This study for the first time elucidated the dual anti-tumor mechanisms of YGS, which sensitized CRC stem cells and inhibited immune escape by targeting the TLR4/NF-κB pathway through Gomisin B. It provides a pharmacological basis for the modern research of traditional Chinese medicine compound against CRC. Here, TLR4 is linked to colorectal carcinoma.