Metabolic biomarkers (body mass index, HBA1c, weight, fructosamine, blood pressure, cholesterol, urine albumin, serum bicarbonate, and ketones) were collected in 58 studies (58% Y-T1D, 50% Y-T2D, 36% of both). This evidence concerns the gene ALB and type 1 diabetes mellitus.