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1.
Article in English | MEDLINE | ID: mdl-38737299

ABSTRACT

Background: Tremor disorders have various genetic causes. Case report: A 60-year-old female with a family history of tremor presented a combined tremor syndrome, transient episodes of loss of contact and speech disturbances, as well as distal painful symptoms. Genetic screening revealed a novel heterozygous missense variant in the KCNQ2 gene. Discussion: The KCNQ2 protein regulates action potential firing, and mutations in its gene are associated with epilepsy and neuropathic pain. The identified variant, although of uncertain significance, may disrupt KCNQ2 function and also play a role in tremor pathogenesis. This case highlights the importance of genetic screening in combined tremor disorders.


Subject(s)
KCNQ2 Potassium Channel , Mutation, Missense , Tremor , Humans , Female , KCNQ2 Potassium Channel/genetics , Middle Aged , Tremor/genetics , Tremor/physiopathology
2.
Neurobiol Dis ; 196: 106518, 2024 Jun 15.
Article in English | MEDLINE | ID: mdl-38679112

ABSTRACT

Resting tremor is the most common presenting motor symptom in Parkinson's disease (PD). The supplementary motor area (SMA) is a main target of the basal-ganglia-thalamo-cortical circuit and has direct, facilitatory connections with the primary motor cortex (M1), which is important for the execution of voluntary movement. Dopamine potentially modulates SMA and M1 activity, and both regions have been implicated in resting tremor. This study investigated SMA-M1 connectivity in individuals with PD ON and OFF dopamine medication, and whether SMA-M1 connectivity is implicated in resting tremor. Dual-site transcranial magnetic stimulation was used to measure SMA-M1 connectivity in PD participants ON and OFF levodopa. Resting tremor was measured using electromyography and accelerometry. Stimulating SMA inhibited M1 excitability OFF levodopa, and facilitated M1 excitability ON levodopa. ON medication, SMA-M1 facilitation was significantly associated with smaller tremor than SMA-M1 inhibition. The current findings contribute to our understanding of the neural networks involved in PD which are altered by levodopa medication and provide a neurophysiological basis for the development of interventions to treat resting tremor.


Subject(s)
Antiparkinson Agents , Electromyography , Levodopa , Motor Cortex , Parkinson Disease , Transcranial Magnetic Stimulation , Tremor , Humans , Levodopa/therapeutic use , Levodopa/pharmacology , Parkinson Disease/drug therapy , Parkinson Disease/physiopathology , Male , Motor Cortex/drug effects , Motor Cortex/physiopathology , Female , Tremor/physiopathology , Tremor/drug therapy , Aged , Middle Aged , Transcranial Magnetic Stimulation/methods , Antiparkinson Agents/therapeutic use , Antiparkinson Agents/pharmacology , Neural Pathways/physiopathology , Neural Pathways/drug effects , Evoked Potentials, Motor/drug effects , Evoked Potentials, Motor/physiology
3.
Sensors (Basel) ; 24(8)2024 Apr 11.
Article in English | MEDLINE | ID: mdl-38676055

ABSTRACT

Physiologic hand tremors are a critical factor affecting the aim of air pistol shooters. However, the extent of the effect of hand tremors on shooting performance is unclear. In this study, we aim to explore the relationship between hand tremors and shooting performance scores as well as investigate potential links between muscle activation and hand tremors. In this study, 17 male air pistol shooters from China's national team and the Air Pistol Sports Center were divided into two groups: the elite group and the sub-elite group. Each participant completed 40 shots during the experiment, with shooters' hand tremors recorded using three-axis digital accelerometers affixed to their right hands. Muscle activation was recorded using surface electromyography on the right anterior deltoid, posterior deltoid, biceps brachii (short head), triceps brachii (long head), flexor carpi radialis, and extensor carpi radialis. Our analysis revealed weak correlations between shooting scores and hand tremor amplitude in multiple directions (middle-lateral, ML: r2 = -0.22, p < 0.001; vertical, VT: r2 = -0.25, p < 0.001), as well as between shooting scores and hand tremor complexity (ML: r2 = -0.26, p < 0.001; VT: r2 = -0.28, p < 0.001), across all participants. Notably, weak correlations between shooting scores and hand tremor amplitude (ML: r2 = -0.27, p < 0.001; VT: r2 = -0.33, p < 0.001) and complexity (ML: r2 = -0.31, p < 0.001) were observed in the elite group but not in the sub-elite group. Moderate correlation were found between the biceps brachii (short head) RMS and hand tremor amplitude in the VT and ML directions (ML: r2 = 0.49, p = 0.010; VT: r2 = 0.44, p = 0.025) in all shooters, with a moderate correlation in the ML direction in elite shooters (ML: r2 = 0.49, p = 0.034). Our results suggest that hand tremors in air pistol shooters are associated with the skill of the shooters, and muscle activation of the biceps brachii (long head) might be a factor affecting hand tremors. By balancing the agonist and antagonist muscles of the shoulder joint, shooters might potentially reduce hand tremors and improve their shooting scores.


