Considering that several studies suggest a modified effect of known genetic and environmental factors such as MPO gene polymorphism, family history, obesity, or alcohol use by menopausal status14,15, a detailed approach stratified by menopausal status with larger sample size is warranted. Here, MPO is linked to obesity due to melanocortin 4 receptor deficiency.