The mRNA expression profile chip analysis by our previous research has demonstrated that mRNA expression levels of KLF4 and KLF15 were significantly decreased in subjects with obesity, suggesting these genes may play an important role in lipid metabolism in Uygur population. Here, KLF15 is linked to obesity due to melanocortin 4 receptor deficiency.