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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...

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Detalles Bibliográficos
Autores principales: Razban, Rostam M., Pachter, Jonathan Asher, Dill, Ken A., Mujica-Parodi, Lilianne R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2023
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.
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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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