Effects of the Fasting-Postprandial State on Arterial Spin Labeling MRI-Based Cerebral Perfusion Quantification in Alzheimer's Disease.

Journal: Journal of magnetic resonance imaging : JMRI

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Affiliated Institutions:  Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China. Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China. Health Management Center, Beijing Tiantan Hospital, Capital Medical University, Beijing, China. Jingjinji National Center of Technology Innovation, Beijing, China. BioMind Inc, Beijing, China. Department of Neurology, Shanxi Provincial People's Hospital, The Fifth Clinical Medical College of Shanxi Medical University, Taiyuan, China. Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, UK. Mental Health and Clinical Neurosciences and Sir Peter Mansfield Imaging Centre, School of Medicine, University of Nottingham, Nottingham, UK. Department of Gastrointestinal Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.

Abstract summary 

The fasting-postprandial state remains an underrecognized confounding factor for quantifying cerebral blood flow (CBF) in the cognitive assessment and differential diagnosis of Alzheimer's disease (AD).To investigate the effects of fasting-postprandial state on arterial spin labeling (ASL)-based CBF in AD patients.Prospective.Ninety-two subjects (mean age = 62.5 ± 6.4 years; females 29.3%), including 30 with AD, 32 with mild cognitive impairment (MCI), and 30 healthy controls (HCs). Differential diagnostic models were developed with a 4:1 training to testing set ratio.3-T, T1-weighted imaging using gradient echo and pseudocontinuous ASL imaging using turbo spin echo.Two ASL scans were acquired to quantify fasting state and postprandial state regional CBFs based on an automated anatomical labeling atlas. Two-way ANOVA was used to assess the effects of fasting/postprandial state and disease state (AD, MCI, and HC) on regional CBF. Pearson's correlation analysis was conducted between regional CBF and cognitive scores (Mini-Mental State Examination [MMSE] and Montreal Cognitive Assessment [MoCA]). The diagnostic performances of the fasting state, postprandial state, and mixed state (random mixing of the fasting and postprandial state CBF) in differential diagnosis of AD were conducted using support vector machine and logistic regression models.Two-way ANOVA, Pearson's correlation, and area under the curve (AUC) of diagnostic model were performed. P values <0.05 indicated statistical significance.Fasting-state CBF was correlated with cognitive scores in more brain regions (17 vs. 4 [MMSE] and 15 vs. 9 [MoCA]) and had higher absolute correlation coefficients than postprandial-state CBF. In the differential diagnosis of AD patients from MCI patients and HCs, fasting-state CBF outperformed mixed-state CBF, which itself outperformed postprandial-state CBF.Compared with postprandial CBF, fasting-state CBF performed better in terms of cognitive score correlations and in differentiating AD patients from MCI patients and HCs.2 TECHNICAL EFFICACY: Stage 3.

Authors & Co-authors:  Li Zhuo Hong Yao Li Wang Jiang Wang Jia Sun Zhang Li Ren Zhang Duan Liu Wei Zhang Chappell Shi Liu Xu

Study Outcome 

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Citations :  Albrecht D, Isenberg AL, Stradford J, et al. Associations between vascular function and tau PET are associated with global cognition and amyloid. J Neurosci 2020;40(44):8573‐8586.
Authors :  22
Identifiers
Doi : 10.1002/jmri.29348
SSN : 1522-2586
Study Population
Females
Mesh Terms
Other Terms
Alzheimer's disease;cerebral blood flow;cognitive function;fasting;postprandial
Study Design
Study Approach
Country of Study
Publication Country
United States