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Cell State and Cell Type: Deconvoluting Circulating Tumor Cell Populations in Liquid Biopsies by Multi-Omics.
Lisa Welter1,2, Serena Zheng1, Sonia Maryam Setayesh1,2
1Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA.
Cancers
|August 12, 2023
Summary
This study analyzes circulating rare cells in breast and prostate cancer patients using liquid biopsies. It highlights the importance of multi-omic characterization for understanding cancer progression and therapeutic resistance.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Tumor-microenvironment interactions drive cancer progression, therapeutic resistance, and impact patient survival.
- Liquid biopsies offer a non-invasive method to study circulating tumor and microenvironment cells.
Purpose of the Study:
- To comprehensively analyze circulating rare cells (CRCs) from breast and prostate cancer patients.
- To delineate cancer cell lineages from other rare cells within the tumor microenvironment (TME).
- To associate circulating cells with disease status and progression.
Main Methods:
- Utilized a universal rare event detection platform (HDSCA) for Cytokeratin+, CD45- CRCs.
- Employed morphometrics, single-cell copy number analysis, and targeted multiplexed proteomics.
- Characterized epithelial circulating tumor cells (EPI.CTCs), epithelial-to-mesenchymal transition CTCs (EMT.CTCs), and circulating endothelial cells (CECs).
Main Results:
- Successfully detected EPI.CTCs, EMT.CTCs, and CECs.
- Longitudinal analysis showed CTCs at disease progression and CECs at stable disease.
- Observed significant inter-patient and temporal intra-patient variability in marker expression (ER, HER2, AR, PSA, PSMA, EpCAM).
Conclusions:
- Multi-omic characterization of CRCs is crucial for understanding breast and prostate carcinomas.
- Highlighted overlapping and cell-type-defining proteo-genomic features of CTCs and CECs.
- Emphasized the clinical relevance of analyzing circulating rare cells for disease monitoring.
Keywords:
breast cancercirculating endothelial cellscirculating tumor cellsepithelial–mesenchymal transitionliquid biopsyprostate cancer
