Physiological observations validate finite element models for estimating subject-specific electric field distributions induced by transcranial magnetic stimulation of the human motor cortex.

Abstract:

:Recent evidence indicates subject-specific gyral folding patterns and white matter anisotropy uniquely shape electric fields generated by TMS. Current methods for predicting the brain regions influenced by TMS involve projecting the TMS coil position or center of gravity onto realistic head models derived from structural and functional imaging data. Similarly, spherical models have been used to estimate electric field distributions generated by TMS pulses delivered from a particular coil location and position. In the present paper we inspect differences between electric field computations estimated using the finite element method (FEM) and projection-based approaches described above. We then more specifically examined an approach for estimating cortical excitation volumes based on individualistic FEM simulations of electric fields. We evaluated this approach by performing neurophysiological recordings during MR-navigated motormapping experiments. We recorded motor evoked potentials (MEPs) in response to single pulse TMS using two different coil orientations (45° and 90° to midline) at 25 different locations (5×5 grid, 1cm spacing) centered on the hotspot of the right first dorsal interosseous (FDI) muscle in left motor cortex. We observed that motor excitability maps varied within and between subjects as a function of TMS coil position and orientation. For each coil position and orientation tested, simulations of the TMS-induced electric field were computed using individualistic FEM models and compared to MEP amplitudes obtained during our motormapping experiments. We found FEM simulations of electric field strength, which take into account subject-specific gyral geometry and tissue conductivity anisotropy, significantly correlated with physiologically observed MEP amplitudes (rmax=0.91, p=1.8×10(-5) rmean=0.81, p=0.01). These observations validate the implementation of individualistic FEM models to account for variations in gyral folding patterns and tissue conductivity anisotropy, which should help improve the targeting accuracy of TMS in the mapping or modulation of human brain circuits.

journal_name

Neuroimage

journal_title

NeuroImage

authors

Opitz A,Legon W,Rowlands A,Bickel WK,Paulus W,Tyler WJ

doi

10.1016/j.neuroimage.2013.04.067

subject

Has Abstract

pub_date

2013-11-01 00:00:00

pages

253-264

eissn

1053-8119

issn

1095-9572

pii

S1053-8119(13)00414-X

journal_volume

81

pub_type

杂志文章
  • fMRI-guided white matter connectivity in fluid and crystallized cognitive abilities in healthy adults.

    abstract::This study examined within-subject differences among three fluid abilities that decline with age: reasoning, episodic memory and processing speed, compared with vocabulary, a crystallized ability that is maintained with age. The data were obtained from the Reference Ability Neural Network (RANN) study from which 221 p...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2020.116809

    authors: Gazes Y,Lee S,Sakhardande J,Mensing A,Razlighi Q,Ohkawa A,Pleshkevich M,Luo L,Habeck C

    更新日期:2020-07-15 00:00:00

  • Developmental changes in brain regions involved in phonological and orthographic processing during spoken language processing.

    abstract::Developmental differences in brain activation of 9- to 15-year-old children were examined during an auditory rhyme decision task to spoken words using functional magnetic resonance imaging (fMRI). As a group, children showed activation in the left superior/middle temporal gyri (BA 22, 21), right middle temporal gyrus ...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2008.02.055

    authors: Cone NE,Burman DD,Bitan T,Bolger DJ,Booth JR

    更新日期:2008-06-01 00:00:00

  • Distinguishing the evoked response from phase reset: a comment to Mäkinen et al.

    abstract::Mäkinen et al. [Mäkinen, V., Tiitinen, H., May, P., 2005. Auditory event-related responses are generated independently of ongoing brain activity. Neuroimage 24, 961-968] suggest the use of amplitude variance to distinguish the evoked response from phase reset. Because their data do not exhibit a drop in amplitude vari...

    journal_title:NeuroImage

    pub_type: 评论,杂志文章

    doi:10.1016/j.neuroimage.2005.08.041

    authors: Klimesch W,Hanslmayr S,Sauseng P,Gruber WR

    更新日期:2006-02-01 00:00:00

  • Magnetic resonance imaging of cortical connectivity in vivo.

    abstract::Magnetic resonance imaging of neuronal connectivity in vivo opens up the possibility of performing longitudinal investigations on neuronal networks. This is one main reason for the attention that paramagnetic ion manganese (Mn2+) has attracted as a potential anterograde neuronal tracer for MRI experiments. However, th...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2007.12.007

    authors: Canals S,Beyerlein M,Keller AL,Murayama Y,Logothetis NK

    更新日期:2008-04-01 00:00:00

  • Chronic psychosocial stress in mice leads to changes in brain functional connectivity and metabolite levels comparable to human depression.

