Overall, HDL-C reduction in depression reflects a multifactorial pathology involving LCAT/apoA1/PON1 dysfunction, cortisol-driven lipid dysregulation, and pro-inflammatory HDL remodeling. The gene discussed is APOA1; the disease is depressive disorder.