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Systematic analysis of enhancer regulatory circuit perturbation driven by copy number variations in malignant glioma
Background: Enhancers are emerging regulatory regions controlling gene expression in diverse cancer types. However, the functions of enhancer regulatory circuit perturbations driven by copy number variations (CNVs) in malignant glioma are unclear. Therefore, we aimed to investigate the comprehensive...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7847679/ https://www.ncbi.nlm.nih.gov/pubmed/33537074 http://dx.doi.org/10.7150/thno.54150 |
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author | Xiao, Jun Jin, Xiaoyan Zhang, Chunlong Zou, Haozhe Chang, Zhenghong Han, Nan Li, Xia Zhang, Yunpeng Li, Yongsheng |
author_facet | Xiao, Jun Jin, Xiaoyan Zhang, Chunlong Zou, Haozhe Chang, Zhenghong Han, Nan Li, Xia Zhang, Yunpeng Li, Yongsheng |
author_sort | Xiao, Jun |
collection | PubMed |
description | Background: Enhancers are emerging regulatory regions controlling gene expression in diverse cancer types. However, the functions of enhancer regulatory circuit perturbations driven by copy number variations (CNVs) in malignant glioma are unclear. Therefore, we aimed to investigate the comprehensive enhancer regulatory perturbation and identify potential biomarkers in glioma. Results: We performed a meta-analysis of the enhancer centered regulatory circuit perturbations in 683 gliomas by integrating CNVs, gene expression, and transcription factors (TFs) binding. We found widespread CNVs of enhancers during glioma progression, and CNVs were associated with the perturbations of enhancer activities. In particular, the degree of perturbations for amplified enhancers was much greater accompanied by the glioma malignant progression. In addition, CNVs and enhancers cooperatively regulated the expressions of cancer-related genes. Genome-wide TF binding profiles revealed that enhancers were pervasively regulated by TFs. A network-based analysis of TF-enhancer-gene regulatory circuits revealed a core TF-gene module (58 interactions including seven genes and 14 TFs) that was associated survival of patients with glioma (p < 0.001). Finally, we validated this prognosis-associated TF-gene regulatory module in an independent cohort. In summary, our analyses provided new molecular insights for enhancer-centered transcriptional perturbation in glioma therapy. Conclusion: Integrative analysis revealed enhancer regulatory perturbations in glioma and also identified a network module that was associated with patient survival, thereby providing novel insights into enhancer-centered cancer therapy. |
format | Online Article Text |
id | pubmed-7847679 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-78476792021-02-02 Systematic analysis of enhancer regulatory circuit perturbation driven by copy number variations in malignant glioma Xiao, Jun Jin, Xiaoyan Zhang, Chunlong Zou, Haozhe Chang, Zhenghong Han, Nan Li, Xia Zhang, Yunpeng Li, Yongsheng Theranostics Research Paper Background: Enhancers are emerging regulatory regions controlling gene expression in diverse cancer types. However, the functions of enhancer regulatory circuit perturbations driven by copy number variations (CNVs) in malignant glioma are unclear. Therefore, we aimed to investigate the comprehensive enhancer regulatory perturbation and identify potential biomarkers in glioma. Results: We performed a meta-analysis of the enhancer centered regulatory circuit perturbations in 683 gliomas by integrating CNVs, gene expression, and transcription factors (TFs) binding. We found widespread CNVs of enhancers during glioma progression, and CNVs were associated with the perturbations of enhancer activities. In particular, the degree of perturbations for amplified enhancers was much greater accompanied by the glioma malignant progression. In addition, CNVs and enhancers cooperatively regulated the expressions of cancer-related genes. Genome-wide TF binding profiles revealed that enhancers were pervasively regulated by TFs. A network-based analysis of TF-enhancer-gene regulatory circuits revealed a core TF-gene module (58 interactions including seven genes and 14 TFs) that was associated survival of patients with glioma (p < 0.001). Finally, we validated this prognosis-associated TF-gene regulatory module in an independent cohort. In summary, our analyses provided new molecular insights for enhancer-centered transcriptional perturbation in glioma therapy. Conclusion: Integrative analysis revealed enhancer regulatory perturbations in glioma and also identified a network module that was associated with patient survival, thereby providing novel insights into enhancer-centered cancer therapy. Ivyspring International Publisher 2021-01-01 /pmc/articles/PMC7847679/ /pubmed/33537074 http://dx.doi.org/10.7150/thno.54150 Text en © The author(s) This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Xiao, Jun Jin, Xiaoyan Zhang, Chunlong Zou, Haozhe Chang, Zhenghong Han, Nan Li, Xia Zhang, Yunpeng Li, Yongsheng Systematic analysis of enhancer regulatory circuit perturbation driven by copy number variations in malignant glioma |
title | Systematic analysis of enhancer regulatory circuit perturbation driven by copy number variations in malignant glioma |
title_full | Systematic analysis of enhancer regulatory circuit perturbation driven by copy number variations in malignant glioma |
title_fullStr | Systematic analysis of enhancer regulatory circuit perturbation driven by copy number variations in malignant glioma |
title_full_unstemmed | Systematic analysis of enhancer regulatory circuit perturbation driven by copy number variations in malignant glioma |
title_short | Systematic analysis of enhancer regulatory circuit perturbation driven by copy number variations in malignant glioma |
title_sort | systematic analysis of enhancer regulatory circuit perturbation driven by copy number variations in malignant glioma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7847679/ https://www.ncbi.nlm.nih.gov/pubmed/33537074 http://dx.doi.org/10.7150/thno.54150 |
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