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Transcriptome sequencing and lncRNA-miRNA-mRNA network construction in cardiac fibrosis and heart failure
Cardiac fibrosis (CF) and heart failure (HF) are common heart diseases, and severe CF can lead to HF. In this study, we tried to find their common potential molecular markers, which may help the diagnosis and treatment of CF and HF. RNA library construction and high-throughput sequencing were perfor...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8974171/ https://www.ncbi.nlm.nih.gov/pubmed/35235759 http://dx.doi.org/10.1080/21655979.2022.2045839 |
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author | Wang, Shuo Lv, Tianjie Chen, Qincong Yang, Yan Xu, Lei Zhang, Xiaolei Wang, Enmao Hu, Xitian Liu, Yuying |
author_facet | Wang, Shuo Lv, Tianjie Chen, Qincong Yang, Yan Xu, Lei Zhang, Xiaolei Wang, Enmao Hu, Xitian Liu, Yuying |
author_sort | Wang, Shuo |
collection | PubMed |
description | Cardiac fibrosis (CF) and heart failure (HF) are common heart diseases, and severe CF can lead to HF. In this study, we tried to find their common potential molecular markers, which may help the diagnosis and treatment of CF and HF. RNA library construction and high-throughput sequencing were performed. The DESeq2 package in R was used to screen differentially expressed mRNAs (DEmRNAs), differentially expressed lncRNA (DElncRNAs) and differentially expressed miRNA (DEmiRNAs) between different samples. The common DEmRNAs, DElncRNAs and DEmiRNAs for the two diseases were obtained. The ConsensusPathDB (CPDB) was used to perform biological function enrichment for common DEmRNAs. Gene interaction network was constructed to screen out key genes. Subsequently, real-time polymerase chain reaction (RT-PCR) verification was performed. Lastly, GSE104150 and GSE21125 data sets were utilized for expression validation and diagnostic analysis. There were 1477 DEmRNAs, 502 DElncRNAs and 36 DEmiRNAs between CF and healthy control group. There were 607 DEmRNAs, 379DElncRNAs,s and 42 DEmiRNAs between HF and healthy control group. CH and FH shared 146 DEmRNAs, 80 DElncRNAs, and 6 DEmiRNAs. Hsa-miR-144-3p, CCNE2, C9orf72, MAP3K20-AS1, LEF1-AS1, AC243772.2, FLJ46284, and AC239798.2 were key molecules in lncRNA-miRNA-mRNA network. In addition, hsa-miR-144-3p and CCNE2 may be considered as potential diagnostic gene biomarkers in HF. In this study, the identification of common biomarkers of CF and HF may help prevent CF to HF transition as early as possible. |
format | Online Article Text |
id | pubmed-8974171 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-89741712022-04-02 Transcriptome sequencing and lncRNA-miRNA-mRNA network construction in cardiac fibrosis and heart failure Wang, Shuo Lv, Tianjie Chen, Qincong Yang, Yan Xu, Lei Zhang, Xiaolei Wang, Enmao Hu, Xitian Liu, Yuying Bioengineered Research Paper Cardiac fibrosis (CF) and heart failure (HF) are common heart diseases, and severe CF can lead to HF. In this study, we tried to find their common potential molecular markers, which may help the diagnosis and treatment of CF and HF. RNA library construction and high-throughput sequencing were performed. The DESeq2 package in R was used to screen differentially expressed mRNAs (DEmRNAs), differentially expressed lncRNA (DElncRNAs) and differentially expressed miRNA (DEmiRNAs) between different samples. The common DEmRNAs, DElncRNAs and DEmiRNAs for the two diseases were obtained. The ConsensusPathDB (CPDB) was used to perform biological function enrichment for common DEmRNAs. Gene interaction network was constructed to screen out key genes. Subsequently, real-time polymerase chain reaction (RT-PCR) verification was performed. Lastly, GSE104150 and GSE21125 data sets were utilized for expression validation and diagnostic analysis. There were 1477 DEmRNAs, 502 DElncRNAs and 36 DEmiRNAs between CF and healthy control group. There were 607 DEmRNAs, 379DElncRNAs,s and 42 DEmiRNAs between HF and healthy control group. CH and FH shared 146 DEmRNAs, 80 DElncRNAs, and 6 DEmiRNAs. Hsa-miR-144-3p, CCNE2, C9orf72, MAP3K20-AS1, LEF1-AS1, AC243772.2, FLJ46284, and AC239798.2 were key molecules in lncRNA-miRNA-mRNA network. In addition, hsa-miR-144-3p and CCNE2 may be considered as potential diagnostic gene biomarkers in HF. In this study, the identification of common biomarkers of CF and HF may help prevent CF to HF transition as early as possible. Taylor & Francis 2022-03-02 /pmc/articles/PMC8974171/ /pubmed/35235759 http://dx.doi.org/10.1080/21655979.2022.2045839 Text en © 2022 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Paper Wang, Shuo Lv, Tianjie Chen, Qincong Yang, Yan Xu, Lei Zhang, Xiaolei Wang, Enmao Hu, Xitian Liu, Yuying Transcriptome sequencing and lncRNA-miRNA-mRNA network construction in cardiac fibrosis and heart failure |
title | Transcriptome sequencing and lncRNA-miRNA-mRNA network construction in cardiac fibrosis and heart failure |
title_full | Transcriptome sequencing and lncRNA-miRNA-mRNA network construction in cardiac fibrosis and heart failure |
title_fullStr | Transcriptome sequencing and lncRNA-miRNA-mRNA network construction in cardiac fibrosis and heart failure |
title_full_unstemmed | Transcriptome sequencing and lncRNA-miRNA-mRNA network construction in cardiac fibrosis and heart failure |
title_short | Transcriptome sequencing and lncRNA-miRNA-mRNA network construction in cardiac fibrosis and heart failure |
title_sort | transcriptome sequencing and lncrna-mirna-mrna network construction in cardiac fibrosis and heart failure |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8974171/ https://www.ncbi.nlm.nih.gov/pubmed/35235759 http://dx.doi.org/10.1080/21655979.2022.2045839 |
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