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Thomas B, Bellini G, Lee WY, Shi Y, Mogilner A, Pourfar MH. High Intensity Focused Ultrasound - Longitudinal Data on Efficacy and Safety. Tremor Other Hyperkinet Mov (N Y) 2025; 15:18. [PMID: 40351562 PMCID: PMC12063574 DOI: 10.5334/tohm.987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Accepted: 04/17/2025] [Indexed: 05/14/2025] Open
Abstract
Background High intensity focused ultrasound (HiFU) is a relatively new incisionless intervention used for treatment of essential tremor and Parkinson's disease tremor. Understanding the indications, benefits, risks and limitations of HiFU, as well as how it compares to deep brain stimulation (DBS), is important in guiding appropriate recommendations for prospective patients. Methods Current literature on efficacy and safety of HiFU in essential tremor and Parkinson's disease was reviewed. We additionally reviewed data on the patients who presented to our center for HiFU consultation, including outcomes of patients with low skull density ratios, and distances traveled for the procedure. Results/Discussion HiFU is an effective and generally well-tolerated treatment for tremor. Adverse events, especially gait instability, are typically temporary but should be discussed with patients. The risk of tremor recurrence in certain patients with Parkinson's disease is also of note. Identifying appropriate candidates for either intervention remains crucial and involves considering each patient's circumstances and preferences, potential adverse effects, and practical aspects like access to follow-up and expectations. Data on bilateral HiFU lesioning, use of HiFU in patients with low skull density ratios, and emerging targets like the pallidothalamic tract are discussed as well.
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Affiliation(s)
- Betsy Thomas
- Department of Neurology, NYU Langone Health, New York, USA
| | - Gabriele Bellini
- Marlene and Paolo Fresco Institute for Parkinson’s and Movement Disorders, NYU Langone Health, New York, USA
- Neurology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Wen-Yu Lee
- Department of Population Health, New York University Grossman School of Medicine, USA
| | - Yidan Shi
- Department of Population Health, New York University Grossman School of Medicine, USA
| | - Alon Mogilner
- Department of Neurosurgery, NYU Langone Health, New York, USA
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Shiramba A, Lane S, Ray N, Gilbertson T, Srinivasaiah R, Panicker J, Radon M, Osman-Farah J, Macerollo A. Efficacy and Safety of Magnetic Resonance-Guided Focused Ultrasound Thalamotomy in Essential Tremor: A Systematic Review and Metanalysis. Mov Disord 2025. [PMID: 40243386 DOI: 10.1002/mds.30188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Revised: 02/05/2025] [Accepted: 03/17/2025] [Indexed: 04/18/2025] Open
Abstract
BACKGROUND Magnetic resonance-guided focused ultrasound (MRgFUS) is an established surgical treatment for essential tremor, providing tremor relief without the need for an incision or general anesthesia. Meta-analyses have been limited in their exploration of the durability of the treatment effect. OBJECTIVES The study aimed to assess the treatment effect and safety of this procedure over time. Different to other meta-analyses, this study assessed the durability of efficacy over time from 1 month to 5 years follow-up. Investigating the recurrence of tremor was an important target of this work. METHODS A systematic search of the literature utilizing set search criteria was conducted with the PubMed, Scopus, Web of Science, and Cochrane library databases, in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Data analysis was conducted in R, utilizing a random-effects model for meta-analysis and a mixed-effects model for meta-regression. RESULTS Forty-five studies met the inclusion criteria, of which 42 were included in the analyses. Significant changes in hand tremor, total tremor, disability scores, and quality of life scores were demonstrated across the time points investigated, the pooled standardized mean differences being -2.36 (P < 0.0001), -2.08 (P < 0.0001), -2.85 (P < 0.0001), and -1.41 (P < 0.0001) 1 year post-operation. Sensory symptoms and unsteadiness adverse events were frequently observed, with pooled proportions of 22% (95% CI 15%; 31%) and 23% (95% CI 16%; 31%) 1 month post-MRgFUS. CONCLUSION Although the procedure demonstrated efficacy and safety across the studies evaluated, meta-regression analysis suggests a decrease in treatment effect over time that requires further investigation. © 2025 The Author(s). Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Alyssa Shiramba
