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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2015
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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. |
format | Online Article Text |
id | pubmed-4714639 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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