Both sex-specific CHDBioPRS were constructed from the same set of 8 biomarkers (HDL, LDL, TRIG, SBP, CPD, HbA1c, CRP, and ApoB) and achieved prediction improvements compared with the standard CHD PRS. Here, APOB is linked to coronary artery disorder.