Engineering and Technological Advancements in Repetitive Transcranial Magnetic Stimulation (rTMS): A Five-Year Review
Abstract
:1. Introduction
2. Methodology
3. Background and Current State of rTMS Technology
4. Recent Technological Advancements in rTMS Devices
4.1. Innovations in Device Design and Functionality
4.2. Improvements in Magnetic Coil Technology
5. Advancements in Treatment Protocols
6. Software and Control Systems
6.1. Neuronavigational Systems and Advanced Software
6.2. Integrating BCIs with rTMS
6.3. Integration of Artificial Intelligence in rTMS Systems
7. Case Studies and Clinical Trials
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- Patient 1 (compulsive sexual behavior disorder): Significant reduction in craving for porn use (from a Visual Analogue Scale score of 9 at baseline to 0 after treatment), and improvements in depression (Beck Depression Inventory-II score from 19 to 6), anxiety (Self-rating Anxiety Scale score from 50 to 35), and overall symptom severity (Global Severity Index from 75 to 41.66) [90].
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- Patient 2 (internet gaming disorder): Substantial decrease in craving for gaming (from a Visual Analogue Scale score of 75 to 5), and improvements in depression (Beck Depression Inventory-II score from 13 to 4), anxiety (Self-rating Anxiety Scale score from 32.5 to 36.25), and internet gaming disorder severity (Internet Gaming Disorder Scale—Short-Form score from 32 to 0) [36]. These outcomes persisted at a 1-year follow-up, supporting the long-term efficacy of rTMS. These findings suggest that rTMS can effectively modulate neural activity related to craving, impulse control, and mood regulation, offering a promising therapeutic strategy for behavioral addictions in the absence of approved pharmacological treatments. The treatment was well-tolerated without adverse effects, highlighting rTMS as a safe and effective treatment modality for managing behavioral addictions [90]. Table 4 summarizes the findings from these recent case studies and clinical trials.
8. Safety, Efficacy, and Regulatory Developments
9. Ethical Considerations
10. Future Directions and Emerging Technologies
11. Discussion
12. Limitations
13. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
- Mann, S.K.; Malhi, N.K. Repetitive Transcranial Magnetic Stimulation. In StatPearls; StatPearls Publishing: Treasure Island, FL, USA, 2024. Available online: http://www.ncbi.nlm.nih.gov/books/NBK568715/ (accessed on 7 May 2024).
- Koutsomitros, T. Volume 32—Supplement 2021—Advances in Transcranial Magnetic Stimulation (TMS) and Its Applications in Resistant Depression. Available online: https://psychiatriki-journal.gr/index.php?option=com_content&view=article&id=1746&Itemid=1180&lang=en (accessed on 7 May 2024).
- O’Reardon, J.P.; Peshek, A.D.; Romero, R.; Cristancho, P. Neuromodulation and Transcranial Mag Netic Stimulation (TMS). Psychiatry Edgmont 2006, 3, 30–40. [Google Scholar] [PubMed]
- Yamamoto, T.; Williamson, S.J.; Kaufman, L.; Nicholson, C.; Llinás, R. Magnetic localization of neuronal activity in the human brain. Proc. Natl. Acad. Sci. USA 1988, 85, 8732–8736. [Google Scholar] [CrossRef] [PubMed]
- Rossini, P.M.; Burke, D.; Chen, R.; Cohen, L.G.; Daskalakis, Z.; Di Iorio, R.; Di Lazzaro, V.; Ferreri, F.; Fitzgerald, P.B.; George, M.S.; et al. Non-invasive electrical and magnetic stimulation of the brain, spinal cord, roots and peripheral nerves: Basic principles and procedures for routine clinical and research application. An updated report from an I.F.C.N. Committee. Clin. Neurophysiol. 2015, 126, 1071–1107. [Google Scholar] [CrossRef] [PubMed]
- Voineskos, D.; Daskalakis, Z.J.; Blumberger, D.M. Management of Treatment-Resistant Depression: Challenges and Strategies. Neuropsychiatr. Dis. Treat. 2020, 16, 221–234. [Google Scholar] [CrossRef] [PubMed]
