The results showed that TLR4 and ABCA1 had moderate to good diagnostic values in COVID-19 and AMI, with TLR4 performing better than ABCA1 (AUC in COVID-19: TLR4, 0.836; ABCA1, 0.775. The gene discussed is TLR4; the disease is COVID-19.