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Integrative microRNA-gene expression network analysis in genetic hypercalciuric stone-forming rat kidney
Background. MicroRNAs (miRNAs) influence a variety of biological functions by regulating gene expression post-transcriptionally. Aberrant miRNA expression has been associated with many human diseases. Urolithiasis is a common disease, and idiopathic hypercalciuria (IH) is an important risk factor fo...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4824905/ https://www.ncbi.nlm.nih.gov/pubmed/27069814 http://dx.doi.org/10.7717/peerj.1884 |
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author | Lu, Yuchao Qin, Baolong Hu, Henglong Zhang, Jiaqiao Wang, Yufeng Wang, Qing Wang, Shaogang |
author_facet | Lu, Yuchao Qin, Baolong Hu, Henglong Zhang, Jiaqiao Wang, Yufeng Wang, Qing Wang, Shaogang |
author_sort | Lu, Yuchao |
collection | PubMed |
description | Background. MicroRNAs (miRNAs) influence a variety of biological functions by regulating gene expression post-transcriptionally. Aberrant miRNA expression has been associated with many human diseases. Urolithiasis is a common disease, and idiopathic hypercalciuria (IH) is an important risk factor for calcium urolithiasis. However, miRNA expression patterns and their biological functions in urolithiasis remain unknown. Methods and Results. A multi-step approach combining microarray miRNA and mRNA expression profile and bioinformatics analysis was adopted to analyze dysregulated miRNAs and genes in genetic hypercalciuric stone-forming (GHS) rat kidneys, using normal Sprague-Dawley (SD) rats as controls. We identified 2418 mRNAs and 19 miRNAs as significantly differentially expressed, over 700 gene ontology (GO) terms and 83 KEGG pathways that were significantly enriched in GHS rats. In addition, we constructed an miRNA-gene network that suggested that rno-miR-674-5p, rno-miR-672-5p, rno-miR-138-5p and rno-miR-21-3p may play important roles in the regulatory network. Furthermore, signal-net analysis suggested that NF-kappa B likely plays a crucial role in hypercalciuria urolithiasis. Conclusions. This study presents a global view of mRNA and miRNA expression in GHS rat kidneys, and suggests that miRNAs may be important in the regulation of hypercalciuria. The data provide valuable insights for future research, which should aim at validating the role of the genes featured here in the pathophysiology of hypercalciuria. |
format | Online Article Text |
id | pubmed-4824905 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-48249052016-04-11 Integrative microRNA-gene expression network analysis in genetic hypercalciuric stone-forming rat kidney Lu, Yuchao Qin, Baolong Hu, Henglong Zhang, Jiaqiao Wang, Yufeng Wang, Qing Wang, Shaogang PeerJ Bioinformatics Background. MicroRNAs (miRNAs) influence a variety of biological functions by regulating gene expression post-transcriptionally. Aberrant miRNA expression has been associated with many human diseases. Urolithiasis is a common disease, and idiopathic hypercalciuria (IH) is an important risk factor for calcium urolithiasis. However, miRNA expression patterns and their biological functions in urolithiasis remain unknown. Methods and Results. A multi-step approach combining microarray miRNA and mRNA expression profile and bioinformatics analysis was adopted to analyze dysregulated miRNAs and genes in genetic hypercalciuric stone-forming (GHS) rat kidneys, using normal Sprague-Dawley (SD) rats as controls. We identified 2418 mRNAs and 19 miRNAs as significantly differentially expressed, over 700 gene ontology (GO) terms and 83 KEGG pathways that were significantly enriched in GHS rats. In addition, we constructed an miRNA-gene network that suggested that rno-miR-674-5p, rno-miR-672-5p, rno-miR-138-5p and rno-miR-21-3p may play important roles in the regulatory network. Furthermore, signal-net analysis suggested that NF-kappa B likely plays a crucial role in hypercalciuria urolithiasis. Conclusions. This study presents a global view of mRNA and miRNA expression in GHS rat kidneys, and suggests that miRNAs may be important in the regulation of hypercalciuria. The data provide valuable insights for future research, which should aim at validating the role of the genes featured here in the pathophysiology of hypercalciuria. PeerJ Inc. 2016-03-31 /pmc/articles/PMC4824905/ /pubmed/27069814 http://dx.doi.org/10.7717/peerj.1884 Text en ©2016 Lu et al. http://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/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Lu, Yuchao Qin, Baolong Hu, Henglong Zhang, Jiaqiao Wang, Yufeng Wang, Qing Wang, Shaogang Integrative microRNA-gene expression network analysis in genetic hypercalciuric stone-forming rat kidney |
title | Integrative microRNA-gene expression network analysis in genetic hypercalciuric stone-forming rat kidney |
title_full | Integrative microRNA-gene expression network analysis in genetic hypercalciuric stone-forming rat kidney |
title_fullStr | Integrative microRNA-gene expression network analysis in genetic hypercalciuric stone-forming rat kidney |
title_full_unstemmed | Integrative microRNA-gene expression network analysis in genetic hypercalciuric stone-forming rat kidney |
title_short | Integrative microRNA-gene expression network analysis in genetic hypercalciuric stone-forming rat kidney |
title_sort | integrative microrna-gene expression network analysis in genetic hypercalciuric stone-forming rat kidney |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4824905/ https://www.ncbi.nlm.nih.gov/pubmed/27069814 http://dx.doi.org/10.7717/peerj.1884 |
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