Utilizing the BLISS method, we successfully identified 89 proteins implicated in the comorbid risk of obesity and depression across the deCODE, UKBPP, and ARIC databases, with SCG3 and FLRT2 detected in all three. Here, SCG3 is linked to obesity due to melanocortin 4 receptor deficiency.