Stratifying the individuals within the “depression” group by gender enabled us to identify a higher occurrence of the heterozygous variant rs3114409-A/C (p = 0.0433, n ≥ 19) in the CDH3 gene among males. This evidence concerns the gene CDH3 and depressive disorder.