- Fisicaro, F.; Lanza, G.; Grasso, A.A.; Pennisi, G.; Bella, R.; Paulus, W.; Pennisi, M. Repetitive transcranial magnetic stimulation in stroke rehabilitation: Review of the current evidence and pitfalls. Ther. Adv. Neurol. Disord. 2019, 12, 1756286419878317. [Google Scholar] [CrossRef]
- Ferreri, F.; Mouchabac, S.; Sylvestre, V.; Millet, B.; El Hage, W.; Adrien, V.; Bourla, A. Repetitive Transcranial Magnetic Stimulation (rTMS) in Post-Traumatic Stress Disorder: Study Protocol of a Nationwide Randomized Controlled Clinical Trial of Neuro-Enhanced Psychotherapy ‘TraumaStim’. Brain Sci. 2023, 13, 1274. [Google Scholar] [CrossRef]
- Sun, W.; Wu, Q.; Gao, L.; Zheng, Z.; Xiang, H.; Yang, K.; Yu, B.; Yao, J. Advancements in Transcranial Magnetic Stimulation Research and the Path to Precision. Neuropsychiatr. Dis. Treat. 2023, 19, 1841–1851. [Google Scholar] [CrossRef]
- Noda, Y. The New Ethics of Neuromodulation with Transcranial Magnetic Stimulation: A Critical Appraisal. J. Integr. Neurosci. 2024, 23, 6. [Google Scholar] [CrossRef]
- Adu, M.K.; Eboreime, E.; Sapara, A.O.; Greenshaw, A.J.; Chue, P.; Agyapong, V.I.O. The use of repetitive transcranial magnetic stimulation for treatment of obsessive-compulsive disorder: A scoping review. Ment. Illn. 2021, 13, 1–13. [Google Scholar] [CrossRef]
- Julkunen, P.; Kimiskidis, V.K.; Belardinelli, P. Bridging the gap: TMS-EEG from lab to clinic. J. Neurosci. Methods 2022, 369, 109482. [Google Scholar] [CrossRef]
- Moullin, J.C.; Sabater-Hernández, D.; Fernandez-Llimos, F.; Benrimoj, S.I. A systematic review of implementation frameworks of innovations in healthcare and resulting generic implementation framework. Health Res. Policy Syst. 2015, 13, 16. [Google Scholar] [CrossRef] [PubMed]
- Tang, S.J.; Holle, J.; Dadario, N.B.; Lesslar, O.; Teo, C.; Ryan, M.; Sughrue, M.; Yeung, J.T. Personalized, parcel-guided rTMS for the treatment of major depressive disorder: Safety and proof of concept. Brain Behav. 2023, 13, e3268. [Google Scholar] [CrossRef] [PubMed]
- LeBlanc, L. New AI-Driven Initiative Could Optimize Brain Stimulation for Treatment Resistant Depression. Newsroom. Available online: https://keck.usc.edu/news/new-ai-driven-initiative-could-optimize-brain-stimulation-for-treatment-resistant-depression/ (accessed on 7 May 2024).
- Abbasi, S.; Alluri, S.; Leung, V.; Asbeck, P.; Makale, M.T. Design and Validation of Miniaturized Repetitive Transcranial Magnetic Stimulation (rTMS) Head Coils. Sensors 2024, 24, 1584. [Google Scholar] [CrossRef] [PubMed]
- Somani, A.; Kar, S.K. Efficacy of repetitive transcranial magnetic stimulation in treatment-resistant depression: The evidence thus far. Gen. Psychiatry 2019, 32, e100074. [Google Scholar] [CrossRef]
- Levit, A. History and Future Directions of rTMS for Treatment of Depressive Disorders. Am. J. Psychiatry Resid. J. 2023, 18, 11–14. [Google Scholar] [CrossRef]
- Kondo, H. Michael Faraday. Sci. Am. 1953, 189, 90–99. [Google Scholar] [CrossRef]
- Huang, P.; Xu, L.; Xie, Y. Biomedical Applications of Electromagnetic Detection: A Brief Review. Biosensors 2021, 11, 225. [Google Scholar] [CrossRef]
- Kropotov, J.D. Chapter 4.5—Transcranial Magnetic Stimulation. In Functional Neuromarkers for Psychiatry; Kropotov, J.D., Ed.; Academic Press: San Diego, CA, USA, 2016; pp. 281–283. [Google Scholar] [CrossRef]
- Vidal-Dourado, M.; Conforto, A.B.; Caboclo, L.O.S.F.; Scaff, M.; Guilhoto, L.M.d.F.; Yacubian, E.M.T. Magnetic Fields in Noninvasive Brain Stimulation. Neuroscientist 2014, 20, 112–121. [Google Scholar] [CrossRef]
- Jannati, A.; Oberman, L.M.; Rotenberg, A.; Pascual-Leone, A. Assessing the mechanisms of brain plasticity by transcranial magnetic stimulation. Neuropsychopharmacology 2023, 48, 191–208. [Google Scholar] [CrossRef]
- Ling, S.J.; Moebs, W.; Sanny, J.; Ling, S.J.; Moebs, W.; Sanny, J. 13.4 Induced Electric Fields—University Physics Volume 2 | OpenStax. Available online: https://openstax.org/books/university-physics-volume-2/pages/13-4-induced-electric-fields (accessed on 8 May 2024).
