Resting-State Functional Connectivity Disruption as a Pathological Biomarker in Autosomal Dominant Alzheimer Disease

被引:17
作者
Smith, Robert X. [1 ]
Strain, Jeremy F. [1 ]
Tanenbaum, Aaron [1 ]
Fagan, Anne M. [1 ,4 ]
Hassenstab, Jason [1 ]
McDade, Eric [1 ]
Schindler, Suzanne E. [1 ]
Gordon, Brian A. [2 ,4 ]
Xiong, Chengjie [3 ]
Chhatwal, Jasmeer [5 ]
Jack, Clifford, Jr. [6 ]
Karch, Celeste [4 ,7 ]
Berman, Sarah [8 ]
Brosch, Jared R. [9 ]
Lah, James J. [10 ]
Brickman, Adam M. [11 ]
Cash, David M. [12 ]
Fox, Nick C. [12 ]
Graff-Radford, Neill R. [13 ]
Levin, Johannes [14 ]
Noble, James [11 ]
Holtzman, David M. [1 ,4 ]
Masters, Colin L. [15 ]
Farlow, Martin R. [9 ]
Laske, Christoph [16 ]
Schofield, Peter R. [17 ,18 ]
Marcus, Daniel S. [2 ]
Morris, John C. [1 ,4 ]
Benzinger, Tammie L. S. [2 ,4 ]
Bateman, Randall J. [1 ,4 ]
Ances, Beau M. [1 ,4 ]
机构
[1] Washington Univ, Dept Neurol, St Louis, MO 63110 USA
[2] Washington Univ, Dept Radiol, St Louis, MO 63110 USA
[3] Washington Univ, Dept Biostat, St Louis, MO 63110 USA
[4] Washington Univ, Hope Ctr Neurol Disorders, Knight ADRC, St Louis, MO 63110 USA
[5] Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA
[6] Mayo Clin, Dept Radiol, Rochester, MN USA
[7] Washington Univ, Sch Med, Dept Psychiat, St Louis, MO 63110 USA
[8] Univ Pittsburgh, Dept Neurol, Pittsburgh, PA USA
[9] Indiana Univ, Dept Neurol, Indianapolis, IN USA
[10] Emory Univ, Dept Neurol, Atlanta, GA USA
[11] Columbia Univ, Dept Neurol, New York, NY USA
[12] UCL, Dementia Res Ctr, Inst Neurol, Dept Neurodegenerat Dis, London, England
[13] Mayo Clin, Dept Neurol, Jacksonville, FL 32224 USA
[14] German Ctr Neurodegenerat Dis DZNE Munich, Munich, Germany
[15] Univ Melbourne, Florey Inst, Parkvile, Australia
[16] Eberhard Karls Univ Tubingen, Tubingen, Germany
[17] Univ New South Wales UNSW Sydney, Neurosci Res Australia, Sydney, NSW, Australia
[18] Univ New South Wales UNSW Sydney, Sch Med Sci, Sydney, NSW, Australia
关键词
amyloid; autosomal dominant Alzheimer disease; cerebrospinal fluid (CSF); estimated years to onset (EYO); 18F-fluorodeoxyglucose (FDG); hippocampus; positron emission tomography (PET); resting-state functional connectivity; tau; STRUCTURAL MRI; BRAIN; INDIVIDUALS; VOLUME;
D O I
10.1089/brain.2020.0808
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Aim: Identify a global resting-state functional connectivity (gFC) signature in mutation carriers (MC) from the Dominantly Inherited Alzheimer Network (DIAN). Assess the gFC with regard to amyloid (A), tau (T), and neurodegeneration (N) biomarkers, and estimated years to symptom onset (EYO). Introduction: Cross-sectional measures were assessed in MC (n = 171) and mutation noncarrier (NC) (n = 70) participants. A functional connectivity (FC) matrix that encompassed multiple resting-state networks was computed for each participant. Methods: A global FC was compiled as a single index indicating FC strength. The gFC signature was modeled as a nonlinear function of EYO. The gFC was linearly associated with other biomarkers used for assessing the AT(N) framework, including cerebrospinal fluid (CSF), positron emission tomography (PET) molecular biomarkers, and structural magnetic resonance imaging. Results: The gFC was reduced in MC compared with NC participants. When MC participants were differentiated by clinical dementia rating (CDR), the gFC was significantly decreased in MC CDR >0 (demented) compared with either MC CDR 0 (cognitively normal) or NC participants. The gFC varied nonlinearly with EYO and initially decreased at EYO = -24 years, followed by a stable period followed by a further decline near EYO = 0 years. Irrespective of EYO, a lower gFC associated with values of amyloid PET, CSF A beta(1-42), CSF p-tau, CSF t-tau, 18F-fluorodeoxyglucose, and hippocampal volume. Conclusions: The gFC correlated with biomarkers used for defining the AT(N) framework. A biphasic change in the gFC suggested early changes associated with CSF amyloid and later changes associated with hippocampal volume.
引用
收藏
页码:239 / 249
页数:11
相关论文
共 64 条
[1]   Insight and inference for DVARS [J].
