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多发性骨髓瘤 CD138 细胞表达高水平的 CHK1,与 MM 患者的总生存相关。

CD138 multiple myeloma cells express high level of CHK1 which correlated to overall survival in MM patient.

机构信息

Department of Hematology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.

出版信息

Aging (Albany NY). 2020 Nov 10;12(22):23067-23081. doi: 10.18632/aging.104066.

Abstract

Multiple myeloma (MM) is a disease in which abnormal plasma cells proliferate and secrete monoclonal immunoglobulin in the bone marrow. The main characteristic of plasma cells is the expression of the cell surface antigen syndecan-1 (CD138). However, the expression of CD138 is limited to terminally differentiated plasma cells during B cell development. A small subpopulation (2~5%) of human MM cells that lack CD138 expression has been shown to possess enormous proliferation potential experiment and in animal models, and they also can differentiate into CD138 plasma cells. Thus, this small subset of MM cells was regarded as myeloma cancer stem cell (MCSC). However, its characteristics associated with the pathogenesis of MM remain unclear. In this study, we analyzed the gene expression data of CD138 cell lines downloaded from Gene Expression Omnibus (GEO) database. Limma package in RStudio was used to identify differentially expressed genes (DEGs). Genes enrichment and protein-protein interaction (PPI) network analysis were performed on DAVID and STRING databases. Furthermore, overall survival (OS) analysis in MM patient was utilized to screen out the hub-genes closely associate with the MM pathogenesis process. Hub-genes expression validation and receiver operating characteristic curve (ROC) analysis was performed in different stages of plasma cell disorder diseases. Finally, we verified these findings in MM patient samples. Through integrated bioinformatics analysis of MM CD138 and CD138 cell lines, we found that CDC7, CDK1, and CHK1 are highly expressed in CD138 MM cells. These genes are crucial in the G2/M phase of the cell cycle pathway, which is closely related to the malignant proliferation in various tumor cells. Of note, we found that patients with high expression of CDC7, CDK1, and CHK1 had shorter overall survival time. The expression of CHK1 was significantly increased in MM cells compared with normal plasma cell (NPC) and MGUS. More importantly, we further clarified that the expression of CHK1 in release/refraction MM (R/R MM) has obviously increased compared with new diagnosed MM (ND MM).

摘要

多发性骨髓瘤(MM)是一种疾病,其中异常浆细胞在骨髓中增殖并分泌单克隆免疫球蛋白。浆细胞的主要特征是表达细胞表面抗原 syndecan-1(CD138)。然而,在 B 细胞发育过程中,CD138 的表达仅限于终末分化的浆细胞。已经证明,在实验和动物模型中,缺乏 CD138 表达的人类 MM 细胞的一小部分(2-5%)具有巨大的增殖潜力,并且它们也可以分化为 CD138 浆细胞。因此,这一小部分 MM 细胞被认为是骨髓瘤癌干细胞(MCSC)。然而,其与 MM 发病机制相关的特征仍不清楚。在这项研究中,我们分析了从基因表达综合数据库(GEO)下载的 CD138 细胞系的基因表达数据。使用 RStudio 中的 Limma 软件包来鉴定差异表达基因(DEGs)。在 DAVID 和 STRING 数据库上进行基因富集和蛋白质-蛋白质相互作用(PPI)网络分析。此外,对 MM 患者的总生存(OS)分析用于筛选与 MM 发病过程密切相关的关键基因。在不同阶段的浆细胞疾病中进行了关键基因表达验证和接受者操作特征曲线(ROC)分析。最后,我们在 MM 患者样本中验证了这些发现。通过对 MM CD138 和 CD138 细胞系的综合生物信息学分析,我们发现 CDC7、CDK1 和 CHK1 在 CD138 MM 细胞中高表达。这些基因在细胞周期途径的 G2/M 期至关重要,与各种肿瘤细胞的恶性增殖密切相关。值得注意的是,我们发现 CD138、CDK1 和 CHK1 表达较高的患者总生存时间较短。与正常浆细胞(NPC)和 MGUS 相比,MM 细胞中 CHK1 的表达显著增加。更重要的是,我们进一步阐明了释放/折射 MM(R/R MM)中 CHK1 的表达明显高于新诊断的 MM(ND MM)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe22/7746343/2657e9085089/aging-12-104066-g001.jpg

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