Identification of NOTCH4 mutation as a response biomarker for immune checkpoint inhibitor therapy
Abstract Background Immune checkpoint inhibitor (ICI) therapy elicits durable antitumor responses in patients with many types of cancer. Genomic mutations may be used to predict the clinical benefits of ICI therapy. NOTCH homolog-4 (NOTCH4) is frequently mutated in several cancer types, but its role...
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2021-07-01
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Series: | BMC Medicine |
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Online Access: | https://doi.org/10.1186/s12916-021-02031-3 |
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Article |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Junyu Long Dongxu Wang Xu Yang Anqiang Wang Yu Lin Mingjun Zheng Haohai Zhang Xinting Sang Hanping Wang Ke Hu Haitao Zhao |
spellingShingle |
Junyu Long Dongxu Wang Xu Yang Anqiang Wang Yu Lin Mingjun Zheng Haohai Zhang Xinting Sang Hanping Wang Ke Hu Haitao Zhao Identification of NOTCH4 mutation as a response biomarker for immune checkpoint inhibitor therapy BMC Medicine NOTCH4 Immune checkpoint inhibitor Clinical benefit Objective response rate |
author_facet |
Junyu Long Dongxu Wang Xu Yang Anqiang Wang Yu Lin Mingjun Zheng Haohai Zhang Xinting Sang Hanping Wang Ke Hu Haitao Zhao |
author_sort |
Junyu Long |
title |
Identification of NOTCH4 mutation as a response biomarker for immune checkpoint inhibitor therapy |
title_short |
Identification of NOTCH4 mutation as a response biomarker for immune checkpoint inhibitor therapy |
title_full |
Identification of NOTCH4 mutation as a response biomarker for immune checkpoint inhibitor therapy |
title_fullStr |
Identification of NOTCH4 mutation as a response biomarker for immune checkpoint inhibitor therapy |
title_full_unstemmed |
Identification of NOTCH4 mutation as a response biomarker for immune checkpoint inhibitor therapy |
title_sort |
identification of notch4 mutation as a response biomarker for immune checkpoint inhibitor therapy |
publisher |
BMC |
series |
BMC Medicine |
issn |
1741-7015 |
publishDate |
2021-07-01 |
description |
Abstract Background Immune checkpoint inhibitor (ICI) therapy elicits durable antitumor responses in patients with many types of cancer. Genomic mutations may be used to predict the clinical benefits of ICI therapy. NOTCH homolog-4 (NOTCH4) is frequently mutated in several cancer types, but its role in immunotherapy is still unclear. Our study is the first to study the association between NOTCH4 mutation and the response to ICI therapy. Methods We tested the predictive value of NOTCH4 mutation in the discovery cohort, which included non-small cell lung cancer, melanoma, head and neck squamous cell carcinoma, esophagogastric cancer, and bladder cancer patients, and validated it in the validation cohort, which included non-small cell lung cancer, melanoma, renal cell carcinoma, colorectal cancer, esophagogastric cancer, glioma, bladder cancer, head and neck cancer, cancer of unknown primary, and breast cancer patients. Then, the relationships between NOTCH4 mutation and intrinsic and extrinsic immune response mechanisms were studied with multiomics data. Results We collected an ICI-treated cohort (n = 662) and found that patients with NOTCH4 mutation had better clinical benefits in terms of objective response rate (ORR: 42.9% vs 25.9%, P = 0.007), durable clinical benefit (DCB: 54.0% vs 38.1%, P = 0.021), progression-free survival (PFS, hazard ratio [HR] = 0.558, P < 0.001), and overall survival (OS, HR = 0.568, P = 0.006). In addition, we validated the prognostic value of NOTCH4 mutation in an independent ICI-treated cohort (n = 1423). Based on multiomics data, we found that NOTCH4 mutation is significantly associated with enhanced immunogenicity, including a high tumor mutational burden, the expression of costimulatory molecules, and activation of the antigen-processing machinery, and NOTCH4 mutation positively correlates activated antitumor immunity, including infiltration of diverse immune cells and various immune marker sets. Conclusions Our findings indicated that NOTCH4 mutation serves as a novel biomarker correlated with a better response to ICI therapy. |
topic |
NOTCH4 Immune checkpoint inhibitor Clinical benefit Objective response rate |
url |
https://doi.org/10.1186/s12916-021-02031-3 |
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doaj-3fc371a2dbd14100a7f23a790144a81c2021-07-25T11:16:53ZengBMCBMC Medicine1741-70152021-07-0119111410.1186/s12916-021-02031-3Identification of NOTCH4 mutation as a response biomarker for immune checkpoint inhibitor therapyJunyu Long0Dongxu Wang1Xu Yang2Anqiang Wang3Yu Lin4Mingjun Zheng5Haohai Zhang6Xinting Sang7Hanping Wang8Ke Hu9Haitao Zhao10Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical CollegeDepartment of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical CollegeDepartment of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical CollegeDepartment of Gastrointestinal Surgery, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University Cancer Hospital & InstituteShenzhen Withsum Technology LimitedDepartment of Obstetrics and Gynecology, University Hospital, LMU MunichLiver Center and The Transplant Institute, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical SchoolDepartment of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical CollegeDivision of Pulmonary and Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical CollegeDepartment of Radiation Oncology, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical SciencesDepartment of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical CollegeAbstract Background Immune checkpoint inhibitor (ICI) therapy elicits durable antitumor responses in patients with many types of cancer. Genomic mutations may be used to predict the clinical benefits of ICI therapy. NOTCH homolog-4 (NOTCH4) is frequently mutated in several cancer types, but its role in immunotherapy is still unclear. Our study is the first to study the association between NOTCH4 mutation and the response to ICI therapy. Methods We tested the predictive value of NOTCH4 mutation in the discovery cohort, which included non-small cell lung cancer, melanoma, head and neck squamous cell carcinoma, esophagogastric cancer, and bladder cancer patients, and validated it in the validation cohort, which included non-small cell lung cancer, melanoma, renal cell carcinoma, colorectal cancer, esophagogastric cancer, glioma, bladder cancer, head and neck cancer, cancer of unknown primary, and breast cancer patients. Then, the relationships between NOTCH4 mutation and intrinsic and extrinsic immune response mechanisms were studied with multiomics data. Results We collected an ICI-treated cohort (n = 662) and found that patients with NOTCH4 mutation had better clinical benefits in terms of objective response rate (ORR: 42.9% vs 25.9%, P = 0.007), durable clinical benefit (DCB: 54.0% vs 38.1%, P = 0.021), progression-free survival (PFS, hazard ratio [HR] = 0.558, P < 0.001), and overall survival (OS, HR = 0.568, P = 0.006). In addition, we validated the prognostic value of NOTCH4 mutation in an independent ICI-treated cohort (n = 1423). Based on multiomics data, we found that NOTCH4 mutation is significantly associated with enhanced immunogenicity, including a high tumor mutational burden, the expression of costimulatory molecules, and activation of the antigen-processing machinery, and NOTCH4 mutation positively correlates activated antitumor immunity, including infiltration of diverse immune cells and various immune marker sets. Conclusions Our findings indicated that NOTCH4 mutation serves as a novel biomarker correlated with a better response to ICI therapy.https://doi.org/10.1186/s12916-021-02031-3NOTCH4Immune checkpoint inhibitorClinical benefitObjective response rate |