1
|
Jiang J, Li X, Mi Y, Wang Y, Heng Y, Li Z, Deng M. Real-world evidence of riluzole on survival and ALSFRS change in a Chinese ALS cohort. Neurodegener Dis Manag 2025:1-11. [PMID: 40183433 DOI: 10.1080/17582024.2025.2488235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Accepted: 03/17/2025] [Indexed: 04/05/2025] Open
Abstract
AIMS This study aimed to evaluate the effects of riluzole on survival and changes in ALS Functional Rating Scale (ALSFRS) among Chinese patients with Amyotrophic Lateral Sclerosis (ALS). PATIENTS & METHODS Propensity score matching was used to balance baseline variables between the riluzole group (n = 238) and control group (n = 454). Survival was analyzed using Kaplan - Meier curves and Cox regression, while multivariable linear regression assessed ALSFRS changes at 6 and 12 months. Subgroup analyses were conducted to identify potential responders. RESULTS Riluzole did not significantly improve survival (p = 0.478) or ALSFRS changes at 6 months (p = 0.380) or 12 months (p = 0.175). Subgroup analyses revealed no survival benefit in any subgroup, and further stratification showed inconsistent adverse effects on ALSFRS scores. CONCLUSIONS Riluzole neither prolonged survival nor slowed functional decline in Chinese ALS patients, with no subgroup demonstrating a better response.
Collapse
Affiliation(s)
- JingSi Jiang
- Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China
| | - XiaoGang Li
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - YuXin Mi
- Daxing Research Institute, University of Science and Technology Beijing, Beijing, China
| | - YiYing Wang
- Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China
| | - YanXi Heng
- Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China
| | - ZhiWen Li
- Institute of Reproductive and Child Health/National Health Commission Key Laboratory of Reproductive Health, Peking University School of Public Health, Beijing, China
| | - Min Deng
- Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China
| |
Collapse
|
2
|
Fournier CN, Levine M, Simmons K, García-Santibáñez RC, Rowland A, Quinn CC, Ho DT, Bedlack RS, Glass JD. ALS Motor Observational Telemedicine Objective Rasch-Built Assessment: A Quantitative Scale for the Era of Teleneurology. Neurol Clin Pract 2025; 15:e200432. [PMID: 39877726 PMCID: PMC11772018 DOI: 10.1212/cpj.0000000000200432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 12/23/2024] [Indexed: 01/31/2025]
Abstract
Background and Objectives Telemedicine has become a mainstay of ALS clinical care, but there is currently no standardized approach for assessing and tracking changes to the neurologic examination in this format. The goal of this study was to create a standardized telemedicine-based motor examination scale to objectively and reliably track ALS progression and use Rasch methodology to validate the scale and improve its psychometric properties. Methods A draft telemedicine examination scale with 25 items assessing movement in the bulbar muscles, neck, trunk, and extremities was created by an ALS expert panel, incorporating input from patient advisors. This prospective, observational study was approved by the Emory IRB, and participants provided informed consent. Adults with a diagnosis of ALS who were able to undergo a video telemedicine evaluation by an Emory clinician were eligible for participation. Rasch analyses were performed to determine the final item responses and optimize the scoring structure. Test-retest reliability was assessed in a subset of participants through 2 separate examinations by 2 different examiners within a 7-day period. Construct validity was assessed by calculating correlations with simultaneously administered Rasch-built Overall ALS Disability Scale (ROADS) and revised ALS Functional Rating Scale (ALSFRS-R). Results The ALS Motor Observational Telemedicine Objective Rasch-built assessment was administered to a total of 258 PALS representing the full spectrum of a typical ALS clinic population. After performing Rasch analyses, 3 items were removed and item response categories were consolidated for 8 items. The final 22-item ALS MOTOR scale conformed to Rasch model criteria. The inter-rater reliability was 95%. The ALS MOTOR had a 0.78 (95% CI 0.72-0.83) correlation with ALSFRS-R and 0.81 (95% CI 0.76-0.85) correlation with ROADS. Discussion The ALS MOTOR is a novel, accessible tool for remotely and objectively tracking ALS progression for both clinical care and research studies. Use of Rasch methodology for scale validation allowed for optimization of scale psychometric properties, which is particularly important when using the sum score as an overall outcome measure. Longitudinal and external validation studies are ongoing.
Collapse
Affiliation(s)
| | - Mark Levine
- Department of Neurology, Emory University School of Medicine, Atlanta, GA
| | - Karon Simmons
- Department of Neurology, Emory University School of Medicine, Atlanta, GA
| | | | - Anne Rowland
- Department of Neurology, Emory University School of Medicine, Atlanta, GA
| | - Colin C Quinn
- Department of Neurology, University of Pennsylvania School of Medicine, Philadelphia
| | - Doreen T Ho
- Sean M. Healey and AMG Center for ALS, Massachusetts General Hospital, Harvard Medical School, Boston, MA; and
| | - Richard S Bedlack
- Department of Neurology, Duke University School of Medicine, Durham, NC
| | - Jonathan D Glass
- Department of Neurology, Emory University School of Medicine, Atlanta, GA
| |
Collapse
|
3
|
Smith SE, McCoy‐Gross K, Malcolm A, Oranski J, Markway JW, Miller TM, Bucelli RC. Tofersen treatment leads to sustained stabilization of disease in SOD1 ALS in a "real-world" setting. Ann Clin Transl Neurol 2025; 12:311-319. [PMID: 39783194 PMCID: PMC11822806 DOI: 10.1002/acn3.52264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 10/28/2024] [Accepted: 11/15/2024] [Indexed: 01/12/2025] Open
Abstract
OBJECTIVE Patients with amyotrophic lateral sclerosis (ALS) caused by superoxide dismutase 1 (SOD1) gene mutations (SOD1 ALS) treated with tofersen have shown slowing of disease progression, and disease stabilization with recovery of function in some patients. We report our clinical experience with treating patients with SOD1 ALS and the effects of tofersen on outcome measures. METHODS This was a single-center observational study of patients with SOD1 ALS receiving treatment with tofersen. The effects of tofersen treatment on neurofilament levels, muscle strength, and clinical outcome measures were assessed. Several patients had outpatient neuromuscular rehabilitation in addition to tofersen treatment and we report changes in functional outcomes. RESULTS Seven SOD1 ALS patients received treatment at our institution. All patients showed robust and sustained declines in serum NfL and CSF pNFH (mean change serum NfL: -57.9%; mean change CSF pNFH: -67.6%). There was apparent disease stabilization as assessed by the ALSFRS-R total score, mean change 1.1 (SD = 0.7). There was notable improvement in functional independence measured by the FIM motor score, mean change 5.13 points (SD = 3.85). INTERPRETATION This study provides evidence that tofersen treatment in SOD1 ALS can lead to meaningful preservation of function and suggestions of sustained improvement in neurologic function in some patients, and strongly supports the role of neurofilaments as therapeutic biomarkers.
Collapse
Affiliation(s)
- Sean E. Smith
- Department of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Kelly McCoy‐Gross
- Department of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Amber Malcolm
- Department of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Jeri Oranski
- Department of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Jesse W. Markway
- Department of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Timothy M. Miller
- Department of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Robert C. Bucelli
- Department of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
| |
Collapse
|
4
|
Sun C, Chen Y, Xu L, Wang W, Zhang N, Fournier CN, Li N, Fan D. Rasch-Built Overall Amyotrophic Lateral Sclerosis Disability Scale as a Novel Tool to Measure Disease Progression. Biomedicines 2025; 13:178. [PMID: 39857761 PMCID: PMC11759773 DOI: 10.3390/biomedicines13010178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2024] [Revised: 01/06/2025] [Accepted: 01/08/2025] [Indexed: 01/27/2025] Open
Abstract
Background: A valuable outcome measure to monitor amyotrophic lateral sclerosis (ALS) disease progression is crucial in clinical trials. Rasch-Built Overall Amyotrophic Lateral Sclerosis Disability Scale (ROADS) is a novel questionnaire assessing ALS disability. Currently, there are no studies on the relationship between ROADS and ALS survival. This study explored the value of Chinese ROADS as a novel tool for measuring disease progression and the correlation between ROADS and ALS survival. Methods: A total of 170 ALS participants were included in this study. Clinical characteristics and baseline ROADS, ΔROADS, ALSFRS-R, and ΔFRS of patients were collected. Participants were followed for 18 months to assess time to tracheostomy and survival. Scales were collected every 3 to 6 months. We evaluated the association of baseline ROADS and ΔROADS with survival using Cox regression analyses. Linear mixed effects models were used to assess changes over time in ROADS and ALSFRS-R. Results: Multivariate Cox models confirmed that baseline ROADS positively correlated with ALS survival (HR = 0.95, p < 0.001), while baseline ΔROADS negatively correlated with survival (HR = 1.26, p < 0.001). Additionally, linear mixed effects models suggested that ROADS, similar to ALSFRS-R, declined significantly over time, but there was no significant difference between these two. Conclusions: Our study indicates that Chinese ROADS is strongly related to ALS survival. Changes in ROADS with disease progression are similar to those in ALSFRS-R. These findings support Chinese ROADS as a reliable outcome measure for clinical trials, potentially enhancing the dimension of evaluating treatment effectiveness in ALS trials.
Collapse
Affiliation(s)
- Can Sun
- Department of Neurology, Peking University Third Hospital, Beijing 100191, China; (C.S.); (Y.C.); (W.W.); (N.Z.)
- Beijing Municipal Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing 100191, China
- Key Laboratory for Neuroscience, National Health Commission/Ministry of Education, Peking University, Beijing 100191, China
| | - Yong Chen
- Department of Neurology, Peking University Third Hospital, Beijing 100191, China; (C.S.); (Y.C.); (W.W.); (N.Z.)
- Beijing Municipal Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing 100191, China
- Key Laboratory for Neuroscience, National Health Commission/Ministry of Education, Peking University, Beijing 100191, China
| | - Lu Xu
- Research Center of Clinical Epidemiology, Peking University Third Hospital, Beijing 100191, China;
| | - Wenjing Wang
- Department of Neurology, Peking University Third Hospital, Beijing 100191, China; (C.S.); (Y.C.); (W.W.); (N.Z.)
- Beijing Municipal Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing 100191, China
- Key Laboratory for Neuroscience, National Health Commission/Ministry of Education, Peking University, Beijing 100191, China
| | - Nan Zhang
- Department of Neurology, Peking University Third Hospital, Beijing 100191, China; (C.S.); (Y.C.); (W.W.); (N.Z.)
- Beijing Municipal Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing 100191, China
- Key Laboratory for Neuroscience, National Health Commission/Ministry of Education, Peking University, Beijing 100191, China
| | | | - Nan Li
- Research Center of Clinical Epidemiology, Peking University Third Hospital, Beijing 100191, China;
| | - Dongsheng Fan
- Department of Neurology, Peking University Third Hospital, Beijing 100191, China; (C.S.); (Y.C.); (W.W.); (N.Z.)
- Beijing Municipal Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing 100191, China
- Key Laboratory for Neuroscience, National Health Commission/Ministry of Education, Peking University, Beijing 100191, China
| |
Collapse
|
5
|
Boll MC, Alcaraz-Zubeldia M, Rios C, González-Esquivel D, Montes S. A phase 2, double-blind, placebo-controlled trial of a valproate/lithium combination in ALS patients. Neurologia 2025; 40:32-40. [PMID: 36049647 DOI: 10.1016/j.nrleng.2022.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Accepted: 07/06/2022] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Few treatments are currently available for amyotrophic lateral sclerosis (ALS). A combination of lithium carbonate and valproic acid (VPA-Li) was shown to inhibit motor neuron death and delay disease progression. METHODS Outpatients with a typical ALS presentation were enrolled in a randomized, placebo-controlled trial to assess the efficacy of orally administered VPA-Li. Changes in a functional scale score (ALSFRS-R) and survival rate were chosen as primary outcome variables. Secondary outcome variables included BMI, respiratory monitoring, quality of life, and a global impression of the treatment. RESULTS Out of 42 patients enrolled, 20 individuals receiving VPA-Li and 18 on placebo treatment were included in the final analysis. Forty-five percent of patients receiving VPA-Li completed the trial, whereas only 22.22% of patients in the placebo group attended the final visit 18 months later (P = 0.09). Major changes in the ALSFRS-R score were observed, including a decrease of 1.195 points/month in the placebo group (95% CI: 0.7869-1.6031) and of 0.5085 under VPA-Li treatment (95% CI: 0.2288-0.7882) between months 6 and 14. Adverse events included bad mouth taste, constipation, and anorexia. Survival rate, body weight, and quality of life were positive outcomes by the end of the trial despite a high sample reduction, especially in the placebo group. The inclusion of 212 subjects in each group would confirm these differences. CONCLUSIONS Combined VPA-Li treatment associated with slower ALS progression and better secondary outcomes. This dual treatment overcame the futility threshold and merits further investigation in ALS.
Collapse
Affiliation(s)
- M-C Boll
- Clinical Research Laboratory, Instituto Nacional de Neurología y Neurocirugía Manuel Velasco Suárez (INNNMVS), Tlalpan, México.
| | - M Alcaraz-Zubeldia
- Department of Neurochemistry, Instituto Nacional de Neurología y Neurocirugía Manuel Velasco Suárez (INNNMVS), Tlalpan, México.
| | - C Rios
- Department of Neurochemistry, Instituto Nacional de Neurología y Neurocirugía Manuel Velasco Suárez (INNNMVS), Tlalpan, México.
| | - D González-Esquivel
- Division of Pharmacology, Instituto Nacional de Neurología y Neurocirugía Manuel Velasco Suárez (INNNMVS), Tlalpan, México.
| | - S Montes
- Department of Neurochemistry, Instituto Nacional de Neurología y Neurocirugía Manuel Velasco Suárez (INNNMVS), Tlalpan, México.
| |
Collapse
|
6
|
Berkman O, Raveh E, Harpaz E, Kreitman R, Ben-Ami E, Nechushtan E, Birman N, Drory VE. Changes in saccadic intrusions over time as an objective biomarker to follow ALS disease progression. Amyotroph Lateral Scler Frontotemporal Degener 2024; 25:760-766. [PMID: 38975625 DOI: 10.1080/21678421.2024.2376732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 06/30/2024] [Indexed: 07/09/2024]
Abstract
Objective: Saccadic Intrusions (SIs) are abnormal eye movements during gaze fixation. Studies have indicated the clinical relevance of SIs, especially of square wave jerks (SWJ) in ALS. We used a software-based platform to extract SIs as a part of an interventional drug trial. The objective was to examine SIs' change over time as a potential biomarker of ALS disease progression. Methods: 28 ALS patients (61.95 ± 8.6 years) were assessed with the revised ALS Functional Rating Scale (ALSFRS-R) and with an oculometric test. Changes of SIs over time and correlations with ALSFRS-R and its bulbar subscale were calculated. A power calculation was conducted to understand the practical implications of results. Results: A significant increase of SWJ over trial duration was observed, with an increase in frequency (mean rise of 0.14 ± 0.28, p < 0.01), amplitude (0.001 ± 0.0016 degrees, p < 0.005), overall duration of SWJ (0.13 ± 0.25, in %, p < 0.01), and in their relative part out of all intrusions (0.18 ± 0.32, in %, p < 0.005). Negative correlations were found with the bulbar subscale (R=-0.43, -0.41, -0.39 and -0.47, respectively, p < 0.001). The required sample size for observing a 40% reduction in bulbar aspects when using the oculometric test (α = 0.05 and β = 0.8), was found to be 150 patients per arm, compared with 200 patients using the bulbar subscale. Conclusions: Evaluation of saccadic intrusions during fixation was able to detect disease progression over time, correlated with ALSFRS-R bulbar subscale. Eye movements can potentially serve as an objective biomarker in ALS clinical trials and reduce the required sample size to show clinical effect of therapies.
