M1-like TAMs are required for the efficacy of PD-L1/PD-1 blockades in gastric cancer
The efficacy of PD-1/PD-L1 blockades is heterogeneous in different molecular subtypes of gastric cancer (GC). In this study, we analyzed relevant clinical trials to identify the molecular subtypes associated with the efficacy of PD-1/PD-L1 blockades, and public datasets, patient samples, and GC cell...
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| Veröffentlicht in: | Oncoimmunology Jg. 10; H. 1; S. 1862520 |
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Taylor & Francis
01.01.2021
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| Abstract | The efficacy of PD-1/PD-L1 blockades is heterogeneous in different molecular subtypes of gastric cancer (GC). In this study, we analyzed relevant clinical trials to identify the molecular subtypes associated with the efficacy of PD-1/PD-L1 blockades, and public datasets, patient samples, and GC cell lines were used for investigating potential mechanisms. We found that GC with EBV-positive, MSI-H/dMMR, TMB-H or PIK3CA mutant subtype had enhanced efficacy of PD-L1/PD-1 blockades. Also, differentially expressed genes of these molecular subtypes shared the same gene signature and functional annotations related to immunity. Meanwhile, CIBERSORT identified that the overlapping landscapes of tumor-infiltrating immune cells in the four molecular subtypes were mainly M1-like macrophages (M1). The relationships between M1 and clinical characteristics, M1, and gene signatures associated with PD-1/PD-L1 blockades also revealed that M1 was associated with improved prognosis and required for the efficacy of PD-L1/PD-1 blockades in GC. We identified that tumor-infiltrating CD68
+
CD163
−
macrophages could represent M1 calculated by CIBERSORT in clinical application, and CXCL9, 10, 11/CXCR3 axis was involved in the mechanism of CD68
+
CD163
−
macrophages in the enhanced efficacy of PD-L1/PD-1 blockades. In conclusion, CD68
+
CD163
−
macrophages are required for the efficacy of PD-L1/PD-1 blockades and expand the applicable candidates in GC patients without the molecular subtypes. |
|---|---|
| AbstractList | The efficacy of PD-1/PD-L1 blockades is heterogeneous in different molecular subtypes of gastric cancer (GC). In this study, we analyzed relevant clinical trials to identify the molecular subtypes associated with the efficacy of PD-1/PD-L1 blockades, and public datasets, patient samples, and GC cell lines were used for investigating potential mechanisms. We found that GC with EBV-positive, MSI-H/dMMR, TMB-H or PIK3CA mutant subtype had enhanced efficacy of PD-L1/PD-1 blockades. Also, differentially expressed genes of these molecular subtypes shared the same gene signature and functional annotations related to immunity. Meanwhile, CIBERSORT identified that the overlapping landscapes of tumor-infiltrating immune cells in the four molecular subtypes were mainly M1-like macrophages (M1). The relationships between M1 and clinical characteristics, M1, and gene signatures associated with PD-1/PD-L1 blockades also revealed that M1 was associated with improved prognosis and required for the efficacy of PD-L1/PD-1 blockades in GC. We identified that tumor-infiltrating CD68
+
CD163
−
macrophages could represent M1 calculated by CIBERSORT in clinical application, and CXCL9, 10, 11/CXCR3 axis was involved in the mechanism of CD68
+
CD163
−
macrophages in the enhanced efficacy of PD-L1/PD-1 blockades. In conclusion, CD68
+
CD163
−
macrophages are required for the efficacy of PD-L1/PD-1 blockades and expand the applicable candidates in GC patients without the molecular subtypes. The efficacy of PD-1/PD-L1 blockades is heterogeneous in different molecular subtypes of gastric cancer (GC). In this study, we analyzed relevant clinical trials to identify the molecular subtypes associated with the efficacy of PD-1/PD-L1 blockades, and public datasets, patient samples, and GC cell lines were used for investigating potential mechanisms. We found that GC with EBV-positive, MSI-H/dMMR, TMB-H or PIK3CA mutant subtype had enhanced efficacy of PD-L1/PD-1 blockades. Also, differentially expressed genes