Single-cell multiomics analysis of chronic myeloid leukemia links cellular heterogeneity to therapy response.

IF 6.4 1区 生物学 Q1 BIOLOGY eLife Pub Date : 2024-11-06 DOI:10.7554/eLife.92074
Rebecca Warfvinge, Linda Geironson Ulfsson, Parashar Dhapola, Fatemeh Safi, Mikael Sommarin, Shamit Soneji, Henrik Hjorth-Hansen, Satu Mustjoki, Johan Richter, Ram Krishna Thakur, Göran Karlsson
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Abstract

The advent of tyrosine kinase inhibitors (TKIs) as treatment of chronic myeloid leukemia (CML) is a paradigm in molecularly targeted cancer therapy. Nonetheless, TKI-insensitive leukemia stem cells (LSCs) persist in most patients even after years of treatment and are imperative for disease progression as well as recurrence during treatment-free remission (TFR). Here, we have generated high-resolution single-cell multiomics maps from CML patients at diagnosis, retrospectively stratified by BCR::ABL1IS (%) following 12 months of TKI therapy. Simultaneous measurement of global gene expression profiles together with >40 surface markers from the same cells revealed that each patient harbored a unique composition of stem and progenitor cells at diagnosis. The patients with treatment failure after 12 months of therapy had a markedly higher abundance of molecularly defined primitive cells at diagnosis compared to the optimal responders. The multiomic feature landscape enabled visualization of the primitive fraction as a mixture of molecularly distinct BCR::ABL1+ LSCs and BCR::ABL1-hematopoietic stem cells (HSCs) in variable ratio across patients, and guided their prospective isolation by a combination of CD26 and CD35 cell surface markers. We for the first time show that BCR::ABL1+ LSCs and BCR::ABL1- HSCs can be distinctly separated as CD26+CD35- and CD26-CD35+, respectively. In addition, we found the ratio of LSC/HSC to be higher in patients with prospective treatment failure compared to optimal responders, at diagnosis as well as following 3 months of TKI therapy. Collectively, this data builds a framework for understanding therapy response and adapting treatment by devising strategies to extinguish or suppress TKI-insensitive LSCs.

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慢性髓性白血病的单细胞多组学分析将细胞异质性与治疗反应联系起来。
酪氨酸激酶抑制剂(TKIs)治疗慢性髓性白血病(CML)的出现是分子靶向癌症治疗的典范。然而,对TKI不敏感的白血病干细胞(LSCs)即使在经过多年治疗后仍然存在于大多数患者体内,并且是疾病进展以及无治疗缓解期(TFR)复发的必要条件。在这里,我们生成了CML患者诊断时的高分辨率单细胞多组学图谱,并在TKI治疗12个月后按BCR::ABL1IS(%)进行了回顾性分层。同时测量的全基因表达谱和来自相同细胞的40多种表面标记物显示,每位患者在诊断时都拥有独特的干细胞和祖细胞组成。与最佳应答者相比,治疗12个月后治疗失败的患者在诊断时分子定义的原始细胞丰度明显更高。多基因组特征图谱使原始细胞部分可视化为分子上不同的BCR::ABL1+ LSCs和BCR::ABL1-造血干细胞(HSCs)的混合物,它们在不同患者中的比例各不相同,并通过CD26和CD35细胞表面标志物的组合指导它们的前瞻性分离。我们首次发现,BCR::ABL1+造血干细胞和BCR::ABL1-造血干细胞可分别以CD26+CD35-和CD26-CD35+的形式区分开来。此外,我们还发现,在诊断时以及接受 TKI 治疗 3 个月后,与最佳应答者相比,前瞻性治疗失败患者的 LSC/HSC 比例更高。总之,这些数据为了解治疗反应和通过制定策略消灭或抑制对 TKI 不敏感的 LSCs 来调整治疗建立了一个框架。
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来源期刊
eLife
eLife BIOLOGY-
CiteScore
12.90
自引率
3.90%
发文量
3122
审稿时长
17 weeks
期刊介绍: eLife is a distinguished, not-for-profit, peer-reviewed open access scientific journal that specializes in the fields of biomedical and life sciences. eLife is known for its selective publication process, which includes a variety of article types such as: Research Articles: Detailed reports of original research findings. Short Reports: Concise presentations of significant findings that do not warrant a full-length research article. Tools and Resources: Descriptions of new tools, technologies, or resources that facilitate scientific research. Research Advances: Brief reports on significant scientific advancements that have immediate implications for the field. Scientific Correspondence: Short communications that comment on or provide additional information related to published articles. Review Articles: Comprehensive overviews of a specific topic or field within the life sciences.
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