In our study, DEGs analysis for T1DM with a history of ketone or ketoacidosis and activated CD56+CD16+ NK cells were combined to identify potential predicted genes for T1DM ketoacidosis. This evidence concerns the gene NCAM1 and type 1 diabetes mellitus.