Integrative pan-cancer genomic and transcriptomic analyses of refractory metastatic cancer.
Yoann PradatJulien ViotAndrey A YurchenkoKonstantin GunbinLuigi CerboneMarc DelogerGuillaume GrisayLoic VerlingueVeronique Chung-ScottIsmael PadioleauLeonardo PanunziStefan MichielsAntoine HollebecqueGerome Jules-ClementLaura MezquitaAntoine LaineYohann LoriotBenjamin BesseLuc FribouletFabrice AndrePaul-Henry CournedeDaniel GautheretSergey I NikolaevPublished in: Cancer discovery (2023)
Metastatic relapse after treatment is the leading cause of cancer mortality, and known resistance mechanisms are missing for most treatments administered to patients. To bridge this gap, we analyze a pan-cancer cohort (META-PRISM) of 1,031 refractory metastatic tumors profiled via whole-exome and transcriptome sequencing. META-PRISM tumors, particularly prostate, bladder, and pancreatic types, displayed the most transformed genomes compared to primary untreated tumors. Standard-of-care resistance biomarkers were identified only in lung and colon cancers - 9.6% of META-PRISM tumors, indicating that too few resistance mechanisms have received clinical validation. In contrast, we verified the enrichment of multiple investigational and hypothetical resistance mechanisms in treated compared to non-treated patients, thereby confirming their putative role in treatment resistance. Additionally, we demonstrated that molecular markers improve six-month survival prediction, particularly in patients with advanced breast cancer. Our analysis establishes the utility of META-PRISM cohort for investigating resistance mechanisms and performing predictive analyses in cancer.
Keyphrases
- papillary thyroid
- squamous cell
- squamous cell carcinoma
- small cell lung cancer
- newly diagnosed
- prostate cancer
- ejection fraction
- healthcare
- childhood cancer
- end stage renal disease
- gene expression
- spinal cord injury
- computed tomography
- clinical trial
- type diabetes
- young adults
- quality improvement
- patient reported outcomes
- risk factors
- dna methylation
- pain management
- benign prostatic hyperplasia
- replacement therapy