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Multicenter Tract-Based Analysis of Microstructural Lesions within the Alzheimer’s Disease Spectrum: Association with Amyloid Pathology and Diagnostic Usefulness
Diffusion changes as determined by diffusion tensor imaging are potential indicators of microstructural lesions in people with mild cognitive impairment (MCI), prodromal Alzheimer’s disease (AD), and AD dementia. Here we extended the scope of analysis toward subjective cognitive complaints as a pre-...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
IOS Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6918918/ https://www.ncbi.nlm.nih.gov/pubmed/31594223 http://dx.doi.org/10.3233/JAD-190446 |
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author | Teipel, Stefan J. Kuper-Smith, Jan O. Bartels, Claudia Brosseron, Frederic Buchmann, Martina Buerger, Katharina Catak, Cihan Janowitz, Daniel Dechent, Peter Dobisch, Laura Ertl-Wagner, Birgit Fließbach, Klaus Haynes, John-Dylan Heneka, Michael T. Kilimann, Ingo Laske, Christoph Li, Siyao Menne, Felix Metzger, Coraline D. Priller, Josef Pross, Verena Ramirez, Alfredo Scheffler, Klaus Schneider, Anja Spottke, Annika Spruth, Eike J. Wagner, Michael Wiltfang, Jens Wolfsgruber, Steffen Düzel, Emrah Jessen, Frank Dyrba, Martin |
author_facet | Teipel, Stefan J. Kuper-Smith, Jan O. Bartels, Claudia Brosseron, Frederic Buchmann, Martina Buerger, Katharina Catak, Cihan Janowitz, Daniel Dechent, Peter Dobisch, Laura Ertl-Wagner, Birgit Fließbach, Klaus Haynes, John-Dylan Heneka, Michael T. Kilimann, Ingo Laske, Christoph Li, Siyao Menne, Felix Metzger, Coraline D. Priller, Josef Pross, Verena Ramirez, Alfredo Scheffler, Klaus Schneider, Anja Spottke, Annika Spruth, Eike J. Wagner, Michael Wiltfang, Jens Wolfsgruber, Steffen Düzel, Emrah Jessen, Frank Dyrba, Martin |
author_sort | Teipel, Stefan J. |
collection | PubMed |
description | Diffusion changes as determined by diffusion tensor imaging are potential indicators of microstructural lesions in people with mild cognitive impairment (MCI), prodromal Alzheimer’s disease (AD), and AD dementia. Here we extended the scope of analysis toward subjective cognitive complaints as a pre-MCI at risk stage of AD. In a cohort of 271 participants of the prospective DELCODE study, including 93 healthy controls and 98 subjective cognitive decline (SCD), 45 MCI, and 35 AD dementia cases, we found reductions of fiber tract integrity in limbic and association fiber tracts in MCI and AD dementia compared with controls in a tract-based analysis (p < 0.05, family wise error corrected). In contrast, people with SCD showed spatially restricted white matter alterations only for the mode of anisotropy and only at an uncorrected level of significance. DTI parameters yielded a high cross-validated diagnostic accuracy of almost 80% for the clinical diagnosis of MCI and the discrimination of Aβ positive MCI cases from Aβ negative controls. In contrast, DTI parameters reached only random level accuracy for the discrimination between Aβ positive SCD and control cases from Aβ negative controls. These findings suggest that in prodromal stages of AD, such as in Aβ positive MCI, multicenter DTI with prospectively harmonized acquisition parameters yields diagnostic accuracy meeting the criteria for a useful biomarker. In contrast, automated tract-based analysis of DTI parameters is not useful for the identification of preclinical AD, including Aβ positive SCD and control cases. |
format | Online Article Text |
id | pubmed-6918918 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | IOS Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-69189182019-12-20 Multicenter Tract-Based Analysis of Microstructural Lesions within the Alzheimer’s Disease Spectrum: Association with Amyloid Pathology and Diagnostic Usefulness Teipel, Stefan J. Kuper-Smith, Jan O. Bartels, Claudia Brosseron, Frederic Buchmann, Martina Buerger, Katharina Catak, Cihan Janowitz, Daniel Dechent, Peter Dobisch, Laura Ertl-Wagner, Birgit Fließbach, Klaus Haynes, John-Dylan Heneka, Michael T. Kilimann, Ingo Laske, Christoph Li, Siyao Menne, Felix Metzger, Coraline