Further analysis in prodromal cases revealed that subjects with TRIM40 heterozygous alleles (C/T) alleles experienced faster motor and cognitive decline, while those with IP6K2 homozygous G alleles showed greater depression over 12 years in prodromal cases. This evidence concerns the gene IP6K2 and major depressive disorder.