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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...

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Autores principales: Han, Baoquan, Yan, Zihui, Yu, Shuai, Ge, Wei, Li, Yaqi, Wang, Yan, Yang, Bo, Shen, Wei, Jiang, Hui, Sun, Zhongyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals 2021
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.
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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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