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White matter microstructure alterations in frontotemporal dementia: Phenotype‐associated signatures and single‐subject interpretation
BACKGROUND: Frontotemporal dementias (FTD) include a genetically heterogeneous group of conditions with distinctive molecular, radiological and clinical features. The majority of radiology studies in FTD compare FTD subgroups to healthy controls to describe phenotype‐ or genotype‐associated imaging...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865163/ https://www.ncbi.nlm.nih.gov/pubmed/35072974 http://dx.doi.org/10.1002/brb3.2500 |
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author | McKenna, Mary Clare Tahedl, Marlene Murad, Aizuri Lope, Jasmin Hardiman, Orla Hutchinson, Siobhan Bede, Peter |
author_facet | McKenna, Mary Clare Tahedl, Marlene Murad, Aizuri Lope, Jasmin Hardiman, Orla Hutchinson, Siobhan Bede, Peter |
author_sort | McKenna, Mary Clare |
collection | PubMed |
description | BACKGROUND: Frontotemporal dementias (FTD) include a genetically heterogeneous group of conditions with distinctive molecular, radiological and clinical features. The majority of radiology studies in FTD compare FTD subgroups to healthy controls to describe phenotype‐ or genotype‐associated imaging signatures. While the characterization of group‐specific imaging traits is academically important, the priority of clinical imaging is the meaningful interpretation of individual datasets. METHODS: To demonstrate the feasibility of single‐subject magnetic resonance imaging (MRI) interpretation, we have evaluated the white matter profile of 60 patients across the clinical spectrum of FTD. A z‐score‐based approach was implemented, where the diffusivity metrics of individual patients were appraised with reference to demographically matched healthy controls. Fifty white matter tracts were systematically evaluated in each subject with reference to normative data. RESULTS: The z‐score‐based approach successfully detected white matter pathology in single subjects, and group‐level inferences were analogous to the outputs of standard track‐based spatial statistics. CONCLUSIONS: Our findings suggest that it is possible to meaningfully evaluate the diffusion profile of single FTD patients if large normative datasets are available. In contrast to the visual review of FLAIR and T2‐weighted images, computational imaging offers objective, quantitative insights into white matter integrity changes even at single‐subject level. |
format | Online Article Text |
id | pubmed-8865163 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-88651632022-02-27 White matter microstructure alterations in frontotemporal dementia: Phenotype‐associated signatures and single‐subject interpretation McKenna, Mary Clare Tahedl, Marlene Murad, Aizuri Lope, Jasmin Hardiman, Orla Hutchinson, Siobhan Bede, Peter Brain Behav Original Article BACKGROUND: Frontotemporal dementias (FTD) include a genetically heterogeneous group of conditions with distinctive molecular, radiological and clinical features. The majority of radiology studies in FTD compare FTD subgroups to healthy controls to describe phenotype‐ or genotype‐associated imaging signatures. While the characterization of group‐specific imaging traits is academically important, the priority of clinical imaging is the meaningful interpretation of individual datasets. METHODS: To demonstrate the feasibility of single‐subject magnetic resonance imaging (MRI) interpretation, we have evaluated the white matter profile of 60 patients across the clinical spectrum of FTD. A z‐score‐based approach was implemented, where the diffusivity metrics of individual patients were appraised with reference to demographically matched healthy controls. Fifty white matter tracts were systematically evaluated in each subject with reference to normative data. RESULTS: The z‐score‐based approach successfully detected white matter pathology in single subjects, and group‐level inferences were analogous to the outputs of standard track‐based spatial statistics. CONCLUSIONS: Our findings suggest that it is possible to meaningfully evaluate the diffusion profile of single FTD patients if large normative datasets are available. In contrast to the visual review of FLAIR and T2‐weighted images, computational imaging offers objective, quantitative insights into white matter integrity changes even at single‐subject level. John Wiley and Sons Inc. 2022-01-24 /pmc/articles/PMC8865163/ /pubmed/35072974 http://dx.doi.org/10.1002/brb3.2500 Text en © 2022 The Authors. Brain and Behavior published by Wiley Periodicals LLC https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article McKenna, Mary Clare Tahedl, Marlene Murad, Aizuri Lope, Jasmin Hardiman, Orla Hutchinson, Siobhan Bede, Peter White matter microstructure alterations in frontotemporal dementia: Phenotype‐associated signatures and single‐subject interpretation |
title | White matter microstructure alterations in frontotemporal dementia: Phenotype‐associated signatures and single‐subject interpretation |
title_full | White matter microstructure alterations in frontotemporal dementia: Phenotype‐associated signatures and single‐subject interpretation |
title_fullStr | White matter microstructure alterations in frontotemporal dementia: Phenotype‐associated signatures and single‐subject interpretation |
title_full_unstemmed | White matter microstructure alterations in frontotemporal dementia: Phenotype‐associated signatures and single‐subject interpretation |
title_short | White matter microstructure alterations in frontotemporal dementia: Phenotype‐associated signatures and single‐subject interpretation |
title_sort | white matter microstructure alterations in frontotemporal dementia: phenotype‐associated signatures and single‐subject interpretation |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865163/ https://www.ncbi.nlm.nih.gov/pubmed/35072974 http://dx.doi.org/10.1002/brb3.2500 |
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