open access publication

Article, 2023

Anatomical details affect electric field predictions for non-invasive brain stimulation in non-human primates

NeuroImage, ISSN 1095-9572, 1053-8119, Volume 279, Page 120343, 10.1016/j.neuroimage.2023.120343

Contributors

Mantell, Kathleen E 0000-0002-3080-622X [1] Perera, Nipun Dilesh 0000-0002-8173-4529 [1] Shirinpour, Sina 0000-0002-8267-6527 [1] Puonti, Oula 0000-0003-3186-244X [2] Xu, Ting 0000-0002-0065-3832 [3] Zimmermann, Jan 0000-0003-3345-6074 [1] Falchier, Arnaud Y 0000-0003-2426-3975 [4] Heilbronner, Sarah Rachel [1] Thielscher, Axel 0000-0002-4752-5854 [2] [5] Opitz, Alexander 0000-0002-4851-1243 (Corresponding author) [1]

Affiliations

  1. [1] University of Minnesota
  2. [NORA names: United States; America, North; OECD];
  3. [2] Hvidovre Hospital
  4. [NORA names: Capital Region of Denmark; Hospital; Denmark; Europe, EU; Nordic; OECD];
  5. [3] Child Mind Institute
  6. [NORA names: United States; America, North; OECD];
  7. [4] Nathan Kline Institute for Psychiatric Research
  8. [NORA names: United States; America, North; OECD];
  9. [5] Technical University of Denmark
  10. [NORA names: DTU Technical University of Denmark; University; Denmark; Europe, EU; Nordic; OECD]

Abstract

Non-human primates (NHPs) have become key for translational research in noninvasive brain stimulation (NIBS). However, in order to create comparable stimulation conditions for humans it is vital to study the accuracy of current modeling practices across species. Numerical models to simulate electric fields are an important tool for experimental planning in NHPs and translation to human studies. It is thus essential whether and to what extent the anatomical details of NHP models agree with current modeling practices when calculating NIBS electric fields. Here, we create highly accurate head models of two non-human primates (NHP) MR data. We evaluate how muscle tissue and head field of view (depending on MRI parameters) affect simulation results in transcranial electric and magnetic stimulation (TES and TMS). Our findings indicate that the inclusion of anisotropic muscle can affect TES electric field strength up to 22% while TMS is largely unaffected. Additionally, comparing a full head model to a cropped head model illustrates the impact of head field of view on electric fields for both TES and TMS. We find opposing effects between TES and TMS with an increase up to 24.8% for TES and a decrease up to 24.6% for TMS for the cropped head model compared to the full head model. Our results provide important insights into the level of anatomical detail needed for NHP head models and can inform future translational efforts for NIBS studies.

Keywords

MR data, NHP models, TES, TMS, Tm, accuracy, accurate head model, anatomical details, brain stimulation, conditions, data, decrease, details, effect, efforts, electric field, electric field predictions, electric field strength, experimental plan, field, field of view, field prediction, field strength, findings, head, head field, head model, human studies, humans, impact, inclusion, increase, level of anatomical detail, levels, magnetic stimulation, model, modeling practices, muscle, muscle tissue, non-human primates, non-invasive brain stimulation, noninvasive brain stimulation, noninvasive brain stimulation studies, numerical model, planning, practice, prediction, primates, research, results, simulated electric field, simulation, simulation results, species, stimulation, stimulation conditions, strength, study, tissue, translation, translational efforts, translational research, views

Funders

  • Lundbeck Foundation
  • National Institute of Biomedical Imaging and Bioengineering
  • National Institute of Mental Health
  • National Institute on Drug Abuse

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