Second, it has been reported that there appear to be two types of diabetic encephalopathy. The primary diabetic encephalopathy is a consequence of hyperglycaemia and impaired insulin action, progressing in a diabetes duration-related manner, and is linked with apoptotic neuronal loss and cognitive decline. The gene discussed is INS; the disease is Hyperglycemia.