No non-linear association was observed between MetS and NEAP (P-non-linearity = 0.75) and PRAL (P-non-linearity = 0.92).<h4>Conclusion</h4>This study revealed a significant direct relationship between DAL and MetS. The gene discussed is PRAL; the disease is metabolic syndrome.