Finally, mediation analyses were conducted to examine whether the sex-differentiated brain phenotypes in MDD mediate the relationship between IL-8 and depression, considering that IL-8 exhibits a sex-by-diagnosis interaction and a significant association with depressive syndromes. Here, CXCL8 is linked to major depressive disorder.