HIF1A and Neurodegeneration: Subsequent KEGG pathway analysis further demonstrated significant enrichment in pathways related to neurodegeneration diseases, diabetic cardiomyopathy, cellular senescence, nucleotide metabolism, ECM-receptor interaction, and the HIF-1 signaling pathway (Figure 8G).