Crossing adiponectin transgenic mice with leptin deficient ob/ob or apoE-deficient mice resulted in amelioration of insulin resistance, improved beta cell degranulation, increased expression of molecules involved in fatty acid oxidation, and attenuation of atherosclerosis [39]. This evidence concerns the gene ADIPOQ and Insulin resistance.