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O'Flynn LC, Domingo A, Hamzehei Sichani A, Nishiyama A, Hincher M, Yadav R, Ozelius LJ, Simonyan K. The Vodka Trial: Clinical and Genetic Characteristics of Alcohol Responsiveness in Laryngeal Dystonia. Mov Disord Clin Pract 2025. [PMID: 40265962 DOI: 10.1002/mdc3.70097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2025] [Revised: 03/31/2025] [Accepted: 04/05/2025] [Indexed: 04/24/2025] Open
Abstract
BACKGROUND Laryngeal dystonia (LD) is isolated task-specific focal dystonia, predominantly impairing speech production. Clinical observations and population survey studies have reported that up to 58% of patients with LD may have symptom improvement following alcohol intake. OBJECTIVES To determine the objective characteristics of alcohol responsiveness in LD using a standardized alcohol challenge test and genetic testing. METHODS A total of 109 patients with isolated focal LD participated in the study. Patients were administered two non-diluted drinks of 40-proof vodka 30 min apart, followed by assessments of voice symptoms, breath alcohol content, and side effects. Patients were considered alcohol-responsive (EtOH+) if their symptoms changed by ≥10% from baseline. Whole-exome sequencing was performed to identify genetic variants associated with the alcohol responsiveness of LD. RESULTS All patients tolerated the standardized alcohol challenge test without major adverse events. Fifty-two patients (47.7%) had an average of 44.4 ± 25.0% improvement of LD symptoms about 45 min after alcohol intake. Five genetic variants in GABAergic pathway-related genes were enriched in EtOH+ patients, and two of these, rs11644926 (ADCY7) and rs2230741 (ADCY9), were associated with the improvement of dystonic voice symptoms. CONCLUSIONS Alcohol responsiveness of LD symptoms is a robust feature related to the genes regulating the GABAergic synapses. This finding provides support for the evaluation of novel oral medications with mechanisms of action similar to alcohol for the treatment of patients with alcohol-responsive dystonia.
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Affiliation(s)
- Lena C O'Flynn
- Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear and Harvard Medical School, Boston, Massachusetts, USA
- Program in Speech Hearing Bioscience and Technology, Harvard University, Boston, Massachusetts, USA
| | - Aloysius Domingo
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- Program for Medical and Population Genomics, Broad Institute, Cambridge, Massachusetts, USA
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Azadeh Hamzehei Sichani
- Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear and Harvard Medical School, Boston, Massachusetts, USA
| | - Ayumi Nishiyama
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Madison Hincher
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Rachita Yadav
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- Program for Medical and Population Genomics, Broad Institute, Cambridge, Massachusetts, USA
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Laurie J Ozelius
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Kristina Simonyan
- Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear and Harvard Medical School, Boston, Massachusetts, USA
- Program in Speech Hearing Bioscience and Technology, Harvard University, Boston, Massachusetts, USA
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
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Lee CW, Krüger MT, Akram H, Zrinzo L, Yang W, Hamilton N, Rubin JS, Birchall MA, Fishman JM. Neuromodulation for Laryngeal Dystonia: A Systematic Review. J Voice 2025:S0892-1997(25)00111-0. [PMID: 40164525 DOI: 10.1016/j.jvoice.2025.03.017] [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: 01/13/2025] [Revised: 03/06/2025] [Accepted: 03/07/2025] [Indexed: 04/02/2025]
Abstract
OBJECTIVE The aim of this study was to systematically review and evaluate neuromodulation therapies that are currently being explored/used in the treatment of laryngeal dystonia (LD). METHODS A systematic review of the literature was performed following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines searching Embase, Medline, and Cochrane with the cover period January 1960-August 2024. The search strategy used was (("Laryngeal Dystonia" OR "Spasmodic Dysphonia") AND ("Neuromodulation" OR "Deep Brain Stimulation")). Articles were reviewed and screened based on the set inclusion and exclusion criteria. The Joanna Briggs Institute Critical Appraisal Checklists were used to assess the risk of bias in the included studies. Patient demographics and diagnosis, neuromodulation therapy used and its details, voice outcomes, and complications were extracted from each of the studies. A narrative review was subsequently synthesized. RESULTS Twelve studies met the selection criteria and were included. In total, 130 LD patients were identified with the following neuromodulation therapies being evaluated for their use in LD: vibro-tactile stimulation, laryngeal electrical stimulation, pharmacologic (sodium oxybate), repetitive transcranial magnetic stimulation, and deep brain stimulation (DBS). All included studies reported various degrees of improvement in patients' voice symptoms with the neuromodulation therapy used. No definitive conclusion could be drawn for their efficacy within the included studies consisting of six case reports, three proof-of-concept/pilot studies, and three phase I clinical trials that used a number of different voice outcome measures used to report treatment effects, and a general lack of long-term follow-up. No significant complications were reported for any of the neuromodulation therapies. CONCLUSION Most neuromodulation therapies being explored for LD are at a very early exploratory stage. Although more clinical trials are required, from the available evidence, sodium oxybate and DBS currently appear to have the most potential for translation into clinical practice.
