Meanwhile, there was no significant causal association between the central obesity indicator TFP and APOE2, indicating that the risk of AD in patients carrying the APOE ε2 allele was not caused by central obesity, whereas AD population carrying APOE ε3 allele (58%) may be more susceptible to obesity. Here, APOE is linked to obesity due to melanocortin 4 receptor deficiency.