This pilot study indicates that the plasma proteins alpha-2-MRAP, HAGH, Siglec-9, MDGA1, EDA2R, and IL12 are negatively associated with cognitive performance in a sample of older adults with overweight/obesity and MetS. This evidence concerns the gene EDA2R and obesity due to melanocortin 4 receptor deficiency.