In contrast with OPRM1, variants in PPP6C have been associated with numerous brain- and SUD-related phenotypes, notably opioid medication use, alcohol consumption, numerous smoking phenotypes, and depression among others (Supplementary Fig. 19; Supplementary Table 19b). Here, OPRM1 is linked to major depressive disorder.