reannotation_hcontortus_all.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "loading /home/will/wbp_scratch/data/from_MARS/OrthoFinder/WorkingDirectory/Results_Aug08/Blast0_1.txt...\n",
      "loading /home/will/wbp_scratch/data/from_MARS/OrthoFinder/WorkingDirectory/Results_Aug08/Blast0_2.txt...\n",
      "loading /home/will/wbp_scratch/data/from_MARS/OrthoFinder/WorkingDirectory/Results_Aug08/Blast0_3.txt...\n",
      "loading /home/will/wbp_scratch/data/from_MARS/OrthoFinder/WorkingDirectory/Results_Aug08/Blast0_2.txt...\n",
      "loading /home/will/wbp_scratch/data/from_MARS/OrthoFinder/WorkingDirectory/Results_Aug08/Blast0_3.txt...\n",
      "loading /home/will/wbp_scratch/data/from_MARS/OrthoFinder/WorkingDirectory/Results_Aug08/Blast0_1.txt...\n"
     ]
    }
   ],
   "source": [
    "import os.path\n",
    "import json\n",
    "import statistics\n",
    "from collections import Counter\n",
    "\n",
    "from orthologue_analysis.orthogroups import init_orthogroup_df\n",
    "from orthologue_analysis.species import HaemonchusFromTool, SpeciesList\n",
    "from orthologue_analysis.utils import SequenceIDMapping, orthofinder_paths\n",
    "from reannotation.analysis import (\n",
    "    interpro_accessions_frequently_missed_by_each_tool,\n",
    "    interpro_accessions_frequently_missed_by_all_tools,\n",
    "    interpro_accessions_in_novel_transcripts,\n",
    "    interpro_accessions_in_missed_transcripts,\n",
    "    missed_transcripts_with_significantly_more_frequent_accessions\n",
    ")\n",
    "from reannotation.constants import ASPARTIC_PEPTIDASE_SUPERFAMILY\n",
    "from reannotation.pipelines import (\n",
    "    interpro_accession_pipeline,\n",
    "    interpro_accession_pipeline_all_tools,\n",
    "    suspicious_orthologue_pipeline,\n",
    "    pickle_cache_suspicious_orthologue_pipeline,\n",
    "    novel_orthologue_pipeline\n",
    ")\n",
    "from reannotation.statistics import fisher_exact_for_two_lists_of_accessions\n",
    "from utils.esm import extract_esm_means\n",
    "from utils.generic import flatten_nested_dict\n",
    "from utils.gffutils import init_db\n",
    "\n",
    "\n",
    "results_label = \"Results_Aug08\"\n",
    "wbps_ann_path = \"data/from_WBPS/haemonchus_contortus.PRJEB506.WBPS19.annotations.gff3\"\n",
    "braker_path = \"data/from_MARS/Haemonchus_contortus_braker3_full.gff3\"\n",
    "helixer_path = \"data/from_MARS/Haemonchus_contortus_helixer_full.gff3\"\n",
    "anno_path = \"data/from_EBI/haemonchus_contortus_gca000469685v2.gff3\"\n",
    "db = init_db(wbps_ann_path, \"db/Hcon_wbps.db\")\n",
    "of = orthofinder_paths(results_label, subdir=\"Orthogroups\")\n",
    "\n",
    "wbps_col = \"Hcon_LT\"\n",
    "braker_col = \"Hcon_braker3_LT\"\n",
    "helixer_col = \"Hcon_helixer_LT\"\n",
    "anno_col = \"Hcon_anno_LT\"\n",
    "\n",
    "og_df = init_orthogroup_df(of[\"orthogroups\"])\n",
    "no_og_df = init_orthogroup_df(of[\"orthogroups_unassigned_genes\"])\n",
    "seq_id_map = SequenceIDMapping(of[\"wd\"])\n",
    "mars_data_dir = os.path.join(\"data\", \"from_MARS\", \"\")\n",
    "ebi_data_dir = os.path.join(\"data\", \"from_EBI\", \"\")\n",
    "\n",
    "species_list = SpeciesList([\n",
    "    HaemonchusFromTool(\"contortus\", data_dir=mars_data_dir, data_label=\"Hcon_LT\", prot_filename_suffix=\".fa\"),\n",
    "    HaemonchusFromTool(\"contortus_braker3_reann\", data_dir=mars_data_dir, data_label=\"Hcon_braker3_LT\", prot_filename_suffix=\".fa\"),\n",
    "    HaemonchusFromTool(\"contortus_helixer_reann\", data_dir=mars_data_dir, data_label=\"Hcon_helixer_LT\", prot_filename_suffix=\".fa\"),\n",
    "    HaemonchusFromTool(\"contortus_anno_reann\", data_dir=ebi_data_dir, data_label=\"Hcon_anno_LT\", prot_filename_suffix=\".fa\")],\n",
    "    wd_path=of[\"wd\"],\n",
    "    load_blast=True\n",
    ")\n",
    "\n",
    "wbps_species = species_list.get_species_with_data_label(wbps_col)\n",
    "braker_species = species_list.get_species_with_data_label(braker_col)\n",
    "helixer_species = species_list.get_species_with_data_label(helixer_col)\n",
    "anno_species = species_list.get_species_with_data_label(anno_col)\n",
    "\n",
    "with open(\"data/acc_product_hcontortus.json\", \"r\") as f:\n",
    "    acc_product = json.loads(f.read())\n",
    "\n",
    "min_freq = 10\n",
    "\n",
    "interproscan_dir = \"data/from_MARS/interproscan/hcon\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# General Statistics"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shared orthologues with WBPS:\n",
      "WBPS: 14248\n",
      "BRAKER3: 11998\n",
      "Helixer: 13154\n",
      "Anno: 13088\n"
     ]
    }
   ],
   "source": [
    "print(\"Shared orthologues with WBPS:\")\n",
    "print(\"WBPS: {}\".format(len(og_df[~og_df[wbps_col].isna()])))\n",
    "print(\"BRAKER3: {}\".format(len(og_df[~og_df[wbps_col].isna() & ~og_df[braker_col].isna()])))\n",
    "print(\"Helixer: {}\".format(len(og_df[~og_df[wbps_col].isna() & ~og_df[helixer_col].isna()])))\n",
    "print(\"Anno: {}\".format(len(og_df[~og_df[wbps_col].isna() & ~og_df[anno_col].isna()])))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Assessing merged/split genes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 15714/15714 [06:46<00:00, 38.69it/s]  \n",
      "100%|██████████| 15714/15714 [08:46<00:00, 29.85it/s] \n",
      "100%|██████████| 15714/15714 [11:45<00:00, 22.27it/s]  \n"
     ]
    }
   ],
   "source": [
    "braker_merged, braker_split = pickle_cache_suspicious_orthologue_pipeline(\"braker\", \"hcon\", og_df, wbps_col, braker_col, species_list, seq_id_map)\n",
    "anno_merged, anno_split = pickle_cache_suspicious_orthologue_pipeline(\"anno\", \"hcon\", og_df, wbps_col, anno_col, species_list, seq_id_map)\n",
    "helixer_merged, helixer_split = pickle_cache_suspicious_orthologue_pipeline(\"helixer\", \"hcon\", og_df, wbps_col, helixer_col, species_list, seq_id_map)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "BRAKER3: merged=42, split=38, total=0.84\n",
      "Helixer: merged=176, split=71, total=2.21\n",
      "Anno: merged=297, split=47, total=3.06\n"
     ]
    }
   ],
   "source": [
    "num_genes = len(list(braker_species.db.all_features(featuretype=\"gene\")))\n",
    "print(f\"BRAKER3: merged={len(braker_merged)}, split={len(braker_split)}, total={round(100*(len(braker_split) + len(braker_merged)*2)/num_genes, 2)}\")\n",
    "num_genes = len(list(helixer_species.db.all_features(featuretype=\"gene\")))\n",
    "print(f\"Helixer: merged={len(helixer_merged)}, split={len(helixer_split)}, total={round(100*(len(helixer_split) + len(helixer_merged)*2)/num_genes, 2)}\")\n",
    "num_genes = len(list(anno_species.db.all_features(featuretype=\"gene\")))\n",
    "print(f\"Anno: merged={len(anno_merged)}, split={len(anno_split)}, total={round(100*(len(anno_split) + len(anno_merged)*2)/num_genes, 2)}\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# InterPro accession investigation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### BRAKER3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "acc_tally_shared_braker3, acc_tally_missed_braker3, acc_tally_novel_braker3, missed_transcripts = interpro_accession_pipeline(db, og_df, wbps_col, braker_col, interproscan_dir)\n",
    "_, acc_tally_missed_braker3_unassigned, acc_tally_novel_braker3_unassigned, _ = interpro_accession_pipeline(db, no_og_df, wbps_col, braker_col, os.path.join(interproscan_dir, \"unassigned_genes\"))\n",
    "acc_tally_missed_braker3 += acc_tally_missed_braker3_unassigned\n",
    "acc_tally_novel_braker3 += acc_tally_novel_braker3_unassigned\n",
    "\n",
    "# Find InterPro accessions occurring with significantly different frequency than in control (acc_tally_shared_braker3)\n",
    "braker3_novel_results = fisher_exact_for_two_lists_of_accessions(acc_tally_novel_braker3, acc_tally_shared_braker3 + acc_tally_missed_braker3)\n",
    "braker3_missed_results = fisher_exact_for_two_lists_of_accessions(acc_tally_missed_braker3, acc_tally_shared_braker3 + acc_tally_novel_braker3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "InterPro accessions occurring with significantly higher frequency in novel transcripts than in shared transcripts:\n",
      "\tIPR002486: Nematode cuticle collagen, N-terminal (16 occurrences, 2 expected)\n",
      "\tIPR008160: Collagen triple helix repeat (15 occurrences, 2 expected)\n",
      "\tIPR035940: CAP superfamily (14 occurrences, 4 expected)\n",
      "\n",
      "InterPro accessions that are completely missing from shared transcripts, with high frequency in novel transcripts:\n",
      "\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['IPR002486', 'IPR008160', 'IPR035940']"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list(interpro_accessions_in_novel_transcripts(flatten_nested_dict(acc_product), acc_tally_novel_braker3, braker3_novel_results, min_freq=10))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "InterPro accessions that are completely missing from shared transcripts, with high frequency in missed transcripts:\n",
      "\n",
      "InterPro accessions occurring with significantly higher frequency in missed transcripts than in shared transcripts:\n",
      "\tIPR005312: Protein of unknown function DUF1759 (157 occurrences, 5 expected)\n",
      "\tIPR001584: Integrase, catalytic core (164 occurrences, 6 expected)\n",
      "\tIPR041588: Integrase zinc-binding domain (152 occurrences, 6 expected)\n",
      "\tIPR001995: Peptidase A2A, retrovirus, catalytic (94 occurrences, 4 expected)\n",
      "\tIPR008737: Peptidase aspartic, putative (94 occurrences, 4 expected)\n",
      "\tIPR008042: Retrotransposon, Pao (124 occurrences, 6 expected)\n",
      "\tIPR040676: Domain of unknown function DUF5641 (87 occurrences, 4 expected)\n",
      "\tIPR036397: Ribonuclease H superfamily (403 occurrences, 24 expected)\n",
      "\tIPR001878: Zinc finger, CCHC-type (101 occurrences, 7 expected)\n",
      "\tIPR018244: Allergen V5/Tpx-1-related, conserved site (96 occurrences, 7 expected)\n",
      "\tIPR012337: Ribonuclease H-like superfamily (178 occurrences, 15 expected)\n",
      "\tIPR021109: Aspartic peptidase domain superfamily (213 occurrences, 19 expected)\n",
      "\tIPR001969: Aspartic peptidase, active site (117 occurrences, 13 expected)\n",
      "\tIPR043128: Reverse transcriptase/Diguanylate cyclase domain (260 occurrences, 30 expected)\n",
      "\tIPR043502: DNA/RNA polymerase superfamily (444 occurrences, 51 expected)\n",
      "\tIPR002413: Venom allergen 5-like (96 occurrences, 12 expected)\n",
      "\tIPR000477: Reverse transcriptase domain (441 occurrences, 57 expected)\n",
      "\tIPR001283: Cysteine-rich secretory protein-related (121 occurrences, 19 expected)\n",
      "\t\tIPR001283 also significantly more frequent in novel transcripts (8 occurrences, 3 expected)\n",
      "\tIPR035940: CAP superfamily (161 occurrences, 25 expected)\n",
      "\t\tIPR035940 also significantly more frequent in novel transcripts (14 occurrences, 4 expected)\n",
      "\tIPR014044: CAP domain (130 occurrences, 21 expected)\n",
      "\t\tIPR014044 also significantly more frequent in novel transcripts (8 occurrences, 3 expected)\n",
      "\tIPR036691: Endonuclease/exonuclease/phosphatase superfamily (135 occurrences, 31 expected)\n",
      "\tIPR009057: Homeobox-like domain superfamily (76 occurrences, 23 expected)\n",
      "\n",
      "InterPro accessions occurring as expected in missed transcripts with high frequency:\n",
      "\tIPR027417: P-loop containing nucleoside triphosphate hydrolase (100 occurrences)\n",
      "\n",
      "InterPro accessions occurring less frequently in missed transcripts than expected:\n",
      "\tIPR000719: Protein kinase domain (27 occurrences, 61 expected)\n",
      "\tIPR011009: Protein kinase-like domain superfamily (30 occurrences, 71 expected)\n",
      "\tIPR001304: C-type lectin-like (6 occurrences, 17 expected)\n",
      "\tIPR016186: C-type lectin-like/link domain superfamily (7 occurrences, 18 expected)\n",
      "\tIPR016187: C-type lectin fold (8 occurrences, 19 expected)\n",
      "\tIPR017452: GPCR, rhodopsin-like, 7TM (31 occurrences, 46 expected)\n",
      "\tIPR029063: S-adenosyl-L-methionine-dependent methyltransferase superfamily (10 occurrences, 20 expected)\n",
      "\tIPR013083: Zinc finger, RING/FYVE/PHD-type (16 occurrences, 33 expected)\n",
      "\tIPR008271: Serine/threonine-protein kinase, active site (14 occurrences, 32 expected)\n",
      "\tIPR017441: Protein kinase, ATP binding site (16 occurrences, 39 expected)\n",
      "\tIPR005225: Small GTP-binding protein domain (5 occurrences, 15 expected)\n",
      "\tIPR029071: Ubiquitin-like domain superfamily (4 occurrences, 16 expected)\n",
      "\tIPR032675: Leucine-rich repeat domain superfamily (5 occurrences, 14 expected)\n",
      "\tIPR002347: Short-chain dehydrogenase/reductase SDR (1 occurrences, 9 expected)\n",
      "\tIPR036291: NAD(P)-binding domain superfamily (5 occurrences, 22 expected)\n",
      "\tIPR002486: Nematode cuticle collagen, N-terminal (12 occurrences, 30 expected)\n",
      "\tIPR008160: Collagen triple helix repeat (14 occurrences, 29 expected)\n",
      "\tIPR035892: C2 domain superfamily (3 occurrences, 12 expected)\n",
      "\tIPR013766: Thioredoxin domain (1 occurrences, 7 expected)\n",
      "\tIPR036249: Thioredoxin-like superfamily (5 occurrences, 20 expected)\n",
      "\tIPR011993: PH-like domain superfamily (7 occurrences, 24 expected)\n",
      "\tIPR001478: PDZ domain (3 occurrences, 10 expected)\n",
      "\tIPR036034: PDZ superfamily (3 occurrences, 12 expected)\n",
      "\tIPR011701: Major facilitator superfamily (5 occurrences, 14 expected)\n",
      "\tIPR036259: MFS transporter superfamily (8 occurrences, 30 expected)\n",
      "\tIPR011990: Tetratricopeptide-like helical domain superfamily (7 occurrences, 22 expected)\n",
      "\tIPR019734: Tetratricopeptide repeat (4 occurrences, 12 expected)\n",
      "\tIPR001650: Helicase, C-terminal (5 occurrences, 14 expected)\n",
      "\tIPR011545: DEAD/DEAH box helicase domain (3 occurrences, 10 expected)\n",
      "\tIPR014001: Helicase superfamily 1/2, ATP-binding domain (6 occurrences, 14 expected)\n",
      "\tIPR001452: SH3 domain (3 occurrences, 10 expected)\n",
      "\tIPR012677: Nucleotide-binding alpha-beta plait domain superfamily (7 occurrences, 25 expected)\n",
      "\tIPR035979: RNA-binding domain superfamily (7 occurrences, 25 expected)\n",
      "\tIPR000536: Nuclear hormone receptor, ligand-binding domain (2 occurrences, 11 expected)\n",
      "\tIPR001628: Zinc finger, nuclear hormone receptor-type (2 occurrences, 11 expected)\n",
      "\tIPR013087: Zinc finger C2H2-type (15 occurrences, 32 expected)\n",
      "\tIPR013088: Zinc finger, NHR/GATA-type (2 occurrences, 13 expected)\n",
      "\tIPR035500: Nuclear hormone receptor-like domain superfamily (2 occurrences, 12 expected)\n",
      "\tIPR001680: WD40 repeat (5 occurrences, 27 expected)\n",
      "\tIPR015943: WD40/YVTN repeat-like-containing domain superfamily (7 occurrences, 33 expected)\n",
      "\tIPR019775: WD40 repeat, conserved site (3 occurrences, 11 expected)\n",
      "\tIPR036322: WD40-repeat-containing domain superfamily (5 occurrences, 31 expected)\n",
      "\tIPR002048: EF-hand domain (4 occurrences, 16 expected)\n",
      "\tIPR011992: EF-hand domain pair (3 occurrences, 18 expected)\n",
      "\tIPR018247: EF-Hand 1, calcium-binding site (2 occurrences, 15 expected)\n",
      "\tIPR036236: Zinc finger C2H2 superfamily (6 occurrences, 20 expected)\n",
      "\tIPR011989: Armadillo-like helical (4 occurrences, 24 expected)\n",
      "\tIPR016024: Armadillo-type fold (8 occurrences, 36 expected)\n",
      "\tIPR017853: Glycoside hydrolase superfamily (3 occurrences, 11 expected)\n",
      "\tIPR000504: RNA recognition motif domain (5 occurrences, 23 expected)\n",
      "\tIPR020901: Proteinase inhibitor I2, Kunitz, conserved site (1 occurrences, 6 expected)\n",
      "\tIPR003593: AAA+ ATPase domain (9 occurrences, 19 expected)\n",
      "\tIPR000859: CUB domain (6 occurrences, 14 expected)\n",
      "\tIPR043129: ATPase, nucleotide binding domain (1 occurrences, 8 expected)\n",
      "\tIPR006201: Neurotransmitter-gated ion-channel (8 occurrences, 19 expected)\n",
      "\tIPR036719: Neurotransmitter-gated ion-channel transmembrane domain superfamily (7 occurrences, 18 expected)\n",
      "\tIPR038050: Neuronal acetylcholine receptor (7 occurrences, 18 expected)\n",
      "\tIPR006028: Gamma-aminobutyric acid A receptor/Glycine receptor alpha (1 occurrences, 8 expected)\n",
      "\tIPR006029: Neurotransmitter-gated ion-channel transmembrane domain (4 occurrences, 15 expected)\n",
      "\tIPR006202: Neurotransmitter-gated ion-channel ligand-binding domain (7 occurrences, 18 expected)\n",
      "\tIPR018000: Neurotransmitter-gated ion-channel, conserved site (4 occurrences, 16 expected)\n",
      "\tIPR036734: Neurotransmitter-gated ion-channel ligand-binding domain superfamily (8 occurrences, 19 expected)\n",
      "\tIPR000971: Globin (1 occurrences, 7 expected)\n",
      "\tIPR009050: Globin-like superfamily (1 occurrences, 9 expected)\n",
      "\tIPR012292: Globin/Protoglobin (1 occurrences, 10 expected)\n",
      "\tIPR044399: Myoglobin-like, M family globin domain (1 occurrences, 7 expected)\n",
      "\tIPR002110: Ankyrin repeat (3 occurrences, 14 expected)\n",
      "\tIPR036770: Ankyrin repeat-containing domain superfamily (3 occurrences, 15 expected)\n",
      "\tIPR032710: NTF2-like domain superfamily (2 occurrences, 8 expected)\n",
      "\tIPR001534: Transthyretin-like (3 occurrences, 13 expected)\n",
      "\tIPR038479: Transthyretin-like superfamily (3 occurrences, 14 expected)\n",
      "\tIPR001723: Nuclear hormone receptor (1 occurrences, 6 expected)\n",
      "\tIPR011527: ABC transporter type 1, transmembrane domain (1 occurrences, 6 expected)\n",
      "\tIPR036640: ABC transporter type 1, transmembrane domain superfamily (1 occurrences, 6 expected)\n",
      "\tIPR001054: Adenylyl cyclase class-3/4/guanylyl cyclase (1 occurrences, 7 expected)\n",
      "\tIPR028082: Periplasmic binding protein-like I (1 occurrences, 7 expected)\n",
      "\tIPR029787: Nucleotide cyclase (1 occurrences, 7 expected)\n",
      "\tIPR011598: Myc-type, basic helix-loop-helix (bHLH) domain (1 occurrences, 6 expected)\n",
      "\tIPR036390: Winged helix DNA-binding domain superfamily (2 occurrences, 18 expected)\n",
      "\tIPR020846: Major facilitator superfamily domain (2 occurrences, 19 expected)\n",
      "\n"
     ]
    }
   ],
   "source": [
    "interpro_accessions_in_missed_transcripts(flatten_nested_dict(acc_product), acc_tally_missed_braker3, acc_tally_novel_braker3, braker3_missed_results, braker3_novel_results, min_freq=75)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00127470-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00120440-00001 - {'IPR035940'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00112380-00001 - {'IPR035940'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00110860-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00110640-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00110340-00001 - {'IPR036397', 'IPR048703'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00113120-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00110900-00001 - {'IPR035940'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00100285-00001 - {'IPR021109'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00192680-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00121040-00001 - {'IPR036397', 'IPR012337'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00110400-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00111590-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00116752-00001 - {'IPR014044', 'IPR035940'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109970-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109410-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00110410-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00110890-00001 - {'IPR035940'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00110850-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00116060-00001 - {'IPR041588'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00116750-00001 - {'IPR035940', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00112370-00001 - {'IPR035940'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00105660-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00095940-00001 - {'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00096030-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR040676', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00096130-00001 - {'IPR041679', 'IPR041677', 'IPR047187'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00096160-00001 - {'IPR001584', 'IPR012337', 'IPR041588', 'IPR041373', 'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00096300-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00096330-00001 - {'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00096340-00001 - {'IPR008042'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00096770-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00097030-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00097040-00001 - {'IPR001969', 'IPR021109', 'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00097480-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00097520-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR041588', 'IPR036875', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00097790-00001 - {'IPR008737', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00098910-00001 - {'IPR014044', 'IPR035940'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00098930-00001 - {'IPR014044', 'IPR035940'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00099216-00001 - {'IPR021109', 'IPR008042', 'IPR005312', 'IPR001995'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00099540-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00100120-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR041373', 'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00100130-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00100240-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00101450-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00102290-00001 - {'IPR041426', 'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00102680-00001 - {'IPR048703'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00102760-00001 - {'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00102970-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00103100-00001 - {'IPR041426'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00103140-00001 - {'IPR043502'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00103150-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00103320-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00103440-00001 - {'IPR000305', 'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00103640-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00104050-00001 - {'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00104950-00001 - {'IPR008737', 'IPR000477', 'IPR001995', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR043502', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00104970-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00104980-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00105030-00001 - {'IPR041426'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00105640-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00105650-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00105670-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00105760-00001 - {'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00105900-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00105930-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00106020-00001 - {'IPR041426'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00106060-00001 - {'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00106080-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00106180-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00106230-00001 - {'IPR008737', 'IPR001995', 'IPR021109', 'IPR001878'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00106780-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00106790-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00107460-00001 - {'IPR041679', 'IPR041677', 'IPR047187'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00107510-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00107570-00001 - {'IPR041426'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00107660-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00108060-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00108550-00001 - {'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00108560-00001 - {'IPR001969', 'IPR021109', 'IPR008737'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00108570-00001 - {'IPR001969', 'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00108620-00001 - {'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR009878', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00108970-00001 - {'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109370-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109400-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109520-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109650-00001 - {'IPR001969', 'IPR000477', 'IPR008737', 'IPR001995', 'IPR036875', 'IPR043128', 'IPR043502', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109660-00001 - {'IPR001584', 'IPR012337', 'IPR041588', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109670-00001 - {'IPR040676'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109680-00001 - {'IPR041679'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109690-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041373', 'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109700-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109710-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109800-00001 - {'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109870-00001 - {'IPR036397', 'IPR038717', 'IPR048703'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00109900-00001 - {'IPR001969', 'IPR021109', 'IPR005312', 'IPR008737'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00110120-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00110290-00001 - {'IPR036397', 'IPR038717', 'IPR001523'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00110550-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00110590-00001 - {'IPR021109'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00110600-00001 - {'IPR041679'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00111080-00001 - {'IPR021109', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00111090-00001 - {'IPR043128', 'IPR041373', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00111160-00001 - {'IPR040676'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00111220-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00111640-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00111650-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00111730-00001 - {'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00112250-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00112280-00001 - {'IPR043128', 'IPR043502'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00112670-00001 - {'IPR041679'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00112680-00001 - {'IPR041677'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00112700-00001 - {'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00113030-00001 - {'IPR036397', 'IPR048703'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00113180-00001 - {'IPR036397', 'IPR040676', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00113190-00001 - {'IPR008042'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00113520-00001 - {'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00113650-00001 - {'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00113660-00001 - {'IPR008737', 'IPR021109'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00113670-00001 - {'IPR001969', 'IPR043502', 'IPR000477', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041373', 'IPR001878'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00113820-00001 - {'IPR035901'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00113830-00001 - {'IPR036397', 'IPR040676', 'IPR012337'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00113840-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00114240-00001 - {'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00114700-00001 - {'IPR009878'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00114870-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00114890-00001 - {'IPR041679'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00114990-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00115130-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00115370-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00115450-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00115460-00001 - {'IPR043128', 'IPR008042', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00115470-00001 - {'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00115690-00001 - {'IPR043502', 'IPR008737', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00115710-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00115750-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00115840-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00115970-00001 - {'IPR001969', 'IPR000477', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR043502', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00116070-00001 - {'IPR043128', 'IPR041577', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00116090-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00116490-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00116510-00001 - {'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00116600-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00116630-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00116690-00001 - {'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00116700-00001 - {'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00116760-00001 - {'IPR035940', 'IPR001283', 'IPR018244', 'IPR014044'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00116860-00001 - {'IPR041426'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00117030-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00117160-00001 - {'IPR043502', 'IPR021109', 'IPR043128', 'IPR041577', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00117170-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00117260-00001 - {'IPR001969', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00117330-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00117440-00001 - {'IPR036397', 'IPR038717', 'IPR048703'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00117460-00001 - {'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00118330-00001 - {'IPR040676'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00118460-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00118800-00001 - {'IPR001969', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR009878', 'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00118890-00001 - {'IPR035940', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00118950-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00119040-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00119420-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00119570-00001 - {'IPR021109', 'IPR001995'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00119660-00001 - {'IPR041588'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00120250-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00120580-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00120650-00001 - {'IPR043502'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00120720-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00120990-00001 - {'IPR001969', 'IPR021109', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00121090-00001 - {'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00121100-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR041588', 'IPR009878', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00121160-00001 - {'IPR008737', 'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00121170-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR043128', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00121440-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00121450-00001 - {'IPR040676'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00121550-00001 - {'IPR000305', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00121690-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00122480-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00122910-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00124640-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00124690-00001 - {'IPR001969', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR009878', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00124710-00001 - {'IPR036875'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00125620-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00127860-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00128730-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00128840-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00129820-00001 - {'IPR036397'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00130070-00001 - {'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00130160-00001 - {'IPR001969', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00130450-00001 - {'IPR000305', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00130460-00001 - {'IPR000305', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00130470-00001 - {'IPR005312'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00130480-00001 - {'IPR008042'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00192690-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr4_Celeg_TT_arrow_pilon - HCON_00193200-00002 - {'IPR036397', 'IPR038717', 'IPR048703'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152530-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137310-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00147060-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136510-00001 - {'IPR035274'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136495-00001 - {'IPR035274'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138510-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00139090-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136850-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00146300-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136550-00001 - {'IPR035274'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00145810-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137050-00001 - {'IPR035940', 'IPR001283', 'IPR018244', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152020-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136430-00001 - {'IPR035274'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136500-00001 - {'IPR035274'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00144890-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138490-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137580-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137810-00001 - {'IPR002413', 'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00139080-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152490-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152100-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137820-00001 - {'IPR002413', 'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137320-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138960-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152520-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138580-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138450-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138970-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138590-00001 - {'IPR002413', 'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137280-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00147090-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136520-00001 - {'IPR035274'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136840-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138500-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00150130-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00148510-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152510-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152190-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136645-00001 - {'IPR035940', 'IPR001283', 'IPR018244', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00153290-00001 - {'IPR021109'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152540-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00144632-00001 - {'IPR014044', 'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152180-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136490-00001 - {'IPR035274'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152160-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141660-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00149850-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00153315-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00150145-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00161760-00001 - {'IPR001969', 'IPR021109', 'IPR043502'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137290-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138440-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152170-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137570-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00131320-00001 - {'IPR043128', 'IPR043502', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00131340-00001 - {'IPR041588'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00131350-00001 - {'IPR040676'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00131680-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR041588', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00131860-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00131960-00001 - {'IPR041373', 'IPR043502'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00132530-00001 - {'IPR041426'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00132700-00001 - {'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00132810-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00133760-00001 - {'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00134260-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR041588', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00135340-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136440-00001 - {'IPR035274'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136450-00001 - {'IPR035274'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136460-00001 - {'IPR035274'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136470-00001 - {'IPR035274'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136480-00001 - {'IPR035274'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00136530-00001 - {'IPR035274'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137030-00001 - {'IPR035940', 'IPR014044', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137060-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137066-00001 - {'IPR035940', 'IPR001283', 'IPR018244', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137068-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137250-00001 - {'IPR001969', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137260-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137270-00001 - {'IPR002413', 'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137300-00001 - {'IPR036397', 'IPR038717', 'IPR001523'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137360-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137420-00001 - {'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137490-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137625-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137630-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137690-00001 - {'IPR002413', 'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137720-00001 - {'IPR002413', 'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00137960-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138460-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138520-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138630-00001 - {'IPR041426'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138650-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138750-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138760-00001 - {'IPR001969', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138780-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138835-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138840-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00138920-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00139490-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR041373', 'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00139610-00001 - {'IPR041426', 'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00139670-00001 - {'IPR036397', 'IPR001523'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00139710-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00139810-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00139820-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00139830-00001 - {'IPR043502', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00139840-00001 - {'IPR008737', 'IPR001995', 'IPR021109', 'IPR036875', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00139860-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR009878', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00140230-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00140240-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00140880-00001 - {'IPR043502', 'IPR040676', 'IPR043128', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141010-00001 - {'IPR005312'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141110-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141540-00001 - {'IPR043502', 'IPR005312'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141550-00001 - {'IPR008042'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141560-00001 - {'IPR036397', 'IPR012337'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141670-00001 - {'IPR002413', 'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141910-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141920-00001 - {'IPR035940', 'IPR001283', 'IPR018244', 'IPR014044'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141930-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141940-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141970-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141980-00001 - {'IPR001969', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00141990-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00142000-00001 - {'IPR014044', 'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00142110-00001 - {'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR005312'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00142120-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00142170-00001 - {'IPR041677'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00142470-00001 - {'IPR021109', 'IPR001995'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00142480-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00142620-00001 - {'IPR008737'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00142630-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00142650-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00143100-00001 - {'IPR000305', 'IPR035901'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00143340-00001 - {'IPR036397', 'IPR038717', 'IPR048703'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00143410-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00143480-00001 - {'IPR021109'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00143490-00001 - {'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00143560-00001 - {'IPR043128', 'IPR041577', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00143700-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00143800-00001 - {'IPR021109'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00143990-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00144030-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00144150-00001 - {'IPR035901'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00144240-00001 - {'IPR005312'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00144250-00001 - {'IPR043502'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00144420-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00144690-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00145310-00001 - {'IPR041426'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00145400-00001 - {'IPR005312'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00145730-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00145740-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00145800-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00146190-00001 - {'IPR014044', 'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00146310-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00146330-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00146390-00001 - {'IPR000305', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00146430-00001 - {'IPR041679', 'IPR041677', 'IPR047187'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00146560-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00146640-00001 - {'IPR001969', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00146650-00001 - {'IPR043128', 'IPR041373', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00146960-00001 - {'IPR036875'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00147020-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00147070-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00147230-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00147260-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00147290-00001 - {'IPR001878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00147630-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00147650-00001 - {'IPR001969', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR005312'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00147720-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00147740-00001 - {'IPR021109', 