Due to the fact that there are relatively few data on other inflammatory factors in the included original studies, our study only analyzed CRP, TNF-α, and IL-6; other inflammatory factors that affect and participate in the course of diabetes should be explored in future research. Here, IL6 is linked to diabetes mellitus.