In the present study, growth-related genes, GAL, CENPF, and GPC2, obesity-related gene, PEMT, and CYP3A4, P450, TMEM200B genes were found to be associated with BWF. Here, CYP3A4 is linked to obesity due to melanocortin 4 receptor deficiency.