Comprehensive Transcriptomic Analysis and Experimental Validation Identify lncRNA HOXA-AS2/miR-184/COL6A2 as the Critical ceRNA Regulation Involved in Low-Grade Glioma Recurrence

Peng-Yu Chen, Xiao-Dong Li, Wei-Ning Ma, Han Li, Miao-Miao Li, Xin-Yu Yang, Shao-Yi Li Department of Neurosurgery, Shengjing Hospital Affiliated to China Medical University, Shenyang, People’s Republic of ChinaCorrespondence: Shao-Yi LiDepartment of Neurosurgery, Shengjing Hospital Affilia...

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Main Authors: Chen PY, Li XD, Ma WN, Li H, Li MM, Yang XY, Li SY
Format: Article
Language:English
Published: Dove Medical Press 2020-06-01
Series:OncoTargets and Therapy
Subjects:
Online Access:https://www.dovepress.com/comprehensive-transcriptomic-analysis-and-experimental-validation-iden-peer-reviewed-article-OTT
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spelling doaj-9d7f0c970d4b44768359cc6ace587fc52020-11-25T02:47:40ZengDove Medical PressOncoTargets and Therapy1178-69302020-06-01Volume 134999501654235Comprehensive Transcriptomic Analysis and Experimental Validation Identify lncRNA HOXA-AS2/miR-184/COL6A2 as the Critical ceRNA Regulation Involved in Low-Grade Glioma RecurrenceChen PYLi XDMa WNLi HLi MMYang XYLi SYPeng-Yu Chen, Xiao-Dong Li, Wei-Ning Ma, Han Li, Miao-Miao Li, Xin-Yu Yang, Shao-Yi Li Department of Neurosurgery, Shengjing Hospital Affiliated to China Medical University, Shenyang, People’s Republic of ChinaCorrespondence: Shao-Yi LiDepartment of Neurosurgery, Shengjing Hospital Affiliated to China Medical University, 39 Hua Xiang Road, Shenyang 110022, People’s Republic of ChinaEmail Dr_LSY2019@126.comPurpose: The recurrence and metastasis of glioma are closely related to complex regulatory networks among protein-coding genes, lncRNAs and microRNAs. The aim of this study was to investigate core genes, lncRNAs, miRNAs and critical ceRNA regulatory mechanisms, which are involved in lower-grade glioma (LGG) recurrence.Materials and Methods: We employed multiple datasets from Chinese Glioma Genome Atlas (CGGA) database and The Cancer Genome Atlas (TCGA) to perform comprehensive transcriptomic analysis. Further in vitro experiments including cell proliferation assay, luciferase reporter assay, and Western blot were performed to validate our results.Results: Recurrent LGG and glioblastoma (GBM) showed different transcriptome characteristics with less overlap of differentially expressed protein-coding genes (DEPs), lncRNAs (DELs) and miRNAs (DEMs) compared with primary samples. There were no overlapping gene in ontology (GO) terms related to GBM recurrence in the TCGA and CGGA databases, but there were overlaps associated with LGG recurrence. GO analysis and protein–protein interaction (PPI) network analysis identified three core genes: TIMP1, COL1A1 and COL6A2. By hierarchical cluster analysis of them, LGGs could be clustered as Low_risk and High_risk group. The High_risk group with high expression of TIMP1, COL1A1, and COL6A2 showed worse prognosis. By coexpression networks analysis, competing endogenous RNA (ceRNA) network analysis, cell proliferation assay and luciferase reporter assay, we confirmed that lncRNA HOXA-AS2 functioned as a ceRNA for miR-184 to regulate expression of COL6A2, which induced cell proliferation of low-grade glioma.Conclusion: In this study, we revealed a 3-hub protein-coding gene signature to improve prognostic prediction in LGG, and identified a critical ceRNA regulation involved in LGG recurrence.Keywords: lower-grade glioma, lncRNA, miRNA, HOXA-AS2, miR-184, COL6A2https://www.dovepress.com/comprehensive-transcriptomic-analysis-and-experimental-validation-iden-peer-reviewed-article-OTTlower-grade gliomalncrnamirnahoxa-as2mir-184col6a2
collection DOAJ
language English
format Article
sources DOAJ
author Chen PY
Li XD
Ma WN
Li H
Li MM
Yang XY
Li SY
spellingShingle Chen PY
Li XD
Ma WN
Li H
Li MM
Yang XY
Li SY
Comprehensive Transcriptomic Analysis and Experimental Validation Identify lncRNA HOXA-AS2/miR-184/COL6A2 as the Critical ceRNA Regulation Involved in Low-Grade Glioma Recurrence
