The DOI matches its Crossref record; 237 of the 237 references it cites were found in a registry or an index.
Changing Brain Networks Through Non-invasive Neuromodulation
Open accessAbstract
Background/Objective: Non-invasive neuromodulation techniques, such as repetitive Transcranial Magnetic Stimulation (rTMS) and transcranial Direct Current Stimulation (tDCS), have increasingly been investigated for their potential as treatments for neurological and psychiatric disorders. Despite widespread dissemination of these techniques, the underlying therapeutic mechanisms and the ideal stimulation site for a given disorder remain unknown. Increasing evidence support the possibility of non-invasive neuromodulation affecting a brain network rather than just the local stimulation target. In this paper, we present evidence in a clinical setting to support the idea that non-invasive neuromodulation changes brain networks. Method: This paper addresses the idea that non-invasive neuromodulation modulates brain networks, rather than just the local stimulation target, using neuromodulation studies in tinnitus and major depression as examples. We present studies that support this hypothesis from different perspectives. Main Results/Conclusion: Studies stimulating the same brain region, such as the dorsolateral prefrontal cortex, have shown to be effective for several disorders and studies using different stimulation sites for the same disorder have shown similar results. These findings, as well as results from studies investigating brain network connectivity on both macro and micro levels, suggest that non-invasive neuromodulation affects a brain network rather than just the local stimulation site targeted. We propose that non-invasive neuromodulation should be approached from a network perspective and emphasize the therapeutic potential of this approach through the modulation of targeted brain networks.
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“rTMS uses focused magnetic field pulses to modify neural activity at the stimulation site and can induce structural and functional connectivity changes in distributed brain networks, 14 including the cognitive control network.”
From Cognitive Outcomes After Transcranial Magnetic Stimulation for the Treatment of Late-Life Depression: Résultats cognitifs après la stimulation magnétique transcrânienne pour le traitement de la dépression chez les personnes âgées (2026) · cites this paper as [14]
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Cites
Catastrophic cascade of failures in interdependent networks
Buldyrev, S. V., Parshani, R., Paul, G., Stanley, H. E., & Havlin, S. (2010) · Nature · doi:10.1038/nature08932 · Cited by 4,513 · cited 1×
“A generic property of a network is that dysfunction can spread easily between linked elements, leading to pathological cascades that include large parts of the system (Buldyrev et al., 2010; Huang et al., 2011).”
BackgroundThe cognitive control of emotion
OCHSNER, K., & GROSS, J. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.03.010 · Cited by 4,495 · cited 2×
“…the (dorsolateral) prefrontal cortex with top-down prefrontal control, important in various disorder including tinnitus (Mitchell et al., 2005), substance use disorder (Bradshaw et al., 2017), pain (Martinez et al., 2017), depression (Ochsner and Gross, 2005) and schizophrenia (Mayer et al., 2015).”
BackgroundLarge-scale brain networks and psychopathology: a unifying triple network model
Menon, V. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.08.003 · Cited by 4,168 · cited 2×
“…been suggested as a mechanism underlying the preoccupation with self-referential processes related to DMN hyperactivity, and deficits in cognitive functioning, associated with CEN hypoconnectivity (Menon, 2011; Manoliu et al., 2013; Kaiser et al., 2015; Anderson et al., 2016; Wang et al., 2016).”
BackgroundTheta Burst Stimulation of the Human Motor Cortex
Huang, Y.-Z., Edwards, M. J., Rounis, E., Bhatia, K. P., & Rothwell, J. C. (2005) · Neuron · doi:10.1016/j.neuron.2004.12.033 · Cited by 4,158
Deep Brain Stimulation for Treatment-Resistant Depression
Mayberg, H. S., Lozano, A. M., Voon, V., McNeely, H. E., Seminowicz, D., Hamani, C., Schwalb, J. M., & Kennedy, S. H. (2005) · Neuron · doi:10.1016/j.neuron.2005.02.014 · Cited by 4,059 · cited 2×
“…Mayberg, 2009; Fox et al., Frontiers in Human Neuroscience | www.frontiersin.org 8 April 2018 | Volume 12 | Article 128 2012a) to decrease hyperactivity in this brain region as this has been associated with antidepressant response in depressed patients (Mayberg et al., 2005; Drevets et al., 2008).”
BackgroundMethodFunctional and Effective Connectivity: A Review
Friston, K. J. (2011) · Brain Connectivity · doi:10.1089/brain.2011.0008 · Cited by 3,415 · cited 4×
“Connectivity in brain networks can indeed be assessed in different ways (Friston, 2011).”
BackgroundInfluentialThe economy of brain network organization
Bullmore, E., & Sporns, O. (2012) · Nature Reviews Neuroscience · doi:10.1038/nrn3214 · Cited by 3,284 · cited 2×
“, 2005) might have important implications for understanding clinical brain disorders (Bullmore and Sporns, 2012; Menon, 2013; Rubinov and Bullmore, 2013; van den Heuvel and Sporns, 2013a; Crossley et al., 2014).”