    abstract::Human depression, for which chronic psychosocial stress is a major risk factor, is characterized by consistent alterations in neurocircuitry. For example, there is increased functional connectivity (FC) within and between regions comprising the default mode network (DMN) including prefrontal cortex and cingulate corte...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2016.08.013

    authors: Grandjean J,Azzinnari D,Seuwen A,Sigrist H,Seifritz E,Pryce CR,Rudin M

    更新日期:2016-11-15 00:00:00

  • Differential activation of right superior parietal cortex and intraparietal sulcus by spatial and nonspatial attention.

    abstract::Neuropsychological and functional neuroimaging studies have implicated the right posterior parietal cortex (PPC) in human spatial attention. We tested the hypothesis that this area is also involved in nonspatial aspects of attention and working memory using positron emission tomography in healthy volunteers. In an ini...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1006/nimg.1998.0354

    authors: Coull JT,Frith CD

    更新日期:1998-08-01 00:00:00

  • Infant brain probability templates for MRI segmentation and normalization.

    abstract::Spatial normalization and segmentation of infant brain MRI data based on adult or pediatric reference data may not be appropriate due to the developmental differences between the infant input data and the reference data. In this study we have constructed infant templates and a priori brain tissue probability maps base...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2008.07.060

    authors: Altaye M,Holland SK,Wilke M,Gaser C

    更新日期:2008-12-01 00:00:00

  • Dynamic changes in the cerebral metabolic rate of O2 and oxygen extraction ratio in event-related functional MRI.

    abstract::Dynamic changes in the cerebral metabolic rate of oxygen (CMRO(2)) and oxygen extraction ratio (OER) in an event-related functional MRI (ER-fMRI) were measured in this study. Six subjects participated in this study at a magnetic field of 1.9 T. Cerebral blood flow (CBF) and blood oxygenation level-dependent (BOLD) cha...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/s1053-8119(02)00023-x

    authors: Feng CM,Liu HL,Fox PT,Gao JH

    更新日期:2003-02-01 00:00:00

  • Differential contributions of the globus pallidus and ventral thalamus to stimulus-response learning in humans.

    abstract::The ability to learn associations between stimuli, responses and rewards is a prerequisite for survival. Models of reinforcement learning suggest that the striatum, a basal ganglia input nucleus, vitally contributes to these learning processes. Our recently presented computational model predicts, first, that not only ...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2015.07.061

    authors: Schroll H,Horn A,Gröschel C,Brücke C,Lütjens G,Schneider GH,Krauss JK,Kühn AA,Hamker FH

    更新日期:2015-11-15 00:00:00

  • An orthographic prediction error as the basis for efficient visual word recognition.

    abstract::Most current models assume that the perceptual and cognitive processes of visual word recognition and reading operate upon neuronally coded domain-general low-level visual representations - typically oriented line representations. We here demonstrate, consistent with neurophysiological theories of Bayesian-like predic...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2020.116727

    authors: Gagl B,Sassenhagen J,Haan S,Gregorova K,Richlan F,Fiebach CJ

    更新日期:2020-07-01 00:00:00

  • Spatiotemporal changes in neural response patterns to faces varying in visual familiarity.

    abstract::Increasing experience with a previously unfamiliar face improves human ability to recognize it in challenging and novel viewing conditions. Differential neural responses to familiar versus unfamiliar faces in multiple regions of the ventral-temporal and parietal cortex have been reported in previous work, but with lim...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2014.12.027

    authors: Natu VS,O'Toole AJ

    更新日期:2015-03-01 00:00:00

  • Tracking dynamic resting-state networks at higher frequencies using MR-encephalography.

    abstract::Current resting-state network analysis often looks for coherent spontaneous BOLD signal fluctuations at frequencies below 0.1 Hz in a multiple-minutes scan. However hemodynamic signal variation can occur at a faster rate, causing changes in functional connectivity at a smaller time scale. In this study we proposed to ...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2012.10.015

    authors: Lee HL,Zahneisen B,Hugger T,LeVan P,Hennig J

    更新日期:2013-01-15 00:00:00

  • Anatomic localization and quantitative analysis of gradient refocused echo-planar fMRI susceptibility artifacts.

    abstract::Functional magnetic resonance imaging (fMRI) techniques, such as echo-planar imaging, can permit rapid, sensitive, whole-brain measurements of local blood flow-induced MR signal changes seen during cognitive paradigms. Changes in blood oxygenation due to mismatch of flow and oxygen metabolism cause dynamic variations ...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1006/nimg.1997.0289

    authors: Ojemann JG,Akbudak E,Snyder AZ,McKinstry RC,Raichle ME,Conturo TE

    更新日期:1997-10-01 00:00:00

  • Echo-time dependence of the BOLD response transients - A window into brain functional physiology.

