These results shed some light on the metabolic biomarkers that are associated with CKD and novel insights into metabolomics/microbiota/Circ-YAP1/circ-APOE/circ-SLC8A1/mTOR interlinked with disease prognosis/diagnosis that could be translated into clinically relevance. This evidence concerns the gene YAP1 and chronic kidney disease.