However, serum irisin levels positively correlated with P1NP, OC, HDL-C and negatively correlated with glucose and multiple regression analysis revealed that serum irisin and WC were significant independent predictors for P1NP in the pre-diabetes individuals. This evidence concerns the gene FNDC5 and diabetes mellitus.