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Frontiers in Digital Health 2022Quantifying neurological disorders from voice is a rapidly growing field of research and holds promise for unobtrusive and large-scale disorder monitoring. The data...
Quantifying neurological disorders from voice is a rapidly growing field of research and holds promise for unobtrusive and large-scale disorder monitoring. The data recording setup and data analysis pipelines are both crucial aspects to effectively obtain relevant information from participants. Therefore, we performed a systematic review to provide a high-level overview of practices across various neurological disorders and highlight emerging trends. PRISMA-based literature searches were conducted through PubMed, Web of Science, and IEEE Xplore to identify publications in which original (i.e., newly recorded) datasets were collected. Disorders of interest were psychiatric as well as neurodegenerative disorders, such as bipolar disorder, depression, and stress, as well as amyotrophic lateral sclerosis amyotrophic lateral sclerosis, Alzheimer's, and Parkinson's disease, and speech impairments (aphasia, dysarthria, and dysphonia). Of the 43 retrieved studies, Parkinson's disease is represented most prominently with 19 discovered datasets. Free speech and read speech tasks are most commonly used across disorders. Besides popular feature extraction toolkits, many studies utilise custom-built feature sets. Correlations of acoustic features with psychiatric and neurodegenerative disorders are presented. In terms of analysis, statistical analysis for significance of individual features is commonly used, as well as predictive modeling approaches, especially with support vector machines and a small number of artificial neural networks. An emerging trend and recommendation for future studies is to collect data in everyday life to facilitate longitudinal data collection and to capture the behavior of participants more naturally. Another emerging trend is to record additional modalities to voice, which can potentially increase analytical performance.
PubMed: 35899034
DOI: 10.3389/fdgth.2022.842301 -
The Cochrane Database of Systematic... May 2022Motor neuron disease (MND), also known as amyotrophic lateral sclerosis (ALS), is a progressive neurodegenerative condition that may cause dysphagia, as well as limb... (Review)
Review
BACKGROUND
Motor neuron disease (MND), also known as amyotrophic lateral sclerosis (ALS), is a progressive neurodegenerative condition that may cause dysphagia, as well as limb weakness, dysarthria, emotional lability, and respiratory failure. Since normal salivary production is 0.5 L to 1.5 L daily, loss of salivary clearance due to dysphagia leads to salivary pooling and sialorrhea, often resulting in distress and inconvenience to people with MND. This is an update of a review first published in 2011.
OBJECTIVES
To assess the effects of treatments for sialorrhea in MND, including medications, radiotherapy and surgery.
SEARCH METHODS
On 27 August 2021, we searched the Cochrane Neuromuscular Specialised Register, CENTRAL, MEDLINE, Embase, AMED, CINAHL, ClinicalTrials.gov and the WHO ICTRP. We checked the bibliographies of the identified randomized trials and contacted trial authors as needed. We contacted known experts in the field to identify further published and unpublished papers.
SELECTION CRITERIA
We included randomized controlled trials (RCTs) and quasi-RCTs, including cross-over trials, on any intervention for sialorrhea and related symptoms, compared with each other, placebo or no intervention, in people with ALS/MND.
DATA COLLECTION AND ANALYSIS
We used standard methodological procedures expected by Cochrane.
