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评估焦亡相关Gasdermin家族基因在肝细胞癌中的价值:多组学综合分析

Assessment the value of Pyroptosis-Associated Gasdermin family genes in hepatocellular carcinoma: A Multi-Omics Comprehensive Analysis.

作者信息

Wei Changhong, Zhou Jiamin, Tao Wenfu, Qin Lixian, Zhang Keke, Huang Jieshan, Gao Ling, Zhou Sufang

机构信息

Department of Clinical Laboratory, The Fifth Affiliated Hospital of Guangxi Medical University, Nanning, China.

Department of Clinical Laboratory, The First People's Hospital of Nanning, Nanning, China.

出版信息

J Cancer. 2024 Feb 12;15(7):1966-1982. doi: 10.7150/jca.88887. eCollection 2024.

Abstract

Hepatocellular carcinoma (HCC) is one of the common primary cancers of the liver worldwide and leading cause of mortality. Gasdermins (GSDMs) family genes play an important role in the regulation of the normal physiological processes and have been implicated in multiple diseases. However, little is known about the relationship between different GSDMs proteins and HCC. The aim of this study was to explore the potential relationship between the expression, prognosis, genetic variation and immune infiltration of GSDMs family genes and HCC. We used different bioinformatics common public databases such as GSCA, GEPIA, UALCAN, HPA, Kaplan-Meier Plotter, LinkedOmics, GeneMANIA, STRING, cBioPortal, TIMER and TISIDB to analyze the differential expression of the different GSDMs, prognostic value, genetic alterations, immune cell infiltration and their functional networks in HCC patients. All the members of the GSDMs family exhibited elevated mRNA expression levels in LIHC compared to the normal tissues, while only GSDMB, GSDMD and GSDME showed enhanced protein expression. The mRNA expression of most GSDMs members was found to be elevated in HCC patients at stages I-III (clinical stage) compared to the normal subjects. The expression of GSDMD was correlated with OS and DSS of patients, whereas GSDME was correlated with OS, DSS and RFS of patients. Gene amplification was observed to be main mode of variation in members of the GSDMs family. KEGG pathway analysis showed that genes associated with different members of the GSDMs family were enriched in the pathways of . infection, intestinal immunity, ribosome and protein assembly, oxidative phosphorylation, osteoclast differentiation and Fc gamma (γ) R-mediated phagocytosis. In addition, expression of both GSDMA and GSDME were found to be correlated most significantly with infiltration of immune cells, while GSDMA and GSDME somatic cell copy number alteration (CAN) were correlated significantly with the infiltration of immune cells. All GSDMs were noted to be associated with distinct subtypes of immune cells, except GSDMC. Our findings have provided useful insights to better understand the roles and functions of GSDMs in HCC that can provide novel direction for developing therapeutic modalities for HCC, including immunotherapy.

摘要

肝细胞癌(HCC)是全球常见的原发性肝癌之一,也是主要的致死原因。Gasdermin(GSDM)家族基因在正常生理过程的调节中发挥重要作用,并与多种疾病有关。然而,关于不同GSDM蛋白与HCC之间的关系,人们知之甚少。本研究的目的是探讨GSDM家族基因的表达、预后、基因变异和免疫浸润与HCC之间的潜在关系。我们使用了不同的生物信息学常用公共数据库,如GSCA、GEPIA、UALCAN、HPA、Kaplan-Meier Plotter、LinkedOmics、GeneMANIA、STRING、cBioPortal、TIMER和TISIDB,来分析不同GSDM在HCC患者中的差异表达、预后价值、基因改变、免疫细胞浸润及其功能网络。与正常组织相比,GSDM家族的所有成员在肝癌(LIHC)中均表现出mRNA表达水平升高,而只有GSDMB、GSDMD和GSDME表现出蛋白表达增强。与正常受试者相比,大多数GSDM成员的mRNA表达在I-III期(临床分期)的HCC患者中升高。GSDMD的表达与患者的总生存期(OS)和疾病特异性生存期(DSS)相关,而GSDME与患者的OS、DSS和无复发生存期(RFS)相关。基因扩增被观察到是GSDM家族成员变异的主要模式。京都基因与基因组百科全书(KEGG)通路分析表明,与GSDM家族不同成员相关的基因在感染、肠道免疫、核糖体和蛋白质组装、氧化磷酸化、破骨细胞分化以及FcγR介导的吞噬作用等通路中富集。此外,发现GSDMA和GSDME的表达与免疫细胞浸润的相关性最为显著,而GSDMA和GSDME的体细胞拷贝数改变(CAN)与免疫细胞浸润显著相关。除GSDMC外,所有GSDM均被发现与不同亚型的免疫细胞相关。我们的研究结果为更好地理解GSDM在HCC中的作用和功能提供了有用的见解,可为开发包括免疫治疗在内的HCC治疗方法提供新的方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1993/10905399/76cb8c2f9214/jcav15p1966g001.jpg

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