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Integrative Bioinformatics Analysis of The Cell Division Cycle and Ribosomal Pathways in The Rat Varicocele: Implications for Drug Discovery
OBJECTIVE: Varicocele is a common cause of male infertility, affecting a substantial proportion of infertile men. Recent studies have employed transcriptomic analysis to identify candidate genes that may be implicated in the pathogenesis of this condition. Accordingly, this study sought to leverage...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Royan Institute
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10591260/ https://www.ncbi.nlm.nih.gov/pubmed/37865881 http://dx.doi.org/10.22074/CELLJ.2023.2004771.1329 |
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author | Nasr-Esfahani, Ali Valipour Motlagh, Ali Adib, Minoo Pashaei, Kosar Nasr-Esfahani, Mohammad Hossein |
author_facet | Nasr-Esfahani, Ali Valipour Motlagh, Ali Adib, Minoo Pashaei, Kosar Nasr-Esfahani, Mohammad Hossein |
author_sort | Nasr-Esfahani, Ali |
collection | PubMed |
description | OBJECTIVE: Varicocele is a common cause of male infertility, affecting a substantial proportion of infertile men. Recent studies have employed transcriptomic analysis to identify candidate genes that may be implicated in the pathogenesis of this condition. Accordingly, this study sought to leverage rat gene expression profiling, along with protein-protein interaction networks, to identify key regulatory genes, related pathways, and potentially effective drugs for the treatment of varicocele. MATERIALS AND METHODS: In this in-silico study, differentially expressed genes (DEGs) from the testicular tissue of 3 rats were screened using the edgeR package in R software and the results were compared to 3 rats in the control group. Data was obtained from GSE139447. Setting a -1<LogFC>1 and P<0.05 as cutoff points for statistical significance, up and down-regulated genes were identified. Based on Cytoscape plugins, protein-protein interaction (PPI) networks were drawn, and hub genes were highlighted. ShinyGO was used for pathway enrichment. Finally, effective drugs were identified from the drug database. RESULTS: Among the 1277 DEGs in this study, 677 genes were up-regulated while 600 genes were down-regulated in rats with varicocele compared to the control group. Using protein-protein interaction networks, we identified the top five up-regulated genes and the top five down-regulated genes. Enrichment analysis showed that the up-regulated genes were associated with the cell division cycle pathway, while the down-regulated genes were linked to the ribosome pathway. Notably, our findings suggested that dexamethasone may be a promising therapeutic option for individuals with varicocele. CONCLUSION: The current investigation indicates that in varicocele the cell division cycle pathway is up-regulated while the ribosome pathway is down-regulated compared to controls. Based on these findings, dexamethasone could be considered a future candidate drug for the treatment of individuals with varicocele. |
format | Online Article Text |
id | pubmed-10591260 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Royan Institute |
record_format | MEDLINE/PubMed |
spelling | pubmed-105912602023-10-24 Integrative Bioinformatics Analysis of The Cell Division Cycle and Ribosomal Pathways in The Rat Varicocele: Implications for Drug Discovery Nasr-Esfahani, Ali Valipour Motlagh, Ali Adib, Minoo Pashaei, Kosar Nasr-Esfahani, Mohammad Hossein Cell J Original Article OBJECTIVE: Varicocele is a common cause of male infertility, affecting a substantial proportion of infertile men. Recent studies have employed transcriptomic analysis to identify candidate genes that may be implicated in the pathogenesis of this condition. Accordingly, this study sought to leverage rat gene expression profiling, along with protein-protein interaction networks, to identify key regulatory genes, related pathways, and potentially effective drugs for the treatment of varicocele. MATERIALS AND METHODS: In this in-silico study, differentially expressed genes (DEGs) from the testicular tissue of 3 rats were screened using the edgeR package in R software and the results were compared to 3 rats in the control group. Data was obtained from GSE139447. Setting a -1<LogFC>1 and P<0.05 as cutoff points for statistical significance, up and down-regulated genes were identified. Based on Cytoscape plugins, protein-protein interaction (PPI) networks were drawn, and hub genes were highlighted. ShinyGO was used for pathway enrichment. Finally, effective drugs were identified from the drug database. RESULTS: Among the 1277 DEGs in this study, 677 genes were up-regulated while 600 genes were down-regulated in rats with varicocele compared to the control group. Using protein-protein interaction networks, we identified the top five up-regulated genes and the top five down-regulated genes. Enrichment analysis showed that the up-regulated genes were associated with the cell division cycle pathway, while the down-regulated genes were linked to the ribosome pathway. Notably, our findings suggested that dexamethasone may be a promising therapeutic option for individuals with varicocele. CONCLUSION: The current investigation indicates that in varicocele the cell division cycle pathway is up-regulated while the ribosome pathway is down-regulated compared to controls. Based on these findings, dexamethasone could be considered a future candidate drug for the treatment of individuals with varicocele. Royan Institute 2023-10 2023-10-09 /pmc/articles/PMC10591260/ /pubmed/37865881 http://dx.doi.org/10.22074/CELLJ.2023.2004771.1329 Text en Any use, distribution, reproduction or abstract of this publication in any medium, with the exception of commercial purposes, is permitted provided the original work is properly cited. https://creativecommons.org/licenses/by-nc/3.0/This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial 3.0 (CC BY-NC 3.0) License, which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Nasr-Esfahani, Ali Valipour Motlagh, Ali Adib, Minoo Pashaei, Kosar Nasr-Esfahani, Mohammad Hossein Integrative Bioinformatics Analysis of The Cell Division Cycle and Ribosomal Pathways in The Rat Varicocele: Implications for Drug Discovery |
title | Integrative Bioinformatics Analysis of The Cell Division Cycle
and Ribosomal Pathways in The Rat Varicocele: Implications
for Drug Discovery |
title_full | Integrative Bioinformatics Analysis of The Cell Division Cycle
and Ribosomal Pathways in The Rat Varicocele: Implications
for Drug Discovery |
title_fullStr | Integrative Bioinformatics Analysis of The Cell Division Cycle
and Ribosomal Pathways in The Rat Varicocele: Implications
for Drug Discovery |
title_full_unstemmed | Integrative Bioinformatics Analysis of The Cell Division Cycle
and Ribosomal Pathways in The Rat Varicocele: Implications
for Drug Discovery |
title_short | Integrative Bioinformatics Analysis of The Cell Division Cycle
and Ribosomal Pathways in The Rat Varicocele: Implications
for Drug Discovery |
title_sort | integrative bioinformatics analysis of the cell division cycle
and ribosomal pathways in the rat varicocele: implications
for drug discovery |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10591260/ https://www.ncbi.nlm.nih.gov/pubmed/37865881 http://dx.doi.org/10.22074/CELLJ.2023.2004771.1329 |
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