The lower IGF-1 levels observed in HF patients align with previous studies, which suggest that IGF-1 deficiency is associated with adverse cardiovascular outcomes (32, 56). The gene discussed is IGF1; the disease is hyperinsulinemic hypoglycemia, familial, 4.