PLoS Computational BiologyNeurosciencePeer-reviewed journal article
Selective Recruitment of Cortical Neurons by Electrical Stimulation
Maxim Komarov, Paola MalerbaiD, Ryan GoldeniD, Paul L. NuneziD, Eric HalgreniD, Maxim BazhenoviD
Abstract
Despite its critical importance in experimental and clinical neuroscience, at present there is no systematic method to predict which neural elements will be activated by a given stimulation regime. Here we develop a novel approach to model the effect of cortical stimulation on spiking probability of neurons in a volume of tissue, by applying an analytical estimate of stimulation-induced activation of different cell types across cortical layers. We utilize the morphology and properties of axonal arborization profiles obtained from publicly available anatomical reconstructions of the twelve main categories of neocortical neurons to derive the dependence of activation probability on cell type, layer and distance from the source. We then propagate this activity through the local network incorporating connectivity, synaptic and cellular properties. Our work predicts that (a) intracranial cortical stimulation induces selective activation across cell types and layers; (b) superficial anodal stimulation is more effective than cathodal at cell activation; (c) cortical surface stimulation focally activates layer I axons, and (d) an optimal stimulation intensity exists capable of eliciting cell activation lasting beyond the end of stimulation.
- organism: human
- assay: electronic health records
- research focus: cell type annotation
- approach: statistical model
- Citations
- 33
- FWCI
- 2.15
- Field percentile
- top 13%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Neural population dynamics of direct electrical stimulation of neocortex
Jordan L. Hickman, Grant Hughes, … Daniel J. Denman·Cell ReportsPeer-reviewed·May 28, 2026
- In vivo microstimulation with cathodic and anodic asymmetric waveforms modulates spatio-temporal calcium dynamics in cortical neuropil and pyramidal neurons of male mice.
K. C. Steiger, J. R. Eles, … T. D. Y. Kozai·bioRxiv·Dec 16, 2019
- Selective gating of neural modulation through frequency- and behavior-dependent modes during cortical electrical stimulation
Irene Rembado, Soo Yeun Lee, … Costas A. Anastassiou·bioRxiv·Aug 24, 2026
- Cell-type specific responses to single-pulse electrical stimulation of the human brain
Rhiannon L Cowan, Tyler S. Davis, … Elliot H. Smith·Brain stimulationPeer-reviewed·Jul 1, 2025
- Calcium activation of cortical neurons by continuous electrical stimulation: Frequency-dependence, temporal fidelity and activation density
Nicholas J. Michelson, James R. Eles, … Takashi D.Y. Kozai·Journal of Neuroscience ResearchPeer-reviewed·Dec 26, 2018
- Intracortical bipolar stimulation allows selective activation of neuronal populations in the cortex
Maarten Schelles, Anke Verhaege, … Vincent Bonin·Journal of Neural EngineeringPeer-reviewed·Oct 29, 2026