Comparison of Automated Acoustic Methods for Oral Diadochokinesis Assessment in Amyotrophic Lateral Sclerosis

2020 ◽  
Vol 63 (10) ◽  
pp. 3453-3460
Author(s):  
Michal Novotny ◽  
Jan Melechovsky ◽  
Kriss Rozenstoks ◽  
Tereza Tykalova ◽  
Petr Kryze ◽  
...  
Keyword(s):  
Signal Processing ◽  
Amyotrophic Lateral Sclerosis ◽  
Deep Learning ◽  
Performance Comparison ◽  
Accuracy Rate ◽  
Syllable Repetition ◽  
Wide Range ◽  
Als Patients ◽  
Oral Diadochokinesis ◽  
Lateral Sclerosis

Purpose The purpose of this research note is to provide a performance comparison of available algorithms for the automated evaluation of oral diadochokinesis using speech samples from patients with amyotrophic lateral sclerosis (ALS). Method Four different algorithms based on a wide range of signal processing approaches were tested on a sequential motion rate /pa/-/ta/-/ka/ syllable repetition paradigm collected from 18 patients with ALS and 18 age- and gender-matched healthy controls (HCs). Results The best temporal detection of syllable position for a 10-ms tolerance value was achieved for ALS patients using a traditional signal processing approach based on a combination of filtering in the spectrogram, Bayesian detection, and polynomial thresholding with an accuracy rate of 74.4%, and for HCs using a deep learning approach with an accuracy rate of 87.6%. Compared to HCs, a slow diadochokinetic rate ( p < .001) and diadochokinetic irregularity ( p < .01) were detected in ALS patients. Conclusions The approaches using deep learning or multiple-step combinations of advanced signal processing methods provided a more robust solution to the estimation of oral DDK variables than did simpler approaches based on the rough segmentation of the signal envelope. The automated acoustic assessment of oral diadochokinesis shows excellent potential for monitoring bulbar disease progression in individuals with ALS.

Automated Acoustic Analysis of Oral Diadochokinesis to Assess Bulbar Motor Involvement in Amyotrophic Lateral Sclerosis

2020 ◽  
Vol 63 (1) ◽  
pp. 59-73 ◽  
Author(s):  
Panying Rong
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Acoustic Analysis ◽  
Speaking Rate ◽  
Disease Stage ◽  
Healthy Controls ◽  
Tongue Movement ◽  
Major Barrier ◽  
Syllable Repetition ◽  
Oral Diadochokinesis ◽  
Lateral Sclerosis

Purpose The purpose of this article was to validate a novel acoustic analysis of oral diadochokinesis (DDK) in assessing bulbar motor involvement in amyotrophic lateral sclerosis (ALS). Method An automated acoustic DDK analysis was developed, which filtered out the voice features and extracted the envelope of the acoustic waveform reflecting the temporal pattern of syllable repetitions during an oral DDK task (i.e., repetitions of /tɑ/ at the maximum rate on 1 breath). Cycle-to-cycle temporal variability (cTV) of envelope fluctuations and syllable repetition rate (sylRate) were derived from the envelope and validated against 2 kinematic measures, which are tongue movement jitter (movJitter) and alternating tongue movement rate (AMR) during the DDK task, in 16 individuals with bulbar ALS and 18 healthy controls. After the validation, cTV, sylRate, movJitter, and AMR, along with an established clinical speech measure, that is, speaking rate (SR), were compared in their ability to (a) differentiate individuals with ALS from healthy controls and (b) detect early-stage bulbar declines in ALS. Results cTV and sylRate were significantly correlated with movJitter and AMR, respectively, across individuals with ALS and healthy controls, confirming the validity of the acoustic DDK analysis in extracting the temporal DDK pattern. Among all the acoustic and kinematic DDK measures, cTV showed the highest diagnostic accuracy (i.e., 0.87) with 80% sensitivity and 94% specificity in differentiating individuals with ALS from healthy controls, which outperformed the SR measure. Moreover, cTV showed a large increase during the early disease stage, which preceded the decline of SR. Conclusions This study provided preliminary validation of a novel automated acoustic DDK analysis in extracting a useful measure, namely, cTV, for early detection of bulbar ALS. This analysis overcame a major barrier in the existing acoustic DDK analysis, which is continuous voicing between syllables that interferes with syllable structures. This approach has potential clinical applications as a novel bulbar assessment.

