Cell State and Cell Type: Deconvoluting Circulating Tumor Cell Populations in Liquid Biopsies by Multi-Omics

Lisa Welter, Serena Zheng, Sonia Maryam Setayesh, Michael Morikado, Arushi Agrawal, Rafael Nevarez, Amin Naghdloo, Milind Pore, Nikki Higa, Anand Kolatkar, Jana Aletta Thiele, Priyanka Sharma, Halle C.F. Moore, Jennifer K. Richer, Anthony Elias, Kenneth J. Pienta, Amado J. Zurita, Mitchell E. Gross, Stephanie N. Shishido, James HicksCarmen Ruiz Velasco, Peter Kuhn

Research output: Contribution to journalArticlepeer-review

Abstract

Bi-directional crosstalk between the tumor and the tumor microenvironment (TME) has been shown to increase the rate of tumor evolution and to play a key role in neoplastic progression, therapeutic resistance, and a patient’s overall survival. Here, we set out to use a comprehensive liquid-biopsy analysis to study cancer and specific TME cells in circulation and their association with disease status. Cytokeratin+, CD45- circulating rare cells (CRCs) from nine breast and four prostate cancer patients were characterized through morphometrics, single-cell copy number analysis, and targeted multiplexed proteomics to delineate cancer cell lineage from other rare cells originating in the TME. We show that we can detect epithelial circulating tumor cells (EPI.CTC), CTCs undergoing epithelial-to-mesenchymal transition (EMT.CTC) and circulating endothelial cells (CECs) using a universal rare event detection platform (HDSCA). Longitudinal analysis of an index patient finds that CTCs are present at the time of disease progression, while CECs are predominately present at the time of stable disease. In a small cohort of prostate and breast cancer patients, we find high inter-patient and temporal intra-patient variability in the expression of tissue specific markers such as ER, HER2, AR, PSA and PSMA and EpCAM. Our study stresses the importance of the multi-omic characterization of circulating rare cells in patients with breast and prostate carcinomas, specifically highlighting overlapping and cell type defining proteo-genomic characteristics of CTCs and CECs.

Original languageEnglish (US)
Article number3949
JournalCancers
Volume15
Issue number15
DOIs
StatePublished - Aug 2023

Keywords

  • breast cancer
  • circulating endothelial cells
  • circulating tumor cells
  • epithelial–mesenchymal transition
  • liquid biopsy
  • prostate cancer

ASJC Scopus subject areas

  • Oncology
  • Cancer Research

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