Subsequent enrichment analysis of the signalling pathways of each of these 12 compounds for target genes excluding DPP4 revealed that Apigenin, HMF and Luteolin were not significantly enriched in DKD-related pathways. Here, DPP4 is linked to diabetic kidney disease.