Collapse
Affiliation(s)
| | | | | | | | | | - Elisheva Nechushtan
- Neuromuscular Diseases Unit, Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel, and
| | - Nurit Birman
- Neuromuscular Diseases Unit, Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel, and
| | - Vivian E Drory
- Neuromuscular Diseases Unit, Department of Neurology, Tel Aviv Sourasky Medical Center, and Tel-Aviv Faculty of Medical Sciences, Tel-Aviv University, Tel Aviv, Israel
| |
Collapse
|
7
|
Jhooty S, Barkhaus P, Brown A, Mascias Cadavid J, Carter GT, Crayle J, Heiman-Patterson T, Li X, Mallon E, Mcdermott C, Mushannen T, Pattee G, Ratner D, Wicks P, Wiedau M, Bedlack R. ALSUntangled #74: Withania Somnifera (Ashwagandha). Amyotroph Lateral Scler Frontotemporal Degener 2024; 25:805-808. [PMID: 38318860 DOI: 10.1080/21678421.2024.2311721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 01/10/2024] [Accepted: 01/23/2024] [Indexed: 02/07/2024]
Abstract
ALSUntangled reviews alternative and off-label treatments on behalf of people with ALS (PALS) who ask about them. Here, we review withania somnifera (WS) commonly known as ashwagandha or winter cherry. WS has plausible mechanisms for slowing ALS progression because of its effects on inflammation, oxidative stress, autophagy, mitochondrial function, and apoptosis. Preclinical trials demonstrate that WS slows disease progression in multiple different animal models of ALS. Of the five individuals we found who described using WS for their ALS, two individuals reported moderate benefit while none reported experiencing any significant side effects. There is currently one clinical trial using WS to treat PALS; the results are not yet published. There are no serious side effects associated with WS and the associated cost of this treatment is low. Based on the above information, WS appears to us to be a good candidate for future ALS trials.
Collapse
Affiliation(s)
- Sartaj Jhooty
- Department of Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Paul Barkhaus
- Department of Neurology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Andrew Brown
- Department of Neurology, University of Miami, Miami, FL, USA
| | | | - Gregory T Carter
- Department of Rehabilitation, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA
| | - Jesse Crayle
- Department of Neurology, Washington University, St. Louis, MO, USA
| | | | - Xiaoyan Li
- Department of Neurology, Duke University, Durham, NC, USA
| | | | | | | | - Gary Pattee
- Department of Neurology, University of Nebraska Medical Center, Omaha, NE, USA
| | | | - Paul Wicks
- Independent Consultant, Lichfield, UK, and
| | - Martina Wiedau
- Department of Neurology, University of California, Los Angeles, CA, USA
| | | |
Collapse
|
8
|
Crayle JI, Rampersaud E, Myers JR, Wuu J, Taylor JP, Wu G, Benatar M, Bedlack RS. Genetic Associations With an Amyotrophic Lateral Sclerosis Reversal Phenotype. Neurology 2024; 103:e209696. [PMID: 39079071 PMCID: PMC11286288 DOI: 10.1212/wnl.0000000000209696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 05/29/2024] [Indexed: 08/02/2024] Open
Abstract
BACKGROUND AND OBJECTIVES The term "ALS Reversal" describes patients who initially meet diagnostic criteria for amyotrophic lateral sclerosis (ALS) or had clinical features most consistent with progressive muscular atrophy (PMA) but subsequently demonstrated substantial and sustained clinical improvement. The objective of this genome-wide association study (GWAS) was to identify correlates of this unusual clinical phenotype. METHODS Participants were recruited from a previously created database of individuals with the ALS Reversal phenotype. Whole-genome sequencing (WGS) data were compared with ethnicity-matched patients with typically progressive ALS enrolled through the CReATe Consortium's Phenotype-Genotype-Biomarker (PGB) study. These results were replicated using an independent ethnically matched WGS data set from Target ALS. Significant results were further explored with available databases of genetic regulatory markers and expression quantitative trait loci (eQTL) analysis. RESULTS WGS from 22 participants with documented ALS Reversals was compared with the PGB primary cohort (n = 103) and the Target ALS validation cohort (n = 140). Two genetic loci met predefined criteria for statistical significance (two-sided permutation p ≤ 0.01) and remained plausible after fine-mapping. The lead single nucleotide variant (SNV) from the first locus was rs4242007 (primary cohort GWAS OR = 12.0, 95% CI 4.1 to 34.6), which is in an IGFBP7 intron and is in near-perfect linkage disequilibrium with a SNV in the IGFBP7 promoter region. Both SNVs are associated with decreased frontal cortex IGFBP7 expression in eQTL data sets. Notably, 3 Reversals, but none of the typically progressive individuals (n = 243), were homozygous for rs4242007. The importance of the second locus, located near GRIP1, is uncertain given the absence of an associated effect on nearby gene transcription. DISCUSSION We found a significant association between the Reversal phenotype and an IGFBP7 noncoding SNV that is associated with IGFBP7 expression. This is biologically relevant as IGFBP7 is a reported inhibitor of the insulin growth factor-1 (IGF-1) receptor that activates the possibly neuroprotective IGF-1 signaling pathway. This finding is limited by small sample size but suggests that there may be merit in further exploration of IGF-1 pathway signaling as a therapeutic mechanism for ALS. TRIAL REGISTRATION INFORMATION This study was registered with ClinicalTrials.gov (NCT03464903) on March 14, 2018. The first participant was enrolled on June 22, 2018.
Collapse
Affiliation(s)
- Jesse I Crayle
- From the Department of Neurology (J.I.C., R.S.B.), Duke University School of Medicine, Durham, NC; Department of Neurology (J.I.C.), Washington University in Saint Louis, MO; Center for Applied Bioinformatics (E.R., J.R.M., G.W.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neurology (J.W., M.B.), University of Miami Miller School of Medicine, FL; and Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN
| | - Evadnie Rampersaud
- From the Department of Neurology (J.I.C., R.S.B.), Duke University School of Medicine, Durham, NC; Department of Neurology (J.I.C.), Washington University in Saint Louis, MO; Center for Applied Bioinformatics (E.R., J.R.M., G.W.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neurology (J.W., M.B.), University of Miami Miller School of Medicine, FL; and Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN
| | - Jason R Myers
- From the Department of Neurology (J.I.C., R.S.B.), Duke University School of Medicine, Durham, NC; Department of Neurology (J.I.C.), Washington University in Saint Louis, MO; Center for Applied Bioinformatics (E.R., J.R.M., G.W.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neurology (J.W., M.B.), University of Miami Miller School of Medicine, FL; and Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN
| | - Joanne Wuu
- From the Department of Neurology (J.I.C., R.S.B.), Duke University School of Medicine, Durham, NC; Department of Neurology (J.I.C.), Washington University in Saint Louis, MO; Center for Applied Bioinformatics (E.R., J.R.M., G.W.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neurology (J.W., M.B.), University of Miami Miller School of Medicine, FL; and Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN
| | - J Paul Taylor
- From the Department of Neurology (J.I.C., R.S.B.), Duke University School of Medicine, Durham, NC; Department of Neurology (J.I.C.), Washington University in Saint Louis, MO; Center for Applied Bioinformatics (E.R., J.R.M., G.W.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neurology (J.W., M.B.), University of Miami Miller School of Medicine, FL; and Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN
| | - Gang Wu
- From the Department of Neurology (J.I.C., R.S.B.), Duke University School of Medicine, Durham, NC; Department of Neurology (J.I.C.), Washington University in Saint Louis, MO; Center for Applied Bioinformatics (E.R., J.R.M., G.W.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neurology (J.W., M.B.), University of Miami Miller School of Medicine, FL; and Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN
| | - Michael Benatar
- From the Department of Neurology (J.I.C., R.S.B.), Duke University School of Medicine, Durham, NC; Department of Neurology (J.I.C.), Washington University in Saint Louis, MO; Center for Applied Bioinformatics (E.R., J.R.M., G.W.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neurology (J.W., M.B.), University of Miami Miller School of Medicine, FL; and Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN
| | - Richard S Bedlack
- From the Department of Neurology (J.I.C., R.S.B.), Duke University School of Medicine, Durham, NC; Department of Neurology (J.I.C.), Washington University in Saint Louis, MO; Center for Applied Bioinformatics (E.R., J.R.M., G.W.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neurology (J.W., M.B.), University of Miami Miller School of Medicine, FL; and Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN
| |
Collapse
|
9
|
Beswick E, Christides A, Symonds A, Johnson M, Fawcett T, Newton J, Lyle D, Weaver C, Chandran S, Pal S. Exploratory study to evaluate the acceptability of a wearable accelerometer to assess motor progression in motor neuron disease. J Neurol 2024; 271:5083-5101. [PMID: 38805054 PMCID: PMC11319372 DOI: 10.1007/s00415-024-12449-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 05/10/2024] [Accepted: 05/14/2024] [Indexed: 05/29/2024]
Abstract
Motor neuron disease (MND) is a rapidly progressive condition traditionally assessed using a questionnaire to evaluate physical function, the revised amyotrophic lateral sclerosis functional rating scale (ALSFRS-R). Its use can be associated with poor sensitivity in detecting subtle changes over time and there is an urgent need for more sensitive and specific outcome measures. The ActiGraph GT9X is a wearable device containing multiple sensors that can be used to provide metrics that represent physical activity. The primary aim of this study was to investigate the initial suitability and acceptability of limb-worn wearable devices to group of people with MND in Scotland. A secondary aim was to explore the preliminary associations between the accelerometer sensor data within the ActiGraph GT9X and established measures of physical function. 10 participants with MND completed a 12-week schedule of assessments including fortnightly study visits, both in-person and over videoconferencing software. Participants wore the device on their right wrist and right ankle for a series of movements, during a 6-min walking test and for a period of 24-h wear, including overnight. Participants also completed an ALSFRS-R and questionnaires on their experience with the devices. 80% of the participants found wearing these devices to be a positive experience and no one reported interference with daily living or added burden. However, 30% of the participants experienced technical issues with their devices. Data from the wearable devices correlated with established measures of physical function.
Collapse
Affiliation(s)
- Emily Beswick
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Alexander Christides
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Alexander Symonds
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Micheaela Johnson
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Thomas Fawcett
- The School of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh, Scotland
| | - Judith Newton
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Dawn Lyle
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Christine Weaver
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Siddharthan Chandran
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
- UK Dementia Research Institute, The University of Edinburgh, Edinburgh, Scotland
| | - Suvankar Pal
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland.
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK.
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland.
| |
Collapse
|
10
|
M Amaral D, Soares DF, Gromicho M, de Carvalho M, Madeira SC, Tomás P, Aidos H. Temporal stratification of amyotrophic lateral sclerosis patients using disease progression patterns. Nat Commun 2024; 15:5717. [PMID: 38977678 PMCID: PMC11231290 DOI: 10.1038/s41467-024-49954-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 06/25/2024] [Indexed: 07/10/2024] Open
Abstract
Identifying groups of patients with similar disease progression patterns is key to understand disease heterogeneity, guide clinical decisions and improve patient care. In this paper, we propose a data-driven temporal stratification approach, ClusTric, combining triclustering and hierarchical clustering. The proposed approach enables the discovery of complex disease progression patterns not found by univariate temporal analyses. As a case study, we use Amyotrophic Lateral Sclerosis (ALS), a neurodegenerative disease with a non-linear and heterogeneous disease progression. In this context, we applied ClusTric to stratify a hospital-based population (Lisbon ALS Clinic dataset) and validate it in a clinical trial population. The results unravelled four clinically relevant disease progression groups: slow progressors, moderate bulbar and spinal progressors, and fast progressors. We compared ClusTric with a state-of-the-art method, showing its effectiveness in capturing the heterogeneity of ALS disease progression in a lower number of clinically relevant progression groups.
Collapse
Affiliation(s)
- Daniela M Amaral
- LASIGE, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal
- Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
| | - Diogo F Soares
- LASIGE, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal.
| | - Marta Gromicho
- Instituto de Medicina Molecular and Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal
| | - Mamede de Carvalho
- Instituto de Medicina Molecular and Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal
| | - Sara C Madeira
- LASIGE, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal
| | - Pedro Tomás
- INESC-ID, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
| | - Helena Aidos
- LASIGE, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal.
| |
Collapse
|
11
|
Li X, Bedlack R. Evaluating emerging drugs in phase II & III for the treatment of amyotrophic lateral sclerosis. Expert Opin Emerg Drugs 2024; 29:93-102. [PMID: 38516735 DOI: 10.1080/14728214.2024.2333420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 03/18/2024] [Indexed: 03/23/2024]
Abstract
INTRODUCTION Amyotrophic Lateral Sclerosis is a rapidly progressive motor neuron disorder causing severe disability and premature death. Owing to the advances in uncovering ALS pathophysiology, efficient clinical trial design and research advocacy program, several disease-modifying drugs have been approved for treating ALS. Despite this progress, ALS remains a rapidly disabling and life shortening condition. There is a critical need for more effective therapies. AREAS COVERED Here, we reviewed the emerging ALS therapeutics undergoing phase II & III clinical trials. To identify the investigational drugs, we searched ALS and phase II/III trials that are active and recruiting or not yet recruiting on clinicaltrials.gov and Pharmaprojects database. EXPERT OPINION The current pipeline is larger and more diverse than ever, with drugs targeting potential genetic and retroviral causes of ALS and drugs targeting a wide array of downstream pathways, including RNA metabolism, protein aggregation, integrated stress response and neuroinflammation.We remain most excited about those that target direct causes of ALS, e.g. antisense oligonucleotides targeting causative genes. Drugs that eliminate abnormal protein aggregates are also up-and-coming. Eventually, because of the heterogeneity of ALS pathophysiology, biomarkers that determine which biological events are most important for an individual ALS patient are needed.