- School of Medicine, University of Liverpool, Liverpool, UK
- The Walton Centre NHS Foundation Trust for Neurology and Neurosurgery, Liverpool, UK
| | - Steven Lane
- Institute of Data Health Sciences, University of Liverpool, Liverpool, UK
| | - Nicola Ray
- Department of Psychology, Manchester Metropolitan University, Manchester, UK
| | - Tom Gilbertson
- Department of Neurology, Ninewells Hospital & Medical School, Dundee, UK
- Division of Imaging Science and Technology, Medical School, University of Dundee, Dundee, UK
| | - Rajesha Srinivasaiah
- The Walton Centre NHS Foundation Trust for Neurology and Neurosurgery, Liverpool, UK
| | - Jay Panicker
- The Walton Centre NHS Foundation Trust for Neurology and Neurosurgery, Liverpool, UK
| | - Mark Radon
- The Walton Centre NHS Foundation Trust for Neurology and Neurosurgery, Liverpool, UK
| | - Jibril Osman-Farah
- The Walton Centre NHS Foundation Trust for Neurology and Neurosurgery, Liverpool, UK
| | - Antonella Macerollo
- The Walton Centre NHS Foundation Trust for Neurology and Neurosurgery, Liverpool, UK
- Department of Psychology, Manchester Metropolitan University, Manchester, UK
- Institute of Systems, Molecular and Integrative Biology, The University of Liverpool, Liverpool, UK
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Antoniou A, Evripidou N, Damianou C. Focused ultrasound heating in brain tissue/skull phantoms with 1 MHz single-element transducer. J Ultrasound 2024; 27:263-274. [PMID: 37517052 PMCID: PMC11178743 DOI: 10.1007/s40477-023-00810-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Accepted: 07/09/2023] [Indexed: 08/01/2023] Open
Abstract
PURPOSE The study aims to provide insights on the practicality of using single-element transducers for transcranial Focused Ultrasound (tFUS) thermal applications. METHODS FUS sonications were performed through skull phantoms embedding agar-based tissue mimicking gels using a 1 MHz single-element spherically focused transducer. The skull phantoms were 3D printed with Acrylonitrile Butadiene Styrene (ABS) and Resin thermoplastics having the exact skull bone geometry of a healthy volunteer. The temperature field distribution during and after heating was monitored in a 3 T Magnetic Resonance Imaging (MRI) scanner using MR thermometry. The effect of the skull's thickness on intracranial heating was investigated. RESULTS A single FUS sonication at focal acoustic intensities close to 1580 W/cm2 for 60 s in free field heated up the agar phantom to ablative temperatures reaching about 90 °C (baseline of 37 °C). The ABS skull strongly blocked the ultrasonic waves, resulting in zero temperature increase within the phantom. Considerable heating was achieved through the Resin skull, but it remained at hyperthermia levels. Conversely, tFUS through a 1 mm Resin skull showed enhanced ultrasonic penetration and heating, with the focal temperature reaching 70 °C. CONCLUSIONS The ABS skull demonstrated poorer performance in terms of tFUS compared to the Resin skull owing to its higher ultrasonic attenuation and porosity. The thin Resin phantom of 1 mm thickness provided an efficient acoustic window for delivering tFUS and heating up deep phantom areas. The results of such studies could be particularly useful for accelerating the establishment of a wider range of tFUS applications.
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Affiliation(s)
- Anastasia Antoniou
- Department of Electrical Engineering, Computer Engineering, and Informatics, Cyprus University of Technology, 30 Archbishop Kyprianou Street, 3036, Limassol, Cyprus
| | - Nikolas Evripidou
- Department of Electrical Engineering, Computer Engineering, and Informatics, Cyprus University of Technology, 30 Archbishop Kyprianou Street, 3036, Limassol, Cyprus
| | - Christakis Damianou
- Department of Electrical Engineering, Computer Engineering, and Informatics, Cyprus University of Technology, 30 Archbishop Kyprianou Street, 3036, Limassol, Cyprus.
