TNF and liver cancer: Cao et al. [90] analysis showed that the core genes predicted by GXZY on liquid chromatography were MYC, JUN, AR, MMP9, CASP3, RELA, etc., which inhibited liver cirrhosis by regulating hepatitis B, cancer, MAPK signaling pathway, and TNF signaling pathway, and alleviated the progression to liver cancer.