ALB and diabetes mellitus: CKD risk prediction models for patients with type 2 diabetes built in prior studies considered traditional factors, such as age, sex, blood pressure, renal-related factors of estimated glomerular filtration rate (eGFR), albumin-to-creatinine ratio (ACR), and diabetes related-factors9,11,20–25.