In one previous study, Young et al. observed interactions between the FTO gene (which shows the strongest association with obesity) and various lifestyle and environmental factors, including physical activity, frequency of alcohol consumption, dietary variation, sleep duration, smoking, TV watching, and socioeconomic status on BMI among participants from the UK Biobank [67]. The gene discussed is FTO; the disease is Obesity.