We have identified gene clusters associated with CRC, COVID-19, and biochanin A. Bioinformatic analysis further showed the involvement of six core targets of biochanin A in the treatment of CRC/COVID-19, including EGFR, CCND1, IL2, IL1A, IL6R, and PPARG. The gene discussed is EGFR; the disease is COVID-19.