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Prognostic model for time to achieve independent walking in children with Guillain-Barré syndrome

BACKGROUND: Guillain-Barré Syndrome (GBS) is an immune-mediated peripheral neuropathy. Clinical features and outcomes in children differ from adults. Currently, there is no prognostic model to predict outcomes in children and existing models for adults are not suitable. OBJECTIVES: To identify facto...

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Autores principales: Chaweekulrat, Peerada, Sanmaneechai, Oranee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9700508/
https://www.ncbi.nlm.nih.gov/pubmed/35169277
http://dx.doi.org/10.1038/s41390-021-01919-3
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author Chaweekulrat, Peerada
Sanmaneechai, Oranee
author_facet Chaweekulrat, Peerada
Sanmaneechai, Oranee
author_sort Chaweekulrat, Peerada
collection PubMed
description BACKGROUND: Guillain-Barré Syndrome (GBS) is an immune-mediated peripheral neuropathy. Clinical features and outcomes in children differ from adults. Currently, there is no prognostic model to predict outcomes in children and existing models for adults are not suitable. OBJECTIVES: To identify factors that are associated with outcomes and develop clinical model to predict time to independent walking in children with GBS. METHODS: Between 2005 and 2018, 41 patients with GBS were identified by retrospective chart review. Factors associated with independent walking were analyzed with the Kaplan–Meier method. A prediction model was developed based on regression coefficients from Cox’s proportional hazard model. RESULTS: The disability score at maximum weakness and nerve conduction study results were associated with independent walking and included in the model. Scores range from 0 to 5. A score of 5 predicts 34 days to independent walking while a score of 0 predicts 5 months (mean 158 days, p = 0.008). CONCLUSION: This scoring system for pediatric patients provides predicts the time needed to achieve independent walking, an important milestone of recovery for communication with parents, and to assist clinicians to optimize treatment. Further studies of predictive factors and external validation are needed to improve precision of the model. IMPACT: This is the first study to create a prognostic scoring system for individual outcomes in children with GBS. A clinical prognostic model can predict time to achieve independent walking in individual pediatric patients with GBS. This model can assist clinicians to optimize treatment and guide decisions on rehabilitation to prevent long-term disability.
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spelling pubmed-97005082022-11-27 Prognostic model for time to achieve independent walking in children with Guillain-Barré syndrome Chaweekulrat, Peerada Sanmaneechai, Oranee Pediatr Res Clinical Research Article BACKGROUND: Guillain-Barré Syndrome (GBS) is an immune-mediated peripheral neuropathy. Clinical features and outcomes in children differ from adults. Currently, there is no prognostic model to predict outcomes in children and existing models for adults are not suitable. OBJECTIVES: To identify factors that are associated with outcomes and develop clinical model to predict time to independent walking in children with GBS. METHODS: Between 2005 and 2018, 41 patients with GBS were identified by retrospective chart review. Factors associated with independent walking were analyzed with the Kaplan–Meier method. A prediction model was developed based on regression coefficients from Cox’s proportional hazard model. RESULTS: The disability score at maximum weakness and nerve conduction study results were associated with independent walking and included in the model. Scores range from 0 to 5. A score of 5 predicts 34 days to independent walking while a score of 0 predicts 5 months (mean 158 days, p = 0.008). CONCLUSION: This scoring system for pediatric patients provides predicts the time needed to achieve independent walking, an important milestone of recovery for communication with parents, and to assist clinicians to optimize treatment. Further studies of predictive factors and external validation are needed to improve precision of the model. IMPACT: This is the first study to create a prognostic scoring system for individual outcomes in children with GBS. A clinical prognostic model can predict time to achieve independent walking in individual pediatric patients with GBS. This model can assist clinicians to optimize treatment and guide decisions on rehabilitation to prevent long-term disability. Nature Publishing Group US 2022-02-15 2022 /pmc/articles/PMC9700508/ /pubmed/35169277 http://dx.doi.org/10.1038/s41390-021-01919-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Clinical Research Article
Chaweekulrat, Peerada
Sanmaneechai, Oranee
Prognostic model for time to achieve independent walking in children with Guillain-Barré syndrome
title Prognostic model for time to achieve independent walking in children with Guillain-Barré syndrome
title_full Prognostic model for time to achieve independent walking in children with Guillain-Barré syndrome
title_fullStr Prognostic model for time to achieve independent walking in children with Guillain-Barré syndrome
title_full_unstemmed Prognostic model for time to achieve independent walking in children with Guillain-Barré syndrome
title_short Prognostic model for time to achieve independent walking in children with Guillain-Barré syndrome
title_sort prognostic model for time to achieve independent walking in children with guillain-barré syndrome
topic Clinical Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9700508/
https://www.ncbi.nlm.nih.gov/pubmed/35169277
http://dx.doi.org/10.1038/s41390-021-01919-3
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