Bioinformatic analysis of the role of USP22 expression in hepatocellular carcinoma.

IF 0.9 Q4 ONCOLOGY
International journal of clinical and experimental pathology Pub Date : 2025-07-15 eCollection Date: 2025-01-01 DOI:10.62347/FXIN5300
Kemin Xu, Yanjun Lu
{"title":"Bioinformatic analysis of the role of USP22 expression in hepatocellular carcinoma.","authors":"Kemin Xu, Yanjun Lu","doi":"10.62347/FXIN5300","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Liver hepatocellular carcinoma (LIHC) is the most prevalent liver malignancy, often diagnosed at advanced stages, and resulting in a poor prognosis for patients. Ubiquitin-specific peptidase 22 (USP22) belongs to the ubiquitin-specific processing proteases (USPs) subfamily and has been identified as a gene signature associated with various cancer types in previous studies. However, the exact role of USP22 in LIHC remains to be fully elucidated.</p><p><strong>Methods: </strong>Multiple online bioinformatics databases were usedto investigate gene expression patterns, prognosis, mutations, and immune infiltration in LIHC patients. The UALCAN database was employed to analyze the gene expression of USP22 and its correlation with clinicopathologic data. The cBioPortal database was used to analyze the mutation status, and the Human Protein Atlas (HPA) database was utilized to illustrate the protein's localization. The STRING and GeneMANIA databases were employed to establish the protein-protein interaction (PPI) network. The GEPIA2 database was used to identify the top 100 genes correlated with USP22 in LIHC, and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed using the 'clusterProfiler' R package. The TISIDB database was used to analyze the correlation between the USP22 gene and immune infiltration in LIHC.</p><p><strong>Results: </strong>USP22 was upregulated in LIHC, with high levels of USP22 correlating with poor overall survival (OS) (P=0.019) and showing associations with tumor stage, histologic subtype, and TP53 mutant status. Immunohistochemistry data showed that USP22 localized in the nucleus of hepatocytes. Nine proteins, including ATXN7, ENY2, TRRAP, TAF5L, TADA3, TADA1, SUPT3H, SUPT20H, and ATXN7L3, were identified as the hub binding proteins in PPI networks. GO and KEGG enrichment analyses indicated that the genes correlated with USP22 in HCC were involved in histone modification, RNA splicing, and regulation of mRNA metabolic processes and were associated with the Notch signaling pathway, ubiquitin-mediated proteolysis, and the Wnt signaling pathway. Moreover, USP22 expression exhibited a significant negative correlation with immune infiltration by CD8+ T cells, macrophages, monocytes, and NK cells.</p><p><strong>Conclusions: </strong>The prognostic relevance of USP22 in LIHC was found by leveraging data from multiple databases, providing fresh insight that targeting USP22 may help develop new therapeutic approaches for LIHC.</p>","PeriodicalId":13943,"journal":{"name":"International journal of clinical and experimental pathology","volume":"18 7","pages":"287-301"},"PeriodicalIF":0.9000,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12343457/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International journal of clinical and experimental pathology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.62347/FXIN5300","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q4","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Objective: Liver hepatocellular carcinoma (LIHC) is the most prevalent liver malignancy, often diagnosed at advanced stages, and resulting in a poor prognosis for patients. Ubiquitin-specific peptidase 22 (USP22) belongs to the ubiquitin-specific processing proteases (USPs) subfamily and has been identified as a gene signature associated with various cancer types in previous studies. However, the exact role of USP22 in LIHC remains to be fully elucidated.

Methods: Multiple online bioinformatics databases were usedto investigate gene expression patterns, prognosis, mutations, and immune infiltration in LIHC patients. The UALCAN database was employed to analyze the gene expression of USP22 and its correlation with clinicopathologic data. The cBioPortal database was used to analyze the mutation status, and the Human Protein Atlas (HPA) database was utilized to illustrate the protein's localization. The STRING and GeneMANIA databases were employed to establish the protein-protein interaction (PPI) network. The GEPIA2 database was used to identify the top 100 genes correlated with USP22 in LIHC, and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed using the 'clusterProfiler' R package. The TISIDB database was used to analyze the correlation between the USP22 gene and immune infiltration in LIHC.

