The abundance of Streptococcus was significantly higher in PH than in AgP and ChP, which was positively correlated with the majority of healthy control-enriched metabolites and negatively correlated with the majority of periodontitis-enriched metabolites. This evidence concerns the gene ATP5MK and periodontitis.