Department of Liver Surgery & Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.
Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai, China.
Mol Oncol. 2021 Sep;15(9):2345-2362. doi: 10.1002/1878-0261.12876. Epub 2020 Dec 25.
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.
循环肿瘤细胞 (CTC) 分析有可能成为临床癌症管理的一种非侵入性解决方案。需要建立一个完整的工作流程,将 CTC 检测与单细胞分子分析相结合。我们开发了 ChimeraX-i120 平台,以促进 CTC 的阴性富集、免疫荧光标记和基于机器学习的鉴定。我们对分析性能进行了评估,并招募了总共 477 名参与者来验证 ChimeraX-i120 CTC 检测的临床可行性。我们分析了分离的单细胞的拷贝数改变谱。ChimeraX-i120 平台在 CTC 检测方面具有高灵敏度、准确性和重现性。在临床样本中,五种癌症(即肝、胆管、乳腺、结直肠和肺)的平均 CTC 阳性率>60%,而健康供体血液中很少发现 CTC。在接受根治性切除治疗的肝细胞癌患者中,CTC 状态与肿瘤特征、预后和治疗反应显著相关(均 P<0.05)。单细胞测序分析显示,不同细胞、患者和癌症中存在异质性的基因组改变模式。我们的结果表明,该 ChimeraX-i120 平台的使用及其集成工作流程具有有效性,可作为临床 CTC 检测和下游基因组分析的工具。