Virtual brain twins for stimulation in epilepsy
Estimating the epileptogenic zone network (EZN) is an important part of the diagnosis of drug-resistant focal epilepsy and has a pivotal role in treatment and intervention. Virtual brain twins provide a modeling method for personalized diagnosis and treatment. They integrate patient-specific brain topography with structural connectivity from anatomical neuroimaging such as magnetic resonance imaging, and dynamic activity from functional recordings such as electroencephalography (EEG) and stereo-EEG (SEEG). Seizures show rich spatial and temporal features in functional recordings, which can be exploited to estimate the EZN. Stimulation-induced seizures can provide important and complementary information. Here we consider invasive SEEG stimulation and non-invasive temporal interference stimulation as a complementary approach. This paper offers a high-resolution virtual brain twin framework for EZN diagnosis based on stimulation-induced seizures. It provides an important methodological and conceptual basis to make the transition from invasive to non-invasive diagnosis and treatment of drug-resistant focal epilepsy.
Authors
- Borana Dollomaja (ORCID: https://orcid.org/0000-0003-3069-5838)
- Jean-Didier Lemaréchal
- Paul Triebkorn (ORCID: https://orcid.org/0000-0002-0371-8400)
- Viktor Jirsa (ORCID: https://orcid.org/0000-0002-8251-8860)
- Gian Marco Duma (ORCID: https://orcid.org/0000-0002-0778-3920)
- Adam Williamson
- Julia Makhalova (ORCID: https://orcid.org/0000-0001-7962-2942)
- Huifang Wang (ORCID: https://orcid.org/0000-0002-4060-8649)
- Fabrice Bartolomei
Institutions
- Centre National de la Recherche Scientifique (FR)
- Inserm (FR)
- Aix-Marseille Université (FR)
- Institut de Neurosciences des Systèmes (FR)
- Centre de Résonance Magnétique Biologique et Médicale (FR)
- IRCCS Eugenio Medea (IT)
- Hôpital de la Timone (FR)
Publication Details
- Journal
- Nature Computational Science
- Published
- 2025-08-05
- DOI
- https://doi.org/10.1038/s43588-025-00841-6
- Citations
- 8
- Primary Topic
- EEG and Brain-Computer Interfaces
- Type
- article
- Field-Weighted Citation Impact
- 11.45
Funders
- Fondation Aix-Marseille Universite
- Agence Nationale de la Recherche
- Institut National de la Santé et de la Recherche Médicale
- HORIZON EUROPE Framework Programme