A Mendelian randomization analysis showed that persons with genetically determined higher insulin secretion to oral glucose exhibited a higher body mass index (BMI) [28], supporting a causal relationship between insulin and obesity risk. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.