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Universal features of dendrites through centripetal branch ordering

Dendrites form predominantly binary trees that are exquisitely embedded in the networks of the brain. While neuronal computation is known to depend on the morphology of dendrites, their underlying topological blueprint remains unknown. Here, we used a centripetal branch ordering scheme originally de...

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Detalles Bibliográficos
Autores principales: Vormberg, Alexandra, Effenberger, Felix, Muellerleile, Julia, Cuntz, Hermann
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5515450/
https://www.ncbi.nlm.nih.gov/pubmed/28671947
http://dx.doi.org/10.1371/journal.pcbi.1005615
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author Vormberg, Alexandra
Effenberger, Felix
Muellerleile, Julia
Cuntz, Hermann
author_facet Vormberg, Alexandra
Effenberger, Felix
Muellerleile, Julia
Cuntz, Hermann
author_sort Vormberg, Alexandra
collection PubMed
description Dendrites form predominantly binary trees that are exquisitely embedded in the networks of the brain. While neuronal computation is known to depend on the morphology of dendrites, their underlying topological blueprint remains unknown. Here, we used a centripetal branch ordering scheme originally developed to describe river networks—the Horton-Strahler order (SO)–to examine hierarchical relationships of branching statistics in reconstructed and model dendritic trees. We report on a number of universal topological relationships with SO that are true for all binary trees and distinguish those from SO-sorted metric measures that appear to be cell type-specific. The latter are therefore potential new candidates for categorising dendritic tree structures. Interestingly, we find a faithful correlation of branch diameters with centripetal branch orders, indicating a possible functional importance of SO for dendritic morphology and growth. Also, simulated local voltage responses to synaptic inputs are strongly correlated with SO. In summary, our study identifies important SO-dependent measures in dendritic morphology that are relevant for neural function while at the same time it describes other relationships that are universal for all dendrites.
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spelling pubmed-55154502017-08-07 Universal features of dendrites through centripetal branch ordering Vormberg, Alexandra Effenberger, Felix Muellerleile, Julia Cuntz, Hermann PLoS Comput Biol Research Article Dendrites form predominantly binary trees that are exquisitely embedded in the networks of the brain. While neuronal computation is known to depend on the morphology of dendrites, their underlying topological blueprint remains unknown. Here, we used a centripetal branch ordering scheme originally developed to describe river networks—the Horton-Strahler order (SO)–to examine hierarchical relationships of branching statistics in reconstructed and model dendritic trees. We report on a number of universal topological relationships with SO that are true for all binary trees and distinguish those from SO-sorted metric measures that appear to be cell type-specific. The latter are therefore potential new candidates for categorising dendritic tree structures. Interestingly, we find a faithful correlation of branch diameters with centripetal branch orders, indicating a possible functional importance of SO for dendritic morphology and growth. Also, simulated local voltage responses to synaptic inputs are strongly correlated with SO. In summary, our study identifies important SO-dependent measures in dendritic morphology that are relevant for neural function while at the same time it describes other relationships that are universal for all dendrites. Public Library of Science 2017-07-03 /pmc/articles/PMC5515450/ /pubmed/28671947 http://dx.doi.org/10.1371/journal.pcbi.1005615 Text en © 2017 Vormberg et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Vormberg, Alexandra
Effenberger, Felix
Muellerleile, Julia
Cuntz, Hermann
Universal features of dendrites through centripetal branch ordering
title Universal features of dendrites through centripetal branch ordering
title_full Universal features of dendrites through centripetal branch ordering
title_fullStr Universal features of dendrites through centripetal branch ordering
title_full_unstemmed Universal features of dendrites through centripetal branch ordering
title_short Universal features of dendrites through centripetal branch ordering
title_sort universal features of dendrites through centripetal branch ordering
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5515450/
https://www.ncbi.nlm.nih.gov/pubmed/28671947
http://dx.doi.org/10.1371/journal.pcbi.1005615
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