MAIN RESULTS
We identified four RCTs involving 110 participants with MND who were described as having intractable sialorrhea or bulbar dysfunction. A well-designed study of botulinum toxin B compared to placebo injected into the parotid and submandibular glands of 20 participants showed that botulinum toxin B may produce participant-reported improvement in sialorrhea, but the confidence interval (CI) was also consistent with no effect. Six of nine participants in the botulinum group and two of nine participants in the placebo group reported improvement (risk ratio (RR) 3.00, 95% CI 0.81 to 11.08; 1 RCT; 18 participants; low-certainty evidence). An objective measure indicated that botulinum toxin B probably reduced saliva production (in mL/5 min) at eight weeks compared to placebo (MD -0.50, 95% CI -1.07 to 0.07; 18 participants, moderate-certainty evidence). Botulinum toxin B may have little to no effect on quality of life, measured on the Schedule for Evaluation of Individual Quality of Life direct weighting scale (SEIQoL-DW; 0-100, higher values indicate better quality of life) (MD -2.50, 95% CI -17.34 to 12.34; 1 RCT; 17 participants; low-certainty evidence). The rate of adverse events may be similar with botulinum toxin B and placebo (20 participants; low-certainty evidence). Trialists did not consider any serious events to be related to treatment. A randomized pilot study of botulinum toxin A or radiotherapy in 20 participants, which was at high risk of bias, provided very low-certainty evidence on the primary outcome of the Drool Rating Scale (DRS; range 8 to 39 points, higher scores indicate worse drooling) at 12 weeks (effect size -4.8, 95% CI -10.59 to 0.92; P = 0.09; 1 RCT; 16 participants). Quality of life was not measured. Evidence for adverse events, measured immediately after treatment (RR 7.00, 95% CI 1.04 to 46.95; 20 participants), and after four weeks (when two people in each group had viscous saliva) was also very uncertain. A phase 2, randomized, placebo-controlled cross-over study of 20 mg dextromethorphan hydrobromide and 10 mg quinidine sulfate (DMQ) found that DMQ may produce a participant-reported improvement in sialorrhea, indicated by a slight improvement (decrease) in mean scores for the primary outcome, the Center for Neurologic Study Bulbar Function Scale (CNS-BFS). Mean total CNS-BFS (range 21 (no symptoms) to 112 (maximum symptoms)) was 53.45 (standard error (SE) 1.07) for the DMQ treatment period and 59.31 (SE 1.10) for the placebo period (mean difference) MD -5.85, 95% CI -8.77 to -2.93) with a slight decrease in the CNS-BFS sialorrhea subscale score (range 7 (no symptoms) to 35 (maximum symptoms)) compared to placebo (MD -1.52, 95% CI -2.52 to -0.52) (1 RCT; 60 participants; moderate-certainty evidence). The trial did not report an objective measure of saliva production or measure quality of life. The study was at an unclear risk of bias. Adverse events were similar to other trials of DMQ, and may occur at a similar rate as placebo (moderate-certainty evidence, 60 participants), with the most common side effects being constipation, diarrhea, nausea, and dizziness. Nausea and diarrhea on DMQ treatment resulted in one withdrawal. A randomized, double-blind, placebo-controlled cross-over study of scopolamine (hyoscine), administered using a skin patch, involved 10 randomized participants, of whom eight provided efficacy data. The participants were unrepresentative of clinic cohorts under routine clinical care as they had feeding tubes and tracheostomy ventilation, and the study was at high risk of bias. The trial provided very low-certainty evidence on sialorrhea in the short term (7 days' treatment, measured on the Amyotrophic Lateral Scelerosis Functional Rating Scale-Revised (ALSFRS-R) saliva item (P = 0.572)), and the amount of saliva production in the short term, as indicated by the weight of a cotton roll (P = 0.674), or daily oral suction volume (P = 0.69). Quality of life was not measured. Adverse events evidence was also very uncertain. One person treated with scopolamine had a dry mouth and one died of aspiration pneumonia considered unrelated to treatment.
AUTHORS' CONCLUSIONS
There is some low-certainty or moderate-certainty evidence for the use of botulinum toxin B injections to salivary glands and moderate-certainty evidence for the use of oral dextromethorphan with quinidine (DMQ) for the treatment of sialorrhea in MND. Evidence on radiotherapy versus botulinum toxin A injections, and scopolamine patches is too uncertain for any conclusions to be drawn. Further research is required on treatments for sialorrhea. Data are needed on the problem of sialorrhea in MND and its measurement, both by participant self-report measures and objective tests. These will allow the development of better RCTs.
