The enrichment of differential genes in the KEGG COVID‐19 pathway suggested their possible involvement in viral invasion (such as HBEGF enhancing viral endocytosis through EGFR signaling) or host immune response (such as CXCR4‐mediated regulation of cytokine storm). This evidence concerns the gene EGFR and COVID-19.