Remarkable up-regulation of PDK4 has been reported in humans with Type 2 diabetes [36,37], in spontaneously diabetic Otsuka Long-Evans Tokushima Fatty (OLETF) rat diabetes [38], in animals and humans fed a high fat diet [39,40]. This evidence concerns the gene PDK4 and type 2 diabetes mellitus.