KEGG enrichment analysis revealed several the Human papillomavirus infection pathway genes (24 of 233, p=0.001) and the PI3K/AKT signalling pathway genes (24 of 233, p=0.002) upregulated in the radioresistant PDOs (Figure 3C). Here, PIK3CB is linked to human papilloma virus infection.