Correlation analyses between gut microbiota, immunoglobulins, and serum indicators revealed that genera, such as Anaerovibrio and Veillonella, positively correlated with IL-6 or insulin resistance suppressed in the PCA and EU group. This evidence concerns the gene IL6 and Insulin resistance.