While many identified genes were generally in alignment with prior knowledge, further work should be done to understand the associations between alcoholism and the five genes that went uncorroborated in the literature (BLNK, BMPER, PDLIM5, VEPH1, AMPD3). This evidence concerns the gene VEPH1 and alcohol dependence.