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Hashida M, Maesawa S, Kato S, Nakatsubo D, Tsugawa T, Torii J, Tanei T, Ishizaki T, Mutoh M, Ito Y, Tsuboi T, Mizuno S, Suzuki M, Wakabayashi T, Katsuno M, Saito R. Outcomes and Prognostic Factors of Magnetic Resonance-guided Focused Ultrasound Thalamotomy for Essential Tremor at 2-year Follow-up. Neurol Med Chir (Tokyo) 2024; 64:137-146. [PMID: 38355128 PMCID: PMC11099165 DOI: 10.2176/jns-nmc.2023-0202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Accepted: 12/11/2023] [Indexed: 02/16/2024] Open
Abstract
Magnetic resonance-guided focused ultrasound (MRgFUS) thalamotomy is an effective treatment for essential tremor (ET). However, its long-term outcomes and prognostic factors remain unclear. This study aimed to retrospectively investigate 38 patients with ET who underwent MRgFUS thalamotomy and were followed up for >2 years. The improvement in tremor was evaluated using the Clinical Rating Scale for Tremor (CRST). Adverse events were documented, and correlations with factors, such as skull density ratio (SDR), maximum mean temperature (T-max), and lesion size, were examined. Furthermore, the outcomes were compared between two groups, one that met the cutoff values, which was previously reported (preoperative CRST-B ≤ 25, T-max ≥ 52.5°C, anterior-posterior size of lesion ≥ 3.9 mm, superior-inferior [SI] size of lesion > 5.5 mm), and the other that did not. The improvement rate was 59.4% on average at the 2-year follow-up. Adverse events, such as numbness (15.8%), dysarthria (10.5%), and lower extremity weakness (2.6%), were observed even after 2 years, although these were mild. The factors correlated with tremor improvement were the T-max and SI size of the lesion (p < 0.05), whereas the SDR showed no significance. Patients who met the aforementioned cutoff values demonstrated a 69.8% improvement at the 2-year follow-up, whereas others showed a 43.6% improvement (p < 0.05). In conclusion, MRgFUS is effective even after 2 years. The higher the T-max and the larger the lesion size, the better the tremor control. Previously reported cutoff values clearly predict the 2-year prognosis, indicating the usefulness of MRgFUS.
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Affiliation(s)
- Miki Hashida
- Department of Neurosurgery, Nagoya University Graduate School of Medicine
| | - Satoshi Maesawa
- Department of Neurosurgery, Nagoya University Graduate School of Medicine
- Brain and Mind Research Center, Nagoya University
| | - Sachiko Kato
- Focused Ultrasound Surgery Center, Nagoya Kyoritsu Hospital
| | | | | | - Jun Torii
- Department of Neurosurgery, Nagoya University Graduate School of Medicine
| | - Takafumi Tanei
- Department of Neurosurgery, Nagoya University Graduate School of Medicine
| | - Tomotaka Ishizaki
- Department of Neurosurgery, Nagoya University Graduate School of Medicine
| | - Manabu Mutoh
- Department of Neurosurgery, Nagoya University Graduate School of Medicine
| | - Yoshiki Ito
- Department of Neurosurgery, Nagoya University Graduate School of Medicine
| | - Takashi Tsuboi
- Department of Neurology, Nagoya University Graduate School of Medicine
| | - Satomi Mizuno
- Department of Rehabilitation Medicine, National Hospital Organization, Nagoya Medical Center
| | - Masashi Suzuki
- Department of Neurology, Nagoya University Graduate School of Medicine
- Department of Clinical Laboratory, Nagoya University Hospital
| | | | - Masahisa Katsuno
- Brain and Mind Research Center, Nagoya University
- Department of Neurology, Nagoya University Graduate School of Medicine
- Department of Clinical Research Education, Nagoya University Graduate School of Medicine
| | - Ryuta Saito
- Department of Neurosurgery, Nagoya University Graduate School of Medicine
- Brain and Mind Research Center, Nagoya University
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Rivera J, Digklia A, Christou AS, Anibal J, Vallis KA, Wood BJ, Stride E. A Review of Ultrasound-Mediated Checkpoint Inhibitor Immunotherapy. ULTRASOUND IN MEDICINE & BIOLOGY 2024; 50:1-7. [PMID: 37798210 DOI: 10.1016/j.ultrasmedbio.2023.08.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Revised: 08/11/2023] [Accepted: 08/26/2023] [Indexed: 10/07/2023]
Abstract
Over the past decade, immunotherapy has emerged as a major modality in cancer medicine. However, despite its unprecedented success, immunotherapy currently benefits only a subgroup of patients, may induce responses of limited duration and is associated with potentially treatment-limiting side effects. In addition, responses to immunotherapeutics are sometimes diminished by the emergence of a complex array of resistance mechanisms. The efficacy of immunotherapy depends on dynamic interactions between tumour cells and the immune landscape in the tumour microenvironment. Ultrasound, especially in conjunction with cavitation-promoting agents such as microbubbles, can assist in the uptake and/or local release of immunotherapeutic agents at specific target sites, thereby increasing treatment efficacy and reducing systemic toxicity. There is also increasing evidence that ultrasound and/or cavitation may themselves directly stimulate a beneficial immune response. In this review, we summarize the latest developments in the use of ultrasound and cavitation agents to promote checkpoint inhibitor immunotherapy.