Topics: Amyotrophic Lateral Sclerosis; Botulinum Toxins, Type A; Clinical Trials, Phase II as Topic; Deglutition Disorders; Diarrhea; Humans; Motor Neuron Disease; Nausea; Randomized Controlled Trials as Topic; Saliva; Scopolamine Derivatives; Sialorrhea
PubMed: 35593746
DOI: 10.1002/14651858.CD006981.pub3 -
International Journal of Stroke :... Feb 2023Early diagnosis through symptom recognition is vital in the management of acute stroke. However, women who experience stroke are more likely than men to be initially... (Meta-Analysis)
Meta-Analysis Review
BACKGROUND
Early diagnosis through symptom recognition is vital in the management of acute stroke. However, women who experience stroke are more likely than men to be initially given a nonstroke diagnosis and it is unclear if potential sex differences in presenting symptoms increase the risk of delayed or missed stroke diagnosis.
AIMS
To quantify sex differences in the symptom presentation of stroke and assess whether these differences are associated with a delayed or missed diagnosis.
METHODS
PubMed, EMBASE, and the Cochrane Library were systematically searched up to January 2021. Studies were included if they reported presenting symptoms of adult women and men with diagnosed stroke (ischemic or hemorrhagic) or transient ischemic attack (TIA) and were published in English. Mean percentages with 95% confidence intervals (CIs) of each symptom were calculated for women and men. The crude relative risks (RRs) with 95% CI of symptoms being present in women, relative to men, were also calculated and pooled. Any data on the delayed or missed diagnosis of stroke for women compared to men based on symptom presentation were also extracted.
RESULTS
Pooled results from 21 eligible articles showed that women and men presented with a similar mean percentage of motor deficit (56% in women vs 56% in men) and speech deficit (41% in women vs 40% in men). Despite this, women more commonly presented with nonfocal symptoms than men: generalized nonspecific weakness (49% vs 36%), mental status change (31% vs 21%), and confusion (37% vs 28%), whereas men more commonly presented with ataxia (44% vs 30%) and dysarthria (32% vs 27%). Women also had a higher risk of presenting with some nonfocal symptoms: generalized weakness (RR 1.49, 95% CI 1.09-2.03), mental status change (RR 1.44, 95% CI 1.22-1.71), fatigue (RR 1.42, 95% CI 1.05-1.92), and loss of consciousness (RR 1.30, 95% CI 1.12-1.51). In contrast, women had a lower risk of presenting with dysarthria (RR 0.89, 95% CI 0.82-0.95), dizziness (RR 0.87, 95% CI 0.80-0.95), gait disturbance (RR 0.79, 95% CI 0.65-0.97), and imbalance (RR 0.68, 95% CI 0.57-0.81). Only one study linking symptoms to definite stroke/TIA diagnosis found that pain and unilateral sensory loss are associated with lower odds of a definite diagnosis in women compared to men.
CONCLUSION
Although women showed a higher prevalence of some nonfocal symptoms, the prevalence of focal neurological symptoms, such as motor weakness and speech deficit, was similar for both sexes. Awareness of sex differences in symptoms in acute stroke evaluation, careful consideration of the full constellation of presenting symptoms, and further studies linking symptoms to diagnostic outcomes can be helpful in improving early diagnosis and management in both sexes.
Topics: Adult; Humans; Female; Male; Stroke; Ischemic Attack, Transient; Sex Characteristics; Dysarthria; Dizziness
PubMed: 35411828
DOI: 10.1177/17474930221090133 -
Expert Opinion on Drug Safety Jul 2022The antiseizure medication phenytoin has been associated with changes in the cerebellum, cerebellar signs, and permanent cerebellar damage. We have systematically...
INTRODUCTION
The antiseizure medication phenytoin has been associated with changes in the cerebellum, cerebellar signs, and permanent cerebellar damage. We have systematically reviewed the clinical and radiological features, and their correlation.
