ArticlePLoS computational biology2025
Axon collateralization and focal myelin dystrophy alter action potential propagation in multicompartment pyramidal neuron models.
Article in PLoS computational biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
1 citing paper in PubMed.
- The Axon as a Self-Modifying Computational System: Autonomous Inference, Adaptive Propagation, and AI-Enabled Mechanistic Insight.International journal of molecular sciences · 2026Review
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Authors and funding
3 authors.
Funding
Abstract
Action potentials (APs) propagate along axons to enable precise and rapid neuronal communication. Axon collaterals extend a given neuron's range by distributing signals to multiple targets, but also increase its electrical demands. Myelination facilitates saltatory conduction, dramatically enhancing transmission speed and ensuring conduction fidelity over long distances. The interplay between myelin dystrophy and axonal arborization remains largely unexplored, despite their role in the impairment of AP conduction in brain circuits. Here we used cohorts of biophysically detailed, multicompartmental models of rhesus monkey dorsolateral prefrontal cortex (dlPFC) layer 3 pyramidal neurons to investigate how axon collateralization, myelin dystrophy, and other structural and biophysical perturbations affect AP conduction velocity (CV). We identified core diameter and branch point location, particularly its distance from the soma, as key structural determinants of CV. Under pathological conditions, branch points emerged as sites of heightened vulnerability, where even focal myelin damage markedly impaired conduction. The efficacy of remyelination to restore CV depended on the number of segments that replaced each demyelinated region. Effective length constant and focal input resistance largely predicted CV reductions caused by structural changes. In addition to demyelination, CV was highly sensitive to variations in axoplasmic and membrane resistivities, the formation of myelin balloons, and ion channel redistribution. These findings offer a mechanistic framework for understanding AP conduction in myelinated axons with complex topologies, while also pointing to potential factors underlying individual differences in vulnerability to cognitive impairments. This work thus provides an important building block for multiscale modeling of network and behavioral effects of aging, as well as axonopathies such as multiple sclerosis, Alzheimer's disease, and traumatic brain injury.
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Registered trials
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