The Key Role and Mechanism of Oxidative Stress in Hypertrophic Cardiomyopathy: A Systematic Exploration Based on Multi-Omics Analysis and Experimental Validation
Hypertrophic cardiomyopathy (HCM), characterised by abnormal ventricular thickening, involves complex mechanisms including gene mutations, calcium dysregulation, mitochondrial dysfunction, and oxidative stress. Oxidative stress plays a pivotal role in the progression of HCM by mediating cardiomyocyte injury and remodelling. This study systematically analysed HCM transcriptomic data using differential gene expression, weighted gene co-expression network analysis (WGCNA), and unsupervised consensus clustering to identify key genes and classify HCM subtypes. Four oxidative stress-related characteristic genes (<i>DUSP1</i>, <i>CCND1</i>, <i>STAT3</i>, and <i>THBS1</i>) were identified using LASSO regression, SVM-RFE, and Random Forest algorithms. Their functional significance was validated by immune infiltration analysis, drug prediction using the cMAP database, and molecular docking. Single-cell RNA sequencing revealed their cell-type-specific expression, and in vitro experiments confirmed their role in HCM. These findings provide insights into oxidative stress mechanisms and potential therapeutic targets for HCM.
Authors
- Tianzhi Li (ORCID: https://orcid.org/0000-0001-7787-0459)
- Sijie Zhang (ORCID: https://orcid.org/0000-0002-6167-8339)
- Shiyi Sun (ORCID: https://orcid.org/0000-0002-0229-6066)
- Yuxin Sun (ORCID: https://orcid.org/0000-0002-9180-8050)
- Meng Yan (ORCID: https://orcid.org/0000-0002-5001-7252)
- Yujiao Jiang
Institutions
- Jilin University (CN)
Publication Details
- Journal
- Antioxidants
- Published
- 2025-05-07
- DOI
- https://doi.org/10.3390/antiox14050557
- Citations
- 1
- Primary Topic
- Cardiomyopathy and Myosin Studies
- Type
- article
- Field-Weighted Citation Impact
- 1.39