Refining colorectal cancer classification and clinical stratification through a single-cell atlas

  • Ateeq M. Khaliq
  • , Cihat Erdogan
  • , Zeyneb Kurt
  • , Sultan Sevgi Turgut
  • , Miles W. Grunvald
  • , Tim Rand
  • , Sonal Khare
  • , Jeffrey A. Borgia
  • , Dana M. Hayden
  • , Sam G. Pappas
  • , Henry R. Govekar
  • , Audrey E. Kam
  • , Jochen Reiser
  • , Kiran Turaga
  • , Milan Radovich
  • , Yong Zang
  • , Yingjie Qiu
  • , Yunlong Liu
  • , Melissa L. Fishel
  • , Anita Turk
  • Vineet Gupta, Ram Al-Sabti, Janakiraman Subramanian, Timothy M. Kuzel, Anguraj Sadanandam, Levi Waldron, Arif Hussain, Mohammad Saleem, Bassel El-Rayes, Ameen A. Salahudeen, Ashiq Masood

Research output: Contribution to journalArticlepeer-review

136 Scopus citations

Abstract

Background: Colorectal cancer (CRC) consensus molecular subtypes (CMS) have different immunological, stromal cell, and clinicopathological characteristics. Single-cell characterization of CMS subtype tumor microenvironments is required to elucidate mechanisms of tumor and stroma cell contributions to pathogenesis which may advance subtype-specific therapeutic development. We interrogate racially diverse human CRC samples and analyze multiple independent external cohorts for a total of 487,829 single cells enabling high-resolution depiction of the cellular diversity and heterogeneity within the tumor and microenvironmental cells. Results: Tumor cells recapitulate individual CMS subgroups yet exhibit significant intratumoral CMS heterogeneity. Both CMS1 microsatellite instability (MSI-H) CRCs and microsatellite stable (MSS) CRC demonstrate similar pathway activations at the tumor epithelial level. However, CD8+ cytotoxic T cell phenotype infiltration in MSI-H CRCs may explain why these tumors respond to immune checkpoint inhibitors. Cellular transcriptomic profiles in CRC exist in a tumor immune stromal continuum in contrast to discrete subtypes proposed by studies utilizing bulk transcriptomics. We note a dichotomy in tumor microenvironments across CMS subgroups exists by which patients with high cancer-associated fibroblasts (CAFs) and C1Q+TAM content exhibit poor outcomes, providing a higher level of personalization and precision than would distinct subtypes. Additionally, we discover CAF subtypes known to be associated with immunotherapy resistance. Conclusions: Distinct CAFs and C1Q+ TAMs are sufficient to explain CMS predictive ability and a simpler signature based on these cellular phenotypes could stratify CRC patient prognosis with greater precision. Therapeutically targeting specific CAF subtypes and C1Q + TAMs may promote immunotherapy responses in CRC patients.

Original languageEnglish (US)
Article number113
JournalGenome Biology
Volume23
Issue number1
DOIs
StatePublished - Dec 2022
Externally publishedYes

Keywords

  • CMS classification
  • Cancer-associated fibroblast
  • Colorectal cancer
  • Immunotherapy
  • Single-cell analysis
  • Stromal signatures

ASJC Scopus subject areas

  • Ecology, Evolution, Behavior and Systematics
  • Genetics
  • Cell Biology

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