An observational study of 101 patients with obesity and diabetes showed decrease in urine albumin–creatinine ratio from a median of 80–30 mg/g after bariatric surgery [14]. The gene discussed is ALB; the disease is obesity due to melanocortin 4 receptor deficiency.