Association of cortical microstructure with amyloid-β and tau: impact on cognitive decline, neurodegeneration, and clinical progression in older adults

被引:28
作者
Rodriguez-Vieitez, Elena [1 ,2 ,3 ]
Montal, Victor [4 ,5 ]
Sepulcre, Jorge [1 ,6 ]
Lois, Cristina [1 ,6 ]
Hanseeuw, Bernard [1 ,6 ,7 ]
Vilaplana, Eduard [4 ,5 ]
Schultz, Aaron P. [1 ,2 ]
Properzi, Michael J. [1 ]
Scott, Matthew R. [1 ,2 ]
Amariglio, Rebecca [1 ,8 ]
Papp, Kathryn, V [1 ,2 ,8 ]
Marshall, Gad A. [1 ,2 ,8 ]
Fortea, Juan [4 ,5 ]
Johnson, Keith A. [1 ,6 ]
Sperling, Reisa A. [1 ,2 ,8 ]
Vannini, Patrizia [1 ,2 ,8 ]
机构
[1] Harvard Med Sch, Massachusetts Gen Hosp, Boston, MA 02115 USA
[2] Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA 02129 USA
[3] Karolinska Inst, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
[4] Univ Autonoma Barcelona, Hosp Santa Creu & St Pau, Biomed Res Inst St Pau, Dept Neurol,St Pau Memory Unit, Barcelona, Spain
[5] Ctr Biomed Invest Network Neurodegenerat Dis CIBE, Madrid, Spain
[6] Gordon Ctr Med Imaging, Boston, MA USA
[7] Catholic Univ Louvain, St Luc Univ Hosp, Brussels, Belgium
[8] Harvard Med Sch, Brigham & Womens Hosp, Boston, MA 02115 USA
关键词
HUMAN CEREBRAL-CORTEX; ALZHEIMERS-DISEASE; BRAIN; PATHOLOGY; PET;
D O I
10.1038/s41380-021-01290-z
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Noninvasive biomarkers of early neuronal injury may help identify cognitively normal individuals at risk of developing Alzheimer's disease (AD). A recent diffusion-weighted imaging (DWI) method allows assessing cortical microstructure via cortical mean diffusivity (cMD), suggested to be more sensitive than macrostructural neurodegeneration. Here, we aimed to investigate the association of cMD with amyloid-beta and tau pathology in older adults, and whether cMD predicts longitudinal cognitive decline, neurodegeneration and clinical progression. The study sample comprised n = 196 cognitively normal older adults (mean[SD] 72.5 [9.4] years; 114 women [58.2%]) from the Harvard Aging Brain Study. At baseline, all participants underwent structural MRI, DWI, C-11-Pittsburgh compound-B-PET, F-18-flortaucipir-PET imaging, and cognitive assessments. Longitudinal measures of Preclinical Alzheimer Cognitive Composite-5 were available for n = 186 individuals over 3.72 (1.96)-year follow-up. Prospective clinical follow-up was available for n = 163 individuals over 3.2 (1.7) years. Surface-based image analysis assessed vertex-wise relationships between cMD, global amyloid-beta, and entorhinal and inferior-temporal tau. Multivariable regression, mixed effects models and Cox proportional hazards regression assessed longitudinal cognition, brain structural changes and clinical progression. Tau, but not amyloid-beta, was positively associated with cMD in AD-vulnerable regions. Correcting for baseline demographics and cognition, increased cMD predicted steeper cognitive decline, which remained significant after correcting for amyloid-beta, thickness, and entorhinal tau; there was a synergistic interaction between cMD and both amyloid-beta and tau on cognitive slope. Regional cMD predicted hippocampal atrophy rate, independently from amyloid-beta, tau, and thickness. Elevated cMD predicted progression to mild cognitive impairment. Cortical microstructure is a noninvasive biomarker that independently predicts subsequent cognitive decline, neurodegeneration and clinical progression, suggesting utility in clinical trials.
