The enrichment analysis of the KEGG signaling pathway showed that P. frutescens slows the progression of CKD by regulating the apoptosis, TCR, PI3K-AKT, HIF-1, TLR, and TNF signaling pathways. The gene discussed is TNF; the disease is chronic kidney disease.