Subject(s)
Electromyography , Firearms , Hand , Tremor , Humans , Tremor/physiopathology , Male , Hand/physiology , Hand/physiopathology , Adult , Young Adult , Athletic Performance/physiology , Muscle, Skeletal/physiopathology , Muscle, Skeletal/physiology
4.
Sensors (Basel) ; 24(8)2024 Apr 18.
Article in English | MEDLINE | ID: mdl-38676203

ABSTRACT

FXTAS is a neurodegenerative disorder occurring in some Fragile X Messenger Ribonucleoprotein 1 (FMR1) gene premutation carriers (PMCs) and is characterized by cerebellar ataxia, tremor, and cognitive deficits that negatively impact balance and gait and increase fall risk. Dual-tasking (DT) cognitive-motor paradigms and challenging balance conditions may have the capacity to reveal markers of FXTAS onset. Our objectives were to determine the impact of dual-tasking and sensory and stance manipulation on balance in FXTAS and potentially detect subtle postural sway deficits in FMR1 PMCs who are asymptomatic for signs of FXTAS on clinical exam. Participants with FXTAS, PMCs without FXTAS, and controls underwent balance testing using an inertial sensor system. Stance, vision, surface stability, and cognitive demand were manipulated in 30 s trials. FXTAS participants had significantly greater total sway area, jerk, and RMS sway than controls under almost all balance conditions but were most impaired in those requiring vestibular control. PMCs without FXTAS had significantly greater RMS sway compared with controls in the feet apart, firm, single task conditions both with eyes open and closed (EC) and the feet together, firm, EC, DT condition. Postural sway deficits in the RMS postural sway variability domain in asymptomatic PMCs might represent prodromal signs of FXTAS. This information may be useful in providing sensitive biomarkers of FXTAS onset and as quantitative balance measures in future interventional trials and longitudinal natural history studies.


Subject(s)
Ataxia , Fragile X Syndrome , Postural Balance , Tremor , Humans , Fragile X Syndrome/genetics , Fragile X Syndrome/physiopathology , Tremor/genetics , Tremor/physiopathology , Postural Balance/physiology , Male , Middle Aged , Female , Ataxia/genetics , Ataxia/physiopathology , Aged , Biomarkers , Fragile X Mental Retardation Protein/genetics , Fragile X Mental Retardation Protein/metabolism , Adult , Prodromal Symptoms
5.
Exp Neurol ; 376: 114772, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38599366

ABSTRACT

Animals on Earth need to hold postures and execute a series of movements under gravity and atmospheric pressure. VAChT-Cre is a transgenic Cre driver mouse line that expresses Cre recombinase selectively in motor neurons of S-type (slow-twitch fatigue-resistant) and FR-type (fast-twitch fatigue-resistant). Sequential motor unit recruitment is a fundamental principle for fine and smooth locomotion; smaller-diameter motor neurons (S-type, FR-type) first contract low-intensity oxidative type I and type IIa muscle fibers, and thereafter larger-diameter motor neurons (FInt-type, FF-type) are recruited to contract high-intensity glycolytic type IIx and type IIb muscle fibers. To selectively eliminate S- and FR-type motor neurons, VAChT-Cre mice were crossbred with NSE-DTA mice in which the cytotoxic diphtheria toxin A fragment (DTA) was expressed in Cre-expressing neurons. The VAChT-Cre;NSE-DTA mice were born normally but progressively manifested various characteristics, including body weight loss, kyphosis, kinetic and postural tremor, and muscular atrophy. The progressive kinetic and postural tremor was remarkable from around 20 weeks of age and aggravated. Muscular atrophy was apparent in slow muscles, but not in fast muscles. The increase in motor unit number estimation was detected by electromyography, reflecting compensatory re-innervation by remaining FInt- and FF-type motor neurons to the orphaned slow muscle fibers. The muscle fibers gradually manifested fast/slow hybrid phenotypes, and the remaining FInt-and FF-type motor neurons gradually disappeared. These results suggest selective ablation of S- and FR-type motor neurons induces progressive muscle fiber-type transition, exhaustion of remaining FInt- and FF-type motor neurons, and late-onset kinetic and postural tremor in mice.


