RDA and correlation heat-map analyses were applied to investigate the correlations between the relative abundance of the different gut microbial communities and T1DM phenotypes (body weight, FBG, Th17 cells, Treg cells, IL-10, IL-17A, TNF-α, RORγt, and Foxp3). The gene discussed is TNF; the disease is type 1 diabetes mellitus.