Three of these genes (NEGR1, TMEM106B, HNF1A) have been linked to each of the three diseases (CAD, T2D and depression) in previous studies [44,65–74], supporting their probable involvement in psycho-cardiometabolic multimorbidity. This evidence concerns the gene NEGR1 and type 2 diabetes mellitus.