The top two loci, PTP4A1-PHF3-EYS and ZNF366 have been previously associated with alcohol dependence [86–90], alcohol intake (dbGaP: phs000342) and glucocorticoid receptor function [91–93]. Here, PTP4A1 is linked to alcohol dependence.