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Affiliation(s)
- Chang Woo Lee
- Department of Laryngology, National Voice Centre, Royal National ENT Hospital, University College London Hospitals NHS Foundation Trust, London, United Kingdom; UCL Division of Surgery and Interventional Science, London, United Kingdom.
| | - Marie T Krüger
- Functional Neurosurgery Unit, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, United Kingdom; UCL Queen Square Institute of Neurology, London, United Kingdom
| | - Harith Akram
- Functional Neurosurgery Unit, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, United Kingdom; UCL Queen Square Institute of Neurology, London, United Kingdom
| | - Ludvic Zrinzo
- Functional Neurosurgery Unit, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, United Kingdom; UCL Queen Square Institute of Neurology, London, United Kingdom
| | - Wanding Yang
- Department of Laryngology, National Voice Centre, Royal National ENT Hospital, University College London Hospitals NHS Foundation Trust, London, United Kingdom
| | - Nick Hamilton
- Department of Laryngology, National Voice Centre, Royal National ENT Hospital, University College London Hospitals NHS Foundation Trust, London, United Kingdom; UCL Ear Institute, London, United Kingdom
| | - John S Rubin
- Department of Laryngology, National Voice Centre, Royal National ENT Hospital, University College London Hospitals NHS Foundation Trust, London, United Kingdom; UCL Division of Surgery and Interventional Science, London, United Kingdom
| | - Martin A Birchall
- Department of Laryngology, National Voice Centre, Royal National ENT Hospital, University College London Hospitals NHS Foundation Trust, London, United Kingdom; UCL Ear Institute, London, United Kingdom
| | - Jonathan M Fishman
- Department of Laryngology, National Voice Centre, Royal National ENT Hospital, University College London Hospitals NHS Foundation Trust, London, United Kingdom; UCL Division of Surgery and Interventional Science, London, United Kingdom
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Kshatriya N, Battistella G, Simonyan K. Structural and functional brain alterations in laryngeal dystonia: A coordinate-based activation likelihood estimation meta-analysis. Hum Brain Mapp 2024; 45:e70000. [PMID: 39305101 PMCID: PMC11415616 DOI: 10.1002/hbm.70000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 08/02/2024] [Indexed: 10/15/2024] Open
Abstract
Laryngeal dystonia (LD) is an isolated, task-specific, focal dystonia characterized by intermittent spasms of laryngeal muscles impairing speech production. Although recent studies have demonstrated neural alterations in LD, the consistency of findings across studies is not well-established, limiting their translational applicability. We conducted a systematic literature search to identify studies reporting stereotactic coordinates of peak structural and functional abnormalities in LD patients compared to healthy controls, followed by a coordinate-based activation likelihood estimation meta-analysis. A total of 21 functional and structural neuroimaging studies, including 31 experiments in 521 LD patients and 448 healthy controls, met the study inclusion criteria. The multimodal meta-analysis of these studies identified abnormalities in the bilateral primary motor cortices, the left inferior parietal lobule and striatum, the right insula, and the supplementary motor area in LD patients compared to healthy controls. The meta-analytical findings reinforce the current view of dystonia as a neural network disorder and consolidate evidence for future investigations probing these targets with new therapies.
