Distinct Longitudinal Changes in EEG Measures Reflecting Functional Network Disruption in ALS Cognitive Phenotypes.

Amyotrophic lateral sclerosis (ALS) is characterised primarily by motor system degeneration, with clinical evidence of cognitive and behavioural change in up to 50% of cases. We have shown previously that resting-state EEG captures dysfunction in motor and cognitive networks in ALS. However, the longitudinal development of these dysfunctional patterns, especially in networks linked with cognitive-behavioural functions, remains unclear. Longitudinal studies on non-motor changes in ALS are essential to further develop our understanding of disease progression, improve care and enhance the evaluation of new treatments. To address this gap, we examined 124 ALS individuals with 128-channel resting-state EEG recordings, categorised by cognitive impairment (ALSci, n = 25), behavioural impairment (ALSbi, n = 58), or non-impaired (ALSncbi, n = 53), with 12 participants meeting the criteria for both ALSci and ALSbi. Using linear mixed-effects models, we characterised the general and phenotype-specific longitudinal changes in brain network, and their association with cognitive performance, behaviour changes, fine motor symptoms, and survival. Our findings revealed a significant decline in [Formula: see text]-band spectral power over time in the temporal region along with increased [Formula: see text]-band power in the fronto-temporal region in the ALS group. ALSncbi participants showed widespread ß-band synchrony decrease, while ALSci participants exhibited increased co-modulation correlated with verbal fluency decline. Longitudinal network-level changes were specific of ALS subgroups and correlated with motor, cognitive, and behavioural decline, as well as with survival. Spectral EEG measures can longitudinally track abnormal network patterns, serving as a candidate stratification tool for clinical trials and personalised treatments in ALS.

Development and Evaluation of the Telehealth in Motor Neuron Disease System: The TIME Study Protocol.

BACKGROUND: For more responsive care provision for motor neuron disease and caregivers, a digital system called Telehealth in MND-Care (TiM-C) was created. TiM-C sends regular symptom questionnaires to users; their responses are sent to health care professionals (HCPs). To enable people with motor neuron disease to participate in research studies more easily, a parallel platform was developed from TiM-C, called Telehealth in MND-Research (TiM-R). TiM-R can advertise studies, collect data, and make them available to MND researchers. OBJECTIVE: This study has 4 work packages (WPs) to facilitate service approval, codevelop the TiM systems, and evaluate the service. Each WP aims to understand (1) what helps and hinders the approval of the TiM-C system as a National Health Service; (2) what aspects of MND care and research are currently unmet and can be addressed through the TiM-C and TiM-R systems; (3) how TiM-C influences MND care, from the perspective of people with motor neuron disease, their caregivers, and HCPs; and (4) the costs and benefits associated with TiM-C. METHODS: WP1 will use semistructured interviews with 10-15 people involved in the approval of TiM-C to understand the barriers and facilitators to governance processes. WP2 will use individual and group interviews with 25-35 users (people with motor neuron disease, caregivers, HCPs, MND researchers, and industry) of TiM-C and TiM-R to understand the current unmet needs of these user groups and how TiM services can be developed to meet these needs. WP3 will use a process evaluation involving 5 elements; local context, engagement, user experiences, service impact, and mechanisms of action. A range of methods, including audits, analysis of routine data, questionnaires, interviews, and observations will be used with people with motor neuron disease, caregivers, and HCPs, both those using the system and those who declined the service when invited. WP4 will use data collected through the process evaluation and known costs to conduct a cost-consequence and budget impact analysis to explore the cost-benefit of the TiM-C service. Most data collected will be qualitative, with thematic and framework analysis used to develop themes from transcripts and observations. Descriptive statistics or t tests and chi-square tests will be used to describe and analyze quantitative data. RESULTS: This study has received ethical approval and has begun recruitment in 1 site. Further, 13 specialist MND centers will adopt TiM-C and the TIME study, beginning in July 2024. The study will conclude in November 2026 and a final report will be produced 3 months after the completion date. CONCLUSIONS: This study will facilitate the implementation and development of TiM-C and TiM-R and fully evaluate the TiM-C service, enabling informed decision-making among health care providers regarding continued involvement and contribute to the wider literature relating to how technology-enabled care services can affect clinical care. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/57685.

