BGLAP and diabetic kidney disease: Recent studies have shown a notable inverse relationship between osteocalcin and urinary albumin - to - creatinine ratio (UACR) in diabetic patients, indicating that low osteocalcin levels are strongly linked to the onset and progression of DKD (6).