Collapse
Affiliation(s)
- Xiaoyan Li
- Department of Neurology, Duke University, Durham, NC, USA
| | | |
Collapse
|
12
|
Karas M, Olsen J, Straczkiewicz M, Johnson SA, Burke KM, Iwasaki S, Lahav A, Scheier ZA, Clark AP, Iyer AS, Huang E, Berry JD, Onnela J. Tracking amyotrophic lateral sclerosis disease progression using passively collected smartphone sensor data. Ann Clin Transl Neurol 2024; 11:1380-1392. [PMID: 38816946 PMCID: PMC11187949 DOI: 10.1002/acn3.52050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 02/03/2024] [Accepted: 03/05/2024] [Indexed: 06/01/2024] Open
Abstract
BACKGROUND Passively collected smartphone sensor data provide an opportunity to study physical activity and mobility unobtrusively over long periods of time and may enable disease monitoring in people with amyotrophic lateral sclerosis (PALS). METHODS We enrolled 63 PALS who used Beiwe mobile application that collected their smartphone accelerometer and GPS data and administered the self-entry ALS Functional Rating Scale-Revised (ALSFRS-RSE) survey. We identified individual steps from accelerometer data and used the Activity Index to summarize activity at the minute level. Walking, Activity Index, and GPS outcomes were then aggregated into day-level measures. We used linear mixed effect models (LMMs) to estimate baseline and monthly change for ALSFRS-RSE scores (total score, subscores Q1-3, Q4-6, Q7-9, Q10-12) and smartphone sensor data measures, as well as the associations between them. FINDINGS The analytic sample (N = 45) was 64.4% male with a mean age of 60.1 years. The mean observation period was 292.3 days. The ALSFRS-RSE total score baseline mean was 35.8 and had a monthly rate of decline of -0.48 (p-value <0.001). We observed statistically significant change over time and association with ALSFRS-RSE total score for four smartphone sensor data-derived measures: walking cadence from top 1 min and log-transformed step count, step count from top 1 min, and Activity Index from top 1 min. INTERPRETATION Smartphone sensors can unobtrusively track physical changes in PALS, potentially aiding disease monitoring and future research.
Collapse
Affiliation(s)
- Marta Karas
- Department of Biostatistics, Harvard T.H. Chan School of Public HealthHarvard University677 Huntington Ave.BostonMassachusetts02115USA
| | - Julia Olsen
- Department of Biostatistics, Harvard T.H. Chan School of Public HealthHarvard University677 Huntington Ave.BostonMassachusetts02115USA
| | - Marcin Straczkiewicz
- Department of Biostatistics, Harvard T.H. Chan School of Public HealthHarvard University677 Huntington Ave.BostonMassachusetts02115USA
| | - Stephen A. Johnson
- Department of NeurologyMayo Clinic13400 E. Shea Blvd.ScottsdaleArizona85259USA
| | - Katherine M. Burke
- Neurological Clinical Research Institute and Sean M. Healey & AMG Center for ALS, Massachusetts General Hospital15 Parkman St #835BostonMassachusetts02114USA
| | - Satoshi Iwasaki
- Mitsubishi Tanabe Pharma Holdings America, Inc.525 Washington Blvd.Jersey CityNew Jersey07310USA
| | - Amir Lahav
- Mitsubishi Tanabe Pharma Holdings America, Inc.525 Washington Blvd.Jersey CityNew Jersey07310USA
| | - Zoe A. Scheier
- Neurological Clinical Research Institute and Sean M. Healey & AMG Center for ALS, Massachusetts General Hospital15 Parkman St #835BostonMassachusetts02114USA
| | - Alison P. Clark
- Neurological Clinical Research Institute and Sean M. Healey & AMG Center for ALS, Massachusetts General Hospital15 Parkman St #835BostonMassachusetts02114USA
| | - Amrita S. Iyer
- Neurological Clinical Research Institute and Sean M. Healey & AMG Center for ALS, Massachusetts General Hospital15 Parkman St #835BostonMassachusetts02114USA
| | - Emily Huang
- Department of Statistical SciencesWake Forest UniversityWinston‐SalemNorth Carolina27106USA
| | - James D. Berry
- Neurological Clinical Research Institute and Sean M. Healey & AMG Center for ALS, Massachusetts General Hospital15 Parkman St #835BostonMassachusetts02114USA
| | - Jukka‐Pekka Onnela
- Department of Biostatistics, Harvard T.H. Chan School of Public HealthHarvard University677 Huntington Ave.BostonMassachusetts02115USA
| |
Collapse
|
13
|
Evans LJ, O'Brien D, Shaw PJ. Current neuroprotective therapies and future prospects for motor neuron disease. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2024; 176:327-384. [PMID: 38802178 DOI: 10.1016/bs.irn.2024.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Four medications with neuroprotective disease-modifying effects are now in use for motor neuron disease (MND). With FDA approvals for tofersen, relyvrio and edaravone in just the past year, 2022 ended a quarter of a century when riluzole was the sole such drug to offer to patients. The acceleration of approvals may mean we are witnessing the beginning of a step-change in how MND can be treated. Improvements in understanding underlying disease biology has led to more therapies being developed to target specific and multiple disease mechanisms. Consideration for how the pipeline of new therapeutic agents coming through in clinical and preclinical development can be more effectively evaluated with biomarkers, advances in patient stratification and clinical trial design pave the way for more successful translation for this archetypal complex neurodegenerative disease. While it must be cautioned that only slowed rates of progression have so far been demonstrated, pre-empting rapid neurodegeneration by using neurofilament biomarkers to signal when to treat, as is currently being trialled with tofersen, may be more effective for patients with known genetic predisposition to MND. Early intervention with personalized medicines could mean that for some patients at least, in future we may be able to substantially treat what is considered by many to be one of the most distressing diseases in medicine.
Collapse
Affiliation(s)
- Laura J Evans
- The Sheffield Institute for Translational Neuroscience, and the NIHR Sheffield Biomedical Research Centre, University of Sheffield, Sheffield, United Kingdom
| | - David O'Brien
- The Sheffield Institute for Translational Neuroscience, and the NIHR Sheffield Biomedical Research Centre, University of Sheffield, Sheffield, United Kingdom
| | - Pamela J Shaw
- The Sheffield Institute for Translational Neuroscience, and the NIHR Sheffield Biomedical Research Centre, University of Sheffield, Sheffield, United Kingdom.
| |
Collapse
|
14
|
Din Abdul Jabbar MA, Guo L, Nag S, Guo Y, Simmons Z, Pioro EP, Ramasamy S, Yeo CJJ. Predicting amyotrophic lateral sclerosis (ALS) progression with machine learning. Amyotroph Lateral Scler Frontotemporal Degener 2024; 25:242-255. [PMID: 38052485 DOI: 10.1080/21678421.2023.2285443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 11/14/2023] [Indexed: 12/07/2023]
Abstract
OBJECTIVE To predict ALS progression with varying observation and prediction window lengths, using machine learning (ML). METHODS We used demographic, clinical, and laboratory parameters from 5030 patients in the Pooled Resource Open-Access ALS Clinical Trials (PRO-ACT) database to model ALS disease progression as fast (at least 1.5 points decline in ALS Functional Rating Scale-Revised (ALSFRS-R) per month) or non-fast, using Extreme Gradient Boosting (XGBoost) and Bayesian Long Short Term Memory (BLSTM). XGBoost identified predictors of progression while BLSTM provided a confidence level for each prediction. RESULTS ML models achieved area under receiver-operating-characteristics curve (AUROC) of 0.570-0.748 and were non-inferior to clinician assessments. Performance was similar with observation lengths of a single visit, 3, 6, or 12 months and on a holdout validation dataset, but was better for longer prediction lengths. 21 important predictors were identified, with the top 3 being days since disease onset, past ALSFRS-R and forced vital capacity. Nonstandard predictors included phosphorus, chloride and albumin. BLSTM demonstrated higher performance for the samples about which it was most confident. Patient screening by models may reduce hypothetical Phase II/III clinical trial sizes by 18.3%. CONCLUSION Similar accuracies across ML models using different observation lengths suggest that a clinical trial observation period could be shortened to a single visit and clinical trial sizes reduced. Confidence levels provided by BLSTM gave additional information on the trustworthiness of predictions, which could aid decision-making. The identified predictors of ALS progression are potential biomarkers and therapeutic targets for further research.
Collapse
Affiliation(s)
- Muzammil Arif Din Abdul Jabbar
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
- Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Ling Guo
- Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Sonakshi Nag
- Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Yang Guo
- Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Zachary Simmons
- Department of Neurology, Pennsylvania State University College of Medicine, State College, PA, USA
| | - Erik P Pioro
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Savitha Ramasamy
- Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Crystal Jing Jing Yeo
- Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Lee Kong Chien School of Medicine, Imperial College London and Nanyang Technological University Singapore, Singapore, Singapore
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
- National Neuroscience Institute, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| |
Collapse
|
15
|
van Unnik JWJ, Meyjes M, Janse van Mantgem MR, van den Berg LH, van Eijk RPA. Remote monitoring of amyotrophic lateral sclerosis using wearable sensors detects differences in disease progression and survival: a prospective cohort study. EBioMedicine 2024; 103:105104. [PMID: 38582030 PMCID: PMC11004066 DOI: 10.1016/j.ebiom.2024.105104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 03/20/2024] [Accepted: 03/20/2024] [Indexed: 04/08/2024] Open
Abstract
BACKGROUND There is an urgent need for objective and sensitive measures to quantify clinical disease progression and gauge the response to treatment in clinical trials for amyotrophic lateral sclerosis (ALS). Here, we evaluate the ability of an accelerometer-derived outcome to detect differential clinical disease progression and assess its longitudinal associations with overall survival in patients with ALS. METHODS Patients with ALS wore an accelerometer on the hip for 3-7 days, every 2-3 months during a multi-year observation period. An accelerometer-derived outcome, the Vertical Movement Index (VMI), was calculated, together with predicted disease progression rates, and jointly analysed with overall survival. The clinical utility of VMI was evaluated using comparisons to patient-reported functionality, while the impact of various monitoring schemes on empirical power was explored through simulations. FINDINGS In total, 97 patients (70.1% male) wore the accelerometer for 1995 days, for a total of 27,701 h. The VMI was highly discriminatory for predicted disease progression rates, revealing faster rates of decline in patients with a worse predicted prognosis compared to those with a better predicted prognosis (p < 0.0001). The VMI was strongly associated with the hazard for death (HR 0.20, 95% CI: 0.09-0.44, p < 0.0001), where a decrease of 0.19-0.41 unit was associated with reduced ambulatory status. Recommendations for future studies using accelerometery are provided. INTERPRETATION The results serve as motivation to incorporate accelerometer-derived outcomes in clinical trials, which is essential for further validation of these markers to meaningful endpoints. FUNDING Stichting ALS Nederland (TRICALS-Reactive-II).
Collapse
Affiliation(s)
- Jordi W J van Unnik
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Myrte Meyjes
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Mark R Janse van Mantgem
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Leonard H van den Berg
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Ruben P A van Eijk
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands; Biostatistics & Research Support, Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, the Netherlands.
| |
Collapse
|
16
|
Din Abdul Jabbar MA, Guo L, Guo Y, Simmons Z, Pioro EP, Ramasamy S, Yeo CJJ. Describing and characterising variability in ALS disease progression. Amyotroph Lateral Scler Frontotemporal Degener 2024; 25:34-45. [PMID: 37794802 DOI: 10.1080/21678421.2023.2260838] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 09/07/2023] [Indexed: 10/06/2023]
Abstract
BACKGROUND, OBJECTIVES Decrease in the revised ALS Functional Rating Scale (ALSFRS-R) score is currently the most widely used measure of disease progression. However, it does not sufficiently encompass the heterogeneity of ALS. We describe a measure of variability in ALSFRS-R scores and demonstrate its utility in disease characterization. METHODS We used 5030 ALS clinical trial patients from the Pooled Resource Open-Access ALS Clinical Trials database to calculate variability in disease progression employing a novel measure and correlated variability with disease span. We characterized the more and less variable populations and designed a machine learning model that used clinical, laboratory and demographic data to predict class of variability. The model was validated with a holdout clinical trial dataset of 84 ALS patients (NCT00818389). RESULTS Greater variability in disease progression was indicative of longer disease span on the patient-level. The machine learning model was able to predict class of variability with accuracy of 60.1-72.7% across different time periods and yielded a set of predictors based on clinical, laboratory and demographic data. A reduced set of 16 predictors and the holdout dataset yielded similar accuracy. DISCUSSION This measure of variability is a significant determinant of disease span for fast-progressing patients. The predictors identified may shed light on pathophysiology of variability, with greater variability in fast-progressing patients possibly indicative of greater compensatory reinnervation and longer disease span. Increasing variability alongside decreasing rate of disease progression could be a future aim of trials for faster-progressing patients.
Collapse
Affiliation(s)
- Muzammil Arif Din Abdul Jabbar
- University of Cambridge, Cambridge, United Kingdom of Great Britain and Northern Ireland
- Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Ling Guo
- Institute for Infocomm Research (I2R), A*STAR, Singapore, Singapore
| | - Yang Guo
- Institute for Infocomm Research (I2R), A*STAR, Singapore, Singapore
| | - Zachary Simmons
- Department of Neurology, Pennsylvania State University College of Medicine, University Park, USA
| | - Erik P Pioro
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Savitha Ramasamy
- Institute for Infocomm Research (I2R), A*STAR, Singapore, Singapore
| | - Crystal Jing Jing Yeo
- Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, USA
- Lee Kong Chian School of Medicine, Imperial College London and NTU, Singapore, Singapore
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
- National Neuroscience Institute, Singapore, Singapore, and
- Duke-NUS Medical School, Singapore, Singapore
| |
Collapse
|
17
|
Yan J, Chen H, Zhang Y, Peng L, Wang Z, Lan X, Yu S, Yang Y. Fecal microbiota transplantation significantly improved respiratory failure of amyotrophic lateral sclerosis. Gut Microbes 2024; 16:2353396. [PMID: 38778483 PMCID: PMC11123505 DOI: 10.1080/19490976.2024.2353396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 05/06/2024] [Indexed: 05/25/2024] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease that leads to respiratory failure, and eventually death. However, there is a lack of effective treatments for ALS. Here we report the results of fecal microbiota transplantation (FMT) in two patients with late-onset classic ALS with a Japan ALS severity classification of grade 5 who required tracheostomy and mechanical ventilation. In both patients, significant improvements in respiratory function were observed following two rounds of FMT, leading to weaning off mechanical ventilation. Their muscle strength improved, allowing for assisted standing and mobility. Other notable treatment responses included improved swallowing function and reduced muscle fasciculations. Metagenomic and metabolomic analysis revealed an increase in beneficial Bacteroides species (Bacteroides stercoris, Bacteroides uniformis, Bacteroides vulgatus), and Faecalibacterium prausnitzii after FMT, as well as elevated levels of metabolites involved in arginine biosynthesis and decreased levels of metabolites involved in branched-chain amino acid biosynthesis. These findings offer a potential rescue therapy for ALS with respiratory failure and provide new insights into ALS in general.
