Microstructural and Cerebral Blood Flow Abnormalities in Subjective Cognitive Decline Plus: Diffusional Kurtosis Imaging and Three-Dimensional Arterial Spin Labeling Study
Objective: To explore microstructural and cerebral blood flow (CBF) abnormalities in individuals with subjective cognitive decline plus (SCD plus) using diffusional kurtosis imaging (DKI) and three-dimensional (3D) arterial spin labeling (ASL).Methods: Twenty-seven patients with SCD plus, 31 patient...
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2021-02-01
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doaj-9f60d4304b4a4a39813908a3ef2fae4a2021-02-01T04:23:35ZengFrontiers Media S.A.Frontiers in Aging Neuroscience1663-43652021-02-011310.3389/fnagi.2021.625843625843Microstructural and Cerebral Blood Flow Abnormalities in Subjective Cognitive Decline Plus: Diffusional Kurtosis Imaging and Three-Dimensional Arterial Spin Labeling StudyZhongxian Yang0Zhongxian Yang1Yu Rong2Yu Rong3Zhen Cao4Yi Wu5Xinzhu Zhao6Qiuxia Xie7Min Luo8Yubao Liu9Medical Imaging Center, Shenzhen Hospital, Southern Medical University, Shenzhen, ChinaMedical Imaging Center, The Second Affiliated Hospital, Medical College of Shantou University, Shantou, ChinaMedical Imaging Center, The Second Affiliated Hospital, Medical College of Shantou University, Shantou, ChinaDepartment of Neurology, The People's Hospital of Gaozhou City, Maoming, ChinaMedical Imaging Center, The Second Affiliated Hospital, Medical College of Shantou University, Shantou, ChinaDepartment of Neurology, Shantou Central Hospital and Affiliated Shantou Hospital of Sun Yat-sen University, Shantou, ChinaMedical Imaging Center, Shenzhen Hospital, Southern Medical University, Shenzhen, ChinaMedical Imaging Center, Shenzhen Hospital, Southern Medical University, Shenzhen, ChinaMedical Imaging Center, Shenzhen Hospital, Southern Medical University, Shenzhen, ChinaMedical Imaging Center, Shenzhen Hospital, Southern Medical University, Shenzhen, ChinaObjective: To explore microstructural and cerebral blood flow (CBF) abnormalities in individuals with subjective cognitive decline plus (SCD plus) using diffusional kurtosis imaging (DKI) and three-dimensional (3D) arterial spin labeling (ASL).Methods: Twenty-seven patients with SCD plus, 31 patients with amnestic mild cognitive impairment (aMCI), and 33 elderly controls (ECs) were recruited and underwent DKI and 3D ASL using a GE 3.0-T MRI. Mean kurtosis (MK), fractional anisotropy (FA), mean diffusivity (MD), and CBF values were acquired from 24 regions of interest (ROIs) in the brain, including the bilateral hippocampal (Hip) subregions (head, body, and tail), posterior cingulate cortex (PCC), precuneus, dorsal thalamus subregions (anterior nucleus, ventrolateral nucleus, and medial nucleus), lenticular nucleus, caput nuclei caudati, white matter (WM) of the frontal lobe, and WM of the occipital lobe. Pearson's correlation analysis was performed to assess the relationships among the DKI-derived parameters, CBF values, and key neuropsychological tests for SCD plus.Results: Compared with ECs, participants with SCD plus showed a significant decline in MK and CBF values, mainly in the Hip head and PCC, and participants with aMCI exhibited more significant abnormalities in the MK and CBF values than individuals with ECs and SCD plus in multiple regions. Combined MK values showed better discrimination between patients with SCD plus and ECs than that obtained using CBF levels, with areas under the receiver operating characteristic (ROC) curve (AUC) of 0.874 and 0.837, respectively. Similarly, the AUC in discriminating SCD plus from aMCI patients obtained using combined MK values was 0.823, which was also higher than the combined AUC of 0.779 obtained using CBF values. Moreover, MK levels in the left Hip (h) and left PCC positively correlated with the auditory verbal learning test-delayed recall (AVLT-DR) score in participants with SCD plus. By contrast, only the CBF value in the left Hip head positively correlated with the AVLT-DR score.Conclusions: Our results provide new evidence of microstructural and CBF changes in patients with SCD plus. MK may be used as an early potential neuroimaging biomarker and may be a more sensitive DKI parameter than CBF at the very early stage of Alzheimer's disease (AD).https://www.frontiersin.org/articles/10.3389/fnagi.2021.625843/fulldiffusional kurtosis imagingarterial spin labelingsubjective cognitive decline plusmild cognitive impairmentAlzheimer's disease |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zhongxian Yang Zhongxian Yang Yu Rong Yu Rong Zhen Cao Yi Wu Xinzhu Zhao Qiuxia Xie Min Luo Yubao Liu |