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Affiliation(s)
- Nyah Kshatriya
- Department of Otolaryngology‐Head and Neck SurgeryMassachusetts Eye and Ear and Harvard Medical SchoolBostonMassachusettsUSA
- Program in Speech Hearing Bioscience and TechnologyHarvard UniversityBostonMassachusettsUSA
| | - Giovanni Battistella
- Department of Otolaryngology‐Head and Neck SurgeryMassachusetts Eye and Ear and Harvard Medical SchoolBostonMassachusettsUSA
| | - Kristina Simonyan
- Department of Otolaryngology‐Head and Neck SurgeryMassachusetts Eye and Ear and Harvard Medical SchoolBostonMassachusettsUSA
- Program in Speech Hearing Bioscience and TechnologyHarvard UniversityBostonMassachusettsUSA
- Department of NeurologyMassachusetts General HospitalBostonMassachusettsUSA
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Liu B, Mao Z, Yan X, Yang H, Xu J, Feng Z, Zhang Y, Yu X. Structural network topologies are associated with deep brain stimulation outcomes in Meige syndrome. Neurotherapeutics 2024; 21:e00367. [PMID: 38679556 PMCID: PMC11284554 DOI: 10.1016/j.neurot.2024.e00367] [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: 11/04/2023] [Revised: 04/18/2024] [Accepted: 04/19/2024] [Indexed: 05/01/2024] Open
Abstract
Deep brain stimulation (DBS) is an effective therapy for Meige syndrome (MS). However, the DBS efficacy varies across MS patients and the factors contributing to the variable responses remain enigmatic. We aim to explain the difference in DBS efficacy from a network perspective. We collected preoperative T1-weighted MRI images of 76 MS patients who received DBS in our center. According to the symptomatic improvement rates, all MS patients were divided into two groups: the high improvement group (HIG) and the low improvement group (LIG). We constructed group-level structural covariance networks in each group and compared the graph-based topological properties and interregional connections between groups. Subsequent functional annotation and correlation analyses were also conducted. The results indicated that HIG showed a higher clustering coefficient, longer characteristic path length, lower small-world index, and lower global efficiency compared with LIG. Different nodal betweennesses and degrees between groups were mainly identified in the precuneus, sensorimotor cortex, and subcortical nuclei, among which the gray matter volume of the left precentral gyrus and left thalamus were positively correlated with the symptomatic improvement rates. Moreover, HIG had enhanced interregional connections within the somatomotor network and between the somatomotor network and default-mode network relative to LIG. We concluded that the high and low DBS responders have notable differences in large-scale network architectures. Our study sheds light on the structural network underpinnings of varying DBS responses in MS patients.
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Affiliation(s)
- Bin Liu
- Medical School of Chinese PLA, Beijing, 100853, China; Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, 100853, China
| | - Zhiqi Mao
- Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, 100853, China
| | - Xinyuan Yan
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Hang Yang
- Chinese Institute for Brain Research, Beijing, 102206, China
| | - Junpeng Xu
- Medical School of Chinese PLA, Beijing, 100853, China; Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, 100853, China
| | - Zhebin Feng
- Medical School of Chinese PLA, Beijing, 100853, China; Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, 100853, China
| | - Yanyang Zhang
- Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, 100853, China.
| | - Xinguang Yu
- Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, 100853, China.
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Wagle Shukla A. Basis of movement control in dystonia and why botulinum toxin should influence it? Toxicon 2024; 237:107251. [PMID: 37574115 DOI: 10.1016/j.toxicon.2023.107251] [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: 05/23/2023] [Revised: 07/31/2023] [Accepted: 08/10/2023] [Indexed: 08/15/2023]
Abstract
Dystonia is a network disorder involving multiple brain regions, such as the motor cortex, sensory cortex, basal ganglia, and cerebellum. Botulinum toxin (BoNT) is the first-line therapy for treating focal dystonia and is a potent molecule that blocks the release of acetylcholine at the peripheral neuromuscular junction. However, the clinical benefits of BoNT are not solely related to peripheral muscle relaxation or modulation of afferent input from the muscle spindle. An increasing body of evidence, albeit in smaller cohorts, has shown that BoNT leads to distant modulation of the pathological brain substrates implicated in dystonia. A single treatment session of BoNT has been observed to reduce excessive motor excitability and improve sensory processing. Furthermore, owing to plasticity effects that are induced by botulinum, neural reorganization of pathological networks occurs, presumably leading to defective motor programs of dystonia replaced with normal movement patterns. However, longitudinal studies investigating the effects of multiple treatment sessions in large, well-characterized homogenous cohorts of dystonia will provide further compelling evidence supporting central botulinum mechanisms.
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Affiliation(s)
- Aparna Wagle Shukla
- Department of Neurology, Fixel Institute for Neurological Diseases, University of Florida, 3009 Williston Road, Gainesville, 32608, Florida, United States.