Riluzole Exhibits No Therapeutic Efficacy on a Transgenic Rat model of Amyotrophic Lateral Sclerosis

2020 ◽  
Vol 17 (3) ◽  
pp. 275-285 ◽  
Author(s):  
Si Chen ◽  
Qiao Liao ◽  
Ke Lu ◽  
Jinxia Zhou ◽  
Cao Huang ◽  
...  
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Motor Neurons ◽  
Rat Model ◽  
Microglial Activation ◽  
Transgenic Rat ◽  
Intragastric Administration ◽  
Behavioral Deficits ◽  
Als Patients ◽  
Lateral Sclerosis ◽  
Transgenic Rat Model

Background: Amyotrophic lateral sclerosis (ALS) is a neurological disorder clinically characterized by motor system dysfunction, with intraneuronal accumulation of the TAR DNAbinding protein 43 (TDP-43) being a pathological hallmark. Riluzole is a primarily prescribed medicine for ALS patients, while its therapeutical efficacy appears limited. TDP-43 transgenic mice are existing animal models for mechanistic/translational research into ALS. Methods: We developed a transgenic rat model of ALS expressing a mutant human TDP-43 transgene (TDP-43M337V) and evaluated the therapeutic effect of Riluzole on this model. Relative to control, rats with TDP-43M337V expression promoted by the neurofilament heavy subunit (NEF) gene or specifically in motor neurons promoted by the choline acetyltransferase (ChAT) gene showed progressive worsening of mobility and grip strength, along with loss of motor neurons, microglial activation, and intraneuronal accumulation of TDP-43 and ubiquitin aggregations in the spinal cord. Results: Compared to vehicle control, intragastric administration of Riluzole (30 mg/kg/d) did not mitigate the behavioral deficits nor alter the neuropathologies in the transgenics. Conclusion: These findings indicate that transgenic rats recapitulate the basic neurological and neuropathological characteristics of human ALS, while Riluzole treatment can not halt the development of the behavioral and histopathological phenotypes in this new transgenic rodent model of ALS.

Plasma Creatinine Level Does Not Predict Respiratory Function in Amyotrophic Lateral Sclerosis

2021 ◽  
pp. 1-5
Author(s):  
João Morgadinho ◽  
Ana Catarina Pronto-Laborinho ◽  
Vasco A. Conceição ◽  
Marta Gromicho ◽  
Susana Pinto ◽  
...  
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Creatinine Level ◽  
Cox Regression ◽  
Functional Decline ◽  
Plasma Creatinine ◽  
Plasma Creatinine Level ◽  
Decline Rate ◽  
Respiratory Outcome ◽  
Als Patients ◽  
Lateral Sclerosis

In amyotrophic lateral sclerosis (ALS) lower plasma creatinine level has been associated with shorter survival and faster functional decline. It has not been clear if creatinine is associated with respiratory outcome. We analyzed retrospectively a population of unselected ALS patients. Multiple-regression and Cox-regression analyses were performed. We included 233 patients, mean age 62.8, mean disease duration of 18.6 months. At baseline, creatinine was significantly associated with ALSFRS-R, but not with its decline rate. No predictive value was disclosed for FVC, or their decline rate, or with survival. We did not confirm that creatinine is a marker of respiratory outcome.

