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July 06, 2021; 97 (1) Research Article

Temporal Correlation of CSF and Neuroimaging in the Amyloid-Tau-Neurodegeneration Model of Alzheimer Disease

View ORCID ProfileAnna H. Boerwinkle, Julie K. Wisch, Charles D. Chen, Brian A. Gordon, Omar H. Butt, Suzanne E. Schindler, Courtney Sutphen, Shaney Flores, Aylin Dincer, Tammie L.S. Benzinger, Anne M. Fagan, John C. Morris, Beau M. Ances
First published April 30, 2021, DOI: https://doi.org/10.1212/WNL.0000000000012123
Anna H. Boerwinkle
From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
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  • ORCID record for Anna H. Boerwinkle
Julie K. Wisch
From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
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Charles D. Chen
From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
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Brian A. Gordon
From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
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Omar H. Butt
From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
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Suzanne E. Schindler
From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
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Courtney Sutphen
From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
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Shaney Flores
From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
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Aylin Dincer
From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
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Tammie L.S. Benzinger
From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
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Anne M. Fagan
From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
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John C. Morris
From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
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Beau M. Ances
From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
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Temporal Correlation of CSF and Neuroimaging in the Amyloid-Tau-Neurodegeneration Model of Alzheimer Disease
Anna H. Boerwinkle, Julie K. Wisch, Charles D. Chen, Brian A. Gordon, Omar H. Butt, Suzanne E. Schindler, Courtney Sutphen, Shaney Flores, Aylin Dincer, Tammie L.S. Benzinger, Anne M. Fagan, John C. Morris, Beau M. Ances
Neurology Jul 2021, 97 (1) e76-e87; DOI: 10.1212/WNL.0000000000012123

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Abstract

Objective To evaluate temporal correlations between CSF and neuroimaging (PET and MRI) measures of amyloid, tau, and neurodegeneration in relation to Alzheimer disease (AD) progression.

Methods A total of 371 cognitively unimpaired and impaired participants enrolled in longitudinal studies of AD had both CSF (β-amyloid [Aβ]42, phosphorylated tau181, total tau, and neurofilament light chain) and neuroimaging (Pittsburgh compound B [PiB] PET, flortaucipir PET, and structural MRI) measures. The pairwise time interval between CSF and neuroimaging measures was binned into 2-year periods. Spearman correlations identified the time bin when CSF and neuroimaging measures most strongly correlated. CSF and neuroimaging measures were then binarized as biomarker-positive or biomarker-negative using Gaussian mixture modeling. Cohen kappa coefficient identified the time bin when CSF measures best agreed with corresponding neuroimaging measures when determining amyloid, tau, and neurodegeneration biomarker positivity.

Results CSF Aβ42 and PiB PET showed maximal correlation when collected within 6 years of each other (R ≈ −0.5). CSF phosphorylated tau181 and flortaucipir PET showed maximal correlation when CSF was collected 4 to 8 years prior to PET (R ≈ 0.4). CSF neurofilament light chain and cortical thickness showed low correlation, regardless of time interval (Ravg ≈ −0.3). Similarly, CSF total tau and cortical thickness had low correlation, regardless of time interval (Ravg < −0.2).

Conclusions CSF Aβ42 and PiB PET best agree when acquired in close temporal proximity, whereas CSF phosphorylated tau precedes flortaucipir PET by 4 to 8 years. CSF and neuroimaging measures of neurodegeneration have low correspondence and are not interchangeable at any time interval.

Glossary

Aβ=
β-amyloid;
AD=
Alzheimer disease;
AT[N]=
amyloid-tau-neurodegeneration;
AUC=
area under the curve;
CDR=
Clinical Dementia Rating;
FTP=
18F-flortaucipir;
LP=
lumbar puncture;
NfL=
neurofilament light;
p-tau181=
phosphorylated tau181;
PiB=
Pittsburgh compound B;
SUVR=
standardized uptake value ratio;
t-tau=
total tau

Footnotes

  • Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • ↵* These authors contributed equally as co–first authors.

  • Received September 2, 2020.
  • Accepted in final form March 23, 2021.
  • © 2021 American Academy of Neurology
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