Evidence map›Paper›PMID 41146333›Full record

ArticleClinical epigenetics2025

Peripheral blood mononuclear cell DNA methylation biomarkers for prognostic stratification in Chinese lung adenocarcinoma: a genome-wide epigenetic profiling study.

Peng Li, Cuicui Zhang, Sen Yang, Yingxi Wu, Haiyang Chen, Shuxiang Ma, Yufeng Wu, Zhen He, Lili Wang, Yang Liu and 1 more

Abstract read
In one paragraph

Article in Clinical epigenetics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

3 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.

Peng LiDepartment of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China.
Cuicui ZhangDepartment of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China.
Sen YangDepartment of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China.
Yingxi WuDepartment of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China.
Haiyang ChenDepartment of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China.
Shuxiang MaDepartment of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China.
Yufeng WuDepartment of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China.
Zhen HeDepartment of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China.
Lili WangDepartment of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China.
Yang LiuDepartment of Radiation Oncology, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China. zlyyliuyang1440@zzu.edu.cn.
Qiming WangDepartment of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China. qimingwang1006@126.com.

Funding

Henan Health Young and Middle-aged discipline Leader Project NO.HNSWJW-2022011Henan International Joint Laboratory of drug resistance and reversal of targeted therapy for lung cancer [2021]10Henan Medical Key Laboratory of Refractory lung cancer [2020]27Henan Medical Science and Technology Tackling Program of Provincial-Ministry Joint Major Project No. SBGJ202401004Henan Province Health and Youth Subject Leader Training Project [2020]60Henan Refractory Lung Cancer Drug Treatment Engineering Technology Research Center [2020]4Henan Youth and Middle-aged Health Science and Technology Innovation Leaders Training Project NO.YXKC2022004Key Research and Development Projects of Henan Province NO.251111310100Key Research and Development Projects of Henan Province in 2023 - Key technologies of novel precision immunotherapy for refractory malignant tumors Project No. 231111313300Leading Talent Cultivation Project of Henan Health Science and Technology Innovation Talents YXKC2020009ZHONGYUAN QIANREN JIHUA ZYQR201912118
6 · The paper itself

Abstract

backgroundWhile DNA methylation profiling from peripheral blood mononuclear cells (PBMCs) has demonstrated utility in cancer risk prediction, notably for non-small cell lung cancer (NSCLC), its prognostic value for survival stratification in Chinese lung adenocarcinoma (LUAD) patients remains unestablished. This study addresses whether PBMC-derived methylation signatures can discriminate clinical outcomes in EGFR-mutation LUAD subgroups.

methodsWe performed genome-wide methylation analysis of PBMCs from LUAD patients using the Infinium Methylation EPIC 850 K array. Clinical characteristics were associated with overall survival (OS) through Cox regression. Prognostic differentially methylated positions (DMPs) were identified via Lasso regression, followed by the construction of risk-score models. Functional enrichment (KEGG/GO) and tissue microarray-based immunohistochemistry (IHC) for FKBP4 expression (n = 90 LUAD samples) were conducted. Analyses were conducted in R 4.4.1 with curated Bioconductor packages.

resultsIn the retrospective cohort of 174 Chinese LUAD patients (April 2014-September 2019), PBMC analysis of 128 cases revealed 12 hypomethylated DMPs were associated with OS. EGFR-mutant patients (n = 66) showed 325 significant DMPs (|Δβ|≥ 0.06, P ≤ 0.01), with four DMPs (cg05802998, cg19313959, cg00685115, cg15224444) independently predicting OS. The cg19313959 located in the TSS1500 region of FKBP4 gene (Δβ = 0.21) demonstrated the strongest methylation shift. Reduced FKBP4 protein expression was associated with improved survival (HR = 0.42, 95%CI 0.24-0.72). In EGFR-wildtype patients (n = 51), three prognostic DMPs emerged from 2,531 candidates. EGFR mutation-specific prognostic scoring models were established successfully, while pathway analyses revealed divergent biological processes between EGFR subgroups.

conclusionIn this epigenome-wide study based on PBMCs in Chinese patients with LUAD, methylation signatures dependent on EGFR mutations and predictive of survival were identified.

Indexed as

Adenocarcinoma of LungDNA MethylationLeukocytes, MononuclearLung NeoplasmsAgedBiomarkers, TumorChinaEast Asian PeopleEpigenesis, GeneticErbB ReceptorsFemaleGenome-Wide Association StudyHumansMaleMiddle AgedMutationBiomarkers, TumorEGFR protein, humanErbB ReceptorsEGFR gene mutation statusLung adenocarcinoma (LUAD)Methylation EPIC 850 K arrayPeripheral blood mononuclear cells (PBMCs)Prognosis

Identifiers

PMID41146333
PMCPMC12560486

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