Notably, JUP and VDAC3 exhibited a high correlation with myocardial infarction biomarkers; however, JUP also demonstrated a significant correlation with TNNC1, TNNT2, TNNI, CKM, and NPPA (P < 0.05). The gene discussed is TNNC1; the disease is myocardial infarction.