Subject(s)
Mice, Transgenic , Motor Neurons , Tremor , Animals , Motor Neurons/pathology , Motor Neurons/physiology , Mice , Tremor/genetics , Tremor/physiopathology , Muscle Fibers, Slow-Twitch/pathology , Muscle Fibers, Fast-Twitch/pathology , Muscular Diseases/physiopathology , Muscular Diseases/pathology , Muscular Diseases/etiology , Muscle Fatigue/physiology , Posture/physiology , Animals, Newborn , Disease Models, Animal
6.
Article in English | MEDLINE | ID: mdl-38652620

ABSTRACT

Individuals with neurological disorders often exhibit altered manual dexterity and muscle weakness in their upper limbs. These motor impairments with tremor lead to severe difficulties in performing Activities of Daily Living (ADL). There is a critical need for ADL-focused robotic training that improves individual's strength when engaging with dexterous ADL tasks. This research introduces a new approach to training ADLs by employing a novel robotic rehabilitation system, Spherical Parallel INstrument for Daily Living Emulation (SPINDLE), which incorporates Virtual Reality (VR) to simulate ADL tasks. The study results present the feasibility of training individuals with movements similar to ADLs while interacting with the SPINDLE. A new game-based robotic training paradigm is suggested to perform ADL tasks at various intensity levels of resistance as needed. The proposed system can facilitate the training of various ADLs requiring 3-dimensional rotational movements by providing optimal resistance and visual feedback. We envision this system can be utilized as a table-top home device by restoring the impaired motor function of individuals with tremor and muscle weakness, guiding to improved ADL performance and quality of life.


Subject(s)
Activities of Daily Living , Robotics , Tremor , Virtual Reality , Humans , Tremor/rehabilitation , Tremor/physiopathology , Male , Female , Middle Aged , Resistance Training/methods , Feedback, Sensory , Adult , Video Games , Feasibility Studies , Muscle Weakness/rehabilitation , Muscle Weakness/physiopathology , Quality of Life
7.
J Neurol ; 271(6): 2938-2947, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38625401

ABSTRACT

A ponto-cerebello-thalamo-cortical network is the pathophysiological correlate of primary orthostatic tremor. Affected patients often do not respond satisfactorily to pharmacological treatment. Consequently, the objective of the current study was to examine the effects of a non-invasive neuromodulation by theta burst repetitive transcranial magnetic stimulation (rTMS) of the left primary motor cortex (M1) and dorsal medial frontal cortex (dMFC) on tremor frequency, intensity, sway path and subjective postural stability in primary orthostatic tremor. In a cross-over design, eight patients (mean age 70.2 ± 5.4 years, 4 female) with a primary orthostatic tremor received either rTMS of the left M1 leg area or the dMFC at the first study session, followed by the other condition (dMFC or M1 respectively) at the second study session 30 days later. Tremor frequency and intensity were quantified by surface electromyography of lower leg muscles and total sway path by posturography (foam rubber with eyes open) before and after each rTMS session. Patients subjectively rated postural stability on the posturography platform following each rTMS treatment. We found that tremor frequency did not change significantly with M1- or dMFC-stimulation. However, tremor intensity was lower after M1- but not dMFC-stimulation (p = 0.033/ p = 0.339). The sway path decreased markedly after M1-stimulation (p = 0.0005) and dMFC-stimulation (p = 0.023) compared to baseline. Accordingly, patients indicated a better subjective feeling of postural stability both with M1-rTMS (p = 0.007) and dMFC-rTMS (p = 0.01). In conclusion, non-invasive neuromodulation particularly of the M1 area can improve postural control and tremor intensity in primary orthostatic tremor by interference with the tremor network.


