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The use of Diffusion Kurtosis Imaging for the Differential Diagnosis of Alzheimer’s Disease Spectrum

Structural and diffusion kurtosis imaging (DKI) can be used to assess hippocampal macrostructural and microstructural alterations respectively, in Alzheimer’s disease (AD) spectrum, spanning from subjective cognitive decline (SCD) to mild cognitive impairment (MCI) and AD. In this study, we explored...

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Autores principales: Zhang, Huiqin, Wang, Zuojun, Chan, Koon-Ho, Shea, Yat-Fung, Lee, Chi-Yan, Chiu, Patrick Ka-Chun, Cao, Peng, Mak, Henry Ka-Fung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10137107/
https://www.ncbi.nlm.nih.gov/pubmed/37190560
http://dx.doi.org/10.3390/brainsci13040595
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author Zhang, Huiqin
Wang, Zuojun
Chan, Koon-Ho
Shea, Yat-Fung
Lee, Chi-Yan
Chiu, Patrick Ka-Chun
Cao, Peng
Mak, Henry Ka-Fung
author_facet Zhang, Huiqin
Wang, Zuojun
Chan, Koon-Ho
Shea, Yat-Fung
Lee, Chi-Yan
Chiu, Patrick Ka-Chun
Cao, Peng
Mak, Henry Ka-Fung
author_sort Zhang, Huiqin
collection PubMed
description Structural and diffusion kurtosis imaging (DKI) can be used to assess hippocampal macrostructural and microstructural alterations respectively, in Alzheimer’s disease (AD) spectrum, spanning from subjective cognitive decline (SCD) to mild cognitive impairment (MCI) and AD. In this study, we explored the diagnostic performance of structural imaging and DKI of the hippocampus in the AD spectrum. Eleven SCD, thirty-seven MCI, sixteen AD, and nineteen age- and sex-matched normal controls (NCs) were included. Bilateral hippocampal volume, mean diffusivity (MD), and mean kurtosis (MK) were obtained. We detected that in AD vs. NCs, the right hippocampal volume showed the most prominent AUC value (AUC = 0.977); in MCI vs. NCs, the right hippocampal MD was the most sensitive discriminator (AUC = 0.819); in SCD vs. NCs, the left hippocampal MK was the most sensitive biomarker (AUC = 0.775). These findings suggest that, in the predementia stage (SCD and MCI), hippocampal microstructural changes are predominant, and the best discriminators are microstructural measurements (left hippocampal MK for SCD and right hippocampal MD for MCI); while in the dementia stage (AD), hippocampal macrostructural alterations are superior, and the best indicator is the macrostructural index (right hippocampal volume).
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spelling pubmed-101371072023-04-28 The use of Diffusion Kurtosis Imaging for the Differential Diagnosis of Alzheimer’s Disease Spectrum Zhang, Huiqin Wang, Zuojun Chan, Koon-Ho Shea, Yat-Fung Lee, Chi-Yan Chiu, Patrick Ka-Chun Cao, Peng Mak, Henry Ka-Fung Brain Sci Article Structural and diffusion kurtosis imaging (DKI) can be used to assess hippocampal macrostructural and microstructural alterations respectively, in Alzheimer’s disease (AD) spectrum, spanning from subjective cognitive decline (SCD) to mild cognitive impairment (MCI) and AD. In this study, we explored the diagnostic performance of structural imaging and DKI of the hippocampus in the AD spectrum. Eleven SCD, thirty-seven MCI, sixteen AD, and nineteen age- and sex-matched normal controls (NCs) were included. Bilateral hippocampal volume, mean diffusivity (MD), and mean kurtosis (MK) were obtained. We detected that in AD vs. NCs, the right hippocampal volume showed the most prominent AUC value (AUC = 0.977); in MCI vs. NCs, the right hippocampal MD was the most sensitive discriminator (AUC = 0.819); in SCD vs. NCs, the left hippocampal MK was the most sensitive biomarker (AUC = 0.775). These findings suggest that, in the predementia stage (SCD and MCI), hippocampal microstructural changes are predominant, and the best discriminators are microstructural measurements (left hippocampal MK for SCD and right hippocampal MD for MCI); while in the dementia stage (AD), hippocampal macrostructural alterations are superior, and the best indicator is the macrostructural index (right hippocampal volume). MDPI 2023-03-31 /pmc/articles/PMC10137107/ /pubmed/37190560 http://dx.doi.org/10.3390/brainsci13040595 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhang, Huiqin
Wang, Zuojun
Chan, Koon-Ho
Shea, Yat-Fung
Lee, Chi-Yan
Chiu, Patrick Ka-Chun
Cao, Peng
Mak, Henry Ka-Fung
The use of Diffusion Kurtosis Imaging for the Differential Diagnosis of Alzheimer’s Disease Spectrum
title The use of Diffusion Kurtosis Imaging for the Differential Diagnosis of Alzheimer’s Disease Spectrum
title_full The use of Diffusion Kurtosis Imaging for the Differential Diagnosis of Alzheimer’s Disease Spectrum
title_fullStr The use of Diffusion Kurtosis Imaging for the Differential Diagnosis of Alzheimer’s Disease Spectrum
title_full_unstemmed The use of Diffusion Kurtosis Imaging for the Differential Diagnosis of Alzheimer’s Disease Spectrum
title_short The use of Diffusion Kurtosis Imaging for the Differential Diagnosis of Alzheimer’s Disease Spectrum
title_sort use of diffusion kurtosis imaging for the differential diagnosis of alzheimer’s disease spectrum
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10137107/
https://www.ncbi.nlm.nih.gov/pubmed/37190560
http://dx.doi.org/10.3390/brainsci13040595
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