Neuropalliative Care Needs Checklist for Motor Neuron Disease and Parkinson's Disease: A Biopsychosocial Approach.

Objectives: Neurodegenerative disorders necessitate comprehensive palliative care due to their progressive and irreversible nature. Limited studies have explored the comprehensive assessment needs of this population. This present study is designed to develop a checklist for evaluating the palliative care needs of individuals with motor neuron disease (MND) and Parkinson's disease (PD). Materials and Methods: The checklist was created through an extensive literature review and discussions with stakeholders in neuropalliative. Feedback from six field experts led to the finalisation of the checklist, which comprised 53 items addressing the unique biopsychosocial needs of MND and PD. Sixty patient-caregiver dyads receiving treatment in a tertiary referral care centre for neurology in south India completed the checklist. Results: People with MND had more identified needs with speech, swallowing, and communication, while people with PD reported needs in managing tremors, reduced movements, and subjective feelings of stiffness. People denying the severity of the illness was found to be a major psychosocial issue. The checklist addresses the dearth of specific tools for assessing palliative care needs in neurodegenerative disorders, particularly MND and PD. By incorporating disease-specific and generic items, the checklist offers a broad assessment of patients' multidimensional needs. Conclusion: This study contributes to the area of neuropalliative care by developing the neuropalliative care needs checklist (NPCNC) as a valuable tool for assessing the needs of individuals with neurodegenerative diseases. Future research should focus on refining and validating the NPCNC with larger and more diverse groups, applicability in different contexts, and investigating its sensitivity to changes over time.

Juvenile Amyotrophic Lateral Sclerosis: A Case Report of a Rare and Aggressive Presentation in a 22-Year-Old Filipino Male.

Amyotrophic Lateral Sclerosis (ALS) is a rare neurodegenerative disorder primarily affecting adults, but juvenile-onset ALS is exceptionally rare. We report a rare case of a 22-year-old Filipino male patient who exhibited early-onset weakness, muscle atrophy, and tongue fasciculations, followed by rapidly progressive dysphagia and respiratory distress. Electromyography - Nerve Conduction Velocity (EMG-NCV) findings showed evidence for a chronic, active predominantly motor neuronal-axonal loss type of neuropathy involving the tongue and limb muscles bilaterally consistent with a motor neuron disease. The patient was treated with riluzole with no significant improvement in symptoms. Despite multidisciplinary interventions, the disease rapidly progressed, highlighting the challenges in managing juvenile ALS cases. This case report emphasizes the importance of considering ALS in the differential diagnosis of progressive motor dysfunction in younger patients and the complexities involved in their care.

Exploring the Impact of Personalized Physical Therapy on a Patient With Motor Neuron Disorder: A Case Study.

This case study examines the effect of a tailor-made physiotherapy regimen on an 85-year-old male patient who was suffering from bulbar motor neuron disease (MND) and had a history of stroke and COVID-19. The physiotherapy plan was designed to strategically address the patient's respiratory issues, generalized weakness affecting limb muscles, and speech and swallowing difficulties. Frequent evaluations made it possible to adjust the treatment plan, emphasizing a holistic strategy to improve the patient's overall quality of life. Improvements in scores on multiple functional scales and manual muscle testing were shown by outcome measures and follow-up evaluations. This case emphasizes how important customized physiotherapy is for maximizing functional outcomes and enhancing the quality of life for patients dealing with the complicated conditions of bulbar MND.

Association between motor neuron disease and HIV infection: A systematic review of case reports.

BACKGROUND: Motor neuron disease (MND) is a well-known group of neurodegenerative diseases, with amyotrophic lateral sclerosis (ALS) being the most common form. Since 1985, a possible association between MND/ALS and HIV infection has been described. METHODS: We performed a systematic review of case reports and case series involving people living with HIV with MND/ALS through PubMed, Bireme, Embase, and Lilacs databases. The risk of bias was assessed using the Joanna Briggs Institute (JBI) Critical Appraisal Tool for Case Reports. RESULTS: We analyzed 36 articles presenting 88 cases. The mean age was 41.6 years. Antiretroviral therapy (ART) was used by 89.8% and riluzole by 16.9%. First signs and symptoms were similarly present on cervical/upper (25%) and lumbosacral/lower limbs (23.9%), mostly with fasciculations (69.8%) and hyperreflexia (58.8%). MND had a progressive course in 32.9% patients and a clinical improve in 54.6% following ART. The mean survival of the 32 patients who died was 12.3 months and the mean survival of the living patients was 62 months. Respiratory failure was the main cause of death (35.7%). CONCLUSIONS: MND/ALS may present differently in the people living with HIV as a rapidly progressive disease in younger people but with the potential to improve weakness and survival through antiretroviral therapy.