Results: USP22 was upregulated in LIHC, with high levels of USP22 correlating with poor overall survival (OS) (P=0.019) and showing associations with tumor stage, histologic subtype, and TP53 mutant status. Immunohistochemistry data showed that USP22 localized in the nucleus of hepatocytes. Nine proteins, including ATXN7, ENY2, TRRAP, TAF5L, TADA3, TADA1, SUPT3H, SUPT20H, and ATXN7L3, were identified as the hub binding proteins in PPI networks. GO and KEGG enrichment analyses indicated that the genes correlated with USP22 in HCC were involved in histone modification, RNA splicing, and regulation of mRNA metabolic processes and were associated with the Notch signaling pathway, ubiquitin-mediated proteolysis, and the Wnt signaling pathway. Moreover, USP22 expression exhibited a significant negative correlation with immune infiltration by CD8+ T cells, macrophages, monocytes, and NK cells.

Conclusions: The prognostic relevance of USP22 in LIHC was found by leveraging data from multiple databases, providing fresh insight that targeting USP22 may help develop new therapeutic approaches for LIHC.

USP22表达在肝细胞癌中的生物信息学分析。
目的:肝细胞癌(LIHC)是最常见的肝脏恶性肿瘤,常在晚期诊断,预后较差。泛素特异性肽酶22 (USP22)属于泛素特异性加工蛋白酶(USPs)亚家族,在以往的研究中已被确定为与多种癌症类型相关的基因标记。然而,USP22在LIHC中的确切作用尚未完全阐明。方法:利用多个在线生物信息学数据库研究LIHC患者的基因表达模式、预后、突变和免疫浸润。采用UALCAN数据库分析USP22基因表达及其与临床病理资料的相关性。利用cbiopportal数据库分析突变状态,利用Human Protein Atlas (HPA)数据库说明该蛋白的定位。利用STRING和GeneMANIA数据库建立蛋白-蛋白相互作用(PPI)网络。使用GEPIA2数据库识别LIHC中与USP22相关的前100个基因,并使用‘clusterProfiler’ R软件包进行基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析。利用TISIDB数据库分析USP22基因与LIHC免疫浸润的相关性。结果:USP22在LIHC中表达上调,高水平的USP22与较差的总生存期(OS)相关(P=0.019),并与肿瘤分期、组织学亚型和TP53突变状态相关。免疫组化数据显示USP22定位于肝细胞核。9个蛋白,包括ATXN7、ENY2、TRRAP、TAF5L、TADA3、TADA1、SUPT3H、SUPT20H和ATXN7L3,被鉴定为PPI网络中的枢纽结合蛋白。GO和KEGG富集分析表明,HCC中与USP22相关的基因参与组蛋白修饰、RNA剪接和mRNA代谢过程的调控,并与Notch信号通路、泛素介导的蛋白水解和Wnt信号通路相关。此外,USP22的表达与CD8+ T细胞、巨噬细胞、单核细胞和NK细胞的免疫浸润呈显著负相关。结论:利用多个数据库的数据发现了USP22在LIHC中的预后相关性,为靶向USP22可能有助于开发新的LIHC治疗方法提供了新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
42
审稿时长
1 months
期刊介绍: The International Journal of Clinical and Experimental Pathology (IJCEP, ISSN 1936-2625) is a peer reviewed, open access online journal. It was founded in 2008 by an international group of academic pathologists and scientists who are devoted to the scientific exploration of human disease and the rapid dissemination of original data. Unlike most other open access online journals, IJCEP will keep all the traditional features of paper print that we are all familiar with, such as continuous volume and issue numbers, as well as continuous page numbers to keep our warm feelings towards an academic journal. Unlike most other open access online journals, IJCEP will keep all the traditional features of paper print that we are all familiar with, such as continuous volume and issue numbers, as well as continuous page numbers to keep our warm feelings towards an academic journal.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信