The results confirmed that P. grandiflorum polysaccharides promote apoptosis in liver cancer cells by enhancing the expression of LINC01554 (a long non-coding RNA), thereby inhibiting the progression of liver cancer. The gene discussed is LINC01554; the disease is liver cancer.