1
|
Ge C, Masalehdan T, Shojaei Baghini M, Duran Toro V, Signorelli L, Thomson H, Gregurec D, Heidari H. Microfabrication Technologies for Nanoinvasive and High-Resolution Magnetic Neuromodulation. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2404254. [PMID: 39445520 PMCID: PMC11633526 DOI: 10.1002/advs.202404254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 09/23/2024] [Indexed: 10/25/2024]
Abstract
The increasing demand for precise neuromodulation necessitates advancements in techniques to achieve higher spatial resolution. Magnetic stimulation, offering low signal attenuation and minimal tissue damage, plays a significant role in neuromodulation. Conventional transcranial magnetic stimulation (TMS), though noninvasive, lacks the spatial resolution and neuron selectivity required for spatially precise neuromodulation. To address these limitations, the next generation of magnetic neurostimulation technologies aims to achieve submillimeter-resolution and selective neuromodulation with high temporal resolution. Invasive and nanoinvasive magnetic neurostimulation are two next-generation approaches: invasive methods use implantable microcoils, while nanoinvasive methods use magnetic nanoparticles (MNPs) to achieve high spatial and temporal resolution of magnetic neuromodulation. This review will introduce the working principles, technical details, coil designs, and potential future developments of these approaches from an engineering perspective. Furthermore, the review will discuss state-of-the-art microfabrication in depth due to its irreplaceable role in realizing next-generation magnetic neuromodulation. In addition to reviewing magnetic neuromodulation, this review will cover through-silicon vias (TSV), surface micromachining, photolithography, direct writing, and other fabrication technologies, supported by case studies, providing a framework for the integration of magnetic neuromodulation and microelectronics technologies.
Collapse
Affiliation(s)
- Changhao Ge
- Microelectronics Lab (meLAB)James Watt School of EngineeringUniversity of GlasgowGlasgowG12 8QQUK
| | - Tahereh Masalehdan
- Microelectronics Lab (meLAB)James Watt School of EngineeringUniversity of GlasgowGlasgowG12 8QQUK
| | - Mahdieh Shojaei Baghini
- Microelectronics Lab (meLAB)James Watt School of EngineeringUniversity of GlasgowGlasgowG12 8QQUK
| | - Vicente Duran Toro
- Biointerfaces lab, Faculty of SciencesFriedrich‐Alexander‐Universität Erlangen‐NürnbergHenkestraße 9191052ErlangenGermany
| | - Lorenzo Signorelli
- Biointerfaces lab, Faculty of SciencesFriedrich‐Alexander‐Universität Erlangen‐NürnbergHenkestraße 9191052ErlangenGermany
| | - Hannah Thomson
- Microelectronics Lab (meLAB)James Watt School of EngineeringUniversity of GlasgowGlasgowG12 8QQUK
| | - Danijela Gregurec
- Biointerfaces lab, Faculty of SciencesFriedrich‐Alexander‐Universität Erlangen‐NürnbergHenkestraße 9191052ErlangenGermany
| | - Hadi Heidari
- Microelectronics Lab (meLAB)James Watt School of EngineeringUniversity of GlasgowGlasgowG12 8QQUK
| |
Collapse
|
2
|
Huang P, Xu L, Xie Y. Biomedical Applications of Electromagnetic Detection: A Brief Review. BIOSENSORS 2021; 11:225. [PMID: 34356696 PMCID: PMC8301974 DOI: 10.3390/bios11070225] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 06/29/2021] [Accepted: 07/03/2021] [Indexed: 01/01/2023]
Abstract
This paper presents a review on the biomedical applications of electromagnetic detection in recent years. First of all, the thermal, non-thermal, and cumulative thermal effects of electromagnetic field on organism and their biological mechanisms are introduced. According to the electromagnetic biological theory, the main parameters affecting electromagnetic biological effects are frequency and intensity. This review subsequently makes a brief review about the related biomedical application of electromagnetic detection and biosensors using frequency as a clue, such as health monitoring, food preservation, and disease treatment. In addition, electromagnetic detection in combination with machine learning (ML) technology has been used in clinical diagnosis because of its powerful feature extraction capabilities. Therefore, the relevant research involving the application of ML technology to electromagnetic medical images are summarized. Finally, the future development to electromagnetic detection for biomedical applications are presented.
