Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200120, China.
The China-US (Henan) Hormel Cancer Institute, Zhengzhou, 450000, China.
Cell Oncol (Dordr). 2023 Dec;46(6):1791-1806. doi: 10.1007/s13402-023-00844-3. Epub 2023 Aug 30.
Glioma has been demonstrated as one of the most malignant intracranial tumors and currently there is no effective treatment. Based on our previous RNA-sequencing data for oxidative phosphorylation (OXPHOS)-inhibition resistant and OXPHOS-inhibition sensitive cancer cells, we found that vimentin (VIM) is highly expressed in the OXPHOS-inhibition resistant cancer cells, especially in glioma cancer cells. Further study of VIM in the literature indicates that it plays important roles in cancer progression, immunotherapy suppression, cancer stemness and drug resistance. However, its role in glioma remains elusive. This study aims to decipher the role of VIM in glioma, especially its role in OXPHOS-inhibition sensitivity, which may provide a promising therapeutic target for glioma treatment.
The expression of VIM in glioma and the normal tissue has been obtained from The Cancer Genome Atlas (TCGA) database, and further validated in Human Protein Atlas (HPA) and Chinese Glioma Genome Atlas (CGGA). And the single-cell sequencing data was obtained from TISCH2. The immune infiltration was calculated via Tumor Immune Estimation Resource (TIMER), Estimation of Stromal and Immune Cells in Malignant Tumors using Expression Data (ESTIMATE) and ssGSEA, and the Immunophenoscore (IPS) was calculated via R package. The differentiated expressed genes were analyzed including GO/KEGG and Gene Set Enrichment Analysis (GSEA) between the VIM-high and -low groups. The methylation of VIM was checked at the EWAS and Methsurv. The correlation between VIM expression and cancer stemness was obtained from SangerBox. We also employed DepMap data and verified the role of VIM by knocking down it in VIM-high glioma cell and over-expressing it in VIM-low glioma cells to check the cell viability.
Vim is highly expressed in the glioma patients compared to normal samples and its high expression negatively correlates with patients' survival. The DNA methylation in VIM promoters in glioma patients is lower than that in the normal samples. High VIM expression positively correlates with the immune infiltration and tumor progression. Furthermore, Vim is expressed high in the OXPHOS-inhibition glioma cancer cells and low in the OXPHOS-inhibition sensitive ones and its expression maintains the OXPHOS-inhibition resistance.
In conclusion, we comprehensively deciphered the role of VIM in the progression of glioma and its clinical outcomes. Thus provide new insights into targeting VIM in glioma cancer immunotherapy in combination with the current treatment.
脑胶质瘤已被证明是最恶性的颅内肿瘤之一,目前尚无有效的治疗方法。基于我们之前针对氧化磷酸化(OXPHOS)抑制耐药和 OXPHOS 抑制敏感癌细胞的 RNA 测序数据,我们发现波形蛋白(VIM)在 OXPHOS 抑制耐药癌细胞中高度表达,特别是在脑胶质瘤癌细胞中。文献中对 VIM 的进一步研究表明,它在癌症进展、免疫治疗抑制、癌症干性和耐药性中发挥重要作用。然而,它在脑胶质瘤中的作用仍不清楚。本研究旨在阐明 VIM 在脑胶质瘤中的作用,特别是它在 OXPHOS 抑制敏感性中的作用,这可能为脑胶质瘤治疗提供有前途的治疗靶点。
从癌症基因组图谱(TCGA)数据库中获得了脑胶质瘤和正常组织中 VIM 的表达,并在人类蛋白质图谱(HPA)和中国脑胶质瘤基因组图谱(CGGA)中进一步验证。单细胞测序数据来自 TISCH2。通过肿瘤免疫估计资源(TIMER)、使用表达数据估计恶性肿瘤中的基质和免疫细胞(ESTIMATE)和 ssGSEA 计算免疫浸润,通过 R 包计算免疫表型评分(IPS)。分析了 VIM-high 和-VIM-low 组之间的差异表达基因,包括 GO/KEGG 和基因集富集分析(GSEA)。在 EWAS 和 Methsurv 中检查了 VIM 的甲基化。从 SangerBox 获得了 VIM 表达与癌症干性之间的相关性。我们还利用 DepMap 数据,通过在 VIM-high 脑胶质瘤细胞中敲低 VIM 并在 VIM-low 脑胶质瘤细胞中过表达 VIM,检查细胞活力,验证了 VIM 的作用。
与正常样本相比,Vim 在脑胶质瘤患者中高表达,其高表达与患者的生存呈负相关。脑胶质瘤患者 VIM 启动子中的 DNA 甲基化低于正常样本。高 VIM 表达与免疫浸润和肿瘤进展呈正相关。此外,Vim 在 OXPHOS 抑制脑胶质瘤癌细胞中表达较高,在 OXPHOS 抑制敏感细胞中表达较低,其表达维持 OXPHOS 抑制耐药性。
综上所述,我们全面解析了 VIM 在脑胶质瘤进展及其临床结局中的作用。因此,为靶向脑胶质瘤癌症免疫治疗中的 VIM 提供了新的见解,可与当前治疗相结合。