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January 23, 2018; 90 (4) Article

Associations between [18F]AV1451 tau PET and CSF measures of tau pathology in a clinical sample

Renaud La Joie, Alexandre Bejanin, Anne M. Fagan, Nagehan Ayakta, Suzanne L. Baker, Viktoriya Bourakova, Adam L. Boxer, Jungho Cha, Anna Karydas, Gina Jerome, Anne Maass, Ashley Mensing, Zachary A. Miller, James P. O'Neil, Julie Pham, Howard J. Rosen, Richard Tsai, Adrienne V. Visani, Bruce L. Miller, William J. Jagust, Gil D. Rabinovici
First published December 27, 2017, DOI: https://doi.org/10.1212/WNL.0000000000004860
Renaud La Joie
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Alexandre Bejanin
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Anne M. Fagan
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Nagehan Ayakta
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Suzanne L. Baker
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Viktoriya Bourakova
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Adam L. Boxer
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Jungho Cha
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Anna Karydas
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Gina Jerome
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Anne Maass
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Ashley Mensing
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Zachary A. Miller
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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James P. O'Neil
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Julie Pham
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Howard J. Rosen
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Richard Tsai
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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Adrienne V. Visani
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Bruce L. Miller
From the Memory and Aging Center (R.L.J., A.B., N.A., V.B., A.L.B., J.C., A.K., A.M., Z.A.M., J.P., H.J.R., R.T., A.V., B.L.M., G.D.R.), University of California San Francisco; Knight Alzheimer's Disease Research Center (A.M.F., G.J.), Department of Neurology (A.M.F., G.J.), and The Hope Center for Neurological Disorders (A.M.F., G.J.), Washington University in St. Louis, MO; Molecular Biophysics and Integrated Bioimaging Division (S.L.B., J.P.O., W.J.J.), Lawrence Berkeley National Laboratory, Berkeley, CA; and Helen Wills Neuroscience Institute (A.M., W.J.J., G.D.R.), University of California Berkeley.
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William J. Jagust
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Gil D. Rabinovici
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Full PDF
Citation
Associations between [18F]AV1451 tau PET and CSF measures of tau pathology in a clinical sample
Renaud La Joie, Alexandre Bejanin, Anne M. Fagan, Nagehan Ayakta, Suzanne L. Baker, Viktoriya Bourakova, Adam L. Boxer, Jungho Cha, Anna Karydas, Gina Jerome, Anne Maass, Ashley Mensing, Zachary A. Miller, James P. O'Neil, Julie Pham, Howard J. Rosen, Richard Tsai, Adrienne V. Visani, Bruce L. Miller, William J. Jagust, Gil D. Rabinovici
Neurology Jan 2018, 90 (4) e282-e290; DOI: 10.1212/WNL.0000000000004860

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Abstract

Objective To assess the relationships between fluid and imaging biomarkers of tau pathology and compare their diagnostic utility in a clinically heterogeneous sample.

Methods Fifty-three patients (28 with clinical Alzheimer disease [AD] and 25 with non-AD clinical neurodegenerative diagnoses) underwent β-amyloid (Aβ) and tau ([18F]AV1451) PET and lumbar puncture. CSF biomarkers (Aβ42, total tau [t-tau], and phosphorylated tau [p-tau]) were measured by multianalyte immunoassay (AlzBio3). Receiver operator characteristic analyses were performed to compare discrimination of Aβ-positive AD from non-AD conditions across biomarkers. Correlations between CSF biomarkers and PET standardized uptake value ratios (SUVR) were assessed using skipped Pearson correlation coefficients. Voxelwise analyses were run to assess regional CSF–PET associations.

Results [18F]AV1451-PET cortical SUVR and p-tau showed excellent discrimination between Aβ-positive AD and non-AD conditions (area under the curve 0.92–0.94; ≤0.83 for other CSF measures), and reached 83% classification agreement. In the full sample, cortical [18F]AV1451 was associated with all CSF biomarkers, most strongly with p-tau (r = 0.75 vs 0.57 for t-tau and −0.49 for Aβ42). When restricted to Aβ-positive patients with AD, [18F]AV1451 SUVR correlated modestly with p-tau and t-tau (both r = 0.46) but not Aβ42 (r = 0.02). On voxelwise analysis, [18F]AV1451 correlated with CSF p-tau in temporoparietal cortices and with t-tau in medial prefrontal regions. Within AD, Mini-Mental State Examination scores were associated with [18F]AV1451-PET, but not CSF biomarkers.

Conclusion [18F]AV1451-PET and CSF p-tau had comparable value for differential diagnosis. Correlations were robust in a heterogeneous clinical group but attenuated (although significant) in AD, suggesting that fluid and imaging biomarkers capture different aspects of tau pathology.

Classification of evidence This study provides Class III evidence that, in a clinical sample of patients with a variety of suspected neurodegenerative diseases, both CSF p-tau and [18F]AV1451 distinguish AD from non-AD conditions.

Glossary

Aβ=
β-amyloid;
AD=
Alzheimer disease;
AUC=
area under the curve;
CI=
confidence interval;
GM=
gray matter;
LBNL=
Lawrence Berkeley National Laboratory;
MCI=
mild cognitive impairment;
MMSE=
Mini-Mental State Examination;
p-tau=
phosphorylated tau;
PHF-tau=
paired helical filaments of tau;
PiB=
Pittsburgh compound B;
ROC=
receiver operating characteristic;
SPM12=
Statistical Parametric Mapping 12;
SUVR=
standard uptake value ratio;
t-tau=
total tau;
UCSF=
University of California San Francisco

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.

  • Received June 15, 2017.
  • Accepted in final form October 4, 2017.
  • Copyright © 2017 American Academy of Neurology
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  • Alzheimer's disease
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