Subject(s)
Cross-Over Studies , Electromyography , Motor Cortex , Postural Balance , Transcranial Magnetic Stimulation , Tremor , Humans , Female , Tremor/therapy , Tremor/physiopathology , Transcranial Magnetic Stimulation/methods , Male , Motor Cortex/physiopathology , Aged , Postural Balance/physiology , Dizziness/therapy , Dizziness/physiopathology , Middle Aged , Treatment Outcome
8.
Sci Rep ; 14(1): 9765, 2024 04 29.
Article in English | MEDLINE | ID: mdl-38684764

ABSTRACT

Normal aging often results in an increase in physiological tremors and slowing of the movement of the hands, which can impair daily activities and quality of life. This study, using lightweight wearable non-invasive sensors, aimed to detect and identify age-related changes in wrist kinematics and response latency. Eighteen young (ages 18-20) and nine older (ages 49-57) adults performed two standard tasks with wearable inertial measurement units on their wrists. Frequency analysis revealed 5 kinematic variables distinguishing older from younger adults in a postural task, with best discrimination occurring in the 9-13 Hz range, agreeing with previously identified frequency range of age-related tremors, and achieving excellent classifier performance (0.86 AUROC score and 89% accuracy). In a second pronation-supination task, analysis of angular velocity in the roll axis identified a 71 ms delay in initiating arm movement in the older adults. This study demonstrates that an analysis of simple kinematic variables sampled at 100 Hz frequency with commercially available sensors is reliable, sensitive, and accurate at detecting age-related increases in physiological tremor and motor slowing. It remains to be seen if such sensitive methods may be accurate in distinguishing physiological tremors from tremors that occur in neurological diseases, such as Parkinson's Disease.


Subject(s)
Arm , Machine Learning , Movement , Wrist , Humans , Middle Aged , Biomechanical Phenomena , Male , Female , Wrist/physiology , Young Adult , Adolescent , Arm/physiology , Movement/physiology , Aging/physiology , Adult , Wearable Electronic Devices , Tremor/physiopathology
9.
Article in Russian | MEDLINE | ID: mdl-38676674

ABSTRACT

The article is of a review nature and is devoted to tremor, one of the maladaptive and difficult-to-treat symptoms of Parkinson's disease (PD). Along with the classic rest tremor, patients with PD may experience tremor of other modalities: postural tremor, kinetic tremor, which reflects a multimodal mechanism of tremor formation involving multiple neurotransmitter systems. The unpredictable response to therapeutic options, the ambiguous response to levodopa, also reflects the role of multiple underlying pathophysiological processes. Among the drug methods of tremor correction, preference is given to dopamine receptor agonists - due to the spectrum of their pharmaceutical action, high efficiency in relation to all leading motor and a number of non-motor manifestations. The evidence for advanced neurosurgical, non-invasive modalities is mixed, and there are insufficient comparative studies to assess their efficacy in patients with tremor-dominant forms of PD.


Subject(s)
Levodopa , Parkinson Disease , Tremor , Humans , Parkinson Disease/drug therapy , Parkinson Disease/physiopathology , Tremor/drug therapy , Tremor/etiology , Tremor/physiopathology , Levodopa/therapeutic use , Dopamine Agonists/therapeutic use , Antiparkinson Agents/therapeutic use
10.
Parkinsonism Relat Disord ; 122: 106064, 2024 May.
Article in English | MEDLINE | ID: mdl-38432022

ABSTRACT

INTRODUCTION: Parkinson's disease (PD) can be divided into motor subtypes: postural instability/gait difficulty (PIGD), tremor dominant, and indeterminate. This study aimed to assess differences in sleep structure and obstructive sleep apnea (OSA) between the PIGD and non-PIGD subtypes. METHODS: PD participants with or without OSA (defined as apnea-hypopnea index (AHI) ≥ 15 events/hour on overnight polysomnography) were included. Patients were separated into two groups: PIGD and non-PIGD. Linear regression was used to explore differences in sleep, AHI, and other respiratory parameters between groups (adjusted for variables determined a priori). Logistic regression adjusted for the same variables was used to determine if the proportion of patients with OSA differed across groups. Subset analyses were performed: subset 1 excluding patients on psychoactive medication; subset 2 excluding patients taking levodopa or dopaminergic agonists (DAs) at nighttime and subset 3 excluding patients on either of the abovementioned drugs. RESULTS: 146 participants were studied. The non-PIGD group had less N3 sleep compared to the PIGD group (12.4% vs 16.9% p = 0.06), reaching significance in subsets 1 and 3. The AHI was significantly lower in the PIGD group (p = 0.047), including when medication effects were removed (p < 0.05). OSA was more frequent in the non-PIGD group, but only significantly in subset 3 (adjusted OR 0.3, p = 0.04). CONCLUSION: OSA may be more severe in non-PIGD subtypes, and more frequent, in a subset free of psychoactive medication, and of levodopa and DAs, possibly owing to motor complications and dyskinesia. Future studies are required to confirm this.


