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Are we armed with the right data? Pooled individual data review of biomarkers in people with severe upper limb impairment after stroke

To build an understanding of the neurobiology underpinning arm recovery in people with severe arm impairment due to stroke, we conducted a pooled individual data systematic review to: 1) characterize brain biomarkers; 2) determine relationship(s) between biomarkers and motor outcome; and 3) establis...

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Autores principales: Hayward, Kathryn S, Schmidt, Julia, Lohse, Keith R, Peters, Sue, Bernhardt, Julie, Lannin, Natasha A, Boyd, Lara A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5198729/
https://www.ncbi.nlm.nih.gov/pubmed/28053857
http://dx.doi.org/10.1016/j.nicl.2016.09.015
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author Hayward, Kathryn S
Schmidt, Julia
Lohse, Keith R
Peters, Sue
Bernhardt, Julie
Lannin, Natasha A
Boyd, Lara A
author_facet Hayward, Kathryn S
Schmidt, Julia
Lohse, Keith R
Peters, Sue
Bernhardt, Julie
Lannin, Natasha A
Boyd, Lara A
author_sort Hayward, Kathryn S
collection PubMed
description To build an understanding of the neurobiology underpinning arm recovery in people with severe arm impairment due to stroke, we conducted a pooled individual data systematic review to: 1) characterize brain biomarkers; 2) determine relationship(s) between biomarkers and motor outcome; and 3) establish relationship(s) between biomarkers and motor recovery. Three electronic databases were searched up to October 2, 2015. Eligible studies included adults with severe arm impairment after stroke. Descriptive statistics were calculated to characterize brain biomarkers, and pooling of individual patient data was performed using mixed-effects linear regression to examine relationships between brain biomarkers and motor outcome and recovery. Thirty-eight articles including individual data from 372 people with severe arm impairment were analysed. The majority of individuals were in the chronic (> 6 months) phase post stroke (51%) and had a subcortical stroke (49%). The presence of a motor evoked potential (indexed by transcranial magnetic stimulation) was the only biomarker related to better motor outcome (p = 0.02). There was no relationship between motor outcome and stroke volume (cm(3)), location (cortical, subcortical, mixed) or side (left vs. right), and corticospinal tract asymmetry index (extracted from diffusion weighted imaging). Only one study had longitudinal data, thus no data pooling was possible to address change over time (preventing our third objective). Based on the available evidence, motor evoked potentials at rest were the only biomarker that predicted motor outcome in individuals with severe arm impairment following stroke. Given that few biomarkers emerged, this review highlights the need to move beyond currently known biomarkers and identify new indices with sufficient variability and sensitivity to guide recovery models in individuals with severe motor impairments following stroke. PROSPERO: CRD42015026107.
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spelling pubmed-51987292017-01-04 Are we armed with the right data? Pooled individual data review of biomarkers in people with severe upper limb impairment after stroke Hayward, Kathryn S Schmidt, Julia Lohse, Keith R Peters, Sue Bernhardt, Julie Lannin, Natasha A Boyd, Lara A Neuroimage Clin Regular Article To build an understanding of the neurobiology underpinning arm recovery in people with severe arm impairment due to stroke, we conducted a pooled individual data systematic review to: 1) characterize brain biomarkers; 2) determine relationship(s) between biomarkers and motor outcome; and 3) establish relationship(s) between biomarkers and motor recovery. Three electronic databases were searched up to October 2, 2015. Eligible studies included adults with severe arm impairment after stroke. Descriptive statistics were calculated to characterize brain biomarkers, and pooling of individual patient data was performed using mixed-effects linear regression to examine relationships between brain biomarkers and motor outcome and recovery. Thirty-eight articles including individual data from 372 people with severe arm impairment were analysed. The majority of individuals were in the chronic (> 6 months) phase post stroke (51%) and had a subcortical stroke (49%). The presence of a motor evoked potential (indexed by transcranial magnetic stimulation) was the only biomarker related to better motor outcome (p = 0.02). There was no relationship between motor outcome and stroke volume (cm(3)), location (cortical, subcortical, mixed) or side (left vs. right), and corticospinal tract asymmetry index (extracted from diffusion weighted imaging). Only one study had longitudinal data, thus no data pooling was possible to address change over time (preventing our third objective). Based on the available evidence, motor evoked potentials at rest were the only biomarker that predicted motor outcome in individuals with severe arm impairment following stroke. Given that few biomarkers emerged, this review highlights the need to move beyond currently known biomarkers and identify new indices with sufficient variability and sensitivity to guide recovery models in individuals with severe motor impairments following stroke. PROSPERO: CRD42015026107. Elsevier 2016-09-24 /pmc/articles/PMC5198729/ /pubmed/28053857 http://dx.doi.org/10.1016/j.nicl.2016.09.015 Text en © 2016 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Regular Article
Hayward, Kathryn S
Schmidt, Julia
Lohse, Keith R
Peters, Sue
Bernhardt, Julie
Lannin, Natasha A
Boyd, Lara A
Are we armed with the right data? Pooled individual data review of biomarkers in people with severe upper limb impairment after stroke
title Are we armed with the right data? Pooled individual data review of biomarkers in people with severe upper limb impairment after stroke
title_full Are we armed with the right data? Pooled individual data review of biomarkers in people with severe upper limb impairment after stroke
title_fullStr Are we armed with the right data? Pooled individual data review of biomarkers in people with severe upper limb impairment after stroke
title_full_unstemmed Are we armed with the right data? Pooled individual data review of biomarkers in people with severe upper limb impairment after stroke
title_short Are we armed with the right data? Pooled individual data review of biomarkers in people with severe upper limb impairment after stroke
title_sort are we armed with the right data? pooled individual data review of biomarkers in people with severe upper limb impairment after stroke
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5198729/
https://www.ncbi.nlm.nih.gov/pubmed/28053857
http://dx.doi.org/10.1016/j.nicl.2016.09.015
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