Non-Linear Association between Cerebral Amyloid Deposition and White Matter Microstructure in Cognitively Healthy Older Adults

被引:31
作者
Wolf, Dominik [1 ]
Fischer, Florian U. [1 ]
Scheurich, Armin [1 ]
Fellgiebel, Andreas [1 ]
机构
[1] Univ Med Ctr Mainz, Dept Psychiat & Psychotherapy, D-55131 Mainz, Germany
基金
美国国家卫生研究院;
关键词
ADNI; cerebral amyloid deposition; cognitively healthy older adults; quadratic polynomial regression analyses; tract-based spatial statistics; white matter microstructure; PRECLINICAL ALZHEIMERS-DISEASE; NEUROIMAGING INITIATIVE ADNI; DIFFUSION TENSOR; MOUSE MODEL; COMPOSITE SCORE; TRANSGENIC MICE; IMPAIRMENT; BRAIN; MICROGLIA; INTEGRITY;
D O I
10.3233/JAD-150049
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Cerebral amyloid-beta accumulation and changes in white matter (WM) microstructure are imaging characteristics in clinical Alzheimer's disease and have also been reported in cognitively healthy older adults. However, the relationship between amyloid deposition and WM microstructure is not well understood. Here, we investigated the impact of quantitative cerebral amyloid load on WM microstructure in a group of cognitively healthy older adults. AV45-positron emission tomography and diffusion tensor imaging (DTI) scans of forty-four participants (age-range: 60 to 89 years) from the Alzheimer's Disease Neuroimaging Initiative were analyzed. Fractional anisotropy (FA), mean diffusivity (MD), radial diffusivity (DR), and axial diffusivity (DA) were calculated to characterize WM microstructure. Regression analyses demonstrated non-linear (quadratic) relationships between amyloid deposition and FA, MD, as well as RD in widespread WM regions. At low amyloid burden, higher deposition was associated with increased FA as well as decreased MD and DR. At higher amyloid burden, higher deposition was associated with decreased FA as well as increased MD and DR. Additional regression analyses demonstrated an interaction effect between amyloid load and global WM FA, MD, DR, and DA on cognition, suggesting that cognition is only affected when amyloid is increasing and WM integrity is decreasing. Thus, increases in FA and decreases in MD and RD with increasing amyloid load at low levels of amyloid burden may indicate compensatory processes that preserve cognitive functioning. Potential mechanisms underlying the observed non-linear association between amyloid deposition and DTI metrics of WM microstructure are discussed.
引用
收藏
页码:117 / 127
页数:11
相关论文
共 41 条
[1]   Characterization of Cerebral White Matter Properties Using Quantitative Magnetic Resonance Imaging Stains [J].
Alexander, Andrew L. ;
Hurley, Samuel A. ;
Samsonov, Alexey A. ;
Adluru, Nagesh ;
Hosseinbor, Ameer Pasha ;
Mossahebi, Pouria ;
Tromp, Do P. M. ;
Zakszewski, Elizabeth ;
Field, Aaron S. .
BRAIN CONNECTIVITY, 2011, 1 (06) :423-446
[2]  
[Anonymous], 2011, Florbetapir Processing Methods
[3]   MR DIFFUSION TENSOR SPECTROSCOPY AND IMAGING [J].
BASSER, PJ ;
MATTIELLO, J ;
LEBIHAN, D .
BIOPHYSICAL JOURNAL, 1994, 66 (01) :259-267
[4]   ESTIMATION OF THE EFFECTIVE SELF-DIFFUSION TENSOR FROM THE NMR SPIN-ECHO [J].
BASSER, PJ ;
MATTIELLO, J ;
LEBIHAN, D .
JOURNAL OF MAGNETIC RESONANCE SERIES B, 1994, 103 (03) :247-254
[5]   Understanding cognitive deficits in Alzheimer's disease based on neuroimaging findings [J].
Braskie, Meredith N. ;
Thompson, Paul M. .
TRENDS IN COGNITIVE SCIENCES, 2013, 17 (10) :510-516
[6]   Associations between White Matter Hyperintensities and β Amyloid on Integrity of Projection, Association, and Limbic Fiber Tracts Measured with Diffusion Tensor MRI [J].
Chao, Linda L. ;
DeCarli, Charles ;
Kriger, Stephen ;
Truran, Diana ;
Zhang, Yu ;
Laxamana, Joel ;
Villeneuve, Sylvia ;
Jagust, William J. ;
Sanossian, Nerses ;
Mack, Wendy J. ;
Chui, Helena C. ;
Weiner, Michael W. .
PLOS ONE, 2013, 8 (06)
[7]   Diffusion tensor imaging in mild cognitive impairment and Alzheimer's disease: a review [J].
Chua, Terence C. ;
Wen, Wei ;
Slavin, Melissa J. ;
Sachdev, Perminder S. .
CURRENT OPINION IN NEUROLOGY, 2008, 21 (01) :83-92
[8]   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
[9]   White Matter Tract Integrity in Aging and Alzheimer's Disease [J].
Damoiseaux, Jessica S. ;
Smith, Stephen M. ;
Witter, Menno R. ;
Sanz-Arigita, Ernesto J. ;
Barkhof, Frederik ;
Scheltens, Philip ;
Stam, Cornelis J. ;
Zarei, Mojtaba ;
Rombouts, Serge A. R. B. .
HUMAN BRAIN MAPPING, 2009, 30 (04) :1051-1059
[10]  
Doring A, 2010, FRONT BIOSCI SCHOL E, V3, P846