    abstract::The blood oxygenation level-dependent (BOLD) fMRI response to neuronal activation results from a complex interplay of induced metabolic and vascular changes. Thus, its transients, such as initial overshoot and post-stimulus undershoot, provide a window into the dynamic relationships of the underlying physiological var...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2017.07.034

    authors: Havlicek M,Ivanov D,Poser BA,Uludag K

    更新日期:2017-10-01 00:00:00

  • Working memory for location and time: activity in prefrontal area 46 relates to selection rather than maintenance in memory.

    abstract::The role of the dorsal prefrontal cortex in working memory remains controversial. Influential proposals include a role in the maintenance of domain-specific information, and the processes of executive functions on remembered information. We used event-related functional magnetic resonance imaging to demonstrate a func...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1006/nimg.2001.0784

    authors: Rowe JB,Passingham RE

    更新日期:2001-07-01 00:00:00

  • Phase stability in fMRI time series: effect of noise regression, off-resonance correction and spatial filtering techniques.

    abstract::Although the majority of fMRI studies exploit magnitude changes only, there is an increasing interest regarding the potential additive information conveyed by the phase signal. This integrated part of the complex number furnished by the MR scanners can also be used for exploring direct detection of neuronal activity a...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2011.10.095

    authors: Hagberg GE,Bianciardi M,Brainovich V,Cassara AM,Maraviglia B

    更新日期:2012-02-15 00:00:00

  • The minimal preprocessing pipelines for the Human Connectome Project.

    abstract::The Human Connectome Project (HCP) faces the challenging task of bringing multiple magnetic resonance imaging (MRI) modalities together in a common automated preprocessing framework across a large cohort of subjects. The MRI data acquired by the HCP differ in many ways from data acquired on conventional 3 Tesla scanne...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2013.04.127

    authors: Glasser MF,Sotiropoulos SN,Wilson JA,Coalson TS,Fischl B,Andersson JL,Xu J,Jbabdi S,Webster M,Polimeni JR,Van Essen DC,Jenkinson M,WU-Minn HCP Consortium.

    更新日期:2013-10-15 00:00:00

  • An fMRI study of joint attention experience.

    abstract::Although much is now known about eye movement detection, little is known about the higher cognitive processes involved in joint attention. We developed video stimuli which when watched, engender an experience of joint attention in the observer. This allowed us to compare an experience of joint attention to nonjoint at...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2004.10.047

    authors: Williams JH,Waiter GD,Perra O,Perrett DI,Whiten A

    更新日期:2005-03-01 00:00:00

  • Neural correlates underlying mental calculation in abacus experts: a functional magnetic resonance imaging study.

    abstract::Experts of abacus operation demonstrate extraordinary ability in mental calculation. There is psychological evidence that abacus experts utilize a mental image of an abacus to remember and manipulate large numbers in solving problems; however, the neural correlates underlying this expertise are unknown. Using function...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/s1053-8119(03)00050-8

    authors: Hanakawa T,Honda M,Okada T,Fukuyama H,Shibasaki H

    更新日期:2003-06-01 00:00:00

  • Pre-reflective and reflective self-reference: a spatiotemporal EEG analysis.

    abstract::Functional imaging studies consistently support the role of the medial prefrontal cortex to be a part of a functional network of reflective self-awareness. The current study introduces a new linguistic task which (1) directly compares self-reference and other-reference, and (2) separates pre-reflective from reflective...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2008.01.060

    authors: Esslen M,Metzler S,Pascual-Marqui R,Jancke L

    更新日期:2008-08-01 00:00:00

  • Localization of electrophysiological responses to semantic and syntactic anomalies in language comprehension with MEG.

    abstract::Syntactically and semantically anomalous words encountered during sentence comprehension are known to elicit dissociable electrophysiological responses, which are thought to reflect distinct aspects of language processing. However, the sources of these responses have not been well characterized. We used beamforming an...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2014.11.016

    authors: Kielar A,Panamsky L,Links KA,Meltzer JA

    更新日期:2015-01-15 00:00:00

  • Effect of age and the APOE gene on metabolite concentrations in the posterior cingulate cortex.

    abstract::Proton magnetic resonance spectroscopy (1H-MRS) has provided valuable information about the neurochemical profile of Alzheimer's disease (AD). However, its clinical utility has been limited in part by the lack of consistent information on how metabolite concentrations vary in the normal aging brain and in carriers of ...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2017.03.031

    authors: Suri S,Emir U,Stagg CJ,Near J,Mekle R,Schubert F,Zsoldos E,Mahmood A,Singh-Manoux A,Kivimäki M,Ebmeier KP,Mackay CE,Filippini N

