Research has shown that TLR4 is involved in various types of cancer, including breast cancer, colorectal cancer, and lung cancer. Elevated TLR4 expression has been correlated with poor prognosis in these cancers. For instance, in breast cancer, higher TLR4 levels are often associated with increased tumor invasiveness and resistance to chemotherapy.