Univariate logistic regression analyses showed that serum FABP4, age, diabetic mellitus, the history of cardiovascular disease, diastolic BP, albumin, ALP, us-CRP, serum phosphate, serum phosphate >1.45 mmol/L, serum corrected calcium, corrected calcium >2.54 mmol/L, skeletal muscle mass, body fat mass, and body fat percentage were associated with an AAC score ≥4 (p < 0.1). Here, ALB is linked to diabetes mellitus.