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September 26, 2017; 89 (13) ArticleOpen Access

1H-MRS metabolites and rate of β-amyloid accumulation on serial PET in clinically normal adults

Zuzana Nedelska, Scott A. Przybelski, Timothy G. Lesnick, Christopher G. Schwarz, Val J. Lowe, Mary M. Machulda, Walter K. Kremers, Michelle M. Mielke, Rosebud O. Roberts, Bradley F. Boeve, David S. Knopman, Ronald C. Petersen, Clifford R. Jack, Kejal Kantarci
First published August 25, 2017, DOI: https://doi.org/10.1212/WNL.0000000000004421
Zuzana Nedelska
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
MD
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Scott A. Przybelski
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
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Timothy G. Lesnick
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
MS
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Christopher G. Schwarz
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
PhD
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Val J. Lowe
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
MD
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Mary M. Machulda
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
PhD
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Walter K. Kremers
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
PhD
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Michelle M. Mielke
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
PhD
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Rosebud O. Roberts
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
MB, BCh, MS
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Bradley F. Boeve
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
MD
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David S. Knopman
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
MD
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Ronald C. Petersen
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
MD, PhD
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Clifford R. Jack Jr
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
MD
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Kejal Kantarci
From the Departments of Radiology (Z.N., C.G.S., V.J.L., C.R.J., K.K.), Health Sciences Research (S.A.P., T.G.L., W.K.K., M.M.M., R.O.R.), Psychiatry and Psychology (M.M.M.), and Neurology (M.M.M., R.O.R., B.F.B., D.S.K., R.C.P.), Mayo Clinic, Rochester, MN; and Department of Neurology (Z.N.), Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic.
MD, MS
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Full PDF
Citation
1H-MRS metabolites and rate of β-amyloid accumulation on serial PET in clinically normal adults
Zuzana Nedelska, Scott A. Przybelski, Timothy G. Lesnick, Christopher G. Schwarz, Val J. Lowe, Mary M. Machulda, Walter K. Kremers, Michelle M. Mielke, Rosebud O. Roberts, Bradley F. Boeve, David S. Knopman, Ronald C. Petersen, Clifford R. Jack, Kejal Kantarci
Neurology Sep 2017, 89 (13) 1391-1399; DOI: 10.1212/WNL.0000000000004421

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Abstract

Objective: To assess whether noninvasive proton magnetic resonance spectroscopy (1H-MRS) tissue metabolite measurements at baseline can predict an increase in the rate of β-amyloid (Aβ) accumulation on serial PET in clinically normal (CN) older adults.

Methods: Consecutive participants aged 60 years and older (n = 594) from the Mayo Clinic Study of Aging who were CN at baseline and who underwent 1H-MRS from the posterior cingulate voxel and longitudinal 11C-Pittsburgh compound B (PiB)–PET were included. The rate of Aβ accumulation by serial cortical PiB standardized uptake value ratios was estimated as a function of baseline 1H-MRS metabolite ratios and time using mixed-effect models adjusted for age, sex, and APOE ε4. Effect of APOE ε4 on the relationship between baseline MRS and an increased rate of Aβ accumulation was also assessed.

Results: Among all participants, a higher myo-inositol (mI)/creatine (p = 0.011) and a lower N-acetylaspartate/mI (p = 0.006) at baseline were associated with an increased Aβ accumulation over time after adjusting for age, sex, and APOE ε4. APOE ε4 did not modify the association of baseline 1H-MRS metabolite ratios and rate of Aβ accumulation. However, APOE ε4 carriers accumulated Aβ faster than noncarriers regardless of the baseline Aβ load (p = 0.001).

Conclusion: Among CN older adults, early metabolic alterations on 1H-MRS and APOE ε4 status are independently associated with an increased rate of Aβ accumulation. Our findings could have important implications for early diagnosis and identification of individuals for secondary prevention trials, because an increased rate of Aβ accumulation in CN older adults may confer a higher risk for cognitive decline and mild cognitive impairment.

GLOSSARY

Aβ=
β-amyloid;
AD=
Alzheimer disease;
Cho=
choline;
CN=
clinically normal;
Cr=
creatine;
MCI=
mild cognitive impairment;
mI=
myo-inositol;
MPRAGE=
magnetization-prepared rapid acquisition gradient echo;
MRS=
magnetic resonance spectroscopy;
NAA=
N-acetylaspartate;
PC=
posterior cingulate;
PiB=
Pittsburgh compound B;
SUVR=
standardized uptake value ratio;
WM=
white matter

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. The Article Processing Charge was funded by the Department of Radiology, Mayo Clinic Rochester, MN.

  • Supplemental data at Neurology.org

  • Received March 21, 2017.
  • Accepted in final form July 5, 2017.
  • Copyright © 2017 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Academy of Neurology.

This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND), which permits downloading and sharing the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.

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