Regarding pathways, the four with the highest correlation were identified as the HIF-1 Signaling pathway, the lipid and atherosclerosis signaling pathway, the PI3K/Akt signaling pathway, and the TNF signaling pathway (Figure 4B). Here, HIF1A is linked to atherosclerosis.