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Gill JS, Nguyen MX, Hull M, van der Heijden ME, Nguyen K, Thomas SP, Sillitoe RV. Function and dysfunction of the dystonia network: an exploration of neural circuits that underlie the acquired and isolated dystonias. DYSTONIA 2023; 2:11805. [PMID: 38273865 PMCID: PMC10810232 DOI: 10.3389/dyst.2023.11805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
Abstract
Dystonia is a highly prevalent movement disorder that can manifest at any time across the lifespan. An increasing number of investigations have tied this disorder to dysfunction of a broad "dystonia network" encompassing the cerebellum, thalamus, basal ganglia, and cortex. However, pinpointing how dysfunction of the various anatomic components of the network produces the wide variety of dystonia presentations across etiologies remains a difficult problem. In this review, a discussion of functional network findings in non-mendelian etiologies of dystonia is undertaken. Initially acquired etiologies of dystonia and how lesion location leads to alterations in network function are explored, first through an examination of cerebral palsy, in which early brain injury may lead to dystonic/dyskinetic forms of the movement disorder. The discussion of acquired etiologies then continues with an evaluation of the literature covering dystonia resulting from focal lesions followed by the isolated focal dystonias, both idiopathic and task dependent. Next, how the dystonia network responds to therapeutic interventions, from the "geste antagoniste" or "sensory trick" to botulinum toxin and deep brain stimulation, is covered with an eye towards finding similarities in network responses with effective treatment. Finally, an examination of how focal network disruptions in mouse models has informed our understanding of the circuits involved in dystonia is provided. Together, this article aims to offer a synthesis of the literature examining dystonia from the perspective of brain networks and it provides grounding for the perspective of dystonia as disorder of network function.
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Affiliation(s)
- Jason S. Gill
- Division of Neurology and Developmental Neuroscience, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
- Jan and Dan Duncan Neurological Research Institute at Texas Children’s Hospital, Houston, TX, United States
| | - Megan X. Nguyen
- Division of Neurology and Developmental Neuroscience, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
- Jan and Dan Duncan Neurological Research Institute at Texas Children’s Hospital, Houston, TX, United States
| | - Mariam Hull
- Division of Neurology and Developmental Neuroscience, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - Meike E. van der Heijden
- Jan and Dan Duncan Neurological Research Institute at Texas Children’s Hospital, Houston, TX, United States
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX, United State
| | - Ken Nguyen
- Jan and Dan Duncan Neurological Research Institute at Texas Children’s Hospital, Houston, TX, United States
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX, United State
| | - Sruthi P. Thomas
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, United States
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX, United States
| | - Roy V. Sillitoe
- Jan and Dan Duncan Neurological Research Institute at Texas Children’s Hospital, Houston, TX, United States
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX, United State
- Department of Neuroscience, Baylor College of Medicine, Houston, TX, United States
- Development, Disease Models and Therapeutics Graduate Program, Baylor College of Medicine, Houston, TX, United States
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7
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Huang XF, Hao XQ, Yin XX, Ren L, Wang D, Jin F, Tan LN, Liang ZH, Song CL. Functional connectivity alterations in the frontoparietal network and sensorimotor network are associated with behavioral heterogeneity in blepharospasm. Front Neurol 2023; 14:1273935. [PMID: 38020657 PMCID: PMC10668333 DOI: 10.3389/fneur.2023.1273935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 10/25/2023] [Indexed: 12/01/2023] Open
Abstract
Objective Primary blepharospasm (BSP) is a clinically heterogeneous disease that manifests not only as spasmodic closure of the eyelids but also sometimes with apraxia of eyelid opening (AEO). This cross-sectional study aimed to investigate differences in the neural mechanisms of isolated BSP and BSP-associated AEO subtypes, which may reveal the pathophysiology underlying different phenotypes. Methods A total of 29 patients manifested as isolated BSP, 17 patients manifested as BSP associated with AEO, and 28 healthy controls underwent resting-state functional near-infrared spectroscopy (fNIRS). We assessed functional connectivity (FC) between regions of interest (ROIs) in the fronto-parietal control network (PFCN) and sensorimotor network (SMN). We also examined the relationship between altered FC and behavioral data. Results In the FPCN, ROI- analyses showed decreased FC between the left premotor cortex and supramarginal gyrus in the BSP with AEO group compared to the isolated BSP group. In the SMN, both subgroups showed hypoconnectivity of the left premotor cortex with the right primary motor cortex, primary sensory cortex, and somatosensory association cortex. This hypoconnectivity was positively correlated with the total number of botulinum toxin A treatments, which suggests that long-term botulinum toxin A treatment may modulate motor sequence planning and coordination. Conclusion These findings showed different connectivity alterations in neural networks associated with motor and cognitive control among different behavioral phenotypes of BSP. The identification of specific alterations in various networks that correspond to clinical heterogeneity may inform the identification of potential biomarkers for early diagnosis and personalized neuromodulation targets for treating different BSP subphenotypes.
