The study on incidence of tumor and development of carcinoma found that some DEPs indirectly inhibited the occurrence and development of MF, including CLU, GNAS, FZR1, and PKM (Supplementary Figure S2, Table 2). The gene discussed is GNAS; the disease is carcinoma.