Effects of COVID-19 on motor neuron disease mortality in the United States: a population-based cross-sectional study.

BACKGROUND: In March 2020, the World Health Organization declared the coronavirus disease 2019 (COVID-19) to be a pandemic, stating that those with underlying health conditions are most susceptible, including motor neuron disease (MND). OBJECTIVE: To examine the effect the COVID-19 pandemic had on deaths from MND in the United States. METHODS: Death certificate data for all MND deaths aged 20 years and older were analyzed from 2017 to 2019 (pre-COVID), then expanded to include 2020 and 2021 (COVID) deaths to evaluate if COVID-19 impacted MND deaths. RESULTS: The average number of MND deaths documented during the COVID-19 years was 8009, up from 7485 MND deaths pre-COVID. The age-adjusted mortality rate among the non-Hispanic population increased during COVID to 2.78 per 100,000 persons (95% CI = 2.73-2.82) from 1.81 (95% CI = 1.78-1.84). The Hispanic population also saw an increase in mortality rate during COVID (1.61, 95% CI = 1.51-1.71) compared with pre-COVID (1.10, 95% CI = 1.03-1.17). Decedent's home as a place of death also saw a mortality rate increase during COVID (1.51, 95% CI = 1.48-1.54) compared with pre-COVID (1.30, 95% CI = 1.27-1.32). For the Hispanic population, the rate peaked at 80-84 years pre-COVID, but for the COVID years, the rate peaked earlier, at 75-79 years. CONCLUSION: The total number of MND deaths was greater during COVID than in the preceding years. The analysis suggests there might have been a consequence of circumstances surrounding the global pandemic and the associated restrictions.

Understanding the Role of the SMN Complex Component GEMIN5 and Its Functional Relationship with Demethylase KDM6B in the Flunarizine-Mediated Neuroprotection of Motor Neuron Disease Spinal Muscular Atrophy.

Dysregulated RNA metabolism caused by SMN deficiency leads to motor neuron disease spinal muscular atrophy (SMA). Current therapies improve patient outcomes but achieve no definite cure, prompting renewed efforts to better understand disease mechanisms. The calcium channel blocker flunarizine improves motor function in Smn-deficient mice and can help uncover neuroprotective pathways. Murine motor neuron-like NSC34 cells were used to study the molecular cell-autonomous mechanism. Following RNA and protein extraction, RT-qPCR and immunodetection experiments were performed. The relationship between flunarizine mRNA targets and RNA-binding protein GEMIN5 was explored by RNA-immunoprecipitation. Flunarizine increases demethylase Kdm6b transcripts across cell cultures and mouse models. It causes, in NSC34 cells, a temporal expression of GEMIN5 and KDM6B. GEMIN5 binds to flunarizine-modulated mRNAs, including Kdm6b transcripts. Gemin5 depletion reduces Kdm6b mRNA and protein levels and hampers responses to flunarizine, including neurite extension in NSC34 cells. Moreover, flunarizine increases the axonal extension of motor neurons derived from SMA patient-induced pluripotent stem cells. Finally, immunofluorescence studies of spinal cord motor neurons in Smn-deficient mice reveal that flunarizine modulates the expression of KDM6B and its target, the motor neuron-specific transcription factor HB9, driving motor neuron maturation. Our study reveals GEMIN5 regulates Kdm6b expression with implications for motor neuron diseases and therapy.

Metabolomics of basal tears in amyotrophic lateral sclerosis: A cross-sectional study.