Collapse
Affiliation(s)
- Jingshuang Yan
- Microbiome Division, Department of Gastroenterology and Hepatology, The First Medical Center, Chinese PLA General Hospital, Beijing, China
- School of Medicine, Nankai University, Tianjin, China
| | - Huixin Chen
- Microbiome Division, Department of Gastroenterology and Hepatology, The First Medical Center, Chinese PLA General Hospital, Beijing, China
- School of Medicine, Nankai University, Tianjin, China
| | - Yan Zhang
- Microbiome Division, Department of Gastroenterology and Hepatology, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Lihua Peng
- Microbiome Division, Department of Gastroenterology and Hepatology, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Zikai Wang
- Microbiome Division, Department of Gastroenterology and Hepatology, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Xiaoyang Lan
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Shengyuan Yu
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Yunsheng Yang
- Microbiome Division, Department of Gastroenterology and Hepatology, The First Medical Center, Chinese PLA General Hospital, Beijing, China
- National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, China
| |
Collapse
|
18
|
Huang B, Geng X, Yu Z, Zhang C, Chen Z. Dynamic effects of prognostic factors and individual survival prediction for amyotrophic lateral sclerosis disease. Ann Clin Transl Neurol 2023; 10:892-903. [PMID: 37014017 PMCID: PMC10270250 DOI: 10.1002/acn3.51771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 03/22/2023] [Accepted: 03/23/2023] [Indexed: 04/05/2023] Open
Abstract
OBJECTIVE Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease affecting motor neurons, with broad heterogeneity in disease progression and survival in different patients. Therefore, an accurate prediction model will be crucial to implement timely interventions and prolong patient survival time. METHODS A total of 1260 ALS patients from the PRO-ACT database were included in the analysis. Their demographics, clinical variables, and death reports were included. We constructed an ALS dynamic Cox model through the landmarking approach. The predictive performance of the model at different landmark time points was evaluated by calculating the area under the curve (AUC) and Brier score. RESULTS Three baseline covariates and seven time-dependent covariates were selected to construct the ALS dynamic Cox model. For better prognostic analysis, this model identified dynamic effects of treatment, albumin, creatinine, calcium, hematocrit, and hemoglobin. Its prediction performance (at all landmark time points, AUC ≥ 0.70 and Brier score ≤ 0.12) was better than that of the traditional Cox model, and it predicted the dynamic 6-month survival probability according to the longitudinal information of individual patients. INTERPRETATION We developed an ALS dynamic Cox model with ALS longitudinal clinical trial datasets as the inputs. This model can not only capture the dynamic prognostic effect of both baseline and longitudinal covariates but also make individual survival predictions in real time, which are valuable for improving the prognosis of ALS patients and providing a reference for clinicians to make clinical decisions.
Collapse
Affiliation(s)
- Baoyi Huang
- Department of Biostatistics, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research)Southern Medical UniversityGuangzhouChina
| | - Xiang Geng
- Department of Biostatistics, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research)Southern Medical UniversityGuangzhouChina
| | - Zhiyin Yu
- Department of Biostatistics, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research)Southern Medical UniversityGuangzhouChina
| | - Chengfeng Zhang
- Department of Biostatistics, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research)Southern Medical UniversityGuangzhouChina
| | - Zheng Chen
- Department of Biostatistics, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research)Southern Medical UniversityGuangzhouChina
| |
Collapse
|
19
|
Liu X, Qin T, Li T, Shan L, Lei X, Xu X, Wen B, Feng Y, Yin P, Fan D. "Huoling Shengji granule" for amyotrophic lateral sclerosis: protocol for a multicenter, randomized, double-blind, riluzole parallel controlled clinical trial. Front Aging Neurosci 2023; 15:1153973. [PMID: 37228252 PMCID: PMC10203426 DOI: 10.3389/fnagi.2023.1153973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 04/17/2023] [Indexed: 05/27/2023] Open
Abstract
Background There is still a large demand for effective treatments to delay disease deterioration in amyotrophic lateral sclerosis (ALS). Typical symptoms of ALS are considered "flaccidity syndrome" in traditional Chinese medicine (TCM). Huoling Shengji Granule (HLSJ) is a TCM formula used to treat flaccidity syndrome. Results of preclinical tests and a previous clinical study support HLSJ as a novel drug for ALS patients. This trial proposed to examine whether a 48-week course of HLSJ is effective and safe for ALS patients diagnosed with the Chinese medicine syndrome of spleen qi insufficiency and kidney yang deficiency. Methods and analysis In this phase II, multicenter, randomized, double-blind, riluzole parallel-controlled, superiority-design study, eligible participants had the equal opportunity to be assigned to receive either HLSJ or riluzole randomly. Eleven specialized ALS centers in Mainland China will recruit 144 patients for this trial. The primary and secondary outcomes included the change in the ALSFRS-R score and the Rasch-Built Overall Amyotrophic Lateral Sclerosis Disability Scale (ROADS) from baseline to Week 48. Discussion Here, we endeavored to evaluate TCM for ALS using a standard evidence-based approach for the first time. In addition, the ROADS, a self-report linear-weighted questionnaire, was selected as a secondary outcome measure. We expect to offer a new reference for the outcome evaluation of ALS trials.Clinical trial registration:http://www.Chictr.org.cn, identifier ChiCTR2100044085.
Collapse
Affiliation(s)
- Xiaolu Liu
- Department of Neurology, Peking University Third Hospital, Beijing, China
- Beijing Municipal Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing, China
- Key Laboratory for Neuroscience, National Health Commission/Ministry of Education, Peking University, Beijing, China
| | - Tingting Qin
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China
| | - Tao Li
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Lei Shan
- Foshan Kaichuan Pharmaceuticals Co., Ltd., Foshan, China
| | - Xiang Lei
- Beijing Qi-Huang Technology Co., Ltd., Beijing, China
| | - Xin Xu
- Shanghai Pharma Rare Disease Medicine Co., Ltd., Shanghai, China
| | - Bin Wen
- Shanghai Pharma Rare Disease Medicine Co., Ltd., Shanghai, China
| | - Yi Feng
- Engineering Research Center of Modern Preparation Technology of TCM, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Ping Yin
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China
| | - Dongsheng Fan
- Department of Neurology, Peking University Third Hospital, Beijing, China
- Beijing Municipal Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing, China
- Key Laboratory for Neuroscience, National Health Commission/Ministry of Education, Peking University, Beijing, China
| |
Collapse
|
20
|
Abdelraheem O, Sami DG, Salama M. Online Health Communities: an alternative feasible data registry tool for developing countries. Health Res Policy Syst 2023; 21:28. [PMID: 37024909 PMCID: PMC10077652 DOI: 10.1186/s12961-023-00976-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 03/20/2023] [Indexed: 04/08/2023] Open
Abstract
Given the many challenges facing healthcare access in many developing countries and the added limitations observed in emergencies like COVID-19 pandemic, the authors here discuss an alternative and feasible approach to overcome all these limitations.
Collapse
Affiliation(s)
- Omnia Abdelraheem
- Institute of Global Health, and Human Ecology (I-GHHE), The American University in Cairo, Cairo, Egypt
| | - Diana G Sami
- Institute of Global Health, and Human Ecology (I-GHHE), The American University in Cairo, Cairo, Egypt
| | - Mohamed Salama
- Institute of Global Health, and Human Ecology (I-GHHE), The American University in Cairo, Cairo, Egypt.
- Faculty of Medicine, Mansoura University, Mansoura, Egypt.
- Global Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.
| |
Collapse
|
21
|
Schreiber S, Bernal J, Arndt P, Schreiber F, Müller P, Morton L, Braun-Dullaeus RC, Valdés-Hernández MDC, Duarte R, Wardlaw JM, Meuth SG, Mietzner G, Vielhaber S, Dunay IR, Dityatev A, Jandke S, Mattern H. Brain Vascular Health in ALS Is Mediated through Motor Cortex Microvascular Integrity. Cells 2023; 12:957. [PMID: 36980297 PMCID: PMC10047140 DOI: 10.3390/cells12060957] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/07/2023] [Accepted: 03/15/2023] [Indexed: 03/30/2023] Open
Abstract
Brain vascular health appears to be critical for preventing the development of amyotrophic lateral sclerosis (ALS) and slowing its progression. ALS patients often demonstrate cardiovascular risk factors and commonly suffer from cerebrovascular disease, with evidence of pathological alterations in their small cerebral blood vessels. Impaired vascular brain health has detrimental effects on motor neurons: vascular endothelial growth factor levels are lowered in ALS, which can compromise endothelial cell formation and the integrity of the blood-brain barrier. Increased turnover of neurovascular unit cells precedes their senescence, which, together with pericyte alterations, further fosters the failure of toxic metabolite removal. We here provide a comprehensive overview of the pathogenesis of impaired brain vascular health in ALS and how novel magnetic resonance imaging techniques can aid its detection. In particular, we discuss vascular patterns of blood supply to the motor cortex with the number of branches from the anterior and middle cerebral arteries acting as a novel marker of resistance and resilience against downstream effects of vascular risk and events in ALS. We outline how certain interventions adapted to patient needs and capabilities have the potential to mechanistically target the brain microvasculature towards favorable motor cortex blood supply patterns. Through this strategy, we aim to guide novel approaches to ALS management and a better understanding of ALS pathophysiology.
Collapse
Affiliation(s)
- Stefanie Schreiber
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), 39106 Magdeburg, Germany
| | - Jose Bernal
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
| | - Philipp Arndt
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
| | - Frank Schreiber
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
| | - Patrick Müller
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
- Department of Internal Medicine/Cardiology and Angiology, Otto von Guericke University Magdeburg, 39120 Magdeburg, Germany
| | - Lorena Morton
- Institute of Inflammation and Neurodegeneration, Otto von Guericke University Magdeburg, 39120 Magdeburg, Germany
| | | | | | - Roberto Duarte
- Centre for Clinical Brain Sciences, The University of Edinburgh, UK Dementia Research Institute Centre, Edinburgh EH16 4UX, UK
| | - Joanna Marguerite Wardlaw
- Centre for Clinical Brain Sciences, The University of Edinburgh, UK Dementia Research Institute Centre, Edinburgh EH16 4UX, UK
| | - Sven Günther Meuth
- Department of Neurology, Medical Faculty, Heinrich Heine University Düsseldorf, 40225 Düsseldorf, Germany
| | - Grazia Mietzner
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
| | - Stefan Vielhaber
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), 39106 Magdeburg, Germany
| | - Ildiko Rita Dunay
- Center for Behavioral Brain Sciences (CBBS), 39106 Magdeburg, Germany
- Institute of Inflammation and Neurodegeneration, Otto von Guericke University Magdeburg, 39120 Magdeburg, Germany
| | - Alexander Dityatev
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), 39106 Magdeburg, Germany
- Medical Faculty, Otto von Guericke University, 39120 Magdeburg, Germany
| | - Solveig Jandke
- Department of Neurology, Otto von Guericke University Magdeburg, Medical Faculty, 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
| | - Hendrik Mattern
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), 39106 Magdeburg, Germany
- Department of Biomedical Magnetic Resonance, Faculty of Natural Sciences, Otto von Guericke University Magdeburg, 39120 Magdeburg, Germany
| |
Collapse
|
22
|
Wearable device and smartphone data quantify ALS progression and may provide novel outcome measures. NPJ Digit Med 2023; 6:34. [PMID: 36879025 PMCID: PMC9987377 DOI: 10.1038/s41746-023-00778-y] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 02/14/2023] [Indexed: 03/08/2023] Open
Abstract
Amyotrophic lateral sclerosis (ALS) therapeutic development has largely relied on staff-administered functional rating scales to determine treatment efficacy. We sought to determine if mobile applications (apps) and wearable devices can be used to quantify ALS disease progression through active (surveys) and passive (sensors) data collection. Forty ambulatory adults with ALS were followed for 6-months. The Beiwe app was used to administer the self-entry ALS functional rating scale-revised (ALSFRS-RSE) and the Rasch Overall ALS Disability Scale (ROADS) surveys every 2-4 weeks. Each participant used a wrist-worn activity monitor (ActiGraph Insight Watch) or an ankle-worn activity monitor (Modus StepWatch) continuously. Wearable device wear and app survey compliance were adequate. ALSFRS-R highly correlated with ALSFRS-RSE. Several wearable data daily physical activity measures demonstrated statistically significant change over time and associations with ALSFRS-RSE and ROADS. Active and passive digital data collection hold promise for novel ALS trial outcome measure development.
Collapse
|
23
|
Liu M, Yao X, Huang X, Shang H, Fan D, He J, Cui L. A multicenter, randomized, double blind, placebo-controlled clinical trial of DL-3-n-butylphthalide in treatment of amyotrophic lateral sclerosis. Chin Med J (Engl) 2023; 136:354-356. [PMID: 36805548 PMCID: PMC10106172 DOI: 10.1097/cm9.0000000000002442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Indexed: 02/23/2023] Open
Affiliation(s)
- Mingsheng Liu
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing 100730, China
| | - Xiaoli Yao
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510006, China
| | - Xusheng Huang
- Department of Neurology, Chinese PLA General Hospital, Beijing 100853, China
| | - Huifang Shang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Dongsheng Fan
- Department of Neurology, Peking University Third Hospital, Beijing 100191, China
| | - Jia He
- Department of Health Statistics, Faculty of Health Service, Naval Medical University, Shanghai 200433, China
| | - Liying Cui
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing 100730, China
| |
Collapse
|
24
|
Crayle J, Lutz M, Raymond J, Mehta P, Bedlack R. Study of "ALS reversals": LifeTime environmental exposures (StARLiTE). Amyotroph Lateral Scler Frontotemporal Degener 2023; 24:54-62. [PMID: 35775279 DOI: 10.1080/21678421.2022.2090846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
We previously reported on a series of patients diagnosed with ALS whom had an extraordinary course defined by substantial and sustained improvement in weakness and function. For this study, twenty-five of these "ALS Reversals" completed extensive environmental exposure questionnaires. These responses were then compared to a large database of prior responses from patients with typically progressive ALS (n = 6187). The results demonstrated that the "Reversal" participants have had a diverse number of exposures with substantial heterogeneity. In general, this was similar to the control group; however, there were a few specific differences that could be further explored in future research.
Collapse
Affiliation(s)
- J Crayle
- Department of Neurology, Washington University in Saint Louis, Saint Louis, MO, USA
| | - M Lutz
- Department of Neurology, Duke University, Durham, NC, USA
| | - J Raymond
- Centers for Disease Control and Prevention/Agency for Toxic Substances and Disease Registry, National ALS Registry, Atlanta, GA, USA
| | - P Mehta
- Centers for Disease Control and Prevention/Agency for Toxic Substances and Disease Registry, National ALS Registry, Atlanta, GA, USA
| | - R Bedlack
- Department of Neurology, Duke University, Durham, NC, USA
| |
Collapse
|
25
|
Benatar M, Goutman SA, Staats KA, Feldman EL, Weisskopf M, Talbott E, Dave KD, Thakur NM, Al-Chalabi A. A roadmap to ALS prevention: strategies and priorities. J Neurol Neurosurg Psychiatry 2023; 94:399-402. [PMID: 36690429 PMCID: PMC10176353 DOI: 10.1136/jnnp-2022-330473] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 01/08/2023] [Indexed: 01/25/2023]
Affiliation(s)
- Michael Benatar
- Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, USA
| | | | - Kim A Staats
- Staats Life Sciences Consulting, Los Angeles, California, USA
| | - Eva L Feldman
- Neurology, University of Michigan, Ann Arbor, Michigan, USA
| | - Marc Weisskopf
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Evelyn Talbott
- Department of Epidemiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania, USA
| | - Kuldip D Dave
- ALS Association, Washington, District of Columbia, USA
| | - Neil M Thakur
- ALS Association, Washington, District of Columbia, USA
| | - Ammar Al-Chalabi
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King's College London, London, UK
| |
Collapse
|
26
|
Song Y, Cheng H, Liu J, Kazuo S, Feng L, Wei Y, Zhang C, Gao Y. Effectiveness of herbal medicine on patients with amyotrophic lateral sclerosis: Analysis of the PRO-ACT data using propensity score matching. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2022; 107:154461. [PMID: 36198223 DOI: 10.1016/j.phymed.2022.154461] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 09/10/2022] [Accepted: 09/14/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Patients with amyotrophic lateral sclerosis (ALS) have restricted pharmacotherapy options and thus resort to herbal medicines (HMs), despite limited and conflicting evidence. Therefore, use of HMs needs to be assessed in patients with ALS. PURPOSE This study aimed to evaluate the benefits of HMs in ALS and to describe the characteristics of HM users. STUDY DESIGN The correlation between HMs and prognosis was determined based on data obtained from the largest ALS database with high-quality clinical trials. Propensity score (PS) matching was used to address confounding and selection bias. METHODS In total, 321 and 231 HM users with at least a 4-week HM prescription were identified and PS-matched with non-HM users at a 1:1 ratio based on predefined confounders. Time-to-event models with censoring at 12 or 18 months were established for survival analyses. For evaluating activity limitation and respiratory function, 320 and 376 HM users were included, respectively, and analyzed using multivariate analysis of variance (MANOVA). RESULTS The profiles of 321 HM users indicated a better condition compared with that of non-HM users before PS-matching, including higher weight (median [IQR], 77.90 [21.8] kg vs. 74.00 [21.2] kg, p < 0.01), higher body mass index (26.00 [5.4] vs. 25.20 [5.8], p < 0.01), more percentage of limb onset (261 [81.3%] vs. 2366 [67.2%], p < 0.01), and slower progression (0.47 [0.5] vs. 0.51 [0.5], p = 0.03). HM did not significantly affect survival at 12 months (adjusted hazard ratio [HR] 0.71, 95% confidence interval [CI] 0.49-1.03; log-rank p = 0.069), but it significantly prolonged survival at 18 months (adjusted HR 0.74, 95% CI 0.56-0.98; log-rank p = 0.038). After imputation of missing data, MANOVA revealed significant effectiveness of HMs in improving activity limitation (Pillai trace, 0.0195; p = 0.03). CONCLUSION PS-based methods eliminated baseline differences between HM and non-HM users. Overall, the use of HM to treat patients with ALS is favored based on their association with prolonged overall survival within 18 months and improved activity limitation.