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Affiliation(s)
- Jocelyne Rivera
- Center for Interventional Oncology, Interventional Radiology, National Institutes of Health Clinical Center, National Cancer Institute, Bethesda, MD, USA; Botnar Research Centre, Institute of Biomedical Engineering, University of Oxford, Oxford, UK
| | - Antonia Digklia
- Department of Oncology, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland
| | - Anna S Christou
- Center for Interventional Oncology, Interventional Radiology, National Institutes of Health Clinical Center, National Cancer Institute, Bethesda, MD, USA
| | - James Anibal
- Center for Interventional Oncology, Interventional Radiology, National Institutes of Health Clinical Center, National Cancer Institute, Bethesda, MD, USA; Computational Health Informatics Lab, Institute of Biomedical Engineering, University of Oxford, Oxford, UK
| | | | - Bradford J Wood
- Center for Interventional Oncology, Interventional Radiology, National Institutes of Health Clinical Center, National Cancer Institute, Bethesda, MD, USA
| | - Eleanor Stride
- Botnar Research Centre, Institute of Biomedical Engineering, University of Oxford, Oxford, UK.
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Kondapavulur S, Silva AB, Molinaro AM, Wang DD. A Systematic Review Comparing Focused Ultrasound Surgery With Radiosurgery for Essential Tremor. Neurosurgery 2023; 93:524-538. [PMID: 37010324 PMCID: PMC10553193 DOI: 10.1227/neu.0000000000002462] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 01/26/2023] [Indexed: 04/04/2023] Open
Abstract
BACKGROUND Focused ultrasound (FUS-T) and stereotactic radiosurgery thalamotomy (SRS-T) targeting the ventral intermediate nucleus are effective incisionless surgeries for essential tremor (ET). However, their efficacy for tremor reduction and, importantly, adverse event incidence have not been directly compared. OBJECTIVE To present a comprehensive systematic review with network meta-analysis examining both efficacy and adverse events (AEs) of FUS-T vs SRS-T for treating medically refractory ET. METHODS We conducted a systematic review and network meta-analysis according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, using the PubMed and Embase databases. We included all primary FUS-T/SRS-T studies with approximately 1-year follow-up, with unilateral Fahn-Tolosa-Marin Tremor Rating Scale or Clinical Rating Scale for Tremor scores prethalamotomy/post-thalamotomy and/or AEs. The primary efficacy outcome was Fahn-Tolosa-Marin Tremor Rating Scale A+B score reduction. AEs were reported as an estimated incidence. RESULTS Fifteen studies of 464 patients and 3 studies of 62 patients met inclusion criteria for FUS-T/SRS-T efficacy comparison, respectively. Network meta-analysis demonstrated similar tremor reduction between modalities (absolute tremor reduction: FUS-T: -11.6 (95% CI: -13.3, -9.9); SRS-T: -10.3 (95% CI: -14.2, -6.0). FUS-T had a greater 1-year adverse event rate, particularly imbalance and gait disturbances (10.5%) and sensory disturbances (8.3%). Contralateral hemiparesis (2.7%) often accompanied by speech impairment (2.4%) were most common after SRS-T. There was no correlation between efficacy and lesion volume. CONCLUSION Our systematic review found similar efficacy between FUS-T and SRS-T for ET, with trend toward higher efficacy yet greater adverse event incidence with FUS-T. Smaller lesion volumes could mitigate FUS-T off-target effects for greater safety.
