Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA.
New York Genome Center, New York, NY, USA.
Nature. 2019 Jul;571(7765):355-360. doi: 10.1038/s41586-019-1367-0. Epub 2019 Jul 3.
Defining the transcriptomic identity of malignant cells is challenging in the absence of surface markers that distinguish cancer clones from one another, or from admixed non-neoplastic cells. To address this challenge, here we developed Genotyping of Transcriptomes (GoT), a method to integrate genotyping with high-throughput droplet-based single-cell RNA sequencing. We apply GoT to profile 38,290 CD34 cells from patients with CALR-mutated myeloproliferative neoplasms to study how somatic mutations corrupt the complex process of human haematopoiesis. High-resolution mapping of malignant versus normal haematopoietic progenitors revealed an increasing fitness advantage with myeloid differentiation of cells with mutated CALR. We identified the unfolded protein response as a predominant outcome of CALR mutations, with a considerable dependency on cell identity, as well as upregulation of the NF-κB pathway specifically in uncommitted stem cells. We further extended the GoT toolkit to genotype multiple targets and loci that are distant from transcript ends. Together, these findings reveal that the transcriptional output of somatic mutations in myeloproliferative neoplasms is dependent on the native cell identity.
在缺乏能够区分癌症克隆与其他非肿瘤细胞的表面标志物的情况下,定义恶性细胞的转录组特征具有挑战性。为了解决这一挑战,我们开发了一种名为 Genotyping of Transcriptomes(GoT)的方法,该方法将基因分型与高通量基于液滴的单细胞 RNA 测序相结合。我们应用 GoT 对 38290 个来自 CALR 突变骨髓增殖性肿瘤患者的 CD34 细胞进行了分析,以研究体细胞突变如何破坏人类造血的复杂过程。恶性与正常造血祖细胞的高分辨率图谱揭示了具有突变 CALR 的细胞在髓系分化过程中具有越来越大的适应性优势。我们发现未折叠蛋白反应是 CALR 突变的主要结果,其对细胞身份具有相当大的依赖性,以及 NF-κB 通路在未分化的干细胞中特异性上调。我们进一步扩展了 GoT 工具包,以对远离转录末端的多个靶标和基因座进行基因分型。总之,这些发现表明骨髓增殖性肿瘤中体细胞突变的转录组输出依赖于固有细胞身份。