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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...

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Autores principales: Shang, Shipeng, Li, Xin, Gao, Yue, Guo, Shuang, Sun, Dailin, Zhou, Hanxiao, Sun, Yue, Wang, Peng, Zhi, Hui, Bai, Jing, Ning, Shangwei, Li, Xia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
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.
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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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