Subject(s)
Parkinson Disease , Polysomnography , Sleep Apnea, Obstructive , Humans , Parkinson Disease/complications , Parkinson Disease/physiopathology , Male , Female , Middle Aged , Sleep Apnea, Obstructive/physiopathology , Sleep Apnea, Obstructive/complications , Aged , Tremor/etiology , Tremor/physiopathology , Gait Disorders, Neurologic/etiology , Gait Disorders, Neurologic/physiopathology
11.
Mov Disord ; 39(5): 778-787, 2024 May.
Article in English | MEDLINE | ID: mdl-38532269

ABSTRACT

BACKGROUND: Re-emergent tremor is characterized as a continuation of resting tremor and is often highly therapy refractory. This study examines variations in brain activity and oscillatory responses between resting and re-emergent tremors in Parkinson's disease. METHODS: Forty patients with Parkinson's disease (25 males, mean age, 66.78 ± 5.03 years) and 40 age- and sex-matched healthy controls were included in the study. Electroencephalogram and electromyography signals were simultaneously recorded during resting and re-emergent tremors in levodopa on and off states for patients and mimicked by healthy controls. Brain activity was localized using the beamforming technique, and information flow between sources was estimated using effective connectivity. Cross-frequency coupling was used to assess neuronal oscillations between tremor frequency and canonical frequency oscillations. RESULTS: During levodopa on, differences in brain activity were observed in the premotor cortex and cerebellum in both the patient and control groups. However, Parkinson's disease patients also exhibited additional activity in the primary sensorimotor cortex. On withdrawal of levodopa, different source patterns were observed in the supplementary motor area and basal ganglia area. Additionally, levodopa was found to suppress the strength of connectivity (P < 0.001) between the identified sources and influence the tremor frequency-related coupling, leading to a decrease in ß (P < 0.001) and an increase in γ frequency coupling (P < 0.001). CONCLUSIONS: Distinct variations in cortical-subcortical brain activity are evident in tremor phenotypes. The primary sensorimotor cortex plays a crucial role in the generation of re-emergent tremor. Moreover, oscillatory neuronal responses in pathological ß and prokinetic γ activity are specific to tremor phenotypes. © 2024 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.


Subject(s)
Electromyography , Levodopa , Parkinson Disease , Tremor , Humans , Parkinson Disease/physiopathology , Parkinson Disease/complications , Parkinson Disease/drug therapy , Male , Female , Tremor/physiopathology , Tremor/etiology , Middle Aged , Aged , Levodopa/therapeutic use , Levodopa/pharmacology , Gamma Rhythm/physiology , Gamma Rhythm/drug effects , Beta Rhythm/physiology , Beta Rhythm/drug effects , Electroencephalography/methods , Antiparkinson Agents/therapeutic use
12.
Parkinsonism Relat Disord ; 122: 106068, 2024 May.
Article in English | MEDLINE | ID: mdl-38548571

ABSTRACT

This review delves into the historical evolution and ongoing controversy surrounding the relationship between tremor and dystonia. The Dystonia Consensus Panel and the International Parkinson's and Movement Disorders Society's Tremor Taskforce have attempted to define these entities, but the complexity arises when patients have a combination of both dystonia and tremor. The term "dystonic tremor" has sparked diverse interpretations, with debates over its clinical features and the need for more objectively defined characteristics. Logistic regression analyses in a large cohort of dystonia patients identified determinants such as body region affected by dystonia, dystonia severity, age, and recruitment site, with unexpected associations emphasizing the subjectivity in detecting and classifying tremor. The study further discovered diverse prevalence of "dystonic tremor" based on different definitions, revealing substantial variability among investigators. The recently convened Dystonia-Tremor panel aimed to address these challenges by proposing a more uniform nomenclature, emphasizing precise and descriptive terms. Despite the complexity, instrumented measures, such as electromyography, temporal discrimination threshold, blink reflex, and trajectory shape analysis, seem to be useful in distinguishing between tremor and dystonia. The pathophysiology debate centers around the involvement of the cerebello-thalamo-cortical and basal ganglia-thalamo-cortical circuits. Evidence supports the role of both circuits in driving the pathophysiology of dystonic tremor, challenging the notion of a clear dichotomy. The review concludes by emphasizing the need for a nuanced understanding, highlighting the intricate interplay between tremor and dystonia, and the potential of instrumental measures in advancing diagnostic accuracy.