D. Priller, Josef Pross, Verena Ramirez, Alfredo Scheffler, Klaus Schneider, Anja Spottke, Annika Spruth, Eike J. Wagner, Michael Wiltfang, Jens Wolfsgruber, Steffen Düzel, Emrah Jessen, Frank Dyrba, Martin J Alzheimers Dis Research Article Diffusion changes as determined by diffusion tensor imaging are potential indicators of microstructural lesions in people with mild cognitive impairment (MCI), prodromal Alzheimer’s disease (AD), and AD dementia. Here we extended the scope of analysis toward subjective cognitive complaints as a pre-MCI at risk stage of AD. In a cohort of 271 participants of the prospective DELCODE study, including 93 healthy controls and 98 subjective cognitive decline (SCD), 45 MCI, and 35 AD dementia cases, we found reductions of fiber tract integrity in limbic and association fiber tracts in MCI and AD dementia compared with controls in a tract-based analysis (p < 0.05, family wise error corrected). In contrast, people with SCD showed spatially restricted white matter alterations only for the mode of anisotropy and only at an uncorrected level of significance. DTI parameters yielded a high cross-validated diagnostic accuracy of almost 80% for the clinical diagnosis of MCI and the discrimination of Aβ positive MCI cases from Aβ negative controls. In contrast, DTI parameters reached only random level accuracy for the discrimination between Aβ positive SCD and control cases from Aβ negative controls. These findings suggest that in prodromal stages of AD, such as in Aβ positive MCI, multicenter DTI with prospectively harmonized acquisition parameters yields diagnostic accuracy meeting the criteria for a useful biomarker. In contrast, automated tract-based analysis of DTI parameters is not useful for the identification of preclinical AD, including Aβ positive SCD and control cases. IOS Press 2019-11-12 /pmc/articles/PMC6918918/ /pubmed/31594223 http://dx.doi.org/10.3233/JAD-190446 Text en © 2019 – IOS Press and the authors. All rights reserved https://creativecommons.org/licenses/by-nc/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial (CC BY-NC 4.0) License (https://creativecommons.org/licenses/by-nc/4.0/) , which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Teipel, Stefan J. Kuper-Smith, Jan O. Bartels, Claudia Brosseron, Frederic Buchmann, Martina Buerger, Katharina Catak, Cihan Janowitz, Daniel Dechent, Peter Dobisch, Laura Ertl-Wagner, Birgit Fließbach, Klaus Haynes, John-Dylan Heneka, Michael T. Kilimann, Ingo Laske, Christoph Li, Siyao Menne, Felix Metzger, Coraline D. Priller, Josef Pross, Verena Ramirez, Alfredo Scheffler, Klaus Schneider, Anja Spottke, Annika Spruth, Eike J. Wagner, Michael Wiltfang, Jens Wolfsgruber, Steffen Düzel, Emrah Jessen, Frank Dyrba, Martin Multicenter Tract-Based Analysis of Microstructural Lesions within the Alzheimer’s Disease Spectrum: Association with Amyloid Pathology and Diagnostic Usefulness |
title | Multicenter Tract-Based Analysis of Microstructural Lesions within the Alzheimer’s Disease Spectrum: Association with Amyloid Pathology and Diagnostic Usefulness |
title_full | Multicenter Tract-Based Analysis of Microstructural Lesions within the Alzheimer’s Disease Spectrum: Association with Amyloid Pathology and Diagnostic Usefulness |
title_fullStr | Multicenter Tract-Based Analysis of Microstructural Lesions within the Alzheimer’s Disease Spectrum: Association with Amyloid Pathology and Diagnostic Usefulness |
title_full_unstemmed | Multicenter Tract-Based Analysis of Microstructural Lesions within the Alzheimer’s Disease Spectrum: Association with Amyloid Pathology and Diagnostic Usefulness |
title_short | Multicenter Tract-Based Analysis of Microstructural Lesions within the Alzheimer’s Disease Spectrum: Association with Amyloid Pathology and Diagnostic Usefulness |
title_sort | multicenter tract-based analysis of microstructural lesions within the alzheimer’s disease spectrum: association with amyloid pathology and diagnostic usefulness |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6918918/ https://www.ncbi.nlm.nih.gov/pubmed/31594223 http://dx.doi.org/10.3233/JAD-190446 |
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