Preliminary investigation of BOLD dependence on EEG-TMS using a closed-loop TMS-EEG-fMRI setup
Motivation: The motivation for this research study is to improve the efficacy of transcranial magnetic stimulation. Goal(s): The specific goals of this study are to establish a closed-loop TMS-EEG-fMRI system and to investigate brain state-dependent EEG-TMS responses in relation to concurrent fMRI measurements. Approach: 150 single TMS pulses are delivered while monitoring TMS-elicited network activity using interleaved fMRI acquisition. Data processing involves extracting EEG phase information, preprocessing of fMRI data, and statistical analysis using SPM12. Results: Significantly increased fMRI signal was detected in the M1 and SMA under specific EEG phase conditions. These results illustrate the relationship between TMS, EEG phases, and BOLD responsesImpact: The results of this study have important implications for the field of non-invasive brain stimulation and neuroimaging. The development of a closed-loop TMS-EEG-fMRI system holds the potential to revolutionize the treatment of various brain disorders by personalizing TMS interventions.
Authors
- Matilda Makkonen (ORCID: https://orcid.org/0000-0002-4112-4507)
- Risto Juhani Ilmoniemi (ORCID: https://orcid.org/0000-0002-3340-2618)
- Fa‐Hsuan Lin (ORCID: https://orcid.org/0000-0002-9539-1731)
- Mikko Nyrhinen (ORCID: https://orcid.org/0009-0005-0986-4416)
- Joonas Laurinoja (ORCID: https://orcid.org/0009-0009-4701-3208)
- Christoph Zrenner (ORCID: https://orcid.org/0000-0002-9595-6923)
- Pantelis Lioumis (ORCID: https://orcid.org/0000-0003-2016-9199)
- Dogu Baran Aydogan
- Umair ul Hassan (ORCID: https://orcid.org/0000-0002-3647-9020)
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/1326
- Primary Topic
- Functional Brain Connectivity Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00