AREAS COVERED
We identified sixty case reports and case series of the effects of phenytoin on the cerebellum by searching Medline and Embase and relevant reference lists. The reports described 92 [median 1, range 1-5] cases, documented median age 28 [2.7-78] years. Eighty-one cases described one or more clinical sign of ataxia (present in 96%), dysarthria (63%), and nystagmus (70%). The neurological outcome (in 76 cases): 10 (13%) recovered by 12 months; 55 (72%) suffered residual disability; and 11 (14%) died. Median serum phenytoin concentration (48 cases) was 50 (interquartile range 31-66) mg/L; only three values were below 20 mg/L. The radiological findings included cerebellar atrophy in 41 of 61 patients (67%) with at least one scan.
EXPERT OPINION
Evidence mainly comes from case reports, and is inevitably biased. Most patients with cerebellar dysfunction have phenytoin concentrations above the reference range. Clinical signs of ataxia can persist without radiological evidence of cerebellar atrophy, and cerebellar atrophy is seen without any clinical evidence of cerebellar dysfunction.
Topics: Adult; Ataxia; Atrophy; Cerebellar Ataxia; Cerebellar Diseases; Cerebellum; Humans; Phenytoin
PubMed: 35325581
DOI: 10.1080/14740338.2022.2058487 -
American Journal of Speech-language... May 2022Speech-language pathologists (SLPs) often advise adult patients to complete at-home programs in order to improve outcomes. Despite this widespread practice, relatively...
PURPOSE
Speech-language pathologists (SLPs) often advise adult patients to complete at-home programs in order to improve outcomes. Despite this widespread practice, relatively little is known about treatment adherence. The purposes of this systematic review were to identify adherence strategies and adherence tracking methods used by adult populations that are commonly treated by SLPs (i.e., dysphagia, aphasia, traumatic brain injury, dysphonia, dysarthria), and to identify the efficacy of these strategies.
METHOD
The systematic review was conducted in accordance with A Measurement Tool to Assess Systematic Reviews guidelines. A comprehensive literature search was performed in three databases (CINAHL, PubMed, and Web of Science).
RESULTS
Of the 679 articles found, 18 were selected for analysis. Two thirds of the included articles received the second highest rating on the 5-point JAMA Quality Rating Scheme. Interventions designed to alter treatment adherence included (most to least frequent) computer programs, portable devices/phone apps, alarm reminders, instructional DVDs, check-ins from a clinician/volunteer, and wearable device. Adherence reporting methods included (most to least frequent) self-report diaries, computer program/app-aided collection, wearable device, and clinician/volunteer observation. Of the articles that reported practice frequency, 58% found that adherence strategies improved practice frequency as compared to control. Of the articles that reported treatment outcomes, 66% found that adherence strategies were associated with improved treatment outcomes as compared to control.
CONCLUSIONS
The paucity of publications reviewed suggests that treatment adherence is considerably understudied in speech-language pathology. A clearer understanding of how to improve the design of adherence strategies could yield highly valuable clinical outcomes.
SUPPLEMENTAL MATERIAL
https://doi.org/10.23641/asha.19393793.
Topics: Adult; Aphasia; Humans; Pathologists; Speech-Language Pathology
PubMed: 35320678
DOI: 10.1044/2022_AJSLP-21-00255 -
Acute Medicine 2021A 51-year-old man presented with mild headache followed by sudden onset of right sided weakness and dysarthria on the background of one week history of right sided...
A 51-year-old man presented with mild headache followed by sudden onset of right sided weakness and dysarthria on the background of one week history of right sided sciatica and malaise. He was apparently immunocompetent with only past medical history being hypertension. There was no consumption of tobacco or excess alcohol and he previously had normal liver and renal function.
