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增殖性干细胞样浆细胞在复发或难治性多发性骨髓瘤中的作用:来自单细胞RNA测序和蛋白质组分析的见解

The role of proliferating stem-like plasma cells in relapsed or refractory multiple myeloma: Insights from single-cell RNA sequencing and proteomic analysis.

作者信息

Xu Jiadai, Li Panpan, Wang Yawen, Li Jing, Xu Bei, Zhao Jiangyan, Chen Chen, Gu Shiyang, Ding Chen, Liu Peng

机构信息

Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China.

Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China.

出版信息

Br J Haematol. 2024 Sep;205(3):1031-1043. doi: 10.1111/bjh.19486. Epub 2024 Apr 26.

Abstract

The management and comprehension of relapsed or refractory multiple myeloma (RRMM) continues to pose a significant challenge. By integrating single-cell RNA sequencing (scRNA-seq) data of 15 patients with plasma cell disorders (PCDs) and proteomic data obtained from mass spectrometry-based analysis of CD138 plasma cells (PCs) from 144 PCDs patients, we identified a state of malignant PCs characterized by high stemness score and increased proliferation originating from RRMM. This state has been designated as proliferating stem-like plasma cells (PSPCs). NUCKS1 was identified as the gene marker representing the stemness of PSPCs. Comparison of differentially expressed genes among various PC states revealed a significant elevation in LGALS1 expression in PSPCs. Survival analysis on the MMRF CoMMpass dataset and GSE24080 dataset established LGALS1 as a gene associated with unfavourable prognostic implications for multiple myeloma. Ultimately, we discovered three specific ligand-receptor pairs within the midkine (MDK) signalling pathway network that play distinct roles in facilitating efficient cellular communication between PSPCs and the surrounding microenvironment cells. These insights have the potential to contribute to the understanding of molecular mechanism and the development of therapeutic strategies involving the application of stem-like cells in RRMM treatment.

摘要

复发或难治性多发性骨髓瘤(RRMM)的管理和理解仍然是一项重大挑战。通过整合15例浆细胞疾病(PCD)患者的单细胞RNA测序(scRNA-seq)数据以及从144例PCD患者的基于质谱分析的CD138浆细胞(PC)中获得的蛋白质组学数据,我们鉴定出一种源自RRMM的恶性PC状态,其特征为高干性评分和增殖增加。这种状态被命名为增殖性干细胞样浆细胞(PSPC)。NUCKS1被鉴定为代表PSPC干性的基因标志物。对不同PC状态下差异表达基因的比较显示,PSPC中LGALS1表达显著升高。对MMRF CoMMpass数据集和GSE24080数据集的生存分析确定LGALS1是一个与多发性骨髓瘤不良预后相关的基因。最终,我们在中期因子(MDK)信号通路网络中发现了三对特定的配体-受体对,它们在促进PSPC与周围微环境细胞之间的有效细胞通讯中发挥着不同作用。这些见解有可能有助于理解分子机制,并为RRMM治疗中涉及应用干细胞样细胞的治疗策略的开发做出贡献。

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