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Affiliation(s)
- Sravani Kondapavulur
- Department of Neurological Surgery, UCSF, San Francisco, California, USA
- Medical Scientist Training Program, UCSF, San Francisco, California, USA
| | - Alexander B. Silva
- Department of Neurological Surgery, UCSF, San Francisco, California, USA
- Medical Scientist Training Program, UCSF, San Francisco, California, USA
| | | | - Doris D. Wang
- Department of Neurological Surgery, UCSF, San Francisco, California, USA
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Dahmani L, Bai Y, Li M, Ren J, Shen L, Ma J, Li H, Wei W, Li P, Wang D, Du L, Cui W, Liu H, Wang M. Focused ultrasound thalamotomy for tremor treatment impacts the cerebello-thalamo-cortical network. NPJ Parkinsons Dis 2023; 9:90. [PMID: 37322044 DOI: 10.1038/s41531-023-00543-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 06/05/2023] [Indexed: 06/17/2023] Open
Abstract
High-intensity Magnetic Resonance-guided Focused Ultrasound (MRgFUS) is a recent, non-invasive line of treatment for medication-resistant tremor. We used MRgFUS to produce small lesions in the thalamic ventral intermediate nucleus (VIM), an important node in the cerebello-thalamo-cortical tremor network, in 13 patients with tremor-dominant Parkinson's disease or essential tremor. Significant tremor alleviation in the target hand ensued (t(12) = 7.21, p < 0.001, two-tailed), which was strongly associated with the functional reorganization of the brain's hand region with the cerebellum (r = 0.91, p < 0.001, one-tailed). This reorganization potentially reflected a process of normalization, as there was a trend of increase in similarity between the hand cerebellar connectivity of the patients and that of a matched, healthy control group (n = 48) after treatment. Control regions in the ventral attention, dorsal attention, default, and frontoparietal networks, in comparison, exhibited no association with tremor alleviation and no normalization. More broadly, changes in functional connectivity were observed in regions belonging to the motor, limbic, visual, and dorsal attention networks, largely overlapping with regions connected to the lesion targets. Our results indicate that MRgFUS is a highly efficient treatment for tremor, and that lesioning the VIM may result in the reorganization of the cerebello-thalamo-cortical tremor network.
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Affiliation(s)
- Louisa Dahmani
- Department of Medical Imaging, Henan Provincial People's Hospital & People Hospital of Zhengzhou University, Zhengzhou, China
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Yan Bai
- Department of Medical Imaging, Henan Provincial People's Hospital & People Hospital of Zhengzhou University, Zhengzhou, China
| | - Meiling Li
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Jianxun Ren
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Lunhao Shen
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Jianjun Ma
- Department of Neurology, Henan Provincial People's Hospital & People Hospital of Zhengzhou University, Zhengzhou, China
| | - Haiyang Li
- Department of Neurosurgery, Henan Provincial People's Hospital & People Hospital of Zhengzhou University, Zhengzhou, China
| | - Wei Wei
- Department of Medical Imaging, Henan Provincial People's Hospital & People Hospital of Zhengzhou University, Zhengzhou, China
| | - Pengyu Li
- Department of Medical Imaging, Henan Provincial People's Hospital & People Hospital of Zhengzhou University, Zhengzhou, China
| | - Danhong Wang
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Lei Du
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA
| | | | - Hesheng Liu
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA.
- Changping Laboratory, Beijing, China.
- Biomedical Pioneering Innovation Center, Peking University, Beijing, China.
| | - Meiyun Wang
- Department of Medical Imaging, Henan Provincial People's Hospital & People Hospital of Zhengzhou University, Zhengzhou, China.
