Gastrointestinal(GI) cancers account for a large proportion of cancer deaths worldwide and pose a major public health challenge. Immunotherapy is considered to be one of the prominent and successful approaches in cancer treatment in recent years. Among them, immune checkpoint inhibitor(ICI)therapy, has received widespread attention, and many clinical findings support the feasibility of ICIs, with sustained responses and significantly prolonged lifespan observed in a wide range of tumors. However, patients treated with ICIs have not fully benefited, and therefore, the identification and development of biomarkers for predicting ICI treatment response have received further attention and exploration. From tumor genome to molecular interactions in the tumor microenvironment, and further expanding to circulating biomarkers and patient characteristics, the exploration of biomarkers is evolving with high-throughput sequencing as well as bioinformatics. More large-scale prospective and specific studies are needed to explore biomarkers in GI cancers. In this review, we summarize the known biomarkers used in ICI therapy for GI tumors. In addition,some ICI biomarkers applied to other tumors are included to provide insights and further validation for GI tumors. Moreover, we present single-cell analysis and machine learning approaches that have emerged in recent years. Although there are no clear applications yet, it can be expected that these techniques will play an important role in the application of biomarker prediction.
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Xi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Pharm, Xian, Peoples R China
Xi An Jiao Tong Univ, Sch Life Sci & Technol, Key Lab Biomed Informat Engn, Minist Educ, Xian, Peoples R ChinaXi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Pharm, Xian, Peoples R China
Zhao, Peixi
Jin, Rui
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Xi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Clin Pharm, Xian, Peoples R ChinaXi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Pharm, Xian, Peoples R China
Jin, Rui
Zhao, Bin
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Xi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Res & Teaching, Xian, Peoples R ChinaXi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Pharm, Xian, Peoples R China
Zhao, Bin
Han, Le
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Xi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Chest Surg, Xian, Peoples R ChinaXi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Pharm, Xian, Peoples R China
Han, Le
Chen, Wenjuan
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Xi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Oncol, 309 Yanta West Rd, Xian 710061, Peoples R ChinaXi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Pharm, Xian, Peoples R China
Chen, Wenjuan
Hao, Nina
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Xi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Res & Teaching, Xian, Peoples R ChinaXi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Pharm, Xian, Peoples R China
Hao, Nina
Cui, Yi
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Xi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Pharm, Xian, Peoples R ChinaXi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Pharm, Xian, Peoples R China
Cui, Yi
Madan, Ankit
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Medstar Southern Maryland Hosp Ctr, Clinton, MD USAXi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Pharm, Xian, Peoples R China
Madan, Ankit
Awosika, Joy
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NCI, NIH, Bethesda, MD USAXi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Pharm, Xian, Peoples R China
Awosika, Joy
Lloyd, Shane
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Univ Utah, Huntsman Canc Hosp, Dept Radiat Oncol, Salt Lake City, UT USAXi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Pharm, Xian, Peoples R China
Lloyd, Shane
Zhang, Yili
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Xi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Oncol, 309 Yanta West Rd, Xian 710061, Peoples R ChinaXi An Jiao Tong Univ, Shaanxi Prov Tumor Hosp, Dept Pharm, Xian, Peoples R China
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Capital Med Univ, Beijing Tongren Hosp, Beijing 100730, Peoples R ChinaCapital Med Univ, Beijing Tongren Hosp, Beijing 100730, Peoples R China
Wang, Chengji
Wang, He-nan
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Capital Med Univ, Beijing Tongren Hosp, Dept Hematol, Beijing 100730, Peoples R ChinaCapital Med Univ, Beijing Tongren Hosp, Beijing 100730, Peoples R China
Wang, He-nan
Wang, Liang
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Capital Med Univ, Beijing Tongren Hosp, Dept Hematol, Beijing 100730, Peoples R China
Beihang Univ, Beijing Adv Innovat Ctr Big Data Based Precis Med, Beijing 100730, Peoples R China
Capital Med Univ, Beijing Tongren Hosp, Beijing 100730, Peoples R ChinaCapital Med Univ, Beijing Tongren Hosp, Beijing 100730, Peoples R China
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Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, 1515 Holocombe Boulevard, Unit 1466, Houston, 77030, TXDepartment of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, 1515 Holocombe Boulevard, Unit 1466, Houston, 77030, TX
Cramer P.
Bresalier R.S.
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Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, 1515 Holocombe Boulevard, Unit 1466, Houston, 77030, TXDepartment of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, 1515 Holocombe Boulevard, Unit 1466, Houston, 77030, TX
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Brown Univ, Lifespan Canc Inst, Warren Alpert Med Sch, Providence, RI 02903 USABrown Univ, Lifespan Canc Inst, Warren Alpert Med Sch, Providence, RI 02903 USA
DeCarli, Kathryn
Strosberg, Jonathan
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H Lee Moffitt Canc Ctr & Res Inst, Tampa, FL 33612 USABrown Univ, Lifespan Canc Inst, Warren Alpert Med Sch, Providence, RI 02903 USA
Strosberg, Jonathan
Almhanna, Khaldoun
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Brown Univ, Lifespan Canc Inst, Warren Alpert Med Sch, Providence, RI 02903 USABrown Univ, Lifespan Canc Inst, Warren Alpert Med Sch, Providence, RI 02903 USA