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Circulating Tumor Cell Detection and Single-cell Analysis Using an Integrated Workflow Based on ChimeraX -i120 Platform: A Prospective Study

Overview
Journal Mol Oncol
Date 2020 Dec 10
PMID 33301640
Citations 7
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Abstract

Circulating tumor cell (CTC) analysis holds great potential to be a noninvasive solution for clinical cancer management. A complete workflow that combined CTC detection and single-cell molecular analysis is required. We developed the ChimeraX -i120 platform to facilitate negative enrichment, immunofluorescent labeling, and machine learning-based identification of CTCs. Analytical performances were evaluated, and a total of 477 participants were enrolled to validate the clinical feasibility of ChimeraX -i120 CTC detection. We analyzed copy number alteration profiles of isolated single cells. The ChimeraX -i120 platform had high sensitivity, accuracy, and reproducibility for CTC detection. In clinical samples, an average value of > 60% CTC-positive rate was found for five cancer types (i.e., liver, biliary duct, breast, colorectal, and lung), while CTCs were rarely identified in blood from healthy donors. In hepatocellular carcinoma patients treated with curative resection, CTC status was significantly associated with tumor characteristics, prognosis, and treatment response (all P < 0.05). Single-cell sequencing analysis revealed that heterogeneous genomic alteration patterns resided in different cells, patients, and cancers. Our results suggest that the use of this ChimeraX -i120 platform and the integrated workflow has validity as a tool for CTC detection and downstream genomic profiling in the clinical setting.

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References
1.
Baslan T, Hicks J . Unravelling biology and shifting paradigms in cancer with single-cell sequencing. Nat Rev Cancer. 2017; 17(9):557-569. DOI: 10.1038/nrc.2017.58. View

2.
Joosse S, Gorges T, Pantel K . Biology, detection, and clinical implications of circulating tumor cells. EMBO Mol Med. 2014; 7(1):1-11. PMC: 4309663. DOI: 10.15252/emmm.201303698. View

3.
Geeurickx E, Hendrix A . Targets, pitfalls and reference materials for liquid biopsy tests in cancer diagnostics. Mol Aspects Med. 2019; 72:100828. DOI: 10.1016/j.mam.2019.10.005. View

4.
Wang X, Liao X, Yu T, Gong Y, Zhang L, Huang J . Analysis of clinical significance and prospective molecular mechanism of main elements of the JAK/STAT pathway in hepatocellular carcinoma. Int J Oncol. 2019; 55(4):805-822. PMC: 6741847. DOI: 10.3892/ijo.2019.4862. View

5.
Baccelli I, Schneeweiss A, Riethdorf S, Stenzinger A, Schillert A, Vogel V . Identification of a population of blood circulating tumor cells from breast cancer patients that initiates metastasis in a xenograft assay. Nat Biotechnol. 2013; 31(6):539-44. DOI: 10.1038/nbt.2576. View