'IPR001995'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00147880-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00148070-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00148190-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00148210-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00148300-00001 - {'IPR043128', 'IPR043502'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00148310-00001 - {'IPR021109', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00148500-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00148580-00001 - {'IPR041679', 'IPR041677', 'IPR047187'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00148750-00001 - {'IPR041426'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00149150-00001 - {'IPR041679'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00149200-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00149370-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00149390-00001 - {'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00149550-00001 - {'IPR001969', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00149740-00001 - {'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00150060-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00150150-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00150430-00001 - {'IPR041426'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00150490-00001 - {'IPR000305', 'IPR035901'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00150680-00001 - {'IPR041679', 'IPR041677', 'IPR047187'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00150900-00001 - {'IPR005312'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00151180-00001 - {'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00151510-00001 - {'IPR001969', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR043128', 'IPR043502'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00151520-00001 - {'IPR005312'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00151680-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00151710-00001 - {'IPR005312'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00151860-00001 - {'IPR040676'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00151870-00001 - {'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152030-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152320-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152340-00001 - {'IPR041426'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152410-00001 - {'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152500-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152670-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152680-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152750-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152760-00001 - {'IPR035940'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00152980-00001 - {'IPR008737'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00153150-00001 - {'IPR043128'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00153440-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00153985-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00154190-00001 - {'IPR043128', 'IPR041373', 'IPR041577', 'IPR043502'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00154200-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00154240-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00154250-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00154490-00001 - {'IPR005312'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00154640-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR009878', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00154970-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00155210-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00155300-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00155310-00001 - {'IPR005312'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00155330-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00155700-00001 - {'IPR021109'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00155740-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00155840-00001 - {'IPR041426'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00156040-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00156070-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00156100-00001 - {'IPR036397', 'IPR043502', 'IPR000477', 'IPR008737', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00156130-00001 - {'IPR041426', 'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00156390-00001 - {'IPR021109'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00156510-00001 - {'IPR005312'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00156910-00001 - {'IPR043502', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041577', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00156980-00001 - {'IPR001969', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR043128', 'IPR043502', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00157390-00001 - {'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00157420-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00157610-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00157790-00001 - {'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00157800-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00157910-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00157940-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00157960-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00158230-00001 - {'IPR000305', 'IPR035901'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00158650-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00159270-00001 - {'IPR000305'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00159280-00001 - {'IPR000305'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00159570-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00160070-00001 - {'IPR043502'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00160110-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00160190-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00160210-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00160510-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00160950-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00161040-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00161550-00001 - {'IPR036397', 'IPR043502', 'IPR012337', 'IPR000477', 'IPR008737', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00161560-00001 - {'IPR009878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00161750-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00162370-00001 - {'IPR001969', 'IPR043502', 'IPR000477', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041373', 'IPR001878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00162570-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00162950-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00163370-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00163550-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00163730-00001 - {'IPR043502', 'IPR000477', 'IPR036875', 'IPR043128', 'IPR041373', 'IPR001878'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00163750-00001 - {'IPR036397', 'IPR041588', 'IPR012337'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00163760-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00163770-00001 - {'IPR005312', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00192600-00001 - {'IPR036397'}\n",
      "hcontortus_chr5_Celeg_TT_arrow_pilon - HCON_00193040-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00053350-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00053340-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00043170-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00043160-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00033850-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00033920-00001 - {'IPR040676'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00034360-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00034900-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR041588', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00035480-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00035550-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00036860-00001 - {'IPR041426'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00037330-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00037340-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00037870-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00038590-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00038780-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00039220-00001 - {'IPR036397', 'IPR038717', 'IPR001523'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00039520-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00039600-00001 - {'IPR000305', 'IPR035901'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00040010-00001 - {'IPR036397', 'IPR040676'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00040020-00001 - {'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00040030-00001 - {'IPR021109', 'IPR005312', 'IPR001995'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00040370-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00040390-00001 - {'IPR001969', 'IPR000477', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR043502', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00040550-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00040650-00001 - {'IPR043128', 'IPR041577', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00040660-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00041310-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00041740-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00042080-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00042100-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00042130-00001 - {'IPR005312'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00042570-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00042630-00001 - {'IPR005312'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00042860-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00043180-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00043190-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00043220-00001 - {'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00043230-00001 - {'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00043240-00001 - {'IPR035901'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00043250-00001 - {'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00043330-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00043460-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00043730-00001 - {'IPR001878'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00043800-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR008737', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00043850-00001 - {'IPR036397', 'IPR038717', 'IPR048703'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00044270-00001 - {'IPR041426'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00044280-00001 - {'IPR041426'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00044570-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00044690-00001 - {'IPR043502', 'IPR012337', 'IPR008737', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00044790-00001 - {'IPR036397', 'IPR038717', 'IPR001523'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00044880-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00044900-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00044980-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00045190-00001 - {'IPR043502', 'IPR008737', 'IPR000477', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR001878'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00045200-00001 - {'IPR040676'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00045320-00001 - {'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR009878', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00045870-00001 - {'IPR043502'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00046040-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00046350-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR009878', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00046360-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR009878', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00046370-00001 - {'IPR043502', 'IPR008737', 'IPR043128', 'IPR008042', 'IPR005312'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00047030-00001 - {'IPR041426'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00047220-00001 - {'IPR036397', 'IPR038717', 'IPR001523'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00047580-00001 - {'IPR000305', 'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00047590-00001 - {'IPR000305', 'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00047630-00001 - {'IPR041426', 'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00047640-00001 - {'IPR005312'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00047650-00001 - {'IPR001969', 'IPR043502', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00047660-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00047740-00001 - {'IPR005312'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00047820-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00047840-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00047950-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00048150-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00048180-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00048190-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00048200-00001 - {'IPR036397', 'IPR038717', 'IPR048703'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00048280-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041577', 'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00048290-00001 - {'IPR043128', 'IPR021109', 'IPR043502', 'IPR001995'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00048370-00001 - {'IPR036397', 'IPR038717', 'IPR001523'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00048480-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00048490-00001 - {'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00048630-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00048635-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00048700-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00048830-00001 - {'IPR041679'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00049020-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR041588', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00049100-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00049170-00001 - {'IPR043128', 'IPR043502'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00049190-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00049460-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00049520-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00049650-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00049830-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00049890-00001 - {'IPR005312'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00049960-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00050020-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00050090-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR041588', 'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00050100-00001 - {'IPR001969', 'IPR043502', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00050110-00001 - {'IPR005312', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00050400-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00050410-00001 - {'IPR043128'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00050550-00001 - {'IPR001969', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00050560-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00050700-00001 - {'IPR043128', 'IPR008042', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00050710-00001 - {'IPR040676'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00050760-00001 - {'IPR008737', 'IPR005312', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00051080-00001 - {'IPR040676'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00051100-00001 - {'IPR001995', 'IPR021109', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00051570-00001 - {'IPR008737', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00051580-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00051960-00002 - {'IPR036397', 'IPR012337'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00052170-00001 - {'IPR036397', 'IPR001584', 'IPR012337', 'IPR040676', 'IPR041588', 'IPR005312'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00052450-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00052790-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00052850-00001 - {'IPR021109'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00052860-00001 - {'IPR000305', 'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00052940-00001 - {'IPR041426'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00052960-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00052970-00001 - {'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00053130-00001 - {'IPR008737', 'IPR021109'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00053140-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00053250-00001 - {'IPR008042', 'IPR043502'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00053280-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00054240-00001 - {'IPR041426', 'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00054330-00001 - {'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00054340-00001 - {'IPR005312'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00054770-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00055100-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00055260-00001 - {'IPR001969', 'IPR043502', 'IPR001995', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041577', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00055340-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00055350-00001 - {'IPR043502', 'IPR001995', 'IPR021109', 'IPR043128', 'IPR041577', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00055440-00001 - {'IPR041426'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00055720-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR041588', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00055730-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00055740-00001 - {'IPR005312', 'IPR001995'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00055760-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00055960-00001 - {'IPR036875'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00056000-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00056010-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00056050-00001 - {'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00056120-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00056130-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00056240-00001 - {'IPR041426', 'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00056290-00001 - {'IPR005312'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00056380-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00056440-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00056450-00001 - {'IPR043128', 'IPR021109', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00056620-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00056820-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00056930-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00057010-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00057030-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00057110-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00057190-00001 - {'IPR041373', 'IPR043502'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00057270-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00057890-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00058540-00001 - {'IPR001969', 'IPR021109', 'IPR005312', 'IPR008737'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00058550-00001 - {'IPR008042'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00058720-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00059260-00001 - {'IPR001969', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR036875', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00059270-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00060680-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00060960-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00061830-00001 - {'IPR008042'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00061840-00001 - {'IPR036397', 'IPR012337'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00061940-00001 - {'IPR000305', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00061950-00001 - {'IPR000305', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00061960-00001 - {'IPR000305', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00063470-00001 - {'IPR041426'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00063640-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00063940-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00064200-00001 - {'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00064210-00001 - {'IPR000305', 'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00064410-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00064710-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00064730-00001 - {'IPR036397'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00064740-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00064880-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00064900-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr2_Celeg_TT_arrow_pilon - HCON_00193330-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00168300-00001 - {'IPR041426', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00186590-00001 - {'IPR041679', 'IPR041677', 'IPR047187'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00163870-00001 - {'IPR048703'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00163950-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00164140-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00164180-00001 - {'IPR001969', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR043128', 'IPR043502', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00164250-00001 - {'IPR000305', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00164420-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00164430-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00165480-00001 - {'IPR008737', 'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00166170-00001 - {'IPR040676'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00166180-00001 - {'IPR043128', 'IPR008042', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00166450-00001 - {'IPR041677'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00166490-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00166820-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00167090-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00167140-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00167450-00001 - {'IPR008042'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00167560-00001 - {'IPR041426'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00167740-00001 - {'IPR008737', 'IPR001995', 