Functional control of electrophysiological network architecture using direct neurostimulation in humans

Author:

Khambhati Ankit N.1ORCID,Kahn Ari E.123,Costantini Julia1,Ezzyat Youssef4,Solomon Ethan A.1,Gross Robert E.5,Jobst Barbara C.6,Sheth Sameer A.7,Zaghloul Kareem A.8,Worrell Gregory9,Seger Sarah10,Lega Bradley C.10,Weiss Shennan11,Sperling Michael R.11,Gorniak Richard12,Das Sandhitsu R.13,Stein Joel M.14,Rizzuto Daniel S.4,Kahana Michael J.4,Lucas Timothy H.15,Davis Kathryn A.13,Tracy Joseph I.11,Bassett Danielle S.1161317

Affiliation:

1. Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA

2. Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, USA

3. Human Research and Engineering Directorate, U.S. Army Research Laboratory, Aberdeen, MD, USA

4. Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA

5. Department of Neurosurgery, Emory University Hospital, Atlanta, GA, USA

6. Department of Neurology, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA

7. Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA

8. Surgical Neurology Branch, National Institutes of Health, Bethesda, MD, USA

9. Department of Neurology, Mayo Clinic, Rochester, MN, USA

10. Department of Neurosurgery, University of Texas, Southwestern Medical Center, Dallas, TX, USA

11. Department of Neurology, Thomas Jefferson University Hospital, Philadelphia, PA, USA

12. Department of Radiology, Thomas Jefferson University Hospital, Philadelphia, PA, USA

13. Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA

14. Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA

15. Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, PA, USA

16. Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA

17. Department of Physics & Astronomy, University of Pennsylvania, Philadelphia, PA, USA

Abstract

Chronically implantable neurostimulation devices are becoming a clinically viable option for treating patients with neurological disease and psychiatric disorders. Neurostimulation offers the ability to probe and manipulate distributed networks of interacting brain areas in dysfunctional circuits. Here, we use tools from network control theory to examine the dynamic reconfiguration of functionally interacting neuronal ensembles during targeted neurostimulation of cortical and subcortical brain structures. By integrating multimodal intracranial recordings and diffusion-weighted imaging from patients with drug-resistant epilepsy, we test hypothesized structural and functional rules that predict altered patterns of synchronized local field potentials. We demonstrate the ability to predictably reconfigure functional interactions depending on stimulation strength and location. Stimulation of areas with structurally weak connections largely modulates the functional hubness of downstream areas and concurrently propels the brain towards more difficult-to-reach dynamical states. By using focal perturbations to bridge large-scale structure, function, and markers of behavior, our findings suggest that stimulation may be tuned to influence different scales of network interactions driving cognition.

Funder

John D. and Catherine T. MacArthur Foundation

Alfred P. Sloan Foundation

Army Research Laboratory

Foundation for the National Institutes of Health

U.S. Naval Research Laboratory

National Science Foundation

Defense Advanced Research Projects Agency

Publisher

MIT Press - Journals

Subject

Applied Mathematics,Artificial Intelligence,Computer Science Applications,General Neuroscience

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