We found a strong positive correlation of both Apo B and ApoB/ApoA1 in predicting high Gensini scores (scores ≥ 47) in patients who suffered from acute coronary syndromes (P value <0.001). The gene discussed is APOB; the disease is acute coronary syndrome.