SLC6A4 and major depressive disorder: Furthermore, variants of genes like SLC6A4 and ANK3 have also been associated with a higher risk of depression or bipolar disorder when present in two copies, but not when present in only one copy (30, 31), suggesting that heterozygosity for such variants may confer protection against depression.