Based on inferred metagenomes of the baseline communities, we provided evidence that the positive correlations between Akkermansia and Bacteroidales and tumor incidence could be a result of their ability to degrade mucin, and the negative correlation between the Clostridiales and tumor incidence could be due to the production of butyrate. The gene discussed is MUC5AC; the disease is neoplasm.