Although there was little evidence of a biologically meaningful difference in IGF-I and free testosterone concentrations by physical activity overall, we observed evidence of a positive association among men with obesity, but not among men with a normal BMI. The gene discussed is IGF1; the disease is obesity due to melanocortin 4 receptor deficiency.