Construction and validation of an oxidative phosphorylation-related gene signature in lung squamous cell carcinoma patients.

IF 2.1 Q4 RESPIRATORY SYSTEM
Lung Cancer Management Pub Date : 2025-12-01 Epub Date: 2025-12-04 DOI:10.1080/17581966.2025.2597179
Ninghuang Dai, Chen Fang, Yu Gu, Bin Wang, Wei Feng, Kaifang Pan, Wei Jiang, Guangbin Li, Haitao Ma
{"title":"Construction and validation of an oxidative phosphorylation-related gene signature in lung squamous cell carcinoma patients.","authors":"Ninghuang Dai, Chen Fang, Yu Gu, Bin Wang, Wei Feng, Kaifang Pan, Wei Jiang, Guangbin Li, Haitao Ma","doi":"10.1080/17581966.2025.2597179","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Metabolic reprogramming, particularly toward oxidative phosphorylation (OXPHOS), is a hallmark of lung squamous cell carcinoma (LUSC) and contributes to its aggressive phenotype and immunosuppressive microenvironment. While OXPHOS activation is increasingly recognized as a key metabolic feature in LUSC, its prognostic implications and associated gene signatures remain underexplored. This study aimed to identify OXPHOS-related differentially expressed genes (DEGs) and construct a robust prognostic signature for LUSC.</p><p><strong>Methods: </strong>Using GEO datasets, we developed an OXPHOS-related prognostic signature <i>via</i> ssGSEA, differential analysis, and LASSO-Cox regression.</p><p><strong>Results: </strong>An 8-gene OXPHOS-related signature (LTBP1, MFGE8, ACTN1, CD59, CDC25C, SAAL1, SFXN4, PTTG1) was identified. High-risk patients exhibited significantly shorter overall survival than low-risk patients across all cohorts. The model demonstrated strong predictive accuracy for 1-, 3-, and 5-year survival. Notably, the high-risk group showed enriched pathways related to tumor stemness and immunosuppression.</p><p><strong>Conclusion: </strong>We developed and validated a novel OXPHOS-based gene signature that effectively stratifies LUSC patients by risk. This signature highlights the clinical relevance of OXPHOS in LUSC prognosis and may guide personalized therapeutic strategies targeting metabolic vulnerabilities. Study limitations include its retrospective design and lack of experimental validation.</p>","PeriodicalId":43551,"journal":{"name":"Lung Cancer Management","volume":"14 1","pages":"2597179"},"PeriodicalIF":2.1000,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12688223/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Lung Cancer Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/17581966.2025.2597179","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/12/4 0:00:00","PubModel":"Epub","JCR":"Q4","JCRName":"RESPIRATORY SYSTEM","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Metabolic reprogramming, particularly toward oxidative phosphorylation (OXPHOS), is a hallmark of lung squamous cell carcinoma (LUSC) and contributes to its aggressive phenotype and immunosuppressive microenvironment. While OXPHOS activation is increasingly recognized as a key metabolic feature in LUSC, its prognostic implications and associated gene signatures remain underexplored. This study aimed to identify OXPHOS-related differentially expressed genes (DEGs) and construct a robust prognostic signature for LUSC.

Methods: Using GEO datasets, we developed an OXPHOS-related prognostic signature via ssGSEA, differential analysis, and LASSO-Cox regression.

Results: An 8-gene OXPHOS-related signature (LTBP1, MFGE8, ACTN1, CD59, CDC25C, SAAL1, SFXN4, PTTG1) was identified. High-risk patients exhibited significantly shorter overall survival than low-risk patients across all cohorts. The model demonstrated strong predictive accuracy for 1-, 3-, and 5-year survival. Notably, the high-risk group showed enriched pathways related to tumor stemness and immunosuppression.

Conclusion: We developed and validated a novel OXPHOS-based gene signature that effectively stratifies LUSC patients by risk. This signature highlights the clinical relevance of OXPHOS in LUSC prognosis and may guide personalized therapeutic strategies targeting metabolic vulnerabilities. Study limitations include its retrospective design and lack of experimental validation.

Abstract Image

Abstract Image

Abstract Image

肺鳞癌患者氧化磷酸化相关基因标记的构建和验证。
背景:代谢重编程,特别是氧化磷酸化(OXPHOS),是肺鳞状细胞癌(LUSC)的一个标志,并有助于其侵袭性表型和免疫抑制微环境。虽然OXPHOS激活越来越被认为是LUSC的关键代谢特征,但其预后意义和相关基因特征仍未得到充分研究。本研究旨在鉴定oxphos相关的差异表达基因(DEGs),并构建LUSC的可靠预后标志。方法:利用GEO数据集,我们通过ssGSEA、差异分析和LASSO-Cox回归建立了oxphos相关的预后特征。结果:鉴定出8个oxphos相关基因(LTBP1、MFGE8、ACTN1、CD59、CDC25C、SAAL1、SFXN4、PTTG1)。在所有队列中,高风险患者的总生存期明显短于低风险患者。该模型对1年、3年和5年生存率具有很强的预测准确性。值得注意的是,高危组肿瘤干性和免疫抑制相关通路富集。结论:我们开发并验证了一种新的基于oxphos的基因标记,可以有效地根据风险对LUSC患者进行分层。这一特征突出了OXPHOS与LUSC预后的临床相关性,并可能指导针对代谢脆弱性的个性化治疗策略。研究的局限性包括其回顾性设计和缺乏实验验证。
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
Lung Cancer Management
Lung Cancer Management RESPIRATORY SYSTEM-
CiteScore
2.30
自引率
0.00%
发文量
1
×
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