Collapse
Affiliation(s)
- Yuebo Song
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China; Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing 100700, China
| | - Hao Cheng
- National Academy of Innovation Strategy, China Association for Science and Technology, Beijing 100038, China
| | - Jia Liu
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China; Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing 100700, China
| | - Sugimoto Kazuo
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China; Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing 100700, China; Key Laboratory of Chinese Internal Medicine of Ministry of Education and Beijing, Dongzhimen Hospital Affiliated to Beijing University of Chinese Medicine, Beijing 100010, China
| | - Luda Feng
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China; Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing 100700, China
| | - Yufei Wei
- The First Affiliated Hospital of Guangxi University of Chinese Medicine, Nanning 530022, China
| | - Chi Zhang
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China.
| | - Ying Gao
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China; Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing 100700, China.
| |
Collapse
|
27
|
Johnson SA, Burke KM, Scheier ZA, Keegan MA, Clark AP, Chan J, Fournier CN, Berry JD. Longitudinal comparison of the self-entry Amyotrophic Lateral Sclerosis Functional Rating Scale-Revised (ALSFRS-RSE) and Rasch-Built Overall Amyotrophic Lateral Sclerosis Disability Scale (ROADS) as outcome measures in people with amyotrophic lateral sclerosis. Muscle Nerve 2022; 66:495-502. [PMID: 35904151 DOI: 10.1002/mus.27691] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 07/23/2022] [Accepted: 07/26/2022] [Indexed: 01/07/2023]
Abstract
INTRODUCTION/AIMS Improved functional outcome measures in amyotrophic lateral sclerosis (ALS) would aid ALS trial design and help hasten drug discovery. We evaluate the longitudinal performance of the Rasch-Built Overall Amyotrophic Lateral Sclerosis Disability Scale (ROADS) compared to the Amyotrophic Lateral Sclerosis Functional Rating Scale Revised for Self-Entry (ALSFRS-RSE) as patient reported outcomes of functional status in people with ALS. METHODS Participants completed the ROADS and the ALSFRS-RSE questionnaires at baseline, 3-, 6-, and 12- mo using Research Electronic Data Capture as part of a prospective, longitudinal, remote, online survey study of fatigue in ALS from 9/2020 to 12/2021. The scales were compared cross-sectionally (at baseline) and longitudinally. Correlation coefficients, coefficients of variation, and descriptive statistics were assessed. RESULTS A total of 182 adults with ALS consented to the study. This volunteer sample was comprised of predominantly White, non-Hispanic, non-smoking participants. Consented participant survey completion was approximately 90% at baseline and greater than 40% at 12 mo. The ALSFRS-RSE and the ROADS had high, significant agreement at 3 and 6 mo by Cohen's kappa ≥71% (p < 0.001); the number of functional increases or plateaus on the two scales were not significantly different; and the coefficient of variation of functional decline was similar at the 6-month mark, though higher for the ROADS at 3 mo and lower at 12 mo. DISCUSSION Although the ROADS performed similarly to the ALSFRS-RSE in an observational cohort, it has psychometric advantages, such as Rasch-modeling and unidimensionality. It merits further investigation as a patient reported outcome of overall disability and efficacy outcome measure in ALS trials.
Collapse
Affiliation(s)
- Stephen A Johnson
- Neurological Clinical Research Institute and Sean M. Healey & AMG Center for ALS, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Katherine M Burke
- Neurological Clinical Research Institute and Sean M. Healey & AMG Center for ALS, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Zoe A Scheier
- Neurological Clinical Research Institute and Sean M. Healey & AMG Center for ALS, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Mackenzie A Keegan
- Neurological Clinical Research Institute and Sean M. Healey & AMG Center for ALS, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Alison P Clark
- Neurological Clinical Research Institute and Sean M. Healey & AMG Center for ALS, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - James Chan
- Massachusetts General Hospital, Biostatistics Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Christina N Fournier
- Department of Neurology, Emory University, Atlanta, Georgia, USA
- Department of Neurology, Atlanta Veterans Administration Medical Center, Decatur, Georgia, USA
| | - James D Berry
- Neurological Clinical Research Institute and Sean M. Healey & AMG Center for ALS, Massachusetts General Hospital, Boston, Massachusetts, USA
| |
Collapse
|
28
|
Ramamoorthy D, Severson K, Ghosh S, Sachs K, Glass JD, Fournier CN, Herrington TM, Berry JD, Ng K, Fraenkel E. Identifying patterns in amyotrophic lateral sclerosis progression from sparse longitudinal data. NATURE COMPUTATIONAL SCIENCE 2022; 2:605-616. [PMID: 38177466 PMCID: PMC10766562 DOI: 10.1038/s43588-022-00299-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2021] [Accepted: 07/14/2022] [Indexed: 01/06/2024]
Abstract
The clinical presentation of amyotrophic lateral sclerosis (ALS), a fatal neurodegenerative disease, varies widely across patients, making it challenging to determine if potential therapeutics slow progression. We sought to determine whether there were common patterns of disease progression that could aid in the design and analysis of clinical trials. We developed an approach based on a mixture of Gaussian processes to identify clusters of patients sharing similar disease progression patterns, modeling their average trajectories and the variability in each cluster. We show that ALS progression is frequently nonlinear, with periods of stable disease preceded or followed by rapid decline. We also show that our approach can be extended to Alzheimer's and Parkinson's diseases. Our results advance the characterization of disease progression of ALS and provide a flexible modeling approach that can be applied to other progressive diseases.
Collapse
Affiliation(s)
| | - Kristen Severson
- Center for Computational Health and MIT-IBM Watson AI Lab, IBM Research, Cambridge, MA, USA
| | - Soumya Ghosh
- Center for Computational Health and MIT-IBM Watson AI Lab, IBM Research, Cambridge, MA, USA
| | - Karen Sachs
- Department of Biological Engineering, MIT, Cambridge, MA, USA
- Next Generation Analytics, Palo Alto, CA, USA
| | - Jonathan D Glass
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
| | | | - Todd M Herrington
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Harvard Medical School, Boston, MA, USA
| | - James D Berry
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Kenney Ng
- Center for Computational Health and MIT-IBM Watson AI Lab, IBM Research, Cambridge, MA, USA
| | - Ernest Fraenkel
- Department of Biological Engineering, MIT, Cambridge, MA, USA.
| |
Collapse
|
29
|
Fournier CN. Considerations for Amyotrophic Lateral Sclerosis (ALS) Clinical Trial Design. Neurotherapeutics 2022; 19:1180-1192. [PMID: 35819713 PMCID: PMC9275386 DOI: 10.1007/s13311-022-01271-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/28/2022] [Indexed: 11/20/2022] Open
Abstract
Thoughtful clinical trial design is critical for efficient therapeutic development, particularly in the field of amyotrophic lateral sclerosis (ALS), where trials often aim to detect modest treatment effects among a population with heterogeneous disease progression. Appropriate outcome measure selection is necessary for trials to provide decisive and informative results. Investigators must consider the outcome measure's reliability, responsiveness to detect change when change has actually occurred, clinical relevance, and psychometric performance. ALS clinical trials can also be performed more efficiently by utilizing statistical enrichment techniques. Innovations in ALS prediction models allow for selection of participants with less heterogeneity in disease progression rates without requiring a lead-in period, or participants can be stratified according to predicted progression. Statistical enrichment can reduce the needed sample size and improve study power, but investigators must find a balance between optimizing statistical efficiency and retaining generalizability of study findings to the broader ALS population. Additional progress is still needed for biomarker development and validation to confirm target engagement in ALS treatment trials. Selection of an appropriate biofluid biomarker depends on the treatment mechanism of interest, and biomarker studies should be incorporated into early phase trials. Inclusion of patients with ALS as advisors and advocates can strengthen clinical trial design and study retention, but more engagement efforts are needed to improve diversity and equity in ALS research studies. Another challenge for ALS therapeutic development is identifying ways to respect patient autonomy and improve access to experimental treatment, something that is strongly desired by many patients with ALS and ALS advocacy organizations. Expanded access programs that run concurrently to well-designed and adequately powered randomized controlled trials may provide an opportunity to broaden access to promising therapeutics without compromising scientific integrity or rushing regulatory approval of therapies without adequate proof of efficacy.
Collapse
Affiliation(s)
- Christina N Fournier
- Department of Neurology, Emory University, Atlanta, GA, USA.
- Department of Veterans Affairs, Atlanta, GA, USA.
| |
Collapse
|
30
|
Verma S, Lim J, Buscemi-Kimmins T, Brose SW. Isolated pulmonary recovery in a veteran with late stage bulbar ALS following edaravone treatment and cessation. J Spinal Cord Med 2022; 45:638-642. [PMID: 34982644 PMCID: PMC9246129 DOI: 10.1080/10790268.2021.1943249] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
CONTEXT Amyotrophic lateral sclerosis (ALS) is a group of rare neurological diseases which cause progressive loss of upper and lower motor neurons at the spinal or bulbar level. ALS affects voluntary muscles of the body which control eating, talking, and moving. Individuals with ALS manifest difficulty breathing on their own due to weakness of the respiratory system. The average life expectancy of individuals with ALS is 2-5 years from the time of diagnosis, with death resulting from respiratory failure. There is no cure for ALS. At present, riluzole and edaravone are the only FDA-approved treatments that impact survival. Adverse reactions to edaravone include hypoxia and respiratory failure. To date, there are no published reports describing isolated dramatic respiratory improvement in ALS with continued global clinical worsening including limb and face function, particularly following edaravone use. FINDINGS We present a case report of late stage bulbar ALS, in which a dramatic respiratory improvement is seen following edaravone use, and subsequent cessation. CONCLUSION/CLINICAL RELEVANCE Isolated pulmonary decline and subsequent recovery following cessation of edaravone in the setting of continued systemic neurologic decline has not yet been described and may suggest potential for reversibility of edaravone-related pulmonary decline. Research is needed to evaluate this possibility further, and this case report may lead to further investigation to evaluate this possibility. Alternatively, although less likely, it is possible the observed that pulmonary improvement may either be beneficially attributed to edaravone, or unrelated to edaravone entirely - representing an undescribed phenomenon of isolated pulmonary decline and improvement in the setting of systemic continued ALS progression, possibly related to the bulbar subtype. Further investigation is warranted to evaluate both the role of edaravone in causing in a potentially reversible pulmonary decline upon cessation of the medication, and the possibility of other undefined variables including various subtypes of ALS contributing to this phenomenon.
Collapse
Affiliation(s)
- Susama Verma
- Spinal Cord Injury Service, VAMC, Syracuse, New York, USA,Department of Neurology, SUNY Upstate Medical University, Syracuse, New York, USA,Correspondence to: Susama Verma, Spinal Cord Injury Service, VAMC, Syracuse, New York, USA; Department of Neurology, SUNY Upstate Medical University, Syracuse, New York, USA.
| | - Jungjae Lim
- Department of Physical Medicine & Rehabilitation, SUNY Upstate Medical University, Syracuse, New York, USA
| | | | - Steven W. Brose
- Spinal Cord Injury Service, VAMC, Syracuse, New York, USA,Department of Physical Medicine & Rehabilitation, SUNY Upstate Medical University, Syracuse, New York, USA
| |
Collapse
|
31
|
Lu G, Wen Q, Cui B, Li Q, Zhang F. Washed microbiota transplantation stopped the deterioration of amyotrophic lateral sclerosis: The first case report and narrative review. J Biomed Res 2022; 37:69-76. [PMID: 35821195 PMCID: PMC9898040 DOI: 10.7555/jbr.36.20220088] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 05/24/2022] [Accepted: 05/27/2022] [Indexed: 01/17/2023] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is known as a progressive paralysis disorder characterized by degeneration of upper and lower motor neurons, and has an average survival time of three to five years. Growing evidence has suggested a bidirectional link between gut microbiota and neurodegeneration. Here we aimed to report one female case with ALS, who benefited from washed microbiota transplantation (WMT), an improved fecal microbiota transplantation (FMT), through a transendoscopic enteral tube during a 12-month follow-up. Notedly, the accidental scalp trauma the patient suffered later was treated with prescribed antibiotics that caused ALS deterioration. The subsequent rescue WMTs successfully stopped the progression of the disease with a quick improvement. The plateaus and reversals occurred during the whole course of WMT. The stool and blood samples from the first WMT to the last were collected for dynamic microbial and metabolomic analysis. We observed the microbial and metabolomic changing trend consistent with the disease status. This case report for the first time shows the direct clinical evidence on using WMT for treating ALS, indicating that WMT may be the novel treatment strategy for controlling this so-called incurable disease.
