Compared with the existing TLR4 gene-related experiments, our work comprehensively and systematically studied the expression of the TLR4 gene in pan-cancer and screened out cancer types with a poor prognosis, which will provide reference data for follow-up studies. Here, TLR4 is linked to cancer.