1
|
Dwivedi AK, Mahesh A, Sanfeliu A, Larkin J, Siwicki RA, Sweeney KJ, O’Brien DF, Widdess-Walsh P, Picelli S, Henshall DC, Tiwari VK. High-resolution multimodal profiling of human epileptic brain activity via explanted depth electrodes. JCI Insight 2025; 10:e184518. [PMID: 39541170 PMCID: PMC11721296 DOI: 10.1172/jci.insight.184518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024] Open
Abstract
The availability and integration of electrophysiological and molecular data from the living brain is critical in understanding and diagnosing complex human disease. Intracranial stereo electroencephalography (SEEG) electrodes used for identifying the seizure focus in patients with epilepsy could enable the integration of such multimodal data. Here, we report multimodal profiling of epileptic brain activity via explanted depth electrodes (MoPEDE), a method that recovers extensive protein-coding transcripts, including cell type markers, DNA methylation, and short variant profiles from explanted SEEG electrodes matched with electrophysiological and radiological data allowing for high-resolution reconstructions of brain structure and function. We found gene expression gradients that corresponded with the neurophysiology-assigned epileptogenicity index but also outlier molecular fingerprints in some electrodes, potentially indicating seizure generation or propagation zones not detected during electroclinical assessments. Additionally, we identified DNA methylation profiles indicative of transcriptionally permissive or restrictive chromatin states and SEEG-adherent differentially expressed and methylated genes not previously associated with epilepsy. Together, these findings validate that RNA profiles and genome-wide epigenetic data from explanted SEEG electrodes offer high-resolution surrogate molecular landscapes of brain activity. The MoPEDE approach has the potential to enhance diagnostic decisions and deepen our understanding of epileptogenic network processes in the human brain.
Collapse
Affiliation(s)
- Anuj Kumar Dwivedi
- Institute for Molecular Medicine, University of Southern Denmark, Odense, Denmark
| | - Arun Mahesh
- Institute for Molecular Medicine, University of Southern Denmark, Odense, Denmark
| | - Albert Sanfeliu
- FutureNeuro Research Ireland Centre for Translational Brain Science and
- Department of Physiology & Medical Physics, RCSI University of Medicine & Health Sciences, Dublin, Ireland
| | - Julian Larkin
- FutureNeuro Research Ireland Centre for Translational Brain Science and
- Department of Neurology and Clinical Neurophysiology, Beaumont Hospital, Dublin, Ireland
- Strategic Academic Recruitment Doctor of Medicine Programme, RCSI University of Medicine and Health Sciences in collaboration with Blackrock Clinic, Dublin, Ireland
| | - Rebecca A. Siwicki
- Institute of Molecular and Clinical Ophthalmology Basel (IOB), Basel, Switzerland
| | - Kieron J. Sweeney
- FutureNeuro Research Ireland Centre for Translational Brain Science and
- Department of Neurosurgery, Beaumont Hospital, Dublin, Ireland
| | - Donncha F. O’Brien
- FutureNeuro Research Ireland Centre for Translational Brain Science and
- Department of Neurosurgery, Beaumont Hospital, Dublin, Ireland
| | - Peter Widdess-Walsh
- FutureNeuro Research Ireland Centre for Translational Brain Science and
- Department of Neurology and Clinical Neurophysiology, Beaumont Hospital, Dublin, Ireland
| | - Simone Picelli
- Institute of Molecular and Clinical Ophthalmology Basel (IOB), Basel, Switzerland
| | - David C. Henshall
- FutureNeuro Research Ireland Centre for Translational Brain Science and
- Department of Physiology & Medical Physics, RCSI University of Medicine & Health Sciences, Dublin, Ireland
| | - Vijay K. Tiwari
- Institute for Molecular Medicine, University of Southern Denmark, Odense, Denmark
- Danish Institute for Advanced Study (DIAS), Odense, Denmark
- Department of Clinical Genetics, Odense University Hospital, Odense, Denmark
- Wellcome-Wolfson Institute for Experimental Medicine, School of Medicine, Dentistry, and Biomedical Science, Queens University Belfast, Belfast, United Kingdom
| |
Collapse
|
2
|
Wang DD, Katoch M, Jabari S, Blumcke I, Blumenthal DB, Lu DH, Coras R, Wang YJ, Shi J, Zhou WJ, Kobow K, Piao YS. Correction to: The specific DNA methylation landscape in focal cortical dysplasia ILAE type 3D. Acta Neuropathol Commun 2024; 12:49. [PMID: 38553772 PMCID: PMC10979562 DOI: 10.1186/s40478-024-01752-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2024] Open
Affiliation(s)
- Dan-Dan Wang
- Department of Pathology, Xuanwu Hospital, Capital Medical University, No. 45, Changchun Street, Xicheng District, 100053, Beijing, China
- Clinical Research Center for Epilepsy, Capital Medical University, 100053, Beijing, China
- National Center for Neurological Disorders, 100053, Beijing, China
| | - Mitali Katoch
- Department of Neuropathology, Universitätsklinikum Erlangen, Friedrich- Alexander-Universität Erlangen-NÜrnberg, Erlangen, Germany
| | - Samir Jabari
- Department of Neuropathology, Universitätsklinikum Erlangen, Friedrich- Alexander-Universität Erlangen-NÜrnberg, Erlangen, Germany
| | - Ingmar Blumcke
- Department of Neuropathology, Universitätsklinikum Erlangen, Friedrich- Alexander-Universität Erlangen-NÜrnberg, Erlangen, Germany
| | - David B Blumenthal
- Biomedical Network Science Lab, Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-NÜrnberg, Erlangen, Germany
| | - De-Hong Lu
- Department of Pathology, Xuanwu Hospital, Capital Medical University, No. 45, Changchun Street, Xicheng District, 100053, Beijing, China
- Clinical Research Center for Epilepsy, Capital Medical University, 100053, Beijing, China
- National Center for Neurological Disorders, 100053, Beijing, China
| | - Roland Coras
- Department of Neuropathology, Universitätsklinikum Erlangen, Friedrich- Alexander-Universität Erlangen-NÜrnberg, Erlangen, Germany
| | - Yu-Jiao Wang
- Department of Pathology, Xuanwu Hospital, Capital Medical University, No. 45, Changchun Street, Xicheng District, 100053, Beijing, China
- Clinical Research Center for Epilepsy, Capital Medical University, 100053, Beijing, China
- National Center for Neurological Disorders, 100053, Beijing, China
| | - Jie Shi
- Department of Neurosurgery, Tsinghua University Yuquan Hospital, 100049, Beijing, China
| | - Wen-Jing Zhou
- Department of Neurosurgery, Tsinghua University Yuquan Hospital, 100049, Beijing, China
| | - Katja Kobow
- Department of Neuropathology, Universitätsklinikum Erlangen, Friedrich- Alexander-Universität Erlangen-NÜrnberg, Erlangen, Germany.
| | - Yue-Shan Piao
- Department of Pathology, Xuanwu Hospital, Capital Medical University, No. 45, Changchun Street, Xicheng District, 100053, Beijing, China.
- Clinical Research Center for Epilepsy, Capital Medical University, 100053, Beijing, China.
- National Center for Neurological Disorders, 100053, Beijing, China.
| |
Collapse
|