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Early path dominance as a principle for neurodevelopment
We perform targeted attack, a systematic computational unlinking of the network, to analyze its effects on global communication across the brain network through its giant cluster. Across diffusion magnetic resonance images from individuals in the UK Biobank, Adolescent Brain Cognitive Development St...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10120000/ https://www.ncbi.nlm.nih.gov/pubmed/37053187 http://dx.doi.org/10.1073/pnas.2218007120 |
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author | Razban, Rostam M. Pachter, Jonathan Asher Dill, Ken A. Mujica-Parodi, Lilianne R. |
author_facet | Razban, Rostam M. Pachter, Jonathan Asher Dill, Ken A. Mujica-Parodi, Lilianne R. |
author_sort | Razban, Rostam M. |
collection | PubMed |
description | We perform targeted attack, a systematic computational unlinking of the network, to analyze its effects on global communication across the brain network through its giant cluster. Across diffusion magnetic resonance images from individuals in the UK Biobank, Adolescent Brain Cognitive Development Study and Developing Human Connectome Project, we find that targeted attack procedures on increasing white matter tract lengths and densities are remarkably invariant to aging and disease. Time-reversing the attack computation suggests a mechanism for how brains develop, for which we derive an analytical equation using percolation theory. Based on a close match between theory and experiment, our results demonstrate that tracts are limited to emanate from regions already in the giant cluster and tracts that appear earliest in neurodevelopment are those that become the longest and densest. |
format | Online Article Text |
id | pubmed-10120000 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-101200002023-04-22 Early path dominance as a principle for neurodevelopment Razban, Rostam M. Pachter, Jonathan Asher Dill, Ken A. Mujica-Parodi, Lilianne R. Proc Natl Acad Sci U S A Biological Sciences We perform targeted attack, a systematic computational unlinking of the network, to analyze its effects on global communication across the brain network through its giant cluster. Across diffusion magnetic resonance images from individuals in the UK Biobank, Adolescent Brain Cognitive Development Study and Developing Human Connectome Project, we find that targeted attack procedures on increasing white matter tract lengths and densities are remarkably invariant to aging and disease. Time-reversing the attack computation suggests a mechanism for how brains develop, for which we derive an analytical equation using percolation theory. Based on a close match between theory and experiment, our results demonstrate that tracts are limited to emanate from regions already in the giant cluster and tracts that appear earliest in neurodevelopment are those that become the longest and densest. National Academy of Sciences 2023-04-13 2023-04-18 /pmc/articles/PMC10120000/ /pubmed/37053187 http://dx.doi.org/10.1073/pnas.2218007120 Text en Copyright © 2023 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by/4.0/This open access article is distributed under Creative Commons Attribution License 4.0 (CC BY) (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Biological Sciences Razban, Rostam M. Pachter, Jonathan Asher Dill, Ken A. Mujica-Parodi, Lilianne R. Early path dominance as a principle for neurodevelopment |
title | Early path dominance as a principle for neurodevelopment |
title_full | Early path dominance as a principle for neurodevelopment |
title_fullStr | Early path dominance as a principle for neurodevelopment |
title_full_unstemmed | Early path dominance as a principle for neurodevelopment |
title_short | Early path dominance as a principle for neurodevelopment |
title_sort | early path dominance as a principle for neurodevelopment |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10120000/ https://www.ncbi.nlm.nih.gov/pubmed/37053187 http://dx.doi.org/10.1073/pnas.2218007120 |
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