These significant alcohol–SNP interactions suggested that excessive alcohol intake significantly impacts PCa aggressiveness on the specific genetic sub-groups in CAMK2D, PRKCA, and ROBO1. For all three identified SNPs, excessive alcohol intake had a significant risk effect for one genotype, but had a protective impact on another genotype within the same SNP. This evidence concerns the gene ROBO1 and posterior cortical atrophy.