Collapse
Affiliation(s)
- Pu Huang
- School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing 100191, China;
| | - Lijun Xu
- Beijing Advanced Innovation Centre for Big Data-Based Precision Medicine, Beihang University, Beijing 100191, China;
| | - Yuedong Xie
- School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing 100191, China;
- Beijing Advanced Innovation Centre for Big Data-Based Precision Medicine, Beihang University, Beijing 100191, China;
| |
Collapse
|
3
|
Brandt SJ, Oral HY, Arellano-Bravo C, Plawecki MH, Hummer TA, Francis MM. Repetitive Transcranial Magnetic Stimulation as a Therapeutic and Probe in Schizophrenia: Examining the Role of Neuroimaging and Future Directions. Neurotherapeutics 2021; 18:827-844. [PMID: 33844154 PMCID: PMC8423934 DOI: 10.1007/s13311-021-01046-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/23/2021] [Indexed: 12/31/2022] Open
Abstract
Schizophrenia is a complex condition associated with perceptual disturbances, decreased motivation and affect, and disrupted cognition. Individuals living with schizophrenia may experience myriad poor outcomes, including impairment in independent living and function as well as decreased life expectancy. Though existing treatments may offer benefit, many individuals still experience treatment resistant and disabling symptoms. In light of the negative outcomes associated with schizophrenia and the limitations in currently available treatments, there is a significant need for novel therapeutic interventions. Repetitive transcranial magnetic stimulation (rTMS) is a non-invasive brain stimulation technique that can modulate the activity of discrete cortical regions, allowing direct manipulation of local brain activation and indirect manipulation of the target's associated neural networks. rTMS has been studied in schizophrenia for the treatment of auditory hallucinations, negative symptoms, and cognitive deficits, with mixed results. The field's inability to arrive at a consensus on the use rTMS in schizophrenia has stemmed from a variety of issues, perhaps most notably the significant heterogeneity amongst existing trials. In addition, it is likely that factors specific to schizophrenia, rather than the rTMS itself, have presented barriers to the interpretation of existing results. However, advances in approaches to rTMS as a biologic probe and therapeutic, many of which include the integration of neuroimaging with rTMS, offer hope that this technology may still play a role in improving the understanding and treatment of schizophrenia.
Collapse
Affiliation(s)
- Stephen J Brandt
- Indiana University School of Medicine, Department of Psychiatry, 355W 16 St., Indianapolis, IN, USA
| | - Halimah Y Oral
- Indiana University School of Medicine, Department of Psychiatry, 355W 16 St., Indianapolis, IN, USA
| | - Carla Arellano-Bravo
- Indiana University School of Medicine, Department of Psychiatry, 355W 16 St., Indianapolis, IN, USA
| | - Martin H Plawecki
- Indiana University School of Medicine, Department of Psychiatry, 355W 16 St., Indianapolis, IN, USA
| | - Tom A Hummer
- Indiana University School of Medicine, Department of Psychiatry, 355W 16 St., Indianapolis, IN, USA
| | - Michael M Francis
- Indiana University School of Medicine, Department of Psychiatry, 355W 16 St., Indianapolis, IN, USA.
