The first is the small sample size and limited statistic power, though it seems to be sufficient to detect the significant association between FTO and obesity, it may be not sufficient to detect the association between FTO and some obesity-related metabolic traits if it did exist, which need further research. The gene discussed is FTO; the disease is Obesity.