Topics: Adult; Brain Ischemia; Humans; Ischemic Stroke; Male; Meningoencephalitis; Middle Aged; Streptococcus; Stroke
PubMed: 35072388
DOI: 10.52964/AMJA.0881 -
Neurosurgical Review Jun 2022Deep brain stimulation (DBS) is a reversible treatment for chorea-acanthocytosis (ChAc). Its safety and efficacy remain elusive due to the low prevalence of ChAc. We... (Review)
Review
Deep brain stimulation (DBS) is a reversible treatment for chorea-acanthocytosis (ChAc). Its safety and efficacy remain elusive due to the low prevalence of ChAc. We aimed to investigate the safety and efficacy of DBS for ChAc by systematically reviewing literature through PubMed and EMBASE. Inclusion criteria were reports on the efficacy or safety of DBS for ChAc and English language articles, and exclusion criteria were other movement disorders, non-human subjects, and studies without original data. Most studies were published as case reports, and we therefore pooled these cases in one cohort. Twenty studies with 34 patients were included. The mean age of symptom onset was 29.3 years (range, 17-48). The median follow-up was 12 months (range, 2-84). Twenty-nine patients underwent GPi-DBS, two received STN-DBS, and one underwent Vop-DBS. Electrodes were implanted into the ventralis oralis complex of the thalamus and the pallidal in two patients. Symptoms seemed to be easier relieved in chorea (88.5%) and dystonia (76.9%) but dysarthria of most patients (85.7%) was no response after DBS. The Unified Huntington's Disease Rating Scale-Motor Score was used to assess the efficacy of DBS in 25 patients; the mean score decreased from 43.2 to 22.3 and the median improvement rate was 46.7%. Of 24 patients with data on adverse events, complications occurred in 9 patients (37.5%; mostly transient and mild events). DBS is a promising treatment for ChAc with satisfactory efficacy and safety based on the review. Pallidal and thalamic DBS have been applied in ChAc; GPi-DBS seems to be more widely used.
Topics: Deep Brain Stimulation; Dystonia; Globus Pallidus; Humans; Neuroacanthocytosis; Treatment Outcome
PubMed: 35020105
DOI: 10.1007/s10143-022-01735-1 -
Neurological Sciences : Official... Feb 2022Amyotrophic lateral sclerosis (ALS) is a fatal and incurable neurodegenerative disease. There is still no established cost-effective treatment that can improve... (Meta-Analysis)
Meta-Analysis Review
BACKGROUND
Amyotrophic lateral sclerosis (ALS) is a fatal and incurable neurodegenerative disease. There is still no established cost-effective treatment that can improve functional status and survival of ALS patients. Perampanel, by inhibiting neuronal calcium ion influx and preventing dyslocalization of nuclear proteins, has the potential to ameliorate ALS neurodegeneration.
OBJECTIVES
This study aims to determine the efficacy and safety of perampanel among ALS patients in terms of improvement in functional status using a review of relevant studies.
METHODS
MedLine, Cochrane Central Register for Controlled Trials, Scopus, Embase, Literatura Latino-Americana e do Caribe em Ciências da Saúde, ClinicalTrials.gov website, and HERDIN databases were searched from inception to August 2021 for relevant studies.
RESULTS
The search yielded 132 articles; 3 studies were included in the analysis. Pooled evidence shows that perampanel compared to placebo significantly improves cortical motor hyperexcitability but not the ALS functional rating scale-revised score. Perampanel is associated with adverse events such as aggression, somnolence, anger, and dysarthria.
CONCLUSION
There is no sufficient evidence to support the role of perampanel in improving functional status of ALS patients. Although it can ameliorate motor cortical hyperexcitability, its clinical benefit has not yet been elucidated. Perampanel is not well tolerated among ALS patients as it is associated with adverse events such as aggression, somnolence, anger, and dysarthria. Further studies investigating the role of perampanel early in the ALS disease course, excluding ALS patients with frontotemporal lobe degeneration features and C9ORF72 repeat expansion, and using gradual drug titration schedule are needed to evaluate the potential benefit of perampanel in ALS.
Topics: Amyotrophic Lateral Sclerosis; Humans; Neurodegenerative Diseases; Nitriles; Pyridones
PubMed: 34994876
DOI: 10.1007/s10072-022-05867-6 -
Stroke Feb 2022Women have worse outcomes than men after stroke. Differences in presentation may lead to misdiagnosis and, in part, explain these disparities. We investigated whether... (Meta-Analysis)
Meta-Analysis
BACKGROUND AND PURPOSE
Women have worse outcomes than men after stroke. Differences in presentation may lead to misdiagnosis and, in part, explain these disparities. We investigated whether there are sex differences in clinical presentation of acute stroke or transient ischemic attack.