'IPR021109', 'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00167780-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00167830-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00168780-00001 - {'IPR041373', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169000-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169130-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169320-00001 - {'IPR036397', 'IPR041588'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169360-00001 - {'IPR001584', 'IPR012337', 'IPR043128', 'IPR043502', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169370-00001 - {'IPR001969', 'IPR021109', 'IPR001995', 'IPR036875'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169440-00001 - {'IPR041679', 'IPR041677', 'IPR047187'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169460-00001 - {'IPR001584', 'IPR012337', 'IPR000477', 'IPR041588', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR043502', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169580-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169670-00001 - {'IPR001969', 'IPR021109', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169750-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169780-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169800-00001 - {'IPR008042'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169840-00001 - {'IPR043128', 'IPR043502', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169850-00001 - {'IPR009878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00169870-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170100-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170140-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170210-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170310-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170330-00001 - {'IPR041426'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170440-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170470-00001 - {'IPR001878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170480-00001 - {'IPR009878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170540-00001 - {'IPR001969', 'IPR001995', 'IPR021109', 'IPR036875', 'IPR001878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170740-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170750-00001 - {'IPR043128', 'IPR008042', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170830-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170880-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00170890-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171000-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171010-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171080-00001 - {'IPR036397', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171090-00001 - {'IPR000305', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171260-00001 - {'IPR001969', 'IPR021109', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171270-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171280-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171330-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171380-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171470-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171490-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171510-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171640-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171850-00001 - {'IPR008042'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171870-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171890-00001 - {'IPR008042'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00171900-00001 - {'IPR043128', 'IPR043502', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172050-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172080-00001 - {'IPR021109', 'IPR005312', 'IPR001995'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172090-00001 - {'IPR008042'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172100-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172110-00001 - {'IPR009878', 'IPR040676'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172180-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172370-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172420-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172520-00001 - {'IPR000305', 'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172530-00001 - {'IPR000305', 'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172540-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172580-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172590-00001 - {'IPR001969', 'IPR021109', 'IPR001995', 'IPR008737'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172600-00001 - {'IPR008042', 'IPR036397', 'IPR041588'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172610-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172620-00001 - {'IPR009878', 'IPR040676'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172670-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172800-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172870-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00172930-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173000-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173180-00001 - {'IPR035901'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173200-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173400-00001 - {'IPR000305', 'IPR035901'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173440-00001 - {'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173480-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173490-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173500-00001 - {'IPR035901'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173540-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173560-00001 - {'IPR043128', 'IPR008042', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173570-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173580-00001 - {'IPR041426'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173710-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173760-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173770-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173940-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00173970-00001 - {'IPR000305', 'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174000-00001 - {'IPR043128', 'IPR008042', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174010-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174110-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174210-00001 - {'IPR041426'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174320-00001 - {'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174370-00001 - {'IPR021109', 'IPR005312', 'IPR001995'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174380-00001 - {'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174420-00001 - {'IPR041679', 'IPR041677', 'IPR047187'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174490-00001 - {'IPR001969', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174510-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174550-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174630-00001 - {'IPR041426', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174640-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174730-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041677', 'IPR041679', 'IPR041588', 'IPR047187', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174790-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174800-00001 - {'IPR041426', 'IPR001888', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174860-00001 - {'IPR001969', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR009878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00174900-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00175160-00001 - {'IPR001523'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00175190-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00175550-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00175610-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00175690-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00175760-00001 - {'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00175810-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00175920-00001 - {'IPR001969', 'IPR021109', 'IPR043502', 'IPR001878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00175930-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00175950-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00176210-00001 - {'IPR036397', 'IPR040676', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00176220-00001 - {'IPR008042', 'IPR041588'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00176230-00001 - {'IPR043128', 'IPR008042', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00176300-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR041588', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00176510-00001 - {'IPR043502', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00176530-00001 - {'IPR043502', 'IPR041588', 'IPR043128', 'IPR041577', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00176620-00001 - {'IPR000305', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00176680-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00176710-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00176820-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00176860-00001 - {'IPR008737', 'IPR021109', 'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00176870-00001 - {'IPR008042', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00176940-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177080-00001 - {'IPR041679'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177090-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177110-00001 - {'IPR036397', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177250-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177260-00001 - {'IPR043128', 'IPR041577', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177340-00001 - {'IPR008737', 'IPR021109', 'IPR001995'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177350-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177370-00001 - {'IPR008042'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177400-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177430-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177450-00001 - {'IPR035901'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177470-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177500-00001 - {'IPR043128', 'IPR021109', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177520-00001 - {'IPR021109'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177530-00001 - {'IPR000305', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177630-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177670-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177680-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177720-00001 - {'IPR043128', 'IPR008042', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177730-00001 - {'IPR036397', 'IPR040676', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177770-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177830-00001 - {'IPR043128', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177910-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177920-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00177940-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178020-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178110-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178170-00001 - {'IPR043128', 'IPR008042', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178250-00001 - {'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178310-00001 - {'IPR021109'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178330-00001 - {'IPR008042', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178360-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178440-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178460-00001 - {'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178560-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178670-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178690-00001 - {'IPR008042', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178700-00001 - {'IPR036397', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178710-00001 - {'IPR040676'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178770-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178780-00001 - {'IPR008737', 'IPR021109', 'IPR005312', 'IPR001995'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178840-00001 - {'IPR021109', 'IPR001995'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178850-00001 - {'IPR008042', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178910-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178950-00001 - {'IPR001969', 'IPR021109', 'IPR001995', 'IPR008737'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00178960-00001 - {'IPR008042'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179090-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR041588', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179140-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179200-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179240-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179250-00001 - {'IPR008737', 'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179260-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179380-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179390-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179460-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179580-00001 - {'IPR008042'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179590-00001 - {'IPR009878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179660-00001 - {'IPR043128', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179890-00001 - {'IPR041426', 'IPR001888', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179950-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00179990-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180000-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180010-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180020-00001 - {'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180030-00001 - {'IPR008042', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180040-00001 - {'IPR036397', 'IPR040676', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180050-00001 - {'IPR040676'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180060-00001 - {'IPR008042'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180110-00001 - {'IPR041373', 'IPR041588', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180230-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180330-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180370-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180580-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180650-00001 - {'IPR008042', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180660-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180700-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180740-00001 - {'IPR021109'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180750-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180780-00001 - {'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180800-00001 - {'IPR041426'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180810-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00180970-00001 - {'IPR008737', 'IPR001995', 'IPR021109', 'IPR036875', 'IPR001878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181060-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181110-00001 - {'IPR036397', 'IPR038717', 'IPR001523'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181140-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181180-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR041373', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181190-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181250-00001 - {'IPR041426', 'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181320-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181370-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181420-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181550-00001 - {'IPR036397', 'IPR040676', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181790-00001 - {'IPR043128', 'IPR041373', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181800-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181860-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181900-00001 - {'IPR043128', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00181950-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182010-00001 - {'IPR001969', 'IPR021109', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182210-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182240-00001 - {'IPR008737', 'IPR001995', 'IPR021109', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182360-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182400-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182410-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182590-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182660-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182670-00001 - {'IPR008042'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182690-00001 - {'IPR008737', 'IPR021109'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182700-00001 - {'IPR036397', 'IPR040676', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182730-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182750-00001 - {'IPR041373'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00182980-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183010-00001 - {'IPR041588'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183040-00001 - {'IPR041373', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183050-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183220-00001 - {'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183280-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183390-00001 - {'IPR005312'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183470-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183490-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183610-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183630-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183700-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183750-00001 - {'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183760-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00183910-00001 - {'IPR048703'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00184030-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00184240-00001 - {'IPR041426'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00184970-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00185410-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00185660-00001 - {'IPR041679', 'IPR041677', 'IPR047187'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00185770-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00186080-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00187570-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00187590-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00187650-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00188610-00001 - {'IPR000305', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00189550-00001 - {'IPR036397', 'IPR048703'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00190820-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00190940-00001 - {'IPR041373', 'IPR043502'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00191160-00001 - {'IPR000477'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00191260-00001 - {'IPR036397'}\n",
      "hcontortus_chrX_Celeg_TT_arrow_pilon - HCON_00191290-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00021870-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00002610-00002 - {'IPR041679', 'IPR041677', 'IPR047187'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00017160-00001 - {'IPR014044', 'IPR035940'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020350-00001 - {'IPR041679', 'IPR041677', 'IPR047187'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00018100-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00017240-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00003370-00001 - {'IPR014044', 'IPR035940'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00021270-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00015920-00001 - {'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00021860-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00024270-00001 - {'IPR041426'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00019355-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00017480-00001 - {'IPR021109', 'IPR005312', 'IPR001995'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00008570-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00021260-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012250-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00018270-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00015950-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00021280-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00019350-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020420-00001 - {'IPR002413', 'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00013080-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00017170-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012830-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00017150-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00016600-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00018280-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014230-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00016810-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00013070-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020430-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00017180-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00021290-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00018090-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00023930-00001 - {'IPR000305', 'IPR035901'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00003295-00002 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00000080-00001 - {'IPR001969', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00000130-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00000150-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00000170-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00000220-00001 - {'IPR008737', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00000280-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00000360-00001 - {'IPR041588'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00000560-00001 - {'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00000650-00001 - {'IPR043502', 'IPR001995', 'IPR021109', 'IPR043128', 'IPR041373', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00000760-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00000970-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00001610-00001 - {'IPR043502'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00001780-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00002140-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00002150-00001 - {'IPR000305', 'IPR035901'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00002420-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00003020-00001 - {'IPR001969', 'IPR021109', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00003030-00001 - {'IPR043502', 'IPR041588', 'IPR043128', 'IPR041373', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00003040-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00003110-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00003230-00001 - {'IPR008737', 'IPR000477', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR043502', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00003240-00001 - {'IPR001584', 'IPR012337', 'IPR041588', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00003290-00001 - {'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00003320-00001 - {'IPR043502', 'IPR001995', 'IPR021109', 'IPR043128', 'IPR041577', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00003360-00001 - {'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00004140-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00004230-00001 - {'IPR043128', 'IPR021109', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00004810-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00004910-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR041588', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00004920-00001 - {'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00004940-00001 - {'IPR005312'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00005190-00001 - {'IPR041677'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00005420-00001 - {'IPR008737', 'IPR021109', 'IPR005312'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00005440-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR009878', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00005500-00001 - {'IPR041426', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00005520-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00005610-00001 - {'IPR035901'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00005940-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00006040-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00006110-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00006370-00001 - {'IPR000305', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00006380-00001 - {'IPR000305', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00006410-00001 - {'IPR001969', 'IPR021109', 'IPR005312', 'IPR008737'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00006520-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00006530-00001 - {'IPR043128', 'IPR041577', 'IPR041588', 'IPR043502'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00006540-00001 - {'IPR043128', 'IPR021109', 'IPR043502', 'IPR001995'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00006980-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR041588', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00007030-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00007050-00001 - {'IPR005312'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00007200-00001 - {'IPR008737', 'IPR021109', 'IPR001995'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00007210-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00007220-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00007350-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00008480-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00008560-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00008810-00001 - {'IPR008737', 'IPR021109', 'IPR036875', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00008920-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00009130-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00009700-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00010000-00001 - {'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00010010-00001 - {'IPR002413', 'IPR001283', 'IPR035940', 'IPR014044'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00010050-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00010060-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00010420-00001 - {'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00010520-00001 - {'IPR021109', 'IPR005312', 'IPR001995'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00010660-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00010870-00001 - {'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR005312'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00011260-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00011300-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00011430-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00011550-00001 - {'IPR043128', 'IPR043502'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00011560-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR041588', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00011600-00001 - {'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00011810-00001 - {'IPR008042'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00011920-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012200-00001 - {'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012290-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012360-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012370-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012380-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012390-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012490-00001 - {'IPR000305'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012540-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012550-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012560-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012570-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012720-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012730-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012740-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012750-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012850-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012860-00001 - {'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012980-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00012990-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00013380-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00013390-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00013650-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00013660-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00013830-00001 - {'IPR005312'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014050-00001 - {'IPR000305', 'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014210-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014220-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014224-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014226-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014240-00001 - {'IPR035940', 'IPR001283', 'IPR018244', 'IPR014044'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014300-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014302-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014308-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014310-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014320-00001 - {'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014840-00001 - {'IPR043128', 'IPR043502', 'IPR040676', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014850-00001 - {'IPR001969', 'IPR021109', 'IPR008737'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014860-00001 - {'IPR005312'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00014880-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00015160-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00015190-00001 - {'IPR000305', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00015240-00001 - {'IPR041426'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00015390-00001 - {'IPR021109', 'IPR036875', 'IPR043128', 'IPR043502', 'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00015630-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00015710-00001 - {'IPR001969', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00015940-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00016090-00001 - {'IPR043502'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00016350-00001 - {'IPR041588'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00016360-00001 - {'IPR008042'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00016370-00001 - {'IPR043128', 'IPR043502'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00016380-00001 - {'IPR005312', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00016800-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00017230-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00017540-00001 - {'IPR009878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00017620-00001 - {'IPR040676'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00017630-00001 - {'IPR008042'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00017640-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00017760-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00017930-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00018370-00001 - {'IPR001969'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00018880-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00018930-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00019000-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00019230-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00019240-00001 - {'IPR043502', 'IPR000477', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041577', 'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00019300-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00019590-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020010-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020270-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020390-00001 - {'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020400-00001 - {'IPR001969', 'IPR021109', 'IPR008737'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020500-00001 - {'IPR043502'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020510-00001 - {'IPR043128', 'IPR041577', 'IPR043502'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020520-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020550-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020680-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020810-00001 - {'IPR008737', 'IPR021109', 'IPR043502', 'IPR005312'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020820-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00020930-00001 - {'IPR041426'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00021760-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00021980-00001 - {'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00022110-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00023000-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00023130-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR041588', 'IPR036875', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00023580-00001 - {'IPR041426'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00023600-00001 - {'IPR043128', 'IPR008042', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00023610-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR041588', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00023760-00001 - {'IPR000305', 'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00023770-00001 - {'IPR000305', 'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00024190-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00025080-00001 - {'IPR021109', 'IPR005312', 'IPR001995'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00025280-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00025450-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00025770-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00026120-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00026330-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00026930-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00027020-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00027300-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00027480-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00027550-00001 - {'IPR001969', 'IPR000477', 'IPR043128', 'IPR043502', 'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00027560-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041373', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00027570-00001 - {'IPR043502', 'IPR012337', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00028660-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00028840-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00028920-00001 - {'IPR000305', 'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00028940-00001 - {'IPR008737', 'IPR021109', 'IPR005312'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00028950-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00029360-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00029380-00001 - {'IPR036875'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00029660-00001 - {'IPR021109', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00029670-00001 - {'IPR001969', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR005312'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00029680-00001 - {'IPR001584', 'IPR012337', 'IPR041588', 'IPR041373', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00029690-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00029820-00001 - {'IPR001969', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR005312'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00030280-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00030330-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00030540-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00030890-00001 - {'IPR005312'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00031600-00001 - {'IPR000305', 'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00031620-00001 - {'IPR001995', 'IPR021109', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00031650-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00032020-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041577', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00032120-00001 - {'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00032460-00001 - {'IPR001969', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR005312'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00032490-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00032510-00001 - {'IPR009878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00032520-00001 - {'IPR009878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00032780-00001 - {'IPR008737', 'IPR021109', 'IPR036875', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00033120-00001 - {'IPR036397'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00033180-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00033290-00001 - {'IPR001969', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR005312'}\n",
      "hcontortus_chr1_Celeg_TT_arrow_pilon - HCON_00191980-00001 - {'IPR009878'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00093890-00001 - {'IPR014044', 'IPR035940'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00081675-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00081677-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00080976-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00088915-00001 - {'IPR041426'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00080974-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00090840-00001 - {'IPR001878'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00081660-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00068470-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00080972-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00067370-00001 - {'IPR005312'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00081650-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00065000-00001 - {'IPR041679', 'IPR041677', 'IPR047187'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00065400-00001 - {'IPR001969', 'IPR008737', 'IPR021109', 'IPR008042', 'IPR005312'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00066440-00001 - {'IPR001969', 'IPR021109', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00066450-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR041588', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00066610-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00067140-00001 - {'IPR043502', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00067360-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR040676', 'IPR041588', 'IPR008042', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00068000-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00068070-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00068460-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00068880-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00069030-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00069150-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00069190-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR041588', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00069200-00001 - {'IPR043128', 'IPR008042', 'IPR043502'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00069560-00001 - {'IPR041373', 'IPR043502'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00069570-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00069590-00001 - {'IPR021109'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00069910-00001 - {'IPR036397', 'IPR038717', 'IPR048703'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00069990-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00071370-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00071620-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00071640-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00071650-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00071720-00001 - {'IPR035901'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00072470-00001 - {'IPR036397', 'IPR038717'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00072580-00001 - {'IPR043502', 'IPR008737', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR005312'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00072590-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR009878', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00072880-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00073340-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00073710-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00074310-00001 - {'IPR005312'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00074530-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00075440-00001 - {'IPR043128', 'IPR021109', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00075540-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR041588', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00076300-00001 - {'IPR041373'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00076540-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00076550-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00076840-00001 - {'IPR005312'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00077180-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00077370-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00077580-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00077640-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00077680-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00077970-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00078210-00001 - {'IPR043128', 'IPR008042', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00078220-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR041588', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00078440-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00078490-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00078860-00001 - {'IPR001969', 'IPR043502', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00078900-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00078920-00001 - {'IPR008737', 'IPR021109'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00078950-00001 - {'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00079040-00001 - {'IPR043128', 'IPR043502'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00079120-00001 - {'IPR021109'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00079300-00001 - {'IPR000305', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00079430-00001 - {'IPR021109', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00079440-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041373', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00079770-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00079870-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00079930-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00079941-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00079990-00001 - {'IPR040676'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00080000-00001 - {'IPR008042'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00080010-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00080150-00001 - {'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00080360-00001 - {'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00080390-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR008737', 'IPR040676', 'IPR001995', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR001878'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00080730-00001 - {'IPR000305'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00080790-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00080800-00001 - {'IPR041426'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00080820-00001 - {'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00081100-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00081900-00001 - {'IPR001584', 'IPR012337', 'IPR040676', 'IPR041588', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00081920-00001 - {'IPR005312'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00081930-00001 - {'IPR008737', 'IPR021109', 'IPR001995'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00082240-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00082300-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00082310-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00082320-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00082330-00001 - {'IPR014044', 'IPR035940', 'IPR002413', 'IPR001283', 'IPR018244'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00082470-00001 - {'IPR036397', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00082480-00001 - {'IPR001969', 'IPR043502', 'IPR001995', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041577', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00082560-00001 - {'IPR036397', 'IPR040676', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00082570-00001 - {'IPR043128', 'IPR008042', 'IPR005312', 'IPR043502'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00082740-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00082960-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00083170-00001 - {'IPR036397', 'IPR048703'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00083540-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00083640-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00083830-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00084340-00001 - {'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00084390-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00085050-00001 - {'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00085170-00001 - {'IPR041426'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00085430-00001 - {'IPR008042', 'IPR040676', 'IPR043502'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00085490-00001 - {'IPR021109', 'IPR005312'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00085790-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00086080-00001 - {'IPR036397', 'IPR038717', 'IPR001523'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00086090-00001 - {'IPR036397', 'IPR038717', 'IPR001523'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00086140-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00086200-00001 - {'IPR041426'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00086220-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00086260-00001 - {'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00086370-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00086710-00001 - {'IPR001969', 'IPR021109', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00086760-00001 - {'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00086890-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00086900-00001 - {'IPR041679', 'IPR047187'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00087080-00001 - {'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00087120-00001 - {'IPR043128', 'IPR008042', 'IPR000477', 'IPR043502'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00087200-00001 - {'IPR043128', 'IPR043502'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00087420-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00087570-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR008042', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00087580-00001 - {'IPR005312'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00087960-00001 - {'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00088000-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00088090-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00088710-00001 - {'IPR043128', 'IPR043502'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00088860-00001 - {'IPR041426', 'IPR001888', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00089350-00001 - {'IPR041426'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00090050-00001 - {'IPR000305', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00090060-00001 - {'IPR035901'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00090400-00001 - {'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00090540-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR041373', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00090940-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00091170-00001 - {'IPR001969', 'IPR021109', 'IPR005312', 'IPR008737'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00091180-00001 - {'IPR036397', 'IPR012337'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00091210-00001 - {'IPR001584', 'IPR012337', 'IPR041588', 'IPR041373', 'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00091280-00001 - {'IPR021109', 'IPR036875', 'IPR043128', 'IPR043502', 'IPR001878'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00091290-00001 - {'IPR043502', 'IPR000477', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041373', 'IPR001878'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00091310-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00091470-00001 - {'IPR041426'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00092160-00001 - {'IPR036397', 'IPR038717', 'IPR001523'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00092230-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00092430-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00092440-00001 - {'IPR043502', 'IPR001995', 'IPR021109', 'IPR043128', 'IPR041373', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00092640-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00092690-00001 - {'IPR043502', 'IPR000477', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041577', 'IPR001878'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00092710-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00093200-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00093370-00001 - {'IPR000305', 'IPR000477', 'IPR035901'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00093550-00001 - {'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00093560-00001 - {'IPR001969', 'IPR021109'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00093580-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00093650-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00093870-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00093910-00001 - {'IPR001969', 'IPR036397', 'IPR001584', 'IPR012337', 'IPR043502', 'IPR008737', 'IPR040676', 'IPR041588', 'IPR021109', 'IPR043128', 'IPR008042', 'IPR005312', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00094120-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00094270-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00094880-00001 - {'IPR036397'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00095040-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR041588', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00095050-00001 - {'IPR021109', 'IPR001878', 'IPR036875'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00095070-00001 - {'IPR001969', 'IPR008737', 'IPR001995', 'IPR021109', 'IPR005312'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00095190-00001 - {'IPR036397', 'IPR041588', 'IPR001584', 'IPR012337'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00095430-00001 - {'IPR008042', 'IPR043502'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00095440-00001 - {'IPR001969', 'IPR021109', 'IPR001995', 'IPR008737'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00095450-00001 - {'IPR005312'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00095520-00001 - {'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00095540-00001 - {'IPR036397', 'IPR040676', 'IPR012337'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00095550-00001 - {'IPR043502', 'IPR008737', 'IPR043128', 'IPR008042', 'IPR005312'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00095600-00001 - {'IPR041677'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00095720-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00095820-00001 - {'IPR001584', 'IPR012337', 'IPR043502', 'IPR000477', 'IPR041588', 'IPR021109', 'IPR036875', 'IPR043128', 'IPR041373', 'IPR036397', 'IPR001878'}\n",
      "hcontortus_chr3_Celeg_TT_arrow_pilon - HCON_00191480-00001 - {'IPR043128', 'IPR043502', 'IPR000477'}\n"
     ]
    }
   ],
   "source": [
    "missed_transcripts_with_significantly_more_frequent_accessions(wbps_species.db, missed_transcripts, acc_tally_missed_braker3, braker3_missed_results, min_freq)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Helixer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "acc_tally_shared_helixer, acc_tally_missed_helixer, acc_tally_novel_helixer, missed_transcripts = interpro_accession_pipeline(db, og_df, wbps_col, helixer_col, interproscan_dir)\n",
    "_, acc_tally_missed_helixer_unassigned, acc_tally_novel_helixer_unassigned, _ = interpro_accession_pipeline(db, no_og_df, wbps_col, helixer_col, os.path.join(interproscan_dir, \"unassigned_genes\"))\n",
    "acc_tally_missed_helixer += acc_tally_missed_helixer_unassigned\n",
    "acc_tally_novel_helixer += acc_tally_novel_helixer_unassigned\n",
    "\n",
    "# Find InterPro accessions occurring with significantly different frequency than in control (acc_tally_shared_helixer)\n",
    "helixer_novel_results = fisher_exact_for_two_lists_of_accessions(acc_tally_novel_helixer, acc_tally_shared_helixer + acc_tally_missed_helixer)\n",
    "helixer_missed_results = fisher_exact_for_two_lists_of_accessions(acc_tally_missed_helixer, acc_tally_shared_helixer + acc_tally_novel_helixer)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "InterPro accessions occurring with significantly higher frequency in novel transcripts than in shared transcripts:\n",
      "\tIPR019421: 7TM GPCR, serpentine receptor class d (Srd) (12 occurrences, 1 expected)\n",
      "\tIPR019424: Serpentine type 7TM GPCR chemoreceptor Srsx (11 occurrences, 2 expected)\n",
      "\tIPR019426: 7TM GPCR, serpentine receptor class v (Srv) (14 occurrences, 2 expected)\n",
      "\tIPR002486: Nematode cuticle collagen, N-terminal (19 occurrences, 4 expected)\n",
      "\tIPR008160: Collagen triple helix repeat (17 occurrences, 4 expected)\n",
      "\tIPR035940: CAP superfamily (16 occurrences, 7 expected)\n",
      "\tIPR003582: ShKT domain (10 occurrences, 5 expected)\n",
      "\tIPR000276: G protein-coupled receptor, rhodopsin-like (10 occurrences, 5 expected)\n",
      "\tIPR017452: GPCR, rhodopsin-like, 7TM (12 occurrences, 6 expected)\n",
      "\n",
      "InterPro accessions that are completely missing from shared transcripts, with high frequency in novel transcripts:\n",
      "\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['IPR019421',\n",
       " 'IPR019424',\n",
       " 'IPR019426',\n",
       " 'IPR002486',\n",
       " 'IPR008160',\n",
       " 'IPR035940',\n",
       " 'IPR003582',\n",
       " 'IPR000276',\n",
       " 'IPR017452']"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list(interpro_accessions_in_novel_transcripts(flatten_nested_dict(acc_product), acc_tally_novel_helixer, helixer_novel_results, min_freq))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "InterPro accessions that are completely missing from shared transcripts, with high frequency in missed transcripts:\n",
      "\n",
      "InterPro accessions occurring with significantly higher frequency in missed transcripts than in shared transcripts:\n",
      "\tIPR027124: SWR1-complex protein 5/Craniofacial development protein 1/2 (38 occurrences, 2 expected)\n",
      "\tIPR036691: Endonuclease/exonuclease/phosphatase superfamily (151 occurrences, 10 expected)\n",
      "\tIPR005135: Endonuclease/exonuclease/phosphatase (55 occurrences, 6 expected)\n",
      "\tIPR000477: Reverse transcriptase domain (245 occurrences, 33 expected)\n",
      "\tIPR001461: Aspartic peptidase A1 family (32 occurrences, 5 expected)\n",
      "\tIPR033121: Peptidase family A1 domain (32 occurrences, 5 expected)\n",
      "\tIPR043502: DNA/RNA polymerase superfamily (218 occurrences, 33 expected)\n",
      "\tIPR043128: Reverse transcriptase/Diguanylate cyclase domain (120 occurrences, 20 expected)\n",
      "\tIPR008042: Retrotransposon, Pao (44 occurrences, 8 expected)\n",
      "\tIPR001969: Aspartic peptidase, active site (49 occurrences, 9 expected)\n",
      "\tIPR036397: Ribonuclease H superfamily (137 occurrences, 27 expected)\n",
      "\tIPR018244: Allergen V5/Tpx-1-related, conserved site (33 occurrences, 7 expected)\n",
      "\tIPR035940: CAP superfamily (72 occurrences, 15 expected)\n",
      "\t\tIPR035940 also significantly more frequent in novel transcripts (16 occurrences, 7 expected)\n",
      "\tIPR005312: Protein of unknown function DUF1759 (45 occurrences, 10 expected)\n",
      "\tIPR002413: Venom allergen 5-like (35 occurrences, 8 expected)\n",
      "\tIPR001584: Integrase, catalytic core (41 occurrences, 11 expected)\n",
      "\tIPR021109: Aspartic peptidase domain superfamily (64 occurrences, 17 expected)\n",
      "\tIPR001283: Cysteine-rich secretory protein-related (42 occurrences, 12 expected)\n",
      "\tIPR041588: Integrase zinc-binding domain (35 occurrences, 11 expected)\n",
      "\tIPR014044: CAP domain (43 occurrences, 13 expected)\n",
      "\tIPR012337: Ribonuclease H-like superfamily (43 occurrences, 15 expected)\n",
      "\n",
      "InterPro accessions occurring as expected in missed transcripts with high frequency:\n",
      "\tIPR027417: P-loop containing nucleoside triphosphate hydrolase (33 occurrences)\n",
      "\n",
      "InterPro accessions occurring less frequently in missed transcripts than expected:\n",
      "\tIPR016024: Armadillo-type fold (1 occurrences, 13 expected)\n",
      "\tIPR017452: GPCR, rhodopsin-like, 7TM (9 occurrences, 18 expected)\n",
      "\tIPR011992: EF-hand domain pair (1 occurrences, 7 expected)\n",
      "\tIPR006201: Neurotransmitter-gated ion-channel (1 occurrences, 7 expected)\n",
      "\tIPR006202: Neurotransmitter-gated ion-channel ligand-binding domain (1 occurrences, 7 expected)\n",
      "\tIPR018000: Neurotransmitter-gated ion-channel, conserved site (1 occurrences, 6 expected)\n",
      "\tIPR036719: Neurotransmitter-gated ion-channel transmembrane domain superfamily (1 occurrences, 7 expected)\n",
      "\tIPR036734: Neurotransmitter-gated ion-channel ligand-binding domain superfamily (1 occurrences, 7 expected)\n",
      "\tIPR038050: Neuronal acetylcholine receptor (1 occurrences, 7 expected)\n",
      "\tIPR000719: Protein kinase domain (6 occurrences, 23 expected)\n",
      "\tIPR011009: Protein kinase-like domain superfamily (7 occurrences, 27 expected)\n",
      "\tIPR008271: Serine/threonine-protein kinase, active site (1 occurrences, 12 expected)\n",
      "\tIPR017441: Protein kinase, ATP binding site (2 occurrences, 15 expected)\n",
      "\tIPR013083: Zinc finger, RING/FYVE/PHD-type (5 occurrences, 13 expected)\n",
      "\tIPR001680: WD40 repeat (3 occurrences, 10 expected)\n",
      "\tIPR015943: WD40/YVTN repeat-like-containing domain superfamily (3 occurrences, 12 expected)\n",
      "\tIPR036322: WD40-repeat-containing domain superfamily (3 occurrences, 11 expected)\n",
      "\tIPR000276: G protein-coupled receptor, rhodopsin-like (3 occurrences, 13 expected)\n",
      "\tIPR000504: RNA recognition motif domain (2 occurrences, 8 expected)\n",
      "\tIPR012677: Nucleotide-binding alpha-beta plait domain superfamily (2 occurrences, 9 expected)\n",
      "\tIPR035979: RNA-binding domain superfamily (2 occurrences, 9 expected)\n",
      "\n"
     ]
    }
   ],
   "source": [
    "interpro_accessions_in_missed_transcripts(flatten_nested_dict(acc_product), acc_tally_missed_helixer, acc_tally_novel_helixer, helixer_missed_results, helixer_novel_results, min_freq=30)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Anno"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "acc_tally_shared_anno, acc_tally_missed_anno, acc_tally_novel_anno, missed_transcripts = interpro_accession_pipeline(db, og_df, wbps_col, anno_col, interproscan_dir)\n",
    "_, acc_tally_missed_anno_unassigned, acc_tally_novel_anno_unassigned, _ = interpro_accession_pipeline(db, no_og_df, wbps_col, anno_col, os.path.join(interproscan_dir, \"unassigned_genes\"))\n",
    "acc_tally_missed_anno += acc_tally_missed_anno_unassigned\n",
    "acc_tally_novel_anno += acc_tally_novel_anno_unassigned\n",
    "\n",
    "# Find InterPro accessions occurring with significantly different frequency than in control (acc_tally_shared_anno)\n",
    "anno_novel_results = fisher_exact_for_two_lists_of_accessions(acc_tally_novel_anno, acc_tally_shared_anno + acc_tally_missed_anno)\n",
    "anno_missed_results = fisher_exact_for_two_lists_of_accessions(acc_tally_missed_anno, acc_tally_shared_anno + acc_tally_novel_anno)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "InterPro accessions occurring with significantly higher frequency in novel transcripts than in shared transcripts:\n",
      "\tIPR019426: 7TM GPCR, serpentine receptor class v (Srv) (13 occurrences, 3 expected)\n",
      "\tIPR002486: Nematode cuticle collagen, N-terminal (18 occurrences, 4 expected)\n",
      "\tIPR008160: Collagen triple helix repeat (16 occurrences, 4 expected)\n",
      "\tIPR000742: EGF-like domain (11 occurrences, 4 expected)\n",
      "\tIPR003582: ShKT domain (13 occurrences, 5 expected)\n",
      "\tIPR017452: GPCR, rhodopsin-like, 7TM (17 occurrences, 7 expected)\n",
      "\n",
      "InterPro accessions that are completely missing from shared transcripts, with high frequency in novel transcripts:\n",
      "\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['IPR019426', 'IPR002486', 'IPR008160', 'IPR000742', 'IPR003582', 'IPR017452']"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list(interpro_accessions_in_novel_transcripts(flatten_nested_dict(acc_product), acc_tally_novel_anno, anno_novel_results, min_freq=10))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "InterPro accessions that are completely missing from shared transcripts, with high frequency in missed transcripts:\n",
      "\n",
      "InterPro accessions occurring with significantly higher frequency in missed transcripts than in shared transcripts:\n",
      "\tIPR040676: Domain of unknown function DUF5641 (52 occurrences, 5 expected)\n",
      "\tIPR008737: Peptidase aspartic, putative (54 occurrences, 5 expected)\n",
      "\tIPR001995: Peptidase A2A, retrovirus, catalytic (53 occurrences, 6 expected)\n",
      "\tIPR036691: Endonuclease/exonuclease/phosphatase superfamily (128 occurrences, 14 expected)\n",
      "\tIPR041588: Integrase zinc-binding domain (78 occurrences, 9 expected)\n",
      "\tIPR005312: Protein of unknown function DUF1759 (79 occurrences, 10 expected)\n",
      "\tIPR021109: Aspartic peptidase domain superfamily (130 occurrences, 16 expected)\n",
      "\tIPR001584: Integrase, catalytic core (79 occurrences, 10 expected)\n",
      "\tIPR008042: Retrotransposon, Pao (61 occurrences, 8 expected)\n",
      "\tIPR005135: Endonuclease/exonuclease/phosphatase (56 occurrences, 7 expected)\n",
      "\tIPR001969: Aspartic peptidase, active site (73 occurrences, 10 expected)\n",
      "\tIPR000477: Reverse transcriptase domain (268 occurrences, 40 expected)\n",
      "\tIPR043128: Reverse transcriptase/Diguanylate cyclase domain (150 occurrences, 23 expected)\n",
      "\tIPR043502: DNA/RNA polymerase superfamily (253 occurrences, 39 expected)\n",
      "\tIPR012337: Ribonuclease H-like superfamily (82 occurrences, 15 expected)\n",
      "\tIPR036397: Ribonuclease H superfamily (161 occurrences, 32 expected)\n",
      "\tIPR035940: CAP superfamily (86 occurrences, 17 expected)\n",
      "\tIPR001283: Cysteine-rich secretory protein-related (52 occurrences, 14 expected)\n",
      "\tIPR014044: CAP domain (56 occurrences, 16 expected)\n",
      "\n",
      "InterPro accessions occurring as expected in missed transcripts with high frequency:\n",
      "\n",
      "InterPro accessions occurring less frequently in missed transcripts than expected:\n",
      "\tIPR000276: G protein-coupled receptor, rhodopsin-like (3 occurrences, 16 expected)\n",
      "\tIPR017452: GPCR, rhodopsin-like, 7TM (4 occurrences, 23 expected)\n",
      "\tIPR011989: Armadillo-like helical (2 occurrences, 11 expected)\n",
      "\tIPR016024: Armadillo-type fold (4 occurrences, 16 expected)\n",
      "\tIPR035892: C2 domain superfamily (1 occurrences, 6 expected)\n",
      "\tIPR029021: Protein-tyrosine phosphatase-like (1 occurrences, 6 expected)\n",
      "\tIPR000719: Protein kinase domain (11 occurrences, 29 expected)\n",
      "\tIPR008271: Serine/threonine-protein kinase, active site (5 occurrences, 15 expected)\n",
      "\tIPR011009: Protein kinase-like domain superfamily (12 occurrences, 33 expected)\n",
      "\tIPR036249: Thioredoxin-like superfamily (3 occurrences, 9 expected)\n",
      "\tIPR013083: Zinc finger, RING/FYVE/PHD-type (3 occurrences, 16 expected)\n",
      "\tIPR001841: Zinc finger, RING-type (2 occurrences, 9 expected)\n",
      "\tIPR013087: Zinc finger C2H2-type (3 occurrences, 16 expected)\n",
      "\tIPR036236: Zinc finger C2H2 superfamily (2 occurrences, 10 expected)\n",
      "\tIPR017441: Protein kinase, ATP binding site (4 occurrences, 18 expected)\n",
      "\tIPR011993: PH-like domain superfamily (4 occurrences, 11 expected)\n",
      "\tIPR036291: NAD(P)-binding domain superfamily (1 occurrences, 10 expected)\n",
      "\tIPR011990: Tetratricopeptide-like helical domain superfamily (3 occurrences, 10 expected)\n",
      "\tIPR002048: EF-hand domain (1 occurrences, 7 expected)\n",
      "\tIPR011992: EF-hand domain pair (2 occurrences, 8 expected)\n",
      "\tIPR018247: EF-Hand 1, calcium-binding site (1 occurrences, 7 expected)\n",
      "\tIPR000742: EGF-like domain (3 occurrences, 14 expected)\n",
      "\tIPR017050: Metallopeptidase, nematode (1 occurrences, 7 expected)\n",
      "\tIPR038765: Papain-like cysteine peptidase superfamily (1 occurrences, 11 expected)\n",
      "\tIPR001680: WD40 repeat (1 occurrences, 12 expected)\n",
      "\tIPR015943: WD40/YVTN repeat-like-containing domain superfamily (1 occurrences, 15 expected)\n",
      "\tIPR036322: WD40-repeat-containing domain superfamily (1 occurrences, 14 expected)\n",
      "\tIPR019426: 7TM GPCR, serpentine receptor class v (Srv) (1 occurrences, 9 expected)\n",
      "\tIPR036259: MFS transporter superfamily (4 occurrences, 14 expected)\n",
      "\tIPR020846: Major facilitator superfamily domain (2 occurrences, 8 expected)\n",
      "\tIPR001650: Helicase, C-terminal (1 occurrences, 7 expected)\n",
      "\tIPR013320: Concanavalin A-like lectin/glucanase domain superfamily (1 occurrences, 6 expected)\n",
      "\tIPR000859: CUB domain (1 occurrences, 7 expected)\n",
      "\tIPR035914: Spermadhesin, CUB domain superfamily (1 occurrences, 8 expected)\n",
      "\n"
     ]
    }
   ],
   "source": [
    "interpro_accessions_in_missed_transcripts(flatten_nested_dict(acc_product), acc_tally_missed_anno, acc_tally_novel_anno, anno_missed_results, anno_novel_results, min_freq=50)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### General"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Find accessions that are significantly commonly missed by **all** tools"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "acc_tally_no_tool, acc_tally_one_plus_tool_shared, acc_tally_one_plus_tool_novel = interpro_accession_pipeline_all_tools(\n",
    "    wbps_species,\n",
    "    og_df,\n",
    "    wbps_col,\n",
    "    [braker_col, helixer_col, anno_col],\n",
    "    interproscan_dir\n",
    ")\n",
    "\n",
    "acc_tally_no_tool_unassigned, _, acc_tally_one_plus_tool_novel_unassigned = interpro_accession_pipeline_all_tools(\n",
    "    wbps_species,\n",
    "    no_og_df,\n",
    "    wbps_col,\n",
    "    [braker_col, helixer_col, anno_col],\n",
    "    os.path.join(interproscan_dir, \"unassigned_genes\")\n",
    ")\n",
    "acc_tally_no_tool += acc_tally_no_tool_unassigned\n",
    "acc_tally_one_plus_tool_novel += acc_tally_one_plus_tool_novel_unassigned\n",
    "\n",
    "no_tools_results = fisher_exact_for_two_lists_of_accessions(acc_tally_no_tool, acc_tally_one_plus_tool_shared + acc_tally_one_plus_tool_novel)\n",
    "only_tools_results = fisher_exact_for_two_lists_of_accessions(acc_tally_one_plus_tool_novel, acc_tally_one_plus_tool_shared + acc_tally_no_tool)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "InterPro accessions occurring with significantly higher frequency in novel transcripts than in shared transcripts:\n",
      "\tIPR019430: 7TM GPCR, serpentine receptor class x (Srx) (14 occurrences, 3 expected)\n",
      "\tIPR002486: Nematode cuticle collagen, N-terminal (54 occurrences, 11 expected)\n",
