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Construction of a potential microRNA and messenger RNA regulatory network of acute lung injury in mice

Acute lung injury (ALI) is a life-threatening clinical condition associated with critically ill patients, and the construction of potential microRNA (miRNA) and messenger RNA (mRNA) regulatory networks will help to fully elucidate its underlying molecular mechanisms. First, we screened fifteen upreg...

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Autores principales: Zhang, Yufeng, Jiang, Weilong, Xia, Qingqing, Lin, Jinfeng, Xu, Junxian, Zhang, Suyan, Tian, Lijun, Han, Xudong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8763866/
https://www.ncbi.nlm.nih.gov/pubmed/35039607
http://dx.doi.org/10.1038/s41598-022-04800-3
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author Zhang, Yufeng
Jiang, Weilong
Xia, Qingqing
Lin, Jinfeng
Xu, Junxian
Zhang, Suyan
Tian, Lijun
Han, Xudong
author_facet Zhang, Yufeng
Jiang, Weilong
Xia, Qingqing
Lin, Jinfeng
Xu, Junxian
Zhang, Suyan
Tian, Lijun
Han, Xudong
author_sort Zhang, Yufeng
collection PubMed
description Acute lung injury (ALI) is a life-threatening clinical condition associated with critically ill patients, and the construction of potential microRNA (miRNA) and messenger RNA (mRNA) regulatory networks will help to fully elucidate its underlying molecular mechanisms. First, we screened fifteen upregulated differentially expressed miRNAs (DE-miRNAs) and six downregulated DE-miRNAs from the Gene Expression Omnibus (GEO) database. Then, the predicted target genes of the upregulated and downregulated DE-miRNAs were identified from the miRNet database. Subsequently, differentially expressed mRNAs (DE-mRNAs) were identified from the GEO database and subjected to combined analysis with the predicted DE-miRNA target genes. Eleven target genes of the upregulated DE-miRNAs and one target gene of the downregulated DE-miRNAs were screened out. To further validate the prediction results, we randomly selected a dataset for subsequent analysis and found some accurate potential miRNA-mRNA regulatory axes, including mmu-mir-7b-5p-Gria1, mmu-mir-486a-5p-Shc4 and mmu-mir-486b-5p-Shc4 pairs. Finally, mir-7b and its target gene Gria1 and mir-486b and its target gene Shc4 were further validated in a bleomycin-induced ALI mouse model. We established a potential miRNA-mRNA regulatory network of ALI in mice, which may provide a basis for basic and clinical research on ALI and advance the available treatment options.
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spelling pubmed-87638662022-01-18 Construction of a potential microRNA and messenger RNA regulatory network of acute lung injury in mice Zhang, Yufeng Jiang, Weilong Xia, Qingqing Lin, Jinfeng Xu, Junxian Zhang, Suyan Tian, Lijun Han, Xudong Sci Rep Article Acute lung injury (ALI) is a life-threatening clinical condition associated with critically ill patients, and the construction of potential microRNA (miRNA) and messenger RNA (mRNA) regulatory networks will help to fully elucidate its underlying molecular mechanisms. First, we screened fifteen upregulated differentially expressed miRNAs (DE-miRNAs) and six downregulated DE-miRNAs from the Gene Expression Omnibus (GEO) database. Then, the predicted target genes of the upregulated and downregulated DE-miRNAs were identified from the miRNet database. Subsequently, differentially expressed mRNAs (DE-mRNAs) were identified from the GEO database and subjected to combined analysis with the predicted DE-miRNA target genes. Eleven target genes of the upregulated DE-miRNAs and one target gene of the downregulated DE-miRNAs were screened out. To further validate the prediction results, we randomly selected a dataset for subsequent analysis and found some accurate potential miRNA-mRNA regulatory axes, including mmu-mir-7b-5p-Gria1, mmu-mir-486a-5p-Shc4 and mmu-mir-486b-5p-Shc4 pairs. Finally, mir-7b and its target gene Gria1 and mir-486b and its target gene Shc4 were further validated in a bleomycin-induced ALI mouse model. We established a potential miRNA-mRNA regulatory network of ALI in mice, which may provide a basis for basic and clinical research on ALI and advance the available treatment options. Nature Publishing Group UK 2022-01-17 /pmc/articles/PMC8763866/ /pubmed/35039607 http://dx.doi.org/10.1038/s41598-022-04800-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) .
spellingShingle Article
Zhang, Yufeng
Jiang, Weilong
Xia, Qingqing
Lin, Jinfeng
Xu, Junxian
Zhang, Suyan
Tian, Lijun
Han, Xudong
Construction of a potential microRNA and messenger RNA regulatory network of acute lung injury in mice
title Construction of a potential microRNA and messenger RNA regulatory network of acute lung injury in mice
title_full Construction of a potential microRNA and messenger RNA regulatory network of acute lung injury in mice
title_fullStr Construction of a potential microRNA and messenger RNA regulatory network of acute lung injury in mice
title_full_unstemmed Construction of a potential microRNA and messenger RNA regulatory network of acute lung injury in mice
title_short Construction of a potential microRNA and messenger RNA regulatory network of acute lung injury in mice
title_sort construction of a potential microrna and messenger rna regulatory network of acute lung injury in mice
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8763866/
https://www.ncbi.nlm.nih.gov/pubmed/35039607
http://dx.doi.org/10.1038/s41598-022-04800-3
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