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Affiliation(s)
| | | | | | | | | | | | | | - Zhan-Hua Liang
- Department of Neurology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Chun-Li Song
- Department of Neurology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
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Belvisi D, Leodori G, Costanzo M, Conte A, Berardelli A. How does botulinum toxin really work? INTERNATIONAL REVIEW OF NEUROBIOLOGY 2023; 169:441-479. [PMID: 37482400 DOI: 10.1016/bs.irn.2023.05.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/25/2023]
Abstract
Over the past 30 years, Botulinum toxin (BoNT) has emerged as an effective and safe therapeutic tool for a number of neurological conditions, including dystonia. To date, the exact mechanism of action of BoNT in dystonia is not fully understood. Although it is well known that BoNT mainly acts on the neuromuscular junction, a growing body of evidence suggests that the therapeutic effect of BoNT in dystonia may also depend on its ability to modulate peripheral sensory feedback from muscle spindles. Animal models also suggest a retrograde and anterograde BoNT transportation from the site of injection to central nervous system structures. In humans, however, BoNT central effects seem to depend on the modulation of afferent input rather than on BoNT transportation. In this chapter, we aimed to report and discuss research evidence providing information on the possible mechanisms of action of BoNT in relation to treatment of dystonia.
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Affiliation(s)
- Daniele Belvisi
- Department of Human Neurosciences, Sapienza, University of Rome, Viale dell' Università 30, Rome, Italy; IRCCS Neuromed, via Atinense 18, Pozzilli, IS, Italy
| | - Giorgio Leodori
- Department of Human Neurosciences, Sapienza, University of Rome, Viale dell' Università 30, Rome, Italy; IRCCS Neuromed, via Atinense 18, Pozzilli, IS, Italy
| | | | - Antonella Conte
- Department of Human Neurosciences, Sapienza, University of Rome, Viale dell' Università 30, Rome, Italy; IRCCS Neuromed, via Atinense 18, Pozzilli, IS, Italy
| | - Alfredo Berardelli
- Department of Human Neurosciences, Sapienza, University of Rome, Viale dell' Università 30, Rome, Italy; IRCCS Neuromed, via Atinense 18, Pozzilli, IS, Italy.
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Yao D, O'Flynn LC, Simonyan K. DystoniaBoTXNet: Novel Neural Network Biomarker of Botulinum Toxin Efficacy in Isolated Dystonia. Ann Neurol 2023; 93:460-471. [PMID: 36440757 DOI: 10.1002/ana.26558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 11/18/2022] [Accepted: 11/21/2022] [Indexed: 11/29/2022]
Abstract
OBJECTIVE Isolated dystonia is characterized by abnormal, often painful, postures and repetitive movements due to sustained or intermittent involuntary muscle contractions. Botulinum toxin (BoTX) injections into the affected muscles are the first line of therapy. However, there are no objective predictive markers or standardized tests of BoTX efficacy that can be utilized for appropriate candidate selection prior to treatment initiation. METHODS We developed a deep learning algorithm, DystoniaBoTXNet, which uses a 3D convolutional neural network architecture and raw structural brain magnetic resonance images (MRIs) to automatically discover and test a neural network biomarker of BoTX efficacy in 284 patients with 4 different forms of focal dystonia, including laryngeal dystonia, blepharospasm, cervical dystonia, and writer's cramp. RESULTS DystoniaBoTXNet identified clusters in superior parietal lobule, inferior and middle frontal gyri, middle orbital gyrus, inferior temporal gyrus, corpus callosum, inferior fronto-occipital fasciculus, and anterior thalamic radiation as components of the treatment biomarker. These regions are known to contribute to both dystonia pathophysiology across a broad clinical spectrum of disorder and the central effects of botulinum toxin treatment. Based on its biomarker, DystoniaBoTXNet achieved an overall accuracy of 96.3%, with 100% sensitivity and 86.1% specificity, in predicting BoTX efficacy in patients with isolated dystonia. The algorithmic decision was computed in 19.2 seconds per case. INTERPRETATION DystoniaBoTXNet and its treatment biomarker have a high translational potential as an objective, accurate, generalizable, fast, and cost-effective algorithmic platform for enhancing clinical decision making for BoTX treatment in patients with isolated dystonia. ANN NEUROL 2023;93:460-471.