Collapse
Affiliation(s)
- Gaochen Lu
- Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210011, China
- Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing, Jiangsu 210011, China
| | - Quan Wen
- Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210011, China
- Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing, Jiangsu 210011, China
| | - Bota Cui
- Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210011, China
- Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing, Jiangsu 210011, China
| | - Qianqian Li
- Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210011, China
- Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing, Jiangsu 210011, China
| | - Faming Zhang
- Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210011, China
- Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing, Jiangsu 210011, China
- Department of Microbiotherapy, Sir Run Run Hospital, Nanjing Medical University, Nanjing, Jiangsu 211166, China
- National Clinical Research Center for Digestive Diseases, Xi'an, Shanxi 710032, China
| |
Collapse
|
32
|
Goutman SA, Hardiman O, Al-Chalabi A, Chió A, Savelieff MG, Kiernan MC, Feldman EL. Recent advances in the diagnosis and prognosis of amyotrophic lateral sclerosis. Lancet Neurol 2022; 21:480-493. [PMID: 35334233 PMCID: PMC9513753 DOI: 10.1016/s1474-4422(21)00465-8] [Citation(s) in RCA: 218] [Impact Index Per Article: 72.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 11/24/2021] [Accepted: 12/16/2021] [Indexed: 12/14/2022]
Abstract
The diagnosis of amyotrophic lateral sclerosis can be challenging due to its heterogeneity in clinical presentation and overlap with other neurological disorders. Diagnosis early in the disease course can improve outcomes as timely interventions can slow disease progression. An evolving awareness of disease genotypes and phenotypes and new diagnostic criteria, such as the recent Gold Coast criteria, could expedite diagnosis. Improved prognosis, such as that achieved with the survival model from the European Network for the Cure of ALS, could inform the patient and their family about disease course and improve end-of-life planning. Novel staging and scoring systems can help monitor disease progression and might potentially serve as clinical trial outcomes. Lastly, new tools, such as fluid biomarkers, imaging modalities, and neuromuscular electrophysiological measurements, might increase diagnostic and prognostic accuracy.
Collapse
Affiliation(s)
| | - Orla Hardiman
- Academic Unit of Neurology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Ammar Al-Chalabi
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, and Department of Neurology, King's College London, London, UK
| | - Adriano Chió
- Rita Levi Montalcini Department of Neurosciences, University of Turin, Turin, Italy
| | | | - Matthew C Kiernan
- Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia; Department of Neurology, Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Eva L Feldman
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA.
| |
Collapse
|
33
|
Plateaus and reversals evaluated by different methods in patients with limb-onset amyotrophic lateral sclerosis. J Clin Neurosci 2022; 97:93-98. [DOI: 10.1016/j.jocn.2022.01.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 01/13/2022] [Accepted: 01/17/2022] [Indexed: 11/19/2022]
|
34
|
Miller RG, Zhang R, Bracci PM, Azhir A, Barohn R, Bedlack R, Benatar M, Berry JD, Cudkowicz M, Kasarskis EJ, Mitsumoto H, Walk D, Shefner J, McGrath MS. Phase
2B
randomized controlled trial of
NP001
in amyotrophic lateral sclerosis: pre‐specified and post‐hoc analyses. Muscle Nerve 2022; 66:39-49. [PMID: 35098554 PMCID: PMC9327716 DOI: 10.1002/mus.27511] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 01/19/2022] [Accepted: 01/22/2022] [Indexed: 11/19/2022]
Abstract
Introduction/Aims ALS is a heterogeneous disease that may be complicated or in part driven by inflammation. NP001, a regulator of macrophage activation, was associated with slowing disease progression in those with higher levels of the plasma inflammatory marker C‐reactive protein (CRP) in phase 2A studies in ALS. Here, we evaluate the effects of NP001 in a phase 2B trial, and perform a post hoc analysis with combined data from the preceding phase 2A trial. Methods The phase 2B trial enrolled 138 participants within 3 y of symptom onset and with plasma hs‐CRP values >1.13 mg/L. They were randomized 1:1 to receive either placebo or NP001 for 6 mo. Change from baseline ALSFRS‐R scores was the primary efficacy endpoint. Secondary endpoints included vital capacity (VC) change from baseline and percentage of participants showing no decline of ALSFRS‐R score over 6 mo (non‐progressor). Results The phase 2B study did not show significant differences between placebo and active treatment with respect to change in ALSFRS‐R scores, or VC. The drug was safe and well tolerated. A post hoc analysis identified a 40‐ to 65‐y‐old subset in which NP001‐treated patients demonstrated slower declines in ALSFRS‐R score by 36% and VC loss by 51% compared with placebo. A greater number of non‐progressors were NP001‐treated compared with placebo (p = .004). Discussion Although the phase 2B trial failed to meet its primary endpoints, post hoc analyses identified a subgroup whose decline in ALSFRS‐R and VC scores were significantly slower than placebo. Further studies will be required to validate these findings.
Collapse
Affiliation(s)
| | - Rongzhen Zhang
- Department of Medicine University of California San Francisco San Francisco CA USA
| | - Paige M. Bracci
- Department of Epidemiology and Biostatistics University of California San Francisco San Francisco CA USA
| | | | | | | | | | | | | | | | | | - David Walk
- University of Minnesota Medical School Minneapolis MN USA
| | - Jeremy Shefner
- Barrow Neurological Institute, University of Arizona College of Medicine Phoenix Creighton University College of Medicine Phoenix Phoenix AZ USA
| | - Michael S. McGrath
- Department of Medicine University of California San Francisco San Francisco CA USA
- Neuvivo, Inc. Palo Alto CA USA
| |
Collapse
|
35
|
Hu N, Shen D, Yang X, Cui L, Liu M. The frequency of ALSFRS-R reversals and plateaus in patients with limb-onset amyotrophic lateral sclerosis: a cohort study. Acta Neurol Belg 2022; 122:1567-1573. [PMID: 35034333 DOI: 10.1007/s13760-021-01849-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 12/06/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND Although amyotrophic lateral sclerosis (ALS) is a relentlessly progressive neurodegenerative disorder, ALS patients might show reversals or plateaus of ALS Functional rating scale-revised (ALSFRS-R) scores during follow-up, which might cast the doubt on the diagnosis. The study aims to determine the frequency of reversals and plateaus of ALSFRS-R score in patients with limb-onset ALS. METHODS One hundred and fifty four patients with limb-onset ALS were prospectively recruited. ALSFRS-R scores were followed up every 3 months for at least 1 year. The changes between two follow-up points in ALSFRS-R score were compared. RESULTS Totally 95 (61.7%) participants showed 85 times plateau and 69 times reversal in ALSFRS score during the 12-month follow-up when compared the ALSFRS-R score between two adjacent follow-up points. Reversal and plateau in ALSFRS-R score were detected in 31.8% patients between initial and 3 months, 18.8% between 3 and 6 months, 22.7% between 6 and 9 months, 22.7% between 9 and 12 months, respectively. When comparing with the ALSFRS-R score in the baseline, reversal and plateau in ALSFRS-R score were detected in 31.8% patients at 3 months, 14.9% at 6 months, 6.5% at 9 months, 5.8% at 12 months, respectively. CONCLUSION Plateaus and reversals in ALSFRS-R score were common in limb-onset ALS patients during follow-up. A relatively stable or reversal in the ALS-FRS-R score does not exclude the diagnosis of ALS. Limitations of ALSFRS-R score as an outcome parameter in clinical trial should be further evaluated.
Collapse
Affiliation(s)
- Nan Hu
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Dongchao Shen
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Xunzhe Yang
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Liying Cui
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Mingsheng Liu
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, 100730, China.
| |
Collapse
|
36
|
Bakers JNE, de Jongh AD, Bunte TM, Kendall L, Han SS, Epstein N, Lavrov A, Beelen A, Visser-Meily JMA, van den Berg LH, van Eijk RPA. Using the ALSFRS-R in multicentre clinical trials for amyotrophic lateral sclerosis: potential limitations in current standard operating procedures. Amyotroph Lateral Scler Frontotemporal Degener 2021; 23:500-507. [PMID: 34949141 DOI: 10.1080/21678421.2021.2016838] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Objective: Uniform data collection is fundamental for multicentre clinical trials. We aim to determine the variability, between ALS trial centers, in the prevalence of unexpected or implausible improvements in the revised ALS functional rating scale (ALSFRS-R) score, and its associations with individual patient and item characteristics.Methods: We used data from two multicentre studies to estimate the prevalence of an unexpected increase or implausible improvement in the ALSFRS-R score, defined as an increase of 5 points or more between two consecutive, monthly visits. For each patient with a 5-point or more increase, we evaluated the individual contribution of each ALSFRS-R item.Results: Longitudinal ALSFRS-R scores, originating from 114 trial centers enrolling a total of 1,240 patients, were analyzed. A 5-point or more increase in ALSFRS-R total score was found in 151 (12.2%) patients, with prevalence per study center ranging from 0% to 83%. Bulbar onset, faster disease progression at enrollment, and a lower ALSFRS-R score at baseline were associated with a sudden 5-point or more increase in the ALSFRS-R total score. ALSFRS-R items 2 (saliva), 9 (stairs), 10 (dyspnea), and 11 (orthopnea) were the primary drivers when a 5-point or more increase occurred.Conclusions: Sudden 5-point or more increases in ALSFRS-R total scores between two consecutive visits are relatively common. These sudden increases were not found to occur with equal frequency in trial centers; which underscores the need for amending existing standard operating procedures toward a universal version and monitoring of data quality during the study, in multicentre research.
Collapse
Affiliation(s)
- Jaap N E Bakers
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands.,Centre of Excellence for Rehabilitation Medicine, UMC Utrecht Brain Centre, University Medical Centre Utrecht, and De Hoogstraat Rehabilitation, Utrecht, the Netherlands.,Department of Rehabilitation, Physical Therapy Science & Sports, UMC Utrecht Brain Centre, University Medical Centre Utrecht, the Netherlands
| | - Adriaan D de Jongh
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Tommy M Bunte
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands
| | | | - Steve S Han
- Neurosciences, Takeda Pharmaceuticals, Cambridge, USA
| | - Noam Epstein
- Discovery Medicine, GlaxoSmithKline R&D, Upper Providence, USA
| | - Arseniy Lavrov
- Clinical Development, Novartis Gene Therapies, Cambridge, UK, and
| | - Anita Beelen
- Centre of Excellence for Rehabilitation Medicine, UMC Utrecht Brain Centre, University Medical Centre Utrecht, and De Hoogstraat Rehabilitation, Utrecht, the Netherlands.,Department of Rehabilitation, Physical Therapy Science & Sports, UMC Utrecht Brain Centre, University Medical Centre Utrecht, the Netherlands
| | - Johanna M A Visser-Meily
- Centre of Excellence for Rehabilitation Medicine, UMC Utrecht Brain Centre, University Medical Centre Utrecht, and De Hoogstraat Rehabilitation, Utrecht, the Netherlands.,Department of Rehabilitation, Physical Therapy Science & Sports, UMC Utrecht Brain Centre, University Medical Centre Utrecht, the Netherlands
| | - Leonard H van den Berg
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Ruben P A van Eijk
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands.,Biostatistics & Research Support, Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, the Netherlands
| |
Collapse
|
37
|
Wong C, Stavrou M, Elliott E, Gregory JM, Leigh N, Pinto AA, Williams TL, Chataway J, Swingler R, Parmar MKB, Stallard N, Weir CJ, Parker RA, Chaouch A, Hamdalla H, Ealing J, Gorrie G, Morrison I, Duncan C, Connelly P, Carod-Artal FJ, Davenport R, Reitboeck PG, Radunovic A, Srinivasan V, Preston J, Mehta AR, Leighton D, Glasmacher S, Beswick E, Williamson J, Stenson A, Weaver C, Newton J, Lyle D, Dakin R, Macleod M, Pal S, Chandran S. Clinical trials in amyotrophic lateral sclerosis: a systematic review and perspective. Brain Commun 2021; 3:fcab242. [PMID: 34901853 PMCID: PMC8659356 DOI: 10.1093/braincomms/fcab242] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 09/07/2021] [Accepted: 09/13/2021] [Indexed: 12/15/2022] Open
Abstract
Amyotrophic lateral sclerosis is a progressive and devastating neurodegenerative disease. Despite decades of clinical trials, effective disease-modifying drugs remain scarce. To understand the challenges of trial design and delivery, we performed a systematic review of Phase II, Phase II/III and Phase III amyotrophic lateral sclerosis clinical drug trials on trial registries and PubMed between 2008 and 2019. We identified 125 trials, investigating 76 drugs and recruiting more than 15 000 people with amyotrophic lateral sclerosis. About 90% of trials used traditional fixed designs. The limitations in understanding of disease biology, outcome measures, resources and barriers to trial participation in a rapidly progressive, disabling and heterogenous disease hindered timely and definitive evaluation of drugs in two-arm trials. Innovative trial designs, especially adaptive platform trials may offer significant efficiency gains to this end. We propose a flexible and scalable multi-arm, multi-stage trial platform where opportunities to participate in a clinical trial can become the default for people with amyotrophic lateral sclerosis.
Collapse
Affiliation(s)
- Charis Wong
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Maria Stavrou
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
- UK Dementia Research Institute, Chancellor’s Building, The University of Edinburgh, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Elizabeth Elliott
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
- UK Dementia Research Institute, Chancellor’s Building, The University of Edinburgh, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Jenna M Gregory
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
- UK Dementia Research Institute, Chancellor’s Building, The University of Edinburgh, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Nigel Leigh
- Department of Neuroscience, Brighton and Sussex Medical School, University of Sussex, Brighton, BN1 9PX, UK
| | - Ashwin A Pinto
- Neurology Department, Wessex Neurosciences Centre, Southampton General Hospital, Southampton, SO16 6YD, UK
| | - Timothy L Williams
- Department of Neurology, Royal Victoria Infirmary, Newcastle upon Tyne NE1 4LP, UK
| | - Jeremy Chataway
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London WC1B 5EH, UK
- National Institute for Health Research, University College London Hospitals, Biomedical Research Centre, London, W1T 7DN, UK
- MRC CTU at UCL, Institute of Clinical Trials and Methodology, University College London, London, WC1V 6LJ, UK
| | - Robert Swingler
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Mahesh K B Parmar
- MRC CTU at UCL, Institute of Clinical Trials and Methodology, University College London, London, WC1V 6LJ, UK
| | - Nigel Stallard
- Statistics and Epidemiology, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, CV4 7AL, UK
| | - Christopher J Weir
- Edinburgh Clinical Trials Unit, Usher Institute, Level 2, NINE Edinburgh BioQuarter, 9 Little France Road, Edinburgh EH16 4UX, UK
| | - Richard A Parker
- Edinburgh Clinical Trials Unit, Usher Institute, Level 2, NINE Edinburgh BioQuarter, 9 Little France Road, Edinburgh EH16 4UX, UK
| | - Amina Chaouch
- Motor Neurone Disease Care Centre, Manchester Centre for Clinical Neurosciences, Salford, M6 8HD, UK
| | - Hisham Hamdalla
- Motor Neurone Disease Care Centre, Manchester Centre for Clinical Neurosciences, Salford, M6 8HD, UK
| | - John Ealing
- Motor Neurone Disease Care Centre, Manchester Centre for Clinical Neurosciences, Salford, M6 8HD, UK
| | - George Gorrie
- Department of Neurology, Institute of Neurological Sciences, Queen Elizabeth University Hospital, NHS Greater Glasgow and Clyde, Glasgow, G51 4TF, UK
| | - Ian Morrison
- Department of Neurology, NHS Tayside, Dundee, DD2 1UB, UK
| | - Callum Duncan
- Department of Neurology, Aberdeen Royal Infirmary, Aberdeen, AB25 2ZN, UK
| | - Peter Connelly
- NHS Research Scotland Neuroprogressive Disorders and Dementia Network, Ninewells Hospital, Dundee, DD1 9SY, UK
| | | | - Richard Davenport
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Department of Clinical Neurosciences, NHS Lothian, Edinburgh, EH16 4SA, UK
| | - Pablo Garcia Reitboeck
- Atkinson Morley Regional Neurosciences Centre, St. George's University Hospitals NHS Foundation Trust, London SW17 0QT, UK
| | | | | | - Jenny Preston
- Department of Neurology, NHS Ayrshire & Arran, KA12 8SS, UK
| | - Arpan R Mehta
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
- UK Dementia Research Institute, Chancellor’s Building, The University of Edinburgh, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Danielle Leighton
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Stella Glasmacher
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Emily Beswick
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Jill Williamson
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Amy Stenson
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Christine Weaver
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Judith Newton
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Dawn Lyle
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Rachel Dakin
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Malcolm Macleod
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
| | - Suvankar Pal
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Siddharthan Chandran
- Centre for Clinical Brain Sciences, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Anne Rowling Regenerative Neurology Clinic, Chancellor's Building, 49 Little France Crescent, The University of Edinburgh, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, FU303F, Chancellor’s Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
- UK Dementia Research Institute, Chancellor’s Building, The University of Edinburgh, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| |
Collapse
|
38
|
Vasta R, Solero L, Palumbo F, Manera U, Torrieri MC, Grassano M, Canosa A, Moglia C, Calvo A, Chiò A. Can amyotrophic lateral sclerosis progression really pause? A cohort study using the medical research council scale. Amyotroph Lateral Scler Frontotemporal Degener 2021; 23:383-389. [PMID: 34365891 DOI: 10.1080/21678421.2021.1961807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Objective: To assess the frequency and predictors of plateaus in ALS progression as assessed by the Medical Research Council (MRC) Scale. Methods: All patients attending the ALS Center of Turin, with a diagnosis between 2007 and 2014 were considered. At each visit, muscle strength was evaluated in several muscles and assessed using the MRC scale. Concomitant ALSFRSr scores were retrieved. Plateaus were calculated as a stable overall MRC or ALSFRSr score lasting at least 6, 12 or 18 months. Results: According to MRC scale scores, 122 (22.8%), 71 (13.2%) and 59 (11.0%) patients experienced a plateau lasting at least 6, 12 and 18 months. ALSFRSr scores revealed similar estimates [134, (25.0%), 89 (16.6%) and 67 (12.5%), respectively]. Plateaus were more frequent at high scores and appeared a median of 24.6 months (IQR 6.7-47.7) after the diagnosis. Only the predominant upper motor neuron phenotype (OR 4.06, 95% CI 2-06-8.10, p-value <0.001) and diagnostic delay OR 1.03, 95% CI 1.01-10.5, p-value = 0.005) were significantly correlated with their appearance. Discussion: Plateaus in ALS progression as assessed using either ALSFRSr or MRC scale are not infrequent and should be expected especially in less aggressive phenotypes. Similar results were found both using the MRC scale and the ALSFRSr scores, suggesting a comparable reliability of these scales in grasping the disease progression.
