Integrated Omics of Metastatic Colorectal Cancer

Cancer Cell. 2020 Nov 9;38(5):734-747.e9. doi: 10.1016/j.ccell.2020.08.002. Epub 2020 Sep 3.

Abstract

We integrate the genomics, proteomics, and phosphoproteomics of 480 clinical tissues from 146 patients in a Chinese colorectal cancer (CRC) cohort, among which 70 had metastatic CRC (mCRC). Proteomic profiling differentiates three CRC subtypes characterized by distinct clinical prognosis and molecular signatures. Proteomic and phosphoproteomic profiling of primary tumors alone successfully distinguishes cases with metastasis. Metastatic tissues exhibit high similarities with primary tumors at the genetic but not the proteomic level, and kinase network analysis reveals significant heterogeneity between primary colorectal tumors and their liver metastases. In vivo xenograft-based drug tests using 31 primary and metastatic tumors show personalized responses, which could also be predicted by kinase-substrate network analysis no matter whether tumors carry mutations in the drug-targeted genes. Our study provides a valuable resource for better understanding of mCRC and has potential for clinical application.

Keywords: colorectal cancer; drug testing model; metastasis; phosphorylation; proteogenomic.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Antineoplastic Agents / pharmacology
  • Antineoplastic Agents / therapeutic use*
  • China
  • Cohort Studies
  • Colorectal Neoplasms / drug therapy*
  • Colorectal Neoplasms / genetics
  • Colorectal Neoplasms / metabolism
  • Gene Expression Profiling
  • Gene Expression Regulation, Neoplastic / drug effects
  • Genomics / methods*
  • Humans
  • Mice
  • Molecular Targeted Therapy
  • Neoplasm Metastasis / drug therapy*
  • Neoplasm Metastasis / genetics
  • Phosphorylation
  • Precision Medicine
  • Prognosis
  • Protein Kinases / genetics*
  • Protein Kinases / metabolism*
  • Protein Kinases / pharmacology
  • Proteomics / methods*
  • Xenograft Model Antitumor Assays

Substances

  • Antineoplastic Agents
  • Protein Kinases