Evidence map›Paper›PMID 40360689›Full record

ArticleScientific reports2025

A three-subtype prognostic classification based on base excision repair and oxidative stress genes in lung adenocarcinoma and its relationship with tumor microenvironment.

Wen Rao, Qin Zhang, Xiaoyan Dai, Yuxin Yang, Zhang Lei, Xunjie Kuang, He Xiao, Jianwu Zhu, Yanli Xiong, Dong Wang and 1 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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0cells of the map it votes in
2citing papers in PubMed
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1 · What the graph read from it

What it found

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Wen Rao *Cancer Center, Daping Hospital and Army Medical Center of PLA, Army Medical University, No.10 Changjiangzhi Rd, Yuzhong District, Chongqing, People's Republic of China.
Qin Zhang *Department of Radiation Oncology, Sichuan Cancer Hospital and Institute, Sichuan Cancer Center, Cancer Hospital Affiliate to School of Medicine,, University of Electronic Science and Technology of China, Sichuan, People's Republic of China.
Xiaoyan DaiCancer Center, Daping Hospital and Army Medical Center of PLA, Army Medical University, No.10 Changjiangzhi Rd, Yuzhong District, Chongqing, People's Republic of China.
Yuxin YangCancer Center, Daping Hospital and Army Medical Center of PLA, Army Medical University, No.10 Changjiangzhi Rd, Yuzhong District, Chongqing, People's Republic of China.
Zhang LeiCancer Center, Daping Hospital and Army Medical Center of PLA, Army Medical University, No.10 Changjiangzhi Rd, Yuzhong District, Chongqing, People's Republic of China.
Xunjie KuangCancer Center, Daping Hospital and Army Medical Center of PLA, Army Medical University, No.10 Changjiangzhi Rd, Yuzhong District, Chongqing, People's Republic of China.
He XiaoCancer Center, Daping Hospital and Army Medical Center of PLA, Army Medical University, No.10 Changjiangzhi Rd, Yuzhong District, Chongqing, People's Republic of China.
Jianwu ZhuCancer Center, Daping Hospital and Army Medical Center of PLA, Army Medical University, No.10 Changjiangzhi Rd, Yuzhong District, Chongqing, People's Republic of China.
Yanli XiongCancer Center, Daping Hospital and Army Medical Center of PLA, Army Medical University, No.10 Changjiangzhi Rd, Yuzhong District, Chongqing, People's Republic of China.
Dong WangChongqing University Qianjiang Hospital, Chongqing, People's Republic of China. dongwang64@hotmail.com.
Lujie YangCancer Center, Daping Hospital and Army Medical Center of PLA, Army Medical University, No.10 Changjiangzhi Rd, Yuzhong District, Chongqing, People's Republic of China. yanglujie@tmmu.edu.cn.

Funding

National Natural Science Foundation of China 82173203Natural Science Foundation of Sichuan Province 2024NSFSC1915Qianjiang Central Hospital Cancer National Clinical Key Specialized Project QJCH2004-01
6 · The paper itself

Abstract

Unrepaired DNA damage is the initiation of mutation and tumor-specific biological characteristics. Oxidative stress and base excision repair (BER) are the two main pathways to cope with oxidative DNA damage, which is closely related to the heterogeneity of Lung adenocarcinoma (LUAD), but their relationship with tumor biological characteristics is unclear, and a molecular subtyping based on comprehensive BER and oxidative stress gene expression is lacking. 501 samples from The Cancer Genome Atlas (TCGA) were classified into three subtypes based on genes related to BER and oxidative stress through hierarchical agglomerative cluster analysis. By integrating the nearest template prediction (NTP), four GEO datasets and 52 samples from our institution were analyzed for validation. Bioinformatic analysis was performed to define the diverse molecular characteristics, mutation background, tumor microenvironment, and prognosis. Three subtypes with distinct gene signatures were identified: relatively high BER and low oxidative stress gene expression (C1), low BER gene and high oxidative stress gene expression (C2), and high expression of both BER and oxidative stress genes (C3). C2 was characterized by a low mutation frequency in TP53 (29%) and a high mutation frequency in EGFR (20%), whereas a high frequency of mutation was seen in C3 in STK11 and KEAP1 genes. Additionally, differentially expressed genes among the three subtypes were particularly enriched in immune-related pathways, and the abundance of immune cells and Immunophenoscore were significantly higher in C2, while the Tumor Immune Dysfunction and Exclusion (TIDE) score was lower in C2, indicating a better response to immunotherapy. C2 was also associated with an improved survival outcome compared with C1 and C3, and this finding was validated in 978 samples from four independent GEO datasets and 52 samples at our institution by the NTP algorithm. The three-subtype classifications based on BER and oxidative stress gene expression offers potential for predicting the survival and response to immunotherapy of LUAD patients.

Indexed as

Adenocarcinoma of LungDNA RepairLung NeoplasmsOxidative StressTumor MicroenvironmentBiomarkers, TumorExcision RepairFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMaleMiddle AgedMutationPrognosisBiomarkers, TumorBase excision repairLung adenocarcinomaOxidative stressPrognosisTumor microenvironment

Identifiers

PMID40360689
PMCPMC12075871

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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 OpenQuestion graph.