Evidence map›Paper›PMID 41670771›Full record

ArticleDiscover oncology2026

Development and validation of an oxidative phosphorylation based prognostic model revealing tumor progression and immune microenvironment in lung adenocarcinoma.

Hongxia Ma, Shaoshan Zeng, Changping Xie, Chengcheng Gao, Siao Jiang, Liuxin Chen, Wenhao Tian, Lizhi Huang

Abstract read
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Article in Discover oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Hongxia MaDepartment of Respiratory, The Fourth Affiliated Hospital of Xinjiang Medical University, Urumqi, 830000, Xinjiang, China.
Shaoshan ZengDepartment of Cardiothoracic Surgery, Sanming First Hospital Affiliated to Fujian Medical University, Sanming, 365000, Fujian, China.
Changping XieDepartment of Cardiothoracic Surgery, The Second People's Hospital of Qinzhou, Qinzhou, 535099, Guangxi, China.
Chengcheng GaoHangzhou Astrocyte Technology Co,.Ltd., Hangzhou, 311100, China.
Siao JiangHangzhou Astrocyte Technology Co,.Ltd., Hangzhou, 311100, China.
Liuxin ChenHangzhou Astrocyte Technology Co,.Ltd., Hangzhou, 311100, China.
Wenhao TianHangzhou Astrocyte Technology Co,.Ltd., Hangzhou, 311100, China.
Lizhi HuangDepartment of Thoracic Surgery, Shenzhen Baoan People's Hospital, Shenzhen, 518100, Guangdong, China. 452955561@qq.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLung adenocarcinoma (LUAD) remains a leading cause of cancer mortality worldwide. Although oxidative phosphorylation (OXPHOS) has been linked to tumor progression, its prognostic significance and underlying mechanisms in LUAD remain unclear.

methodsRNA-seq data from TCGA were used as the discovery cohort, and multiple GEO datasets were used for independent validation. OXPHOS-related genes were obtained from MitoCarta3.0. Prognostic biomarkers were selected by LASSO-Cox regression. Immune cell infiltration was estimated using CIBERSORT and ssGSEA. Single-cell RNA-seq data were analyzed to examine biomarker expression, pathway enrichment, and cell-cell communication.

resultsThirteen OXPHOS-associated genes were used to construct a prognostic model with robust predictive performance. Model performance was validated across independent cohorts and demonstrated reliable prognostic value. Higher risk scores correlated with poorer overall survival and reduced immune infiltration. UQCC3⁺ and RAB5IF⁺ epithelial cells were enriched in E2F target and G2M checkpoint pathways and showed enhanced interactions via TGF-β and Galectin signaling.

conclusionsWe present an OXPHOS-based prognostic model for LUAD. OXPHOS reprogramming, particularly involving UQCC3 and RAB5IF in epithelial cells, may promote malignant proliferation and immunosuppression. These findings provide novel prognostic biomarkers and potential therapeutic targets, which may support personalized treatment strategies and guide future translational studies.

Indexed as

Immune microenvironmentLung adenocarcinoma (LUAD)Oxidative phosphorylation (OXPHOS)Prognostic biomarkerRAB5IFUQCC3

Identifiers

PMID41670771
PMCPMC12996521

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.