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A Predictive Model for Corticosteroid Response in Individual Patients with MS Relapses

OBJECTIVES: To derive a simple predictive model to guide the use of corticosteroids in patients with relapsing remitting MS suffering an acute relapse. MATERIALS AND METHODS: We analysed individual patient randomised controlled trial data (n=98) using a binary logistic regression model based on age,...

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Autores principales: Rakusa, Martin, Cano, Stefan J., Porter, Bernadette, Riazi, Afsane, Thompson, Alan J., Chataway, Jeremy, Hardy, Todd A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4364957/
https://www.ncbi.nlm.nih.gov/pubmed/25785460
http://dx.doi.org/10.1371/journal.pone.0120829
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author Rakusa, Martin
Cano, Stefan J.
Porter, Bernadette
Riazi, Afsane
Thompson, Alan J.
Chataway, Jeremy
Hardy, Todd A.
author_facet Rakusa, Martin
Cano, Stefan J.
Porter, Bernadette
Riazi, Afsane
Thompson, Alan J.
Chataway, Jeremy
Hardy, Todd A.
author_sort Rakusa, Martin
collection PubMed
description OBJECTIVES: To derive a simple predictive model to guide the use of corticosteroids in patients with relapsing remitting MS suffering an acute relapse. MATERIALS AND METHODS: We analysed individual patient randomised controlled trial data (n=98) using a binary logistic regression model based on age, gender, baseline disability scores [physician-observed: expanded disability status scale (EDSS) and patient reported: multiple sclerosis impact scale 29 (MSIS-29)], and the time intervals between symptom onset or referral and treatment. RESULTS: Based on two a priori selected cut-off points (improvement in EDSS ≥ 0.5 and ≥ 1.0), we found that variables which predicted better response to corticosteroids after 6 weeks were younger age and lower MSIS-29 physical score at the time of relapse (model fit 71.2% - 73.1%). CONCLUSIONS: This pilot study suggests two clinical variables which may predict the majority of the response to corticosteroid treatment in patients undergoing an MS relapse. The study is limited in being able to clearly distinguish factors associated with treatment response or spontaneous recovery and needs to be replicated in a larger prospective study.
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spelling pubmed-43649572015-03-23 A Predictive Model for Corticosteroid Response in Individual Patients with MS Relapses Rakusa, Martin Cano, Stefan J. Porter, Bernadette Riazi, Afsane Thompson, Alan J. Chataway, Jeremy Hardy, Todd A. PLoS One Research Article OBJECTIVES: To derive a simple predictive model to guide the use of corticosteroids in patients with relapsing remitting MS suffering an acute relapse. MATERIALS AND METHODS: We analysed individual patient randomised controlled trial data (n=98) using a binary logistic regression model based on age, gender, baseline disability scores [physician-observed: expanded disability status scale (EDSS) and patient reported: multiple sclerosis impact scale 29 (MSIS-29)], and the time intervals between symptom onset or referral and treatment. RESULTS: Based on two a priori selected cut-off points (improvement in EDSS ≥ 0.5 and ≥ 1.0), we found that variables which predicted better response to corticosteroids after 6 weeks were younger age and lower MSIS-29 physical score at the time of relapse (model fit 71.2% - 73.1%). CONCLUSIONS: This pilot study suggests two clinical variables which may predict the majority of the response to corticosteroid treatment in patients undergoing an MS relapse. The study is limited in being able to clearly distinguish factors associated with treatment response or spontaneous recovery and needs to be replicated in a larger prospective study. Public Library of Science 2015-03-18 /pmc/articles/PMC4364957/ /pubmed/25785460 http://dx.doi.org/10.1371/journal.pone.0120829 Text en © 2015 Rakusa et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Rakusa, Martin
Cano, Stefan J.
Porter, Bernadette
Riazi, Afsane
Thompson, Alan J.
Chataway, Jeremy
Hardy, Todd A.
A Predictive Model for Corticosteroid Response in Individual Patients with MS Relapses
title A Predictive Model for Corticosteroid Response in Individual Patients with MS Relapses
title_full A Predictive Model for Corticosteroid Response in Individual Patients with MS Relapses
title_fullStr A Predictive Model for Corticosteroid Response in Individual Patients with MS Relapses
title_full_unstemmed A Predictive Model for Corticosteroid Response in Individual Patients with MS Relapses
title_short A Predictive Model for Corticosteroid Response in Individual Patients with MS Relapses
title_sort predictive model for corticosteroid response in individual patients with ms relapses
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4364957/
https://www.ncbi.nlm.nih.gov/pubmed/25785460
http://dx.doi.org/10.1371/journal.pone.0120829
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