of these molecular subtypes shared the same gene signature and functional annotations related to immunity. Meanwhile, CIBERSORT identified that the overlapping landscapes of tumor-infiltrating immune cells in the four molecular subtypes were mainly M1-like macrophages (M1). The relationships between M1 and clinical characteristics, M1, and gene signatures associated with PD-1/PD-L1 blockades also revealed that M1 was associated with improved prognosis and required for the efficacy of PD-L1/PD-1 blockades in GC. We identified that tumor-infiltrating CD68+CD163− macrophages could represent M1 calculated by CIBERSORT in clinical application, and CXCL9, 10, 11/CXCR3 axis was involved in the mechanism of CD68+CD163− macrophages in the enhanced efficacy of PD-L1/PD-1 blockades. In conclusion, CD68+CD163− macrophages are required for the efficacy of PD-L1/PD-1 blockades and expand the applicable candidates in GC patients without the molecular subtypes. The efficacy of PD-1/PD-L1 blockades is heterogeneous in different molecular subtypes of gastric cancer (GC). In this study, we analyzed relevant clinical trials to identify the molecular subtypes associated with the efficacy of PD-1/PD-L1 blockades, and public datasets, patient samples, and GC cell lines were used for investigating potential mechanisms. We found that GC with EBV-positive, MSI-H/dMMR, TMB-H or PIK3CA mutant subtype had enhanced efficacy of PD-L1/PD-1 blockades. Also, differentially expressed genes of these molecular subtypes shared the same gene signature and functional annotations related to immunity. Meanwhile, CIBERSORT identified that the overlapping landscapes of tumor-infiltrating immune cells in the four molecular subtypes were mainly M1-like macrophages (M1). The relationships between M1 and clinical characteristics, M1, and gene signatures associated with PD-1/PD-L1 blockades also revealed that M1 was associated with improved prognosis and required for the efficacy of PD-L1/PD-1 blockades in GC. We identified that tumor-infiltrating CD68+CD163- macrophages could represent M1 calculated by CIBERSORT in clinical application, and CXCL9, 10, 11/CXCR3 axis was involved in the mechanism of CD68+CD163- macrophages in the enhanced efficacy of PD-L1/PD-1 blockades. In conclusion, CD68+CD163- macrophages are required for the efficacy of PD-L1/PD-1 blockades and expand the applicable candidates in GC patients without the molecular subtypes.The efficacy of PD-1/PD-L1 blockades is heterogeneous in different molecular subtypes of gastric cancer (GC). In this study, we analyzed relevant clinical trials to identify the molecular subtypes associated with the efficacy of PD-1/PD-L1 blockades, and public datasets, patient samples, and GC cell lines were used for investigating potential mechanisms. We found that GC with EBV-positive, MSI-H/dMMR, TMB-H or PIK3CA mutant subtype had enhanced efficacy of PD-L1/PD-1 blockades. Also, differentially expressed genes of these molecular subtypes shared the same gene signature and functional annotations related to immunity. Meanwhile, CIBERSORT identified that the overlapping landscapes of tumor-infiltrating immune cells in the four molecular subtypes were mainly M1-like macrophages (M1). The relationships between M1 and clinical characteristics, M1, and gene signatures associated with PD-1/PD-L1 blockades also revealed that M1 was associated with improved prognosis and required for the efficacy of PD-L1/PD-1 blockades in GC. We identified that tumor-infiltrating CD68+CD163- macrophages could represent M1 calculated by CIBERSORT in clinical application, and CXCL9, 10, 11/CXCR3 axis was involved in the mechanism of CD68+CD163- macrophages in the enhanced efficacy of PD-L1/PD-1 blockades. In conclusion, CD68+CD163- macrophages are required for the efficacy of PD-L1/PD-1 blockades and expand the applicable candidates in GC patients without the molecular subtypes. The efficacy of PD-1/PD-L1 blockades is heterogeneous in different molecular subtypes of gastric cancer (GC). In this study, we analyzed relevant clinical trials to identify the molecular subtypes associated with the efficacy of PD-1/PD-L1 blockades, and public