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m6A-Regulator Expression Signatures Identify a Subset of Follicular Lymphoma Harboring an Exhausted Tumor Microenvironment
The role of N6-methyladenosine (m6A) modification in tumor microenvironment has rarely been explored in follicular lymphoma (FL). To examine the role of m6A modification in biological behavior, especially the immune landscape of FL, we utilized the Gene Expression Omnibus database to determine the e...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9207509/ https://www.ncbi.nlm.nih.gov/pubmed/35734168 http://dx.doi.org/10.3389/fimmu.2022.922471 |
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author | Zhang, Tingting Liu, Hengqi Gao, Fenghua Gong, Wenchen Cui, Yaoli He, Jin Li, Lanfang Qiu, Lihua Qian, Zhengzi Zhou, Shiyong Meng, Bin Ren, Xiubao Zhang, Huilai Wang, Xianhuo |
author_facet | Zhang, Tingting Liu, Hengqi Gao, Fenghua Gong, Wenchen Cui, Yaoli He, Jin Li, Lanfang Qiu, Lihua Qian, Zhengzi Zhou, Shiyong Meng, Bin Ren, Xiubao Zhang, Huilai Wang, Xianhuo |
author_sort | Zhang, Tingting |
collection | PubMed |
description | The role of N6-methyladenosine (m6A) modification in tumor microenvironment has rarely been explored in follicular lymphoma (FL). To examine the role of m6A modification in biological behavior, especially the immune landscape of FL, we utilized the Gene Expression Omnibus database to determine the expression signatures of m6A-regulators by unsupervised clustering, and then condense into a risk score, which was validated in an external cohort from the Tianjin Medical University Cancer Institute and Hospital. Finally, 16 m6A-regulators in 351 FL patients were evaluated and two m6A clusters were identified, characterized by differences in prognosis and biological behaviors. The m6A score was further developed based on 20-genes to quantify the m6A-regulator expression signature in each patient with FL. The low m6A score was associated with inferior prognosis of patients, with a median survival time of 8.84 (95% confidence interval [CI]: 7.251-10.429) years, which was remarkably shorter than that of patients with high m6A scores (15.73 years, 95% CI: 11.729-19.731; p<0.0001). Genes like TNFRSF14, CREBBP, and CARD11 were shown to be more often mutated in the low m6A group. This group was enriched with immune/inflammatory response but along with the abundant infiltration of exhausted T cells and the upregulated PD-1 and PD-L1 expression. Finally, we verified the m6A score could predict the response to anti-PD-L1 antibodies in an immunotherapy cohort. To conclude, the m6A score recognizes a section of FL patients harboring an exhausted tumor microenvironment and may help guide more effective immunotherapy strategies for patients with FL. |
format | Online Article Text |
id | pubmed-9207509 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92075092022-06-21 m6A-Regulator Expression Signatures Identify a Subset of Follicular Lymphoma Harboring an Exhausted Tumor Microenvironment Zhang, Tingting Liu, Hengqi Gao, Fenghua Gong, Wenchen Cui, Yaoli He, Jin Li, Lanfang Qiu, Lihua Qian, Zhengzi Zhou, Shiyong Meng, Bin Ren, Xiubao Zhang, Huilai Wang, Xianhuo Front Immunol Immunology The role of N6-methyladenosine (m6A) modification in tumor microenvironment has rarely been explored in follicular lymphoma (FL). To examine the role of m6A modification in biological behavior, especially the immune landscape of FL, we utilized the Gene Expression Omnibus database to determine the expression signatures of m6A-regulators by unsupervised clustering, and then condense into a risk score, which was validated in an external cohort from the Tianjin Medical University Cancer Institute and Hospital. Finally, 16 m6A-regulators in 351 FL patients were evaluated and two m6A clusters were identified, characterized by differences in prognosis and biological behaviors. The m6A score was further developed based on 20-genes to quantify the m6A-regulator expression signature in each patient with FL. The low m6A score was associated with inferior prognosis of patients, with a median survival time of 8.84 (95% confidence interval [CI]: 7.251-10.429) years, which was remarkably shorter than that of patients with high m6A scores (15.73 years, 95% CI: 11.729-19.731; p<0.0001). Genes like TNFRSF14, CREBBP, and CARD11 were shown to be more often mutated in the low m6A group. This group was enriched with immune/inflammatory response but along with the abundant infiltration of exhausted T cells and the upregulated PD-1 and PD-L1 expression. Finally, we verified the m6A score could predict the response to anti-PD-L1 antibodies in an immunotherapy cohort. To conclude, the m6A score recognizes a section of FL patients harboring an exhausted tumor microenvironment and may help guide more effective immunotherapy strategies for patients with FL. Frontiers Media S.A. 2022-06-06 /pmc/articles/PMC9207509/ /pubmed/35734168 http://dx.doi.org/10.3389/fimmu.2022.922471 Text en Copyright © 2022 Zhang, Liu, Gao, Gong, Cui, He, Li, Qiu, Qian, Zhou, Meng, Ren, Zhang and Wang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Zhang, Tingting Liu, Hengqi Gao, Fenghua Gong, Wenchen Cui, Yaoli He, Jin Li, Lanfang Qiu, Lihua Qian, Zhengzi Zhou, Shiyong Meng, Bin Ren, Xiubao Zhang, Huilai Wang, Xianhuo m6A-Regulator Expression Signatures Identify a Subset of Follicular Lymphoma Harboring an Exhausted Tumor Microenvironment |
title | m6A-Regulator Expression Signatures Identify a Subset of Follicular Lymphoma Harboring an Exhausted Tumor Microenvironment |
title_full | m6A-Regulator Expression Signatures Identify a Subset of Follicular Lymphoma Harboring an Exhausted Tumor Microenvironment |
title_fullStr | m6A-Regulator Expression Signatures Identify a Subset of Follicular Lymphoma Harboring an Exhausted Tumor Microenvironment |
title_full_unstemmed | m6A-Regulator Expression Signatures Identify a Subset of Follicular Lymphoma Harboring an Exhausted Tumor Microenvironment |
title_short | m6A-Regulator Expression Signatures Identify a Subset of Follicular Lymphoma Harboring an Exhausted Tumor Microenvironment |
title_sort | m6a-regulator expression signatures identify a subset of follicular lymphoma harboring an exhausted tumor microenvironment |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9207509/ https://www.ncbi.nlm.nih.gov/pubmed/35734168 http://dx.doi.org/10.3389/fimmu.2022.922471 |
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