This study integrates proteomic data on adipocyte fat accumulation with GWAS data on obesity to unravel the roles of the identified key candidate genes — G protein subunit beta 1 (GNB1) and scavenger receptor class B member 2 (SCARB2) — involved in fat accumulation. This evidence concerns the gene SCARB2 and Obesity.