Consistent with this, our SHAP summary and dependence plots showed that baseline age, Hcy, HbA1c, Alb, eGFR and bicarbonate could distinguish patients at high or low 3-year risk of developing DKD. The gene discussed is ALB; the disease is diabetic kidney disease.