METHODS
We conducted a systematic review and meta-analysis according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement. Inclusion criteria were (1) cohort, cross-sectional, case-control, or randomized controlled trial design; (2) admission for (suspicion of) ischemic or hemorrhagic stroke or transient ischemic attack; and (3) comparisons possible between sexes in ≥1 nonfocal or focal acute stroke symptom(s). A random-effects model was used for our analyses. We performed sensitivity and subanalyses to help explain heterogeneity and used the Newcastle-Ottawa Scale to assess bias.
RESULTS
We included 60 studies (n=582 844; 50% women). In women, headache (pooled odds ratio [OR], 1.24 [95% CI, 1.11-1.39]; I=75.2%; 30 studies) occurred more frequently than in men with any type of stroke, as well as changes in consciousness/mental status (OR, 1.38 [95% CI, 1.19-1.61]; I=95.0%; 17 studies) and coma/stupor (OR, 1.39 [95% CI, 1.25-1.55]; I=27.0%; 13 studies). Aspecific or other neurological symptoms (nonrotatory dizziness and non-neurological symptoms) occurred less frequently in women (OR, 0.96 [95% CI, 0.94-0.97]; I=0.1%; 5 studies). Overall, the presence of focal symptoms was not associated with sex (pooled OR, 1.03) although dysarthria (OR, 1.14 [95% CI, 1.04-1.24]; I=48.6%; 11 studies) and vertigo (OR, 1.23 [95% CI, 1.13-1.34]; I=44.0%; 8 studies) occurred more frequently, whereas symptoms of paresis/hemiparesis (OR, 0.73 [95% CI, 0.54-0.97]; I=72.6%; 7 studies) and focal visual disturbances (OR, 0.83 [95% CI, 0.70-0.99]; I=62.8%; 16 studies) occurred less frequently in women compared with men with any type of stroke. Most studies contained possible sources of bias.
CONCLUSIONS
There may be substantive differences in nonfocal and focal stroke symptoms between men and women presenting with acute stroke or transient ischemic attack, but sufficiently high-quality studies are lacking. More studies are needed to address this because sex differences in presentation may lead to misdiagnosis and undertreatment.
Topics: Cohort Studies; Cross-Sectional Studies; Diagnostic Errors; Female; Humans; Intracranial Hemorrhages; Ischemic Attack, Transient; Male; Sex Characteristics; Stroke; Treatment Outcome
PubMed: 34903037
DOI: 10.1161/STROKEAHA.120.034040 -
BMJ Case Reports Dec 2021Myasthenia gravis (MG) is an autoimmune condition affecting the neuromuscular junction characterised by weakness and fatiguability, carrying a high morbidity if...
Myasthenia gravis (MG) is an autoimmune condition affecting the neuromuscular junction characterised by weakness and fatiguability, carrying a high morbidity if treatment is delayed. A clear association with thymoma has led to management with thymectomy as a common practice, but MG presenting post-thymectomy has rarely been reported. We present a case of an 82- year-old woman developing fatigue, ptosis and dysarthria 3 months after thymectomy. After a clinical diagnosis of MG was made, she responded well to prompt treatment with prednisolone and pyridostigmine. Her anti-acetylcholine receptor antibody (anti-AChR) subsequently came back positive. Our systematic review reveals that post-thymectomy MG can be categorised as early-onset or late-onset form with differing aetiology, and demonstrated correlation between preoperative anti-AChR titres and post-thymectomy MG. The postulated mechanisms for post-thymectomy MG centre around long-lasting peripheral autoantibodies. Clinicians should actively look for MG symptoms in thymoma patients and measure anti-AChR preoperatively to aid prognostication.
Topics: Aged, 80 and over; Female; Humans; Autoantibodies; Myasthenia Gravis; Receptors, Cholinergic; Thymectomy; Thymoma; Thymus Neoplasms
PubMed: 34857591
DOI: 10.1136/bcr-2021-246005