TNF and diabetes mellitus: In our results, positive correlations of Firmicutes with pro-inflammatory IL-1β, TNF-α, IL-6, IL-17A and LPS demonstrated that both pro-inflammatory indicators and Firmicutes contributed to pathogenesis of diabetes.