Investigating the Roles of MAPKs as Precision Oncology Targets: A Multi-cancer Expression and Survival Study.

IF 2.6 4区 医学 Q2 GENETICS & HEREDITY
Md Nayab Sulaimani, Prithvi Singh, Mohammad Umar Saeed, Sobia Zaidi, Afzal Hussain, Mohamed F Alajmi, Anas Shamsi, Ravins Dohare, Md Imtaiyaz Hassan
{"title":"Investigating the Roles of MAPKs as Precision Oncology Targets: A Multi-cancer Expression and Survival Study.","authors":"Md Nayab Sulaimani, Prithvi Singh, Mohammad Umar Saeed, Sobia Zaidi, Afzal Hussain, Mohamed F Alajmi, Anas Shamsi, Ravins Dohare, Md Imtaiyaz Hassan","doi":"10.21873/cgp.20552","DOIUrl":null,"url":null,"abstract":"<p><strong>Background/aim: </strong>Cancer remains a leading cause of mortality globally, driven by complex molecular mechanisms and characterized by significant biological heterogeneity across cancer types. We aimed to discover mitogen-activated protein kinases (MAPKs) family members as both biomarkers and therapeutic targets in different cancer types. MAPKs are key signaling molecules regulating cell proliferation, differentiation, stress response, and apoptosis. Dysregulation of MAPK pathways has been implicated in the onset and progression of multiple cancers, contributing to tumor growth, metastasis, and therapeutic resistance. Given their diverse roles across cancer types, systematic analysis of MAPK gene expression, mutations, and interactions with tumor microenvironment is essential.</p><p><strong>Materials and methods: </strong>The present study undertakes a comprehensive transcriptomic analysis of MAPKs in nine major cancer types using RNA-Seq datasets from The Cancer Genome Atlas (TCGA). RNA-Seq data were analyzed to identify differentially expressed MAPKs across nine cancer types using DESeq2, NOIseq, and limma. Significant genes (adjusted <i>p</i><0.05) were subjected to GO and KEGG enrichment (EnrichR), mutational profiling (cBioPortal), and Kaplan-Meier survival analysis. Tumor immune infiltration was further assessed using TIMER2.0 to explore immune-gene interactions.</p><p><strong>Results: </strong>Through rigorous differential expression analysis, we identified key MAPKs that are significantly altered in liver hepatocellular carcinoma (LIHC) and lung adenocarcinoma (LUAD). Specifically, six MAPKs (MAPK3, MAPK7, MAPK9, MAPK10, MAPK12, and MAPK13) were found to be differentially expressed in LIHC, while MAPK6 emerged as the sole significant candidate in LUAD. Functional enrichment and pathway analysis revealed that these MAPKs are involved in critical oncogenic pathways, including MAPK-mediated transcriptional regulation and stress-activated signaling cascades. Mutational profiling and survival analysis further validated the prognostic significance of these genes, with several MAPKs showing strong associations with reduced patient survival. Tumor immune infiltration analysis indicated potential roles of these MAPKs in modulating immune responses within the tumor microenvironment. Also, MAPKs identified in this study are structurally related, suggesting that targeting them collectively may enhance therapeutic efficacy and overcome resistance mechanisms.</p><p><strong>Conclusion: </strong>Our integrated approach underscores the value of MAPK family members as both biomarkers and therapeutic targets in LIHC and LUAD. This study contributes important insights into MAPK-related oncogenic processes and supports the development of targeted therapies under the framework of precision oncology.</p>","PeriodicalId":9516,"journal":{"name":"Cancer Genomics & Proteomics","volume":"22 6","pages":"1006-1024"},"PeriodicalIF":2.6000,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12577606/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cancer Genomics & Proteomics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.21873/cgp.20552","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
引用次数: 0

Abstract

Background/aim: Cancer remains a leading cause of mortality globally, driven by complex molecular mechanisms and characterized by significant biological heterogeneity across cancer types. We aimed to discover mitogen-activated protein kinases (MAPKs) family members as both biomarkers and therapeutic targets in different cancer types. MAPKs are key signaling molecules regulating cell proliferation, differentiation, stress response, and apoptosis. Dysregulation of MAPK pathways has been implicated in the onset and progression of multiple cancers, contributing to tumor growth, metastasis, and therapeutic resistance. Given their diverse roles across cancer types, systematic analysis of MAPK gene expression, mutations, and interactions with tumor microenvironment is essential.

