COL22A1 and type 2 diabetes mellitus: Moreover, the expression of the collagen-related genes including PCOLCE2 (procollagen C-endopeptidase enhancer 2), COL9A3 (collagen type IX alpha 3), and COL22A1 (collagen type XXII alpha 1) were significantly changed in T2DM (Supplementary Table 2).