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Methods Destination: sectionSec2 Children: Item: Title: Genomic data processing Destination: sectionSec3 Item: Title: Drug-response data Destination: sectionSec4 Item: Title: Molecular representativity of PDXs Destination: sectionSec5 Item: Title: Drug-response prediction based on Cancer bioMarkers database Destination: sectionSec6 Item: Title: Driver co-occurrence networks Destination: sectionSec7 Children: Item: Title: Differentially altered drivers Destination: sectionSec8 Item: Title: Driver pairs Destination: sectionSec9 Item: Title: Driver co-occurrence networks Destination: sectionSec10 Item: Title: TCT4U drug-response classifiers Destination: sectionSec11 Item: Title: Model interpretation Destination: sectionSec12 Item: Title: Experimental validation in PDXs Destination: sectionSec13 Item: Title: Adaptation of TCT4U to use continuous clinical outcome measurements Destination: sectionSec14 Item: Title: Results Destination: sectionSec15 Children: Item: Title: Driver co-occurrence networks of drug response Destination: sectionSec16 Item: Title: TCT4U: a collection of 53 drug-response classifiers for genome-driven treatment prioritization Destination: sectionSec17 Item: Title: Interpretation of DCO-based predictions Destination: sectionSec18 Item: Title: Experimental validation of TCT4U drug-response predictions on a prospective PDX dataset Destination: sectionSec19 Item: Title: Bringing TCT4U from the workbench to the clinics Destination: sectionSec20 Item: Title: Discussion Destination: sectionSec21 Item: Title: Conclusions Destination: sectionSec22 Item: Title: Supplementary information Destination: sectionSec23 Item: Title: Acknowledgements Destination: section1 Item: Title: Authors’ contributions Destination: section2 Item: Title: Funding Destination: section3 Item: Title: Availability of data and materials Destination: section4 Item: Title: Ethics approval and consent to participate Destination: sectionFPar1 Item: Title: Consent for publication Destination: 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