Ohlstrom Denis, Walker Zachary J, Pandey Abhishek, Davis Lorraine N, Engel Krysta L, Pan Zenggang, Forsberg Peter A, Mark Tomer M, Gillen Austin E, Sherbenou Daniel W
Division of Hematology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado.
Biomedical Sciences and Biotechnology, Graduate School, University of Colorado Anschutz Medical Campus, Aurora, Colorado.
Cancer Res Commun. 2025 Jan 1;5(1):106-118. doi: 10.1158/2767-9764.CRC-24-0170.
High-risk multiple myeloma is genomically unstable, comprising heterogeneous populations of tumor cells that evolve over time. Light chain escape (LCE) is a clinical phenomenon observed when light chains rise separately from M-spike values, which implies divergent tumor evolution. We sought to understand LCE by performing high-depth transcriptomic and phenotypic studies. We performed single-cell RNA-sequencing (scRNA-seq) and ex vivo drug sensitivity profiling on serial bone marrow biopsies from a patient with LCE at diagnosis, first relapse, and relapsed/refractory timepoints. scRNA-seq revealed distinct transcriptomic subpopulations with phenotypes that could be tracked separately by clinical serum light chain and M-spike values. Genes differentially expressed between subpopulations were assessed for generalizable effects on prognosis from the Multiple Myeloma Research Foundation CoMMpass and GSE24080 datasets. Notably, the LCE subpopulation exhibited gene expression profile featuring prominent LAMP5 overexpression, which was associated with risk for osteolytic bone lesions. Ex vivo drug sensitivity testing displayed differential sensitivity of the subpopulations. Copy number variant inference showed that the transcriptomic subpopulation underlying LCE was related to a genetic subclone that evolved over time. Our findings illustrate that malignant subpopulations underly LCE in multiple myeloma. These studies imply that LCE and LAMP5 gene overexpression portends for increased risk of osteolytic bone disease and adverse prognosis, findings that were confirmed in the subset of patients from the CoMMpass database with LCE.
scRNA-seq was used to study a patient with high-risk multiple myeloma featuring LCE. LCE was rooted in a transcriptomic subpopulation that corresponded to a genetic subclone and established novel links between LCE and LAMP5 overexpression to osteolysis and prognosis, validated in RNA-seq databases.
高危多发性骨髓瘤基因组不稳定,由随时间演变的异质性肿瘤细胞群体组成。轻链逃逸(LCE)是一种临床现象,表现为轻链与M峰水平分离升高,这意味着肿瘤的不同进化。我们试图通过进行高深度转录组学和表型研究来了解LCE。我们对一名在诊断、首次复发以及复发/难治时间点出现LCE的患者的系列骨髓活检样本进行了单细胞RNA测序(scRNA-seq)和体外药敏分析。scRNA-seq揭示了具有不同转录组亚群的细胞,其表型可通过临床血清轻链和M峰水平分别追踪。对亚群之间差异表达的基因进行评估,以确定其对来自多发性骨髓瘤研究基金会CoMMpass和GSE24080数据集的预后的普遍影响。值得注意的是,LCE亚群表现出以LAMP5显著过表达为特征的基因表达谱,这与溶骨性骨病变风险相关。体外药敏测试显示各亚群具有不同的敏感性。拷贝数变异推断表明,LCE背后的转录组亚群与一个随时间演变的基因亚克隆相关。我们的研究结果表明,恶性亚群是多发性骨髓瘤中LCE的基础。这些研究表明,LCE和LAMP5基因过表达预示着溶骨性骨病风险增加和不良预后,这一发现在CoMMpass数据库中有LCE的患者亚组中得到了证实。
scRNA-seq用于研究一名具有LCE的高危多发性骨髓瘤患者。LCE源于一个转录组亚群,该亚群对应一个基因亚克隆,并在RNA-seq数据库中验证了LCE与LAMP5过表达与骨溶解和预后之间建立的新联系。