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通过综合表观基因组和转录组分析揭示肺腺癌中复杂的分子格局和潜在生物标志物。

Unraveling the intricate molecular landscape and potential biomarkers in lung adenocarcinoma through integrative epigenomic and transcriptomic profiling.

作者信息

Mukherjee Arnab, Boonbangyang Manon, K S Mukunthan

机构信息

Department of Biotechnology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Manipal, India.

Pornchai Matangkasombut Center for Microbial Genomics, Department of Microbiology, Faculty of Science, Mahidol University, Bangkok, Thailand.

出版信息

Sci Rep. 2025 Mar 17;15(1):9154. doi: 10.1038/s41598-025-93769-w.

Abstract

Lung adenocarcinoma (LUAD) remains a leading cause of cancer-related mortalities, characterized by substantial genetic heterogeneity that challenges a comprehensive understanding of its progression. This study employs next-generation sequencing data analysis to transform our comprehension of LUAD pathogenesis. Integrating epigenetic and transcriptomic data of LUAD patients, this approach assessed the critical regulatory occurrences, identified therapeutic targets, and offered profound insights into cancer molecular foundations. We employed the DNA methylation data to identify differentially methylated CpG sites and explored the transcriptome profiles of their adjacent genes. An intersectional analysis of gene expression profiles uncovered 419 differentially expressed genes (DEGs) influenced by smoke-induced differential DNA methylation, among which hub genes, including mitochondrial ribosomal proteins (MRPs), and ribosomal proteins (RPs) such as MRPS15, MRPS5, MRPL33, RPL24, RPL7L1, MRPL15, TUFM, MRPL22, and RSL1D1, were identified using a network-based approach. These hub genes were overexpressed and enriched to RNA processing, ribosome biogenesis, and mitochondrial translation, which is critical in LUAD progression. Enhancer Linking Methylation/Expression Relationship (ELMER) analysis revealed transcription factor (TF) binding motifs, such as JUN, NKX23, FOSB, RUNX3, and FOSL1, which regulated these hub genes through methylation-dependent enhancer dynamics. Predominant hypomethylation of MRPs and RPs disrupted mitochondrial function, contributed to oxidative phosphorylation (OXPHOS) and metabolic reprogramming, favoring cancer cell survival. The survival analysis validated the clinical relevance of these hub genes, with high-expression cohorts exhibiting poor overall survival (OS) outcomes enlightened their relevance in LUAD pathogenesis and presented the potential for developing novel targeted therapeutic strategies.

摘要

肺腺癌(LUAD)仍然是癌症相关死亡的主要原因,其特征是存在大量基因异质性,这对全面了解其进展构成挑战。本研究采用下一代测序数据分析来转变我们对LUAD发病机制的理解。该方法整合了LUAD患者的表观遗传和转录组数据,评估了关键调控事件,确定了治疗靶点,并为癌症分子基础提供了深刻见解。我们利用DNA甲基化数据识别差异甲基化的CpG位点,并探索其相邻基因的转录组谱。基因表达谱的交叉分析发现了419个受烟雾诱导的差异DNA甲基化影响的差异表达基因(DEG),其中使用基于网络的方法鉴定了包括线粒体核糖体蛋白(MRP)和核糖体蛋白(RP)如MRPS15、MRPS5、MRPL33、RPL24、RPL7L1、MRPL15、TUFM、MRPL22和RSL1D1在内的枢纽基因。这些枢纽基因过表达并富集于RNA加工、核糖体生物发生和线粒体翻译,这在LUAD进展中至关重要。增强子连接甲基化/表达关系(ELMER)分析揭示了转录因子(TF)结合基序,如JUN、NKX23、FOSB、RUNX3和FOSL1,它们通过依赖甲基化的增强子动态调控这些枢纽基因。MRP和RP的主要低甲基化破坏了线粒体功能,促进了氧化磷酸化(OXPHOS)和代谢重编程,有利于癌细胞存活。生存分析验证了这些枢纽基因的临床相关性,高表达队列显示总体生存(OS)结果较差,这揭示了它们在LUAD发病机制中的相关性,并展示了开发新型靶向治疗策略的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9a68/11914463/2e030eac250e/41598_2025_93769_Fig1_HTML.jpg

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