Multi-omics of the gut microbial ecosystem in patients with microsatellite-instability-high gastrointestinal cancer resistant to immunotherapy

被引:7
|
作者
Cheng, Siyuan [2 ,5 ]
Han, Zihan [2 ,6 ]
Dai, Die [3 ]
Li, Fang [3 ]
Zhang, Xiaotian [1 ]
Lu, Ming [1 ]
Lu, Zhihao [2 ]
Wang, Xicheng [2 ]
Zhou, Jun [2 ]
Li, Jian [1 ]
Guo, Xiaohuan [4 ]
Song, Panwei [4 ]
Qiu, Chuangzhao [3 ]
Shen, Wei [3 ]
Zhang, Qi [3 ]
Zhu, Ning [3 ]
Wang, Xi [3 ]
Tan, Yan [3 ]
Kou, Yan [3 ]
In, Xiaochen Y. [3 ]
Shen, Lin [1 ]
Peng, Zhi [1 ]
机构
[1] Peking Univ Canc Hosp & Inst, State Key Lab Holist Integrat Management Gastroint, Beijing Key Lab Carcinogenesis & Translat Res, Dept Gastrointestinal Oncol, Beijing 100142, Peoples R China
[2] Peking Univ Canc Hosp & Inst, Key Lab Carcinogenesis & Translat Res, Minist Educ, Dept Gastrointestinal Oncol, Beijing 100142, Peoples R China
[3] Xbiome, Shenzhen 518055, Peoples R China
[4] Tsinghua Univ, Sch Med, Inst Immunol, Beijing 100084, Peoples R China
[5] Peking Univ Third Hosp, Dept Med Oncol & Radiat Sickness, Beijing 100191, Peoples R China
[6] China Japan Friendship Hosp, Dept Colorectal Surg, Beijing 100029, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
MOLECULAR CHARACTERIZATION; ANTITUMOR IMMUNITY; COLORECTAL-CANCER;
D O I
10.1016/j.xcrm.2023.101355
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Despite the encouraging efficacy of anti-PD-1/PD-L1 immunotherapy in microsatellite-instability-high/deficient mismatch repair (MSI-H/dMMR) advanced gastrointestinal cancer, many patients exhibit primary or acquired resistance. Using multi-omics approaches, we interrogate gut microbiome, blood metabolome, and cytokines/chemokines of patients with MSI-H/dMMR gastrointestinal cancer (N = 77) at baseline and during the treatment. We identify a number of microbes (e.g., Porphyromonadaceae) and metabolites (e.g., arginine) highly associated with primary resistance to immunotherapy. An independent validation cohort (N = 39) and mouse model are used to further confirm our findings. A predictive machine learning model for primary resistance is also built and achieves an accuracy of 0.79 on the external validation set. Furthermore, several microbes are pinpointed that gradually changed during the process of acquired resistance. In summary, our study demonstrates the essential role of gut microbiome in drug resistance, and this can be utilized as a preventative diagnosis tool and therapeutic target in the future.
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收藏
页数:16
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