- Folmer, R.L. Unresolved Issues Associated with Transcranial Magnetic Stimulation (TMS) Treatment of Chronic Tinnitus. J. Clin. Med. 2023, 12, 4648. [Google Scholar] [CrossRef]
- Noohi, S.; Amirsalari, S. History, Studies and Specific Uses of Repetitive Transcranial Magnetic Stimulation (rTMS) in Treating Epilepsy. Iran. J. Child. Neurol. 2016, 10, 1–8. [Google Scholar] [PubMed]
- Denton, A.J.; Finberg, A.; Ashman, P.E.; Bencie, N.B.; Scaglione, T.; Kuzbyt, B.; Telischi, F.F.; Mittal, R.; Eshraghi, A.A. Implications of Transcranial Magnetic Stimulation as a Treatment Modality for Tinnitus. J. Clin. Med. 2021, 10, 22. [Google Scholar] [CrossRef] [PubMed]
- Anil, S.; Lu, H.; Rotter, S.; Vlachos, A. Repetitive transcranial magnetic stimulation (rTMS) triggers dose-dependent homeostatic rewiring in recurrent neuronal networks. bioRxiv 2023. [Google Scholar] [CrossRef] [PubMed]
- George, M.S.; Taylor, J.J.; Short, E.B. The Expanding Evidence Base for rTMS Treatment of Depression. Curr. Opin. Psychiatry 2013, 26, 13–18. [Google Scholar] [CrossRef]
- Cohen, S.L.; Bikson, M.; Badran, B.W.; George, M.S. A visual and narrative timeline of US FDA milestones for Transcranial Magnetic Stimulation (TMS) devices. Brain Stimulat. 2022, 15, 73–75. [Google Scholar] [CrossRef]
- Machado, S.; Arias-Carrion, O.; Paes, F.; Vieira, R.T.; Caixeta, L.; Novaes, F.; Marinho, T.; Almada, L.F.; Silva, A.C.; Nardi, A.E. Repetitive Transcranial Magnetic Stimulation for Clinical Applications in Neurological and Psychiatric Disorders: An Overview. Eurasian J. Med. 2013, 45, 191–206. [Google Scholar] [CrossRef]
- Cristancho, M.; Cristancho, P.; O’reardon, J. Chapter 34. Other therapeutic psychiatric uses of superficial brain stimulation. Handb. Clin. Neurol. 2013, 116C, 415–422. [Google Scholar] [CrossRef]
- Pashut, T.; Wolfus, S.; Friedman, A.; Lavidor, M.; Bar-Gad, I.; Yeshurun, Y.; Korngreen, A. Mechanisms of Magnetic Stimulation of Central Nervous System Neurons. PLoS Comput. Biol. 2011, 7, e1002022. [Google Scholar] [CrossRef]
- Klomjai, W.; Katz, R.; Lackmy-Vallée, A. Basic principles of transcranial magnetic stimulation (TMS) and repetitive TMS (rTMS). Ann. Phys. Rehabil. Med. 2015, 58, 208–213. [Google Scholar] [CrossRef]
- Koponen, L.M.; Peterchev, A.V. Transcranial Magnetic Stimulation: Principles and Applications. In Neural Engineering; He, B., Ed.; Springer International Publishing: Cham, Switzerland, 2020; pp. 245–270. [Google Scholar] [CrossRef]
- Koponen, L.; Ilmoniemi, R.; Nieminen, J.; Järnefelt, G. Dispositivo de Bobina de Estimulación Magnética Transcraneal Multicanal con Bobinas de Arrollamiento Superpuestas. ES2703600T3. 11 March 2019. Available online: https://patents.google.com/patent/ES2703600T3/en?q=(TMS+coil)&oq=TMS+coil (accessed on 25 January 2024).
- Pell, G.S.; Roth, Y.; Zangen, A. Modulation of cortical excitability induced by repetitive transcranial magnetic stimulation: Influence of timing and geometrical parameters and underlying mechanisms. Prog. Neurobiol. 2011, 93, 59–98. [Google Scholar] [CrossRef]
- Cash, R.F.H.; Zalesky, A. Personalized and Circuit-Based Transcranial Magnetic Stimulation: Evidence, Controversies, and Opportunities. Biol. Psychiatry 2024, 95, 510–522. [Google Scholar] [CrossRef] [PubMed]
- Huang, X.-L.; Wu, M.-Y.; Wu, C.-C.; Yan, L.-C.; He, M.-H.; Chen, Y.-C.; Tsai, S.-T. Neuromodulation techniques in poststroke motor impairment recovery: Efficacy, challenges, and future directions. Tzu-Chi Med. J. 2024, 36, 136–141. [Google Scholar] [CrossRef] [PubMed]
- Lefaucheur, J.-P. Chapter 37—Transcranial magnetic stimulation. In Handbook of Clinical Neurology; Levin, K.H., Chauvel, P., Eds.; Clinical Neurophysiology: Basis and Technical Aspects; Elsevier: Amsterdam, The Netherlands, 2019; Volume 160, pp. 559–580. [Google Scholar] [CrossRef]
- Zhang, M.; Wang, R.; Luo, X.; Zhang, S.; Zhong, X.; Ning, Y.; Zhang, B. Repetitive Transcranial Magnetic Stimulation Target Location Methods for Depression. Front. Neurosci. 2021, 15, 695423. [Google Scholar] [CrossRef] [PubMed]
- Klein, M.M.; Treister, R.; Raij, T.; Pascual-Leone, A.; Park, L.; Nurmikko, T.; Lenz, F.; Lefaucheur, J.-P.; Lang, M.; Hallett, M.; et al. Transcranial magnetic stimulation of the brain: Guidelines for pain treatment research. Pain 2015, 156, 1601–1614. [Google Scholar] [CrossRef] [PubMed]
- Sharbafshaaer, M.; Gigi, I.; Lavorgna, L.; Esposito, S.; Bonavita, S.; Tedeschi, G.; Esposito, F.; Trojsi, F. Repetitive Transcranial Magnetic Stimulation (rTMS) in Mild Cognitive Impairment: Effects on Cognitive Functions—A Systematic Review. J. Clin. Med. 2023, 12, 6190. [Google Scholar] [CrossRef]
- Rossi, S.; Hallett, M.; Rossini, P.M.; Pascual-Leone, A. Safety, ethical considerations, and application guidelines for the use of transcranial magnetic stimulation in clinical practice and research. Clin. Neurophysiol. 2009, 120, 2008–2039. [Google Scholar] [CrossRef]
