Venous thromboembolism (VTE) is a major cause of morbidity and mortality, underscoring the need for new molecular markers to enable early detection and clarify underlying mechanisms. Iron metabolism is linked to oxidative stress, endothelial injury, and inflammation, all central to thrombosis, yet its transcriptomic contribution to VTE remains unclear. We analyzed gene expression profiles from GSE19151 and GSE48000 using differential expression and weighted gene co-expression network analysis (WGCNA), integrating results with an iron metabolism gene set. Three hub genes were identified, arachidonate 5-lipoxygenase (ALOX5), Rho GTPase activating protein 1 (ARHGAP1), and glucose-6-phosphate dehydrogenase (G6PD), all downregulated in VTE. Gene set enrichment indicated that ALOX5 is involved in endothelial regulation, lipid metabolism, and immune pathways. A three-gene signature showed high diagnostic accuracy (AUC = 0.924 in the discovery cohort; 0.705 in validation). Immune deconvolution revealed broad immune remodeling and associated ALOX5 with multiple immune cell subsets, especially M0 macrophages, and with regulators such as TGFB1 and IL6R. Western blot analysis further showed that ALOX5 protein expression was significantly increased in LPS-activated HUVECs, supporting its involvement in inflammatory endothelial injury. DrugBank screening identified 19 approved drugs targeting ALOX5, supporting its potential for mechanistic and clinical investigation.
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