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Non-Invasive Electrical Brain Stimulation Montages for Modulation of Human Motor Function
Published on: February 4, 2016
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Integrating direct electrical brain stimulation with the human connectome.
Ludovico Coletta1,2, Paolo Avesani1,2, Luca Zigiotto3,4,5
1Neuroinformatics Laboratory (NiLab), Bruno Kessler Foundation (FBK), Trento 38123, Italy.
Brain : a Journal of Neurology
|December 4, 2023
Summary
This study integrates direct electrical stimulation (DES) with human connectome data to map brain networks, significantly increasing coverage and improving prediction of stimulation points for neurological and neurodevelopmental conditions.
Area of Science:
- Neuroscience
- Neuroimaging
- Brain Network Mapping
Background:
- Neurological and neurodevelopmental conditions necessitate novel therapies.
- Effective therapy development requires precise mapping of neural substrates for behavior.
- Direct electrical stimulation (DES) is the gold standard for causal brain mapping but is limited in scope.
Purpose of the Study:
- To develop a multimodal approach combining DES with human connectome data (fMRI, DTI) for macroscale functional network mapping.
- To explore 12 distinct behavioral domains and validate the predictive capacity of DES-derived networks.
- To assess the translational potential for neuromodulation and understanding postoperative deficits.
Main Methods:
- Utilized 4137 DES points from 612 glioma patients.
- Integrated resting-state fMRI (n=1000) and diffusion-weighted imaging (n=284) data.
- Compared network topographies, tested predictive capacity, quantified connectivity coupling, and built predictive models.
Main Results:
- Achieved a 29.4-fold increase in brain coverage compared to DES alone.
- DES-derived networks accurately predicted future stimulation points (97.8%) and correlated with white matter anatomy.
- Demonstrated overlap with neuromodulation targets and specificity for characterizing postoperative deficits.
Conclusions:
- Integrating DES with human connectome data significantly enhances functional brain mapping capabilities.
- DES-derived functional networks offer reliable patient-specific mapping, predicting stimulation points and correlating with structural connectivity.
- This integrated approach has broad applications in psychiatry, neurology, neurosurgery, and rehabilitation.

