This study identified ten key genes (ACTB, RAC1, IQGAP1, FLNB, MYL6, ABI2, DBN1, PRDX1, SLC2A1, and SLC2A3) implicated in acute myocardial infarction through various bioinformatics approaches. This evidence concerns the gene ABI2 and acute myocardial infarction.