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Finally, microbial functional profiling was carried out using HUMAnN 3.5 [34], through which the gene families were grouped into one feature table, normalized into copies per million (CPM), and further grouped in Kyoto Encyclopedia of Genes and Genomes (KEGG) orthologs [35,36,37], and pathways

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