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Quantitative and histologically validated measures of the entorhinal subfields in ex vivo MRI

Neuroimaging studies have routinely used hippocampal volume as a measure of Alzheimer’s disease severity, but hippocampal changes occur too late in the disease process for potential therapies to be effective. The entorhinal cortex is one of the first cortical areas affected by Alzheimer’s disease; i...

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Autores principales: Oltmer, Jan, Slepneva, Natalya, Llamas Rodriguez, Josue, Greve, Douglas N., Williams, Emily M., Wang, Ruopeng, Champion, Samantha N., Lang-Orsini, Melanie, Nestor, Kimberly, Fernandez-Ros, Nídia, Fischl, Bruce, Frosch, Matthew P., Magnain, Caroline, van der Kouwe, Andre J. W., Augustinack, Jean C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9128374/
https://www.ncbi.nlm.nih.gov/pubmed/35620167
http://dx.doi.org/10.1093/braincomms/fcac074
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author Oltmer, Jan
Slepneva, Natalya
Llamas Rodriguez, Josue
Greve, Douglas N.
Williams, Emily M.
Wang, Ruopeng
Champion, Samantha N.
Lang-Orsini, Melanie
Nestor, Kimberly
Fernandez-Ros, Nídia
Fischl, Bruce
Frosch, Matthew P.
Magnain, Caroline
van der Kouwe, Andre J. W.
Augustinack, Jean C.
author_facet Oltmer, Jan
Slepneva, Natalya
Llamas Rodriguez, Josue
Greve, Douglas N.
Williams, Emily M.
Wang, Ruopeng
Champion, Samantha N.
Lang-Orsini, Melanie
Nestor, Kimberly
Fernandez-Ros, Nídia
Fischl, Bruce
Frosch, Matthew P.
Magnain, Caroline
van der Kouwe, Andre J. W.
Augustinack, Jean C.
author_sort Oltmer, Jan
collection PubMed
description Neuroimaging studies have routinely used hippocampal volume as a measure of Alzheimer’s disease severity, but hippocampal changes occur too late in the disease process for potential therapies to be effective. The entorhinal cortex is one of the first cortical areas affected by Alzheimer’s disease; its neurons are especially vulnerable to neurofibrillary tangles. Entorhinal atrophy also relates to the conversion from non-clinical to clinical Alzheimer’s disease. In neuroimaging, the human entorhinal cortex has so far mostly been considered in its entirety or divided into a medial and a lateral region. Cytoarchitectonic differences provide the opportunity for subfield parcellation. We investigated the entorhinal cortex on a subfield-specific level—at a critical time point of Alzheimer’s disease progression. While MRI allows multidimensional quantitative measurements, only histology provides enough accuracy to determine subfield boundaries—the pre-requisite for quantitative measurements within the entorhinal cortex. This study used histological data to validate ultra-high-resolution 7 Tesla ex vivo MRI and create entorhinal subfield parcellations in a total of 10 pre-clinical Alzheimer’s disease and normal control cases. Using ex vivo MRI, eight entorhinal subfields (olfactory, rostral, medial intermediate, intermediate, lateral rostral, lateral caudal, caudal, and caudal limiting) were characterized for cortical thickness, volume, and pial surface area. Our data indicated no influence of sex, or Braak and Braak staging on volume, cortical thickness, or pial surface area. The volume and pial surface area for mean whole entorhinal cortex were 1131 ± 55.72 mm(3) and 429 ± 22.6 mm(2) (mean ± SEM), respectively. The subfield volume percentages relative to the entire entorhinal cortex were olfactory: 18.73 ± 1.82%, rostral: 14.06 ± 0.63%, lateral rostral: 14.81 ± 1.22%, medial intermediate: 6.72 ± 0.72%, intermediate: 23.36 ± 1.85%, lateral caudal: 5.42 ± 0.33%, caudal: 10.99 ± 1.02%, and caudal limiting: 5.91 ± 0.40% (all mean ± SEM). Olfactory and intermediate subfield revealed the most extensive intra-individual variability (cross-subject variance) in volume and pial surface area. This study provides validated measures. It maps individuality and demonstrates human variability in the entorhinal cortex, providing a baseline for approaches in individualized medicine. Taken together, this study serves as a ground-truth validation study for future in vivo comparisons and treatments.
