Thus, this study aimed to investigate the influence of the FTO rs9939609 gene on different obesity-related factors in young adults, such as dietary habits, physical activity, body composition, appetite sensation, resting metabolic rate, MFO, and cardiorespiratory fitness. The gene discussed is FTO; the disease is obesity due to melanocortin 4 receptor deficiency.