First, we conducted gene-based analyses via MAGMA,41,42 which mapped SNP-level associations to 91 significant genes (p<2.63E-06), 20 (21.62%) of which replicated genes near or in GWS loci (e.g., CHRNA3, CHRNA4, KDM4A, DBH; Supplementary Table 15).