Research is being conducted on the applications and advances of multi-omics technologies in gastrointestinal tumors. The technology is being explored for various purposes, including early detection, tumor immunotherapy, and postoperative surveillance. Studies are also investigating the use of multi-omics in combination with other approaches, such as advanced imaging and artificial intelligence, to improve treatment and prevention of gastrointestinal cancers.