| |
Collapse
|
4
|
da Silva Machado CB, da Silva LM, Gonçalves AF, de Andrade PR, Mendes CKTT, de Assis TJCF, Godeiro Júnior CDO, Andrade SM. Multisite non-invasive brain stimulation in Parkinson's disease: A scoping review. NeuroRehabilitation 2021; 49:515-531. [PMID: 34776426 PMCID: PMC8764602 DOI: 10.3233/nre-210190] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 10/18/2021] [Indexed: 12/03/2022]
Abstract
BACKGROUND Parkinson's disease (PD) is a progressive neurodegenerative disorder, characterized by cardinal motor symptoms in addition to cognitive impairment. New insights concerning multisite non-invasive brain stimulation effects have been gained, which can now be used to develop innovative treatment approaches. OBJECTIVE Map the researchs involving multisite non-invasive brain stimulation in PD, synthesize the available evidence and discuss future directions. METHODS The databases PubMed, PsycINFO, CINAHL, LILACS and The Cochrane Library were searched from inception until April 2020, without restrictions on the date of publication or the language in which it was published. The reviewers worked in pairs and sequentially evaluated the titles, abstracts and then the full text of all publications identified as potentially relevant. RESULTS Twelve articles met the inclusion criteria. The target brain regions included mainly the combination of a motor and a frontal area, such as stimulation of the primary motor córtex associated with the dorsolateral prefrontal cortex. Most of the trials showed that this modality was only more effective for the motor component, or for the cognitive and/or non-motor, separately. CONCLUSIONS Despite the results being encouraging for the use of the multisite aproach, the indication for PD management should be carried out with caution and deserves scientific deepening.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Clécio de Oliveira Godeiro Júnior
- Division of Neurology, CHU of Grenoble, Grenoble Alpes University, La Tronche, Grenoble, France
- Division of Neurology, Hospital Universitario Onofre Lopes, Federal University of Rio Grande do Norte, Natal, Brazil
| | | |
Collapse
|
5
|
Gomez-Tames J, Laakso I, Hirata A. Review on biophysical modelling and simulation studies for transcranial magnetic stimulation. ACTA ACUST UNITED AC 2020; 65:24TR03. [DOI: 10.1088/1361-6560/aba40d] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
|
6
|
Chen Y, Gao G, Xiong H, Liu J, Wang Y. A multi-channel parameters adjustable magnetic field generator. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2020; 91:024709. [PMID: 32113457 DOI: 10.1063/1.5125152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Accepted: 01/27/2020] [Indexed: 06/10/2023]
Abstract
In order to increase the security and flexibility of the magnetic field generator, a multi-channel parameters adjustable (MCPA) magnetic field generator is designed and implemented in this paper. The circuit topology of the MCPA magnetic field generator is presented. The working principle of MCPA is analyzed. The pulse current is measured and verified by experiments. The results show that the pulsed current amplitude is adjustable under 1000 A, the adjustment range of the effective pulse width is 0-160 µs, and the adjustment range of the frequency is 1-10 Hz. The magnetic field intensity at 2.5 cm below the scalp of the brain was measured when the three channels were working at the same time. It can be seen that the intensity of the magnetic field in the central area is apparently higher than that in the surrounding. The channels of MCPA can also be chosen flexibly as needed. Therefore, it has a very high application and research value in the field of biological magnetism therapy.
Collapse
Affiliation(s)
- Yimei Chen
- School of Electrical Engineering and Automation, Tiangong University, Tianjin 300387, China
| | - Guohui Gao
- School of Electrical Engineering and Automation, Tiangong University, Tianjin 300387, China
| | - Hui Xiong
- School of Electrical Engineering and Automation, Tiangong University, Tianjin 300387, China
| | - Jinzhen Liu
- School of Electrical Engineering and Automation, Tiangong University, Tianjin 300387, China
| | - Yuling Wang
- School of Electrical Engineering and Automation, Tiangong University, Tianjin 300387, China
| |
Collapse
|
7
|
Xiong H, Qiu B, Liu J. An improved multi-swarm particle swarm optimizer for optimizing the electric field distribution of multichannel transcranial magnetic stimulation. Artif Intell Med 2020; 104:101790. [PMID: 32499010 DOI: 10.1016/j.artmed.2020.101790] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Revised: 01/02/2020] [Accepted: 01/02/2020] [Indexed: 11/16/2022]
Abstract
Multichannel transcranial magnetic stimulation (mTMS) is a therapeutic method to improve psychiatric diseases, which has a flexible working pattern used to different applications. In order to make the electric field distribution in the brain meet the treatment expectations, we have developed a novel multi-swam particle swarm optimizer (NMSPSO) to optimize the current configuration of double layer coil array. To balance the exploration and exploitation abilities, three novel improved strategies are used in NMSPSO based on multi-swarm particle swarm optimizer. Firstly, a novel information exchange strategy is achieved by individual exchanges between sub-swarms. Secondly, a novel leaning strategy is used to control knowledge dissemination in the population, which not only increases the diversity of the particles but also guarantees the convergence. Finally, a novel mutation strategy is introduced, which can help the population jump out of the local optimum for better exploration ability. The method is examined on a set of well-known benchmark functions and the results show that NMSPSO has better performance than many particle swarm optimization variants. And the superior electric field distribution in mTMS can be obtained by NMSPSO to optimize the current configuration of the double layer coil array.
