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Meta-analysis of the Age-Dependent Efficacy of Multiple Sclerosis Treatments

OBJECTIVE: To perform a meta-analysis of randomized, blinded, multiple sclerosis (MS) clinical trials, to test the hypothesis that efficacy of immunomodulatory disease-modifying therapies (DMTs) on MS disability progression is strongly dependent on age. METHODS: We performed a literature search with...

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Autores principales: Weideman, Ann Marie, Tapia-Maltos, Marco Aurelio, Johnson, Kory, Greenwood, Mark, Bielekova, Bibiana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5686062/
https://www.ncbi.nlm.nih.gov/pubmed/29176956
http://dx.doi.org/10.3389/fneur.2017.00577
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author Weideman, Ann Marie
Tapia-Maltos, Marco Aurelio
Johnson, Kory
Greenwood, Mark
Bielekova, Bibiana
author_facet Weideman, Ann Marie
Tapia-Maltos, Marco Aurelio
Johnson, Kory
Greenwood, Mark
Bielekova, Bibiana
author_sort Weideman, Ann Marie
collection PubMed
description OBJECTIVE: To perform a meta-analysis of randomized, blinded, multiple sclerosis (MS) clinical trials, to test the hypothesis that efficacy of immunomodulatory disease-modifying therapies (DMTs) on MS disability progression is strongly dependent on age. METHODS: We performed a literature search with pre-defined criteria and extracted relevant features from 38 clinical trials that assessed efficacy of DMTs on disability progression. We fit a linear regression, weighted for trial sample size, and duration, to examine the hypothesis that age has a defining effect on the therapeutic efficacy of immunomodulatory DMTs. RESULTS: More than 28,000 MS subjects participating in trials of 13 categories of immunomodulatory drugs are included in the meta-analysis. The efficacy of immunomodulatory DMTs on MS disability strongly decreased with advancing age (R(2) = 0.6757, p = 6.39e−09). Inclusion of baseline EDSS did not significantly improve the model. The regression predicts zero efficacy beyond approximately age 53 years. The comparative efficacy rank derived from the regression residuals differentiates high- and low-efficacy drugs. High-efficacy drugs outperform low-efficacy drugs in inhibiting MS disability only for patients younger than 40.5 years. CONCLUSION: The meta-analysis supports the notion that progressive MS is simply a later stage of the MS disease process and that age is an essential modifier of a drug efficacy. Higher efficacy treatments exert their benefit over lower efficacy treatments only during early stages of MS, and, after age 53, the model suggests that there is no predicted benefit to receiving immunomodulatory DMTs for the average MS patient.
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spelling pubmed-56860622017-11-24 Meta-analysis of the Age-Dependent Efficacy of Multiple Sclerosis Treatments Weideman, Ann Marie Tapia-Maltos, Marco Aurelio Johnson, Kory Greenwood, Mark Bielekova, Bibiana Front Neurol Neuroscience OBJECTIVE: To perform a meta-analysis of randomized, blinded, multiple sclerosis (MS) clinical trials, to test the hypothesis that efficacy of immunomodulatory disease-modifying therapies (DMTs) on MS disability progression is strongly dependent on age. METHODS: We performed a literature search with pre-defined criteria and extracted relevant features from 38 clinical trials that assessed efficacy of DMTs on disability progression. We fit a linear regression, weighted for trial sample size, and duration, to examine the hypothesis that age has a defining effect on the therapeutic efficacy of immunomodulatory DMTs. RESULTS: More than 28,000 MS subjects participating in trials of 13 categories of immunomodulatory drugs are included in the meta-analysis. The efficacy of immunomodulatory DMTs on MS disability strongly decreased with advancing age (R(2) = 0.6757, p = 6.39e−09). Inclusion of baseline EDSS did not significantly improve the model. The regression predicts zero efficacy beyond approximately age 53 years. The comparative efficacy rank derived from the regression residuals differentiates high- and low-efficacy drugs. High-efficacy drugs outperform low-efficacy drugs in inhibiting MS disability only for patients younger than 40.5 years. CONCLUSION: The meta-analysis supports the notion that progressive MS is simply a later stage of the MS disease process and that age is an essential modifier of a drug efficacy. Higher efficacy treatments exert their benefit over lower efficacy treatments only during early stages of MS, and, after age 53, the model suggests that there is no predicted benefit to receiving immunomodulatory DMTs for the average MS patient. Frontiers Media S.A. 2017-11-10 /pmc/articles/PMC5686062/ /pubmed/29176956 http://dx.doi.org/10.3389/fneur.2017.00577 Text en Copyright © 2017 Weideman, Tapia-Maltos, Johnson, Greenwood and Bielekova. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Weideman, Ann Marie
Tapia-Maltos, Marco Aurelio
Johnson, Kory
Greenwood, Mark
Bielekova, Bibiana
Meta-analysis of the Age-Dependent Efficacy of Multiple Sclerosis Treatments
title Meta-analysis of the Age-Dependent Efficacy of Multiple Sclerosis Treatments
title_full Meta-analysis of the Age-Dependent Efficacy of Multiple Sclerosis Treatments
title_fullStr Meta-analysis of the Age-Dependent Efficacy of Multiple Sclerosis Treatments
title_full_unstemmed Meta-analysis of the Age-Dependent Efficacy of Multiple Sclerosis Treatments
title_short Meta-analysis of the Age-Dependent Efficacy of Multiple Sclerosis Treatments
title_sort meta-analysis of the age-dependent efficacy of multiple sclerosis treatments
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5686062/
https://www.ncbi.nlm.nih.gov/pubmed/29176956
http://dx.doi.org/10.3389/fneur.2017.00577
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