The gene and protein expression levels of QPRT, NAPRT1, NMNAT1, and NRK1 were down-regulated in the kidney of CKD mice and significantly restored by JPYSF (Supplementary Figure 4, Figure 6B–6F). Here, QPRT is linked to chronic kidney disease.