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# Bladder Patient Derived Organoid Dataset
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This dataset comes from a [2018 publication](https://www.sciencedirect.com/science/article/pii/S0092867418302976?via%3Dihub) (Lee et. al., 2018) that created several bladder PDO lines from xenografts in mice and performed sequencing and drug experiments.
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## Samples
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Sample information can be found on Synapse [here](https://www.synapse.org/Synapse:syn64765486).
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## Omics Data
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This study had copy number variation, RNA-seq and mutation data that was included.
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Copy number data is available at [this synapse link](https://www.synapse.org/Synapse:syn64765499). Mutation data is available at [this synapse link](https://www.synapse.org/Synapse:syn64765525). RNA-Seq data was acquired from GEO, we used the 'GSE1039990_Normalized_counts.txt.gz' table available on GEO [GSE103990](https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE103990).
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## Drug Dose-Response Experiments
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For these data, we had complete drug dose-response data to recalculate curves, available on Synapse in the [Lee Bladder PDO Datasets](https://www.synapse.org/Synapse:syn64765430) folder.
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## To Run Code
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### First sample and omics steps are the same, by hand locally or in full build process
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```
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python3 00_createBladderPDOSampleFile.py --token $SYNAPSE_AUTH_TOKEN -p prevSamples
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# for mutation data (-m)
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python3 01_createBladderPDOOmicsFiles.py --token $SYNAPSE_AUTH_TOKEN -s curSamples -g genes.csv -m
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# for expressiondata (-e)
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python3 01_createBladderPDOOmicsFiles.py --token $SYNAPSE_AUTH_TOKEN -s curSamples -g genes.csv -e
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# for copynumber (-c)
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python3 01_createBladderPDOOmicsFiles.py --token $SYNAPSE_AUTH_TOKEN -s curSamples -g genes.csv -c
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```
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### For drug and experiment steps, command depends on location of helper scripts
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```
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# for running locally (from build directory):
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python3 -m bladderpdo.02_createBladderPDODrugsFile --token $SYNAPSE_AUTH_TOKEN -d prevDrugFilePath -o ./bladderpdo/bladderpdo_drugs.tsv
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# for running in Docker as part of full build
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python3 02_createBladderPDODrugsFile.py --token $SYNAPSE_AUTH_TOKEN -d prevDrugFilePath -o /tmp/bladderpdo_drugs.tsv
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# for running locally (from build directory):
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python3 utils/build_drug_desc.py --drugtable ./bladderpdo/bladderpdo_drugs.tsv --desctable ./bladderpdo/bladderpdo_drug_descriptors.tsv.gz
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# for running in docker as part of full build
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python3 build_drug_desc.py --drugtable /tmp/bladderpdo_drugs.tsv --desctable /tmp/bladderpdo_drug_descriptors.tsv.gz
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python3 03_createBladderPDOExperimentFile.py --token $SYNAPSE_AUTH_TOKEN --drugfile curDrugFile --curSampleFile curSampleFile --output /tmp/bladderpdo_doserep.tsv
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python3 fit_curve.py --input /tmp/bladderpdo_doserep.tsv --output /tmp/bladderpdo_experiments.tsv
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```

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