Collapse
Affiliation(s)
- Rosario Vasta
- "Rita Levi Montalcini" Department of Neuroscience, ALS Center, University of Turin, Turin, Italy and
| | - Luca Solero
- "Rita Levi Montalcini" Department of Neuroscience, ALS Center, University of Turin, Turin, Italy and
| | - Francesca Palumbo
- "Rita Levi Montalcini" Department of Neuroscience, ALS Center, University of Turin, Turin, Italy and
| | - Umberto Manera
- "Rita Levi Montalcini" Department of Neuroscience, ALS Center, University of Turin, Turin, Italy and
| | - Maria Claudia Torrieri
- "Rita Levi Montalcini" Department of Neuroscience, ALS Center, University of Turin, Turin, Italy and
| | - Maurizio Grassano
- "Rita Levi Montalcini" Department of Neuroscience, ALS Center, University of Turin, Turin, Italy and
| | - Antonio Canosa
- "Rita Levi Montalcini" Department of Neuroscience, ALS Center, University of Turin, Turin, Italy and.,Neurology 1, AOU Città della Salute e della Scienza di Torino, Turin, Italy
| | - Cristina Moglia
- "Rita Levi Montalcini" Department of Neuroscience, ALS Center, University of Turin, Turin, Italy and.,Neurology 1, AOU Città della Salute e della Scienza di Torino, Turin, Italy
| | - Andrea Calvo
- "Rita Levi Montalcini" Department of Neuroscience, ALS Center, University of Turin, Turin, Italy and.,Neurology 1, AOU Città della Salute e della Scienza di Torino, Turin, Italy
| | - Adriano Chiò
- "Rita Levi Montalcini" Department of Neuroscience, ALS Center, University of Turin, Turin, Italy and.,Neurology 1, AOU Città della Salute e della Scienza di Torino, Turin, Italy
| |
Collapse
|
39
|
Lund EM, Hostetter TA, Forster JE, Hoffmire CA, Stearns-Yoder KA, Brenner LA, Tahmasbi Sohi M. Suicide among veterans with amyotrophic lateral sclerosis. Muscle Nerve 2021; 63:807-811. [PMID: 33470429 DOI: 10.1002/mus.27181] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 01/12/2021] [Accepted: 01/16/2021] [Indexed: 11/11/2022]
Abstract
BACKGROUND The purpose of this study was to estimate the risk of death by suicide for those with amyotrophic lateral sclerosis (ALS) seeking care within the Veterans Health Administration (VHA). METHODS This was a retrospective, cohort study. Extended Cox regression models were used to compare the hazard of suicide between the ALS and the unexposed groups. RESULTS The hazard of suicide was 3.98 times higher for those with ALS than for those without (95% confidence interval [CI] , 2.64-6.00; P < .0001). After adjusting for covariates, those with ALS remained at increased risk (hazard ratio, 3.48; 95% CI, 2.31-5.24; P < .001). CONCLUSIONS Among those seeking care in the VHA, individuals with ALS are at increased risk for dying by suicide. Additional suicide prevention efforts, including strategies for reducing access to lethal means, are warranted.
Collapse
Affiliation(s)
- Emily M Lund
- Department of Educational Studies in Psychology, Research Methodology, and Counseling, University of Alabama, Tuscaloosa, Alabama, USA
| | - Trisha A Hostetter
- VHA Rocky Mountain Mental Illness Research Education and Clinical Center, Aurora, Colorado, USA
| | - Jeri E Forster
- VHA Rocky Mountain Mental Illness Research Education and Clinical Center, Aurora, Colorado, USA
- Department of Physical Medicine and Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Claire A Hoffmire
- VHA Rocky Mountain Mental Illness Research Education and Clinical Center, Aurora, Colorado, USA
- Department of Physical Medicine and Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Kelly A Stearns-Yoder
- VHA Rocky Mountain Mental Illness Research Education and Clinical Center, Aurora, Colorado, USA
- Department of Physical Medicine and Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Lisa A Brenner
- VHA Rocky Mountain Mental Illness Research Education and Clinical Center, Aurora, Colorado, USA
- Department of Physical Medicine and Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
- Department of Neurology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Maryam Tahmasbi Sohi
- VHA Rocky Mountain Mental Illness Research Education and Clinical Center, Aurora, Colorado, USA
- Department of Physical Medicine and Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| |
Collapse
|
40
|
van Eijk RPA, de Jongh AD, Nikolakopoulos S, McDermott CJ, Eijkemans MJC, Roes KCB, van den Berg LH. An old friend who has overstayed their welcome: the ALSFRS-R total score as primary endpoint for ALS clinical trials. Amyotroph Lateral Scler Frontotemporal Degener 2021; 22:300-307. [PMID: 33527843 DOI: 10.1080/21678421.2021.1879865] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 01/12/2021] [Accepted: 01/17/2021] [Indexed: 12/13/2022]
Abstract
Objective: The ALSFRS-R is limited by multidimensionality, which originates from the summation of various subscales. This prevents a direct comparison between patients with identical total scores. We aim to evaluate how multidimensionality affects the performance of the ALSFRS-R in clinical trials. Methods: We simulated clinical trial data with different treatment effects for the ALSFRS-R total score and its subscales (i.e. bulbar, fine motor, gross motor and respiratory). We considered scenarios where treatment reduced the rate of ALSFRS-R subscale decline either uniformly (i.e. all subscales respond identically to treatment) or non-uniformly (i.e. subscales respond differently to treatment). Two main analytical strategies were compared: (1) analyzing only the total score or (2) utilizing a subscale-based test (i.e. alternative strategy). For each analytical strategy, we calculated the empirical power and required sample size. Results: Both strategies are valid when there is no treatment benefit and provide adequate control of type 1 error. If all subscales respond identically to treatment, using the total score is the most powerful approach. As the differences in treatment responses between subscales increase, the more the total score becomes affected. For example, to detect a 40% reduction in the bulbar rate of decline with 80% power, the total score requires 1380 patients, whereas this is 336 when using the alternative strategy. Conclusions: Ignoring the multidimensional structure of the ALSFRS-R total score could have negative consequences for ALS clinical trials. We propose determining treatment benefit on a subscale level, prior to stating whether a treatment is generally effective.
Collapse
Affiliation(s)
- Ruben P A van Eijk
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, The Netherlands
- Biostatistics & Research Support, Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Adriaan D de Jongh
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Stavros Nikolakopoulos
- Biostatistics & Research Support, Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Christopher J McDermott
- Department of Neuroscience, University of Sheffield, Sheffield Institute for Translational Neuroscience, Sheffield, UK, and
| | - Marinus J C Eijkemans
- Biostatistics & Research Support, Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Kit C B Roes
- Biostatistics & Research Support, Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, The Netherlands
- Department of Health Evidence, Radboud Medical Centre Utrecht, Nijmegen, The Netherlands
| | - Leonard H van den Berg
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, The Netherlands
| |
Collapse
|
41
|
Ranieri F, Mariotto S, Dubbioso R, Di Lazzaro V. Brain Stimulation as a Therapeutic Tool in Amyotrophic Lateral Sclerosis: Current Status and Interaction With Mechanisms of Altered Cortical Excitability. Front Neurol 2021; 11:605335. [PMID: 33613416 PMCID: PMC7892772 DOI: 10.3389/fneur.2020.605335] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 12/22/2020] [Indexed: 12/14/2022] Open
Abstract
In the last 20 years, several modalities of neuromodulation, mainly based on non-invasive brain stimulation (NIBS) techniques, have been tested as a non-pharmacological therapeutic approach to slow disease progression in amyotrophic lateral sclerosis (ALS). In both sporadic and familial ALS cases, neurophysiological studies point to motor cortical hyperexcitability as a possible priming factor in neurodegeneration, likely related to dysfunction of both excitatory and inhibitory mechanisms. A trans-synaptic anterograde mechanism of excitotoxicity is thus postulated, causing upper and lower motor neuron degeneration. Specifically, motor neuron hyperexcitability and hyperactivity are attributed to intrinsic cell abnormalities related to altered ion homeostasis and to impaired glutamate and gamma aminobutyric acid gamma-aminobutyric acid (GABA) signaling. Several neuropathological mechanisms support excitatory and synaptic dysfunction in ALS; additionally, hyperexcitability seems to drive DNA-binding protein 43-kDA (TDP-43) pathology, through the upregulation of unusual isoforms directly contributing to ASL pathophysiology. Corticospinal excitability can be suppressed or enhanced using NIBS techniques, namely, repetitive transcranial magnetic stimulation (rTMS) and transcranial direct current stimulation (tDCS), as well as invasive brain and spinal stimulation. Experimental evidence supports the hypothesis that the after-effects of NIBS are mediated by long-term potentiation (LTP)-/long-term depression (LTD)-like mechanisms of modulation of synaptic activity, with different biological and physiological mechanisms underlying the effects of tDCS and rTMS and, possibly, of different rTMS protocols. This potential has led to several small trials testing different stimulation interventions to antagonize excitotoxicity in ALS. Overall, these studies suggest a possible efficacy of neuromodulation in determining a slight reduction of disease progression, related to the type, duration, and frequency of treatment, but current evidence remains preliminary. Main limitations are the small number and heterogeneity of recruited patients, the limited "dosage" of brain stimulation that can be delivered in the hospital setting, the lack of a sufficient knowledge on the excitatory and inhibitory mechanisms targeted by specific stimulation interventions, and the persistent uncertainty on the key pathophysiological processes leading to motor neuron loss. The present review article provides an update on the state of the art of neuromodulation in ALS and a critical appraisal of the rationale for the application/optimization of brain stimulation interventions, in the light of their interaction with ALS pathophysiological mechanisms.
Collapse
Affiliation(s)
- Federico Ranieri
- Neurology Unit, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Sara Mariotto
- Neurology Unit, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Raffaele Dubbioso
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples “Federico II”, Naples, Italy
| | - Vincenzo Di Lazzaro
- Unit of Neurology, Neurophysiology, Neurobiology, Department of Medicine, Campus Bio-Medico University, Rome, Italy
| |
Collapse
|
42
|
Kiernan MC, Vucic S, Talbot K, McDermott CJ, Hardiman O, Shefner JM, Al-Chalabi A, Huynh W, Cudkowicz M, Talman P, Van den Berg LH, Dharmadasa T, Wicks P, Reilly C, Turner MR. Improving clinical trial outcomes in amyotrophic lateral sclerosis. Nat Rev Neurol 2021; 17:104-118. [PMID: 33340024 PMCID: PMC7747476 DOI: 10.1038/s41582-020-00434-z] [Citation(s) in RCA: 174] [Impact Index Per Article: 43.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/05/2020] [Indexed: 12/11/2022]
Abstract
Individuals who are diagnosed with amyotrophic lateral sclerosis (ALS) today face the same historically intransigent problem that has existed since the initial description of the disease in the 1860s - a lack of effective therapies. In part, the development of new treatments has been hampered by an imperfect understanding of the biological processes that trigger ALS and promote disease progression. Advances in our understanding of these biological processes, including the causative genetic mutations, and of the influence of environmental factors have deepened our appreciation of disease pathophysiology. The consequent identification of pathogenic targets means that the introduction of effective therapies is becoming a realistic prospect. Progress in precision medicine, including genetically targeted therapies, will undoubtedly change the natural history of ALS. The evolution of clinical trial designs combined with improved methods for patient stratification will facilitate the translation of novel therapies into the clinic. In addition, the refinement of emerging biomarkers of therapeutic benefits is critical to the streamlining of care for individuals. In this Review, we synthesize these developments in ALS and discuss the further developments and refinements needed to accelerate the introduction of effective therapeutic approaches.
Collapse
Affiliation(s)
- Matthew C Kiernan
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia.
