Early detection of diabetic nephropathy (DN) remains challenging, as conventional markers such as urine albumin-to-creatinine ratio (UACR) and estimated glomerular filtration rate (eGFR) are influenced by non-renal factors and lack sensitivity for subclinical injury. Here, ALB is linked to liver dysplastic nodule.