BMI was associated with depression (R2 = 0.12, P = 0.011) and anxiety (R2 = 0.12, P = 0.011), but not stress (P = 0.054), and insulin sensitivity was not associated with depression, anxiety or stress (P > 0.05). This evidence concerns the gene INS and major depressive disorder.