Single-cell transcriptomics uncovers distinct molecular signatures of stem cells in chronic myeloid leukemia

髓系白血病 干细胞 生物 转录组 计算生物学 髓样 癌症研究 白血病 细胞 髓系细胞 基因 遗传学 基因表达
作者
Alice Giustacchini,Supat Thongjuea,Nikolaos Barkas,Petter Woll,Benjamin Povinelli,Christopher A.G. Booth,Paul Sopp,Ruggiero Norfo,Alba Rodríguez-Meira,Neil Ashley,Lauren E. Jamieson,Paresh Vyas,Kristina Anderson,Åsa Segerstolpe,Hong Qian,Ulla Olsson‐Strömberg,Satu Mustjoki,Rickard Sandberg,Sten Eirik W. Jacobsen,Adam J. Mead
出处
期刊:Nature Medicine [Nature Portfolio]
卷期号:23 (6): 692-702 被引量:418
标识
DOI:10.1038/nm.4336
摘要

Applying a new, more sensitive single-cell transcriptomics method to diagnosis, remission and progression samples from patients with chronic myeloid leukemia reveals insight into the heterogeneity of cells that resist treatment with targeted therapy, as well as into the dynamics of disease progression and its effects on nontransformed hematopoietic stem cells. Recent advances in single-cell transcriptomics are ideally placed to unravel intratumoral heterogeneity and selective resistance of cancer stem cell (SC) subpopulations to molecularly targeted cancer therapies. However, current single-cell RNA-sequencing approaches lack the sensitivity required to reliably detect somatic mutations. We developed a method that combines high-sensitivity mutation detection with whole-transcriptome analysis of the same single cell. We applied this technique to analyze more than 2,000 SCs from patients with chronic myeloid leukemia (CML) throughout the disease course, revealing heterogeneity of CML-SCs, including the identification of a subgroup of CML-SCs with a distinct molecular signature that selectively persisted during prolonged therapy. Analysis of nonleukemic SCs from patients with CML also provided new insights into cell-extrinsic disruption of hematopoiesis in CML associated with clinical outcome. Furthermore, we used this single-cell approach to identify a blast-crisis-specific SC population, which was also present in a subclone of CML-SCs during the chronic phase in a patient who subsequently developed blast crisis. This approach, which might be broadly applied to any malignancy, illustrates how single-cell analysis can identify subpopulations of therapy-resistant SCs that are not apparent through cell-population analysis.
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