Coping strategies among amyotrophic lateral sclerosis (ALS) patients: an integrative review

2021 ◽  
Author(s):  
Georgiana Soares Leandro ◽  
Mário Emílio Teixeira Dourado Júnior ◽  
Glauciane Costa Santana ◽  
Luan Samy Xavier Dantas
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Coping Strategies ◽  
Integrative Review ◽  
Als Patients ◽  
Lateral Sclerosis

scholarly journals Sterol auto-oxidation adversely affects human motor neuron viability and is a neuropathological feature of amyotrophic lateral sclerosis

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
James C. Dodge ◽  
Jinlong Yu ◽  
S. Pablo Sardi ◽  
Lamya S. Shihabuddin
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Motor Neuron ◽  
Cholesterol Homeostasis ◽  
Cholesterol Oxidation ◽  
Therapeutic Approaches ◽  
Cellular Survival ◽  
Sporadic Als ◽  
Human Motor ◽  
Als Patients ◽  
Lateral Sclerosis

AbstractAberrant cholesterol homeostasis is implicated in the pathogenesis of amyotrophic lateral sclerosis (ALS), a fatal neuromuscular disease that is due to motor neuron (MN) death. Cellular toxicity from excess cholesterol is averted when it is enzymatically oxidized to oxysterols and bile acids (BAs) to promote its removal. In contrast, the auto oxidation of excess cholesterol is often detrimental to cellular survival. Although oxidized metabolites of cholesterol are altered in the blood and CSF of ALS patients, it is unknown if increased cholesterol oxidation occurs in the SC during ALS, and if exposure to oxidized cholesterol metabolites affects human MN viability. Here, we show that in the SOD1G93A mouse model of ALS that several oxysterols, BAs and auto oxidized sterols are increased in the lumbar SC, plasma, and feces during disease. Similar changes in cholesterol oxidation were found in the cervical SC of sporadic ALS patients. Notably, auto-oxidized sterols, but not oxysterols and BAs, were toxic to iPSC derived human MNs. Thus, increased cholesterol oxidation is a manifestation of ALS and non-regulated sterol oxidation likely contributes to MN death. Developing therapeutic approaches to restore cholesterol homeostasis in the SC may lead to a treatment for ALS.

scholarly journals Utility of Transcranial Magnetic Simulation in Studying Upper Motor Neuron Dysfunction in Amyotrophic Lateral Sclerosis

2021 ◽  
Vol 11 (7) ◽  
pp. 906
Author(s):  
Nimeshan Geevasinga ◽  
Mehdi Van den Bos ◽  
Parvathi Menon ◽  
Steve Vucic
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Motor Neurons ◽  
Cortical Excitability ◽  
Muscular Atrophy ◽  
Close Relationship ◽  
Bulbar Onset ◽  
Als Patients ◽  
Transcranial Magnetic Simulation ◽  
Cortical Dysfunction ◽  
Lateral Sclerosis

Amyotrophic lateral sclerosis (ALS) is characterised by progressive dysfunction of the upper and lower motor neurons. The disease can evolve over time from focal limb or bulbar onset to involvement of other regions. There is some clinical heterogeneity in ALS with various phenotypes of the disease described, from primary lateral sclerosis, progressive muscular atrophy and flail arm/leg phenotypes. Whilst the majority of ALS patients are sporadic in nature, recent advances have highlighted genetic forms of the disease. Given the close relationship between ALS and frontotemporal dementia, the importance of cortical dysfunction has gained prominence. Transcranial magnetic stimulation (TMS) is a noninvasive neurophysiological tool to explore the function of the motor cortex and thereby cortical excitability. In this review, we highlight the utility of TMS and explore cortical excitability in ALS diagnosis, pathogenesis and insights gained from genetic and variant forms of the disease.

scholarly journals Cerebrospinal Fluid Chitinases as Biomarkers for Amyotrophic Lateral Sclerosis