引用
收藏
页码:7813 / 7822
页数:10
相关论文
共 55 条
[1]   NEUROFIBRILLARY TANGLES BUT NOT SENILE PLAQUES PARALLEL DURATION AND SEVERITY OF ALZHEIMERS-DISEASE [J].
ARRIAGADA, PV ;
GROWDON, JH ;
HEDLEYWHYTE, ET ;
HYMAN, BT .
NEUROLOGY, 1992, 42 (03) :631-639
[2]   Combined diffusion-weighted and functional magnetic resonance imaging reveals a temporal-occipital network involved in auditory-visual object processing [J].
Beer, Anton L. ;
Plank, Tina ;
Meyer, Georg ;
Greenlee, Mark W. .
FRONTIERS IN INTEGRATIVE NEUROSCIENCE, 2013, 7
[3]   Antemortem volume loss mirrors TDP-43 staging in older adults with non-frontotemporal lobar degeneration [J].
Bejanin, Alexandre ;
Murray, Melissa E. ;
Martin, Peter ;
Botha, Hugo ;
Tosakulwong, Nirubol ;
Schwarz, Christopher G. ;
Senjem, Matthew L. ;
Chetelat, Gael ;
Kantarci, Kejal ;
Jack, Clifford R., Jr. ;
Boeve, Bradley F. ;
Knopman, David S. ;
Petersen, Ronald C. ;
Giannini, Caterina ;
Parisi, Joseph E. ;
Dickson, Dennis W. ;
Whitwell, Jennifer L. ;
Josephs, Keith A. .
BRAIN, 2019, 142 :3621-3635
[4]   Subthreshold amyloid and its biological and clinical meaning Long way ahead [J].
Bischof, Gerard N. ;
Jacobs, Heidi I. L. .
NEUROLOGY, 2019, 93 (02) :72-79
[5]   NEUROPATHOLOGICAL STAGING OF ALZHEIMER-RELATED CHANGES [J].
BRAAK, H ;
BRAAK, E .
ACTA NEUROPATHOLOGICA, 1991, 82 (04) :239-259
[6]   Synergy between amyloid-β and tau in Alzheimer's disease [J].
Busche, Marc Aurel ;
Hyman, Bradley T. .
NATURE NEUROSCIENCE, 2020, 23 (10) :1183-1193
[7]   Progressive Tau Accumulation in Alzheimer Disease: 2-Year Follow-up Study [J].
Cho, Hanna ;
Choi, Jae Yong ;
Lee, Hye Sun ;
Lee, Jae Hoon ;
Ryu, Young Hoon ;
Lee, Myung Sik ;
Jack, Clifford R., Jr. ;
Lyoo, Chul Hyoung .
JOURNAL OF NUCLEAR MEDICINE, 2019, 60 (11) :1611-1621
[8]   The impact of traditional neuroimaging methods on the spatial localization of cortical areas [J].
Coalson, Timothy S. ;
Van Essen, David C. ;
Glasser, Matthew F. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (27) :E6356-E6365
[9]   Harvard Aging Brain Study: Dataset and accessibility [J].
Dagley, Alexander ;
LaPoint, Molly ;
Huijbers, Willem ;
Hedden, Trey ;
McLaren, Donald G. ;
Chatwal, Jasmeer P. ;
Papp, Kathryn V. ;
Amariglio, Rebecca E. ;
Blacker, Deborah ;
Rentz, Dorene M. ;
Johnson, Keith A. ;
Sperling, Reisa A. ;
Schultz, Aaron P. .
NEUROIMAGE, 2017, 144 :255-258
[10]   An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest [J].
Desikan, Rahul S. ;
Segonne, Florent ;
Fischl, Bruce ;
Quinn, Brian T. ;
Dickerson, Bradford C. ;
Blacker, Deborah ;
Buckner, Randy L. ;
Dale, Anders M. ;
Maguire, R. Paul ;
Hyman, Bradley T. ;
Albert, Marilyn S. ;
Killiany, Ronald J. .
NEUROIMAGE, 2006, 31 (03) :968-980