基础医学与临床 ›› 2024, Vol. 44 ›› Issue (6): 800-808.doi: 10.16352/j.issn.1001-6325.2024.06.0800

• 研究论文 • 上一篇    下一篇

CD44差异表达在胶质母细胞瘤中的生物信息学分析及细胞实验验证

孙旭, 李顺顺, 王殿恒, 王珍凤*   

  1. 中国医学科学院基础医学研究所 北京协和医学院基础学院 免疫学系 重大疾病共性机制研究全国重点实验室,北京 100005
  • 收稿日期:2024-03-02 修回日期:2024-04-18 出版日期:2024-06-05 发布日期:2024-05-24
  • 通讯作者: *zhenfeng0203@163.com
  • 基金资助:
    国家自然科学基金(82388201)

Bioinformatics analysis of differential expression of CD44 in glioblastomas and cell experimental validation

SUN Xu, LI Shunshun, WANG Dianheng, WANG Zhenfeng*   

  1. Department of Immunology, State Key Laboratory of Common Mechanism Research for Major Diseases, Institute of Basic Medicine Sciences CAMS, School of Basic Medicine PUMC, Beijing 100005, China
  • Received:2024-03-02 Revised:2024-04-18 Online:2024-06-05 Published:2024-05-24
  • Contact: *zhenfeng0203@163.com

摘要: 目的 探究CD44差异表达在胶质母细胞瘤(GBM)中的临床意义以及相关通路的富集并以胶质母细胞瘤细胞系U87进行实验验证。方法 通过差异表达和Cox分析确定泛癌转录组中肿瘤患者与健康人的CD44表达是否具有差异以及风险比(HR);比较GBM患者CD44高、低表达组的免疫浸润及干细胞相关评分,并进一步分析各免疫细胞亚群是否具有差异及其与CD44的相关性;对GBM患者CD44高、低表达组差异表达的基因进行通路富集;通过构建、包装慢病毒和运用电转核糖核蛋白复合体的方法在U87细胞中过表达(OE)、敲低(KD)以及敲除(KO)CD44;对U87和U87 CD44 OE细胞进行CD44的免疫荧光染色;敲低CD44对U87细胞的活力与凋亡进行检测,敲除CD44对U87细胞的迁移与侵袭能力进行检测。结果 CD44在GBM中表达较高与健康人差异明显(P<0.05),且HR>1。高表达CD44的GBM患者具有较高的基质细胞与免疫浸润评分以及较低的细胞干性,CD44高、低表达的GBM患者的树突状细胞、CD4+记忆T细胞和调节性T细胞具有明显差异,且与CD44表达呈正相关(P<0.05)。CD44高、低表达的GBM患者的差异基因富集在与细胞迁移与凋亡的相关通路(P<0.05)。U87细胞实验表明,CD44正常情况定位在细胞膜,但CD44 OE后会在细胞质中发生蓄积。CD44 KD会导致细胞活力下降,细胞发生凋亡,CD44KO的细胞迁移与侵袭能力也会下降(P<0.05)。结论 CD44表达降低可以促进U87细胞活力降低、凋亡比例升高,侵袭与迁移能力下降,可能是影响GBM患者预后的相关因素。

关键词: CD44, 胶质母细胞瘤, 泛癌, 细胞功能, 生物信息学

Abstract: Objective To investigate the clinical significance of the differential expression of CD44 in glioblastoma (GBM), and the enrichment of related pathways combined with U87 cell verification. Methods Differential expression and Cox analysis were used to find potential differences in CD44 expression between tumor patients and healthy people as shown by pancancer transcriptome and hazard ratio (HR). Immunoinfiltration and stem-cell related scores of GBM patients with high and low CD44 expression groups were compared and the differences between immune cell subsets, and their correlation with CD44 were further analyzed. Pathway enrichment of differentially expressed genes in high and low CD44 expression groups for GBM patients was performed. Over-expression (OE), knockdown (KD) and knockout (KO) of CD44 in U87 cells was done by constructing and packaging lentivirus and using the electroribonucleoprotein complex; CD44 immunofluorescence staining was performed on U87 and U87 CD44 OE cells. The activity and apoptosis of U87 cells were detected by knocking down CD44 and the migration and invasion ability of U87 cells were detected by knocking down CD44. Results The expression of CD44 in GBM patients was higher than that in healthy people (P<0.05) and HR>1. GBM patients with high CD44 expression had higher stromal cell and immunoinfiltration scores, and GBM patients with high and low CD44 expression had significant differences in the ratio of dendritic cells, CD4+ memory T cells and regulatory T cells, all positively correlated with CD44 expression (P<0.05). Differential gene enrichment in GBM patients with high and low CD44 expression was further associated with pathways related to cell migration and apoptosis(P<0.05). Experiments using U87 cells showed that CD44 was normally localized in the cell membrane, but for CD44 OE it accumulated in the cytoplasm. CD44 KD can lead to a decrease in cell viability, increased in cell apoptosis, with the cell migration and invasion ability of CD44 KO also decreasing (P<0.05). Conclusions Low expression of CD44 can decrease viability, migration and invasion of U87 cells and promote apoptosis rate of U87 cells, which leads to the deterioration of GBM and is a related factor potentially affecting the prognosis of GBM patients.

Key words: CD44, glioblastoma, pancancers, cell function, bioinformatics

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