ZMAT3 and type 2 diabetes mellitus: Finally, to further validate the link between ZMAT3 upregulation and T2D, we interrogated the GEO public functional genomics data repository and analyzed data from the GSE27951 data set which contains the transcriptional signature of SAT from subjects with normal glucose tolerance and T2D.