PURPOSE: Amyotrophic lateral sclerosis (ALS) clinical variability, along with the lack of conclusive diagnostic instruments, result in average diagnosis delays of 9 months. This study aimed to assess whether metabolomic profiling of basal tears in ALS patients could act as a biological marker for diagnosing ALS, predicting prognosis, and discriminating between endophenotypes. METHODS: A single-center prospective case-control study was conducted in France from September 2021 to March 2023 including patients with ALS according to the revised EI Escorial criteria. Two microliters of basal tears were collected using microcapillary glass tubes and analyzed with ultra-high performance liquid chromatography coupled with mass spectrometry. Both univariate and multivariate analyses were performed. RESULTS: Twenty-five patients with ALS and 30 controls were included. No significant differences in metabolite levels were found between ALS and control groups (p > 0.05). The basal tear metabolome significantly discriminated bulbar and spinal forms of ALS based on 6 metabolites, among which 5 were decreased (aniline, trigonelline, caffeine, theophylline and methyl beta-D-galactoside) in the bulbar form and 1 was decreased in the spinal form (dodecanedioic acid). CONCLUSION: This study represents the first prospective analysis of basal tear metabolomics in individuals with ALS. Despite the inability to distinguish between ALS patients and controls based on metabolic signatures, these findings could contribute to understanding the phenotypic diversity of ALS. Notably, distinct metabolic profiles were identified that differentiate between the bulbar and spinal forms of the disease.

Association between apathy and caregiver burden in patients with amyotrophic lateral sclerosis: a cross-sectional study.

OBJECTIVES: To investigate the relationship among patients' apathy, cognitive impairment, depression, anxiety, and caregiver burden in amyotrophic lateral sclerosis (ALS). DESIGN: A cross-sectional study design was used. SETTING: The study was conducted at a tertiary hospital in Wuhan, Hubei, China. PARTICIPANTS: A total of 109 patients with ALS and their caregivers were included. OUTCOME MEASURES: Patients with ALS were screened using the Edinburgh Cognitive and Behavioural Screen, Beck Depression Inventory-II, Generalised Anxiety Disorder-7 and Apathy Scale to assess their cognition, depression, anxiety and apathy, respectively. The primary caregivers completed the Zarit Burden Interview. The association between apathy, cognitive impairment, depression, anxiety and caregiver burden was analysed using logistic regression. Mediation models were employed to investigate the mediating effect of patients' apathy on the relationship between depression/anxiety and caregiver burden. RESULTS: Patients in the high caregiver burden group exhibited significantly higher levels of depression, anxiety and apathy compared with those in the low caregiver burden group (p<0.05). There was a positive association observed between caregiver burden and disease course (rs=0.198, p<0.05), depression (rs=0.189, p<0.05), anxiety (rs=0.257, p<0.05) and apathy (rs=0.388, p<0.05). There was a negative association between caregiver burden and the Revised ALS Functional Rating Scale (rs=-0.275, p<0.05). Apathy was an independent risk factor for higher caregiver burden (OR 1.121, 95% CI 1.041 to 1.206, p<0.05). Apathy fully mediated the relationship between depression and caregiver burden (ß=0.35, 95% CI 0.16 to 0.54, p<0.05) while partially mediating the relationship between anxiety and caregiver burden (ß=0.34, 95% CI 0.16 to 0.52, p<0.05). CONCLUSIONS: Apathy, depression and anxiety exerted a detrimental impact on caregiver burden in individuals with ALS. Apathy played a mediating role in the relationship between depression and caregiver burden and between anxiety and caregiver burden. These findings underscore the importance of identifying apathy and developing interventions for its management within the context of ALS.

Scientific evidence of acupuncture for post-stroke motor impairment: protocol for an overview of systematic reviews and meta-analyses.

INTRODUCTION: Several systematic reviews and meta-analyses (SRs/MAs) of clinical trials showed the efficacy of acupuncture for post-stroke motor impairment. To systematically estimate and synthesise these results, we aimed to conduct an overview of SRs/MAs to summarise the evidence and evaluate the methodological quality regarding the effectiveness and safety of acupuncture for post-stroke motor impairment. METHODS AND ANALYSIS: This is a protocol for an overview of SRs/MAs. A literature search will be conducted in PubMed, Embase, Web of Science and Cochrane Central Registry of Controlled Trials from the construction of the database to March 2024. SRs/MAs evaluating the efficacy of acupuncture in post-stroke motor impairment patients will be included. Two independent investigators will screen and evaluate related SRs/MAs back-to-back. We will extract data into a predefined form designed to summarise the key characteristics of each study. The evaluation of methodological quality of the included SRs/MAs will be assessed using AMSTAR-2, the PRISMA 2020 checklist and the GRADE grading system. ETHICS AND DISSEMINATION: Ethics approval is not required for this overview as we will only analyse published literature. The results will be published in a peer-reviewed journal. PROSPERO REGISTRATION NUMBER: CRD42024502006.

