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Identification of NOTCH4 mutation as a response biomarker for immune checkpoint inhibitor therapy
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 immu...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8293505/ https://www.ncbi.nlm.nih.gov/pubmed/34284787 http://dx.doi.org/10.1186/s12916-021-02031-3 |
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author | Long, Junyu Wang, Dongxu Yang, Xu Wang, Anqiang Lin, Yu Zheng, Mingjun Zhang, Haohai Sang, Xinting Wang, Hanping Hu, Ke Zhao, Haitao |
author_facet | Long, Junyu Wang, Dongxu Yang, Xu Wang, Anqiang Lin, Yu Zheng, Mingjun Zhang, Haohai Sang, Xinting Wang, Hanping Hu, Ke Zhao, Haitao |
author_sort | Long, Junyu |
collection | PubMed |
description | 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-02031-3. |
format | Online Article Text |
id | pubmed-8293505 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82935052021-07-21 Identification of NOTCH4 mutation as a response biomarker for immune checkpoint inhibitor therapy Long, Junyu Wang, Dongxu Yang, Xu Wang, Anqiang Lin, Yu Zheng, Mingjun Zhang, Haohai Sang, Xinting Wang, Hanping Hu, Ke Zhao, Haitao BMC Med Research Article 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-02031-3. BioMed Central 2021-07-21 /pmc/articles/PMC8293505/ /pubmed/34284787 http://dx.doi.org/10.1186/s12916-021-02031-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Long, Junyu Wang, Dongxu Yang, Xu Wang, Anqiang Lin, Yu Zheng, Mingjun Zhang, Haohai Sang, Xinting Wang, Hanping Hu, Ke Zhao, Haitao Identification of NOTCH4 mutation as a response biomarker for immune checkpoint inhibitor therapy |
title | 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_short | 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 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8293505/ https://www.ncbi.nlm.nih.gov/pubmed/34284787 http://dx.doi.org/10.1186/s12916-021-02031-3 |
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