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spelling pubmed-91283742022-05-25 Quantitative and histologically validated measures of the entorhinal subfields in ex vivo MRI Oltmer, Jan Slepneva, Natalya Llamas Rodriguez, Josue Greve, Douglas N. Williams, Emily M. Wang, Ruopeng Champion, Samantha N. Lang-Orsini, Melanie Nestor, Kimberly Fernandez-Ros, Nídia Fischl, Bruce Frosch, Matthew P. Magnain, Caroline van der Kouwe, Andre J. W. Augustinack, Jean C. Brain Commun Original Article Neuroimaging studies have routinely used hippocampal volume as a measure of Alzheimer’s disease severity, but hippocampal changes occur too late in the disease process for potential therapies to be effective. The entorhinal cortex is one of the first cortical areas affected by Alzheimer’s disease; its neurons are especially vulnerable to neurofibrillary tangles. Entorhinal atrophy also relates to the conversion from non-clinical to clinical Alzheimer’s disease. In neuroimaging, the human entorhinal cortex has so far mostly been considered in its entirety or divided into a medial and a lateral region. Cytoarchitectonic differences provide the opportunity for subfield parcellation. We investigated the entorhinal cortex on a subfield-specific level—at a critical time point of Alzheimer’s disease progression. While MRI allows multidimensional quantitative measurements, only histology provides enough accuracy to determine subfield boundaries—the pre-requisite for quantitative measurements within the entorhinal cortex. This study used histological data to validate ultra-high-resolution 7 Tesla ex vivo MRI and create entorhinal subfield parcellations in a total of 10 pre-clinical Alzheimer’s disease and normal control cases. Using ex vivo MRI, eight entorhinal subfields (olfactory, rostral, medial intermediate, intermediate, lateral rostral, lateral caudal, caudal, and caudal limiting) were characterized for cortical thickness, volume, and pial surface area. Our data indicated no influence of sex, or Braak and Braak staging on volume, cortical thickness, or pial surface area. The volume and pial surface area for mean whole entorhinal cortex were 1131 ± 55.72 mm(3) and 429 ± 22.6 mm(2) (mean ± SEM), respectively. The subfield volume percentages relative to the entire entorhinal cortex were olfactory: 18.73 ± 1.82%, rostral: 14.06 ± 0.63%, lateral rostral: 14.81 ± 1.22%, medial intermediate: 6.72 ± 0.72%, intermediate: 23.36 ± 1.85%, lateral caudal: 5.42 ± 0.33%, caudal: 10.99 ± 1.02%, and caudal limiting: 5.91 ± 0.40% (all mean ± SEM). Olfactory and intermediate subfield revealed the most extensive intra-individual variability (cross-subject variance) in volume and pial surface area. This study provides validated measures. It maps individuality and demonstrates human variability in the entorhinal cortex, providing a baseline for approaches in individualized medicine. Taken together, this study serves as a ground-truth validation study for future in vivo comparisons and treatments. Oxford University Press 2022-03-25 /pmc/articles/PMC9128374/ /pubmed/35620167 http://dx.doi.org/10.1093/braincomms/fcac074 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the Guarantors of Brain. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Oltmer, Jan
Slepneva, Natalya
Llamas Rodriguez, Josue
Greve, Douglas N.
Williams, Emily M.
Wang, Ruopeng
Champion, Samantha N.
Lang-Orsini, Melanie
Nestor, Kimberly
Fernandez-Ros, Nídia
Fischl, Bruce
Frosch, Matthew P.
Magnain, Caroline
van der Kouwe, Andre J. W.
Augustinack, Jean C.
Quantitative and histologically validated measures of the entorhinal subfields in ex vivo MRI
title Quantitative and histologically validated measures of the entorhinal subfields in ex vivo MRI
title_full Quantitative and histologically validated measures of the entorhinal subfields in ex vivo MRI
title_fullStr Quantitative and histologically validated measures of the entorhinal subfields in ex vivo MRI
title_full_unstemmed Quantitative and histologically validated measures of the entorhinal subfields in ex vivo MRI
title_short Quantitative and histologically validated measures of the entorhinal subfields in ex vivo MRI
title_sort quantitative and histologically validated measures of the entorhinal subfields in ex vivo mri
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9128374/
https://www.ncbi.nlm.nih.gov/pubmed/35620167
http://dx.doi.org/10.1093/braincomms/fcac074
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