Predictors of mortality post-gastrostomy in motor neuron disease patients.

INTRODUCTION/AIMS: Motor neuron disease (MND) is a progressive neurodegenerative condition with a limited life expectancy. There is very little data on mortality and its associated factors beyond 30 days following gastrostomy. We explored the demographic, clinical, and nutritional predictors for early mortality at 30, 90, and 180 days following gastrostomy in these patients. METHODS: This was a retrospective study involving 94 MND patients in Western Australia who underwent gastrostomy between 2015 and 2021. Patients were divided into two groups based on mortality at 30, 90, and 180 days post-gastrostomy. T-test (or Mann-Whitney), chi-square test and Fisher's exact test were used for detecting between-group differences in various factors. Multivariable logistic regression was used to identify factors associated with post-gastrostomy mortality at 90 and 180 days. RESULTS: No mortality was attributable to gastrostomy-related complications. Lower forced vital capacity (FVC) (p = .039) and greater weight loss (%) (p = .022) from diagnosis to gastrostomy were observed in those who died within 30 days post-gastrostomy. Older age (p = .022), male sex (p = .041), lower FVC (p = .04), requiring but not tolerating noninvasive ventilation (p = .035), and greater weight loss (%) (p = .012) were independent predictors of 90-day post-gastrostomy mortality. However, only older age (p = .01) and greater weight loss (p = .009) were predictors of mortality at 180 days post-gastrostomy. DISCUSSION: Our data indicated that mortality at 90 and 180 days was influenced by the weight loss (%) from diagnosis to gastrostomy, highlighting the importance of nutritional care in the MND population. Gastrostomy placement prior to substantial weight loss may reduce the risk of weight loss-associated mortality and warrants further investigation.

A Case Report and Review of Literature on Hirayama Disease.

Hirayama disease (HD) is a rare, benign, self-limiting condition that typically affects individuals in their 20s. Although the disease is self-limiting, it can result in functional impairment in those affected. The most common presentation is an asymmetrical, unilateral, or bilateral upper limb weakness with wasting. With an interesting pathogenesis and lack of definitive treatment, HD is an interesting neurological conundrum. Mild symptoms in patients often lead to underreporting of the disease, as individuals may not seek medical attention or may not recognize their symptoms. Most case reports in the literature are from Asia and the Middle East. We report a case of HD in a male patient in his 20s with gradual bilateral upper limb weakness and wasting, confirmed by imaging and nerve conduction studies.

Personalised penetrance estimation for C9orf72-related amyotrophic lateral sclerosis and frontotemporal dementia.

Background: C9orf72 hexanucleotide repeat expansions are the most common genetic cause of amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD) in European populations. Variable disease penetrance between families presents a challenge for genetic counselling of at-risk relatives and reduces the predictive utility of testing asymptomatic relatives. We have developed a novel model for estimating penetrance in individual families affected by C9orf72 using available family history information, allowing the calculation of personalised risk estimates. Methods: Published aggregated age-of-onset data for C9orf72-related ALS/FTD were used to generate age-related cumulative relative risks for at-risk relatives within pedigrees. Age-related relative risks are combined with a priori chance of individuals carrying an expansion based on known pedigree information. Penetrance is calculated as a number of affected individuals divided by the sum of cumulative age-related risks of relatives being affected by 80 years. Results: This method allows family-specific penetrance to be estimated from family history and at-risk relatives' personalised age-related ALS/FTD risks to be calculated and illustrated graphically. Penetrance reduces as the number and age of at-risk unaffected relatives increases. Conclusions: Family history remains the best indicator of penetrance in C9orf72 expansion carriers. Calculating family-specific penetrance can aid genetic counselling by allowing at-risk relatives a more accurate understanding of their individual risk.

