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Rationale, design and methodology of the image analysis protocol for studies of patients with cerebral small vessel disease and mild stroke

RATIONALE: Cerebral small vessel disease (SVD) is common in ageing and patients with dementia and stroke. Its manifestations on magnetic resonance imaging (MRI) include white matter hyperintensities, lacunes, microbleeds, perivascular spaces, small subcortical infarcts, and brain atrophy. Many studi...

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Autores principales: Valdés Hernández, Maria del C., Armitage, Paul A., Thrippleton, Michael J., Chappell, Francesca, Sandeman, Elaine, Muñoz Maniega, Susana, Shuler, Kirsten, Wardlaw, Joanna M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4714639/
https://www.ncbi.nlm.nih.gov/pubmed/26807340
http://dx.doi.org/10.1002/brb3.415
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author Valdés Hernández, Maria del C.
Armitage, Paul A.
Thrippleton, Michael J.
Chappell, Francesca
Sandeman, Elaine
Muñoz Maniega, Susana
Shuler, Kirsten
Wardlaw, Joanna M.
author_facet Valdés Hernández, Maria del C.
Armitage, Paul A.
Thrippleton, Michael J.
Chappell, Francesca
Sandeman, Elaine
Muñoz Maniega, Susana
Shuler, Kirsten
Wardlaw, Joanna M.
author_sort Valdés Hernández, Maria del C.
collection PubMed
description RATIONALE: Cerebral small vessel disease (SVD) is common in ageing and patients with dementia and stroke. Its manifestations on magnetic resonance imaging (MRI) include white matter hyperintensities, lacunes, microbleeds, perivascular spaces, small subcortical infarcts, and brain atrophy. Many studies focus only on one of these manifestations. A protocol for the differential assessment of all these features is, therefore, needed. AIMS: To identify ways of quantifying imaging markers in research of patients with SVD and operationalize the recommendations from the STandards for ReportIng Vascular changes on nEuroimaging guidelines. Here, we report the rationale, design, and methodology of a brain image analysis protocol based on our experience from observational longitudinal studies of patients with nondisabling stroke. DESIGN: The MRI analysis protocol is designed to provide quantitative and qualitative measures of disease evolution including: acute and old stroke lesions, lacunes, tissue loss due to stroke, perivascular spaces, microbleeds, macrohemorrhages, iron deposition in basal ganglia, substantia nigra and brain stem, brain atrophy, and white matter hyperintensities, with the latter separated into intense and less intense. Quantitative measures of tissue integrity such as diffusion fractional anisotropy, mean diffusivity, and the longitudinal relaxation time are assessed in regions of interest manually placed in anatomically and functionally relevant locations, and in others derived from feature extraction pipelines and tissue segmentation methods. Morphological changes that relate to cognitive deficits after stroke, analyzed through shape models of subcortical structures, complete the multiparametric image analysis protocol. OUTCOMES: Final outcomes include guidance for identifying ways to minimize bias and confounds in the assessment of SVD and stroke imaging biomarkers. It is intended that this information will inform the design of studies to examine the underlying pathophysiology of SVD and stroke, and to provide reliable, quantitative outcomes in trials of new therapies and preventative strategies.
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spelling pubmed-47146392016-01-22 Rationale, design and methodology of the image analysis protocol for studies of patients with cerebral small vessel disease and mild stroke Valdés Hernández, Maria del C. Armitage, Paul A. Thrippleton, Michael J. Chappell, Francesca Sandeman, Elaine Muñoz Maniega, Susana Shuler, Kirsten Wardlaw, Joanna M. Brain Behav Methods RATIONALE: Cerebral small vessel disease (SVD) is common in ageing and patients with dementia and stroke. Its manifestations on magnetic resonance imaging (MRI) include white matter hyperintensities, lacunes, microbleeds, perivascular spaces, small subcortical infarcts, and brain atrophy. Many studies focus only on one of these manifestations. A protocol for the differential assessment of all these features is, therefore, needed. AIMS: To identify ways of quantifying imaging markers in research of patients with SVD and operationalize the recommendations from the STandards for ReportIng Vascular changes on nEuroimaging guidelines. Here, we report the rationale, design, and methodology of a brain image analysis protocol based on our experience from observational longitudinal studies of patients with nondisabling stroke. DESIGN: The MRI analysis protocol is designed to provide quantitative and qualitative measures of disease evolution including: acute and old stroke lesions, lacunes, tissue loss due to stroke, perivascular spaces, microbleeds, macrohemorrhages, iron deposition in basal ganglia, substantia nigra and brain stem, brain atrophy, and white matter hyperintensities, with the latter separated into intense and less intense. Quantitative measures of tissue integrity such as diffusion fractional anisotropy, mean diffusivity, and the longitudinal relaxation time are assessed in regions of interest manually placed in anatomically and functionally relevant locations, and in others derived from feature extraction pipelines and tissue segmentation methods. Morphological changes that relate to cognitive deficits after stroke, analyzed through shape models of subcortical structures, complete the multiparametric image analysis protocol. OUTCOMES: Final outcomes include guidance for identifying ways to minimize bias and confounds in the assessment of SVD and stroke imaging biomarkers. It is intended that this information will inform the design of studies to examine the underlying pathophysiology of SVD and stroke, and to provide reliable, quantitative outcomes in trials of new therapies and preventative strategies. John Wiley and Sons Inc. 2015-11-26 /pmc/articles/PMC4714639/ /pubmed/26807340 http://dx.doi.org/10.1002/brb3.415 Text en © 2015 The Authors. Brain and Behavior published by Wiley Periodicals, Inc. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methods
Valdés Hernández, Maria del C.
Armitage, Paul A.
Thrippleton, Michael J.
Chappell, Francesca
Sandeman, Elaine
Muñoz Maniega, Susana
Shuler, Kirsten
Wardlaw, Joanna M.
Rationale, design and methodology of the image analysis protocol for studies of patients with cerebral small vessel disease and mild stroke
title Rationale, design and methodology of the image analysis protocol for studies of patients with cerebral small vessel disease and mild stroke
title_full Rationale, design and methodology of the image analysis protocol for studies of patients with cerebral small vessel disease and mild stroke
title_fullStr Rationale, design and methodology of the image analysis protocol for studies of patients with cerebral small vessel disease and mild stroke
title_full_unstemmed Rationale, design and methodology of the image analysis protocol for studies of patients with cerebral small vessel disease and mild stroke
title_short Rationale, design and methodology of the image analysis protocol for studies of patients with cerebral small vessel disease and mild stroke
title_sort rationale, design and methodology of the image analysis protocol for studies of patients with cerebral small vessel disease and mild stroke
topic Methods
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4714639/
https://www.ncbi.nlm.nih.gov/pubmed/26807340
http://dx.doi.org/10.1002/brb3.415
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