In summary, this study demonstrates that certain protective foods, particularly cheese, are partly associated with reduced liver cancer risk through the modulation of TGFB3, EPOR, ELANE, and C3, suggesting that dietary patterns may influence liver cancer susceptibility by regulating cell‐clearance processes and innate immune signaling along the gut–liver axis. The gene discussed is ELANE; the disease is liver cancer.