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Tau as a biomarker of cognitive impairment and neuropsychiatric symptom in Alzheimer's disease
The A/T/N research framework has been proposed for the diagnosis and prognosis of Alzheimer's disease (AD). However, the spatial distribution of ATN biomarkers and their relationship with cognitive impairment and neuropsychiatric symptoms (NPS) need further clarification in patients with AD. We...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9842886/ https://www.ncbi.nlm.nih.gov/pubmed/36647262 http://dx.doi.org/10.1002/hbm.26043 |
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author | Dang, Mingxi Chen, Qian Zhao, Xiaobin Chen, Kewei Li, Xin Zhang, Junying Lu, Jie Ai, Lin Chen, Yaojing Zhang, Zhanjun |
author_facet | Dang, Mingxi Chen, Qian Zhao, Xiaobin Chen, Kewei Li, Xin Zhang, Junying Lu, Jie Ai, Lin Chen, Yaojing Zhang, Zhanjun |
author_sort | Dang, Mingxi |
collection | PubMed |
description | The A/T/N research framework has been proposed for the diagnosis and prognosis of Alzheimer's disease (AD). However, the spatial distribution of ATN biomarkers and their relationship with cognitive impairment and neuropsychiatric symptoms (NPS) need further clarification in patients with AD. We scanned 83 AD patients and 38 cognitively normal controls who independently completed the mini‐mental state examination and Neuropsychiatric Inventory scales. Tau, Aβ, and hypometabolism spatial patterns were characterized using Statistical Parametric Mapping together with [18F]flortaucipir, [18F]florbetapir, and [18F]FDG positron emission tomography. Piecewise linear regression, two‐sample t‐tests, and support vector machine algorithms were used to explore the relationship between tau, Aβ, and hypometabolism and cognition, NPS, and AD diagnosis. The results showed that regions with tau deposition are region‐specific and mainly occurred in inferior temporal lobes in AD, which extensively overlaps with the hypometabolic regions. While the deposition regions of Aβ were unique and the regions affected by hypometabolism were widely distributed. Unlike Aβ, tau and hypometabolism build up monotonically with increasing cognitive impairment in the late stages of AD. In addition, NPS in AD were associated with tau deposition closely, followed by hypometabolism, but not with Aβ. Finally, hypometabolism and tau had higher accuracy in differentiating the AD patients from controls (accuracy = 0.88, accuracy = 0.85) than Aβ (accuracy = 0.81), and the combined three were the highest (accuracy = 0.95). These findings suggest tau pathology is superior over Aβ and glucose metabolism to identify cognitive impairment and NPS. Its results support tau accumulation can be used as a biomarker of clinical impairment in AD. |
format | Online Article Text |
id | pubmed-9842886 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98428862023-01-23 Tau as a biomarker of cognitive impairment and neuropsychiatric symptom in Alzheimer's disease Dang, Mingxi Chen, Qian Zhao, Xiaobin Chen, Kewei Li, Xin Zhang, Junying Lu, Jie Ai, Lin Chen, Yaojing Zhang, Zhanjun Hum Brain Mapp Research Articles The A/T/N research framework has been proposed for the diagnosis and prognosis of Alzheimer's disease (AD). However, the spatial distribution of ATN biomarkers and their relationship with cognitive impairment and neuropsychiatric symptoms (NPS) need further clarification in patients with AD. We scanned 83 AD patients and 38 cognitively normal controls who independently completed the mini‐mental state examination and Neuropsychiatric Inventory scales. Tau, Aβ, and hypometabolism spatial patterns were characterized using Statistical Parametric Mapping together with [18F]flortaucipir, [18F]florbetapir, and [18F]FDG positron emission tomography. Piecewise linear regression, two‐sample t‐tests, and support vector machine algorithms were used to explore the relationship between tau, Aβ, and hypometabolism and cognition, NPS, and AD diagnosis. The results showed that regions with tau deposition are region‐specific and mainly occurred in inferior temporal lobes in AD, which extensively overlaps with the hypometabolic regions. While the deposition regions of Aβ were unique and the regions affected by hypometabolism were widely distributed. Unlike Aβ, tau and hypometabolism build up monotonically with increasing cognitive impairment in the late stages of AD. In addition, NPS in AD were associated with tau deposition closely, followed by hypometabolism, but not with Aβ. Finally, hypometabolism and tau had higher accuracy in differentiating the AD patients from controls (accuracy = 0.88, accuracy = 0.85) than Aβ (accuracy = 0.81), and the combined three were the highest (accuracy = 0.95). These findings suggest tau pathology is superior over Aβ and glucose metabolism to identify cognitive impairment and NPS. Its results support tau accumulation can be used as a biomarker of clinical impairment in AD. John Wiley & Sons, Inc. 2022-08-14 /pmc/articles/PMC9842886/ /pubmed/36647262 http://dx.doi.org/10.1002/hbm.26043 Text en © 2022 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Research Articles Dang, Mingxi Chen, Qian Zhao, Xiaobin Chen, Kewei Li, Xin Zhang, Junying Lu, Jie Ai, Lin Chen, Yaojing Zhang, Zhanjun Tau as a biomarker of cognitive impairment and neuropsychiatric symptom in Alzheimer's disease |
title | Tau as a biomarker of cognitive impairment and neuropsychiatric symptom in Alzheimer's disease |
title_full | Tau as a biomarker of cognitive impairment and neuropsychiatric symptom in Alzheimer's disease |
title_fullStr | Tau as a biomarker of cognitive impairment and neuropsychiatric symptom in Alzheimer's disease |
title_full_unstemmed | Tau as a biomarker of cognitive impairment and neuropsychiatric symptom in Alzheimer's disease |
title_short | Tau as a biomarker of cognitive impairment and neuropsychiatric symptom in Alzheimer's disease |
title_sort | tau as a biomarker of cognitive impairment and neuropsychiatric symptom in alzheimer's disease |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9842886/ https://www.ncbi.nlm.nih.gov/pubmed/36647262 http://dx.doi.org/10.1002/hbm.26043 |
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