The multidimensional role of SLC16A4 in hepatocellular carcinoma in silico analysis: prognostic significance, metabolic pathways, and immune microenvironment regulation.

IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL
Lili Jiang, Yi Shen, Zhengyang Feng, Yong Wang, Yaqun Zhu, Yuntian Shen, Qiliang Peng
{"title":"The multidimensional role of SLC16A4 in hepatocellular carcinoma in silico analysis: prognostic significance, metabolic pathways, and immune microenvironment regulation.","authors":"Lili Jiang, Yi Shen, Zhengyang Feng, Yong Wang, Yaqun Zhu, Yuntian Shen, Qiliang Peng","doi":"10.1186/s40001-025-03275-y","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>This study aims to analyze the expression patterns, clinical relevance, and biological functions of SLC16A4 across multiple cancer types, with a focus on liver hepatocellular carcinoma (LIHC) in silico analysis.</p><p><strong>Methods: </strong>We conducted a pan-cancer analysis using data from TCGA and GTEx databases to evaluate SLC16A4 expression in various cancer types. The LIHC cohort was stratified based on SLC16A4 expression levels for further clinicopathological and survival analysis. Functional enrichment, immune infiltration, and RNA modification correlations were explored using bioinformatics tools, including GO, KEGG, GSEA, and ssGSEA.</p><p><strong>Results: </strong>In LIHC, SLC16A4 was markedly downregulated in tumor tissues compared to normal tissues, and its low expression correlated with advanced pathologic stages and poor histologic grades. Survival analysis revealed that high SLC16A4 expression was associated with improved overall survival and disease-specific survival in LIHC, with multivariate analysis confirming its role as an independent prognostic factor. Functional enrichment analysis linked SLC16A4 to key metabolic pathways. In addition, SLC16A4 expression was correlated with RNA modification genes and mismatch repair genes, suggesting its involvement in post-transcriptional regulation and genomic stability. Immune infiltration analysis revealed that high SLC16A4 expression was associated with increased infiltration of immune cells and regulating immune-related molecules, indicating its potential role in modulating the tumor immune microenvironment.</p><p><strong>Conclusions: </strong>SLC16A4 exhibits cancer-specific expression patterns and plays a multifaceted role in tumor progression, metabolism, and immune regulation. Its potential as a diagnostic and prognostic biomarker, particularly in LIHC, warrants further investigation. These findings highlight SLC16A4 as a promising target for future cancer research and therapy.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":"30 1","pages":"1007"},"PeriodicalIF":3.4000,"publicationDate":"2025-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Medical Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s40001-025-03275-y","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
引用次数: 0

Abstract

Background: This study aims to analyze the expression patterns, clinical relevance, and biological functions of SLC16A4 across multiple cancer types, with a focus on liver hepatocellular carcinoma (LIHC) in silico analysis.

Methods: We conducted a pan-cancer analysis using data from TCGA and GTEx databases to evaluate SLC16A4 expression in various cancer types. The LIHC cohort was stratified based on SLC16A4 expression levels for further clinicopathological and survival analysis. Functional enrichment, immune infiltration, and RNA modification correlations were explored using bioinformatics tools, including GO, KEGG, GSEA, and ssGSEA.

Results: In LIHC, SLC16A4 was markedly downregulated in tumor tissues compared to normal tissues, and its low expression correlated with advanced pathologic stages and poor histologic grades. Survival analysis revealed that high SLC16A4 expression was associated with improved overall survival and disease-specific survival in LIHC, with multivariate analysis confirming its role as an independent prognostic factor. Functional enrichment analysis linked SLC16A4 to key metabolic pathways. In addition, SLC16A4 expression was correlated with RNA modification genes and mismatch repair genes, suggesting its involvement in post-transcriptional regulation and genomic stability. Immune infiltration analysis revealed that high SLC16A4 expression was associated with increased infiltration of immune cells and regulating immune-related molecules, indicating its potential role in modulating the tumor immune microenvironment.

Conclusions: SLC16A4 exhibits cancer-specific expression patterns and plays a multifaceted role in tumor progression, metabolism, and immune regulation. Its potential as a diagnostic and prognostic biomarker, particularly in LIHC, warrants further investigation. These findings highlight SLC16A4 as a promising target for future cancer research and therapy.

SLC16A4在肝细胞癌中的多重作用:预后意义、代谢途径和免疫微环境调节
背景:本研究旨在分析SLC16A4在多种癌症类型中的表达模式、临床相关性和生物学功能,重点研究肝细胞癌(LIHC)的芯片分析。方法:利用TCGA和GTEx数据库的数据进行泛癌分析,评估SLC16A4在不同癌症类型中的表达。根据SLC16A4表达水平对LIHC队列进行分层,以进一步进行临床病理和生存分析。使用生物信息学工具,包括GO、KEGG、GSEA和ssGSEA,探索功能富集、免疫浸润和RNA修饰的相关性。结果:在LIHC中,SLC16A4在肿瘤组织中较正常组织明显下调,其低表达与病理分期晚期、组织学分级差相关。生存分析显示,SLC16A4高表达与LIHC患者总生存率和疾病特异性生存率的提高相关,多因素分析证实了其作为独立预后因素的作用。功能富集分析将SLC16A4与关键代谢途径联系起来。此外,SLC16A4的表达与RNA修饰基因和错配修复基因相关,提示其参与转录后调控和基因组稳定性。免疫浸润分析显示,SLC16A4高表达与免疫细胞浸润增加和调节免疫相关分子相关,提示其在调节肿瘤免疫微环境中的潜在作用。结论:SLC16A4具有肿瘤特异性表达模式,在肿瘤进展、代谢和免疫调节中发挥多方面的作用。它作为诊断和预后生物标志物的潜力,特别是在LIHC中,值得进一步研究。这些发现强调了SLC16A4是未来癌症研究和治疗的一个有希望的靶点。
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
European Journal of Medical Research
European Journal of Medical Research 医学-医学:研究与实验
CiteScore
3.20
自引率
0.00%
发文量
247
审稿时长
>12 weeks
期刊介绍: European Journal of Medical Research publishes translational and clinical research of international interest across all medical disciplines, enabling clinicians and other researchers to learn about developments and innovations within these disciplines and across the boundaries between disciplines. The journal publishes high quality research and reviews and aims to ensure that the results of all well-conducted research are published, regardless of their outcome.
×
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