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铜死亡与基于泛癌症多组学和单细胞测序分析的免疫抑制性肿瘤微环境相关。

Cuproptosis correlates with immunosuppressive tumor microenvironment based on pan-cancer multiomics and single-cell sequencing analysis.

机构信息

Department of Health Management, The People's Hospital of Guangxi Zhuang Autonomous Region & Research center of Health Management, Guangxi Academy of Medical Sciences, Nanning, Guangxi, 530021, People's Republic of China.

Division of Colorectal & Anal Surgery, Department of Gastrointestinal Surgery, Guangxi Medical University Cancer Hospital, Nanning, People's Republic of China.

出版信息

Mol Cancer. 2023 Mar 24;22(1):59. doi: 10.1186/s12943-023-01752-8.

Abstract

Recent studies suggest that cuproptosis, a novel mode of cell death, may be associated with the development of cancer. However, no studies are showing its role in tumorigenesis, progression, and prognosis. In the present study, we comprehensively analyzed the expression difference, gene variation and methylation modification of cuproptosis-related genes (CRGs) in pan-cancer. Then, Single sample gene set enrichment analysis (ssGSEA) was used to calculate individual cuproptosis scores (CS). The association of CS with copy number variation, clinical features, immune-related genes, TMB, MSI, and tumor immune dysfunction and exclusion (TIDE) was comprehensively assessed. Single-cell transcriptome sequencing (scRNA-seq) to analyze the activation of cuproptosis in the tumor microenvironment. Immunohistochemistry (IHC) were used to validate the expression of cuproptosis hub-gene. Our study shows that CRGs were significantly expressed in a variety of tumors, and CDKN2A had the highest mutation frequency (49%) in all tumors. A significant increase in the CS was observed in most cancers and were associated with poor prognosis in the majority of tumors. CS was significantly negatively correlated with tumor microenvironment scores in more than 10 tumors and positively correlated with PD-L1 in 11 tumors, suggesting involvement in tumor immune escape. scRNA-seq suggests that CRG scores significantly increased in the cancer cells. This study opens avenues for further research on the role of cuproptosis in the occurrence and development of cancer and the development of targeted therapies based on cuproptosis.

摘要

最近的研究表明,细胞死亡的一种新形式——铜死亡(cuproptosis)可能与癌症的发展有关。然而,目前尚无研究表明其在肿瘤发生、进展和预后中的作用。在本研究中,我们全面分析了泛癌中铜死亡相关基因(CRGs)的表达差异、基因变异和甲基化修饰。然后,我们使用单样本基因集富集分析(ssGSEA)来计算个体铜死亡分数(CS)。综合评估 CS 与拷贝数变异、临床特征、免疫相关基因、TMB、MSI 和肿瘤免疫功能障碍和排斥(TIDE)的相关性。单细胞转录组测序(scRNA-seq)用于分析肿瘤微环境中铜死亡的激活情况。免疫组织化学(IHC)用于验证铜死亡枢纽基因的表达。我们的研究表明,CRGs 在多种肿瘤中均有显著表达,且所有肿瘤中 CDKN2A 的突变频率最高(49%)。CS 在大多数癌症中显著增加,且在大多数肿瘤中与预后不良相关。CS 在 10 多种肿瘤中与肿瘤微环境评分呈显著负相关,在 11 种肿瘤中与 PD-L1 呈显著正相关,提示其参与肿瘤免疫逃逸。scRNA-seq 表明,CRG 评分在癌细胞中显著增加。本研究为进一步研究铜死亡在癌症发生发展中的作用以及基于铜死亡的靶向治疗开辟了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1db/10037895/c18bd3acc568/12943_2023_1752_Fig1_HTML.jpg

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