Lastly, in addition to PPARA connections to the circadian clock described above, several studies by us and others have identified the involvement of variants in clock genes associated with obesity, weight loss and insulin resistance or T2D [48,49,50]. The gene discussed is PPARA; the disease is type 2 diabetes mellitus.