The data suggest that aging subjects develop cardiac abnormalities due to metabolic disorders in numerous metabolites as well as alterations in gene expressions, such as SOS1, CREB, IRS1, GRB2 and GSK3β. The gene discussed is IRS1; the disease is metabolic disease.