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Affiliation(s)
- Dongren Yao
- Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear and Harvard Medical School, Boston, MA
| | - Lena C O'Flynn
- Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear and Harvard Medical School, Boston, MA.,Program in Speech Hearing Bioscience and Technology, Harvard University, Boston, MA
| | - Kristina Simonyan
- Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear and Harvard Medical School, Boston, MA.,Program in Speech Hearing Bioscience and Technology, Harvard University, Boston, MA.,Department of Neurology, Massachusetts General Hospital, Boston, MA
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Zhou K, Luo W, Liu T, Ni Y, Qin Z. Neurotoxins Acting at Synaptic Sites: A Brief Review on Mechanisms and Clinical Applications. Toxins (Basel) 2022; 15:18. [PMID: 36668838 PMCID: PMC9865788 DOI: 10.3390/toxins15010018] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Revised: 12/20/2022] [Accepted: 12/21/2022] [Indexed: 12/29/2022] Open
Abstract
Neurotoxins generally inhibit or promote the release of neurotransmitters or bind to receptors that are located in the pre- or post-synaptic membranes, thereby affecting physiological functions of synapses and affecting biological processes. With more and more research on the toxins of various origins, many neurotoxins are now widely used in clinical treatment and have demonstrated good therapeutic outcomes. This review summarizes the structural properties and potential pharmacological effects of neurotoxins acting on different components of the synapse, as well as their important clinical applications, thus could be a useful reference for researchers and clinicians in the study of neurotoxins.
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Affiliation(s)
- Kunming Zhou
- Department of Pharmacology and Laboratory of Aging and Nervous Diseases, College of Pharmaceutical Sciences, Suzhou Medical College of Soochow University, Suzhou 215123, China
| | - Weifeng Luo
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China
| | - Tong Liu
- Institute of Pain Medicine and Special Environmental Medicine, Nantong University, Nantong 226019, China
| | - Yong Ni
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China
| | - Zhenghong Qin
- Department of Pharmacology and Laboratory of Aging and Nervous Diseases, College of Pharmaceutical Sciences, Suzhou Medical College of Soochow University, Suzhou 215123, China
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Yeung W, Richards AL, Novakovic D. Botulinum Neurotoxin Therapy in the Clinical Management of Laryngeal Dystonia. Toxins (Basel) 2022; 14:toxins14120844. [PMID: 36548741 PMCID: PMC9784062 DOI: 10.3390/toxins14120844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 11/26/2022] [Accepted: 11/28/2022] [Indexed: 12/05/2022] Open
Abstract
Laryngeal dystonia (LD), or spasmodic dysphonia (SD), is a chronic, task-specific, focal movement disorder affecting the larynx. It interferes primarily with the essential functions of phonation and speech. LD affects patients' ability to communicate effectively and significantly diminishes their quality of life. Botulinum neurotoxin was first used as a therapeutic agent in the treatment of LD four decades ago and remains the standard of care for the treatment of LD. This article provides an overview of the clinical application of botulinum neurotoxin in the management of LD, focusing on the classification for this disorder, its pathophysiology, clinical assessment and diagnosis, the role of laryngeal electromyography and a summary of therapeutic injection techniques, including a comprehensive description of various procedural approaches, recommendations for injection sites and dosage considerations.
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Affiliation(s)
- Winnie Yeung
- Voice Research Laboratory, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2050, Australia
- Department of Otolaryngology, The Canterbury Hospital, Campsie, NSW 2194, Australia
- Correspondence:
| | - Amanda L. Richards
- Department of Otolaryngology, The Royal Melbourne Hospital, Parkville, VIC 3050, Australia
| | - Daniel Novakovic
- Voice Research Laboratory, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2050, Australia
- Department of Otolaryngology, The Canterbury Hospital, Campsie, NSW 2194, Australia
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