Abstract:
:We used clinical tissue from lethal metastatic castration-resistant prostate cancer (CRPC) patients obtained at rapid autopsy to evaluate diverse genomic, transcriptomic, and phosphoproteomic datasets for pathway analysis. Using Tied Diffusion through Interacting Events (TieDIE), we integrated differentially expressed master transcriptional regulators, functionally mutated genes, and differentially activated kinases in CRPC tissues to synthesize a robust signaling network consisting of druggable kinase pathways. Using MSigDB hallmark gene sets, six major signaling pathways with phosphorylation of several key residues were significantly enriched in CRPC tumors after incorporation of phosphoproteomic data. Individual autopsy profiles developed using these hallmarks revealed clinically relevant pathway information potentially suitable for patient stratification and targeted therapies in late stage prostate cancer. Here, we describe phosphorylation-based cancer hallmarks using integrated personalized signatures (pCHIPS) that shed light on the diversity of activated signaling pathways in metastatic CRPC while providing an integrative, pathway-based reference for drug prioritization in individual patients.
journal_name
Celljournal_title
Cellauthors
Drake JM,Paull EO,Graham NA,Lee JK,Smith BA,Titz B,Stoyanova T,Faltermeier CM,Uzunangelov V,Carlin DE,Fleming DT,Wong CK,Newton Y,Sudha S,Vashisht AA,Huang J,Wohlschlegel JA,Graeber TG,Witte ON,Stuart JMdoi
10.1016/j.cell.2016.07.007subject
Has Abstractpub_date
2016-08-11 00:00:00pages
1041-1054issue
4eissn
0092-8674issn
1097-4172pii
S0092-8674(16)30913-8journal_volume
166pub_type
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