- Kumar, K.; Charan, M.L.; Anand, A. Current Status of Transcranial Magnetic Stimulation in Mental and Behavioral Health Treatment. Ann. Neurosci. 2022, 29, 197–198. [Google Scholar] [CrossRef]
- Kong, G.; Wei, L.; Wang, J.; Zhu, C.; Tang, Y. The therapeutic potential of personalized connectivity-guided transcranial magnetic stimulation target over group-average target for depression. Brain Stimul. Basic Transl. Clin. Res. Neuromodul. 2022, 15, 1063–1064. [Google Scholar] [CrossRef]
- Gutiérrez-Muto, A.M.; Bestmann, S.; de la Torre, R.S.; Pons, J.L.; Oliviero, A.; Tornero, J. The complex landscape of TMS devices: A brief overview. PLoS ONE 2023, 18, e0292733. [Google Scholar] [CrossRef]
- Wendt, K.; Sorkhabi, M.M.; Stagg, C.J.; Fleming, M.K.; Denison, T.; O’Shea, J. The effect of pulse shape in theta-burst stimulation: Monophasic vs. biphasic TMS. Brain Stimul. Basic Transl. Clin. Res. Neuromodulation 2023, 16, 1178–1185. [Google Scholar] [CrossRef]
- Carpenter, L.L.; Philip, N.S. The Future Is Now? Rapid Advances by Brain Stimulation Innovation. Am. J. Psychiatry 2020, 177, 654–656. [Google Scholar] [CrossRef] [PubMed]
- Gutiérrez-Muto, A.M.; Bestmann, S.; Sánchez de la Torre, R.; Pons, J.L.; Oliviero, A.; Tornero, J. Classification of research TMS devices. PLoS ONE 2023, 18, e0292733. [Google Scholar] [CrossRef]
- Noda, Y.; Kizaki, J.; Takahashi, S.; Mimura, M. TMS Database Registry Consortium Research Project in Japan (TReC-J) for Future Personalized Psychiatry. J. Pers. Med. 2022, 12, 844. [Google Scholar] [CrossRef]
- McLean, A.L. Publication trends in transcranial magnetic stimulation: A 30-year panorama. Brain Stimulat. 2019, 12, 619–627. [Google Scholar] [CrossRef]
- Noda, S.; Shirotsuki, K.; Nakao, M. The effectiveness of intervention with board games: A systematic review. Biopsychosoc. Med. 2019, 13, 22. [Google Scholar] [CrossRef]
- Rastogi, P. Novel Coil Designs for Different Neurological Disorders in Transcranial Magnetic Stimulation—ProQuest. Available online: https://www.proquest.com/docview/2312230256/fulltextPDF/FF97AAF519684470PQ/1?accountid=28267&sourcetype=Dissertations%20&%20Theses (accessed on 4 June 2024).
- Tastevin, M.; Baumstarck, K.; Groppi, F.; Cermolacce, M.; Lagrange, G.; Lançon, C.; Richieri, R. Double cone coil rTMS efficacy for treatment-resistant depression: A prospective randomized controlled trial. Brain Stimulat. 2020, 13, 256–258. [Google Scholar] [CrossRef]
- Liu, C.; Ding, H.; Fang, X.; Wang, Z. Optimal Design of Transcranial Magnetic Stimulation Thin Core Coil With Trade-Off Between Stimulation Effect and Heat Energy. IEEE Trans. Appl. Supercond. 2020, 30, 1–6. [Google Scholar] [CrossRef]
- Tavakoli, H.; Heidarpanah, A. Designing a Circular Coil of Repetitive Transcranial Magnetic Stimulation at Frequencies of 0.5 and 1 Hz using CST Studio Suite Software and Comparison of Results with Theoretical Calculations. Biomed. Biotechnol. Res. J. BBRJ 2022, 6, 382. [Google Scholar] [CrossRef]
- Tavakoli, H. Designing a Circular Coil of Repetitive Transcranial Magneti…: Biomedical and Biotechnology Research Journal (BBRJ). Available online: https://journals.lww.com/bbrj/fulltext/2022/06030/designing_a_circular_coil_of_repetitive.13.aspx (accessed on 9 February 2024).
- Rissanen, I.J.; Souza, V.H.; Nieminen, J.O.; Koponen, L.M.; Ilmoniemi, R.J. Advanced Pipeline for Designing Multi-Locus TMS Coils With Current Density Constraints. IEEE Trans. Biomed. Eng. 2023, 70, 2025–2034. [Google Scholar] [CrossRef]
- Chail, A.; Saini, R.K.; Bhat, P.S.; Srivastava, K.; Chauhan, V. Transcranial magnetic stimulation: A review of its evolution and current applications. Ind. Psychiatry J. 2018, 27, 172. [Google Scholar] [CrossRef]
- Harita, S.; Momi, D.; Mazza, F.; Griffiths, J.D. Mapping Inter-individual Functional Connectivity Variability in TMS Targets for Major Depressive Disorder. Front. Psychiatry 2022, 13, 902089. [Google Scholar] [CrossRef] [PubMed]
- Luber, B.; Davis, S.W.; Deng, Z.-D.; Murphy, D.; Martella, A.; Peterchev, A.V.; Lisanby, S.H. Using diffusion tensor imaging to effectively target TMS to deep brain structures. NeuroImage 2022, 249, 118863. [Google Scholar] [CrossRef]
- Dalhuisen, I.; Smit, F.; Spijker, J.; van Oostrom, I.; van Exel, E.; van Mierlo, H.; de Waardt, D.; Arns, M.; Tendolkar, I.; van Eijndhoven, P. rTMS combined with CBT as a next step in antidepressant non-responders: A study protocol for a randomized comparison with current antidepressant treatment approaches. BMC Psychiatry 2022, 22, 88. [Google Scholar] [CrossRef]
