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Taxonomic analysis showed 26 microbial species were changed in CKD groups compared to the healthy controls (HC). Species level was described in terms of log2 transformed abundance after total sum normalization and cumulative-sum scaling. Statistical analysis was performed by ANOVA (* P <0.05, ** P <0.01, *** P <0.001).

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