Materials and methods: The present study undertakes a comprehensive transcriptomic analysis of MAPKs in nine major cancer types using RNA-Seq datasets from The Cancer Genome Atlas (TCGA). RNA-Seq data were analyzed to identify differentially expressed MAPKs across nine cancer types using DESeq2, NOIseq, and limma. Significant genes (adjusted p<0.05) were subjected to GO and KEGG enrichment (EnrichR), mutational profiling (cBioPortal), and Kaplan-Meier survival analysis. Tumor immune infiltration was further assessed using TIMER2.0 to explore immune-gene interactions.

Results: Through rigorous differential expression analysis, we identified key MAPKs that are significantly altered in liver hepatocellular carcinoma (LIHC) and lung adenocarcinoma (LUAD). Specifically, six MAPKs (MAPK3, MAPK7, MAPK9, MAPK10, MAPK12, and MAPK13) were found to be differentially expressed in LIHC, while MAPK6 emerged as the sole significant candidate in LUAD. Functional enrichment and pathway analysis revealed that these MAPKs are involved in critical oncogenic pathways, including MAPK-mediated transcriptional regulation and stress-activated signaling cascades. Mutational profiling and survival analysis further validated the prognostic significance of these genes, with several MAPKs showing strong associations with reduced patient survival. Tumor immune infiltration analysis indicated potential roles of these MAPKs in modulating immune responses within the tumor microenvironment. Also, MAPKs identified in this study are structurally related, suggesting that targeting them collectively may enhance therapeutic efficacy and overcome resistance mechanisms.

Conclusion: Our integrated approach underscores the value of MAPK family members as both biomarkers and therapeutic targets in LIHC and LUAD. This study contributes important insights into MAPK-related oncogenic processes and supports the development of targeted therapies under the framework of precision oncology.

研究MAPKs作为精确肿瘤靶点的作用:一项多癌表达和生存研究。
背景/目的:癌症仍然是全球死亡的主要原因,由复杂的分子机制驱动,并以不同癌症类型的显著生物学异质性为特征。我们旨在发现丝裂原活化蛋白激酶(MAPKs)家族成员在不同类型癌症中的生物标志物和治疗靶点。MAPKs是调节细胞增殖、分化、应激反应和凋亡的关键信号分子。MAPK通路的失调与多种癌症的发生和发展有关,有助于肿瘤的生长、转移和治疗耐药性。考虑到它们在不同癌症类型中的不同作用,系统分析MAPK基因的表达、突变以及与肿瘤微环境的相互作用是必要的。材料和方法:本研究利用来自癌症基因组图谱(TCGA)的RNA-Seq数据集对九种主要癌症类型的MAPKs进行了全面的转录组学分析。使用DESeq2、NOIseq和limma对RNA-Seq数据进行分析,以确定9种癌症类型中差异表达的MAPKs。结果:通过严格的差异表达分析,我们确定了在肝细胞癌(LIHC)和肺腺癌(LUAD)中显著改变的关键MAPKs。具体来说,六个mapk (MAPK3、MAPK7、MAPK9、MAPK10、MAPK12和MAPK13)在LIHC中被发现存在差异表达,而MAPK6是LUAD中唯一显著的候选基因。功能富集和通路分析显示,这些mapk参与了关键的致癌途径,包括mapk介导的转录调控和应激激活的信号级联反应。突变分析和生存分析进一步证实了这些基因的预后意义,有几个mapk显示与患者生存率降低有很强的相关性。肿瘤免疫浸润分析表明,这些MAPKs在肿瘤微环境中调节免疫应答的潜在作用。此外,本研究中发现的MAPKs在结构上是相关的,这表明共同靶向它们可能提高治疗效果并克服耐药机制。结论:我们的综合方法强调了MAPK家族成员作为LIHC和LUAD的生物标志物和治疗靶点的价值。该研究为mapk相关的致癌过程提供了重要见解,并支持了精准肿瘤学框架下靶向治疗的发展。
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
Cancer Genomics & Proteomics
Cancer Genomics & Proteomics ONCOLOGY-GENETICS & HEREDITY
CiteScore
5.00
自引率
8.00%
发文量
51
期刊介绍: Cancer Genomics & Proteomics (CGP) is an international peer-reviewed journal designed to publish rapidly high quality articles and reviews on the application of genomic and proteomic technology to basic, experimental and clinical cancer research. In this site you may find information concerning the editorial board, editorial policy, issue contents, subscriptions, submission of manuscripts and advertising. The first issue of CGP circulated in January 2004. Cancer Genomics & Proteomics is a journal of the International Institute of Anticancer Research. From January 2013 CGP is converted to an online-only open access journal. Cancer Genomics & Proteomics supports (a) the aims and the research projects of the INTERNATIONAL INSTITUTE OF ANTICANCER RESEARCH and (b) the organization of the INTERNATIONAL CONFERENCES OF ANTICANCER RESEARCH.
×
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
小红书