APOC3 predicts kidney disease in people with type 2 diabetes, and APOC3 depletion prevents diabetic kidney disease by reducing the effect of triglyceride-rich lipoprotein on glomerular cells. The gene discussed is APOC3; the disease is diabetic kidney disease.