Multivariate logistic regression analysis showed that a model including ox-LDL, Lp-PLA2 activity, and MPO improved prediction of MetS status among obese individuals compared to each oxidative stress marker alone (AUC = 0.701, likelihood ratio test, P = 0.026). The gene discussed is PLA2G7; the disease is metabolic syndrome.