bioRxivCancer Biology
Genomic characterization of metastatic patterns from prospective clinical sequencing of 25,000 patients
B. Nguyen, C. Fong, A. Luthra, S. A. Smith, R. G. DiNatale, S. Nandakumar, H. Walch, W. K. Chatila, R. Madupuri, R. Kundra, C. M. Bielski, B. Mastrogiacomo, A. Boire, S. Chandarlapaty, K. Ganesh, J. J. Harding, C. A. Iacobuzio-Donahue, P. Razavi, E. Reznik, C. M. Rudin, D. Zamarin, W. Abida, G. K. Abou-Alfa, C. Aghajanian, A. Cercek, , Varghes
Abstract
Progression to metastatic disease remains the main cause of cancer death. Yet, the underlying genomic mechanisms driving metastasis remain largely unknown. Here, we present MSK-MET, an integrated pan-cancer cohort of tumor genomic and clinical outcome data from more than 25,000 patients. We analyzed this dataset to identify associations between tumor genomic alterations and patterns of metastatic dissemination across 50 tumor types. We found that chromosomal instability is strongly correlated with metastatic burden in some tumor types, including prostate adenocarcinoma, lung adenocarcinoma and HR-positive breast ductal carcinoma, but not in others, such as colorectal adenocarcinoma, pancreatic adenocarcinoma and high-grade serous ovarian cancer. We also identified specific somatic alterations associated with increased metastatic burden and specific routes of metastatic spread. Our data offer a unique resource for the investigation of the biological basis for metastatic spread and highlight the crucial role of chromosomal instability in cancer progression.
- organism: human
- assay: whole-genome sequencing
- research focus: variant calling
- research focus: gene regulatory network inference
- research focus: clustering
- approach: statistical model
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