Surprisingly, the boot-Poisson top 40 markers only included 16 markers that were shown to be significantly different between the diabetes and non-diabetes groups, four of which temporally changed towards the time of diabetes diagnosis, namely plasma glucose, glycine, Tie-2 and phosphatidylcholines. The gene discussed is TEK; the disease is diabetes mellitus.