- Zandvakili, A.; Philip, N.S.; Jones, S.R.; Tyrka, A.R.; Greenberg, B.D.; Carpenter, L.L. Use of machine learning in predicting clinical response to transcranial magnetic stimulation in comorbid posttraumatic stress disorder and major depression: A resting state electroencephalography study. J. Affect. Disord. 2019, 252, 47–54. [Google Scholar] [CrossRef]
- Kawabata, Y.; Imazu, S.-I.; Matsumoto, K.; Toyoda, K.; Kawano, M.; Kubo, Y.; Kinoshita, S.; Nishizawa, Y.; Kanazawa, T. rTMS Therapy Reduces Hypofrontality in Patients With Depression as Measured by fNIRS. Front. Psychiatry 2022, 13, 814611. [Google Scholar] [CrossRef]
- Gutierrez, M.I.; Poblete-Naredo, I.; Mercado-Gutierrez, J.A.; Toledo-Peral, C.L.; Quinzaños-Fresnedo, J.; Yanez-Suarez, O.; Gutierrez-Martinez, J. Devices and Technology in Transcranial Magnetic Stimulation: A Systematic Review. Brain Sci. 2022, 12, 1218. [Google Scholar] [CrossRef]
- Caulfield, K.A.; Fleischmann, H.H.; Cox, C.E.; Wolf, J.P.; George, M.S.; McTeague, L.M. Neuronavigation maximizes accuracy and precision in TMS positioning: Evidence from 11,230 distance, angle, electric field modeling measurements. Brain Stimulat. 2022, 15, 1192–1205. [Google Scholar] [CrossRef]
- Miron, J.-P.; Jodoin, V.D.; Montplaisir, L.; Lespérance, P. Significant differences in motor threshold between figure-8 and double-cone coils for repetitive transcranial magnetic stimulation in patients with refractory depression. Eur. J. Psychiatry 2018, 32, 195–196. [Google Scholar] [CrossRef]
- Mizutani-Tiebel, Y.; Tik, M.; Chang, K.-Y.; Padberg, F.; Soldini, A.; Wilkinson, Z.; Voon, C.C.; Bulubas, L.; Windischberger, C.; Keeser, D. Concurrent TMS-fMRI: Technical Challenges, Developments, and Overview of Previous Studies. Front. Psychiatry 2022, 13, 825205. [Google Scholar] [CrossRef]
- Cosmo, C.; Zandvakili, A.; Petrosino, N.J.; Berlow, Y.A.; Philip, N.S. Repetitive Transcranial Magnetic Stimulation for Treatment-Resistant Depression: Recent Critical Advances in Patient Care. Curr. Treat. Options Psychiatry 2021, 8, 47–63. [Google Scholar] [CrossRef]
- Shin, H.; Jeong, H.; Ryu, W.; Lee, G.; Lee, J.; Kim, D.; Song, I.-U.; Chung, Y.-A.; Lee, S. Robotic transcranial magnetic stimulation in the treatment of depression: A pilot study. Sci. Rep. 2023, 13, 14074. [Google Scholar] [CrossRef] [PubMed]
- Rosen, A.C.; Bhat, J.; Cardenas, V.; Ehrlich, T.; Horwege, A.; Mathalon, D.; Roach, B.; Glover, G.; Badran, B.; Forman, S.; et al. Targeting location relates to treatment response in active but not sham rTMS stimulation. Brain Stimul. Basic Transl. Clin. Res. Neuromodul. 2021, 14, 703–709. [Google Scholar] [CrossRef] [PubMed]
- Lu, F.; Cui, Q.; Zou, Y.; Guo, Y.; Luo, W.; Yu, Y.; Gao, J.; Cai, X.; Fu, L.; Yuan, S.; et al. Effects of rTMS Intervention on Functional Neuroimaging Activities in Adolescents with Major Depressive Disorder Measured Using Resting-State fMRI. Bioengineering 2023, 10, 1374. [Google Scholar] [CrossRef]
- Oathes, D.J.; Balderston, N.L.; Kording, K.P.; DeLuisi, J.A.; Perez, G.M.; Medaglia, J.D.; Fan, Y.; Duprat, R.J.; Satterthwaite, T.D.; Sheline, Y.I.; et al. Combining transcranial magnetic stimulation with functional magnetic resonance imaging for probing and modulating neural circuits relevant to affective disorders. WIREs Cogn. Sci. 2021, 12, e1553. [Google Scholar] [CrossRef]
- Pan, F.; Shen, Z.; Jiao, J.; Chen, J.; Li, S.; Lu, J.; Duan, J.; Wei, N.; Shang, D.; Hu, S.; et al. Neuronavigation-Guided rTMS for the Treatment of Depressive Patients With Suicidal Ideation: A Double-Blind, Randomized, Sham-Controlled Trial. Clin. Pharmacol. Ther. 2020, 108, 826–832. [Google Scholar] [CrossRef]
- Li, Y. Brain-Computer Interface Based Neuromodulation on Treatment of Depression. Highlights Sci. Eng. Technol. 2023, 74, 231–239. [Google Scholar] [CrossRef]
- Fox, M.D.; Buckner, R.L.; Liu, H.; Chakravarty, M.M.; Lozano, A.M.; Pascual-Leone, A. Resting-state networks link invasive and noninvasive brain stimulation across diverse psychiatric and neurological diseases. Proc. Natl. Acad. Sci. USA 2014, 111, E4367–E4375. [Google Scholar] [CrossRef]
- Jia, T.; Mo, L.; Li, C.; Liu, A.; Li, Z.; Ji, L. 5 Hz rTMS improves motor-imagery based BCI classification performance. In Proceedings of the 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Mexico City, Mexico, 1–5 November 2021; pp. 6116–6120. [Google Scholar] [CrossRef]
- Martin, D.M.; Su, Y.; Chan, H.F.; Dielenberg, V.; Chow, E.; Xu, M.; Wang, A.; Nikolin, S.; Moffa, A.H.; Loo, C.K. Individualised Transcranial Magnetic Stimulation Targeting of the Left Dorsolateral Prefrontal Cortex for Enhancing Cognition: A Randomised Controlled Trial. Brain Sci. 2024, 14, 299. [Google Scholar] [CrossRef]
- Mylius, A. Nexstim—How SmartFocus® TMS Works. 2024. Available online: https://www.nexstim.com/healthcare-professionals/how-smartfocusr-tms-works (accessed on 4 June 2024).
