An MRI measure of degenerative and cerebrovascular pathology in Alzheimer disease

被引:54
作者
Brickman, Adam M. [1 ,2 ,3 ]
Tosto, Giuseppe [1 ,2 ,3 ]
Gutierrez, Jose [3 ]
Andrews, Howard [1 ,2 ,3 ,6 ]
Gu, Yian [1 ,2 ]
Narkhede, Atul [1 ]
Rizvi, Batool [1 ]
Guzman, Vanessa [1 ]
Manly, Jennifer J. [1 ,2 ,3 ]
Vonsattel, Jean Paul [1 ,4 ]
Schupf, Nicole [1 ,2 ,3 ,7 ]
Mayeux, Richard [1 ,2 ,3 ,5 ,7 ]
机构
[1] Columbia Univ, Mailman Sch Publ Hlth, Taub Inst Res Alzheimers Dis & Aging Brain, New York, NY 10027 USA
[2] Columbia Univ, Mailman Sch Publ Hlth, Gertrude H Sergievsky Ctr, New York, NY 10027 USA
[3] Columbia Univ, Mailman Sch Publ Hlth, Dept Neurol, Coll Phys & Surg, New York, NY 10027 USA
[4] Columbia Univ, Mailman Sch Publ Hlth, Dept Pathol & Cell Biol, Coll Phys & Surg, New York, NY 10027 USA
[5] Columbia Univ, Mailman Sch Publ Hlth, Dept Psychiat, Coll Phys & Surg, New York, NY 10027 USA
[6] Columbia Univ, Mailman Sch Publ Hlth, Dept Biostat, New York, NY 10027 USA
[7] Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10027 USA
基金
加拿大健康研究院;
关键词
WHITE-MATTER HYPERINTENSITIES; COGNITIVE IMPAIRMENT; CEREBROSPINAL-FLUID; AFRICAN-AMERICANS; DEMENTIA; RISK; DYSFUNCTION; PREVALENCE; MECHANISMS; BIOMARKERS;
D O I
10.1212/WNL.0000000000006310
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective To develop, replicate, and validate an MRI-based quantitative measure of both cerebrovascular and neurodegeneration in Alzheimer disease (AD) for clinical and potentially research purposes. Methods We used data from a cross-sectional and longitudinal community-based study of Medicare-eligible residents in northern Manhattan followed every 18-24 months (n = 1,175, mean age 78 years). White matter hyperintensities, infarcts, hippocampal volumes, and cortical thicknesses were quantified from MRI and combined to generate an MRI measure associated with episodic memory. The combined MRI measure was replicated and validated using autopsy data, clinical diagnoses, and CSF biomarkers and amyloid PET from the Alzheimer's Disease Neuroimaging Initiative. Results The quantitative MRI measure was developed in a group of community participants (n = 690) and replicated in a similar second group (n = 485). Compared with healthy controls, the quantitative MRI measure was lower in patients with mild cognitive impairment and lower still in those with clinically diagnosed AD. The quantitative MRI measure correlated with neurofibrillary tangles, neuronal loss, atrophy, and infarcts at postmortem in an autopsy subset and was also associated with PET amyloid imaging and CSF levels of total tau, phosphorylated tau, and beta-amyloid 42. The MRI measure predicted conversion to MCI and clinical AD among healthy controls. Conclusion We developed, replicated, and validated an MRI measure of cerebrovascular and neurodegenerative pathologies that are associated with clinical and neuropathologic diagnosis of AD and related to established biomarkers.
引用
收藏
页码:E1402 / E1412
页数:11
相关论文
共 46 条
[1]   Frequent Amyloid Deposition Without Significant Cognitive Impairment Among the Elderly [J].
Aizenstein, Howard Jay ;
Nebes, Robert D. ;
Saxton, Judith A. ;
Price, Julie C. ;
Mathis, Chester A. ;
Tsopelas, Nicholas D. ;
Ziolko, Scott K. ;
James, Jeffrey A. ;
Snitz, Beth E. ;
Houck, Patricia R. ;
Bi, Wenzhu ;
Cohen, Ann D. ;
Lopresti, Brian J. ;
DeKosky, Steven T. ;
Halligan, Edythe M. ;
Klunk, William E. .
ARCHIVES OF NEUROLOGY, 2008, 65 (11) :1509-1517
[2]   The overlap between vascular disease and Alzheimer's disease - lessons from pathology [J].
Attems, Johannes ;
Jellinger, Kurt A. .
BMC MEDICINE, 2014, 12
[3]   Mixed pathologies and neural reserve: Implications of complexity for Alzheimer disease drug discovery [J].
Bennett, David A. .
PLOS MEDICINE, 2017, 14 (03)
[4]   Regional white matter hyperintensities: aging, Alzheimer's disease risk, and cognitive function [J].
Birdsill, Alex C. ;
Koscik, Rebecca L. ;
Jonaitis, Erin M. ;
Johnson, Sterling C. ;
Okonkwo, Ozioma C. ;
Hermann, Bruce P. ;
Larue, Asenath ;
Sager, Mark A. ;
Bendlin, Barbara B. .
NEUROBIOLOGY OF AGING, 2014, 35 (04) :769-776
[5]   Measuring cerebral atrophy and white matter hyperintensity burden to predict the rate of cognitive decline in Alzheimer disease [J].
Brickman, Adam M. ;
Honig, Lawrence S. ;
Scarmeas, Nikolaos ;
Tatarina, Oksana ;
Sanders, Linda ;
Albert, Marilyn S. ;
Brandt, Jason ;
Blacker, Deborah ;
Stern, Yaakov .
ARCHIVES OF NEUROLOGY, 2008, 65 (09) :1202-1208
[6]   Reconsidering harbingers of dementia: progression of parietal lobe white matter hyperintensities predicts Alzheimer's disease incidence [J].
Brickman, Adam M. ;
Zahodne, Laura B. ;
Guzman, Vanessa A. ;
Narkhede, Atul ;
Meier, Irene B. ;
Griffith, Erica Y. ;
Provenzano, Frank A. ;
Schupf, Nicole ;
Manly, Jennifer J. ;
Stern, Yaakov ;
Luchsinger, Jose A. ;
Mayeux, Richard .
NEUROBIOLOGY OF AGING, 2015, 36 (01) :27-32
[7]   Contemplating Alzheimer's Disease and the Contribution of White Matter Hyperintensities [J].
Brickman, Adam M. .
CURRENT NEUROLOGY AND NEUROSCIENCE REPORTS, 2013, 13 (12)
[8]   EVALUATING STORAGE, RETENTION, AND RETRIEVAL IN DISORDERED MEMORY AND LEARNING [J].
BUSCHKE, H ;
FULD, PA .
NEUROLOGY, 1974, 24 (11) :1019-1025
[9]   Association of MRI Markers of Vascular Brain Injury With Incident Stroke, Mild Cognitive Impairment, Dementia, and Mortality The Framingham Offspring Study [J].
Debette, Stephanie ;
Beiser, Alexa ;
DeCarli, Charles ;
Au, Rhoda ;
Himali, Jayandra J. ;
Kelly-Hayes, Margaret ;
Romero, Jose R. ;
Kase, Carlos S. ;
Wolf, Philip A. ;
Seshadri, Sudha .
STROKE, 2010, 41 (04) :600-606
[10]   Local histogram correction of MRI spatially dependent image pixel intensity nonuniformity [J].
DeCarli, C ;
Murphy, DGM ;
Teichberg, D ;
Campbell, G ;
Sobering, GS .
JMRI-JOURNAL OF MAGNETIC RESONANCE IMAGING, 1996, 6 (03) :519-528