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In Silico Sperm Proteome Analysis to Investigate DNA Repair Mechanisms in Varicocele Patients
Varicocele, a condition associated with increased oxidative stress, negatively affects sperm DNA integrity and reduces pregnancy rates. However, the molecular mechanisms related to DNA integrity, damage, and repair in varicocele patients remain unclear. This study aimed to determine the role of DNA...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8719329/ https://www.ncbi.nlm.nih.gov/pubmed/34975746 http://dx.doi.org/10.3389/fendo.2021.757592 |
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author | Finelli, Renata Darbandi, Sara Pushparaj, Peter Natesan Henkel, Ralf Ko, Edmund Agarwal, Ashok |
author_facet | Finelli, Renata Darbandi, Sara Pushparaj, Peter Natesan Henkel, Ralf Ko, Edmund Agarwal, Ashok |
author_sort | Finelli, Renata |
collection | PubMed |
description | Varicocele, a condition associated with increased oxidative stress, negatively affects sperm DNA integrity and reduces pregnancy rates. However, the molecular mechanisms related to DNA integrity, damage, and repair in varicocele patients remain unclear. This study aimed to determine the role of DNA repair molecular mechanisms in varicocele-related infertility by combining an in silico proteomics approach with wet-laboratory techniques. Proteomics results previously generated from varicocele patients (n=50) and fertile controls (n=10) attending our Andrology Center were reanalyzed using bioinformatics tools, including the WEB-based Gene SeT AnaLysis Toolkit, Open Target Platform, and Ingenuity Pathway Analysis (IPA), to identify differentially expressed proteins (DEPs) involved in DNA repair. Subsequently, selected DEPs in spermatozoa were validated using western blotting in varicocele (n = 13) and fertile control (n = 5) samples. We identified 99 DEPs mainly involved in male reproductive system disease (n=66) and male infertility (n=47). IPA analysis identified five proteins [fatty acid synthase (FASN), myeloperoxidase (MPO), mitochondrial aconitate hydratase (ACO2), nucleoporin 93 (NUP93), and 26S proteasome non-ATPase regulatory subunit 14 (PSMD14)] associated with DNA repair deficiency, which showed altered expression in varicocele (P <0.03). We validated ACO2 downregulation (fold change=0.37, change%=-62.7%, P=0.0001) and FASN overexpression (fold change = 4.04, change %= 303.7%, P = 0.014) in men with varicocele compared to controls. This study combined a unique in silico approach with an in vitro validation of the molecular mechanisms that may be responsible for varicocele-associated infertility. We identified ACO2 and FASN as possible proteins involved in DNA repair, whose altered expression may contribute to DNA damage in varicocele pathophysiology. |
format | Online Article Text |
id | pubmed-8719329 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87193292022-01-01 In Silico Sperm Proteome Analysis to Investigate DNA Repair Mechanisms in Varicocele Patients Finelli, Renata Darbandi, Sara Pushparaj, Peter Natesan Henkel, Ralf Ko, Edmund Agarwal, Ashok Front Endocrinol (Lausanne) Endocrinology Varicocele, a condition associated with increased oxidative stress, negatively affects sperm DNA integrity and reduces pregnancy rates. However, the molecular mechanisms related to DNA integrity, damage, and repair in varicocele patients remain unclear. This study aimed to determine the role of DNA repair molecular mechanisms in varicocele-related infertility by combining an in silico proteomics approach with wet-laboratory techniques. Proteomics results previously generated from varicocele patients (n=50) and fertile controls (n=10) attending our Andrology Center were reanalyzed using bioinformatics tools, including the WEB-based Gene SeT AnaLysis Toolkit, Open Target Platform, and Ingenuity Pathway Analysis (IPA), to identify differentially expressed proteins (DEPs) involved in DNA repair. Subsequently, selected DEPs in spermatozoa were validated using western blotting in varicocele (n = 13) and fertile control (n = 5) samples. We identified 99 DEPs mainly involved in male reproductive system disease (n=66) and male infertility (n=47). IPA analysis identified five proteins [fatty acid synthase (FASN), myeloperoxidase (MPO), mitochondrial aconitate hydratase (ACO2), nucleoporin 93 (NUP93), and 26S proteasome non-ATPase regulatory subunit 14 (PSMD14)] associated with DNA repair deficiency, which showed altered expression in varicocele (P <0.03). We validated ACO2 downregulation (fold change=0.37, change%=-62.7%, P=0.0001) and FASN overexpression (fold change = 4.04, change %= 303.7%, P = 0.014) in men with varicocele compared to controls. This study combined a unique in silico approach with an in vitro validation of the molecular mechanisms that may be responsible for varicocele-associated infertility. We identified ACO2 and FASN as possible proteins involved in DNA repair, whose altered expression may contribute to DNA damage in varicocele pathophysiology. Frontiers Media S.A. 2021-12-17 /pmc/articles/PMC8719329/ /pubmed/34975746 http://dx.doi.org/10.3389/fendo.2021.757592 Text en Copyright © 2021 Finelli, Darbandi, Pushparaj, Henkel, Ko and Agarwal https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Finelli, Renata Darbandi, Sara Pushparaj, Peter Natesan Henkel, Ralf Ko, Edmund Agarwal, Ashok In Silico Sperm Proteome Analysis to Investigate DNA Repair Mechanisms in Varicocele Patients |
title |
In Silico Sperm Proteome Analysis to Investigate DNA Repair Mechanisms in Varicocele Patients |
title_full |
In Silico Sperm Proteome Analysis to Investigate DNA Repair Mechanisms in Varicocele Patients |
title_fullStr |
In Silico Sperm Proteome Analysis to Investigate DNA Repair Mechanisms in Varicocele Patients |
title_full_unstemmed |
In Silico Sperm Proteome Analysis to Investigate DNA Repair Mechanisms in Varicocele Patients |
title_short |
In Silico Sperm Proteome Analysis to Investigate DNA Repair Mechanisms in Varicocele Patients |
title_sort | in silico sperm proteome analysis to investigate dna repair mechanisms in varicocele patients |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8719329/ https://www.ncbi.nlm.nih.gov/pubmed/34975746 http://dx.doi.org/10.3389/fendo.2021.757592 |
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