Cargando…
Early adversity changes the economic conditions of mouse structural brain network organization
Early adversity can change educational, cognitive, and mental health outcomes. However, the neural processes through which early adversity exerts these effects remain largely unknown. We used generative network modeling of the mouse connectome to test whether unpredictable postnatal stress shifts th...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10505050/ https://www.ncbi.nlm.nih.gov/pubmed/37607894 http://dx.doi.org/10.1002/dev.22405 |
_version_ | 1785106836532232192 |
---|---|
author | Carozza, Sofia Holmes, Joni Vértes, Petra E. Bullmore, Ed Arefin, Tanzil M. Pugliese, Alexa Zhang, Jiangyang Kaffman, Arie Akarca, Danyal Astle, Duncan E. |
author_facet | Carozza, Sofia Holmes, Joni Vértes, Petra E. Bullmore, Ed Arefin, Tanzil M. Pugliese, Alexa Zhang, Jiangyang Kaffman, Arie Akarca, Danyal Astle, Duncan E. |
author_sort | Carozza, Sofia |
collection | PubMed |
description | Early adversity can change educational, cognitive, and mental health outcomes. However, the neural processes through which early adversity exerts these effects remain largely unknown. We used generative network modeling of the mouse connectome to test whether unpredictable postnatal stress shifts the constraints that govern the organization of the structural connectome. A model that trades off the wiring cost of long-distance connections with topological homophily (i.e., links between regions with shared neighbors) generated simulations that successfully replicate the rodent connectome. The imposition of early life adversity shifted the best-performing parameter combinations toward zero, heightening the stochastic nature of the generative process. Put simply, unpredictable postnatal stress changes the economic constraints that reproduce rodent connectome organization, introducing greater randomness into the development of the simulations. While this change may constrain the development of cognitive abilities, it could also reflect an adaptive mechanism that facilitates effective responses to future challenges. |
format | Online Article Text |
id | pubmed-10505050 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
record_format | MEDLINE/PubMed |
spelling | pubmed-105050502023-09-16 Early adversity changes the economic conditions of mouse structural brain network organization Carozza, Sofia Holmes, Joni Vértes, Petra E. Bullmore, Ed Arefin, Tanzil M. Pugliese, Alexa Zhang, Jiangyang Kaffman, Arie Akarca, Danyal Astle, Duncan E. Dev Psychobiol Article Early adversity can change educational, cognitive, and mental health outcomes. However, the neural processes through which early adversity exerts these effects remain largely unknown. We used generative network modeling of the mouse connectome to test whether unpredictable postnatal stress shifts the constraints that govern the organization of the structural connectome. A model that trades off the wiring cost of long-distance connections with topological homophily (i.e., links between regions with shared neighbors) generated simulations that successfully replicate the rodent connectome. The imposition of early life adversity shifted the best-performing parameter combinations toward zero, heightening the stochastic nature of the generative process. Put simply, unpredictable postnatal stress changes the economic constraints that reproduce rodent connectome organization, introducing greater randomness into the development of the simulations. While this change may constrain the development of cognitive abilities, it could also reflect an adaptive mechanism that facilitates effective responses to future challenges. 2023-09 /pmc/articles/PMC10505050/ /pubmed/37607894 http://dx.doi.org/10.1002/dev.22405 Text en https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the Creative Commons Attribution (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Article Carozza, Sofia Holmes, Joni Vértes, Petra E. Bullmore, Ed Arefin, Tanzil M. Pugliese, Alexa Zhang, Jiangyang Kaffman, Arie Akarca, Danyal Astle, Duncan E. Early adversity changes the economic conditions of mouse structural brain network organization |
title | Early adversity changes the economic conditions of mouse structural brain network organization |
title_full | Early adversity changes the economic conditions of mouse structural brain network organization |
title_fullStr | Early adversity changes the economic conditions of mouse structural brain network organization |
title_full_unstemmed | Early adversity changes the economic conditions of mouse structural brain network organization |
title_short | Early adversity changes the economic conditions of mouse structural brain network organization |
title_sort | early adversity changes the economic conditions of mouse structural brain network organization |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10505050/ https://www.ncbi.nlm.nih.gov/pubmed/37607894 http://dx.doi.org/10.1002/dev.22405 |
work_keys_str_mv | AT carozzasofia earlyadversitychangestheeconomicconditionsofmousestructuralbrainnetworkorganization AT holmesjoni earlyadversitychangestheeconomicconditionsofmousestructuralbrainnetworkorganization AT vertespetrae earlyadversitychangestheeconomicconditionsofmousestructuralbrainnetworkorganization AT bullmoreed earlyadversitychangestheeconomicconditionsofmousestructuralbrainnetworkorganization AT arefintanzilm earlyadversitychangestheeconomicconditionsofmousestructuralbrainnetworkorganization AT pugliesealexa earlyadversitychangestheeconomicconditionsofmousestructuralbrainnetworkorganization AT zhangjiangyang earlyadversitychangestheeconomicconditionsofmousestructuralbrainnetworkorganization AT kaffmanarie earlyadversitychangestheeconomicconditionsofmousestructuralbrainnetworkorganization AT akarcadanyal earlyadversitychangestheeconomicconditionsofmousestructuralbrainnetworkorganization AT astleduncane earlyadversitychangestheeconomicconditionsofmousestructuralbrainnetworkorganization |