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Sex differences in gene regulatory networks during mid-gestational brain development
Neurodevelopmental disorders differ considerably between males and females, and fetal brain development is one of the most critical periods to determine risk for these disorders. Transcriptomic studies comparing male and female fetal brain have demonstrated that the highest difference in gene expres...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9428411/ https://www.ncbi.nlm.nih.gov/pubmed/36061507 http://dx.doi.org/10.3389/fnhum.2022.955607 |
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author | de Toledo, Victor Hugo Calegari Feltrin, Arthur Sant'Anna Barbosa, André Rocha Tahira, Ana Carolina Brentani, Helena |
author_facet | de Toledo, Victor Hugo Calegari Feltrin, Arthur Sant'Anna Barbosa, André Rocha Tahira, Ana Carolina Brentani, Helena |
author_sort | de Toledo, Victor Hugo Calegari |
collection | PubMed |
description | Neurodevelopmental disorders differ considerably between males and females, and fetal brain development is one of the most critical periods to determine risk for these disorders. Transcriptomic studies comparing male and female fetal brain have demonstrated that the highest difference in gene expression occurs in sex chromosomes, but several autossomal genes also demonstrate a slight difference that has not been yet explored. In order to investigate biological pathways underlying fetal brain sex differences, we applied medicine network principles using integrative methods such as co-expression networks (CEMiTool) and regulatory networks (netZoo). The pattern of gene expression from genes in the same pathway tend to reflect biologically relevant phenomena. In this study, network analysis of fetal brain expression reveals regulatory differences between males and females. Integrating two different bioinformatics tools, our results suggest that biological processes such as cell cycle, cell differentiation, energy metabolism and extracellular matrix organization are consistently sex-biased. MSET analysis demonstrates that these differences are relevant to neurodevelopmental disorders, including autism. |
format | Online Article Text |
id | pubmed-9428411 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94284112022-09-01 Sex differences in gene regulatory networks during mid-gestational brain development de Toledo, Victor Hugo Calegari Feltrin, Arthur Sant'Anna Barbosa, André Rocha Tahira, Ana Carolina Brentani, Helena Front Hum Neurosci Human Neuroscience Neurodevelopmental disorders differ considerably between males and females, and fetal brain development is one of the most critical periods to determine risk for these disorders. Transcriptomic studies comparing male and female fetal brain have demonstrated that the highest difference in gene expression occurs in sex chromosomes, but several autossomal genes also demonstrate a slight difference that has not been yet explored. In order to investigate biological pathways underlying fetal brain sex differences, we applied medicine network principles using integrative methods such as co-expression networks (CEMiTool) and regulatory networks (netZoo). The pattern of gene expression from genes in the same pathway tend to reflect biologically relevant phenomena. In this study, network analysis of fetal brain expression reveals regulatory differences between males and females. Integrating two different bioinformatics tools, our results suggest that biological processes such as cell cycle, cell differentiation, energy metabolism and extracellular matrix organization are consistently sex-biased. MSET analysis demonstrates that these differences are relevant to neurodevelopmental disorders, including autism. Frontiers Media S.A. 2022-08-17 /pmc/articles/PMC9428411/ /pubmed/36061507 http://dx.doi.org/10.3389/fnhum.2022.955607 Text en Copyright © 2022 Toledo, Feltrin, Barbosa, Tahira and Brentani. 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 | Human Neuroscience de Toledo, Victor Hugo Calegari Feltrin, Arthur Sant'Anna Barbosa, André Rocha Tahira, Ana Carolina Brentani, Helena Sex differences in gene regulatory networks during mid-gestational brain development |
title | Sex differences in gene regulatory networks during mid-gestational brain development |
title_full | Sex differences in gene regulatory networks during mid-gestational brain development |
title_fullStr | Sex differences in gene regulatory networks during mid-gestational brain development |
title_full_unstemmed | Sex differences in gene regulatory networks during mid-gestational brain development |
title_short | Sex differences in gene regulatory networks during mid-gestational brain development |
title_sort | sex differences in gene regulatory networks during mid-gestational brain development |
topic | Human Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9428411/ https://www.ncbi.nlm.nih.gov/pubmed/36061507 http://dx.doi.org/10.3389/fnhum.2022.955607 |
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