Shared genes and relevant potential molecular linkages between COVID-19 and chronic thromboembolic pulmonary hypertension (CTEPH).

Chronic thromboembolic pulmonary hypertension (CTEPH) and COVID-19 share molecular pathways yet remain poorly understood in their interrelation. Using RNA-seq datasets (GSE130391 and GSE169687), we identified 645, 206, and 1,543 differentially expressed genes (DEGs) for long-COVID (16 and 24 weeks post-infection) and CTEPH, respectively. Weighted Gene Co-Expression Network Analysis (WGCNA) pinpointed 234 intersecting key module genes. Three hub genes-DNAJA1, NDUFA5, and SLC2A14-were identified with robust discriminatory capabilities (AUC ≥ 0.7). Enrichment analyses revealed shared pathways linked to immune modulation, oxidative stress, and metabolic dysfunction. Immune analysis highlighted activated CD8 T cells as critical regulators. Regulatory networks implicated TFs and miRNAs, including STAT1 and hsa-mir-23a-3p. Drug prediction identified potential therapeutic compounds with strong molecular docking interactions. These findings unravel critical molecular linkages, emphasizing shared pathogeneses and guiding experimental validations for improved diagnostic and therapeutic strategies in COVID-19 and CTEPH.