•Comprehensive Biomarker Evaluation: A wide spectrum of biochemical parameters — including lipid profiles, thyroid hormones, atherogenic indices, and trace elements — was analyzed to evaluate their roles in HT and its comorbidity with depression. This evidence concerns the gene TG and major depressive disorder.