IL6 and Insulin resistance: Fourth, laboratory tests related to insulin resistance, such as homeostasis model assessment of insulin resistance and chronic inflammatory markers, such as interleukin-6 and tumor necrosis factor-alpha, were not analyzed due to the retrospective design of the study and the significant amount of missing data.