Another shortcoming is that we could not investigate whether there is a U- or J-shaped relationship between IGF-1 levels and cardiometabolic diseases and insulin resistance, as suggested by a few observational studies [12, 42]. The gene discussed is IGF1; the disease is Insulin resistance.