BackgroundThe Human Connectome: A Structural Description of the Human Brain
Sporns, O., Tononi, G., & Kötter, R. (2005) · PLoS Computational Biology · doi:10.1371/journal.pcbi.0010042 · Cited by 3,260 · cited 2×
“Conceptualizing the brain as a network (Sporns et al., 2005) might have important implications for understanding clinical brain disorders (Bullmore and Sporns, 2012; Menon, 2013; Rubinov and Bullmore, 2013; van den Heuvel and Sporns, 2013a; Crossley et al.”
BackgroundBardo, M. T., & Hammer, R. P. (1991) · Neuroscience · doi:10.1016/0306-4522(91)90226-e · Cited by 3,229
Mayberg, H. S., Liotti, M., Brannan, S. K., McGinnis, S., Mahurin, R. K., Jerabek, P. A., Silva, J. A., Tekell, J. L., Martin, C. C., Lancaster, J. L., et al. (1999) · American Journal of Psychiatry · doi:10.1176/ajp.156.5.675 · Cited by 2,416 · cited 1×
“Another brain region that has been considered a key region in emotion regulation (Mayberg et al., 1999) and that has recently been investigated as a new rTMS target for depression is the dorsomedial prefrontal cortex (DMPFC; i.e., DMN node; Downar and Daskalakis, 2013; Anderson et al., 2016; Liu S.…”
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Consensus Paper: Cerebellum and Ageing
Arleo, A., Bareš, M., Bernard, J. A., Bogoian, H. R., Bruchhage, M. M. K., Bryant, P., Carlson, E. S., Chan, C. C. H., Chen, L., Chung, C., et al. (2023) · The Cerebellum · doi:10.1007/s12311-023-01577-7 · Cited by 129
“According to the rehabilitation potentiality of the Non Invasive Brain stimulation (NIBS) techniques [256, 257], further research in the future could be crucial to evaluate neuromodulation approaches to improve functions mediated by the cerebellum [233].”
Corlier, J., Carpenter, L. L., Wilson, A. C., Tirrell, E., Gobin, A. P., Kavanaugh, B. C., & Leuchter, A. F. (2019) · Brain stimulation · doi:10.1016/j.brs.2019.07.018 · Cited by 86
“This change in oscillations may rapidly spread through brain networks to related brain regions [3,4].”
BackgroundUnderstanding Functional Neurological Disorder: Recent Insights and Diagnostic Challenges
Mavroudis, I. A., Kazis, D. A., Kamal, F. Z., Gurzu, I. L., Ciobica, A. S., Pădurariu, M., Novac, B., & Iordache, A. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms25084470 · Cited by 88
“For instance, focus on dysfunctional sensorimotor networks or limbic salience via non-invasive brain stimulation techniques like transcranial magnetic stimulation (TMS) or transcranial direct current stimulation (tDCS) may provide a therapeutic advantage for FND individuals [171,172].”
BackgroundBesteher, B., Christian Gaser, B., Ivanšić, D., Guntinas‐Lichius, O., Dobel, C., & Nenadić, I. (2019) · NeuroImage Clinical · doi:10.1016/j.nicl.2019.101976 · Cited by 70
“There is increasing evidence that regional stimulation might improve tinnitus, but the optimal target (or multiple targets) of stimulation is still under debate (Chung et al., 2012; Lehner et al., 2016; Lehner et al., 2013; To et al., 2018; Wang et al., 2015).”
Corlier, J., Wilson, A. C., Hunter, A. M., Vince-Cruz, N., Krantz, D. E., Levitt, J. G., Minzenberg, M., Ginder, N. D., Cook, I. A., & Leuchter, A. F. (2019) · Cerebral Cortex · doi:10.1093/cercor/bhz035 · Cited by 69
“The relatively strong prediction based upon spectral similarity is consistent with the observation that frequency spectrum coupling shapes brain network connectivity (To et al., 2018).”
BackgroundInfluential
Metadata
- Authors
- To, W. T., De Ridder, D., Hart Jr., J., & Vanneste, S.
- Affiliations
- The University of Texas at Dallas (US)
- Corresponding author
- To, Wing Ting
- Venue
- Frontiers in Human Neuroscience
- Publisher
- Frontiers Media SA
- Published
- 2018-04-13
- Volume
- 12
- Pages
- 128-128
- ISSN
- 1662-5161 (ISSN-L)
- PMC
- PMC5908883
- OpenAlex
- W2797266467
- Cited by
- 135
- References
- 237
- Citations by year
- 2026: 11 · 2025: 27 · 2024: 27 · 2023: 8 · 2022: 13 · 2021: 16 · 2020: 14 · 2019: 10 · 2018: 9
- FWCI
- 1.16
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Frontiers in Human Neuroscience (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Life Sciences › Neuroscience › Neurology › Transcranial Magnetic Stimulation Studies
- Health Sciences › Medicine › Clinical Neurology › Deep Brain Stimulation and Movement Disorders
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Keywords
- non-invasive neuromodulation, repetitive transcranial magnetic stimulation, transcranial direct current stimulation, brain networks, tinnitus, major depressive disorder, dorsolateral prefrontal cortex, brain network connectivity, stimulation site selection
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