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, FLRT2 is linked to major depressive disorder.