In non-obese participants, increasing age, male sex, hypertension, diabetes, abdominal obesity, eGFR (P < 0.001), CRP (P = 0.001), current smoking, AST, ALT, and γ-GT levels (P < 0.001) were significantly associated with CAC. Here, CRP is linked to Abdominal obesity.