Moreover, 21 significant interactions between the risk allele “C” of the FTO rs1421085 and random eating patterns, a tendency toward fat-dense food, irregular sleep, and shift work were observed to increase obesity-related traits such as BMI, WC, HC, WHR, WHtR, and BF%. The gene discussed is FTO; the disease is obesity due to melanocortin 4 receptor deficiency.