A lower IgM level continued to be independently associated with Gensini score, which further adjusted for smoking status, hypertension, dyslipidaemia, diabetes, stroke, and statin use history (Model 3) (OR = 0.798, 95% CI [0.663–0.961], P = 0.017). Here, CD40LG is linked to inherited lipid metabolism disorder.