      "\tIPR011527: ABC transporter type 1, transmembrane domain (10 occurrences, 2 expected)\n",
      "\tIPR003439: ABC transporter-like, ATP-binding domain (14 occurrences, 4 expected)\n",
      "\tIPR003599: Immunoglobulin subtype (10 occurrences, 4 expected)\n",
      "\tIPR000535: Major sperm protein (MSP) domain (10 occurrences, 4 expected)\n",
      "\tIPR003582: ShKT domain (34 occurrences, 13 expected)\n",
      "\tIPR017452: GPCR, rhodopsin-like, 7TM (45 occurrences, 18 expected)\n",
      "\tIPR007110: Immunoglobulin-like domain (11 occurrences, 5 expected)\n",
      "\tIPR014044: CAP domain (35 occurrences, 17 expected)\n",
      "\tIPR000742: EGF-like domain (22 occurrences, 11 expected)\n",
      "\tIPR001506: Peptidase M12A (17 occurrences, 9 expected)\n",
      "\n",
      "InterPro accessions that are completely missing from shared transcripts, with high frequency in novel transcripts:\n",
      "\n"
     ]
    }
   ],
   "source": [
    "overrepd_accs = list(interpro_accessions_in_novel_transcripts(acc_product[\"domain\"], acc_tally_one_plus_tool_novel, only_tools_results, min_freq=10))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "InterPro accessions occurring with significantly higher frequency in transcripts that were missed by all tools, than in transcripts shared by at least 1 tool:\n",
      "\tIPR049163: DNA helicase Pif1-like, 2B domain (5 occurrences, 0 expected)\n",
      "\tIPR048998: STPR domain (2 occurrences, 0 expected)\n",
      "\tIPR036691: Endonuclease/exonuclease/phosphatase superfamily (87 occurrences, 6 expected)\n",
      "\tIPR005135: Endonuclease/exonuclease/phosphatase (40 occurrences, 3 expected)\n",
      "\tIPR001461: Aspartic peptidase A1 family (26 occurrences, 2 expected)\n",
      "\tIPR033121: Peptidase family A1 domain (26 occurrences, 2 expected)\n",
      "\tIPR000477: Reverse transcriptase domain (161 occurrences, 15 expected)\n",
      "\tIPR010285: DNA helicase Pif1-like (3 occurrences, 0 expected)\n",
      "\tIPR043502: DNA/RNA polymerase superfamily (145 occurrences, 15 expected)\n",
      "\tIPR018244: Allergen V5/Tpx-1-related, conserved site (29 occurrences, 3 expected)\n",
      "\tIPR001969: Aspartic peptidase, active site (37 occurrences, 4 expected)\n",
      "\tIPR035940: CAP superfamily (57 occurrences, 7 expected)\n",
      "\tIPR043128: Reverse transcriptase/Diguanylate cyclase domain (72 occurrences, 9 expected)\n",
      "\tIPR002413: Venom allergen 5-like (28 occurrences, 4 expected)\n",
      "\tIPR001995: Peptidase A2A, retrovirus, catalytic (17 occurrences, 3 expected)\n",
      "\tIPR021109: Aspartic peptidase domain superfamily (44 occurrences, 8 expected)\n",
      "\tIPR036397: Ribonuclease H superfamily (72 occurrences, 13 expected)\n",
      "\tIPR048703: Transposable element Tc3 transposase-like, DNA-binding HTH domain (4 occurrences, 1 expected)\n",
      "\tIPR001283: Cysteine-rich secretory protein-related (31 occurrences, 6 expected)\n",
      "\tIPR040676: Domain of unknown function DUF5641 (14 occurrences, 3 expected)\n",
      "\tIPR008737: Peptidase aspartic, putative (15 occurrences, 3 expected)\n",
      "\tIPR008042: Retrotransposon, Pao (19 occurrences, 4 expected)\n",
      "\tIPR014044: CAP domain (32 occurrences, 6 expected)\n",
      "\tIPR041373: Reverse transcriptase, RNase H-like domain (8 occurrences, 2 expected)\n",
      "\tIPR035901: GIY-YIG endonuclease superfamily (6 occurrences, 1 expected)\n",
      "\tIPR041577: Reverse transcriptase/retrotransposon-derived protein, RNase H-like domain (5 occurrences, 1 expected)\n",
      "\tIPR011705: BTB/Kelch-associated (6 occurrences, 1 expected)\n",
      "\tIPR005312: Protein of unknown function DUF1759 (20 occurrences, 5 expected)\n",
      "\tIPR001888: Transposase, type 1 (7 occurrences, 2 expected)\n",
      "\tIPR041588: Integrase zinc-binding domain (18 occurrences, 5 expected)\n",
      "\tIPR001584: Integrase, catalytic core (18 occurrences, 5 expected)\n",
      "\tIPR027124: SWR1-complex protein 5/Craniofacial development protein 1/2 (6 occurrences, 2 expected)\n",
      "\tIPR041426: Mos1 transposase, HTH domain (9 occurrences, 3 expected)\n",
      "\tIPR038717: Tc1-like transposase, DDE domain (4 occurrences, 1 expected)\n",
      "\tIPR000305: GIY-YIG endonuclease (5 occurrences, 2 expected)\n",
      "\tIPR012337: Ribonuclease H-like superfamily (18 occurrences, 7 expected)\n",
      "\tIPR001878: Zinc finger, CCHC-type (9 occurrences, 4 expected)\n",
      "\n",
      "InterPro accessions that are completely missing from transcripts shared by at least 1 tool, but present in transcripts that were missed by all tools:\n",
      "\tIPR049511: Polyglycine hydrolase-like, tandem repeat (1 occurrences)\n",
      "\tIPR000298: Cytochrome c oxidase subunit III-like (1 occurrences)\n",
      "\tIPR013833: Cytochrome c oxidase, subunit III, 4-helical bundle (1 occurrences)\n",
      "\tIPR024791: Cytochrome c oxidase subunit III (1 occurrences)\n",
      "\tIPR033945: Cytochrome c oxidase subunit III domain (1 occurrences)\n",
      "\tIPR035973: Cytochrome c oxidase subunit III-like superfamily (1 occurrences)\n",
      "\tIPR000440: NADH:ubiquinone/plastoquinone oxidoreductase, chain 3 (1 occurrences)\n",
      "\tIPR038430: NADH:ubiquinone oxidoreductase, subunit 3 superfamily (1 occurrences)\n",
      "\tIPR000631: ATP/ADP-dependent (S)-NAD(P)H-hydrate dehydratase (1 occurrences)\n",
      "\tIPR018792: Nuclear protein 1-like (1 occurrences)\n",
      "\tIPR018615: Large ribosomal subunit protein mL55 (1 occurrences)\n",
      "\tIPR044884: Large ribosomal subunit protein mL55 superfamily (1 occurrences)\n",
      "\tIPR012621: Mitochondrial import receptor subunit TOM7 (1 occurrences)\n",
      "\tIPR021454: Protein of unknown function DUF3105 (1 occurrences)\n",
      "\tIPR005341: Mitochondrial import inner membrane translocase subunit Tim16 (1 occurrences)\n",
      "\tIPR009787: Protein jagunal (1 occurrences)\n",
      "\tIPR019481: Transcription factor TFIIIC, triple barrel domain (1 occurrences)\n",
      "\tIPR021859: XRN2-binding (XTBD) domain (1 occurrences)\n",
      "\tIPR000077: Large ribosomal subunit protein eL39 (1 occurrences)\n",
      "\tIPR023626: Large ribosomal subunit protein eL39 domain superfamily (1 occurrences)\n",
      "\tIPR024512: Small subunit of serine palmitoyltransferase-like (1 occurrences)\n",
      "\n",
      "InterPro accessions occurring as expected in transcripts that were missed by all tools.\n",
      "\tIPR007014: FUN14 (1 occurrences, 0 expected)\n",
      "\tIPR011041: Soluble quinoprotein glucose/sorbosone dehydrogenase (1 occurrences, 0 expected)\n",
      "\tIPR049342: TRAF1-6/MEP1A/B-like, MATH domain (1 occurrences, 0 expected)\n",
      "\tIPR025246: Transposase IS30-like HTH domain (1 occurrences, 0 expected)\n",
      "\tIPR039808: Cadherin (1 occurrences, 0 expected)\n",
      "\tIPR042098: Taurine dioxygenase TauD-like superfamily (1 occurrences, 0 expected)\n",
      "\tIPR046427: Legumain prodomain superfamily (1 occurrences, 0 expected)\n",
      "\tIPR048501: Legumain, prodomain (1 occurrences, 0 expected)\n",
      "\tIPR029056: Ribokinase-like (1 occurrences, 0 expected)\n",
      "\tIPR033336: Stabilizer of axonemal microtubules 1/2 (1 occurrences, 0 expected)\n",
      "\tIPR019410: Lysine methyltransferase (1 occurrences, 0 expected)\n",
      "\tIPR010734: Copine, C-terminal (1 occurrences, 0 expected)\n",
      "\tIPR002241: Glycoside hydrolase, family 27 (1 occurrences, 0 expected)\n",
      "\tIPR002601: C6 domain (1 occurrences, 0 expected)\n",
      "\tIPR001563: Peptidase S10, serine carboxypeptidase (2 occurrences, 0 expected)\n",
      "\tIPR018202: Serine carboxypeptidase, serine active site (1 occurrences, 0 expected)\n",
      "\tIPR033124: Serine carboxypeptidases, histidine active site (1 occurrences, 0 expected)\n",
      "\tIPR001096: Peptidase C13, legumain (1 occurrences, 0 expected)\n",
      "\tIPR035127: Uncharacterized strongylid L4 protein (2 occurrences, 0 expected)\n",
      "\tIPR047655: Transposase IS630-like (1 occurrences, 0 expected)\n",
      "\tIPR003886: NIDO domain (1 occurrences, 0 expected)\n",
      "\tIPR002083: MATH/TRAF domain (1 occurrences, 0 expected)\n",
      "\tIPR000595: Cyclic nucleotide-binding domain (1 occurrences, 0 expected)\n",
      "\tIPR018490: Cyclic nucleotide-binding domain superfamily (1 occurrences, 0 expected)\n",
      "\tIPR008974: TRAF-like (1 occurrences, 0 expected)\n",
      "\tIPR011043: Galactose oxidase/kelch, beta-propeller (1 occurrences, 0 expected)\n",
      "\tIPR020894: Cadherin conserved site (1 occurrences, 0 expected)\n",
      "\tIPR042269: Serine carboxypeptidase S28, SKS domain (1 occurrences, 0 expected)\n",
      "\tIPR002126: Cadherin-like (1 occurrences, 0 expected)\n",
      "\tIPR034164: Pepsin-like domain (2 occurrences, 1 expected)\n",
      "\tIPR008758: Peptidase S28 (1 occurrences, 0 expected)\n",
      "\tIPR019427: 7TM GPCR, serpentine receptor class w (Srw) (1 occurrences, 0 expected)\n",
      "\tIPR001791: Laminin G domain (1 occurrences, 0 expected)\n",
      "\tIPR015919: Cadherin-like superfamily (1 occurrences, 0 expected)\n",
      "\tIPR018170: Aldo/keto reductase, conserved site (1 occurrences, 0 expected)\n",
      "\tIPR006652: Kelch repeat type 1 (3 occurrences, 1 expected)\n",
      "\tIPR025898: Tc3 transposase, DNA binding domain (1 occurrences, 1 expected)\n",
      "\tIPR006149: EB domain (1 occurrences, 1 expected)\n",
      "\tIPR000210: BTB/POZ domain (5 occurrences, 3 expected)\n",
      "\tIPR019422: 7TM GPCR, serpentine receptor class h (Srh) (1 occurrences, 1 expected)\n",
      "\tIPR020471: Aldo-keto reductase (1 occurrences, 1 expected)\n",
      "\tIPR015915: Kelch-type beta propeller (3 occurrences, 2 expected)\n",
      "\tIPR036875: Zinc finger, CCHC-type superfamily (5 occurrences, 3 expected)\n",
      "\tIPR036465: von Willebrand factor A-like domain superfamily (3 occurrences, 2 expected)\n",
      "\tIPR009878: Phlebovirus glycoprotein G2, fusion domain (2 occurrences, 1 expected)\n",
      "\tIPR014710: RmlC-like jelly roll fold (1 occurrences, 1 expected)\n",
      "\tIPR023210: NADP-dependent oxidoreductase domain (1 occurrences, 1 expected)\n",
      "\tIPR036812: NADP-dependent oxidoreductase domain superfamily (1 occurrences, 1 expected)\n",
      "\tIPR011333: SKP1/BTB/POZ domain superfamily (5 occurrences, 3 expected)\n",
      "\tIPR009057: Homeobox-like domain superfamily (8 occurrences, 5 expected)\n",
      "\tIPR012877: Uncharacterised oxidoreductase Dhs-27 (1 occurrences, 1 expected)\n",
      "\tIPR000152: EGF-type aspartate/asparagine hydroxylation site (1 occurrences, 1 expected)\n",
      "\tIPR008139: Saposin B type domain (1 occurrences, 1 expected)\n",
      "\tIPR036869: Chaperone J-domain superfamily (1 occurrences, 1 expected)\n",
      "\tIPR001506: Peptidase M12A (4 occurrences, 4 expected)\n",
      "\tIPR036388: Winged helix-like DNA-binding domain superfamily (6 occurrences, 6 expected)\n",
      "\tIPR019425: 7TM GPCR, serpentine receptor class t (Srt) (1 occurrences, 1 expected)\n",
      "\tIPR006150: Cysteine-rich repeat (1 occurrences, 1 expected)\n",
      "\tIPR011701: Major facilitator superfamily (2 occurrences, 2 expected)\n",
      "\tIPR011001: Saposin-like (1 occurrences, 1 expected)\n",
      "\tIPR007110: Immunoglobulin-like domain (2 occurrences, 2 expected)\n",
      "\tIPR036259: MFS transporter superfamily (4 occurrences, 4 expected)\n",
      "\tIPR036179: Immunoglobulin-like domain superfamily (2 occurrences, 2 expected)\n",
      "\tIPR006026: Peptidase, metallopeptidase (3 occurrences, 3 expected)\n",
      "\tIPR024079: Metallopeptidase, catalytic domain superfamily (4 occurrences, 5 expected)\n",
      "\tIPR001881: EGF-like calcium-binding domain (1 occurrences, 1 expected)\n",
      "\tIPR004151: 7TM GPCR, serpentine receptor class e (Sre) (1 occurrences, 1 expected)\n",
      "\tIPR002184: 7TM GPCR, serpentine receptor class b (Srb) (1 occurrences, 1 expected)\n",
      "\tIPR013785: Aldolase-type TIM barrel (1 occurrences, 1 expected)\n",
      "\tIPR029058: Alpha/Beta hydrolase fold (3 occurrences, 4 expected)\n",
      "\tIPR001245: Serine-threonine/tyrosine-protein kinase, catalytic domain (2 occurrences, 3 expected)\n",
      "\tIPR002035: von Willebrand factor, type A (1 occurrences, 1 expected)\n",
      "\tIPR013098: Immunoglobulin I-set (1 occurrences, 1 expected)\n",
      "\tIPR020846: Major facilitator superfamily domain (2 occurrences, 3 expected)\n",
      "\tIPR020635: Tyrosine-protein kinase, catalytic domain (1 occurrences, 1 expected)\n",
      "\tIPR011545: DEAD/DEAH box helicase domain (1 occurrences, 1 expected)\n",
      "\tIPR047187: Upf1-like, C-terminal helicase domain (1 occurrences, 2 expected)\n",
      "\tIPR003598: Immunoglobulin subtype 2 (1 occurrences, 2 expected)\n",
      "\tIPR003599: Immunoglobulin subtype (1 occurrences, 2 expected)\n",
      "\tIPR019421: 7TM GPCR, serpentine receptor class d (Srd) (1 occurrences, 2 expected)\n",
      "\tIPR041679: DNA2/NAM7 helicase-like, C-terminal (1 occurrences, 2 expected)\n",
      "\tIPR013320: Concanavalin A-like lectin/glucanase domain superfamily (1 occurrences, 2 expected)\n",
      "\tIPR038479: Transthyretin-like superfamily (1 occurrences, 2 expected)\n",
      "\tIPR001534: Transthyretin-like (1 occurrences, 2 expected)\n",
      "\tIPR035126: Secreted clade V protein (1 occurrences, 2 expected)\n",
      "\tIPR001650: Helicase, C-terminal (1 occurrences, 2 expected)\n",
      "\tIPR014001: Helicase superfamily 1/2, ATP-binding domain (1 occurrences, 2 expected)\n",
      "\tIPR000859: CUB domain (1 occurrences, 2 expected)\n",
      "\tIPR019424: Serpentine type 7TM GPCR chemoreceptor Srsx (1 occurrences, 2 expected)\n",
      "\tIPR035914: Spermadhesin, CUB domain superfamily (1 occurrences, 3 expected)\n",
      "\tIPR013783: Immunoglobulin-like fold (2 occurrences, 5 expected)\n",
      "\tIPR016187: C-type lectin fold (1 occurrences, 3 expected)\n",
      "\tIPR029063: S-adenosyl-L-methionine-dependent methyltransferase superfamily (1 occurrences, 3 expected)\n",
      "\tIPR036236: Zinc finger C2H2 superfamily (1 occurrences, 3 expected)\n",
      "\tIPR000742: EGF-like domain (1 occurrences, 5 expected)\n",
      "\tIPR013087: Zinc finger C2H2-type (1 occurrences, 5 expected)\n",
      "\tIPR008160: Collagen triple helix repeat (1 occurrences, 5 expected)\n"
     ]
    }
   ],
   "source": [
    "interpro_accessions_frequently_missed_by_all_tools(flatten_nested_dict(acc_product), acc_tally_no_tool, no_tools_results)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Find accessions that are significantly commonly missed by each tool."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "IPR001969: Aspartic peptidase, active site\n",
      "9.04 times more likely than with BRAKER3 (117 occurrences, 13 expected)\n",
      "5.21 times more likely than with Helixer (49 occurrences, 9 expected)\n",
      "7.36 times more likely than with Anno (73 occurrences, 10 expected)\n",
      "~~~~~~~~~~\n",
      "IPR041373: Reverse transcriptase, RNase H-like domain\n",
      "23.29 times more likely than with BRAKER3 (56 occurrences, 2 expected)\n",
      "5.13 times more likely than with Helixer (18 occurrences, 4 expected)\n",
      "9.76 times more likely than with Anno (32 occurrences, 3 expected)\n",
      "~~~~~~~~~~\n",
      "IPR001584: Integrase, catalytic core\n",
      "25.94 times more likely than with BRAKER3 (164 occurrences, 6 expected)\n",
      "3.76 times more likely than with Helixer (41 occurrences, 11 expected)\n",
      "7.63 times more likely than with Anno (79 occurrences, 10 expected)\n",
      "~~~~~~~~~~\n",
      "IPR041426: Mos1 transposase, HTH domain\n",
      "5.55 times more likely than with BRAKER3 (49 occurrences, 9 expected)\n",
      "2.81 times more likely than with Helixer (16 occurrences, 6 expected)\n",
      "2.45 times more likely than with Anno (17 occurrences, 7 expected)\n",
      "~~~~~~~~~~\n",
      "IPR041679: DNA2/NAM7 helicase-like, C-terminal\n",
      "9.71 times more likely than with BRAKER3 (39 occurrences, 4 expected)\n",
      "2.5 times more likely than with Helixer (9 occurrences, 4 expected)\n",
      "3.21 times more likely than with Anno (14 occurrences, 4 expected)\n",
      "~~~~~~~~~~\n",
      "IPR040676: Domain of unknown function DUF5641\n",
      "20.76 times more likely than with BRAKER3 (87 occurrences, 4 expected)\n",
      "3.6 times more likely than with Helixer (22 occurrences, 6 expected)\n",
      "10.34 times more likely than with Anno (52 occurrences, 5 expected)\n",
      "~~~~~~~~~~\n",
      "IPR041588: Integrase zinc-binding domain\n",
      "24.78 times more likely than with BRAKER3 (152 occurrences, 6 expected)\n",
      "3.31 times more likely than with Helixer (35 occurrences, 11 expected)\n",
      "8.39 times more likely than with Anno (78 occurrences, 9 expected)\n",
      "~~~~~~~~~~\n",
      "IPR021109: Aspartic peptidase domain superfamily\n",
      "11.29 times more likely than with BRAKER3 (213 occurrences, 19 expected)\n",
      "3.75 times more likely than with Helixer (64 occurrences, 17 expected)\n",
      "8.11 times more likely than with Anno (130 occurrences, 16 expected)\n",
      "~~~~~~~~~~\n",
      "IPR036691: Endonuclease/exonuclease/phosphatase superfamily\n",
      "4.32 times more likely than with BRAKER3 (135 occurrences, 31 expected)\n",
      "15.7 times more likely than with Helixer (151 occurrences, 10 expected)\n",
      "8.9 times more likely than with Anno (128 occurrences, 14 expected)\n",
      "~~~~~~~~~~\n",
      "IPR009878: Phlebovirus glycoprotein G2, fusion domain\n",
      "5.19 times more likely than with BRAKER3 (23 occurrences, 4 expected)\n",
      "5.6 times more likely than with Helixer (13 occurrences, 2 expected)\n",
      "8.22 times more likely than with Anno (19 occurrences, 2 expected)\n",
      "~~~~~~~~~~\n",
      "IPR036397: Ribonuclease H superfamily\n",
      "16.96 times more likely than with BRAKER3 (403 occurrences, 24 expected)\n",
      "5.08 times more likely than with Helixer (137 occurrences, 27 expected)\n",
      "5.07 times more likely than with Anno (161 occurrences, 32 expected)\n",
      "~~~~~~~~~~\n",
      "IPR014044: CAP domain\n",
      "6.17 times more likely than with BRAKER3 (130 occurrences, 21 expected)\n",
      "3.19 times more likely than with Helixer (43 occurrences, 13 expected)\n",
      "3.52 times more likely than with Anno (56 occurrences, 16 expected)\n",
      "~~~~~~~~~~\n",
      "IPR012337: Ribonuclease H-like superfamily\n",
      "12.18 times more likely than with BRAKER3 (178 occurrences, 15 expected)\n",
      "2.93 times more likely than with Helixer (43 occurrences, 15 expected)\n",
      "5.43 times more likely than with Anno (82 occurrences, 15 expected)\n",
      "~~~~~~~~~~\n",
      "IPR008737: Peptidase aspartic, putative\n",
      "22.45 times more likely than with BRAKER3 (94 occurrences, 4 expected)\n",
      "4.08 times more likely than with Helixer (26 occurrences, 6 expected)\n",
      "9.88 times more likely than with Anno (54 occurrences, 5 expected)\n",
      "~~~~~~~~~~\n",
      "IPR027124: SWR1-complex protein 5/Craniofacial development protein 1/2\n",
      "3.69 times more likely than with BRAKER3 (26 occurrences, 7 expected)\n",
      "22.71 times more likely than with Helixer (38 occurrences, 2 expected)\n",
      "8.45 times more likely than with Anno (27 occurrences, 3 expected)\n",
      "~~~~~~~~~~\n",
      "IPR001461: Aspartic peptidase A1 family\n",
      "3.58 times more likely than with BRAKER3 (41 occurrences, 11 expected)\n",
      "6.93 times more likely than with Helixer (32 occurrences, 5 expected)\n",
      "6.09 times more likely than with Anno (34 occurrences, 6 expected)\n",
      "~~~~~~~~~~\n",
      "IPR018244: Allergen V5/Tpx-1-related, conserved site\n",
      "13.37 times more likely than with BRAKER3 (96 occurrences, 7 expected)\n",
      "4.86 times more likely than with Helixer (33 occurrences, 7 expected)\n",
      "6.68 times more likely than with Anno (49 occurrences, 7 expected)\n",
      "~~~~~~~~~~\n",
      "IPR036875: Zinc finger, CCHC-type superfamily\n",
      "13.04 times more likely than with BRAKER3 (73 occurrences, 6 expected)\n",
      "2.07 times more likely than with Helixer (13 occurrences, 6 expected)\n",
      "7.17 times more likely than with Anno (40 occurrences, 6 expected)\n",
      "~~~~~~~~~~\n",
      "IPR001283: Cysteine-rich secretory protein-related\n",
      "6.47 times more likely than with BRAKER3 (121 occurrences, 19 expected)\n",
      "3.49 times more likely than with Helixer (42 occurrences, 12 expected)\n",
      "3.61 times more likely than with Anno (52 occurrences, 14 expected)\n",
      "~~~~~~~~~~\n",
      "IPR043128: Reverse transcriptase/Diguanylate cyclase domain\n",
      "8.74 times more likely than with BRAKER3 (260 occurrences, 30 expected)\n",
      "5.98 times more likely than with Helixer (120 occurrences, 20 expected)\n",
      "6.58 times more likely than with Anno (150 occurrences, 23 expected)\n",
      "~~~~~~~~~~\n",
      "IPR001888: Transposase, type 1\n",
      "5.8 times more likely than with BRAKER3 (35 occurrences, 6 expected)\n",
      "4.18 times more likely than with Helixer (15 occurrences, 4 expected)\n",
      "3.52 times more likely than with Anno (16 occurrences, 5 expected)\n",
      "~~~~~~~~~~\n",
      "IPR043502: DNA/RNA polymerase superfamily\n",
      "8.69 times more likely than with BRAKER3 (444 occurrences, 51 expected)\n",
      "6.61 times more likely than with Helixer (218 occurrences, 33 expected)\n",
      "6.5 times more likely than with Anno (253 occurrences, 39 expected)\n",
      "~~~~~~~~~~\n",
      "IPR005312: Protein of unknown function DUF1759\n",
      "29.41 times more likely than with BRAKER3 (157 occurrences, 5 expected)\n",
      "4.48 times more likely than with Helixer (45 occurrences, 10 expected)\n",
      "8.19 times more likely than with Anno (79 occurrences, 10 expected)\n",
      "~~~~~~~~~~\n",
      "IPR001878: Zinc finger, CCHC-type\n",
      "14.48 times more likely than with BRAKER3 (101 occurrences, 7 expected)\n",
      "2.41 times more likely than with Helixer (20 occurrences, 8 expected)\n",
      "5.9 times more likely than with Anno (48 occurrences, 8 expected)\n",
      "~~~~~~~~~~\n",
      "IPR035940: CAP superfamily\n",
      "6.45 times more likely than with BRAKER3 (161 occurrences, 25 expected)\n",
      "4.79 times more likely than with Helixer (72 occurrences, 15 expected)\n",
      "5.0 times more likely than with Anno (86 occurrences, 17 expected)\n",
      "~~~~~~~~~~\n",
      "IPR002413: Venom allergen 5-like\n",
      "8.3 times more likely than with BRAKER3 (96 occurrences, 12 expected)\n",
      "4.2 times more likely than with Helixer (35 occurrences, 8 expected)\n",
      "4.38 times more likely than with Anno (43 occurrences, 10 expected)\n",
      "~~~~~~~~~~\n",
      "IPR001995: Peptidase A2A, retrovirus, catalytic\n",
      "23.57 times more likely than with BRAKER3 (94 occurrences, 4 expected)\n",
      "3.03 times more likely than with Helixer (20 occurrences, 7 expected)\n",
      "9.39 times more likely than with Anno (53 occurrences, 6 expected)\n",
      "~~~~~~~~~~\n",
      "IPR033121: Peptidase family A1 domain\n",
      "3.52 times more likely than with BRAKER3 (41 occurrences, 12 expected)\n",
