Alzheimer's disease (AD) is neuropathologically characterized by aggregates of amyloid-beta peptides (A beta) and tau proteins. The consensus in the AD field is that A beta and tau should serve as diagnostic biomarkers for AD. However, their aggregates have been difficult to investigate by conventional fluorescence microscopy, since their size is below the diffraction limit (similar to 200 nm). To solve this, we turned to a super-resolution imaging technique, stimulated emission depletion (STED) microscopy, which has a high enough precision to allow the discrimination of low-and high-molecular weight aggregates prepared in vitro. We used STED to analyze the structural organization of A beta and tau in cerebrospinal fluid (CSF) from 36 AD patients, 11 patients with mild cognitive impairment (MCI), and 21 controls. We measured the numbers of aggregates in the CSF samples, and the aggregate sizes and intensities. These parameters enabled us to distinguish AD patients from controls with a specificity of similar to 87% and a sensitivity of similar to 79%. In addition, the aggregate parameters determined with STED microscopy correlated with the severity of cognitive impairment in AD patients. Finally, these parameters may be useful as predictive tools for MCI cases. The STED parameters of two MCI patients who developed AD during the course of the study, as well as of MCI patients whose A beta ELISA values fall within the accepted range for AD, placed them close to the AD averages. We suggest that super-resolution imaging is a promising tool for AD diagnostics.
机构:
Washington Univ, Sch Med, Dept Neurol, Hope Ctr Neurol Disorders, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, Hope Ctr Neurol Disorders, St Louis, MO 63110 USA
Fagan, Anne M.
Holtzman, David M.
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机构:Washington Univ, Sch Med, Dept Neurol, Hope Ctr Neurol Disorders, St Louis, MO 63110 USA
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Sch Med, Knight Alzheimers Dis Res Ctr, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Schindler, Suzanne E.
Li, Yan
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机构:
Washington Univ, Sch Med, Div Biostat, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Li, Yan
Todd, Kaitlin W.
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机构:
Washington Univ, Sch Med, Div Biostat, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Todd, Kaitlin W.
Herries, Elizabeth M.
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机构:
Washington Univ, Sch Med, Dept Pathol & Immunol, St Louis, MO USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Herries, Elizabeth M.
Henson, Rachel L.
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机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Sch Med, Knight Alzheimers Dis Res Ctr, St Louis, MO 63110 USA
Washington Univ, Sch Med, Hope Ctr Neurol Disorders, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Henson, Rachel L.
Gray, Julia D.
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h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Sch Med, Knight Alzheimers Dis Res Ctr, St Louis, MO 63110 USA
Washington Univ, Sch Med, Hope Ctr Neurol Disorders, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Gray, Julia D.
Wang, Guoqiao
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Washington Univ, Sch Med, Div Biostat, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Wang, Guoqiao
Graham, Danielle L.
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机构:
Biogen, Biomarkers Res & Early Dev, Cambridge, MA USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Graham, Danielle L.
Shaw, Leslie M.
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机构:
Univ Penn, Dept Pathol & Lab Med, Perelman Sch Med, Philadelphia, PA 19104 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Shaw, Leslie M.
Trojanowski, John Q.
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机构:
Univ Penn, Dept Pathol & Lab Med, Perelman Sch Med, Philadelphia, PA 19104 USA
Univ Penn, Ctr Neurodegenerat Dis Res, Perelman Sch Med, Philadelphia, PA 19104 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Trojanowski, John Q.
Hassenstab, Jason J.
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机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Sch Med, Knight Alzheimers Dis Res Ctr, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Hassenstab, Jason J.
Benzinger, Tammie L. S.
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机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Sch Med, Knight Alzheimers Dis Res Ctr, St Louis, MO 63110 USA
Washington Univ, Sch Med, Mallinckrodt Inst Radiol, St Louis, MO USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Benzinger, Tammie L. S.
Cruchaga, Carlos
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机构:
Washington Univ, Sch Med, Knight Alzheimers Dis Res Ctr, St Louis, MO 63110 USA
Washington Univ, Sch Med, Hope Ctr Neurol Disorders, St Louis, MO 63110 USA
Washington Univ, Sch Med, Dept Psychiat, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Cruchaga, Carlos
Jucker, Mathias
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机构:
German Ctr Neurodegenerat Dis DZNE, Bonn, Germany
Univ Tubingen, Hertie Inst Clin Brain Res, Tubingen, GermanyWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Jucker, Mathias
Levin, Johannes
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机构:
German Ctr Neurodegenerat Dis DZNE, Bonn, Germany
Ludwig Maximilians Univ Munchen, Dept Neurol, Munich, GermanyWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Levin, Johannes
Chhatwal, Jasmeer P.
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机构:
Harvard Med Sch, Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02115 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Chhatwal, Jasmeer P.
Noble, James M.
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机构:
Columbia Univ, Med Ctr, Dept Neurol, New York, NY USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Noble, James M.
Ringman, John M.
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机构:
Univ Southern Calif, Dept Neurol, Keck Sch Med, Los Angeles, CA USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Ringman, John M.
Graff-Radford, Neill R.
论文数: 0引用数: 0
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机构:
Mayo Clin, Dept Neurol, Jacksonville, FL 32224 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Graff-Radford, Neill R.
Holtzman, David M.