- Adamson, M.; Hadipour, A.L.; Uyulan, C.; Erguzel, T.; Cerezci, O.; Kazemi, R.; Phillips, A.; Seenivasan, S.; Shah, S.; Tarhan, N. Sex differences in rTMS treatment response: A deep learning-based EEG investigation. Brain Behav. 2022, 12, e2696. [Google Scholar] [CrossRef]
- Fang, F.; Godlewska, B.; Cho, R.Y.; Savitz, S.I.; Selvaraj, S.; Zhang, Y. Personalizing repetitive transcranial magnetic stimulation for precision depression treatment based on functional brain network controllability and optimal control analysis. NeuroImage 2022, 260, 119465. [Google Scholar] [CrossRef]
- Dong, M.S.; Rokicki, J.; Dwyer, D.; Papiol, S.; Streit, F.; Rietschel, M.; Wobrock, T.; Müller-Myhsok, B.; Falkai, P.; Westlye, L.T.; et al. Multimodal workflows optimally predict response to repetitive transcranial magnetic stimulation in patients with schizophrenia: A multisite machine learning analysis. Transl. Psychiatry 2024, 14, 196. [Google Scholar] [CrossRef] [PubMed]
- Franke, L.; Park, T.Y.; Luo, J.; Rathi, Y.; Pieper, S.; Ning, L.; Haehn, D. SlicerTMS: Real-Time Visualization of Transcranial Magnetic Stimulation for Mental Health Treatment. arXiv 2023, arXiv:2305.06459v4. [Google Scholar]
- Hernandez-Pavon, J.C.; Veniero, D.; Bergmann, T.O.; Belardinelli, P.; Bortoletto, M.; Casarotto, S.; Casula, E.P.; Farzan, F.; Fecchio, M.; Julkunen, P.; et al. TMS combined with EEG: Recommendations and open issues for data collection and analysis. Brain Stimulat. 2023, 16, 567–593. [Google Scholar] [CrossRef] [PubMed]
- Cole, E.J.; Stimpson, K.H.; Bentzley, B.S.; Gulser, M.; Cherian, K.; Tischler, C.; Nejad, R.; Pankow, H.; Choi, E.; Aaron, H.; et al. Stanford Accelerated Intelligent Neuromodulation Therapy for Treatment-Resistant Depression. Am. J. Psychiatry 2020, 177, 716–726. [Google Scholar] [CrossRef] [PubMed]
- De Risio, L.; Borgi, M.; Pettorruso, M.; Miuli, A.; Ottomana, A.M.; Sociali, A.; Martinotti, G.; Nicolò, G.; Macrì, S.; di Giannantonio, M.; et al. Recovering from depression with repetitive transcranial magnetic stimulation (rTMS): A systematic review and meta-analysis of preclinical studies. Transl. Psychiatry 2020, 10, 1–19. [Google Scholar] [CrossRef]
- Konstantinou, G.; Hui, J.; Ortiz, A.; Kaster, T.S.; Downar, J.; Blumberger, D.M.; Daskalakis, Z.J. Repetitive transcranial magnetic stimulation (rTMS) in bipolar disorder: A systematic review. Bipolar Disord. 2022, 24, 10–26. [Google Scholar] [CrossRef]
- Sciortino, D.; Pigoni, A.; Delvecchio, G.; Maggioni, E.; Schiena, G.; Brambilla, P. Role of rTMS in the treatment of cognitive impairments in Bipolar Disorder and Schizophrenia: A review of Randomized Controlled Trials. J. Affect. Disord. 2021, 280, 148–155. [Google Scholar] [CrossRef]
- Cuppone, D.; Pérez, L.G.; Cardullo, S.; Cellini, N.; Sarlo, M.; Soldatesca, S.; Chindamo, S.; Madeo, G.; Gallimberti, L. The role of repetitive transcranial magnetic stimulation (rTMS) in the treatment of behavioral addictions: Two case reports and review of the literature. J. Behav. Addict. 2021, 10, 361–370. [Google Scholar] [CrossRef]
- Iorio, R.; Rossini, P. Safety Considerations of the Use of TMS. In Navigated Transcranial Magnetic Stimulation in Neurosurgery; Springer: Cham, Switzerland, 2017; pp. 67–83. [Google Scholar] [CrossRef]
- Kim, W.-J.; Hahn, S.J.; Kim, W.-S.; Paik, N.-J. Neuronavigation-guided Repetitive Transcranial Magnetic Stimulation for Aphasia. JoVE J. Vis. Exp. 2016, 111, e53345. [Google Scholar] [CrossRef]
- Komatsu, T.; Hada, T.; Sasaki, N.; Kida, H.; Takahashi, J.; Maku, T.; Nakada, R.; Shiraishi, T.; Akiyama, S.; Kitagawa, T.; et al. Effects and safety of high-frequency rTMS in acute intracerebral hemorrhage patients: A pilot study. J. Neurol. Sci. 2022, 443, 120473. [Google Scholar] [CrossRef]
- Voigt, J.; Carpenter, L.; Leuchter, A. A systematic literature review of the clinical efficacy of repetitive transcranial magnetic stimulation (rTMS) in non-treatment resistant patients with major depressive disorder. BMC Psychiatry 2019, 19, 13. [Google Scholar] [CrossRef] [PubMed]
