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NeuroDots: From Single-Target to Brain-Network Modulation: Why and What Is Needed?
Dirk De Ridder1, Muhammad Ali Siddiqi2, Justin Dauwels3
1Section of Neurosurgery, Department of Surgical Sciences, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand.
Next-generation brain implants could improve treatment for neurological and psychiatric disorders by targeting multiple interacting brain networks. This network stimulation approach offers a more universal strategy than current single-target methods.
Area of Science:
- Neuroscience
- Biomedical Engineering
- Network Science
Background:
- Current brain stimulation techniques often use a single target approach, leading to limited success rates (around 50% improvement in 50% of patients).
- Brain disorders frequently arise from complex, maladaptive interactions across multiple neural networks, not just a single network.
Purpose of the Study:
- To develop a universal theoretical framework for brain functioning applicable to surgical neuromodulation.
- To define the engineering requirements for advanced implantable brain stimulators based on this theoretical model.
Main Methods:
- Conducted a comprehensive literature review spanning neuroscience and engineering.
- Developed a universal theoretical model for brain function and dysfunction relevant to surgical neuromodulation.
Main Results:
- Identified targeting key connector hubs within multiple interacting networks as a more beneficial strategy.
- Envisioned next-generation implants for distributed, multisite neuromodulation of correlated and anticorrelated brain networks.
- Provided recommendations for implant configurations and highlighted limitations of existing approaches.
Conclusions:
- Network stimulation presents a promising, universal strategy for treating both neurologic and psychiatric disorders.
- This approach moves beyond single-target limitations, offering a more comprehensive treatment paradigm.
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