In order to improve understanding of these relationships, the secondary objective was the application of the mediation analysis to ascertain if the effect of depression (independent variable) on HOMA-IR (dependent variable) was partially mediated by changes in PCSK9 levels (intervening variable). This evidence concerns the gene PCSK9 and depressive disorder.