Our study found that daily oral intake of celecoxib or mushroom beta-glucan from Antrodia camphorata can decrease the gene expression of IL-6, IL-10, COX-2, and TGF-β and further decreases the proportion of M2 macrophages in tumor-bearing mice. The gene discussed is TGFB1; the disease is neoplasm.