As insulin resistance is considered a central mechanism in the causation of type 2 diabetes, we performed similar models of progressive adjustment, but adding insulin prior to adiponectin and inflammation markers. The gene discussed is ADIPOQ; the disease is type 2 diabetes mellitus.