In addition, four significantly changed pathways were found to be involved in inflammatory responses: upregulation of “ILK signaling” pathway can lead to insulin resistance in T2DM (33) and that of “p38 MAPK signaling” pathway can upregulate immunoinflammatory responses in diabetes by activating cytokines. Here, ILK is linked to diabetes mellitus.