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Investigation of the gene co-expression network and hub genes associated with acute mountain sickness
BACKGROUND: Acute mountain sickness has become a heavily researched topic in recent years. However, the genetic mechanism and effects have not been elucidated. Our goal is to construct a gene co-expression network to identify the key modules and hub genes associated with high altitude hypoxia. RESUL...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7164164/ https://www.ncbi.nlm.nih.gov/pubmed/32299499 http://dx.doi.org/10.1186/s41065-020-00127-z |
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author | Chang, Yue He, Jiange Tang, Jiqiang Chen, Kai Wang, Zhenguo Xia, Qun Li, Hai |
author_facet | Chang, Yue He, Jiange Tang, Jiqiang Chen, Kai Wang, Zhenguo Xia, Qun Li, Hai |
author_sort | Chang, Yue |
collection | PubMed |
description | BACKGROUND: Acute mountain sickness has become a heavily researched topic in recent years. However, the genetic mechanism and effects have not been elucidated. Our goal is to construct a gene co-expression network to identify the key modules and hub genes associated with high altitude hypoxia. RESULTS: The GSE46480 dataset of rapidly transported healthy adults with acute mountain sickness was selected and analyzed by weighted gene co-expression network analysis (WGCNA) to construct a co-expression network. The Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis of the data set were carried out using Database for Annotation Visualization and Integrated Discovery (DAVID), and the hub genes were selected. We found that the turquoise module was most significantly correlated with acute mountain sickness. The functional enrichment analysis showed that the turquoise module was related to the apoptotic process, protein transport, and translation processes. The metabolic pathway analysis identified hsa03010:ribosome and hsa04144:endocytosis as the most important pathways in the turquoise module. Ten top 10 hub genes (MRPL3, PSMC6, AIMP1, HAT1, DPY30, ATP5L, COX7B, UQCRB, DPM1, and COMMD6) for acute mountain sickness were identified. CONCLUSION: One module and 10 hub genes were identified, which were related to acute mountain sickness. The reference provided by this module may help to elucidate the mechanism of acute mountain sickness. In addition, the hub genes may be used in the future as a biomarker and therapeutic target for accurate diagnosis and treatment. |
format | Online Article Text |
id | pubmed-7164164 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-71641642020-04-22 Investigation of the gene co-expression network and hub genes associated with acute mountain sickness Chang, Yue He, Jiange Tang, Jiqiang Chen, Kai Wang, Zhenguo Xia, Qun Li, Hai Hereditas Brief Report BACKGROUND: Acute mountain sickness has become a heavily researched topic in recent years. However, the genetic mechanism and effects have not been elucidated. Our goal is to construct a gene co-expression network to identify the key modules and hub genes associated with high altitude hypoxia. RESULTS: The GSE46480 dataset of rapidly transported healthy adults with acute mountain sickness was selected and analyzed by weighted gene co-expression network analysis (WGCNA) to construct a co-expression network. The Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis of the data set were carried out using Database for Annotation Visualization and Integrated Discovery (DAVID), and the hub genes were selected. We found that the turquoise module was most significantly correlated with acute mountain sickness. The functional enrichment analysis showed that the turquoise module was related to the apoptotic process, protein transport, and translation processes. The metabolic pathway analysis identified hsa03010:ribosome and hsa04144:endocytosis as the most important pathways in the turquoise module. Ten top 10 hub genes (MRPL3, PSMC6, AIMP1, HAT1, DPY30, ATP5L, COX7B, UQCRB, DPM1, and COMMD6) for acute mountain sickness were identified. CONCLUSION: One module and 10 hub genes were identified, which were related to acute mountain sickness. The reference provided by this module may help to elucidate the mechanism of acute mountain sickness. In addition, the hub genes may be used in the future as a biomarker and therapeutic target for accurate diagnosis and treatment. BioMed Central 2020-04-16 /pmc/articles/PMC7164164/ /pubmed/32299499 http://dx.doi.org/10.1186/s41065-020-00127-z Text en © The Author(s) 2020 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/. 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 in a credit line to the data. |
spellingShingle | Brief Report Chang, Yue He, Jiange Tang, Jiqiang Chen, Kai Wang, Zhenguo Xia, Qun Li, Hai Investigation of the gene co-expression network and hub genes associated with acute mountain sickness |
title | Investigation of the gene co-expression network and hub genes associated with acute mountain sickness |
title_full | Investigation of the gene co-expression network and hub genes associated with acute mountain sickness |
title_fullStr | Investigation of the gene co-expression network and hub genes associated with acute mountain sickness |
title_full_unstemmed | Investigation of the gene co-expression network and hub genes associated with acute mountain sickness |
title_short | Investigation of the gene co-expression network and hub genes associated with acute mountain sickness |
title_sort | investigation of the gene co-expression network and hub genes associated with acute mountain sickness |
topic | Brief Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7164164/ https://www.ncbi.nlm.nih.gov/pubmed/32299499 http://dx.doi.org/10.1186/s41065-020-00127-z |
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