spellingShingle |
Zhongxian Yang Zhongxian Yang Yu Rong Yu Rong Zhen Cao Yi Wu Xinzhu Zhao Qiuxia Xie Min Luo Yubao Liu Microstructural and Cerebral Blood Flow Abnormalities in Subjective Cognitive Decline Plus: Diffusional Kurtosis Imaging and Three-Dimensional Arterial Spin Labeling Study Frontiers in Aging Neuroscience diffusional kurtosis imaging arterial spin labeling subjective cognitive decline plus mild cognitive impairment Alzheimer's disease |
author_facet |
Zhongxian Yang Zhongxian Yang Yu Rong Yu Rong Zhen Cao Yi Wu Xinzhu Zhao Qiuxia Xie Min Luo Yubao Liu |
author_sort |
Zhongxian Yang |
title |
Microstructural and Cerebral Blood Flow Abnormalities in Subjective Cognitive Decline Plus: Diffusional Kurtosis Imaging and Three-Dimensional Arterial Spin Labeling Study |
title_short |
Microstructural and Cerebral Blood Flow Abnormalities in Subjective Cognitive Decline Plus: Diffusional Kurtosis Imaging and Three-Dimensional Arterial Spin Labeling Study |
title_full |
Microstructural and Cerebral Blood Flow Abnormalities in Subjective Cognitive Decline Plus: Diffusional Kurtosis Imaging and Three-Dimensional Arterial Spin Labeling Study |
title_fullStr |
Microstructural and Cerebral Blood Flow Abnormalities in Subjective Cognitive Decline Plus: Diffusional Kurtosis Imaging and Three-Dimensional Arterial Spin Labeling Study |
title_full_unstemmed |
Microstructural and Cerebral Blood Flow Abnormalities in Subjective Cognitive Decline Plus: Diffusional Kurtosis Imaging and Three-Dimensional Arterial Spin Labeling Study |
title_sort |
microstructural and cerebral blood flow abnormalities in subjective cognitive decline plus: diffusional kurtosis imaging and three-dimensional arterial spin labeling study |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Aging Neuroscience |
issn |
1663-4365 |
publishDate |
2021-02-01 |
description |
Objective: To explore microstructural and cerebral blood flow (CBF) abnormalities in individuals with subjective cognitive decline plus (SCD plus) using diffusional kurtosis imaging (DKI) and three-dimensional (3D) arterial spin labeling (ASL).Methods: Twenty-seven patients with SCD plus, 31 patients with amnestic mild cognitive impairment (aMCI), and 33 elderly controls (ECs) were recruited and underwent DKI and 3D ASL using a GE 3.0-T MRI. Mean kurtosis (MK), fractional anisotropy (FA), mean diffusivity (MD), and CBF values were acquired from 24 regions of interest (ROIs) in the brain, including the bilateral hippocampal (Hip) subregions (head, body, and tail), posterior cingulate cortex (PCC), precuneus, dorsal thalamus subregions (anterior nucleus, ventrolateral nucleus, and medial nucleus), lenticular nucleus, caput nuclei caudati, white matter (WM) of the frontal lobe, and WM of the occipital lobe. Pearson's correlation analysis was performed to assess the relationships among the DKI-derived parameters, CBF values, and key neuropsychological tests for SCD plus.Results: Compared with ECs, participants with SCD plus showed a significant decline in MK and CBF values, mainly in the Hip head and PCC, and participants with aMCI exhibited more significant abnormalities in the MK and CBF values than individuals with ECs and SCD plus in multiple regions. Combined MK values showed better discrimination between patients with SCD plus and ECs than that obtained using CBF levels, with areas under the receiver operating characteristic (ROC) curve (AUC) of 0.874 and 0.837, respectively. Similarly, the AUC in discriminating SCD plus from aMCI patients obtained using combined MK values was 0.823, which was also higher than the combined AUC of 0.779 obtained using CBF values. Moreover, MK levels in the left Hip (h) and left PCC positively correlated with the auditory verbal learning test-delayed recall (AVLT-DR) score in participants with SCD plus. By contrast, only the CBF value in the left Hip head positively correlated with the AVLT-DR score.Conclusions: Our results provide new evidence of microstructural and CBF changes in patients with SCD plus. MK may be used as an early potential neuroimaging biomarker and may be a more sensitive DKI parameter than CBF at the very early stage of Alzheimer's disease (AD). |
topic |
diffusional kurtosis imaging arterial spin labeling subjective cognitive decline plus mild cognitive impairment Alzheimer's disease |
url |
https://www.frontiersin.org/articles/10.3389/fnagi.2021.625843/full |
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