Investigating the potential of oxidative stress-related gene as predictive markers in idiopathic pulmonary fibrosis

Abstract This study investigates genes linking oxidative stress to idiopathic pulmonary fibrosis (IPF) through multi-omics data integration. We collected oxidative stress-related genes from GeneCards and integrated data for gene expression (eQTLs), DNA methylation (mQTLs), and protein expression (pQ...

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Principais autores:	Yuhao Wang, Zhao Zhang, Hongnan Zhang, Luyao Xu, Shuling Huang, Ying Wen, Zhiming Zhuang, Xiaoxin Li, Jinyi Lu, Xudong Li
格式:	Artigo
語言:	Inglês
出版:	Nature Portfolio 2025-07-01
叢編:	Scientific Reports
主題:	Oxidative stress Idiopathic pulmonary fibrosis Multi-omics Mendelian randomization analysis Colocalization analysis
在線閱讀:	https://doi.org/10.1038/s41598-025-02579-7
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