    更新日期:2017-05-15 00:00:00

  • Neural substrates for dividing and focusing attention between simultaneous auditory and visual events.

    abstract::With information constantly bombarding the human sensory systems, how is it that we attend to behaviorally relevant information? The present study examined the behavioral and neural bases of attending to one sense while ignoring another sense (bimodal selective attention) contrasted with attending simultaneously to tw...

    journal_title:NeuroImage

    pub_type: 临床试验,杂志文章

    doi:10.1016/j.neuroimage.2006.02.026

    authors: Johnson JA,Zatorre RJ

    更新日期:2006-07-15 00:00:00

  • Combined MEG and EEG show reliable patterns of electromagnetic brain activity during natural viewing.

    abstract::Naturalistic stimuli such as movies are increasingly used to engage cognitive and emotional processes during fMRI of brain hemodynamic activity. However, movies have been little utilized during magnetoencephalography (MEG) and EEG that directly measure population-level neuronal activity at a millisecond resolution. He...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2015.03.066

    authors: Chang WT,Jääskeläinen IP,Belliveau JW,Huang S,Hung AY,Rossi S,Ahveninen J

    更新日期:2015-07-01 00:00:00

  • Stability and similarity of the pediatric connectome as developmental measures.

    abstract::Patterns of functional connectivity are unique at the individual level, enabling test-retest matching algorithms to identify a subject from among a group using only their functional connectome. Recent findings show that accuracies of these algorithms in children increase with age. Relatedly, the persistence of functio...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2020.117537

    authors: Vanderwal T,Eilbott J,Kelly C,Frew SR,Woodward TS,Milham MP,Castellanos FX

    更新日期:2021-02-01 00:00:00

  • Longitudinal measurement of the developing grey matter in preterm subjects using multi-modal MRI.

    abstract::Preterm birth is a major public health concern, with the severity and occurrence of adverse outcome increasing with earlier delivery. Being born preterm disrupts a time of rapid brain development: in addition to volumetric growth, the cortex folds, myelination is occurring and there are changes on the cellular level. ...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2015.02.010

    authors: Eaton-Rosen Z,Melbourne A,Orasanu E,Cardoso MJ,Modat M,Bainbridge A,Kendall GS,Robertson NJ,Marlow N,Ourselin S

    更新日期:2015-05-01 00:00:00

  • Conscious auditory perception related to long-range synchrony of gamma oscillations.

    abstract::While the role of synchronized oscillatory activity in the gamma-band frequency range for conscious perception is well established in the visual domain, there is limited evidence concerning neurophysiological mechanisms in conscious auditory perception. In the current study, we addressed this issue with 64-channel EEG...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2014.06.012

    authors: Steinmann S,Leicht G,Ertl M,Andreou C,Polomac N,Westerhausen R,Friederici AD,Mulert C

    更新日期:2014-10-15 00:00:00

  • Prefrontal cortex activity in self-initiated movements is condition-specific, but not movement-related.

    abstract::Activity of the prefrontal cortex (PFC) has been observed in previous block-design brain imaging studies of self-initiated movements. However, the meaning of these activations remained unclear. A functional MRI experiment was carried out, which utilized an epoch and an event-related analysis approach to the data. We h...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2005.06.044

    authors: Wiese H,Stude P,Nebel K,Forsting M,de Greiff A

    更新日期:2005-11-15 00:00:00

  • Effect of paroxetine and bupropion on human resting brain perfusion: an arterial spin labeling study.

    abstract::Due to the physiological coupling with metabolism, brain perfusion is a potential aid in understanding the effects of medication on neural activity in vivo. In this study, arterial spin labeling (ASL) was used to quantify the effect of seven days of administration of paroxetine (20 mg), bupropion (150 mg) on cerebral ...

    journal_title:NeuroImage

    pub_type: 杂志文章,随机对照试验

    doi:10.1016/j.neuroimage.2012.03.014

    authors: Viviani R,Abler B,Seeringer A,Stingl JC

    更新日期:2012-07-16 00:00:00

  • Cholinergic enhancement modulates neural correlates of selective attention and emotional processing.

    abstract::Neocortical cholinergic afferents are proposed to influence both selective attention and emotional processing. In a study of healthy adults we used event-related fMRI while orthogonally manipulating attention and emotionality to examine regions showing effects of cholinergic modulation by the anticholinesterase physos...

    journal_title:NeuroImage

    pub_type: 临床试验,杂志文章,随机对照试验

    doi:10.1016/s1053-8119(03)00302-1

    authors: Bentley P,Vuilleumier P,Thiel CM,Driver J,Dolan RJ

    更新日期:2003-09-01 00:00:00