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A regulatory miRNA–mRNA network is associated with transplantation response in acute kidney injury
BACKGROUND: Acute kidney injury (AKI) is a life-threatening complication characterized by rapid decline in renal function, which frequently occurs after transplantation surgery. However, the molecular mechanism underlying the development of post-transplant (post-Tx) AKI still remains unknown. An inc...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8656037/ https://www.ncbi.nlm.nih.gov/pubmed/34886903 http://dx.doi.org/10.1186/s40246-021-00363-y |
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author | Guo, Duan Fan, Yu Yue, Ji-Rong Lin, Tao |
author_facet | Guo, Duan Fan, Yu Yue, Ji-Rong Lin, Tao |
author_sort | Guo, Duan |
collection | PubMed |
description | BACKGROUND: Acute kidney injury (AKI) is a life-threatening complication characterized by rapid decline in renal function, which frequently occurs after transplantation surgery. However, the molecular mechanism underlying the development of post-transplant (post-Tx) AKI still remains unknown. An increasing number of studies have demonstrated that certain microRNAs (miRNAs) exert crucial functions in AKI. The present study sought to elucidate the molecular mechanisms in post-Tx AKI by constructing a regulatory miRNA–mRNA network. RESULTS: Based on two datasets (GSE53771 and GSE53769), three key modules, which contained 55 mRNAs, 76 mRNAs, and 151 miRNAs, were identified by performing weighted gene co-expression network analysis (WGCNA). The miRDIP v4.1 was applied to predict the interactions of key module mRNAs and miRNAs, and the miRNA–mRNA pairs with confidence of more than 0.2 were selected to construct a regulatory miRNA–mRNA network by Cytoscape. The miRNA–mRNA network consisted of 82 nodes (48 mRNAs and 34 miRNAs) and 125 edges. Two miRNAs (miR-203a-3p and miR-205-5p) and ERBB4 with higher node degrees compared with other nodes might play a central role in post-Tx AKI. Additionally, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis indicated that this network was mainly involved in kidney-/renal-related functions and PI3K–Akt/HIF-1/Ras/MAPK signaling pathways. CONCLUSION: We constructed a regulatory miRNA–mRNA network to provide novel insights into post-Tx AKI development, which might help discover new biomarkers or therapeutic drugs for enhancing the ability for early prediction and intervention and decreasing mortality rate of AKI after transplantation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40246-021-00363-y. |
format | Online Article Text |
id | pubmed-8656037 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-86560372021-12-10 A regulatory miRNA–mRNA network is associated with transplantation response in acute kidney injury Guo, Duan Fan, Yu Yue, Ji-Rong Lin, Tao Hum Genomics Primary Research BACKGROUND: Acute kidney injury (AKI) is a life-threatening complication characterized by rapid decline in renal function, which frequently occurs after transplantation surgery. However, the molecular mechanism underlying the development of post-transplant (post-Tx) AKI still remains unknown. An increasing number of studies have demonstrated that certain microRNAs (miRNAs) exert crucial functions in AKI. The present study sought to elucidate the molecular mechanisms in post-Tx AKI by constructing a regulatory miRNA–mRNA network. RESULTS: Based on two datasets (GSE53771 and GSE53769), three key modules, which contained 55 mRNAs, 76 mRNAs, and 151 miRNAs, were identified by performing weighted gene co-expression network analysis (WGCNA). The miRDIP v4.1 was applied to predict the interactions of key module mRNAs and miRNAs, and the miRNA–mRNA pairs with confidence of more than 0.2 were selected to construct a regulatory miRNA–mRNA network by Cytoscape. The miRNA–mRNA network consisted of 82 nodes (48 mRNAs and 34 miRNAs) and 125 edges. Two miRNAs (miR-203a-3p and miR-205-5p) and ERBB4 with higher node degrees compared with other nodes might play a central role in post-Tx AKI. Additionally, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis indicated that this network was mainly involved in kidney-/renal-related functions and PI3K–Akt/HIF-1/Ras/MAPK signaling pathways. CONCLUSION: We constructed a regulatory miRNA–mRNA network to provide novel insights into post-Tx AKI development, which might help discover new biomarkers or therapeutic drugs for enhancing the ability for early prediction and intervention and decreasing mortality rate of AKI after transplantation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40246-021-00363-y. BioMed Central 2021-12-09 /pmc/articles/PMC8656037/ /pubmed/34886903 http://dx.doi.org/10.1186/s40246-021-00363-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Primary Research Guo, Duan Fan, Yu Yue, Ji-Rong Lin, Tao A regulatory miRNA–mRNA network is associated with transplantation response in acute kidney injury |
title | A regulatory miRNA–mRNA network is associated with transplantation response in acute kidney injury |
title_full | A regulatory miRNA–mRNA network is associated with transplantation response in acute kidney injury |
title_fullStr | A regulatory miRNA–mRNA network is associated with transplantation response in acute kidney injury |
title_full_unstemmed | A regulatory miRNA–mRNA network is associated with transplantation response in acute kidney injury |
title_short | A regulatory miRNA–mRNA network is associated with transplantation response in acute kidney injury |
title_sort | regulatory mirna–mrna network is associated with transplantation response in acute kidney injury |
topic | Primary Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8656037/ https://www.ncbi.nlm.nih.gov/pubmed/34886903 http://dx.doi.org/10.1186/s40246-021-00363-y |
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