- Cotovio, G.; Ventura, F.; da Silva, D.R.; Pereira, P.; Oliveira-Maia, A.J. Regulatory Clearance and Approval of Therapeutic Protocols of Transcranial Magnetic Stimulation for Psychiatric Disorders. Brain Sci. 2023, 13, 1029, Erratum in Brain Sci. 2024, 14, 153. [Google Scholar] [CrossRef] [PubMed]
- Wagner, E.; Honer, W.G.; Sommer, I.E.; Koops, S.; Blumberger, D.M.; Daskalakis, Z.J.; Lange, J.J.D.-D.; Bais, L.; Knegtering, H.; Aleman, A.; et al. Repetitive transcranial magnetic stimulation (rTMS) for schizophrenia patients treated with clozapine. World J. Biol. Psychiatry 2021, 22, 14–26. [Google Scholar] [CrossRef]
- Makowiecki, K.; Stevens, N.; Cullen, C.L.; Zarghami, A.; Nguyen, P.T.; Johnson, L.; Rodger, J.; Hinder, M.R.; Barnett, M.; Young, K.M.; et al. Safety of low-intensity repetitive transcranial magneTic brAin stimUlation foR people living with mUltiple Sclerosis (TAURUS): Study protocol for a randomised controlled trial. Trials 2022, 23, 626. [Google Scholar] [CrossRef]
- Ross, J.M.; Cline, C.C.; Sarkar, M.; Truong, J.; Keller, C.J. Neural effects of TMS trains on the human prefrontal cortex. Sci. Rep. 2023, 13, 22700. [Google Scholar] [CrossRef]
- Squires, M.; Tao, X.; Elangovan, S.; Gururajan, R.; Xie, H.; Zhou, X.; Li, Y.; Acharya, U.R. DE-CGAN: Boosting rTMS Treatment Prediction with Diversity Enhancing Conditional Generative Adversarial Networks. arXiv 2024, arXiv:2404.16913. [Google Scholar] [CrossRef]
- Nazer, L.H.; Zatarah, R.; Waldrip, S.; Ke, J.X.C.; Moukheiber, M.; Khanna, A.K.; Hicklen, R.S.; Moukheiber, L.; Moukheiber, D.; Ma, H.; et al. Bias in artificial intelligence algorithms and recommendations for mitigation. PLoS Digit. Health 2023, 2, e0000278. [Google Scholar] [CrossRef]
- Tikka, S.K.; Siddiqui, M.A.; Garg, S.; Pattojoshi, A.; Gautam, M. Clinical Practice Guidelines for the Therapeutic Use of Repetitive Transcranial Magnetic Stimulation in Neuropsychiatric Disorders. Indian J. Psychiatry 2023, 65, 270. [Google Scholar] [CrossRef]
- Stultz, D.J.; Osburn, S.; Burns, T.; Pawlowska-Wajswol, S.; Walton, R. Transcranial Magnetic Stimulation (TMS) Safety with Respect to Seizures: A Literature Review. Neuropsychiatr. Dis. Treat. 2020, 16, 2989–3000. [Google Scholar] [CrossRef]
- van Rooij, S.J.H.; Arulpragasam, A.R.; McDonald, W.M.; Philip, N.S. Accelerated TMS—Moving quickly into the future of depression treatment. Neuropsychopharmacology 2024, 49, 128–137. [Google Scholar] [CrossRef]
- Bejenaru, A.M.; Malhi, N.K. Use of Repetitive Transcranial Magnetic Stimulation in Child Psychiatry. Innov. Clin. Neurosci. 2022, 19, 11–22. [Google Scholar] [PubMed]
- Wang, T.; Huang, X.; Zhao, L.; Wang, Y.; Zhang, S.; Fu, X.; Zhang, T.; Jiang, J. A bibliometric analysis of global publication trends on rTMS and aphasia. Medicine (Baltimore) 2023, 102, e33826. [Google Scholar] [CrossRef] [PubMed]
- Fitzsimmons, S.M.D.D.; Oostra, E.; Postma, T.S.; van der Werf, Y.D.; van den Heuvel, O.A. Repetitive Transcranial Magnetic Stimulation–Induced Neuroplasticity and the Treatment of Psychiatric Disorders: State of the Evidence and Future Opportunities. Biol. Psychiatry 2024, 95, 592–600. [Google Scholar] [CrossRef]
- Lee, S.; Jang, K.-I.; Yoon, S.; Chae, J.-H. The Efficacy of Miniaturized Repetitive Transcranial Magnetic Stimulation in Patients with Depression. Clin. Psychopharmacol. Neurosci. 2019, 17, 409–414. [Google Scholar] [CrossRef]
- Somaa, F.A.; de Graaf, T.A.; Sack, A.T. Transcranial Magnetic Stimulation in the Treatment of Neurological Diseases. Front. Neurol. 2022, 13, 793253. [Google Scholar] [CrossRef]
- Goldsworthy, M.R.; Hordacre, B.; Rothwell, J.C.; Ridding, M.C. Effects of rTMS on the brain: Is there value in variability? Cortex 2021, 139, 43–59. [Google Scholar] [CrossRef]
- Zhou, L.; Jin, Y.; Wu, D.; Cun, Y.; Zhang, C.; Peng, Y.; Chen, N.; Yang, X.; Zhang, S.; Ning, R.; et al. Current evidence, clinical applications, and future directions of transcranial magnetic stimulation as a treatment for ischemic stroke. Front. Neurosci. 2023, 17, 1177283. [Google Scholar] [CrossRef]
Innovation | Limitation | References |
---|---|---|
Improved power circuits | Increased complexity, cost, and heat generation | [45,46] |
IGBT and MOSFET integration | Higher complexity, cost, and maintenance | [47,48] |
