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Infertility network and hub genes for nonobstructive azoospermia utilizing integrative analysis
Non-obstructive azoospermia (NOA) is the most severe form of male infertility owing to the absence of sperm during ejaculation as a result of failed spermatogenesis. The molecular mechanisms of NOA have not been well studied. Here, we revealed the dysregulated differentially expressed genes in NOA a...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7993690/ https://www.ncbi.nlm.nih.gov/pubmed/33621950 http://dx.doi.org/10.18632/aging.202559 |
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author | Han, Baoquan Yan, Zihui Yu, Shuai Ge, Wei Li, Yaqi Wang, Yan Yang, Bo Shen, Wei Jiang, Hui Sun, Zhongyi |
author_facet | Han, Baoquan Yan, Zihui Yu, Shuai Ge, Wei Li, Yaqi Wang, Yan Yang, Bo Shen, Wei Jiang, Hui Sun, Zhongyi |
author_sort | Han, Baoquan |
collection | PubMed |
description | Non-obstructive azoospermia (NOA) is the most severe form of male infertility owing to the absence of sperm during ejaculation as a result of failed spermatogenesis. The molecular mechanisms of NOA have not been well studied. Here, we revealed the dysregulated differentially expressed genes in NOA and related signaling pathways or biological processes. Cluster features of biological processes include spermatogenesis, fertilization, cilium movement, penetration of zona pellucida, sperm chromatin condensation, and being significantly enriched metabolic pathways in proximal tubule bicarbonate reclamation, aldosterone synthesis and secretion, glycolysis and glycogenesis pathways in NOA using Gene Ontology analysis and pathway enrichment analysis. The NOA gene co-expression network was constructed by weighted gene co-expression network analysis to identify the hub genes (CHD5 and SPTBN2). In addition, we used another Gene Expression Omnibus dataset (GSE45887) to validate these hub genes. Furthermore, we used the Seurat package to classify testicular tissue cells from NOA patients and to characterize the differential expression of hub genes in different cell types from different adult males based on the scRNA-seq dataset (GSE106487). These results provide new insights into the pathogenesis of NOA. Of particular note, CHD5 and SPTBN2 may be potential biomarkers for the diagnosis and treatment of NOA. |
format | Online Article Text |
id | pubmed-7993690 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-79936902021-04-06 Infertility network and hub genes for nonobstructive azoospermia utilizing integrative analysis Han, Baoquan Yan, Zihui Yu, Shuai Ge, Wei Li, Yaqi Wang, Yan Yang, Bo Shen, Wei Jiang, Hui Sun, Zhongyi Aging (Albany NY) Research Paper Non-obstructive azoospermia (NOA) is the most severe form of male infertility owing to the absence of sperm during ejaculation as a result of failed spermatogenesis. The molecular mechanisms of NOA have not been well studied. Here, we revealed the dysregulated differentially expressed genes in NOA and related signaling pathways or biological processes. Cluster features of biological processes include spermatogenesis, fertilization, cilium movement, penetration of zona pellucida, sperm chromatin condensation, and being significantly enriched metabolic pathways in proximal tubule bicarbonate reclamation, aldosterone synthesis and secretion, glycolysis and glycogenesis pathways in NOA using Gene Ontology analysis and pathway enrichment analysis. The NOA gene co-expression network was constructed by weighted gene co-expression network analysis to identify the hub genes (CHD5 and SPTBN2). In addition, we used another Gene Expression Omnibus dataset (GSE45887) to validate these hub genes. Furthermore, we used the Seurat package to classify testicular tissue cells from NOA patients and to characterize the differential expression of hub genes in different cell types from different adult males based on the scRNA-seq dataset (GSE106487). These results provide new insights into the pathogenesis of NOA. Of particular note, CHD5 and SPTBN2 may be potential biomarkers for the diagnosis and treatment of NOA. Impact Journals 2021-02-17 /pmc/articles/PMC7993690/ /pubmed/33621950 http://dx.doi.org/10.18632/aging.202559 Text en Copyright: © 2021 Han et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Han, Baoquan Yan, Zihui Yu, Shuai Ge, Wei Li, Yaqi Wang, Yan Yang, Bo Shen, Wei Jiang, Hui Sun, Zhongyi Infertility network and hub genes for nonobstructive azoospermia utilizing integrative analysis |
title | Infertility network and hub genes for nonobstructive azoospermia utilizing integrative analysis |
title_full | Infertility network and hub genes for nonobstructive azoospermia utilizing integrative analysis |
title_fullStr | Infertility network and hub genes for nonobstructive azoospermia utilizing integrative analysis |
title_full_unstemmed | Infertility network and hub genes for nonobstructive azoospermia utilizing integrative analysis |
title_short | Infertility network and hub genes for nonobstructive azoospermia utilizing integrative analysis |
title_sort | infertility network and hub genes for nonobstructive azoospermia utilizing integrative analysis |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7993690/ https://www.ncbi.nlm.nih.gov/pubmed/33621950 http://dx.doi.org/10.18632/aging.202559 |
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