In conclusion, our results obtained using univariate linear regression analysis and hierarchical clustering offer new insights into equine metabolic syndrome, pointing out low significant and positive correlations between plasmatic levels of NEFA, chemerin, and omentin and the morphological traits. This evidence concerns the gene ITLN1 and metabolic syndrome.