In summary, we identified three novel interactions of SNPs or polymorphisms in the folate metabolism pathway, one-carbon metabolism pathway (MTHFR, MTHFD1, and DHFR), SLC4A5, and LGALS3 associated with PCa aggressiveness, although the individual effects of these SNPs were not significant. This evidence concerns the gene MTHFR and posterior cortical atrophy.