生物
转录组
肺动脉高压
计算生物学
信号转导
免疫系统
DNA甲基化
基因调控网络
基因
基因表达调控
基因表达
生物信息学
基因表达谱
甲基化
人类遗传学
发病机制
生物标志物
机制(生物学)
表观遗传学
转录调控
生物途径
系统生物学
候选基因
免疫学
下调和上调
癌症研究
NF-κB
代谢组学
串扰
细胞生物学
转录因子
分子医学
作者
Luming Jin,Bochen Jiang,X. L. Wang,Min Kong,Bing Chen,Yun Liu
标识
DOI:10.1186/s13148-026-02075-3
摘要
BACKGOUND: Pulmonary hypertension (PH) is characterized by pulmonary vascular remodeling, which ultimately leads to right heart failure. Previous studies have confirmed that DNA variations contribute to the development and progression of PH. This study aims to integrate methylation and transcriptome data to uncover key molecular networks and potential therapeutic targets for PH. METHODS: Gene expression (GSE117261) and methylation data (GSE84395) from PH patients were retrieved from the GEO database. Differential genes and methylation sites were identified using the limma and ChAMP packages. A co-expression network was constructed using WGCNA, and the functions of key genes were explored through immune infiltration analysis, GSEA/GSVA pathway enrichment, transcriptional regulatory network prediction, and experimental validatio. RESULTS: Seven key genes (S100A9, IL18RAP, CXCR2, LCN2, INHBA, CSF3R, LTBP1) were identified. Among these, CXCR2 was significantly upregulated in both PH patients and animal models. Bioinformatics analysis revealed that CXCR2 drives pulmonary vascular remodeling via multiple pathways, including the IL-17 signaling pathway (inflammatory reaction), ROS pathway (oxidative stress), PI3K/AKT/mTOR pathway (cell proliferation), and metabolic pathways. Experimental validation confirmed high expression of CXCR2 in the smooth muscle layer of pulmonary arteries and its strong association with immune cell infiltration (neutrophils, monocytes). CONCLUSION: Through multi-omics integration analysis, this study elucidates the key molecular mechanisms underlying PH and identifies potential therapeutic targets. In the pathogenesis of PH, dysfunction of inflammatory and immune responses plays a critical role. Experimental validation demonstrates that CXCR2 may serve as a novel biomarker and therapeutic target for PH, with its multi-pathway regulatory mechanism providing a theoretical foundation for precision medicine in PH treatment.
科研通智能强力驱动
Strongly Powered by AbleSci AI