datasets, patient samples, and GC cell lines were used for investigating potential mechanisms. We found that GC with EBV-positive, MSI-H/dMMR, TMB-H or PIK3CA mutant subtype had enhanced efficacy of PD-L1/PD-1 blockades. Also, differentially expressed genes of these molecular subtypes shared the same gene signature and functional annotations related to immunity. Meanwhile, CIBERSORT identified that the overlapping landscapes of tumor-infiltrating immune cells in the four molecular subtypes were mainly M1-like macrophages (M1). The relationships between M1 and clinical characteristics, M1, and gene signatures associated with PD-1/PD-L1 blockades also revealed that M1 was associated with improved prognosis and required for the efficacy of PD-L1/PD-1 blockades in GC. We identified that tumor-infiltrating CD68 CD163 macrophages could represent M1 calculated by CIBERSORT in clinical application, and CXCL9, 10, 11/CXCR3 axis was involved in the mechanism of CD68 CD163 macrophages in the enhanced efficacy of PD-L1/PD-1 blockades. In conclusion, CD68 CD163 macrophages are required for the efficacy of PD-L1/PD-1 blockades and expand the applicable candidates in GC patients without the molecular subtypes. |
| Author | Chen, Yi Wu, Yutao Li, Qiqi Zhou, Yong Wang, Yong Yang, Hanshuo Wan, Qianyi Xiao, Shuomeng Song, Yinghan Xia, Lin Zhuang, Wen Zhao, Rui Shen, Xiaoding Wu, Xiaoting |
| Author_xml | – sequence: 1 givenname: Rui surname: Zhao fullname: Zhao, Rui organization: West China Hospital, Sichuan University – sequence: 2 givenname: Qianyi surname: Wan fullname: Wan, Qianyi organization: West China Hospital, Sichuan University – sequence: 3 givenname: Yong surname: Wang fullname: Wang, Yong organization: West China Hospital, Sichuan University – sequence: 4 givenname: Yutao surname: Wu fullname: Wu, Yutao organization: Sichuan University – sequence: 5 givenname: Shuomeng surname: Xiao fullname: Xiao, Shuomeng organization: West China Hospital, Sichuan University – sequence: 6 givenname: Qiqi surname: Li fullname: Li, Qiqi organization: Sichuan University – sequence: 7 givenname: Xiaoding surname: Shen fullname: Shen, Xiaoding organization: West China Hospital, Sichuan University – sequence: 8 givenname: Wen surname: Zhuang fullname: Zhuang, Wen organization: West China Hospital, Sichuan University – sequence: 9 givenname: Yong surname: Zhou fullname: Zhou, Yong organization: West China Hospital, Sichuan University – sequence: 10 givenname: Lin surname: Xia fullname: Xia, Lin organization: West China Hospital, Sichuan University – sequence: 11 givenname: Yinghan surname: Song fullname: Song, Yinghan organization: West China Hospital, Sichuan University – sequence: 12 givenname: Yi surname: Chen fullname: Chen, Yi organization: West China Hospital, Sichuan University – sequence: 13 givenname: Hanshuo surname: Yang fullname: Yang, Hanshuo email: yhansh@126.com organization: Sichuan University – sequence: 14 givenname: Xiaoting orcidid: 0000-0002-3996-868X surname: Wu fullname: Wu, Xiaoting email: wxt1@medmail.com.cn organization: West China Hospital, Sichuan University |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33457080$$D View this record in MEDLINE/PubMed |
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| Keywords | gastric cancer PD-L1/PD-1 blockades Tumor-associated macrophages |
| Language | English |
| License | open-access: http://creativecommons.org/licenses/by-nc/4.0/: This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. 2020 The Author(s). Published with license by Taylor & Francis Group, LLC. This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
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| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Rui Zhao, Qianyi Wan, and Yong Wang contributed equally to this study. |
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| SubjectTerms | gastric cancer Original Research PD-L1/PD-1 blockades Tumor-associated macrophages |
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| Title | M1-like TAMs are required for the efficacy of PD-L1/PD-1 blockades in gastric cancer |
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