Subject(s)
Dystonia , Tremor , Humans , Tremor/physiopathology , Tremor/diagnosis , Tremor/etiology , Dystonia/physiopathology , Dystonia/diagnosis , Dystonic Disorders/physiopathology , Dystonic Disorders/diagnosis
13.
Mov Disord ; 39(5): 768-777, 2024 May.
Article in English | MEDLINE | ID: mdl-38415321

ABSTRACT

BACKGROUND: One of the characteristics of parkinsonian tremor is that its amplitude decreases with movement. Current models suggest an interaction between basal ganglia (BG) and cerebello-thalamo-cortical circuits in parkinsonian tremor pathophysiology. OBJECTIVE: We aimed to correlate central oscillation in the BG with electromyographic activity during re-emergent tremor in order to detect changes in BG oscillatory activity when tremor is attenuated by movement. METHODS: We performed a prospective, observational study on consecutive parkinsonian patients who underwent deep brain stimulation surgery and presented re-emergent tremor. Coherence analysis between subthalamic nucleus/globus pallidus internus (STN/GPi) tremorous activity measured by microrecording (MER) and electromyogram (EMG) from flexor and extensor wrist muscles during rest, posture, and re-emergent tremor pause was performed during surgery. The statistical significance level of the MER-EMG coherence was determined using surrogate data analysis, and the directionality of information transfer between BG and muscle was performed using entropy transfer analysis. RESULTS: We analyzed 148 MERs with tremor-like activity from 6 patients which were evaluated against the simultaneous EMGs, resulting in 296 correlations. Of these, 26 presented a significant level of coherence at tremor frequency, throughout rest and posture, with a complete EMG stop in between. During the pause, all recordings showed sustained MER peaks at tremor frequency (±1.5 Hz). Information flows preferentially from BG to muscle during rest and posture, with a loss of directionality during the pause. CONCLUSIONS: Our results suggest that oscillatory activity in STN/GPi functionally linked to tremor sustains firing frequency during re-emergent tremor pause, thus suggesting no direct role of the BG circuit on tremor attenuation due to voluntary movements. © 2024 International Parkinson and Movement Disorder Society.


Subject(s)
Basal Ganglia , Deep Brain Stimulation , Electromyography , Movement , Parkinson Disease , Subthalamic Nucleus , Tremor , Humans , Tremor/physiopathology , Parkinson Disease/physiopathology , Male , Female , Basal Ganglia/physiopathology , Middle Aged , Aged , Deep Brain Stimulation/methods , Subthalamic Nucleus/physiopathology , Movement/physiology , Prospective Studies , Muscle, Skeletal/physiopathology , Globus Pallidus/physiopathology
14.
Int J Comput Assist Radiol Surg ; 19(5): 831-840, 2024 May.
Article in English | MEDLINE | ID: mdl-38238490

ABSTRACT

PURPOSE: Current methods for diagnosis of PD rely on clinical examination. The accuracy of diagnosis ranges between 73 and 84%, and is influenced by the experience of the clinical assessor. Hence, an automatic, effective and interpretable supporting system for PD symptom identification would support clinicians in making more robust PD diagnostic decisions. METHODS: We propose to analyze Parkinson's tremor (PT) to support the analysis of PD, since PT is one of the most typical symptoms of PD with broad generalizability. To realize the idea, we present SPA-PTA, a deep learning-based PT classification and severity estimation system that takes consumer-grade videos of front-facing humans as input. The core of the system is a novel attention module with a lightweight pyramidal channel-squeezing-fusion architecture that effectively extracts relevant PT information and filters noise. It enhances modeling performance while improving system interpretability. RESULTS: We validate our system via individual-based leave-one-out cross-validation on two tasks: the PT classification task and the tremor severity rating estimation task. Our system presents a 91.3% accuracy and 80.0% F1-score in classifying PT with non-PT class, while providing a 76.4% accuracy and 76.7% F1-score in more complex multiclass tremor rating classification task. CONCLUSION: Our system offers a cost-effective PT classification and tremor severity estimation results as warning signs of PD for undiagnosed patients with PT symptoms. In addition, it provides a potential solution for supporting PD diagnosis in regions with limited clinical resources.


