If not an artifact of sample size, this might again point to the notion that bilirubin has less to do with causing diabetes but rather is a consequence of diabetes (e.g. released upon activation of heme oxygenase-1 in response to oxidative stress). This evidence concerns the gene HMOX1 and diabetes mellitus.