By comparing regulators that were identified for lean, obese, and merged islet expression data, Cck, C1ql3, Serpina7, Creld2, Svop, Smoc1, Tgfβ3, and Serpini1 were identified to affect islet function in obesity (Table 4). The gene discussed is SMOC1; the disease is Obesity.