Subject(s)
Parkinson Disease , Tremor , Video Recording , Humans , Parkinson Disease/diagnosis , Parkinson Disease/physiopathology , Tremor/diagnosis , Tremor/physiopathology , Tremor/etiology , Video Recording/methods , Deep Learning , Severity of Illness Index
15.
Sci Rep ; 12(1): 12081, 2022 07 15.
Article in English | MEDLINE | ID: mdl-35840753

ABSTRACT

Digital health technologies enable remote and therefore frequent measurement of motor signs, potentially providing reliable and valid estimates of motor sign severity and progression in Parkinson's disease (PD). The Roche PD Mobile Application v2 was developed to measure bradykinesia, bradyphrenia and speech, tremor, gait and balance. It comprises 10 smartphone active tests (with ½ tests administered daily), as well as daily passive monitoring via a smartphone and smartwatch. It was studied in 316 early-stage PD participants who performed daily active tests at home then carried a smartphone and wore a smartwatch throughout the day for passive monitoring (study NCT03100149). Here, we report baseline data. Adherence was excellent (96.29%). All pre-specified sensor features exhibited good-to-excellent test-retest reliability (median intraclass correlation coefficient = 0.9), and correlated with corresponding Movement Disorder Society-Unified Parkinson's Disease Rating Scale items (rho: 0.12-0.71). These findings demonstrate the preliminary reliability and validity of remote at-home quantification of motor sign severity with the Roche PD Mobile Application v2 in individuals with early PD.


Subject(s)
Mobile Applications , Parkinson Disease , Remote Sensing Technology , Humans , Parkinson Disease/physiopathology , Reproducibility of Results , Smartphone , Tremor/physiopathology
17.
Dev Med Child Neurol ; 64(1): 125-134, 2022 01.
Article in English | MEDLINE | ID: mdl-34275143

ABSTRACT

AIM: To further identify and broaden the phenotypic characteristics and genotype spectrum of the dehydrodolichol diphosphate synthase (DHDDS) gene. METHOD: Pathogenic variants of DHDDS were identified by whole-exome sequencing; clinical data of 10 patients (six males, four females; age range 2-14y; mean age 5y 9mo, SD 3y 3mo) were collected and analysed. RESULTS: All patients had seizures, and myoclonic seizures could be seen in eight patients, with myoclonic status epilepticus in three. The interictal electroencephalogram (EEG) in four patients at seizure onset showed generalized slow waves, slow wave mixed spikes, and spike and waves. Tremor, ataxia, and hypertonia was observed in six, five, and three patients respectively. The results of short-latency somatosensory evoked potential in two patients were normal, and the symptom of tremor was captured on EEG without time-locked discharges in one patient, suggesting that the tremor in both patients was a motor impairment rather than myoclonic seizures. Global developmental delay occurred in all patients, among whom nine showed severe intellectual disability and one moderate. Five DHDDS variants were identified, three of which have not been reported previously. INTERPRETATION: Myoclonic seizure is the most common seizure type in heterozygous DHDDS variants, while myoclonic status epilepticus can also occur. The pattern of interictal EEG discharges is characterized by slow waves rather than spike and waves, and generalized discharges was prominent.


Subject(s)
Alkyl and Aryl Transferases/genetics , Epilepsies, Myoclonic/genetics , Seizures/genetics , Status Epilepticus/genetics , Tremor/genetics , Adolescent , Brain/physiopathology , Child , Child, Preschool , Electroencephalography , Epilepsies, Myoclonic/physiopathology , Evoked Potentials, Somatosensory/genetics , Female , Genotype , Humans , Male , Phenotype , Seizures/physiopathology , Status Epilepticus/physiopathology , Tremor/physiopathology , Exome Sequencing
18.
CNS Neurosci Ther ; 28(2): 218-225, 2022 02.
Article in English | MEDLINE | ID: mdl-34758102

ABSTRACT

INTRODUCTION: Parkinson's (PD) is a common degenerative disease of the central nervous system. It affects more than 6 million individuals worldwide. The typical clinical manifestations include static tremor, slow movement, and unstable posture. However, the correlation between head tremor and the severity of PD remains unclear. METHODS: In the current study, 18 patients and 18 healthy subjects were recruited to undergo a phonation test. Noldus facereader 7.0 software was used to analyze the range of head trembling between the two groups. RESULTS: The data revealed that patients with PD had significant differences in the x-, y-, and z-axis of head movement with respect to the specific pronunciation syllables compared with the normal group. Moreover, the head movement of the patients with PD was positively correlated with the severity of the disease in the single, double, and multiple syllable tests. In the phonetic test, the head displacement of patients with PD was significantly greater than that of healthy individuals, and the displacement range was positively correlated with the severity of the disease. CONCLUSION: These pieces of evidence suggested that the measurement of head displacement assists the early diagnosis and severity of the disease.


