DNA damage repair-related methylated genes RRM2 and GAPDH are prognostic biomarkers associated with immunotherapy for lung adenocarcinoma.

IF 1.7 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY
Genetics and Molecular Biology Pub Date : 2025-05-09 eCollection Date: 2025-01-01 DOI:10.1590/1678-4685-GMB-2024-0138
Xinru Mao, Shaban Eljali Saad, Nung Kion Lee, Isabel Lim Fong
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引用次数: 0

Abstract

Research has highlighted the significant role of methylated genes associated with DNA damage repair in pathogenesis of Lung adenocarcinoma (LUAD). However, the potential of DNA damage repair-related gene (DDRG) methylation as a prognostic biomarker remains underexplored. This study aimed to assess the prognostic value of methylated DDRGs in LUAD. Analysis of the TCGA-LUAD dataset revealed differentially expressed genes (DEGs) and differentially methylated genes (DE-MGs), from which methylated DE-DDRGs were identified. An independent prognostic risk model was constructed based on these methylated DE-DDRGs by integrating risk scores with clinical features. Additionally, the study examined responses to immunotherapy. Results indicated that CLU exhibited hypermethylation and elevated expression in LUAD tissues, while eight other genes (BUB1B, SHCBP1, RRM2, RPL39L, TRIP13, GAPDH, ENO1, and CENPM) showed high expression and hypomethylation. Among these, RRM2 and GAPDH were significantly linked to poorer overall survival. Furthermore, single-sample gene set enrichment analysis (ssGSEA) revealed that patients with LUAD in the high-risk group had lower immune scores and less immune cell infiltration. TIDE analysis suggested that patients in the low-risk group may exhibit greater sensitivity to immune checkpoint inhibitor therapy. In conclusion, RRM2 and GAPDH represent promising prognostic and immunotherapeutic biomarkers, offering new avenues for LUAD treatment strategies.

DNA损伤修复相关甲基化基因RRM2和GAPDH是与肺腺癌免疫治疗相关的预后生物标志物。
研究强调了与DNA损伤修复相关的甲基化基因在肺腺癌(LUAD)发病机制中的重要作用。然而,DNA损伤修复相关基因(DDRG)甲基化作为预后生物标志物的潜力仍未得到充分探索。本研究旨在评估甲基化DDRGs在LUAD中的预后价值。对TCGA-LUAD数据集的分析揭示了差异表达基因(DEGs)和差异甲基化基因(de - mg),从中鉴定出甲基化的DE-DDRGs。基于这些甲基化DE-DDRGs,将风险评分与临床特征相结合,构建独立的预后风险模型。此外,该研究还检查了对免疫疗法的反应。结果表明,CLU在LUAD组织中表现出高甲基化和高表达,而其他8个基因(BUB1B、SHCBP1、RRM2、RPL39L、TRIP13、GAPDH、ENO1和CENPM)则表现出高表达和低甲基化。其中,RRM2和GAPDH与较差的总生存率显著相关。此外,单样本基因集富集分析(ssGSEA)显示高危组LUAD患者免疫评分较低,免疫细胞浸润较少。TIDE分析提示低危组患者可能对免疫检查点抑制剂治疗表现出更大的敏感性。总之,RRM2和GAPDH是有前景的预后和免疫治疗生物标志物,为LUAD的治疗策略提供了新的途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Genetics and Molecular Biology
Genetics and Molecular Biology 生物-生化与分子生物学
CiteScore
4.20
自引率
4.80%
发文量
111
审稿时长
3 months
期刊介绍: Genetics and Molecular Biology (formerly named Revista Brasileira de Genética/Brazilian Journal of Genetics - ISSN 0100-8455) is published by the Sociedade Brasileira de Genética (Brazilian Society of Genetics). The Journal considers contributions that present the results of original research in genetics, evolution and related scientific disciplines. Manuscripts presenting methods and applications only, without an analysis of genetic data, will not be considered.
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