Open-access TMS database | Incomplete, outdated, potential biases | [50,51] |
Efficient cooling, AI for optimization, modular designs | Balancing innovation with practicality | [49,50,51] |
Database enhancements | Implementation complexity, need for standardization | [50,51] |
Coil Type | Year | Benefits | Limitations | References |
---|---|---|---|---|
TH Coil | 2019 | Deep penetration, strong magnetic field | Complex, needs further optimization | [54] |
QBC | 2019 | Precision, reduced stimulation volume | Complex, needs further optimization | [54] |
H-DC Coil | 2020 | Safe, efficient | No significant advantage over figure-8 coils | [55] |
Air-Core Coil | 2020 | Improved focality, reduced eddy currents | Complex design | [56] |
Circular Coil | 2022 | Consistent magnetic fields | Needs more comparative data | [57] |
Multi-Locus Coil | 2023 | Faster optimization, precise control | Manufacturing challenges | [59] |
Innovation | Limitation | References |
---|---|---|
Neuronavigation with MRI for precise coil positioning | Complex, needs training | [66,67] |
Advanced software for precise stimulation control | Standardization, reliability issues | [68,69] |
User-friendly touch-screen interfaces | Cybersecurity risks | [70,71] |
Tools for simulating and visualizing target areas | High cost, compatibility issues | [68,72] |
Real-time adjustments using MRI/fMRI | Complex, specialized equipment needed | [73,78] |
AI-driven real-time treatment adjustments | Increased complexity | [79,86] |
AI-based predictive analytics for personalized treatment | Data quality, bias risk | [81,83] |
AI improves precision via MRI scan analysis | MRI accuracy, integration, cost | [84,85] |
Study Focus | Findings | Limitations | Refs. |
---|---|---|---|
2020 Meta-Analysis on Depression | rTMS reduces depressive behaviors | Method variation | [87] |
2021 Study on Bipolar Disorder | Mixed results for depression | Small samples | [88,89] |
2021 Case Studies on Addictions | Reduced cravings, improved mood | Very small sample | [90] |
Topic | Key Points | Refs. |
---|---|---|
Safety Protocols | Rigorous risk analysis for rTMS changes | [91,92] |
Efficacy in MDD | Effective after ≤1 failed medication trial | [95] |
Online rTMS | Enhances cognitive function; frequency matters | [95] |
Regulatory Approvals | Expanded psychiatric use; future schizophrenia use | [96,101] |
Informed Consent | Clear, voluntary consent, especially for vulnerable | [49,97] |
Side Effects | Monitor to prevent headaches, seizures | [97,102] |
Misuse | Prevent off-label and enhancement misuse | [97,98] |
Accessibility | Address access disparities | [97,98] |
Privacy | Protect data with tech integration | [97,98] |
AI Security | Ensure secure, unbiased AI | [99,100] |
Future Directions in rTMS | Key Points | Refs. |
---|---|---|
Market Growth | rTMS market to hit USD 2.46 billion by 2030 | [103,110] |
Device Design | Simplify, cool, and cut costs; modular designs | [70,104] |
AI Integration | AI for personalized, portable treatments | [70,104] |
Coil Technology | New coil designs; ties with neuroimaging, BCIs | [105,106] |
Imaging & Neurofeedback | MRI/fMRI with real-time neurofeedback | [107,108] |
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Tubbs, A.; Vazquez, E.A. Engineering and Technological Advancements in Repetitive Transcranial Magnetic Stimulation (rTMS): A Five-Year Review. Brain Sci. 2024, 14, 1092. https://doi.org/10.3390/brainsci14111092
Tubbs A, Vazquez EA. Engineering and Technological Advancements in Repetitive Transcranial Magnetic Stimulation (rTMS): A Five-Year Review. Brain Sciences. 2024; 14(11):1092. https://doi.org/10.3390/brainsci14111092
Chicago/Turabian StyleTubbs, Abigail, and Enrique Alvarez Vazquez. 2024. "Engineering and Technological Advancements in Repetitive Transcranial Magnetic Stimulation (rTMS): A Five-Year Review" Brain Sciences 14, no. 11: 1092. https://doi.org/10.3390/brainsci14111092
APA StyleTubbs, A., & Vazquez, E. A. (2024). Engineering and Technological Advancements in Repetitive Transcranial Magnetic Stimulation (rTMS): A Five-Year Review. Brain Sciences, 14(11), 1092. https://doi.org/10.3390/brainsci14111092