Obesity showed no association with the KLF14 rs4731702 polymorphism, and similar results were found regarding smoking, indicating no significant association between smoking and the KLF14 rs4731702 polymorphism. Here, KLF14 is linked to obesity due to melanocortin 4 receptor deficiency.