Central European Institute of Technology, Center of Molecular Medicine, Masaryk University, Brno, Czech Republic.
Department of Experimental Biology, Faculty of Science, Masaryk University, Brno, Czech Republic.
Mol Oncol. 2024 Oct;18(10):2541-2553. doi: 10.1002/1878-0261.13663. Epub 2024 May 21.
Early identification of resistant cancer cells is currently a major challenge, as their expansion leads to refractoriness. To capture the dynamics of these cells, we made a comprehensive analysis of disease progression and treatment response in a chronic lymphocytic leukemia (CLL) patient using a combination of single-cell and bulk genomic methods. At diagnosis, the patient presented with unfavorable genetic markers, including notch receptor 1 (NOTCH1) mutation and loss(11q). The initial and subsequent treatment lines did not lead to a durable response and the patient developed refractory disease. Refractory CLL cells featured substantial dysregulation in B-cell phenotypic markers such as human leukocyte antigen (HLA) genes, immunoglobulin (IG) genes, CD19 molecule (CD19), membrane spanning 4-domains A1 (MS4A1; previously known as CD20), CD79a molecule (CD79A) and paired box 5 (PAX5), indicating B-cell de-differentiation and disease transformation. We described the clonal evolution and characterized in detail two cell populations that emerged during the refractory disease phase, differing in the presence of high genomic complexity. In addition, we successfully tracked the cells with high genomic complexity back to the time before treatment, where they formed a rare subpopulation. We have confirmed that single-cell RNA sequencing enables the characterization of refractory cells and the monitoring of their development over time.
早期识别耐药癌细胞是目前的主要挑战,因为它们的扩增会导致耐药性。为了捕捉这些细胞的动力学,我们使用单细胞和批量基因组方法的组合,对慢性淋巴细胞白血病(CLL)患者的疾病进展和治疗反应进行了全面分析。在诊断时,患者表现出不利的遗传标志物,包括 Notch 受体 1(NOTCH1)突变和缺失(11q)。初始和后续治疗线并未导致持久反应,患者发展为难治性疾病。难治性 CLL 细胞的 B 细胞表型标志物(如人类白细胞抗原(HLA)基因、免疫球蛋白(IG)基因、CD19 分子(CD19)、跨膜 4 结构域 A1(MS4A1;以前称为 CD20)、CD79a 分子(CD79A)和配对框 5(PAX5))存在明显失调,表明 B 细胞去分化和疾病转化。我们描述了克隆进化,并详细描述了在难治性疾病阶段出现的两种细胞群,它们在存在高基因组复杂性方面存在差异。此外,我们成功地将具有高基因组复杂性的细胞追溯到治疗前的时间,当时它们形成了一个罕见的亚群。我们已经证实,单细胞 RNA 测序能够对耐药细胞进行特征描述,并监测它们随时间的发展。