论文数: 0引用数: 0
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机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Sch Med, Knight Alzheimers Dis Res Ctr, St Louis, MO 63110 USA
Washington Univ, Sch Med, Hope Ctr Neurol Disorders, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Holtzman, David M.
Ladenson, Jack H.
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机构:
Washington Univ, Sch Med, Dept Pathol & Immunol, St Louis, MO USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Ladenson, Jack H.
Morris, John C.
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机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Sch Med, Knight Alzheimers Dis Res Ctr, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Morris, John C.
Bateman, Randall J.
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h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Sch Med, Knight Alzheimers Dis Res Ctr, St Louis, MO 63110 USA
Washington Univ, Sch Med, Hope Ctr Neurol Disorders, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Bateman, Randall J.
Xiong, Chengjie
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Sch Med, Knight Alzheimers Dis Res Ctr, St Louis, MO 63110 USA
Washington Univ, Sch Med, Div Biostat, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Xiong, Chengjie
Fagan, Anne M.
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机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Sch Med, Knight Alzheimers Dis Res Ctr, St Louis, MO 63110 USA
Washington Univ, Sch Med, Hope Ctr Neurol Disorders, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
机构:
Brown Univ, Warren Alpert Med Sch, Dept Neurol, Providence, RI 02912 USABrown Univ, Warren Alpert Med Sch, Dept Neurol, Providence, RI 02912 USA
Ott, Brian R.
Cohen, Ronald A.
论文数: 0引用数: 0
h-index: 0
机构:
Brown Univ, Warren Alpert Med Sch, Dept Psychiat & Human Behav, Providence, RI 02912 USABrown Univ, Warren Alpert Med Sch, Dept Neurol, Providence, RI 02912 USA
Cohen, Ronald A.
Gongvatana, Assawin
论文数: 0引用数: 0
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机构:
Brown Univ, Warren Alpert Med Sch, Dept Psychiat & Human Behav, Providence, RI 02912 USABrown Univ, Warren Alpert Med Sch, Dept Neurol, Providence, RI 02912 USA
Gongvatana, Assawin
Okonkwo, Ozioma C.
论文数: 0引用数: 0
h-index: 0
机构:
Brown Univ, Warren Alpert Med Sch, Dept Psychiat & Human Behav, Providence, RI 02912 USABrown Univ, Warren Alpert Med Sch, Dept Neurol, Providence, RI 02912 USA
Okonkwo, Ozioma C.
Johanson, Conrad E.
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h-index: 0
机构:
Brown Univ, Warren Alpert Med Sch, Dept Neurosurg, Providence, RI 02912 USABrown Univ, Warren Alpert Med Sch, Dept Neurol, Providence, RI 02912 USA
Johanson, Conrad E.
Stopa, Edward G.
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机构:
Brown Univ, Warren Alpert Med Sch, Dept Pathol, Providence, RI 02912 USABrown Univ, Warren Alpert Med Sch, Dept Neurol, Providence, RI 02912 USA
Stopa, Edward G.
Donahue, John E.
论文数: 0引用数: 0
h-index: 0
机构:
Brown Univ, Warren Alpert Med Sch, Dept Pathol, Providence, RI 02912 USABrown Univ, Warren Alpert Med Sch, Dept Neurol, Providence, RI 02912 USA
Donahue, John E.
Silverberg, Gerald D.
论文数: 0引用数: 0
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机构:
Brown Univ, Warren Alpert Med Sch, Dept Neurosurg, Providence, RI 02912 USABrown Univ, Warren Alpert Med Sch, Dept Neurol, Providence, RI 02912 USA
机构:
Shenzhen Ctr Dis Control & Prevent, Key Lab Modern Toxicol Shenzhen, Shenzhen 518055, Peoples R ChinaShenzhen Ctr Dis Control & Prevent, Key Lab Modern Toxicol Shenzhen, Shenzhen 518055, Peoples R China
Sui, Xiaojing
Liu, Jianjun
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Ctr Dis Control & Prevent, Key Lab Modern Toxicol Shenzhen, Shenzhen 518055, Peoples R ChinaShenzhen Ctr Dis Control & Prevent, Key Lab Modern Toxicol Shenzhen, Shenzhen 518055, Peoples R China
Liu, Jianjun
Yang, Xifei
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Ctr Dis Control & Prevent, Key Lab Modern Toxicol Shenzhen, Shenzhen 518055, Peoples R ChinaShenzhen Ctr Dis Control & Prevent, Key Lab Modern Toxicol Shenzhen, Shenzhen 518055, Peoples R China
机构:
Key Laboratory of Modern Toxicology of Shenzhen, Shenzhen Center for Disease Control and PreventionKey Laboratory of Modern Toxicology of Shenzhen, Shenzhen Center for Disease Control and Prevention
Xiaojing Sui
Jianjun Liu
论文数: 0引用数: 0
h-index: 0
机构:
Key Laboratory of Modern Toxicology of Shenzhen, Shenzhen Center for Disease Control and PreventionKey Laboratory of Modern Toxicology of Shenzhen, Shenzhen Center for Disease Control and Prevention
Jianjun Liu
Xifei Yang
论文数: 0引用数: 0
h-index: 0
机构:
Key Laboratory of Modern Toxicology of Shenzhen, Shenzhen Center for Disease Control and PreventionKey Laboratory of Modern Toxicology of Shenzhen, Shenzhen Center for Disease Control and Prevention