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Investigating the clinico-anatomical dissociation in the behavioral variant of Alzheimer disease
BACKGROUND: We previously found temporoparietal-predominant atrophy patterns in the behavioral variant of Alzheimer’s disease (bvAD), with relative sparing of frontal regions. Here, we aimed to understand the clinico-anatomical dissociation in bvAD based on alternative neuroimaging markers. METHODS:...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7666520/ https://www.ncbi.nlm.nih.gov/pubmed/33189136 http://dx.doi.org/10.1186/s13195-020-00717-z |
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author | Singleton, Ellen H. Pijnenburg, Yolande A. L. Sudre, Carole H. Groot, Colin Kochova, Elena Barkhof, Frederik La Joie, Renaud Rosen, Howard J. Seeley, William W. Miller, Bruce Cardoso, M. Jorge Papma, Janne Scheltens, Philip Rabinovici, Gil D. Ossenkoppele, Rik |
author_facet | Singleton, Ellen H. Pijnenburg, Yolande A. L. Sudre, Carole H. Groot, Colin Kochova, Elena Barkhof, Frederik La Joie, Renaud Rosen, Howard J. Seeley, William W. Miller, Bruce Cardoso, M. Jorge Papma, Janne Scheltens, Philip Rabinovici, Gil D. Ossenkoppele, Rik |
author_sort | Singleton, Ellen H. |
collection | PubMed |
description | BACKGROUND: We previously found temporoparietal-predominant atrophy patterns in the behavioral variant of Alzheimer’s disease (bvAD), with relative sparing of frontal regions. Here, we aimed to understand the clinico-anatomical dissociation in bvAD based on alternative neuroimaging markers. METHODS: We retrospectively included 150 participants, including 29 bvAD, 28 “typical” amnestic-predominant AD (tAD), 28 behavioral variant of frontotemporal dementia (bvFTD), and 65 cognitively normal participants. Patients with bvAD were compared with other diagnostic groups on glucose metabolism and metabolic connectivity measured by [(18)F]FDG-PET, and on subcortical gray matter and white matter hyperintensity (WMH) volumes measured by MRI. A receiver-operating-characteristic-analysis was performed to determine the neuroimaging measures with highest diagnostic accuracy. RESULTS: bvAD and tAD showed predominant temporoparietal hypometabolism compared to controls, and did not differ in direct contrasts. However, overlaying statistical maps from contrasts between patients and controls revealed broader frontoinsular hypometabolism in bvAD than tAD, partially overlapping with bvFTD. bvAD showed greater anterior default mode network (DMN) involvement than tAD, mimicking bvFTD, and reduced connectivity of the posterior cingulate cortex with prefrontal regions. Analyses of WMH and subcortical volume showed closer resemblance of bvAD to tAD than to bvFTD, and larger amygdalar volumes in bvAD than tAD respectively. The top-3 discriminators for bvAD vs. bvFTD were FDG posterior-DMN-ratios (bvAD<bvFTD), MRI posterior-DMN-ratios (bvAD<bvFTD), MRI salience-network-ratios (bvAD>bvFTD, area under the curve [AUC] range 0.85–0.91, all p < 0.001). The top-3 for bvAD vs. tAD were amygdalar volume (bvAD>tAD), MRI anterior-DMN-ratios (bvAD<tAD), FDG anterior-DMN-ratios (bvAD<tAD, AUC range 0.71–0.84, all p < 0.05). CONCLUSIONS: Subtle frontoinsular hypometabolism and anterior DMN involvement may underlie the prominent behavioral phenotype in bvAD. |
format | Online Article Text |
id | pubmed-7666520 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-76665202020-11-16 Investigating the clinico-anatomical dissociation in the behavioral variant of Alzheimer disease Singleton, Ellen H. Pijnenburg, Yolande A. L. Sudre, Carole H. Groot, Colin Kochova, Elena Barkhof, Frederik La Joie, Renaud Rosen, Howard J. Seeley, William W. Miller, Bruce Cardoso, M. Jorge Papma, Janne Scheltens, Philip Rabinovici, Gil D. Ossenkoppele, Rik Alzheimers Res Ther Research BACKGROUND: We previously found temporoparietal-predominant atrophy patterns in the behavioral variant of Alzheimer’s disease (bvAD), with relative sparing of frontal regions. Here, we aimed to understand the clinico-anatomical dissociation in bvAD based on alternative neuroimaging markers. METHODS: We retrospectively included 150 participants, including 29 bvAD, 28 “typical” amnestic-predominant AD (tAD), 28 behavioral variant of frontotemporal dementia (bvFTD), and 65 cognitively normal participants. Patients with bvAD were compared with other diagnostic groups on glucose metabolism and metabolic connectivity measured by [(18)F]FDG-PET, and on subcortical gray matter and white matter hyperintensity (WMH) volumes measured by MRI. A receiver-operating-characteristic-analysis was performed to determine the neuroimaging measures with highest diagnostic accuracy. RESULTS: bvAD and tAD showed predominant temporoparietal hypometabolism compared to controls, and did not differ in direct contrasts. However, overlaying statistical maps from contrasts between patients and controls revealed broader frontoinsular hypometabolism in bvAD than tAD, partially overlapping with bvFTD. bvAD showed greater anterior default mode network (DMN) involvement than tAD, mimicking bvFTD, and reduced connectivity of the posterior cingulate cortex with prefrontal regions. Analyses of WMH and subcortical volume showed closer resemblance of bvAD to tAD than to bvFTD, and larger amygdalar volumes in bvAD than tAD respectively. The top-3 discriminators for bvAD vs. bvFTD were FDG posterior-DMN-ratios (bvAD<bvFTD), MRI posterior-DMN-ratios (bvAD<bvFTD), MRI salience-network-ratios (bvAD>bvFTD, area under the curve [AUC] range 0.85–0.91, all p < 0.001). The top-3 for bvAD vs. tAD were amygdalar volume (bvAD>tAD), MRI anterior-DMN-ratios (bvAD<tAD), FDG anterior-DMN-ratios (bvAD<tAD, AUC range 0.71–0.84, all p < 0.05). CONCLUSIONS: Subtle frontoinsular hypometabolism and anterior DMN involvement may underlie the prominent behavioral phenotype in bvAD. BioMed Central 2020-11-14 /pmc/articles/PMC7666520/ /pubmed/33189136 http://dx.doi.org/10.1186/s13195-020-00717-z Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Singleton, Ellen H. Pijnenburg, Yolande A. L. Sudre, Carole H. Groot, Colin Kochova, Elena Barkhof, Frederik La Joie, Renaud Rosen, Howard J. Seeley, William W. Miller, Bruce Cardoso, M. Jorge Papma, Janne Scheltens, Philip Rabinovici, Gil D. Ossenkoppele, Rik Investigating the clinico-anatomical dissociation in the behavioral variant of Alzheimer disease |
title | Investigating the clinico-anatomical dissociation in the behavioral variant of Alzheimer disease |
title_full | Investigating the clinico-anatomical dissociation in the behavioral variant of Alzheimer disease |
title_fullStr | Investigating the clinico-anatomical dissociation in the behavioral variant of Alzheimer disease |
title_full_unstemmed | Investigating the clinico-anatomical dissociation in the behavioral variant of Alzheimer disease |
title_short | Investigating the clinico-anatomical dissociation in the behavioral variant of Alzheimer disease |
title_sort | investigating the clinico-anatomical dissociation in the behavioral variant of alzheimer disease |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7666520/ https://www.ncbi.nlm.nih.gov/pubmed/33189136 http://dx.doi.org/10.1186/s13195-020-00717-z |
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