Universal features of dendrites through centripetal branch ordering
Author(s) -
Vormberg Alexandra,
Felix Effenberger,
Julia Muellerleile,
Hermann Cuntz
Publication year - 2017
Publication title -
plos computational biology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.628
H-Index - 182
eISSN - 1553-7358
pISSN - 1553-734X
DOI - 10.1371/journal.pcbi.1005615
Subject(s) - centripetal force , branching (polymer chemistry) , soma , morphology (biology) , metric (unit) , tree (set theory) , phylogenomics , artificial intelligence , neuroscience , computer science , biology , topology (electrical circuits) , mathematics , phylogenetic tree , physics , combinatorics , clade , biochemistry , operations management , materials science , genetics , gene , mechanics , economics , composite material
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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