The regulatory pattern of target gene expression by aberrant enhancer methylation in glioblastoma
Abstract Background Glioblastoma multiforme (GBM) is the most common and aggressive primary malignant brain tumor with grim prognosis. Aberrant DNA methylation is an epigenetic mechanism that promotes GBM carcinogenesis, while the function of DNA methylation at enhancer regions in GBM remains poorly...
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doaj-eca7e5b89cd1400f9027840881dfb0902021-09-12T11:13:28ZengBMCBMC Bioinformatics1471-21052021-09-0122112010.1186/s12859-021-04345-8The regulatory pattern of target gene expression by aberrant enhancer methylation in glioblastomaXiaoxiao Zhao0Jianghuai Ji1Shijia Wang2Rendong Wang3Qiuhong Yu4Dongguo Li5School of Biomedical Engineering, Capital Medical UniversityDepartment of Radiation Physics, Zhejiang Cancer HospitalSchool of Biomedical Engineering, Capital Medical UniversitySchool of Biomedical Engineering, Capital Medical UniversityDepartment of Hyperbaric Oxygen, Beijing Tiantan Hospital, Capital Medical UniversitySchool of Biomedical Engineering, Capital Medical UniversityAbstract Background Glioblastoma multiforme (GBM) is the most common and aggressive primary malignant brain tumor with grim prognosis. Aberrant DNA methylation is an epigenetic mechanism that promotes GBM carcinogenesis, while the function of DNA methylation at enhancer regions in GBM remains poorly described. Results We integrated multi-omics data to identify differential methylation enhancer region (DMER)-genes and revealed global enhancer hypomethylation in GBM. In addition, a DMER-mediated target genes regulatory network and functional enrichment analysis of target genes that might be regulated by hypomethylation enhancer regions showed that aberrant enhancer regions could contribute to tumorigenesis and progression in GBM. Further, we identified 22 modules in which lncRNAs and mRNAs synergistically competed with each other. Finally, through the construction of drug-target association networks, our study identified potential small-molecule drugs for GBM treatment. Conclusions Our study provides novel insights for understanding the regulation of aberrant enhancer region methylation and developing methylation-based biomarkers for the diagnosis and treatment of GBM.https://doi.org/10.1186/s12859-021-04345-8Glioblastoma multiformeEnhancer regionDNA methylationEpigenetic regulationBiomarker |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xiaoxiao Zhao Jianghuai Ji Shijia Wang Rendong Wang Qiuhong Yu Dongguo Li |
spellingShingle |
Xiaoxiao Zhao Jianghuai Ji Shijia Wang Rendong Wang Qiuhong Yu Dongguo Li The regulatory pattern of target gene expression by aberrant enhancer methylation in glioblastoma BMC Bioinformatics Glioblastoma multiforme Enhancer region DNA methylation Epigenetic regulation Biomarker |
author_facet |
Xiaoxiao Zhao Jianghuai Ji Shijia Wang Rendong Wang Qiuhong Yu Dongguo Li |
author_sort |
Xiaoxiao Zhao |
title |
The regulatory pattern of target gene expression by aberrant enhancer methylation in glioblastoma |
title_short |
The regulatory pattern of target gene expression by aberrant enhancer methylation in glioblastoma |
title_full |
The regulatory pattern of target gene expression by aberrant enhancer methylation in glioblastoma |
title_fullStr |
The regulatory pattern of target gene expression by aberrant enhancer methylation in glioblastoma |
title_full_unstemmed |
The regulatory pattern of target gene expression by aberrant enhancer methylation in glioblastoma |
title_sort |
regulatory pattern of target gene expression by aberrant enhancer methylation in glioblastoma |
publisher |
BMC |
series |
BMC Bioinformatics |
issn |
1471-2105 |
publishDate |
2021-09-01 |
description |
Abstract Background Glioblastoma multiforme (GBM) is the most common and aggressive primary malignant brain tumor with grim prognosis. Aberrant DNA methylation is an epigenetic mechanism that promotes GBM carcinogenesis, while the function of DNA methylation at enhancer regions in GBM remains poorly described. Results We integrated multi-omics data to identify differential methylation enhancer region (DMER)-genes and revealed global enhancer hypomethylation in GBM. In addition, a DMER-mediated target genes regulatory network and functional enrichment analysis of target genes that might be regulated by hypomethylation enhancer regions showed that aberrant enhancer regions could contribute to tumorigenesis and progression in GBM. Further, we identified 22 modules in which lncRNAs and mRNAs synergistically competed with each other. Finally, through the construction of drug-target association networks, our study identified potential small-molecule drugs for GBM treatment. Conclusions Our study provides novel insights for understanding the regulation of aberrant enhancer region methylation and developing methylation-based biomarkers for the diagnosis and treatment of GBM. |
topic |
Glioblastoma multiforme Enhancer region DNA methylation Epigenetic regulation Biomarker |
url |
https://doi.org/10.1186/s12859-021-04345-8 |
work_keys_str_mv |
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