The study population included 15,085 patients with obesity (BMI ≥ 30 kg/m2) who underwent RYGB surgery and 3,200,074 non-surgical controls, all without a history of diabetes or GLP-1 receptor agonist use. This evidence concerns the gene GLP1R and diabetes mellitus.