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Antigen presentation and tumor immunogenicity in cancer immunotherapy response prediction
2019-11-26
发表期刊ELIFE (IF:6.4[JCR-2023],7.2[5-Year])
ISSN2050-084X
卷号8
发表状态已发表
DOI10.7554/eLife.49020
摘要

Immunotherapy, represented by immune checkpoint inhibitors (ICI), is transforming the treatment of cancer. However, only a small percentage of patients show response to ICI, and there is an unmet need for biomarkers that will identify patients who are more likely to respond to immunotherapy. The fundamental basis for ICI response is the immunogenicity of a tumor, which is primarily determined by tumor antigenicity and antigen presentation efficiency. Here, we propose a method to measure tumor immunogenicity score (TIGS), which combines tumor mutational burden (TMB) and an expression signature of the antigen processing and presenting machinery (APM). In both correlation with pan-cancer ICI objective response rates (ORR) and ICI clinical response prediction for individual patients, TIGS consistently showed improved performance compared to TMB and other known prediction biomarkers for ICI response. This study suggests that TIGS is an effective tumor-inherent biomarker for ICI-response prediction.

收录类别SCI ; SCIE
语种英语
资助项目National Natural Science Foundation of China[31771373]
WOS研究方向Life Sciences & Biomedicine - Other Topics
WOS类目Biology
WOS记录号WOS:000499715400001
出版者ELIFE SCIENCES PUBLICATIONS LTD
WOS关键词MERKEL CELL-CARCINOMA ; IFN-GAMMA ; CLINICAL-RESPONSE ; CTLA-4 BLOCKADE ; PD-1 BLOCKADE ; RESISTANCE ; WIDE
原始文献类型Article
引用统计
被引频次:217[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/104506
专题生命科学与技术学院_硕士生
生命科学与技术学院_PI研究组_刘雪松组
通讯作者Liu, Xue-Song
作者单位
1.ShanghaiTech Univ, Sch Life Sci & Technol, Shanghai, Peoples R China
2.Chinese Acad Sci, Shanghai Inst Biochem & Cell Biol, Shanghai, Peoples R China
3.Univ Chinese Acad Sci, Beijing, Peoples R China
第一作者单位生命科学与技术学院
通讯作者单位生命科学与技术学院
第一作者的第一单位生命科学与技术学院
推荐引用方式
GB/T 7714
Wang, Shixiang,He, Zaoke,Wang, Xuan,et al. Antigen presentation and tumor immunogenicity in cancer immunotherapy response prediction[J]. ELIFE,2019,8.
APA Wang, Shixiang,He, Zaoke,Wang, Xuan,Li, Huimin,&Liu, Xue-Song.(2019).Antigen presentation and tumor immunogenicity in cancer immunotherapy response prediction.ELIFE,8.
MLA Wang, Shixiang,et al."Antigen presentation and tumor immunogenicity in cancer immunotherapy response prediction".ELIFE 8(2019).
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