Literature DB >> 31322417

Classifying Patients with Amyotrophic Lateral Sclerosis by Changes in FVC. A Group-based Trajectory Analysis.

Jason Ackrivo1, John Hansen-Flaschen1, Bobby L Jones2, E Paul Wileyto3, Richard J Schwab1, Lauren Elman4, Steven M Kawut1,3.   

Abstract

Rationale: A model for stratifying progression of respiratory muscle weakness in amyotrophic lateral sclerosis (ALS) would identify disease mechanisms and phenotypes suitable for future investigations. This study sought to categorize progression of FVC after presentation to an outpatient ALS clinic.
Objectives: To identify clinical phenotypes of ALS respiratory progression based on FVC trajectories over time.
Methods: We derived a group-based trajectory model from a single-center cohort of 837 patients with ALS who presented between 2006 and 2015. We applied our model to the Pooled Resource Open-Access ALS Clinical Trials (PRO-ACT) database with 7,461 patients with ALS. Baseline characteristics at first visit were used as predictors of trajectory group membership. The primary outcome was trajectory of FVC over time in months.Measurements and Main
Results: We found three trajectories of FVC over time, termed "stable low," "rapid progressor," and "slow progressor." Compared with the slow progressors, the rapid progressors had shorter diagnosis delay, more bulbar-onset disease, and a lower ALS Functional Rating Scale-Revised (ALSFRS-R) total score at baseline. The stable low group had a shorter diagnosis delay, lower body mass index, more bulbar-onset disease, lower ALSFRS-R total score, and were more likely to have an ALSFRS-R orthopnea score lower than 4 compared with the slow progressors. We found that projected group membership predicted respiratory insufficiency in the PRO-ACT cohort (concordance statistic = 0.78, 95% CI, 0.76-0.79).Conclusions: We derived a group-based trajectory model for FVC progression in ALS, which validated against the outcome of respiratory insufficiency in an external cohort. Future studies may focus on patients predicted to be rapid progressors.

Entities:  

Keywords:  amyotrophic lateral sclerosis; group-based trajectory modeling; prediction modeling; respiratory failure

Mesh:

Year:  2019        PMID: 31322417      PMCID: PMC6909832          DOI: 10.1164/rccm.201902-0344OC

Source DB:  PubMed          Journal:  Am J Respir Crit Care Med        ISSN: 1073-449X            Impact factor:   21.405


  21 in total

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3.  Respiratory Muscle Strength as a Predictive Biomarker for Survival in Amyotrophic Lateral Sclerosis.

Authors:  Michael I Polkey; Rebecca A Lyall; Ke Yang; Erin Johnson; P Nigel Leigh; John Moxham
Journal:  Am J Respir Crit Care Med       Date:  2017-01-01       Impact factor: 21.405

Review 4.  Amyotrophic Lateral Sclerosis.

Authors:  Robert H Brown; Ammar Al-Chalabi
Journal:  N Engl J Med       Date:  2017-07-13       Impact factor: 91.245

5.  Amyotrophic lateral sclerosis: early predictors of prolonged survival.

Authors:  Adam Czaplinski; Albert A Yen; Stanley H Appel
Journal:  J Neurol       Date:  2006-06-13       Impact factor: 4.849

6.  Spirometry in the supine position improves the detection of diaphragmatic weakness in patients with amyotrophic lateral sclerosis.

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7.  Development of a prognostic model of respiratory insufficiency or death in amyotrophic lateral sclerosis.

Authors:  Jason Ackrivo; John Hansen-Flaschen; E Paul Wileyto; Richard J Schwab; Lauren Elman; Steven M Kawut
Journal:  Eur Respir J       Date:  2019-04-18       Impact factor: 16.671

8.  Pulmonary function at diagnosis of amyotrophic lateral sclerosis. Rate of deterioration.

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9.  A Longitudinal Support Vector Regression for Prediction of ALS Score.

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Journal:  IEEE Int Conf Bioinform Biomed Workshops       Date:  2015-11

10.  Predicting prognosis in amyotrophic lateral sclerosis: a simple algorithm.

Authors:  Marwa Elamin; Peter Bede; Anna Montuschi; Niall Pender; Adriano Chio; Orla Hardiman
Journal:  J Neurol       Date:  2015-04-11       Impact factor: 4.849

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2.  Shifting Tides Toward a Proactive Patient-Centered Approach in Dysphagia Management of Neurodegenerative Disease.

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3.  Noninvasive Ventilation Use Is Associated with Better Survival in Amyotrophic Lateral Sclerosis.

Authors:  Jason Ackrivo; Jesse Y Hsu; John Hansen-Flaschen; Lauren Elman; Steven M Kawut
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4.  Cost-Utility Analysis of Home Mechanical Ventilation in Patients with Amyotrophic Lateral Sclerosis.

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6.  The Safety and Efficacy of Stem Cell Therapy as an Emerging Therapy for ALS: A Systematic Review of Controlled Clinical Trials.

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Review 7.  Sleep and Sleep Disruption in Amyotrophic Lateral Sclerosis.

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Journal:  Curr Neurol Neurosci Rep       Date:  2020-05-27       Impact factor: 5.081

8.  Patterns of VC Decline in Amyotrophic Lateral Sclerosis. A More Robust Prognostication?

Authors:  Ahmet Baydur
Journal:  Am J Respir Crit Care Med       Date:  2019-12-15       Impact factor: 21.405

  8 in total

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