Paraneoplastic Motor Neuron Disease in a Patient With Sigmoid Colon Adenocarcinoma: A Case Report.

Paraneoplastic neurological syndromes (PNS) are a rare and diverse group of disorders caused by immune-mediated effects of malignancies. These syndromes are very rare and often present diagnostic and therapeutic challenges. Motor neuron disease as a paraneoplastic condition is particularly uncommon, especially in association with gastrointestinal malignancies like sigmoid colon adenocarcinoma. A 62-year-old male with type 2 diabetes mellitus (T2DM) presented with chronic diarrhea and a three-year history of progressive bilateral limb weakness. Initial symptoms were attributed to diabetic neuropathy, but the rapid progression and severity warranted further investigation. Neurological examination revealed hypotonia, muscle wasting, and absent reflexes in all four limbs. Diagnostic tests, including electromyography (EMG) and nerve conduction studies, confirmed motor sensory axonal neuropathy. A colonoscopy revealed a mass in the sigmoid colon, and a biopsy confirmed adenocarcinoma. The patient was managed with surgical resection of the tumor, adjuvant chemotherapy, and immunomodulatory treatments, resulting in the stabilization of neurological symptoms. This case highlights the importance of considering paraneoplastic syndromes in patients with unexplained neurological symptoms, particularly when a malignancy is suspected or known. Early recognition and a multidisciplinary approach are crucial for improving patient outcomes. Further research is needed to understand the pathophysiological mechanisms and develop sensitive biomarkers for early detection.

New developments in the diagnosis and management of motor neuron disease.

INTRODUCTION: Motor neuron disease (MND) is a devastating neurodegenerative disease characterized by progressive muscle weakness. SOURCES OF DATA: PubMed, MEDLINE, and Cochrane databases were searched for articles to March 2024. Searches involved the terms 'motor neuron disease' or 'amyotrophic lateral sclerosis' and 'epidemiology', 'diagnosis', 'clinical', 'genetic', 'management', 'treatment', or 'trial'. AREAS OF AGREEMENT: Evidence-based management involves riluzole, multidisciplinary care, provision of noninvasive ventilation and gastrostomy, and symptomatic treatments. Tofersen should be offered to treat SOD1-MND. AREAS OF CONTROVERSY: Edaravone and Relyvrio are approved treatments in the USA, but insufficient evidence was found to support approval in the UK and Europe. GROWING POINTS: The discovery of neurofilaments as MND biomarkers, growth of platform trials and development of novel therapies provide optimism for more powerful neuroprotective therapies. AREAS TIMELY FOR DEVELOPING RESEARCH: Further work should focus on the elucidation of environmental causes of MND, gene-environment interactions, and advanced cellular models of disease.

Influences of Specialist Palliative Care Team Input, Advance Care Planning, Non-Invasive Ventilation and Gastrostomy Status on Unscheduled Hospital Admissions and Place of Death for People with Motor Neuron Disease: A Retrospective Cohort Analysis.

OBJECTIVE: Motor neuron disease is a rapidly progressing neurological condition. People with life-limiting conditions generally prefer to die at home and avoid hospital admissions, with Specialist Palliative Care Team involvement often pivotal. Our aim was to investigate the role of advance care planning, Specialist Palliative Care Team input and other relevant variables on place of death and unscheduled hospital admissions in a Scottish population of people with motor neuron disease. Methods: National CARE-MND audit data, primary and secondary care data, and local Palliative Care records were interrogated. Chi-square, point-biserial correlation and binary logistic regression analysed associations (p < 0.05 statistically significant). Participants (188) were deceased, having a verified motor neuron disease diagnosis between 2015-2017, diagnosis occurring ≥28 days before death. Results: Advance care planning and Specialist Palliative Care Team input of ≥28 days were associated with increased odds of dying outside hospital (BLR:OR 3.937, CI 1.558-9.948, p = 0.004 and OR 2.657, CI 1.135-6.222, p = 0.024 respectively). Non-invasive ventilation decreased the odds of dying outside hospital (BLR:OR 0.311, CI 0.124-0.781, p = 0.013). Having a gastrostomy increased odds of ≥1 admissions in the last year of life (BLR:OR 5.142, CI 1.715-15.417, p = 0.003). Statistical significance was retained with removal of gastrostomy-related complications. Conclusion: Early Specialist Palliative Care input and advance care planning may increase the likelihood of death outside of hospital for persons with motor neuron disease. Further research is warranted into barriers of facilitating death outside of hospital with home non-invasive ventilation use and the association between gastrostomy status and unscheduled admissions.

