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May 20, 2014; 82 (20) Article

Long-term effects of amyloid, hypometabolism, and atrophy on neuropsychological functions

Rik Ossenkoppele, Wiesje M. van der Flier, Sander C.J. Verfaillie, Hugo Vrenken, Adriaan Versteeg, Ronald A. van Schijndel, Sietske A. Sikkes, Jos Twisk, Sofie M. Adriaanse, Marissa D. Zwan, Ronald Boellaard, Albert D. Windhorst, Frederik Barkhof, Philip Scheltens, Adriaan A. Lammertsma, Bart N.M. van Berckel
First published April 18, 2014, DOI: https://doi.org/10.1212/WNL.0000000000000432
Rik Ossenkoppele
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Wiesje M. van der Flier
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Sander C.J. Verfaillie
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Hugo Vrenken
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Adriaan Versteeg
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Ronald A. van Schijndel
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Sietske A. Sikkes
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Jos Twisk
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Sofie M. Adriaanse
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Marissa D. Zwan
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Ronald Boellaard
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Albert D. Windhorst
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Frederik Barkhof
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Philip Scheltens
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Adriaan A. Lammertsma
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Bart N.M. van Berckel
From the Department of Radiology & Nuclear Medicine (R.O., S.C.J.V., H.V., A.V., R.A.v.S., S.M.A., M.D.Z., R.B., A.D.W., F.B., A.A.L., B.N.M.v.B.), Alzheimer Center & Department of Neurology, Neuroscience Campus Amsterdam (R.O., W.M.v.d.F., S.A.S., S.M.A., M.D.Z., P.S.), and Department of Epidemiology & Biostatistics (W.M.v.d.F., S.A.S., J.T.), VU University Medical Center, Amsterdam, the Netherlands.
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Citation
Long-term effects of amyloid, hypometabolism, and atrophy on neuropsychological functions
Rik Ossenkoppele, Wiesje M. van der Flier, Sander C.J. Verfaillie, Hugo Vrenken, Adriaan Versteeg, Ronald A. van Schijndel, Sietske A. Sikkes, Jos Twisk, Sofie M. Adriaanse, Marissa D. Zwan, Ronald Boellaard, Albert D. Windhorst, Frederik Barkhof, Philip Scheltens, Adriaan A. Lammertsma, Bart N.M. van Berckel
Neurology May 2014, 82 (20) 1768-1775; DOI: 10.1212/WNL.0000000000000432

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Abstract

Objective: To assess how amyloid deposition, glucose hypometabolism, and cerebral atrophy affect neuropsychological performance in patients with Alzheimer disease (AD) dementia, patients with mild cognitive impairment (MCI), and controls over time.

Methods: A total of 41 patients with AD dementia, 28 patients with MCI, and 19 controls underwent [11C]–Pittsburgh compound B (11C-PiB) and [18F]-2-fluoro-2-deoxy-d-glucose (18F-FDG)–PET and MRI scans at baseline. We extracted global binding potential for 11C-PiB, the number of abnormal voxels for 18F-FDG, and gray matter volumes using SIENAX for MRI as measures of amyloid, hypometabolism, and atrophy. In addition, repeat neuropsychological testing was performed, including memory, attention, language, and executive tasks (mean follow-up 2.2 ± 0.7 years). Cross-sectional and longitudinal relationships between imaging markers and cognition were assessed using linear mixed models, including terms for the imaging markers, time, sex, age, diagnosis, and interactions for imaging marker × time and imaging marker × time × diagnosis.

Results: Linear mixed models showed that baseline hypometabolism and atrophy were associated with poorer baseline performance on attention and executive functions (p < 0.05), whereas amyloid was not related to baseline cognition. Hypometabolism and amyloid were strongly associated with longitudinal decline in essentially all cognitive domains (pinteraction < 0.05), whereas atrophy was related specifically to future decline in Mini-Mental State Examination and memory (pinteraction < 0.05).

Conclusion: Glucose hypometabolism and brain atrophy were associated with concurrent cognitive function, whereas brain amyloid was not. Amyloid deposition and glucose hypometabolism were predictors for decline of a wide variety of cognitive functions, while brain atrophy specifically predicted memory deterioration.

GLOSSARY

Aβ=
β-amyloid;
AD=
Alzheimer disease;
BPND=
nondisplaceable binding potential;
FDG=
2-fluoro-2-deoxy-d-glucose;
MCI=
mild cognitive impairment;
MMSE=
Mini-Mental State Examination;
NGMV=
normalized gray matter volume;
PiB=
Pittsburgh compound B;
RAVLT=
Rey Auditory Verbal Learning Test;
TMT=
Trail Making;
VAT=
Visual Association Test

Footnotes

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

  • Editorial, page 1756

  • See page 1760

  • Supplemental data at Neurology.org

  • Received October 14, 2013.
  • Accepted in final form January 22, 2014.
  • © 2014 American Academy of Neurology
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