Similarly, the pathophysiology of hepatocyte ballooning injury in Zucker diabetic fatty rats (ZDFs), a model characterized by obesity and type-2 diabetes, with aberrant hepatic response to insulin [30] and impaired hepatic lipid metabolism [31] remains largely unclear. This evidence concerns the gene INS and type 2 diabetes mellitus.