An increasing number of research articles have shown that SPP1 and CSF1 exhibit the same expression trend in multiple cancer types, including liver cancer, breast cancer, thyroid cancer, and lung cancer [12–15]. The gene discussed is SPP1; the disease is lung carcinoma.