In CKD cohort, a positive correlation between unclassified Mogibacteriaceae and Oscillospira abundance with CRP and MIS levels, respectively was found, whereas Akkermansia, Ruminococcus and Eubacterium genera were negatively correlated to N/L ratio (Table 3). Here, CRP is linked to chronic kidney disease.