Helicase, Lymphoid-Specific (HELLS) and Intercellular adhesion molecule 1 (ICAM1) were identified, and their biological functions and key pathways were enriched to ascertain more accurate and practical biomarkers for the early diagnosis, individualized prevention, and treatment of lung cancer. The gene discussed is HELLS; the disease is lung cancer.