KEGG pathway analysis further clarifies the genes' involvement in particular pathways, with significant links to the Lipid and Atherosclerosis pathway, resistance against EGFR tyrosine kinase inhibitors, and the AGE‐RAGE signalling pathway in diabetic complications, highlighting their potential impact on disease progression and therapeutic strategies. This evidence concerns the gene EGFR and atherosclerosis.