Collapse
Affiliation(s)
- Hui Xiong
- School of Electrical Engineering and Automation, TIANGONG University, Tianjin 300387, China; Key Laboratory of Advanced Electrical Engineering and Energy Technology, TIANGONG University, Tianjin 300387, China.
| | - Bowen Qiu
- School of Electrical Engineering and Automation, TIANGONG University, Tianjin 300387, China; Key Laboratory of Advanced Electrical Engineering and Energy Technology, TIANGONG University, Tianjin 300387, China
| | - Jinzhen Liu
- School of Electrical Engineering and Automation, TIANGONG University, Tianjin 300387, China; Key Laboratory of Advanced Electrical Engineering and Energy Technology, TIANGONG University, Tianjin 300387, China
| |
Collapse
|
8
|
Yoon K, Lee W, Lee JE, Xu L, Croce P, Foley L, Yoo SS. Effects of sonication parameters on transcranial focused ultrasound brain stimulation in an ovine model. PLoS One 2019; 14:e0224311. [PMID: 31648261 PMCID: PMC6812789 DOI: 10.1371/journal.pone.0224311] [Citation(s) in RCA: 77] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Accepted: 10/10/2019] [Indexed: 01/01/2023] Open
Abstract
Low-intensity focused ultrasound (FUS) has significant potential as a non-invasive brain stimulation modality and novel technique for functional brain mapping, particularly with its advantage of greater spatial selectivity and depth penetration compared to existing non-invasive brain stimulation techniques. As previous studies, primarily carried out in small animals, have demonstrated that sonication parameters affect the stimulation efficiency, further investigation in large animals is necessary to translate this technique into clinical practice. In the present study, we examined the effects of sonication parameters on the transient modification of excitability of cortical and thalamic areas in an ovine model. Guided by anatomical and functional neuroimaging data specific to each animal, 250 kHz FUS was transcranially applied to the primary sensorimotor area associated with the right hind limb and its thalamic projection in sheep (n = 10) across multiple sessions using various combinations of sonication parameters. The degree of effect from FUS was assessed through electrophysiological responses, through analysis of electromyogram and electroencephalographic somatosensory evoked potentials for evaluation of excitatory and suppressive effects, respectively. We found that the modulatory effects were transient and reversible, with specific sonication parameters outperforming others in modulating regional brain activity. Magnetic resonance imaging and histological analysis conducted at different time points after the final sonication session, as well as behavioral observations, showed that repeated exposure to FUS did not damage the underlying brain tissue. Our results suggest that FUS-mediated, non-invasive, region-specific bimodal neuromodulation can be safely achieved in an ovine model, indicating its potential for translation into human studies.
Collapse
Affiliation(s)
- Kyungho Yoon
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Wonhye Lee
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Ji Eun Lee
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Linda Xu
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Phillip Croce
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Lori Foley
- Translational Discovery Laboratory, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Seung-Schik Yoo
- Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| |
Collapse
|
9
|
Minusa S, Muramatsu S, Osanai H, Tateno T. A multichannel magnetic stimulation system using submillimeter-sized coils: system development and experimental application to rodent brain in vivo. J Neural Eng 2019; 16:066014. [DOI: 10.1088/1741-2552/ab3187] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
|