The western dietary pattern, obesity, high body fat, high waist or hip circumference, and high waist-to-hip ratio were significantly associated with increased odds ratios of high CRP and NLR in both genders. The gene discussed is CRP; the disease is obesity due to melanocortin 4 receptor deficiency.