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Gray to white matter signal ratio as a novel biomarker of neurodegeneration in Alzheimer’s disease

Alzheimer’s disease (AD) is characterized neuropathologically by β-amyloid (Aβ) plaques, hyperphosphorylated tau neurofibrillary tangles, and neurodegeneration, which lead to a phenotypically heterogeneous cognitive-behavioral dementia syndrome. Our understanding of how these neuropathological and n...

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Autores principales: Putcha, Deepti, Katsumi, Yuta, Brickhouse, Michael, Flaherty, Ryn, Salat, David H., Touroutoglou, Alexandra, Dickerson, Bradford C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9830315/
https://www.ncbi.nlm.nih.gov/pubmed/36586361
http://dx.doi.org/10.1016/j.nicl.2022.103303
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author Putcha, Deepti
Katsumi, Yuta
Brickhouse, Michael
Flaherty, Ryn
Salat, David H.
Touroutoglou, Alexandra
Dickerson, Bradford C.
author_facet Putcha, Deepti
Katsumi, Yuta
Brickhouse, Michael
Flaherty, Ryn
Salat, David H.
Touroutoglou, Alexandra
Dickerson, Bradford C.
author_sort Putcha, Deepti
collection PubMed
description Alzheimer’s disease (AD) is characterized neuropathologically by β-amyloid (Aβ) plaques, hyperphosphorylated tau neurofibrillary tangles, and neurodegeneration, which lead to a phenotypically heterogeneous cognitive-behavioral dementia syndrome. Our understanding of how these neuropathological and neurodegeneration biomarkers relate to each other is still evolving. A relatively new approach to measuring structural brain change, gray matter to white matter signal intensity ratio (GWR), quantifies the signal contrast between these tissue compartments, and has emerged as a promising marker of AD-related neurodegeneration. We sought to validate GWR as a novel MRI biomarker of neurodegeneration in 29 biomarker positive individuals across the atypical syndromic spectrum of AD. Bivariate correlation analyses revealed that GWR was associated with cortical thickness, tau PET, and amyloid PET, with GWR showing a larger magnitude of abnormality than cortical thickness. We also found that combining GWR, cortical thickness, and amyloid PET better explained observed tau PET signal than using these modalities alone, suggesting that the three imaging biomarkers contribute independently and synergistically to explaining the variance in the distribution of tau pathology. We conclude that GWR is a uniquely sensitive in vivo marker of neurodegenerative change that reflects pathological mechanisms which may occur prior to cortical atrophy. By using all of these imaging biomarkers of AD together, we may be better able to capture, and possibly predict, AD neuropathologic changes in vivo. We hope that such an approach will ultimately contribute to better endpoints to evaluate the efficacy of therapeutic interventions as we move toward an era of disease-modifying treatments for this devastating disease.
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spelling pubmed-98303152023-01-11 Gray to white matter signal ratio as a novel biomarker of neurodegeneration in Alzheimer’s disease Putcha, Deepti Katsumi, Yuta Brickhouse, Michael Flaherty, Ryn Salat, David H. Touroutoglou, Alexandra Dickerson, Bradford C. Neuroimage Clin Regular Article Alzheimer’s disease (AD) is characterized neuropathologically by β-amyloid (Aβ) plaques, hyperphosphorylated tau neurofibrillary tangles, and neurodegeneration, which lead to a phenotypically heterogeneous cognitive-behavioral dementia syndrome. Our understanding of how these neuropathological and neurodegeneration biomarkers relate to each other is still evolving. A relatively new approach to measuring structural brain change, gray matter to white matter signal intensity ratio (GWR), quantifies the signal contrast between these tissue compartments, and has emerged as a promising marker of AD-related neurodegeneration. We sought to validate GWR as a novel MRI biomarker of neurodegeneration in 29 biomarker positive individuals across the atypical syndromic spectrum of AD. Bivariate correlation analyses revealed that GWR was associated with cortical thickness, tau PET, and amyloid PET, with GWR showing a larger magnitude of abnormality than cortical thickness. We also found that combining GWR, cortical thickness, and amyloid PET better explained observed tau PET signal than using these modalities alone, suggesting that the three imaging biomarkers contribute independently and synergistically to explaining the variance in the distribution of tau pathology. We conclude that GWR is a uniquely sensitive in vivo marker of neurodegenerative change that reflects pathological mechanisms which may occur prior to cortical atrophy. By using all of these imaging biomarkers of AD together, we may be better able to capture, and possibly predict, AD neuropathologic changes in vivo. We hope that such an approach will ultimately contribute to better endpoints to evaluate the efficacy of therapeutic interventions as we move toward an era of disease-modifying treatments for this devastating disease. Elsevier 2022-12-24 /pmc/articles/PMC9830315/ /pubmed/36586361 http://dx.doi.org/10.1016/j.nicl.2022.103303 Text en © 2022 The Author(s) https://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
Putcha, Deepti
Katsumi, Yuta
Brickhouse, Michael
Flaherty, Ryn
Salat, David H.
Touroutoglou, Alexandra
Dickerson, Bradford C.
Gray to white matter signal ratio as a novel biomarker of neurodegeneration in Alzheimer’s disease
title Gray to white matter signal ratio as a novel biomarker of neurodegeneration in Alzheimer’s disease
title_full Gray to white matter signal ratio as a novel biomarker of neurodegeneration in Alzheimer’s disease
title_fullStr Gray to white matter signal ratio as a novel biomarker of neurodegeneration in Alzheimer’s disease
title_full_unstemmed Gray to white matter signal ratio as a novel biomarker of neurodegeneration in Alzheimer’s disease
title_short Gray to white matter signal ratio as a novel biomarker of neurodegeneration in Alzheimer’s disease
title_sort gray to white matter signal ratio as a novel biomarker of neurodegeneration in alzheimer’s disease
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9830315/
https://www.ncbi.nlm.nih.gov/pubmed/36586361
http://dx.doi.org/10.1016/j.nicl.2022.103303
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