A summary of the most robust SNP predictors for vulnerability to develop AUD is presented in Supplementary Table 12 (the full features ranking is in Supplementary Tables 8–11). EA and AA-AUD females shared one SNP, which was found on chromosome 16 (rs4780836, weight ranking 9,7). Ancestry-gender-specific loci were found for EA AUD female sample on chromosome 17 gene FLII (rs2605140, weight ranking 7), and on chromosome 18 (rs303757, weight ranking 18), and two on chromosome 3 (rs7430178, weight ranking 3), (rs13093097, weight ranking 3).