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. Here, ABI2 is linked to myocardial infarction.