Afyouni, Soroosh ;
Nichols, Thomas E. .
NEUROIMAGE, 2018, 172 :291-312
[2]   Incidence and predictors of seizures in patients with Alzheimer's disease [J].
Amatniek, JC ;
Hauser, WA ;
DelCastillo-Castaneda, C ;
Jacobs, DM ;
Marder, K ;
Bell, K ;
Albert, M ;
Brandt, J ;
Stern, Y .
EPILEPSIA, 2006, 47 (05) :867-872
[3]  
Andersson JLR., 2010, TR07JA2 FMRIB AN GRO, V2
[4]   Clinical and Biomarker Changes in Dominantly Inherited Alzheimer's Disease [J].
Bateman, Randall J. ;
Xiong, Chengjie ;
Benzinger, Tammie L. S. ;
Fagan, Anne M. ;
Goate, Alison ;
Fox, Nick C. ;
Marcus, Daniel S. ;
Cairns, Nigel J. ;
Xie, Xianyun ;
Blazey, Tyler M. ;
Holtzman, David M. ;
Santacruz, Anna ;
Buckles, Virginia ;
Oliver, Angela ;
Moulder, Krista ;
Aisen, Paul S. ;
Ghetti, Bernardino ;
Klunk, William E. ;
McDade, Eric ;
Martins, Ralph N. ;
Masters, Colin L. ;
Mayeux, Richard ;
Ringman, John M. ;
Rossor, Martin N. ;
Schofield, Peter R. ;
Sperling, Reisa A. ;
Salloway, Stephen ;
Morris, John C. .
NEW ENGLAND JOURNAL OF MEDICINE, 2012, 367 (09) :795-804
[5]   Autosomal-dominant Alzheimer's disease: a review and proposal for the prevention of Alzheimer's disease [J].
Bateman, Randall J. ;
Aisen, Paul S. ;
De Strooper, Bart ;
Fox, Nick C. ;
Lemere, Cynthia A. ;
Ringman, John M. ;
Salloway, Stephen ;
Sperling, Reisa A. ;
Windisch, Manfred ;
Xiong, Chengjie .
ALZHEIMERS RESEARCH & THERAPY, 2011, 3 (01)
[6]   A component based noise correction method (CompCor) for BOLD and perfusion based fMRI [J].
Behzadi, Yashar ;
Restom, Khaled ;
Liau, Joy ;
Liu, Thomas T. .
NEUROIMAGE, 2007, 37 (01) :90-101
[7]   Regional variability of imaging biomarkers in autosomal dominant Alzheimer's disease [J].
Benzinger, Tammie L. S. ;
Blazey, Tyler ;
Jack, Clifford R., Jr. ;
Koeppe, Robert A. ;
Su, Yi ;
Xiong, Chengjie ;
Raichle, Marcus E. ;
Snyder, Abraham Z. ;
Ances, Beau M. ;
Bateman, Randall J. ;
Cairns, Nigel J. ;
Fagan, Anne M. ;
Goate, Alison ;
Marcus, Daniel S. ;
Aisen, Paul S. ;
Christensen, Jon J. ;
Ercole, Lindsay ;
Hornbeck, Russ C. ;
Farrar, Angela M. ;
Aldea, Patricia ;
Jasielec, Mateusz S. ;
Owen, Christopher J. ;
Xie, Xianyun ;
Mayeux, Richard ;
Brickman, Adam ;
McDade, Eric ;
Klunk, William ;
Mathis, Chester A. ;
Ringman, John ;
Thompson, Paul M. ;
Ghetti, Bernardino ;
Saykin, Andrew J. ;
Sperling, Reisa A. ;
Johnson, Keith A. ;
Salloway, Stephen ;
Correia, Stephen ;
Schofield, Peter R. ;
Masters, Colin L. ;
Rowe, Christopher ;
Villemagne, Victor L. ;
Martins, Ralph ;
Ourselin, Sebastien ;
Rossor, Martin N. ;
Fox, Nick C. ;
Cash, David M. ;
Weiner, Michael W. ;
Holtzman, David M. ;
Buckles, Virginia D. ;
Moulder, Krista ;
Morris, John C. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (47) :E4502-E4509
[8]   Early Detection of Alzheimer's Disease with PET Imaging [J].
Berti, V. ;
Osorio, R. S. ;
Mosconi, L. ;
Li, Y. ;
De Santi, S. ;
de Leon, M. J. .
NEURODEGENERATIVE DISEASES, 2010, 7 (1-3) :131-135
[9]  
Bobinski M, 2000, NEUROSCIENCE, V95, P721
[10]   Loss of Intranetwork and Internetwork Resting State Functional Connections with Alzheimer's Disease Progression [J].
Brier, Mathew R. ;
Thomas, Jewell B. ;
Snyder, Abraham Z. ;
Benzinger, Tammie L. ;
Zhang, Dongyang ;
Raichle, Marcus E. ;
Holtzman, David M. ;
Morris, John C. ;
Ances, Beau M. .
JOURNAL OF NEUROSCIENCE, 2012, 32 (26) :8890-8899