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Integrated analysis of lncRNA-miRNA-mRNA ceRNA network in squamous cell carcinoma of tongue
BACKGROUND: Numerous studies have highlighted that long non-coding RNAs (lncRNAs) can bind to microRNA (miRNA) sites as competing endogenous RNAs (ceRNAs), thereby affecting and regulating the expression of mRNAs and target genes. These lncRNA-associated ceRNAs have been theorized to play a signific...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6686570/ https://www.ncbi.nlm.nih.gov/pubmed/31391008 http://dx.doi.org/10.1186/s12885-019-5983-8 |
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author | Zhou, Rui-Sheng Zhang, En-Xin Sun, Qin-Feng Ye, Zeng-Jie Liu, Jian-Wei Zhou, Dai-Han Tang, Ying |
author_facet | Zhou, Rui-Sheng Zhang, En-Xin Sun, Qin-Feng Ye, Zeng-Jie Liu, Jian-Wei Zhou, Dai-Han Tang, Ying |
author_sort | Zhou, Rui-Sheng |
collection | PubMed |
description | BACKGROUND: Numerous studies have highlighted that long non-coding RNAs (lncRNAs) can bind to microRNA (miRNA) sites as competing endogenous RNAs (ceRNAs), thereby affecting and regulating the expression of mRNAs and target genes. These lncRNA-associated ceRNAs have been theorized to play a significant role in cancer initiation and progression. However, the roles and functions of the lncRNA-miRNA-mRNA ceRNA network in squamous cell carcinoma of the tongue (SCCT) are still unclear. METHODS: The miRNA, mRNA and lncRNA expression profiles from 138 patients with SCCT were downloaded from The Cancer Genome Atlas database. We identified the differential expression of miRNAs, mRNAs, and lncRNAs using the limma package of R software. We used the clusterProfiler package for GO and KEGG pathway annotations. The survival package was used to estimate survival analysis according to the Kaplan-Meier curve. Finally, the GDCRNATools package was used to construct the lncRNA-miRNA-mRNA ceRNA network. RESULTS: In total, 1943 SCCT-specific mRNAs, 107 lncRNAs and 100 miRNAs were explored. Ten mRNAs (CSRP2, CKS2, ADGRG6, MB21D1, GMNN, RIPOR3, RAD51, PCLAF, ORC1, NAGS), 9 lncRNAs (LINC02560, HOXC13 − AS, FOXD2 − AS1, AC105277.1, AC099850.3, STARD4 − AS1, SLC16A1 − AS1, MIR503HG, MIR100HG) and 8 miRNAs (miR − 654, miR − 503, miR − 450a, miR − 379, miR − 369, miR − 190a, miR − 101, and let−7c) were found to be significantly associated with overall survival (log-rank p < 0.05). Based on the analysis of the lncRNA-miRNA-mRNA ceRNA network, one differentially expressed (DE) lncRNA, five DEmiRNAs, and three DEmRNAs were demonstrated to be related to the pathogenesis of SCCT. CONCLUSIONS: In this study, we described the gene regulation by the lncRNA-miRNA-mRNA ceRNA network in the progression of SCCT. We propose a new lncRNA-associated ceRNA that could help in the diagnosis and treatment of SCCT. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12885-019-5983-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6686570 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-66865702019-08-12 Integrated analysis of lncRNA-miRNA-mRNA ceRNA network in squamous cell carcinoma of tongue Zhou, Rui-Sheng Zhang, En-Xin Sun, Qin-Feng Ye, Zeng-Jie Liu, Jian-Wei Zhou, Dai-Han Tang, Ying BMC Cancer Research Article BACKGROUND: Numerous studies have highlighted that long non-coding RNAs (lncRNAs) can bind to microRNA (miRNA) sites as competing endogenous RNAs (ceRNAs), thereby affecting and regulating the expression of mRNAs and target genes. These lncRNA-associated ceRNAs have been theorized to play a significant role in cancer initiation and progression. However, the roles and functions of the lncRNA-miRNA-mRNA ceRNA network in squamous cell carcinoma of the tongue (SCCT) are still unclear. METHODS: The miRNA, mRNA and lncRNA expression profiles from 138 patients with SCCT were downloaded from The Cancer Genome Atlas database. We identified the differential expression of miRNAs, mRNAs, and lncRNAs using the limma package of R software. We used the clusterProfiler package for GO and KEGG pathway annotations. The survival package was used to estimate survival analysis according to the Kaplan-Meier curve. Finally, the GDCRNATools package was used to construct the lncRNA-miRNA-mRNA ceRNA network. RESULTS: In total, 1943 SCCT-specific mRNAs, 107 lncRNAs and 100 miRNAs were explored. Ten mRNAs (CSRP2, CKS2, ADGRG6, MB21D1, GMNN, RIPOR3, RAD51, PCLAF, ORC1, NAGS), 9 lncRNAs (LINC02560, HOXC13 − AS, FOXD2 − AS1, AC105277.1, AC099850.3, STARD4 − AS1, SLC16A1 − AS1, MIR503HG, MIR100HG) and 8 miRNAs (miR − 654, miR − 503, miR − 450a, miR − 379, miR − 369, miR − 190a, miR − 101, and let−7c) were found to be significantly associated with overall survival (log-rank p < 0.05). Based on the analysis of the lncRNA-miRNA-mRNA ceRNA network, one differentially expressed (DE) lncRNA, five DEmiRNAs, and three DEmRNAs were demonstrated to be related to the pathogenesis of SCCT. CONCLUSIONS: In this study, we described the gene regulation by the lncRNA-miRNA-mRNA ceRNA network in the progression of SCCT. We propose a new lncRNA-associated ceRNA that could help in the diagnosis and treatment of SCCT. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12885-019-5983-8) contains supplementary material, which is available to authorized users. BioMed Central 2019-08-07 /pmc/articles/PMC6686570/ /pubmed/31391008 http://dx.doi.org/10.1186/s12885-019-5983-8 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Zhou, Rui-Sheng Zhang, En-Xin Sun, Qin-Feng Ye, Zeng-Jie Liu, Jian-Wei Zhou, Dai-Han Tang, Ying Integrated analysis of lncRNA-miRNA-mRNA ceRNA network in squamous cell carcinoma of tongue |
title | Integrated analysis of lncRNA-miRNA-mRNA ceRNA network in squamous cell carcinoma of tongue |
title_full | Integrated analysis of lncRNA-miRNA-mRNA ceRNA network in squamous cell carcinoma of tongue |
title_fullStr | Integrated analysis of lncRNA-miRNA-mRNA ceRNA network in squamous cell carcinoma of tongue |
title_full_unstemmed | Integrated analysis of lncRNA-miRNA-mRNA ceRNA network in squamous cell carcinoma of tongue |
title_short | Integrated analysis of lncRNA-miRNA-mRNA ceRNA network in squamous cell carcinoma of tongue |
title_sort | integrated analysis of lncrna-mirna-mrna cerna network in squamous cell carcinoma of tongue |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6686570/ https://www.ncbi.nlm.nih.gov/pubmed/31391008 http://dx.doi.org/10.1186/s12885-019-5983-8 |
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