Black Gage S, Huang Xiaomeng, Qiao Yi, Moos Philip, Sampath Deepa, Stephens Deborah M, Woyach Jennifer A, Marth Gabor T
Department of Human Genetics, University of Utah, Salt Lake City, UT.
Department of Pharmacology and Toxicology, University of Utah, Salt Lake City, UT.
bioRxiv. 2024 Mar 16:2024.03.15.585298. doi: 10.1101/2024.03.15.585298.
Bruton's tyrosine kinase (BTK) inhibitors are effective for the treatment of chronic lymphocytic leukemia (CLL) due to BTK's role in B cell survival and proliferation. Treatment resistance is most commonly caused by the emergence of the hallmark mutation that inhibits drug binding. In this study, we aimed to investigate whether the presence of additional CLL driver mutations in cancer subclones harboring a mutation accelerates subclone expansion. In addition, we sought to determine whether mutated subclones exhibit distinct transcriptomic behavior when compared to other cancer subclones. To achieve these goals, we employ our recently published method (Qiao et al. 2024) that combines bulk DNA sequencing and single-cell RNA sequencing (scRNA-seq) data to genotype individual cells for the presence or absence of subclone-defining mutations. While the most common approach for scRNA-seq includes short-read sequencing, transcript coverage is limited due to the vast majority of the reads being concentrated at the priming end of the transcript. Here, we utilized MAS-seq, a long-read scRNAseq technology, to substantially increase transcript coverage across the entire length of the transcripts and expand the set of informative mutations to link cells to cancer subclones in six CLL patients who acquired mutations during BTK inhibitor treatment. We found that -mutated subclones often acquire additional mutations in CLL driver genes, leading to faster subclone proliferation. When examining subclone-specific gene expression, we found that in one patient, -mutated subclones are transcriptionally distinct from the rest of the malignant B cell population with an overexpression of CLL-relevant genes.
布鲁顿酪氨酸激酶(BTK)抑制剂对慢性淋巴细胞白血病(CLL)的治疗有效,因为BTK在B细胞存活和增殖中发挥作用。治疗耐药性最常见的原因是出现抑制药物结合的标志性突变。在本研究中,我们旨在调查在携带该突变的癌症亚克隆中额外的CLL驱动基因突变的存在是否会加速亚克隆扩增。此外,我们试图确定与其他癌症亚克隆相比,突变亚克隆是否表现出不同的转录组行为。为实现这些目标,我们采用了我们最近发表的方法(乔等人,2024年),该方法结合了大量DNA测序和单细胞RNA测序(scRNA-seq)数据,以对单个细胞进行基因分型,确定是否存在亚克隆定义突变。虽然scRNA-seq最常见的方法包括短读长测序,但由于绝大多数读长集中在转录本的起始端,转录本覆盖范围有限。在这里,我们利用长读长scRNA-seq技术MAS-seq,大幅增加转录本全长的转录本覆盖范围,并扩大信息性突变集,以将六个在BTK抑制剂治疗期间获得该突变的CLL患者的细胞与癌症亚克隆联系起来。我们发现,携带该突变的亚克隆通常会在CLL驱动基因中获得额外突变,导致亚克隆增殖加快。在检查亚克隆特异性基因表达时,我们发现,在一名患者中,携带该突变的亚克隆在转录上与其余恶性B细胞群体不同,CLL相关基因过度表达。