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MeImmS: Predict Clinical Benefit of Anti-PD-1/PD-L1 Treatments Based on DNA Methylation in Non-small Cell Lung Cancer
Immunotherapy has become an effective therapy for cancer treatment. However, the development of biomarkers to predict immunotherapy response still remains a challenge. We have developed the DNA Methylation Immune Score, named “MeImmS,” which can predict clinical benefits of non-small cell lung cance...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8173132/ https://www.ncbi.nlm.nih.gov/pubmed/34093667 http://dx.doi.org/10.3389/fgene.2021.676449 |
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author | Shang, Shipeng Li, Xin Gao, Yue Guo, Shuang Sun, Dailin Zhou, Hanxiao Sun, Yue Wang, Peng Zhi, Hui Bai, Jing Ning, Shangwei Li, Xia |
author_facet | Shang, Shipeng Li, Xin Gao, Yue Guo, Shuang Sun, Dailin Zhou, Hanxiao Sun, Yue Wang, Peng Zhi, Hui Bai, Jing Ning, Shangwei Li, Xia |
author_sort | Shang, Shipeng |
collection | PubMed |
description | Immunotherapy has become an effective therapy for cancer treatment. However, the development of biomarkers to predict immunotherapy response still remains a challenge. We have developed the DNA Methylation Immune Score, named “MeImmS,” which can predict clinical benefits of non-small cell lung cancer (NSCLC) patients based on DNA methylation of 8 CpG sites. The 8 CpG sites regulate the expression of immune-related genes and MeImmS was related to immune-associated pathways, exhausted T cell markers and immune cells. Copy-number loss in 1p36.33 may affect the response of cancer patients to immunotherapy. In addition, SAA1, CXCL10, CCR5, CCL19, CXCL11, CXCL13, and CCL5 were found to be key immune regulatory genes in immunotherapy. Together, MeImmS discovered the heterogeneous of NSCLC patients and guided the immunotherapy of cancer patients in the future. |
format | Online Article Text |
id | pubmed-8173132 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81731322021-06-04 MeImmS: Predict Clinical Benefit of Anti-PD-1/PD-L1 Treatments Based on DNA Methylation in Non-small Cell Lung Cancer Shang, Shipeng Li, Xin Gao, Yue Guo, Shuang Sun, Dailin Zhou, Hanxiao Sun, Yue Wang, Peng Zhi, Hui Bai, Jing Ning, Shangwei Li, Xia Front Genet Genetics Immunotherapy has become an effective therapy for cancer treatment. However, the development of biomarkers to predict immunotherapy response still remains a challenge. We have developed the DNA Methylation Immune Score, named “MeImmS,” which can predict clinical benefits of non-small cell lung cancer (NSCLC) patients based on DNA methylation of 8 CpG sites. The 8 CpG sites regulate the expression of immune-related genes and MeImmS was related to immune-associated pathways, exhausted T cell markers and immune cells. Copy-number loss in 1p36.33 may affect the response of cancer patients to immunotherapy. In addition, SAA1, CXCL10, CCR5, CCL19, CXCL11, CXCL13, and CCL5 were found to be key immune regulatory genes in immunotherapy. Together, MeImmS discovered the heterogeneous of NSCLC patients and guided the immunotherapy of cancer patients in the future. Frontiers Media S.A. 2021-05-20 /pmc/articles/PMC8173132/ /pubmed/34093667 http://dx.doi.org/10.3389/fgene.2021.676449 Text en Copyright © 2021 Shang, Li, Gao, Guo, Sun, Zhou, Sun, Wang, Zhi, Bai, Ning and Li. 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 | Genetics Shang, Shipeng Li, Xin Gao, Yue Guo, Shuang Sun, Dailin Zhou, Hanxiao Sun, Yue Wang, Peng Zhi, Hui Bai, Jing Ning, Shangwei Li, Xia MeImmS: Predict Clinical Benefit of Anti-PD-1/PD-L1 Treatments Based on DNA Methylation in Non-small Cell Lung Cancer |
title | MeImmS: Predict Clinical Benefit of Anti-PD-1/PD-L1 Treatments Based on DNA Methylation in Non-small Cell Lung Cancer |
title_full | MeImmS: Predict Clinical Benefit of Anti-PD-1/PD-L1 Treatments Based on DNA Methylation in Non-small Cell Lung Cancer |
title_fullStr | MeImmS: Predict Clinical Benefit of Anti-PD-1/PD-L1 Treatments Based on DNA Methylation in Non-small Cell Lung Cancer |
title_full_unstemmed | MeImmS: Predict Clinical Benefit of Anti-PD-1/PD-L1 Treatments Based on DNA Methylation in Non-small Cell Lung Cancer |
title_short | MeImmS: Predict Clinical Benefit of Anti-PD-1/PD-L1 Treatments Based on DNA Methylation in Non-small Cell Lung Cancer |
title_sort | meimms: predict clinical benefit of anti-pd-1/pd-l1 treatments based on dna methylation in non-small cell lung cancer |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8173132/ https://www.ncbi.nlm.nih.gov/pubmed/34093667 http://dx.doi.org/10.3389/fgene.2021.676449 |
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