Physiological fluctuations in white matter are increased in Alzheimer's disease and correlate with neuroimaging and cognitive biomarkers

被引:46
作者
Makedonov, Ilia [1 ,2 ]
Chen, J. Jean [2 ,3 ,4 ]
Masellis, Mario [5 ,6 ]
MacIntosh, Bradley J. [2 ,4 ,6 ]
机构
[1] Univ Toronto, Fac Med, Toronto, ON, Canada
[2] Sunnybrook Res Inst, Heart & Stroke Fdn Canadian Partnership Stroke Re, Toronto, ON M4N 3M5, Canada
[3] Univ Toronto, Baycrest Ctr Geriatr Care, Rotman Res Inst, Toronto, ON, Canada
[4] Univ Toronto, Dept Med Biophys, Toronto, ON, Canada
[5] Univ Toronto, Sunnybrook Hlth Sci Ctr, Dept Med, Div Neurol, Toronto, ON, Canada
[6] Sunnybrook Res Inst, Brain Sci Res Program, Toronto, ON M4N 3M5, Canada
基金
加拿大健康研究院; 美国国家卫生研究院;
关键词
Alzheimer's disease; Neurodegeneration; Physiological noise; Pulsatility; Resting-state functional MRI; White matter; INITIATIVE ADNI; ASSOCIATION WORKGROUPS; DIAGNOSTIC GUIDELINES; ARTERIAL STIFFNESS; NATIONAL INSTITUTE; GLOBAL SIGNAL; IMPAIRMENT; BRAIN; STATE; DEMENTIA;
D O I
10.1016/j.neurobiolaging.2015.09.010
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
The objective of this study was to determine whether physiological fluctuations in white matter (PFWM) on resting-state functional magnetic resonance images could be used as an index of neurodegeneration and Alzheimer's disease (AD). Using resting-state functional magnetic resonance image data from participants in the Alzheimer's Disease Neuroimaging Initiative, PFWM was compared across cohorts: cognitively healthy, mild cognitive impairment, or probable AD. Secondary regression analyses were conducted between PFWM and neuroimaging, cognitive, and cerebrospinal fluid biomarkers. There was an effect of cohort on PFWM (t = 5.08, degree of freedom [df] = 424, p < 5.7 x 10(-7)), after accounting for nuisance effects from head displacement and global signal (t > 6.16). From the neuroimaging data, PFWM was associated with glucose metabolism (t = -2.93, df = 96, p = 0.004) but not ventricular volume (p < 0.49) or hippocampal volume (p > 0.44). From the cognitive data, PFWM was associated with composite memory (t = -3.24, df = 149, p = 0.0015) but not executive function (p > 0.21). PFWM was not associated with cerebrospinal fluid biomarkers. In one final omnibus model to explain PFWM (n = 124), glucose metabolism (p = 0.04) and cohort (p = 0.008) remained significant, as were global and head motion root-mean-square terms, whereas memory was not (p = 0.64). PFWM likely reflects end-arteriole intracranial pulsatility effects that may provide additional diagnostic potential in the context of AD neurodegeneration. (C) 2016 Elsevier Inc. All rights reserved.
引用
收藏
页码:12 / 18
页数:7
相关论文
共 48 条
[1]   Hippocampal hyperperfusion in Alzheimer's disease [J].
Alsop, David C. ;
Casement, Melynda ;
de Bazelaire, Cedric ;
Fong, Tamara ;
Press, Daniel Z. .
NEUROIMAGE, 2008, 42 (04) :1267-1274
[2]   The venous manifestations of pulse wave encephalopathy: windkessel dysfunction in normal aging and senile dementia [J].
Bateman, Grant A. ;
Levi, Christopher R. ;
Schofield, Peter ;
Wang, Yang ;
Lovett, Elizabeth C. .
NEURORADIOLOGY, 2008, 50 (06) :491-497
[3]   Apolipoprotein E controls cerebrovascular integrity via cyclophilin A [J].
Bell, Robert D. ;
Winkler, Ethan A. ;
Singh, Itender ;
Sagare, Abhay P. ;
Deane, Rashid ;
Wu, Zhenhua ;
Holtzman, David M. ;
Betsholtz, Christer ;
Armulik, Annika ;
Sallstrom, Jan ;
Berk, Bradford C. ;
Zlokovic, Berislav V. .
NATURE, 2012, 485 (7399) :512-516
[4]   Microvascular changes in the white mater in dementia [J].
Brown, William R. ;
Moody, Dixon M. ;
Thore, Clara R. ;
Anstrom, John A. ;
Challa, Venkata R. .
JOURNAL OF THE NEUROLOGICAL SCIENCES, 2009, 283 (1-2) :28-31
[5]   Anticorrelations in resting state networks without global signal regression [J].
Chai, Xiaoqian J. ;
Castanon, Alfonso Nieto ;
Oenguer, Dost ;
Whitfield-Gabrieli, Susan .
NEUROIMAGE, 2012, 59 (02) :1420-1428
[6]   Development and assessment of a composite score for memory in the Alzheimer's Disease Neuroimaging Initiative (ADNI) [J].
Crane, Paul K. ;
Carle, Adam ;
Gibbons, Laura E. ;
Insel, Philip ;
Mackin, R. Scott ;
Gross, Alden ;
Jones, Richard N. ;
Mukherjee, Shubhabrata ;
Curtis, S. McKay ;
Harvey, Danielle ;
Weiner, Michael ;
Mungas, Dan .
BRAIN IMAGING AND BEHAVIOR, 2012, 6 (04) :502-516
[7]   Localization of cardiac-induced signal change in fMRI [J].
Dagli, MS ;
Ingeholm, JE ;
Haxby, JV .
NEUROIMAGE, 1999, 9 (04) :407-415
[8]   Alzheimer disease as a vascular disorder - Nosological evidence [J].
de la Torre, JC .
STROKE, 2002, 33 (04) :1152-1162
[9]   Spatio-Temporal Correlation Tensors Reveal Functional Structure in Human Brain [J].
Ding, Zhaohua ;
Newton, Allen T. ;
Xu, Ran ;
Anderson, Adam W. ;
Morgan, Victoria L. ;
Gore, John C. .
PLOS ONE, 2013, 8 (12)
[10]   MINI-MENTAL STATE - PRACTICAL METHOD FOR GRADING COGNITIVE STATE OF PATIENTS FOR CLINICIAN [J].
FOLSTEIN, MF ;
FOLSTEIN, SE ;
MCHUGH, PR .
JOURNAL OF PSYCHIATRIC RESEARCH, 1975, 12 (03) :189-198