Diagnostics ◽  
2021 ◽  
Vol 11 (7) ◽  
pp. 1210
Author(s):  
Júlia Costa ◽  
Marta Gromicho ◽  
Ana Pronto-Laborinho ◽  
Conceição Almeida ◽  
Ricardo A. Gomes ◽  
...  
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Cerebrospinal Fluid ◽  
Motor Neurons ◽  
Neurological Diseases ◽  
Disease Diagnosis ◽  
Enzyme Linked Immunosorbent Assay ◽  
Progression Rate ◽  
Therapeutic Trials ◽  
Als Patients ◽  
Lateral Sclerosis

Amyotrophic lateral sclerosis (ALS) is a neurodegenerative neuromuscular disease that affects motor neurons controlling voluntary muscles. Survival is usually 2–5 years after onset, and death occurs due to respiratory failure. The identification of biomarkers would be very useful to help in disease diagnosis and for patient stratification based on, e.g., progression rate, with implications in therapeutic trials. Neurofilaments constitute already-promising markers for ALS and, recently, chitinases have emerged as novel marker targets for the disease. Here, we investigated cerebrospinal fluid (CSF) chitinases as potential markers for ALS. Chitotriosidase (CHIT1), chitinase-3-like protein 1 (CHI3L1), chitinase-3-like protein 2 (CHI3L2) and the benchmark marker phosphoneurofilament heavy chain (pNFH) were quantified by an enzyme-linked immunosorbent assay (ELISA) from the CSF of 34 ALS patients and 24 control patients with other neurological diseases. CSF was also analyzed by UHPLC-mass spectrometry. All three chitinases, as well as pNFH, were found to correlate with disease progression rate. Furthermore, CHIT1 was elevated in ALS patients with high diagnostic performance, as was pNFH. On the other hand, CHIT1 correlated with forced vital capacity (FVC). The three chitinases correlated with pNFH, indicating a relation between degeneration and neuroinflammation. In conclusion, our results supported the value of CHIT1 as a diagnostic and progression rate biomarker, and its potential as respiratory function marker. The results opened novel perspectives to explore chitinases as biomarkers and their functional relevance in ALS.

scholarly journals Cognitive dysfunction in amyotrophic lateral sclerosis: can we predict it?

2021 ◽  
Author(s):  
Fabiola De Marchi ◽  
◽  
Claudia Carrarini ◽  
Antonio De Martino ◽  
Luca Diamanti ◽  
...  
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Time Course ◽  
Neurodegenerative Disorder ◽  
Early Stage ◽  
Multisystem Disorder ◽  
Behavioral Impairment ◽  
Behavioral Impairments ◽  
Als Patients ◽  
Disease Stages ◽  
Lateral Sclerosis

Abstract Background and aim Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disorder characterized by the degeneration of both upper and lower motoneurons in the brain and spinal cord leading to motor and extra-motor symptoms. Although traditionally considered a pure motor disease, recent evidences suggest that ALS is a multisystem disorder. Neuropsychological alterations, in fact, are observed in more than 50% of patients: while executive dysfunctions have been firstly identified, alterations in verbal fluency, behavior, and pragmatic and social cognition have also been described. Detecting and monitoring ALS cognitive and behavioral impairment even at early disease stages is likely to have staging and prognostic implications, and it may impact the enrollment in future clinical trials. During the last 10 years, humoral, radiological, neurophysiological, and genetic biomarkers have been reported in ALS, and some of them seem to potentially correlate to cognitive and behavioral impairment of patients. In this review, we sought to give an up-to-date state of the art of neuropsychological alterations in ALS: we will describe tests used to detect cognitive and behavioral impairment, and we will focus on promising non-invasive biomarkers to detect pre-clinical cognitive decline. Conclusions To date, the research on humoral, radiological, neurophysiological, and genetic correlates of neuropsychological alterations is at the early stage, and no conclusive longitudinal data have been published. Further and longitudinal studies on easily accessible and quantifiable biomarkers are needed to clarify the time course and the evolution of cognitive and behavioral impairments of ALS patients.