      "6.83 times more likely than with Helixer (32 occurrences, 5 expected)\n",
      "5.9 times more likely than with Anno (34 occurrences, 6 expected)\n",
      "~~~~~~~~~~\n",
      "IPR008042: Retrotransposon, Pao\n",
      "22.3 times more likely than with BRAKER3 (124 occurrences, 6 expected)\n",
      "5.74 times more likely than with Helixer (44 occurrences, 8 expected)\n",
      "7.61 times more likely than with Anno (61 occurrences, 8 expected)\n",
      "~~~~~~~~~~\n",
      "IPR000477: Reverse transcriptase domain\n",
      "7.73 times more likely than with BRAKER3 (441 occurrences, 57 expected)\n",
      "7.5 times more likely than with Helixer (245 occurrences, 33 expected)\n",
      "6.71 times more likely than with Anno (268 occurrences, 40 expected)\n",
      "~~~~~~~~~~\n",
      "IPR049163: DNA helicase Pif1-like, 2B domain\n",
      "7.94 times more likely than with BRAKER3 (8 occurrences, 1 expected)\n",
      "8.87 times more likely than with Helixer (5 occurrences, 1 expected)\n",
      "6.23 times more likely than with Anno (5 occurrences, 1 expected)\n",
      "~~~~~~~~~~\n",
      "IPR005135: Endonuclease/exonuclease/phosphatase\n",
      "3.68 times more likely than with BRAKER3 (59 occurrences, 16 expected)\n",
      "9.11 times more likely than with Helixer (55 occurrences, 6 expected)\n",
      "7.56 times more likely than with Anno (56 occurrences, 7 expected)\n",
      "~~~~~~~~~~\n"
     ]
    }
   ],
   "source": [
    "interpro_accessions_frequently_missed_by_each_tool(\n",
    "    flatten_nested_dict(acc_product),\n",
    "    {\n",
    "        \"BRAKER3\": braker3_missed_results,\n",
    "        \"Helixer\": helixer_missed_results,\n",
    "        \"Anno\": anno_missed_results\n",
    "    },\n",
    "    {\n",
    "        \"BRAKER3\": acc_tally_missed_braker3,\n",
    "        \"Helixer\": acc_tally_missed_helixer,\n",
    "        \"Anno\": acc_tally_missed_anno\n",
    "    }\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "domain appears in IPR003582: ShKT domain\n",
      "domain appears in IPR003582: ShKT domain\n",
      "terminal appears in IPR002486: Nematode cuticle collagen, N-terminal\n",
      "domain appears in IPR003582: ShKT domain\n",
      "domain appears in IPR003582: ShKT domain\n",
      "domain appears in IPR003582: ShKT domain\n",
      "domain appears in IPR003582: ShKT domain\n",
      "domain appears in IPR003582: ShKT domain\n",
      "domain appears in IPR003582: ShKT domain\n",
      "domain appears in IPR003582: ShKT domain\n",
      "domain appears in IPR003582: ShKT domain\n",
      "domain appears in IPR003582: ShKT domain\n"
     ]
    }
   ],
   "source": [
    "import re\n",
    "MIN_WORD_LEN = 5\n",
    "tools_missed_results = {\n",
    "    \"BRAKER3\": braker3_missed_results,\n",
    "    \"Helixer\": helixer_missed_results,\n",
    "    \"Anno\": anno_missed_results\n",
    "}\n",
    "tools_novel_results = {\n",
    "    \"BRAKER3\": braker3_novel_results,\n",
    "    \"Helixer\": helixer_novel_results,\n",
    "    \"Anno\": anno_novel_results\n",
    "}\n",
    "acc_tally_missed_tools = {\n",
    "    \"BRAKER3\": acc_tally_missed_braker3,\n",
    "    \"Helixer\": acc_tally_missed_helixer,\n",
    "    \"Anno\": acc_tally_missed_anno\n",
    "}\n",
    "acc_tally_novel_tools = {\n",
    "    \"BRAKER3\": acc_tally_novel_braker3,\n",
    "    \"Helixer\": acc_tally_novel_helixer,\n",
    "    \"Anno\": acc_tally_novel_anno\n",
    "}\n",
    "seen_words = set()\n",
    "all_words = set()\n",
    "for acc in set.intersection(*[set(results[\"more_frequent\"].keys()) for results in tools_missed_results.values()]):\n",
    "    prod = flatten_nested_dict(acc_product)[acc]\n",
    "    words = [w for w in re.split(r'\\W', prod.lower()) if w and len(w) >= MIN_WORD_LEN]\n",
    "    all_words.update(words)\n",
    "    # Check if words occur more frequently in novel-only accessions\n",
    "    for novel_acc in set.intersection(*[set(results[\"more_frequent\"].keys()) for results in tools_novel_results.values()]):\n",
    "        novel_prod = flatten_nested_dict(acc_product)[novel_acc]\n",
    "        for w in words:\n",
    "            if w in novel_prod.lower():\n",
    "                print(f\"{w} appears in {novel_acc}: {novel_prod}\")\n",
    "                seen_words.add(w)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[('superfamily', 218291), ('domain', 194630), ('reverse', 154764), ('transcriptase', 154764), ('dna', 108305), ('rna', 106720), ('polymerase', 106720), ('h', 44458), ('ribonuclease', 43650), ('endonuclease', 33908), ('exonuclease', 33264), ('phosphatase', 33264), ('peptidase', 31386), ('', 30629), ('diguanylate', 30168), ('cyclase', 30168), ('cap', 26998), ('aspartic', 25652), ('like', 15825), ('protein', 14191), ('related', 11585), ('site', 11210), ('allergen', 8768), ('cysteine', 7447), ('rich', 7447), ('secretory', 7409), ('active', 6972), ('integrase', 6930), ('catalytic', 6519), ('zinc', 5486), ('hydrolase', 5450), ('of', 5449), ('unknown', 5441), ('function', 5441), ('family', 5363), ('a1', 5356), ('1', 5301), ('p', 5017), ('loop', 5016), ('containing', 5016), ('nucleoside', 5016), ('triphosphate', 5016), ('5', 4988), ('binding', 4985), ('venom', 4592), ('conserved', 4207), ('v5', 4176), ('tpx', 4176), ('duf1759', 3900), ('core', 3564), ('type', 3181), ('retrotransposon', 3161), ('pao', 2926), ('finger', 2120), ('a2a', 2023), ('retrovirus', 2023), ('cchc', 1812), ('putative', 1770), ('kinase', 1738), ('transposase', 1713), ('homeobox', 1616), ('duf5641', 1540), ('helix', 1527), ('btb', 1442), ('winged', 1338), ('poz', 1100), ('metallopeptidase', 1070), ('hth', 1029), ('fold', 948), ('mos1', 909), ('immunoglobulin', 876), ('rnase', 787), ('kelch', 709), ('giy', 644), ('yig', 644), ('mfs', 640), ('transporter', 640), ('beta', 625), ('skp1', 605), ('m12a', 548), ('2', 536), ('helicase', 440), ('alpha', 426), ('terminal', 403), ('swr1', 396), ('complex', 396), ('craniofacial', 396), ('development', 396), ('repeat', 396), ('collagen', 387), ('major', 346), ('facilitator', 346), ('associated', 342), ('c', 316), ('7tm', 312), ('gpcr', 312), ('serpentine', 312), ('a', 308), ('c2h2', 308), ('serine', 261), ('egf', 242), ('tyrosine', 240), ('factor', 238), ('von', 237), ('willebrand', 237), ('derived', 235), ('receptor', 225), ('class', 224), ('propeller', 199), ('nematode', 198), ('cuticle', 198), ('n', 198), ('threonine', 190), ('triple', 190), ('tc1', 180), ('dde', 180), ('lectin', 177), ('cub', 177), ('dependent', 162), ('transthyretin', 145), ('tc3', 135), ('methyltransferase', 120), ('transposable', 116), ('element', 116), ('s', 114), ('subtype', 114), ('adenosyl', 113), ('l', 113), ('methionine', 113), ('pif1', 112), ('spermadhesin', 95), ('phlebovirus', 92), ('glycoprotein', 92), ('g2', 92), ('fusion', 92), ('chemoreceptor', 88), ('srsx', 88), ('oxidoreductase', 78), ('atp', 78), ('b', 78), ('secreted', 76), ('clade', 76), ('v', 76), ('saposin', 72), ('concanavalin', 71), ('glucanase', 71), ('2b', 70), ('dna2', 66), ('nam7', 66), ('d', 62), ('srd', 62), ('pepsin', 60), ('upf1', 55), ('carboxypeptidase', 54), ('dead', 53), ('deah', 53), ('box', 53), ('cadherin', 49), ('nadp', 48), ('i', 48), ('set', 48), ('barrel', 47), ('aldolase', 46), ('tim', 46), ('calcium', 44), ('e', 44), ('sre', 44), ('srb', 44), ('aldo', 38), ('keto', 38), ('reductase', 38), ('t', 38), ('srt', 38), ('27', 35), ('uncharacterized', 34), ('strongylid', 34), ('l4', 34), ('chaperone', 34), ('j', 34), ('s10', 32), ('aspartate', 31), ('asparagine', 31), ('hydroxylation', 31), ('s28', 29), ('uncharacterised', 28), ('dhs', 28), ('cyclic', 24), ('nucleotide', 24), ('rmlc', 24), ('jelly', 24), ('roll', 24), ('traf', 23), ('srh', 20), ('eb', 19), ('oxidase', 18), ('legumain', 18), ('laminin', 17), ('g', 17), ('w', 16), ('srw', 16), ('sks', 14), ('subunit', 13), ('galactose', 13), ('math', 13), ('stpr', 12), ('prodomain', 10), ('is630', 9), ('nido', 9), ('carboxypeptidases', 8), ('histidine', 8), ('c13', 8), ('stabilizer', 7), ('axonemal', 7), ('microtubules', 7), ('lysine', 7), ('copine', 7), ('glycoside', 7), ('c6', 7), ('ribokinase', 6), ('cytochrome', 5), ('iii', 5), ('taurine', 5), ('dioxygenase', 5), ('taud', 5), ('large', 4), ('ribosomal', 4), ('is30', 4), ('nadh', 2), ('ubiquinone', 2), ('3', 2), ('ml55', 2), ('fun14', 2), ('mitochondrial', 2), ('import', 2), ('soluble', 2), ('quinoprotein', 2), ('glucose', 2), ('sorbosone', 2), ('dehydrogenase', 2), ('traf1', 2), ('6', 2), ('mep1a', 2), ('el39', 2), ('polyglycine', 1), ('tandem', 1), ('4', 1), ('helical', 1), ('bundle', 1), ('plastoquinone', 1), ('chain', 1), ('adp', 1), ('nad', 1), ('hydrate', 1), ('dehydratase', 1), ('nuclear', 1), ('tom7', 1), ('duf3105', 1), ('inner', 1), ('membrane', 1), ('translocase', 1), ('tim16', 1), ('jagunal', 1), ('transcription', 1), ('tfiiic', 1), ('xrn2', 1), ('xtbd', 1), ('small', 1), ('palmitoyltransferase', 1)]\n"
     ]
    }
   ],
   "source": [
    "from reannotation.pipelines import count_prod_word_occurrence_for_signif_accs\n",
    "count_prod_word_occurrence_for_signif_accs(\n",
    "    acc_tally_no_tool,\n",
    "    acc_tally_no_tool + acc_tally_one_plus_tool_shared + acc_tally_one_plus_tool_novel,\n",
    "    flatten_nested_dict(acc_product)\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'active',\n",
       " 'allergen',\n",
       " 'aspartic',\n",
       " 'binding',\n",
       " 'catalytic',\n",
       " 'complex',\n",
       " 'conserved',\n",
       " 'craniofacial',\n",
       " 'cyclase',\n",
       " 'cysteine',\n",
       " 'development',\n",
       " 'diguanylate',\n",
       " 'duf1759',\n",
       " 'duf5641',\n",
       " 'endonuclease',\n",
       " 'exonuclease',\n",
       " 'family',\n",
       " 'finger',\n",
       " 'function',\n",
       " 'fusion',\n",
       " 'glycoprotein',\n",
       " 'helicase',\n",
       " 'integrase',\n",
       " 'peptidase',\n",
       " 'phlebovirus',\n",
       " 'phosphatase',\n",
       " 'polymerase',\n",
       " 'protein',\n",
       " 'putative',\n",
       " 'related',\n",
       " 'retrotransposon',\n",
       " 'retrovirus',\n",
       " 'reverse',\n",
       " 'ribonuclease',\n",
       " 'rnase',\n",
       " 'secretory',\n",
       " 'superfamily',\n",
       " 'transcriptase',\n",
       " 'transposase',\n",
       " 'unknown',\n",
       " 'venom'}"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_words.difference(seen_words)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "IPR001969: Aspartic peptidase, active site\n",
      "IPR033112: Phospholipase A2, aspartic acid active site\n",
      "IPR008737: Peptidase aspartic, putative\n",
      "IPR012848: Aspartic peptidase, N-terminal\n",
      "IPR019103: Aspartic peptidase, DDI1-type\n",
      "IPR001461: Aspartic peptidase A1 family\n",
      "IPR021109: Aspartic peptidase domain superfamily\n",
      "MISSED\n",
      "BRAKER3: word 'aspartic' occurs in IPR001461 with frequency 41\n",
      "BRAKER3: word 'aspartic' occurs in IPR001969 with frequency 117\n",
      "BRAKER3: word 'aspartic' occurs in IPR021109 with frequency 213\n",
      "BRAKER3: word 'aspartic' occurs in IPR008737 with frequency 94\n",
      "Helixer: word 'aspartic' occurs in IPR001969 with frequency 49\n",
      "Helixer: word 'aspartic' occurs in IPR021109 with frequency 64\n",
      "Helixer: word 'aspartic' occurs in IPR008737 with frequency 26\n",
      "Helixer: word 'aspartic' occurs in IPR001461 with frequency 32\n",
      "'IPR039037'\n",
      "Anno: word 'aspartic' occurs in IPR001461 with frequency 34\n",
      "Anno: word 'aspartic' occurs in IPR001969 with frequency 73\n",
      "Anno: word 'aspartic' occurs in IPR021109 with frequency 130\n",
      "'IPR026515'\n",
      "Anno: word 'aspartic' occurs in IPR008737 with frequency 54\n",
      "NOVEL\n",
      "'IPR050632'\n",
      "BRAKER3: word 'aspartic' occurs in IPR021109 with frequency 3\n",
      "BRAKER3: word 'aspartic' occurs in IPR001461 with frequency 2\n",
      "'IPR050632'\n",
      "Helixer: word 'aspartic' occurs in IPR021109 with frequency 4\n",
      "Helixer: word 'aspartic' occurs in IPR008737 with frequency 2\n",
      "Helixer: word 'aspartic' occurs in IPR001969 with frequency 2\n",
      "Helixer: word 'aspartic' occurs in IPR001461 with frequency 2\n",
      "'IPR042978'\n",
      "'IPR050632'\n",
      "Anno: word 'aspartic' occurs in IPR021109 with frequency 9\n",
      "Anno: word 'aspartic' occurs in IPR001969 with frequency 4\n",
      "Anno: word 'aspartic' occurs in IPR008737 with frequency 1\n",
      "Anno: word 'aspartic' occurs in IPR001461 with frequency 1\n",
      "'IPR050702'\n"
     ]
    }
   ],
   "source": [
    "word = \"aspartic\"\n",
    "\n",
    "def frequency_of_word(word, tool_tally, acc_product):\n",
    "    for tool, acc_tally in tool_tally.items():\n",
    "        for acc, freq in Counter(acc_tally).items():\n",
    "            try:\n",
    "                prod = acc_product[acc]\n",
    "            except Exception as e:\n",
    "                print(e)\n",
    "            if word in prod.lower():\n",
    "                print(f\"{tool}: word '{word}' occurs in {acc} with frequency {freq}\")\n",
    "    \n",
    "\n",
    "def find_word_in_accessions(word, acc_product):\n",
    "    for acc, prod in acc_product.items():\n",
    "        if word in prod.lower():\n",
    "            print(f\"{acc}: {prod}\")\n",
    "\n",
    "            \n",
    "find_word_in_accessions(word, flatten_nested_dict(acc_product))\n",
    "print(\"MISSED\")\n",
    "frequency_of_word(word, acc_tally_missed_tools, flatten_nested_dict(acc_product))\n",
    "print(\"NOVEL\")\n",
    "frequency_of_word(word, acc_tally_novel_tools, flatten_nested_dict(acc_product))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "IPR021109: Aspartic peptidase domain superfamily\n",
      "\tBRAKER3 missed - more_frequent\n",
      "\tHelixer missed - more_frequent\n",
      "\tAnno missed - more_frequent\n",
      "\tBRAKER3 novel - as_expected\n",
      "\tHelixer novel - as_expected\n",
      "\tAnno novel - as_expected\n",
      "IPR001995: Peptidase A2A, retrovirus, catalytic\n",
      "\tBRAKER3 missed - more_frequent\n",
      "\tHelixer missed - more_frequent\n",
      "\tAnno missed - more_frequent\n",
      "\tAnno novel - as_expected\n",
      "IPR012848: Aspartic peptidase, N-terminal\n",
      "IPR018061: Retropepsins\n",
      "\tBRAKER3 missed - not_occurring\n",
      "IPR019103: Aspartic peptidase, DDI1-type\n",
      "IPR033121: Peptidase family A1 domain\n",
      "\tBRAKER3 missed - more_frequent\n",
      "\tHelixer missed - more_frequent\n",
      "\tAnno missed - more_frequent\n",
      "\tBRAKER3 novel - as_expected\n",
      "\tHelixer novel - as_expected\n",
      "\tAnno novel - as_expected\n",
      "IPR034164: Pepsin-like domain\n",
      "\tBRAKER3 missed - as_expected\n",
      "\tHelixer missed - as_expected\n",
      "\tAnno missed - as_expected\n",
      "\tBRAKER3 novel - as_expected\n",
      "IPR001461: Aspartic peptidase A1 family\n",
      "\tBRAKER3 missed - more_frequent\n",
      "\tHelixer missed - more_frequent\n",
      "\tAnno missed - more_frequent\n",
      "\tBRAKER3 novel - as_expected\n",
      "\tHelixer novel - as_expected\n",
      "\tAnno novel - as_expected\n",
      "IPR001969: Aspartic peptidase, active site\n",
      "\tBRAKER3 missed - more_frequent\n",
      "\tHelixer missed - more_frequent\n",
      "\tAnno missed - more_frequent\n",
      "\tHelixer novel - as_expected\n",
      "\tAnno novel - as_expected\n",
      "IPR008737: Peptidase aspartic, putative\n",
      "\tBRAKER3 missed - more_frequent\n",
      "\tHelixer missed - more_frequent\n",
      "\tAnno missed - more_frequent\n",
      "\tHelixer novel - as_expected\n",
      "\tAnno novel - as_expected\n"
     ]
    }
   ],
   "source": [
    "for ap_acc in ASPARTIC_PEPTIDASE_SUPERFAMILY + [\"IPR001969\", \"IPR008737\"]:\n",
    "    if ap_acc in flatten_nested_dict(acc_product):\n",
    "        print(f\"{ap_acc}: {flatten_nested_dict(acc_product)[ap_acc]}\")\n",
    "    for tool, results in tools_missed_results.items():\n",
    "        for cat, accs in results.items():\n",
    "            for acc in accs:\n",
    "                if acc == ap_acc:\n",
    "                    print(f\"\\t{tool} missed - {cat}\")\n",
    "    for tool, results in tools_novel_results.items():\n",
    "        for cat, accs in results.items():\n",
    "            for acc in accs:\n",
    "                if acc == ap_acc:\n",
    "                    print(f\"\\t{tool} novel - {cat}\")\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "from reannotation.utils import extract_accessions_from_transcript\n",
    "from collections import defaultdict\n",
    "\n",
    "all_cds_counts = []\n",
    "ap_cds_counts = []\n",
    "all_prot_lens = []\n",
    "ap_prot_lens = []\n",
    "transcript_count = 0\n",
    "for t in wbps_species.db.all_features(featuretype=\"mRNA\"):\n",
    "    cds_exons = list(wbps_species.db.children(t, featuretype=\"CDS\"))\n",
    "    prot_len = wbps_species.get_amino_acid_count(cds_exons)\n",
    "    all_cds_counts.append(len(cds_exons))\n",
    "    all_prot_lens.append(prot_len)\n",
    "    transcript_has_ap_acc = False\n",
    "    for acc, prod in extract_accessions_from_transcript(t):\n",
    "        if acc in ASPARTIC_PEPTIDASE_SUPERFAMILY:\n",
    "            ap_cds_counts.append(len(cds_exons))\n",
    "            ap_prot_lens.append(prot_len)\n",
    "            transcript_has_ap_acc = True\n",
    "    if transcript_has_ap_acc:\n",
    "        transcript_count += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "7.0\n",
      "4.0\n",
      "407.471904315197\n",
      "731.6088957055215\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "321"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print(statistics.median(all_cds_counts))\n",
    "print(statistics.median(ap_cds_counts))\n",
    "print(statistics.mean(all_prot_lens))\n",
    "print(statistics.mean(ap_prot_lens))\n",
    "\n",
    "transcript_count"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Novel orthologues"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Novel transcripts (% of total predicted by tool)\n",
      "BRAKER3: 1458 (10.07%)\n",
      "Helixer: 3565 (18.61%)\n",
      "Anno: 4917 (23.48%)\n"
     ]
    }
   ],
   "source": [
    "print(\"Novel transcripts (% of total predicted by tool)\")\n",
    "\n",
    "shared_braker_genes = len(og_df[~og_df[wbps_col].isna() & ~og_df[braker_col].isna()][braker_col].str.split(\",\").explode().unique())\n",
    "novel_braker_orths = len(og_df[og_df[wbps_col].isna() & ~og_df[braker_col].isna()][braker_col].str.split(\",\").explode().unique())\n",
    "novel_braker_ungs = len(no_og_df[no_og_df[wbps_col].isna() & ~no_og_df[braker_col].isna()][braker_col].str.split(\",\").explode().unique())\n",
    "assert shared_braker_genes + novel_braker_orths + novel_braker_ungs == len(braker_species.all_transcript_ids)\n",
    "print(f\"BRAKER3: {novel_braker_orths + novel_braker_ungs} ({round(100*(novel_braker_orths + novel_braker_ungs)/len(braker_species.all_transcript_ids), 2)}%)\")\n",
    "\n",
    "\n",
    "shared_helixer_genes = len(og_df[~og_df[wbps_col].isna() & ~og_df[helixer_col].isna()][helixer_col].str.split(\",\").explode().unique())\n",
    "novel_helixer_orths = len(og_df[og_df[wbps_col].isna() & ~og_df[helixer_col].isna()][helixer_col].str.split(\",\").explode().unique())\n",
    "novel_helixer_ungs = len(no_og_df[no_og_df[wbps_col].isna() & ~no_og_df[helixer_col].isna()][helixer_col].str.split(\",\").explode().unique())\n",
    "assert shared_helixer_genes + novel_helixer_orths + novel_helixer_ungs == len(helixer_species.all_transcript_ids)\n",
    "print(f\"Helixer: {novel_helixer_orths + novel_helixer_ungs} ({round(100*(novel_helixer_orths + novel_helixer_ungs)/len(helixer_species.all_transcript_ids), 2)}%)\")\n",
    "\n",
    "shared_anno_genes = len(og_df[~og_df[wbps_col].isna() & ~og_df[anno_col].isna()][anno_col].str.split(\",\").explode().unique())\n",
    "novel_anno_orths = len(og_df[og_df[wbps_col].isna() & ~og_df[anno_col].isna()][anno_col].str.split(\",\").explode().unique())\n",
    "novel_anno_ungs = len(no_og_df[no_og_df[wbps_col].isna() & ~no_og_df[anno_col].isna()][anno_col].str.split(\",\").explode().unique())\n",
    "assert shared_anno_genes + novel_anno_orths + novel_anno_ungs == len(anno_species.all_transcript_ids)\n",
    "print(f\"Anno: {novel_anno_orths + novel_anno_ungs} ({round(100*(novel_anno_orths + novel_anno_ungs)/len(anno_species.all_transcript_ids), 2)}%)\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "## Run once to populate\n",
    "# novel_orthologue_pipeline(no_og_df, wbps_col, anno_col, species_list, out_dir=\"data/novel_orthologue_sequences/hcon/anno/unassigned_genes/\")\n",
    "# novel_orthologue_pipeline(no_og_df, wbps_col, braker_col, species_list, out_dir=\"data/novel_orthologue_sequences/hcon/braker3/unassigned_genes/\")\n",
    "# novel_orthologue_pipeline(no_og_df, wbps_col, helixer_col, species_list, out_dir=\"data/novel_orthologue_sequences/hcon/helixer/unassigned_genes/\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "## Run once to populate\n",
    "# novel_orthologue_pipeline(og_df, wbps_col, anno_col, species_list, out_dir=\"data/novel_orthologue_sequences/hcon/anno/\")\n",
    "# novel_orthologue_pipeline(og_df, wbps_col, braker_col, species_list, out_dir=\"data/novel_orthologue_sequences/hcon/braker3/\")\n",
    "# novel_orthologue_pipeline(og_df, wbps_col, helixer_col, species_list, out_dir=\"data/novel_orthologue_sequences/hcon/helixer/\")\n",
    "anno_esm_means = extract_esm_means(\"data/from_MARS/Hcon_esm_pLDDTs_anno.txt\").values()\n",
    "braker3_esm_means = extract_esm_means(\"data/from_MARS/Hcon_esm_pLDDTs_braker3.txt\").values()\n",
    "helixer_esm_means = extract_esm_means(\"data/from_MARS/Hcon_esm_pLDDTs_helixer.txt\").values()\n",
    "\n",
    "print(statistics.mean(map(float, anno_esm_means)))\n",
    "print(statistics.mean(map(float, braker3_esm_means)))\n",
    "print(statistics.mean(map(float, helixer_esm_means)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "cols = (\n",
    "    \"fn\",\n",
    "    \"mean\",\n",
    "    \"median\",\n",
    "    \"stdev\",\n",
    "    \"var\",\n",
    "    \"max\",\n",
    "    \"min\",\n",
    "    \"perc_confident\"\n",
    ")\n",
    "df = pd.read_csv(\"data/from_MARS/pLDDT_hcon.csv\", names=cols)\n",
    "print(f\"Mean of means: {df['mean'].mean()}\")\n",
    "print(f\"% that are \\\"Confident\\\": {100*df[df['mean'] >= 70].shape[0]/df.shape[0]}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "df_anno = pd.read_csv(\"data/from_MARS/pLDDT_hcon_anno.csv\", names=cols)\n",
    "df_braker3 = pd.read_csv(\"data/from_MARS/pLDDT_hcon_braker3.csv\", names=cols)\n",
    "df_helixer = pd.read_csv(\"data/from_MARS/pLDDT_hcon_helixer.csv\", names=cols)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "print(f\"Mean of WBPS % that are \\\"Confident\\\" residues: {df['perc_confident'].mean()}\")\n",
    "print(f\"Mean of BRAKER3 % that are \\\"Confident\\\" residues: {df_braker3['perc_confident'].mean()}\")\n",
    "print(f\"Mean of Anno % that are \\\"Confident\\\" residues: {df_anno['perc_confident'].mean()}\")\n",
    "print(f\"Mean of Helixer % that are \\\"Confident\\\" residues: {df_helixer['perc_confident'].mean()}\")"
   ]
  }
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