Machine learning and brain-computer interface approaches in prognosis and individualized care strategies for individuals with amyotrophic lateral sclerosis: A systematic review.

Amyotrophic lateral sclerosis (ALS) characterized by progressive degeneration of motor neurons is a debilitating disease, posing substantial challenges in both prognosis and daily life assistance. However, with the advancement of machine learning (ML) which is renowned for tackling many real-world settings, it can offer unprecedented opportunities in prognostic studies and facilitate individuals with ALS in motor-imagery tasks. ML models, such as random forests (RF), have emerged as the most common and effective algorithms for predicting disease progression and survival time in ALS. The findings revealed that RF models had an excellent predictive performance for ALS, with a testing R2 of 0.524 and minimal treatment effects of 0.0717 for patient survival time. Despite significant limitations in sample size, with a maximum of 18 participants, which may not adequately reflect the population diversity being studied, ML approaches have been effectively applied to ALS datasets, and numerous prognostic models have been tested using neuroimaging data, longitudinal datasets, and core clinical variables. In many literatures, the constraints of ML models are seldom explicitly enunciated. Therefore, the main objective of this research is to provide a review of the most significant studies on the usage of ML models for analyzing ALS. This review covers a variation of ML algorithms involved in applications in ALS prognosis besides, leveraging ML to improve the efficacy of brain-computer interfaces (BCIs) for ALS individuals in later stages with restricted voluntary muscular control. The key future advances in individualized care and ALS prognosis may include the advancement of more personalized care aids that enable real-time input and ongoing validation of ML in diverse healthcare contexts.

Tongue exercise ameliorates structural and functional upper airway deficits in a rodent model of hypoglossal motor neuron loss.

Introduction: Tongue weakness and atrophy can lead to deficits in the vital functions of breathing and swallowing in patients with motor neuron diseases (MNDs; e.g., amyotrophic lateral sclerosis (ALS) and pseudobulbar palsy), often resulting in aspiration pneumonia, respiratory failure, and death. Available treatments for patients with MNDs are largely palliative; thus, there is a critical need for therapies targeting preservation of upper airway function and suggesting a role for tongue exercise in patients with MNDs. Here, we leveraged our inducible rodent model of hypoglossal (XII) motor neuron degeneration to investigate the effects of a strength endurance tongue exercise program on upper airway structure and function. Our model was created through intralingual injection of cholera toxin B conjugated to saporin (CTB-SAP) into the genioglossus muscle of the tongue to induce targeted death of XII motor neurons. Methods: Rats in this study were allocated to 4 experimental groups that received intralingual injection of either CTB-SAP or unconjugated CTB + SAP (i.e., control) +/- tongue exercise. Following tongue exercise exposure, we evaluated the effect on respiratory function (via plethysmography), macrostructure [via magnetic resonance imaging (MRI) of the upper airway and tongue], and ultrafine structure [via ex vivo magnetic resonance spectroscopy (MRS) of the tongue] with a focus on lipid profiles. Results: Results showed that sham exercise-treated CTB-SAP rats have evidence of upper airway restriction (i.e., reduced airflow) and structural changes present in the upper airway (i.e., airway compression) when compared to CTB-SAP + exercise rats and control rats +/- tongue exercise, which was ameliorated with tongue exercise. Additionally, CTB-SAP + sham exercise rats have evidence of increased lipid expression in the tongue consistent with previously observed tongue hypertrophy when compared to CTB-SAP + exercise rats or control rats +/- tongue exercise. Conclusion: These findings provide further evidence that a strength endurance tongue exercise program may be a viable therapeutic treatment option in patients with XII motor neuron degeneration in MNDs such as ALS. Future directions will focus on investigating the underlying mechanism responsible for tongue exercise-induced plasticity in the hypoglossal-tongue axis, particularly inflammatory associated factors such as BDNF.