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A novel lncRNA-miRNA-mRNA triple network identifies lncRNA TWF1 as an important regulator of miRNA and gene expression in coronary artery disease

BACKGROUND: Long non-coding RNAs (lncRNAs) are involved in numerous physiological functions. Yet, their mechanisms in coronary artery disease (CAD) are not well understood. METHODS: The expression profile of genes associated to CAD was reannotated into the lncRNA-mRNA biphasic profile. The target mi...

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Autores principales: Miao, Liu, Yin, Rui-Xing, Zhang, Qing-Hui, Hu, Xi-Jiang, Huang, Feng, Chen, Wu-Xian, Cao, Xiao-Li, Wu, Jin-Zhen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6555741/
https://www.ncbi.nlm.nih.gov/pubmed/31182968
http://dx.doi.org/10.1186/s12986-019-0366-3
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author Miao, Liu
Yin, Rui-Xing
Zhang, Qing-Hui
Hu, Xi-Jiang
Huang, Feng
Chen, Wu-Xian
Cao, Xiao-Li
Wu, Jin-Zhen
author_facet Miao, Liu
Yin, Rui-Xing
Zhang, Qing-Hui
Hu, Xi-Jiang
Huang, Feng
Chen, Wu-Xian
Cao, Xiao-Li
Wu, Jin-Zhen
author_sort Miao, Liu
collection PubMed
description BACKGROUND: Long non-coding RNAs (lncRNAs) are involved in numerous physiological functions. Yet, their mechanisms in coronary artery disease (CAD) are not well understood. METHODS: The expression profile of genes associated to CAD was reannotated into the lncRNA-mRNA biphasic profile. The target microRNA data were used to design a global CAD triple network. Thereafter, we conducted a functional enrichment analysis and clustering using the triple network from the level of topology analyses. The expression of four non-coding RNAs (ncRNAs) was measured by qRT-PCR and the risk of CAD was calculated by nomogram. The prognostic value of three ncRNAs was evaluated using receiver operating characteristic (ROC) curve. RESULTS: A CAD lncRNA-miRNA-mRNA network was constructed which included 15 mRNAs, 3 miRNAs, 19 edges and one lncRNA. Nomogram showed that four ncRNAs were the risk of CAD. After RT-PCR validation in four ncRNAs between CAD and non-CAD samples, only three ncRNAs had significant meaning for further analysis. ROC curve showed that TWF1 presented an area under curve (AUC) of 0.862, the AUC of hsa -miR-142-3p was 0.856 and hsa -miR126-5p was 0.822. After the pairwise comparison, we found that TWF1 had significant statistical significance (P(TWF1–142) < 0.05 and P(TWF1–126) < 0.01). The results of functional enrichment analysis of interacting gene and microRNA showed that the shared lncRNA TWF1 may be a new factor for CAD. CONCLUSIONS: This investigation on the regulatory networks of lncRNA-miRNA-mRNA in CAD suggests that a novel lncRNA, lncRNA TWF1 is a risk factor for CAD, and expands our understanding into the mechanisms involved in the pathogenesis of CAD. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12986-019-0366-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-65557412019-06-10 A novel lncRNA-miRNA-mRNA triple network identifies lncRNA TWF1 as an important regulator of miRNA and gene expression in coronary artery disease Miao, Liu Yin, Rui-Xing Zhang, Qing-Hui Hu, Xi-Jiang Huang, Feng Chen, Wu-Xian Cao, Xiao-Li Wu, Jin-Zhen Nutr Metab (Lond) Research BACKGROUND: Long non-coding RNAs (lncRNAs) are involved in numerous physiological functions. Yet, their mechanisms in coronary artery disease (CAD) are not well understood. METHODS: The expression profile of genes associated to CAD was reannotated into the lncRNA-mRNA biphasic profile. The target microRNA data were used to design a global CAD triple network. Thereafter, we conducted a functional enrichment analysis and clustering using the triple network from the level of topology analyses. The expression of four non-coding RNAs (ncRNAs) was measured by qRT-PCR and the risk of CAD was calculated by nomogram. The prognostic value of three ncRNAs was evaluated using receiver operating characteristic (ROC) curve. RESULTS: A CAD lncRNA-miRNA-mRNA network was constructed which included 15 mRNAs, 3 miRNAs, 19 edges and one lncRNA. Nomogram showed that four ncRNAs were the risk of CAD. After RT-PCR validation in four ncRNAs between CAD and non-CAD samples, only three ncRNAs had significant meaning for further analysis. ROC curve showed that TWF1 presented an area under curve (AUC) of 0.862, the AUC of hsa -miR-142-3p was 0.856 and hsa -miR126-5p was 0.822. After the pairwise comparison, we found that TWF1 had significant statistical significance (P(TWF1–142) < 0.05 and P(TWF1–126) < 0.01). The results of functional enrichment analysis of interacting gene and microRNA showed that the shared lncRNA TWF1 may be a new factor for CAD. CONCLUSIONS: This investigation on the regulatory networks of lncRNA-miRNA-mRNA in CAD suggests that a novel lncRNA, lncRNA TWF1 is a risk factor for CAD, and expands our understanding into the mechanisms involved in the pathogenesis of CAD. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12986-019-0366-3) contains supplementary material, which is available to authorized users. BioMed Central 2019-06-06 /pmc/articles/PMC6555741/ /pubmed/31182968 http://dx.doi.org/10.1186/s12986-019-0366-3 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
Miao, Liu
Yin, Rui-Xing
Zhang, Qing-Hui
Hu, Xi-Jiang
Huang, Feng
Chen, Wu-Xian
Cao, Xiao-Li
Wu, Jin-Zhen
A novel lncRNA-miRNA-mRNA triple network identifies lncRNA TWF1 as an important regulator of miRNA and gene expression in coronary artery disease
title A novel lncRNA-miRNA-mRNA triple network identifies lncRNA TWF1 as an important regulator of miRNA and gene expression in coronary artery disease
title_full A novel lncRNA-miRNA-mRNA triple network identifies lncRNA TWF1 as an important regulator of miRNA and gene expression in coronary artery disease
title_fullStr A novel lncRNA-miRNA-mRNA triple network identifies lncRNA TWF1 as an important regulator of miRNA and gene expression in coronary artery disease
title_full_unstemmed A novel lncRNA-miRNA-mRNA triple network identifies lncRNA TWF1 as an important regulator of miRNA and gene expression in coronary artery disease
title_short A novel lncRNA-miRNA-mRNA triple network identifies lncRNA TWF1 as an important regulator of miRNA and gene expression in coronary artery disease
title_sort novel lncrna-mirna-mrna triple network identifies lncrna twf1 as an important regulator of mirna and gene expression in coronary artery disease
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6555741/
https://www.ncbi.nlm.nih.gov/pubmed/31182968
http://dx.doi.org/10.1186/s12986-019-0366-3
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