Mihalcioiu Catalin, Li Jiarong, Badescu Dunarel, Camirand Anne, Kremer Nathaniel, Bertos Nicholas, Omeroglu Atilla, Sebag Michael, Di Battista John, Park Morag, Ragoussis Jiannis, Kremer Richard
Department of Medicine, McGill University Health Centre Glen Site, 1001 Boul. Décarie, Mail Drop EM1.3229, Montréal, Québec, H4A 3J1, Canada.
McGill University Génome Centre, Department of Human Genetics Montréal, Québec, Canada.
Am J Cancer Res. 2023 Jan 15;13(1):25-44. eCollection 2023.
Circulating tumor cells (CTCs) represent cells shed from the primary tumor or metastatic sites and can be used to monitor treatment response and tumor recurrence. However, CTCs circulate in extremely low numbers making in-depth analysis beyond simple enumeration challenging when collected from peripheral blood. Furthermore, tumor heterogeneity, a hallmark of many tumors, especially breast cancer, further complicates CTC characterization. To overcome this limitation, we developed a platform based on the large-scale isolation of CTCs by apheresis, allowing us to collect CTCs in large numbers, which were preserved live in liquid nitrogen for further characterization. Flow cytometry followed by cell sorting (FACS) was performed using a combination of antibodies directed against cell surface markers of white blood cells (CD45) and epithelial tumor cells (CK8). Analysis of subpopulations CD45+/- and CK8+/- by bulk RNA sequencing (RNAseq) and the CD45-/CK8 positive population by single-cell RNAseq was performed. The CD45- population was enriched using CD45 magnetic beads separation and examined by IHC for pan-cytokeratin and immunofluorescence (IF) for specific markers, including the elusive circulating cancer stem cells (CSCs). CSC-rich mammospheres were grown in vitro for further analysis and treated to examine their response to chemotherapeutic agents. Finally, mammospheres were transplanted into the mammary fat pad and bone of immunodeficient mice to examine tumor growth in vivo. This platform enables the detection and collection of CTCs in early and late-stage breast cancer patients of every subtype. Markers including CD44/24, ALDH1 and CXCR4 were identified by IF and showed high expression following mammosphere culture, which responded predictably to chemotherapeutic agents. Mammospheres were also transplanted into nude mice and induced tumors in the mammary fat pad and bone following intra-tibial transplantation. Finally, bulk RNA analysis of the FACS isolated CD45+/- and CK8+/- cells showed a clear separation of CD45- away from CD45+ populations. Single-cell RNAseq of the FACS isolated CD45-/CK8+ cells showed the presence of 4-5 clusters, confirming the high degree of heterogeneity of CTCs. Our platform for large-scale isolation of CTCs using apheresis is suitable for an in-depth analysis of the cancer phenotype and may eventually allow evaluation in real-time of the disease process to optimize cancer regimens.
循环肿瘤细胞(CTCs)是从原发性肿瘤或转移部位脱落的细胞,可用于监测治疗反应和肿瘤复发。然而,CTCs在血液中的循环数量极低,从外周血中收集时,除了简单计数外,进行深入分析具有挑战性。此外,肿瘤异质性是许多肿瘤(尤其是乳腺癌)的一个标志,这使得CTCs的特征分析更加复杂。为了克服这一局限性,我们开发了一个基于单采大规模分离CTCs的平台,使我们能够大量收集CTCs,并将其液氮保存以进行进一步表征。使用针对白细胞(CD45)和上皮肿瘤细胞(CK8)细胞表面标志物的抗体组合进行流式细胞术及细胞分选(FACS)。通过批量RNA测序(RNAseq)分析CD45+/-和CK8+/-亚群,并通过单细胞RNAseq分析CD45-/CK8阳性群体。使用CD45磁珠分离法富集CD45-群体,并通过免疫组化检测泛细胞角蛋白,通过免疫荧光(IF)检测包括难以捉摸的循环癌干细胞(CSCs)在内的特异性标志物。富含CSC的乳腺球在体外培养以进行进一步分析,并进行处理以检测它们对化疗药物的反应。最后,将乳腺球移植到免疫缺陷小鼠的乳腺脂肪垫和骨骼中,以检测体内肿瘤生长情况。该平台能够检测和收集各亚型早期和晚期乳腺癌患者的CTCs。通过IF鉴定出包括CD44/24、ALDH1和CXCR4在内的标志物,这些标志物在乳腺球培养后高表达,并对化疗药物有可预测的反应。乳腺球也被移植到裸鼠体内,并在胫骨内移植后在乳腺脂肪垫和骨骼中诱导肿瘤。最后,对FACS分离的CD45+/-和CK8+/-细胞进行批量RNA分析,结果显示CD45-群体与CD45+群体明显分离。对FACS分离的CD45-/CK8+细胞进行单细胞RNAseq分析,结果显示存在4-5个簇,证实了CTCs的高度异质性。我们使用单采大规模分离CTCs的平台适用于对癌症表型进行深入分析,并最终可能允许实时评估疾病进程以优化癌症治疗方案。