In some of our previous studies, we also reported gender-specific association of the other variants such as MC4R rs17782313, FTO rs9939609, and LEP rs7799039 with overweight/obesity and related anthropometric traits in Pakistani females (29–31). This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.