scholarly journals Critical Review of Complementary and Alternative Medicine Use in Amyotrophic Lateral Sclerosis: Prevalence and Users’ Profile, Decision-Making, Information Seeking, and Disclosure in the Face of a Lack of Efficacy

2018 ◽  
Vol 18 (4) ◽  
pp. 225-232 ◽  
Author(s):  
Jon Adams ◽  
Michael Lee ◽  
Wenbo Peng
Keyword(s):  
Decision Making ◽  
Amyotrophic Lateral Sclerosis ◽  
Alternative Medicine ◽  
Complementary And Alternative Medicine ◽  
Information Seeking ◽  
Disease Process ◽  
Cam Use ◽  
Als Patients ◽  
Lateral Sclerosis ◽  
Complementary And Alternative

Background: Despite a lack of evidence of clinical efficacy for complementary and alternative medicine (CAM) use in amyotrophic lateral sclerosis (ALS), these medicines remain popular around the world. Objective: To examine the prevalence and cost of CAM use in ALS and CAM users’ profile, decision-making, information seeking, and disclosure among ALS patients. Methods: A comprehensive literature search was conducted of MEDLINE, CINAHL/SCOPUS, and AMED databases from their inception to April 2018. This review followed PRISMA guidelines and employed a quality scoring system to assess the included papers. Results: Seven papers met the inclusion criteria and were thematically analysed. ALS patients utilized a range of CAM therapies and/or products, with acupuncture and vitamins being the most frequently reported. CAM modalities were often employed concurrently with conventional medications throughout the disease process. Although some ALS patients reported positive experience regarding CAM use, many were reluctant to disclose their CAM use to their clinicians. Research focusing on CAM use in ALS remains ad hoc and restricted to only a few countries. The rigour and quality of this research field to date has been varied, predominantly drawing upon regional/localized data and failing to report CAM users’ characteristics. Conclusion: A proportion of ALS patients report utilizing CAM concurrently with conventional treatments. Such use, set amidst a dearth of evidence for the efficacy of CAM in ALS, poses potential direct and indirect risks to patient care, and medical providers should be mindful of and enquire about CAM use when treating ALS patients.

scholarly journals Clinical attention and assistance profile of patients with amyotrophic lateral sclerosis

2011 ◽  
Vol 69 (2a) ◽  
pp. 170-175 ◽  
Author(s):  
Núbia Maria Freire Vieira Lima ◽  
Anamarli Nucci
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Public Health System ◽  
Primary Caregivers ◽  
Multidisciplinary Care ◽  
Outpatient Clinics ◽  
Home Nursing ◽  
The Public ◽  
Specialized Care ◽  
Als Patients ◽  
Lateral Sclerosis

OBJECTIVE: To evaluate the functional status of amyotrophic lateral sclerosis (ALS) patients diagnosed at this institution; to analyze hospital and palliative care; to identify patients' knowledge about home care and supportive resources. METHOD: Twenty-nine patients were evaluated on the ALSFRS-R scale and two semi-structured questionnaires, at the start of the study and every four months thereafter for 1 year. RESULTS: ALSFRS-R score was 30.1±11.5 initially and 24.4±10.5 at 1 year. There was an increase in use of physiotherapeutic care and adaptive aids. The primary caregivers were spouses (55.2%), parents/children/cousins (20.7%), friends (10.3%) and private nurses (3.5%); 10.3% of patients had no caregivers. Basic ALS patient care was provided by the public health system. CONCLUSION: ALS patients' multidisciplinary care was provided by UNICAMP hospital and its outpatient clinics and, in some patients, complemented by a private health plan or personal expenditure. Few ALS patients were aware of the possibility of home nursing. It is necessary to implement national and regional public home nursing in addition to multidisciplinary specialized care of ALS patients.

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