Potential Diagnostic Applications of Multi-Delay Arterial Spin Labeling in Early Alzheimer's Disease: The Chinese Imaging, Biomarkers, and Lifestyle Study

被引:10
|
作者
Sun, Mengfan [1 ]
Wang, Yan-Li [1 ,2 ]
Li, Runzhi [1 ]
Jiang, Jiwei [1 ]
Zhang, Yanling [3 ]
Li, Wenyi [1 ]
Zhang, Yuan [1 ]
Jia, Ziyan [1 ]
Chappell, Michael [4 ,5 ]
Xu, Jun [1 ,2 ]
机构
[1] Capital Med Univ, Beijing Tiantan Hosp, Dept Neurol, Beijing, Peoples R China
[2] Capital Med Univ, Beijing Tiantan Hosp, China Natl Clin Res Ctr Neurol Dis, Beijing, Peoples R China
[3] Capital Med Univ, Beijing Tiantan Hosp, Dept Radiol, Beijing, Peoples R China
[4] Univ Nottingham, Mental Hlth & Clin Neurosci & Sir Peter Mansfield, Sch Med, Nottingham, England
[5] Univ Nottingham, Nottingham Biomed Res Ctr, Queens Med Ctr, Nottingham, England
基金
中国国家自然科学基金; 北京市自然科学基金; 英国工程与自然科学研究理事会;
关键词
Alzheimer's disease; mild cognitive impairment; diagnosis; multi-delay arterial spin labeling; cerebral blood flow; arterial transit time; CEREBRAL-BLOOD-FLOW; MILD COGNITIVE IMPAIRMENT; NEUROVASCULAR DYSFUNCTION; ASSOCIATION WORKGROUPS; NATIONAL INSTITUTE; PERFUSION MRI; FOLLOW-UP; DECLINE; NEURODEGENERATION; DEMENTIA;
D O I
10.3389/fnins.2022.934471
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
BackgroundCerebral blood flow (CBF) alterations are involved in the onset and progression of Alzheimer's disease (AD) and can be a potential biomarker. However, CBF measured by single-delay arterial spin labeling (ASL) for discrimination of mild cognitive impairment (MCI, an early stage of AD) was lack of accuracy. Multi-delay ASL can not only provide CBF quantification but also provide arterial transit time (ATT). Unfortunately, the technique was scarcely applied to the diagnosis of AD. Here, we detected the utility of ASL with 1-delay and 7-delay in ten regions of interest (ROIs) to identify MCI and AD. Materials and MethodsPseudocontinuous ASL (pCASL) MRI was acquired on a 3T GE scanner in adults from the Chinese Imaging, Biomarkers, and Lifestyle (CIBL) Study of AD cohort, including 26 normal cognition (NC), 37 MCI, and 39 AD. Receiver operating characteristic (ROC) analyses with 1-delay and 7-delay ASL were performed for the identification of MCI and AD. The DeLong test was used to compare ROC curves. ResultsFor CBF of 1-delay or 7-delay the AUCs showed moderate-high performance for the AD/NC and AD/MCI comparisons (AUC = 0.83 similar to 0.96) (p < 0.001). CBF of 1-delay performed poorly in MCI/NC comparison (AUC = 0.69) (p < 0.001), but CBF of 7-delay fared well with an AUC of 0.79 (p < 0.001). The combination of CBF and ATT of 7-delay showed higher performance for AD/NC, AD/MCI, and MCI/NC comparisons with AUCs of 0.96, 0.89, and 0.89, respectively (p < 0.001). Furthermore, combination of CBF, ATT, sex, age, APOE epsilon 4, and education improved further the accuracy (p < 0.001). In subgroups analyses, there were no significant differences in CBF of 7-delay ASL for identification of AD or MCI between age subgroups (p > 0.05). ConclusionThe combination of CBF and ATT with 7-delay ASL showed higher performance for identification of MCI than CBF of 1-delay, when adding to sex, age, APOE epsilon 4 carrier status, and education years, the diagnostic performance was further increased, presenting a potential imaging biomarker in early AD.
引用
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页数:9
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