Deep Learning Implicitly Handles Tissue Specific Phenomena to Predict Tumor DNA Accessibility and Immune Activity
Wnuk K, Sudol J, Givechian K, Soon-Shiong P, Rabizadeh S, Szeto C, Vaske C. Deep Learning Implicitly Handles Tissue Specific Phenomena to Predict Tumor DNA Accessibility and Immune Activity. IScience 2019, 20: 119-136. PMID: 31563852, PMCID: PMC6823659, DOI: 10.1016/j.isci.2019.09.018.Peer-Reviewed Original ResearchDNA accessibilityChromatin stateOpen chromatin stateChromatin regulationSpecific tissue typesPromoter-flanking regionAccessibility landscapeCancer Genome AtlasTranscriptional eventsTissue-specific phenomenonDNA sequencesGenome AtlasTissue typesImmune pathwaysPromoterTumor progressionAccessibility patternsLung adenocarcinomaNew toolKey dynamic featuresTumor typesPathwayRegulationImmune activitySequence