The predictors most commonly included in the final prediction models were age, sex, body mass index, diabetes status, systolic blood pressure, serum creatinine, a measure of proteinuria, and serum albumin or total protein (Table S1). The gene discussed is ALB; the disease is diabetes mellitus.