- Institute of Clinical Neurosciences, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia.
| | - Steve Vucic
- Sydney Medical School Westmead, University of Sydney, Sydney, New South Wales, Australia
| | - Kevin Talbot
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Christopher J McDermott
- Sheffield Institute for Translational Neuroscience, University of Sheffield, Sheffield, UK
- NIHR Sheffield Biomedical Research Centre, Sheffield, UK
| | - Orla Hardiman
- Academic Neurology Unit, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
- National Neuroscience Centre, Beaumont Hospital, Dublin, Ireland
| | - Jeremy M Shefner
- Department of Neurology, Barrow Neurological Institute, University of Arizona College of Medicine Phoenix, Creighton University, Phoenix, AZ, USA
| | - Ammar Al-Chalabi
- King's College London, Maurice Wohl Clinical Neuroscience Institute, Department of Basic and Clinical Neuroscience, London, UK
| | - William Huynh
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
- Institute of Clinical Neurosciences, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
| | - Merit Cudkowicz
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Paul Talman
- Neurosciences Department, Barwon Health District, Melbourne, Victoria, Australia
| | - Leonard H Van den Berg
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, Netherlands
| | - Thanuja Dharmadasa
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Paul Wicks
- Wicks Digital Health, Lichfield, United Kingdom
| | - Claire Reilly
- The Motor Neurone Disease Association of New Zealand, Auckland, New Zealand
| | - Martin R Turner
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| |
Collapse
|
43
|
ALSUntangled 56: “ten red flags”-things to be wary of in alternative or off-label products. Amyotroph Lateral Scler Frontotemporal Degener 2020; 21:642-647. [DOI: 10.1080/21678421.2020.1765518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
|
44
|
The 6-min walk test as a new outcome measure in Amyotrophic lateral sclerosis. Sci Rep 2020; 10:15580. [PMID: 32968168 PMCID: PMC7511965 DOI: 10.1038/s41598-020-72578-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Accepted: 08/24/2020] [Indexed: 12/02/2022] Open
Abstract
One of the issues highlighted in amyotrophic lateral sclerosis (ALS) clinical trials is the lack of appropriate outcome measures. The aim of this multicentric study was to evaluate the 6-min walk test (6MWT) as tool to monitor the natural history of a cohort of ALS patients followed up over a 6-month interval. Forty-four ambulant patients were assessed at baseline and after 1, 3 and 6 months. Eight out of forty-four lost the ability to walk before the end of the study. The 6MWT and the objective measures linked to motor function, such as 10 m walking test (10MWT) and Time-up and go (TUG), the ALSFRS-R and the ALSFRS-R items 7–9 showed a good responsiveness to change over the 6-month interval. There was a strong correlation between 6 and 10MWT, TUG, ALSFRS-R, ALSFRS-R items 7–9 and FVC% at baseline. There was no correlation with Edinburgh Cognitive and Behavioural ALS Screen (ECAS) and Modified Borg Scale (MBS). The Δ of 6MWT from T0 to T6 significantly correlated with the Δs of 10MWT and TUG. There was no correlation with the Δs of ALSFRS-R, ALSFRS-R items 7 9, ECAS, MBS and FVC%. The discordance between changes of the 6MWT and ALSFRS-R at 6 month highlights the different content validity among these instruments. The concordance among 6MWT, 10MWT and TUG indicates that the 6MWT is an objective, sensitive and robust tool to measure motor performances in a longitudinal setting. The main limitations of our study were the small sample size and the high percentage of patients (18%) lost at follow-up. Therefore, further studies on larger cohorts, and exploring the relation between 6MWT and need of ventilator support or survival could strengthen our results.
Collapse
|
45
|
Goyal NA, Berry JD, Windebank A, Staff NP, Maragakis NJ, van den Berg LH, Genge A, Miller R, Baloh RH, Kern R, Gothelf Y, Lebovits C, Cudkowicz M. Addressing heterogeneity in amyotrophic lateral sclerosis CLINICAL TRIALS. Muscle Nerve 2020; 62:156-166. [PMID: 31899540 PMCID: PMC7496557 DOI: 10.1002/mus.26801] [Citation(s) in RCA: 64] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 12/30/2019] [Accepted: 12/31/2019] [Indexed: 12/12/2022]
Abstract
Amyotrophic lateral sclerosis (ALS) is a debilitating neurodegenerative disorder with complex biology and significant clinical heterogeneity. Many preclinical and early phase ALS clinical trials have yielded promising results that could not be replicated in larger phase 3 confirmatory trials. One reason for the lack of reproducibility may be ALS biological and clinical heterogeneity. Therefore, in this review, we explore sources of ALS heterogeneity that may reduce statistical power to evaluate efficacy in ALS trials. We also review efforts to manage clinical heterogeneity, including use of validated disease outcome measures, predictive biomarkers of disease progression, and individual clinical risk stratification. We propose that personalized prognostic models with use of predictive biomarkers may identify patients with ALS for whom a specific therapeutic strategy may be expected to be more successful. Finally, the rapid application of emerging clinical and biomarker strategies may reduce heterogeneity, increase trial efficiency, and, in turn, accelerate ALS drug development.
Collapse
Affiliation(s)
| | - James D. Berry
- Healey Center at Massachusetts General HospitalBostonMassachusetts
| | | | | | | | | | - Angela Genge
- Montreal Neurological Institute and HospitalMontreal, QuebecCanada
| | - Robert Miller
- California Pacific Medical CenterSan FranciscoCalifornia
| | - Robert H. Baloh
- Robert H. Baloh, Cedars‐Sinai Medical CenterCaliforniaLos Angeles
| | - Ralph Kern
- Brainstorm Cell TherapeuticsNew YorkNew York
| | | | | | - Merit Cudkowicz
- Healey Center at Massachusetts General HospitalBostonMassachusetts
| |
Collapse
|
46
|
Fournier CN, Bedlack R, Quinn C, Russell J, Beckwith D, Kaminski KH, Tyor W, Hertzberg V, James V, Polak M, Glass JD. Development and Validation of the Rasch-Built Overall Amyotrophic Lateral Sclerosis Disability Scale (ROADS). JAMA Neurol 2020; 77:480-488. [PMID: 31886839 DOI: 10.1001/jamaneurol.2019.4490] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Importance A new outcome measure for overall disability level with improved responsiveness is needed for amyotrophic lateral sclerosis (ALS) clinical trials. Objective To describe the creation and development of a new self-reported ALS disability scale with improved item targeting and psychometric properties that used a mathematically rigorous Rasch methodology. Design, Setting, and Participants A preliminary ALS disability questionnaire with 119 questions was created based on literature review, clinical judgement of an expert panel, and patient input. Patients with ALS were recruited from January 2017 to June 2019 from the Emory University and Atlanta VA Medical Center ALS clinics, both in Atlanta, Georgia, during regularly scheduled clinic appointments to complete the draft questionnaire and standard ALS outcome measures. All consecutive patients seen at the Emory University and Atlanta VA Medical Center ALS clinics during the recruitment period with a diagnosis of ALS who were able to provide informed consent were invited to participate in the study. Rasch analyses were performed, and items were systematically removed based on missing data, model fit, disordered thresholds, item bias, and clinical judgment. A total of 509 patients with ALS were seen at the 2 sites during the recruitment period, and 264 patients provided informed consent. Interventions Participants completed the draft Rasch questionnaire and the revised Amyotrophic Lateral Sclerosis Functional Rating Scale (ALSFRS-R). Main Outcomes and Measures Rasch analyses and standard scale metrics were performed to create the new scale, and Rasch analyses were performed on the ALSFRS-R for comparison. Results Overall, 243 participants with ALS completed the draft questionnaire, and 230 participants were included for Rasch analyses. The mean (SD) age for study participants was 61.9 (11.1) years, 146 (60.1%) were men, and site of onset was 23.0% bulbar (n = 56), 36.2% upper extremity (n = 88), and 39.5% lower extremity (n = 96). A 28-question Rasch-Built Overall ALS Disability Scale (ROADS) was constructed with each item scored 0, 1, or 2. The ROADS fulfilled Rasch model requirements, demonstrated improved item targeting compared with the ALSFRS-R, and had test-retest reliability of 0.97. Individual question fit statistics demonstrated infit values from 0.68 to 1.37 and outfit values from 0.66 to 1.43. The difference between the empirical variance explained by the measures and the modeled variance was 0.1%. The ALSFRS-R violated Rasch model expectations and demonstrated disordered thresholds for 9 of 12 questions; 13 of 48 answer choices on the ALSFRS-R were never the most probable answer choice for any overall disability level. Conclusions and Relevance In this study, the 28-question, self-reported ROADS, which is linearly weighted, had improved item targeting compared with the ALSFRS-R, had high test-retest reliability, and was validated. ROADS may serve as a valuable and easily accessible outcome measure for use in ALS trials and in the clinic with improved responsiveness compared with the ALSFRS-R.
Collapse
Affiliation(s)
| | | | | | | | | | | | - William Tyor
- Atlanta VA Medical Center, Atlanta, Georgia.,Emory University, Atlanta, Georgia
| | | | | | | | | |
Collapse
|
47
|
McCombe PA, Garton FC, Katz M, Wray NR, Henderson RD. What do we know about the variability in survival of patients with amyotrophic lateral sclerosis? Expert Rev Neurother 2020; 20:921-941. [PMID: 32569484 DOI: 10.1080/14737175.2020.1785873] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
INTRODUCTION ALS is a fatal neurodegenerative disease. However, patients show variability in the length of survival after symptom onset. Understanding the mechanisms of long survival could lead to possible avenues for therapy. AREAS COVERED This review surveys the reported length of survival in ALS, the clinical features that predict survival in individual patients, and possible factors, particularly genetic factors, that could cause short or long survival. The authors also speculate on possible mechanisms. EXPERT OPINION a small number of known factors can explain some variability in ALS survival. However, other disease-modifying factors likely exist. Factors that alter motor neurone vulnerability and immune, metabolic, and muscle function could affect survival by modulating the disease process. Knowing these factors could lead to interventions to change the course of the disease. The authors suggest a broad approach is needed to quantify the proportion of variation survival attributable to genetic and non-genetic factors and to identify and estimate the effect size of specific factors. Studies of this nature could not only identify novel avenues for therapeutic research but also play an important role in clinical trial design and personalized medicine.
Collapse
Affiliation(s)
- Pamela A McCombe
- Centre for Clinical Research, The University of Queensland , Brisbane, Australia.,Department of Neurology, Royal Brisbane and Women's Hospital , Brisbane, Australia
| | - Fleur C Garton
- Institute for Molecular Biosciences, The University of Queensland , Brisbane, Australia
| | - Matthew Katz
- Department of Neurology, Royal Brisbane and Women's Hospital , Brisbane, Australia
| | - Naomi R Wray
- Institute for Molecular Biosciences, The University of Queensland , Brisbane, Australia.,Queensland Brain Institute, The University of Queensland , Brisbane, Australia
| | - Robert D Henderson
- Centre for Clinical Research, The University of Queensland , Brisbane, Australia
| |
Collapse
|
48
|
Vasta R, D'Ovidio F, Canosa A, Manera U, Torrieri MC, Grassano M, De Marchi F, Mazzini L, Moglia C, Calvo A, Chiò A. Plateaus in amyotrophic lateral sclerosis progression: results from a population‐based cohort. Eur J Neurol 2020; 27:1397-1404. [DOI: 10.1111/ene.14287] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Revised: 04/20/2020] [Accepted: 04/21/2020] [Indexed: 11/26/2022]
Affiliation(s)
- R. Vasta
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
| | - F. D'Ovidio
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
| | - A. Canosa
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
| | - U. Manera
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
| | - M. C. Torrieri
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
| | - M. Grassano
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
| | - F. De Marchi
- Department of Neurology ALS Center Azienda Ospedaliero Universitaria Maggiore della Carità NovaraItaly
| | - L. Mazzini
- Department of Neurology ALS Center Azienda Ospedaliero Universitaria Maggiore della Carità NovaraItaly
| | - C. Moglia
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
- Neurology 1 Azienda Ospedaliero Universitaria Città della Salute e della Scienza Turin Italy
| | - A. Calvo
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
- Neurology 1 Azienda Ospedaliero Universitaria Città della Salute e della Scienza Turin Italy
| | - A. Chiò
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
- Neurology 1 Azienda Ospedaliero Universitaria Città della Salute e della Scienza Turin Italy
| |
Collapse
|
49
|
What Is in the Literature. J Clin Neuromuscul Dis 2020; 21:84-89. [PMID: 31743251 DOI: 10.1097/cnd.0000000000000249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
This installment of what is in the literature is on amyotrophic lateral sclerosis (ALS). The pathophysiology of ALS remains open and the role of genes, a foothold into pathophysiology, but there are >22 genes identified, and the mechanisms are not known for any. Despite the lack of a firm understanding of pathophysiology, drug trials continue based on possible mechanisms, but no new drugs beyond riluzole and edaravone have been positive in phase 3 trials. There are a number of formal stem cell trials underway, and the results of a phase 2 trial are described. Major efforts to make trials more sensitive are being considered. There are a number of articles with helpful and practical findings for the diagnosis and management of ALS.
Collapse
|
50
|
Bakker LA, Schröder CD, Tan HHG, Vugts SMAG, van Eijk RPA, van Es MA, Visser-Meily JMA, van den Berg LH. Development and assessment of the inter-rater and intra-rater reproducibility of a self-administration version of the ALSFRS-R. J Neurol Neurosurg Psychiatry 2020; 91:75-81. [PMID: 31558653 DOI: 10.1136/jnnp-2019-321138] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 07/09/2019] [Accepted: 07/31/2019] [Indexed: 12/13/2022]
Abstract
OBJECTIVE The Amyotrophic Lateral Sclerosis Functional Rating Scale-Revised (ALSFRS-R) is widely applied to assess disease severity and progression in patients with motor neuron disease (MND). The objective of the study is to assess the inter-rater and intra-rater reproducibility, i.e., the inter-rater and intra-rater reliability and agreement, of a self-administration version of the ALSFRS-R for use in apps, online platforms, clinical care and trials. METHODS The self-administration version of the ALSFRS-R was developed based on both patient and expert feedback. To assess the inter-rater reproducibility, 59 patients with MND filled out the ALSFRS-R online and were subsequently assessed on the ALSFRS-R by three raters. To assess the intra-rater reproducibility, patients were invited on two occasions to complete the ALSFRS-R online. Reliability was assessed with intraclass correlation coefficients, agreement was assessed with Bland-Altman plots and paired samples t-tests, and internal consistency was examined with Cronbach's coefficient alpha. RESULTS The self-administration version of the ALSFRS-R demonstrated excellent inter-rater and intra-rater reliability. The assessment of inter-rater agreement demonstrated small systematic differences between patients and raters and acceptable limits of agreement. The assessment of intra-rater agreement demonstrated no systematic changes between time points; limits of agreement were 4.3 points for the total score and ranged from 1.6 to 2.4 points for the domain scores. Coefficient alpha values were acceptable. DISCUSSION The self-administration version of the ALSFRS-R demonstrates high reproducibility and can be used in apps and online portals for both individual comparisons, facilitating the management of clinical care and group comparisons in clinical trials.
Collapse
Affiliation(s)
- Leonhard A Bakker
- Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.,Center of Excellence for Rehabilitation Medicine, Brain Center Rudolf Magnus, Utrecht University, University Medical Center Utrecht, and De Hoogstraat Rehabilitation, Utrecht, The Netherlands
| | - Carin D Schröder
- Center of Excellence for Rehabilitation Medicine, Brain Center Rudolf Magnus, Utrecht University, University Medical Center Utrecht, and De Hoogstraat Rehabilitation, Utrecht, The Netherlands.,Department of Rehabilitation, Physical Therapy Science, and Sports Medicine, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Harold H G Tan
- Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Simone M A G Vugts
- Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Ruben P A van Eijk
- Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.,Biostatistics & Research Support, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Michael A van Es
- Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Johanna M A Visser-Meily
- Center of Excellence for Rehabilitation Medicine, Brain Center Rudolf Magnus, Utrecht University, University Medical Center Utrecht, and De Hoogstraat Rehabilitation, Utrecht, The Netherlands.,Department of Rehabilitation, Physical Therapy Science, and Sports Medicine, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Leonard H van den Berg
- Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| |
Collapse
|