OncoTargets and Therapy
lower-grade glioma
lncrna
mirna
hoxa-as2
mir-184
col6a2
author_facet Chen PY
Li XD
Ma WN
Li H
Li MM
Yang XY
Li SY
author_sort Chen PY
title Comprehensive Transcriptomic Analysis and Experimental Validation Identify lncRNA HOXA-AS2/miR-184/COL6A2 as the Critical ceRNA Regulation Involved in Low-Grade Glioma Recurrence
title_short Comprehensive Transcriptomic Analysis and Experimental Validation Identify lncRNA HOXA-AS2/miR-184/COL6A2 as the Critical ceRNA Regulation Involved in Low-Grade Glioma Recurrence
title_full Comprehensive Transcriptomic Analysis and Experimental Validation Identify lncRNA HOXA-AS2/miR-184/COL6A2 as the Critical ceRNA Regulation Involved in Low-Grade Glioma Recurrence
title_fullStr Comprehensive Transcriptomic Analysis and Experimental Validation Identify lncRNA HOXA-AS2/miR-184/COL6A2 as the Critical ceRNA Regulation Involved in Low-Grade Glioma Recurrence
title_full_unstemmed Comprehensive Transcriptomic Analysis and Experimental Validation Identify lncRNA HOXA-AS2/miR-184/COL6A2 as the Critical ceRNA Regulation Involved in Low-Grade Glioma Recurrence
title_sort comprehensive transcriptomic analysis and experimental validation identify lncrna hoxa-as2/mir-184/col6a2 as the critical cerna regulation involved in low-grade glioma recurrence
publisher Dove Medical Press
series OncoTargets and Therapy
issn 1178-6930
publishDate 2020-06-01
description Peng-Yu Chen, Xiao-Dong Li, Wei-Ning Ma, Han Li, Miao-Miao Li, Xin-Yu Yang, Shao-Yi Li Department of Neurosurgery, Shengjing Hospital Affiliated to China Medical University, Shenyang, People’s Republic of ChinaCorrespondence: Shao-Yi LiDepartment of Neurosurgery, Shengjing Hospital Affiliated to China Medical University, 39 Hua Xiang Road, Shenyang 110022, People’s Republic of ChinaEmail Dr_LSY2019@126.comPurpose: The recurrence and metastasis of glioma are closely related to complex regulatory networks among protein-coding genes, lncRNAs and microRNAs. The aim of this study was to investigate core genes, lncRNAs, miRNAs and critical ceRNA regulatory mechanisms, which are involved in lower-grade glioma (LGG) recurrence.Materials and Methods: We employed multiple datasets from Chinese Glioma Genome Atlas (CGGA) database and The Cancer Genome Atlas (TCGA) to perform comprehensive transcriptomic analysis. Further in vitro experiments including cell proliferation assay, luciferase reporter assay, and Western blot were performed to validate our results.Results: Recurrent LGG and glioblastoma (GBM) showed different transcriptome characteristics with less overlap of differentially expressed protein-coding genes (DEPs), lncRNAs (DELs) and miRNAs (DEMs) compared with primary samples. There were no overlapping gene in ontology (GO) terms related to GBM recurrence in the TCGA and CGGA databases, but there were overlaps associated with LGG recurrence. GO analysis and protein–protein interaction (PPI) network analysis identified three core genes: TIMP1, COL1A1 and COL6A2. By hierarchical cluster analysis of them, LGGs could be clustered as Low_risk and High_risk group. The High_risk group with high expression of TIMP1, COL1A1, and COL6A2 showed worse prognosis. By coexpression networks analysis, competing endogenous RNA (ceRNA) network analysis, cell proliferation assay and luciferase reporter assay, we confirmed that lncRNA HOXA-AS2 functioned as a ceRNA for miR-184 to regulate expression of COL6A2, which induced cell proliferation of low-grade glioma.Conclusion: In this study, we revealed a 3-hub protein-coding gene signature to improve prognostic prediction in LGG, and identified a critical ceRNA regulation involved in LGG recurrence.Keywords: lower-grade glioma, lncRNA, miRNA, HOXA-AS2, miR-184, COL6A2
topic lower-grade glioma
lncrna
mirna
hoxa-as2
mir-184
col6a2
url https://www.dovepress.com/comprehensive-transcriptomic-analysis-and-experimental-validation-iden-peer-reviewed-article-OTT
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