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Comprehensive functional enrichment analysis of male infertility
Spermatogenesis is a multifactorial process that forms differentiated sperm cells in a complex microenvironment. This process involves the genome, epigenome, transcriptome, and proteome to ensure the stability of the spermatogonia and supporting cells. The identification of signaling pathways linked...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5693951/ https://www.ncbi.nlm.nih.gov/pubmed/29150651 http://dx.doi.org/10.1038/s41598-017-16005-0 |
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author | Razavi, Seyed Morteza Sabbaghian, Marjan Jalili, Mahdi Divsalar, Adeleh Wolkenhauer, Olaf Salehzadeh-Yazdi, Ali |
author_facet | Razavi, Seyed Morteza Sabbaghian, Marjan Jalili, Mahdi Divsalar, Adeleh Wolkenhauer, Olaf Salehzadeh-Yazdi, Ali |
author_sort | Razavi, Seyed Morteza |
collection | PubMed |
description | Spermatogenesis is a multifactorial process that forms differentiated sperm cells in a complex microenvironment. This process involves the genome, epigenome, transcriptome, and proteome to ensure the stability of the spermatogonia and supporting cells. The identification of signaling pathways linked to infertility has been hampered by the inherent complexity and multifactorial aspects of spermatogenesis. Systems biology is a promising approach to unveil underlying signaling pathways and genes and identify putative biomarkers. In this study, we analyzed thirteen microarray libraries of infertile humans and mice, and different classes of male infertility were compared using differentially expressed genes and functional enrichment analysis. We found regulatory processes, immune response, glutathione transferase and muscle tissue development to be among the most common biological processes in up-regulated genes, and genes involved in spermatogenesis were down-regulated in maturation arrest (MArrest) and oligospermia cases. We also observed the overexpression of genes involved in steroid metabolism in post-meiotic and meiotic arrest. Furthermore, we found that the infertile mouse model most similar to human MArrest was the Dazap1 mutant mouse. The results of this study could help elucidate features of infertility etiology and provide the basis for diagnostic markers. |
format | Online Article Text |
id | pubmed-5693951 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-56939512017-11-27 Comprehensive functional enrichment analysis of male infertility Razavi, Seyed Morteza Sabbaghian, Marjan Jalili, Mahdi Divsalar, Adeleh Wolkenhauer, Olaf Salehzadeh-Yazdi, Ali Sci Rep Article Spermatogenesis is a multifactorial process that forms differentiated sperm cells in a complex microenvironment. This process involves the genome, epigenome, transcriptome, and proteome to ensure the stability of the spermatogonia and supporting cells. The identification of signaling pathways linked to infertility has been hampered by the inherent complexity and multifactorial aspects of spermatogenesis. Systems biology is a promising approach to unveil underlying signaling pathways and genes and identify putative biomarkers. In this study, we analyzed thirteen microarray libraries of infertile humans and mice, and different classes of male infertility were compared using differentially expressed genes and functional enrichment analysis. We found regulatory processes, immune response, glutathione transferase and muscle tissue development to be among the most common biological processes in up-regulated genes, and genes involved in spermatogenesis were down-regulated in maturation arrest (MArrest) and oligospermia cases. We also observed the overexpression of genes involved in steroid metabolism in post-meiotic and meiotic arrest. Furthermore, we found that the infertile mouse model most similar to human MArrest was the Dazap1 mutant mouse. The results of this study could help elucidate features of infertility etiology and provide the basis for diagnostic markers. Nature Publishing Group UK 2017-11-17 /pmc/articles/PMC5693951/ /pubmed/29150651 http://dx.doi.org/10.1038/s41598-017-16005-0 Text en © The Author(s) 2017 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Razavi, Seyed Morteza Sabbaghian, Marjan Jalili, Mahdi Divsalar, Adeleh Wolkenhauer, Olaf Salehzadeh-Yazdi, Ali Comprehensive functional enrichment analysis of male infertility |
title | Comprehensive functional enrichment analysis of male infertility |
title_full | Comprehensive functional enrichment analysis of male infertility |
title_fullStr | Comprehensive functional enrichment analysis of male infertility |
title_full_unstemmed | Comprehensive functional enrichment analysis of male infertility |
title_short | Comprehensive functional enrichment analysis of male infertility |
title_sort | comprehensive functional enrichment analysis of male infertility |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5693951/ https://www.ncbi.nlm.nih.gov/pubmed/29150651 http://dx.doi.org/10.1038/s41598-017-16005-0 |
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