The results of KEGG pathway enrichment analysis showed that the differentially expressed ARGs were mainly involved in the pathways related to tumor angiogenesis, including PI3K-Akt, MAPK and Rap1 pathways (Fig. 2c, d). Here, SERPINA2 is linked to neoplasm.