These interactions are further complicated by metabolic conditions such as obesity and diabetes, where hormonal resistance (e.g., leptin, insulin) and neurotransmitter dysregulation contribute to altered taste preferences and compulsive eating behaviors. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.