Network-wise concordance of multimodal neuroimaging features across the Alzheimer's disease continuum

被引:4
作者
Stocks, Jane [1 ,5 ]
Popuri, Karteek [2 ]
Heywood, Ashley [1 ]
Tosun, Duygu [3 ]
Alpert, Kate [1 ]
Beg, Mirza Faisal [2 ]
Rosen, Howard [3 ]
Wang, Lei [1 ,4 ]
Alzheimers Dis Neuroimaging Initiat
机构
[1] Northwestern Univ, Feinberg Sch Med, Dept Psychiat & Behav Sci, Chicago, IL USA
[2] Simon Fraser Univ, Sch Engn Sci, Burnaby, BC, Canada
[3] Univ Calif San Francisco, Sch Med, San Francisco, CA USA
[4] Ohio State Univ, Dept Psychiat & Behav Hlth, Wexner Med Ctr, Columbus, OH USA
[5] Northwestern Univ, Feinberg Sch Med, Dept Psychiat & Behav Sci, 710 North Lake Shore Dr1318, Chicago, IL 60611 USA
基金
加拿大自然科学与工程研究理事会; 美国国家卫生研究院;
关键词
Alzheimer's disease; atrophy; biomarkers; concordance of atrophy and hypometabolism; concordance; fluorodeoxyglucose positron emission tomography; hypometabolism; magnetic resonance imaging; magnetic resonance imaging and fluorodeoxyglucose positron emission tomography concordance; multimodal neuroimaging; suspected non-Alzheimer's disease pathologic change; structure-function relationships; MILD COGNITIVE IMPAIRMENT; AMYLOID-BETA; HYPOTHETICAL MODEL; COMPOSITE SCORE; INITIATIVE ADNI; ATROPHY; HYPOMETABOLISM; TAU; NEURODEGENERATION; CONNECTIVITY;
D O I
10.1002/dad2.12304
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
BackgroundConcordance between cortical atrophy and cortical glucose hypometabolism within distributed brain networks was evaluated among cerebrospinal fluid (CSF) biomarker-defined amyloid/tau/neurodegeneration (A/T/N) groups. MethodWe computed correlations between cortical thickness and fluorodeoxyglucose metabolism within 12 functional brain networks. Differences among A/T/N groups (biomarker normal [BN], Alzheimer's disease [AD] continuum, suspected non-AD pathologic change [SNAP]) in network concordance and relationships to longitudinal change in cognition were assessed. ResultsNetwork-wise markers of concordance distinguish SNAP subjects from BN subjects within the posterior multimodal and language networks. AD-continuum subjects showed increased concordance in 9/12 networks assessed compared to BN subjects, as well as widespread atrophy and hypometabolism. Baseline network concordance was associated with longitudinal change in a composite memory variable in both SNAP and AD-continuum subjects. ConclusionsOur novel study investigates the interrelationships between atrophy and hypometabolism across brain networks in A/T/N groups, helping disentangle the structure-function relationships that contribute to both clinical outcomes and diagnostic uncertainty in AD.
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页数:13
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