Additional modelling for TNFα, resistin, catecholamine infusion rate, age, gender, BMI, operation time, heart/lung bypass time or medication did not further improve the model, suggesting minor contribution of these parameters to the development of insulin resistance in our model. This evidence concerns the gene TNF and Insulin resistance.