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Yuen J, Goyal A, Kaufmann TJ, Jackson LM, Miller KJ, Klassen BT, Dhawan N, Lee KH, Lehman VT. Comparison of the impact of skull density ratio with alternative skull metrics on magnetic resonance-guided focused ultrasound thalamotomy for tremor. J Neurosurg 2023; 138:50-57. [PMID: 35901729 DOI: 10.3171/2022.5.jns22350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 05/12/2022] [Indexed: 01/04/2023]
Abstract
OBJECTIVE One of the key metrics that is used to predict the likelihood of success of MR-guided focused ultrasound (MRgFUS) thalamotomy is the overall calvarial skull density ratio (SDR). However, this measure does not fully predict the sonication parameters that would be required or the technical success rates. The authors aimed to assess other skull characteristics that may also contribute to technical success. METHODS The authors retrospectively studied consecutive patients with essential tremor who were treated by MRgFUS at their center between 2017 and 2021. They evaluated the correlation between the different treatment parameters, particularly maximum power and energy delivered, with a range of patients' skull metrics and demographics. Machine learning algorithms were applied to investigate whether sonication parameters could be predicted from skull density metrics alone and whether including combined local transducer SDRs with overall calvarial SDR would increase model accuracy. RESULTS A total of 62 patients were included in the study. The mean age was 77.1 (SD 9.2) years, and 78% of treatments (49/63) were performed in males. The mean SDR was 0.51 (SD 0.10). Among the evaluated metrics, SDR had the highest correlation with the maximum power used in treatment (ρ = -0.626, p < 0.001; proportion of local SDR values ≤ 0.8 group also had ρ = +0.626, p < 0.001) and maximum energy delivered (ρ = -0.680, p < 0.001). Machine learning algorithms achieved a moderate ability to predict maximum power and energy required from the local and overall SDRs (accuracy of approximately 80% for maximum power and approximately 55% for maximum energy), and high ability to predict average maximum temperature reached from the local and overall SDRs (approximately 95% accuracy). CONCLUSIONS The authors compared a number of skull metrics against SDR and showed that SDR was one of the best indicators of treatment parameters when used alone. In addition, a number of other machine learning algorithms are proposed that may be explored to improve its accuracy when additional data are obtained. Additional metrics related to eventual sonication parameters should also be identified and explored.
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Affiliation(s)
- Jason Yuen
- 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Abhinav Goyal
- 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
| | | | | | - Kai J Miller
- 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
| | | | | | - Kendall H Lee
- 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Vance T Lehman
- 4Department of Radiology, Mayo Clinic, Rochester, Minnesota
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Voice Tremor and Botulinum Neurotoxin Therapy: A Contemporary Review. Toxins (Basel) 2022; 14:toxins14110773. [PMID: 36356023 PMCID: PMC9698548 DOI: 10.3390/toxins14110773] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 11/02/2022] [Accepted: 11/07/2022] [Indexed: 11/11/2022] Open
Abstract
Voice tremor is a common, yet debilitating symptom for patients suffering from a number of tremor-associated disorders. The key to targeting effective treatments for voice tremor requires a fundamental understanding of the pathophysiology that underpins the tremor mechanism and accurate identification of the disease in affected patients. An updated review of the literature detailing the current understanding of voice tremor (with or without essential tremor), its accurate diagnosis and targeted treatment options was conducted, with a specific focus on the role of botulinum neurotoxin. Judicious patient selection, following detailed characterisation of voice tremor qualities, is essential to optimising treatment outcomes for botulinum neurotoxin therapy, as well as other targeted therapies. Further focused investigation is required to characterise the response to targeted treatment in voice tremor patients and to guide the development of innovative treatment options.
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Abstract
PURPOSE OF REVIEW To review the most recent evidence about the clinical applicability of transcranial MRI-guided focused ultrasound (MRgFUS), including clinical evidence and indications, recent technical developments for its use and future prospects. RECENT FINDINGS Unilateral MRgFUS thalamotomy for both essential and parkinsonian tremors is an approved and well established therapy. Recent studies have focused on its long-term safety and efficacy as well as technical advances for refining the approach. Moreover, ultrasound has expanded its application in Parkinson's disease, with clinical trials successfully targeting other brain regions like the subthalamic nucleus, the globus pallidus and the pallidothalamic tract, providing benefits for features that thalamotomy neglects. New indications, such as focal dystonia or neuropsychiatric conditions (namely obsessive-compulsive disorder and depression) have also been explored, with encouraging preliminary results. Finally, the application of ultrasound in low-intensity modality allows other approaches like focal blood-brain barrier opening and neuromodulation, which promise to be highly relevant in translational research. SUMMARY MRgFUS is a growing emergent technique. Its application in clinical routine is becoming widely accepted as a therapeutic option. Novel approaches and new potential applications are anticipated.
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