Subject(s)
Head Movements/physiology , Parkinson Disease/physiopathology , Tremor/physiopathology , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Parkinson Disease/complications , Patient Acuity , Tremor/diagnosis , Tremor/etiology
19.
J Neurosci ; 41(47): 9844-9858, 2021 11 24.
Article in English | MEDLINE | ID: mdl-34702744

ABSTRACT

Tremor, a common and often primary symptom of Parkinson's disease, has been modeled with distinct onset and maintenance dynamics. To identify the neurophysiologic correlates of each state, we acquired intraoperative cortical and subthalamic nucleus recordings from 10 patients (9 male, 1 female) performing a naturalistic visual-motor task. From this task, we isolated short epochs of tremor onset and sustained tremor. Comparing these epochs, we found that the subthalamic nucleus was central to tremor onset, as it drove both motor cortical activity and tremor output. Once tremor became sustained, control of tremor shifted to cortex. At the same time, changes in directed functional connectivity across sensorimotor cortex further distinguished the sustained tremor state.SIGNIFICANCE STATEMENT Tremor is a common symptom of Parkinson's disease (PD). While tremor pathophysiology is thought to involve both basal ganglia and cerebello-thalamic-cortical circuits, it is unknown how these structures functionally interact to produce tremor. In this article, we analyzed intracranial recordings from the subthalamic nucleus and sensorimotor cortex in patients with PD undergoing deep brain stimulation surgery. Using an intraoperative task, we examined tremor in two separate dynamic contexts: when tremor first emerged, and when tremor was sustained. We believe that these findings reconcile several models of Parkinson's tremor, while describing the short-timescale dynamics of subcortical-cortical interactions during tremor for the first time. These findings may describe a framework for developing proactive and responsive neurostimulation models for specifically treating tremor.


Subject(s)
Neural Pathways/physiopathology , Parkinson Disease/physiopathology , Sensorimotor Cortex/physiopathology , Subthalamic Nucleus/physiopathology , Tremor/physiopathology , Aged , Electrocorticography , Female , Humans , Male , Middle Aged , Parkinson Disease/complications , Tremor/etiology
20.
Genes (Basel) ; 12(10)2021 10 17.
Article in English | MEDLINE | ID: mdl-34681027

ABSTRACT

The Fragile X-related disorders (FXDs), which include the intellectual disability fragile X syndrome (FXS), are disorders caused by expansion of a CGG-repeat tract in the 5' UTR of the X-linked FMR1 gene. These disorders are named for FRAXA, the folate-sensitive fragile site that localizes with the CGG-repeat in individuals with FXS. Two pathological FMR1 allele size classes are distinguished. Premutation (PM) alleles have 54-200 repeats and confer the risk of fragile X-associated tremor/ataxia syndrome (FXTAS) and fragile X-associated primary ovarian insufficiency (FXPOI). PM alleles are prone to both somatic and germline expansion, with female PM carriers being at risk of having a child with >200+ repeats. Inheritance of such full mutation (FM) alleles causes FXS. Contractions of PM and FM alleles can also occur. As a result, many carriers are mosaic for different sized alleles, with the clinical presentation depending on the proportions of these alleles in affected tissues. Furthermore, it has become apparent that the chromosomal fragility of FXS individuals reflects an underlying problem that can lead to chromosomal numerical and structural abnormalities. Thus, large numbers of CGG-repeats in the FMR1 gene predisposes individuals to multiple forms of genome instability. This review will discuss our current understanding of these processes.


Subject(s)
Ataxia/genetics , Fragile X Mental Retardation Protein/genetics , Fragile X Syndrome/genetics , Primary Ovarian Insufficiency/genetics , Tremor/genetics , Aneuploidy , Ataxia/physiopathology , DNA Repeat Expansion/genetics , DNA Replication/genetics , Female , Fragile X Syndrome/physiopathology , Genomic Instability/genetics , Humans , Primary Ovarian Insufficiency/physiopathology , Tremor/physiopathology , Trinucleotide Repeat Expansion/genetics
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