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May 12, 2015; 84 (19) Article

The lower hippocampus global connectivity, the higher its local metabolism in Alzheimer disease

Masoud Tahmasian, Lorenzo Pasquini, Martin Scherr, Chun Meng, Stefan Förster, Satja Mulej Bratec, Kuangyu Shi, Igor Yakushev, Markus Schwaiger, Timo Grimmer, Janine Diehl-Schmid, Valentin Riedl, Christian Sorg, Alexander Drzezga
First published April 15, 2015, DOI: https://doi.org/10.1212/WNL.0000000000001575
Masoud Tahmasian
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Lorenzo Pasquini
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Martin Scherr
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Chun Meng
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Stefan Förster
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Satja Mulej Bratec
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Kuangyu Shi
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Igor Yakushev
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Markus Schwaiger
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Timo Grimmer
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Janine Diehl-Schmid
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Valentin Riedl
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Christian Sorg
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Alexander Drzezga
From the Departments of Neuroradiology (M.T., L.P., M. Scherr, C.M., S.M.B., V.R., C.S.), Nuclear Medicine (M.T., S.F., K.S., I.Y., M. Schwaiger, V.R., C.S., A.D.), and Psychiatry and Psychotherapy (M. Scherr, T.G., J.D.-S., C.S.) of Klinikum rechts der Isar, Technische Universität München; TUM-NIC Neuroimaging Center (M.T., L.P., M. Scherr, C.M., S.F., S.M.B., I.Y., V.R., C.S.), Technische Universität München, Munich; Graduate School of Systemic Neurosciences (C.M., S.M.B.), Ludwig Maximilians University, Munich; Department of Nuclear Medicine (M.T., A.D.), University Hospital of Cologne, Germany; Sleep Disorders Research Center (M.T.), Kermanshah University of Medical Sciences, Iran; and Department of Neurology (M. Scherr), Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria.
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Citation
The lower hippocampus global connectivity, the higher its local metabolism in Alzheimer disease
Masoud Tahmasian, Lorenzo Pasquini, Martin Scherr, Chun Meng, Stefan Förster, Satja Mulej Bratec, Kuangyu Shi, Igor Yakushev, Markus Schwaiger, Timo Grimmer, Janine Diehl-Schmid, Valentin Riedl, Christian Sorg, Alexander Drzezga
Neurology May 2015, 84 (19) 1956-1963; DOI: 10.1212/WNL.0000000000001575

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Abstract

Objectives: Based on the hippocampus disconnection hypothesis in Alzheimer disease (AD), which postulates that uncoupling from cortical inputs contributes to disinhibition-like changes in hippocampus activity, we suggested that in patients with AD, the more the intrinsic functional connectivity between hippocampus and precuneus is decreased, the higher hippocampal glucose metabolism will be.

Methods: Forty patients with mild AD dementia, 21 patients with mild cognitive impairment, and 26 healthy controls underwent simultaneous PET/MRI measurements on an integrated PET/MR scanner. 18F-fluorodeoxyglucose-PET was used to measure local glucose metabolism as proxy for neural activity, and resting-state functional MRI with seed-based functional connectivity analysis was performed to measure intrinsic functional connectivity as proxy for neural coupling. Group comparisons and correlation analysis were corrected for effects of regional atrophy, partial volume effect, age, and sex.

Results: In both patient groups, intrinsic connectivity between hippocampus and precuneus was significantly reduced. Moreover, in both patient groups, glucose metabolism was reduced in the precuneus (AD < mild cognitive impairment < controls) while unchanged in the hippocampus. Critically, the lower connectivity between hippocampus and precuneus was in patients with AD dementia, the higher was hippocampus metabolism.

Conclusion: Results provide evidence that in patients with AD dementia, stronger decrease of intrinsic connectivity between hippocampus and precuneus is linked with higher intrahippocampal metabolism (probably reflecting higher neuronal activity). These data support the hippocampus disconnection hypothesis, i.e., uncoupling from cortical inputs may contribute to disinhibition-like changes of hippocampal activity with potentially adverse consequences on both intrahippocampal physiology and clinical outcome.

GLOSSARY

AD=
Alzheimer disease;
ANCOVA=
analysis of covariance;
BOLD=
blood oxygen level–dependent;
CDR=
Clinical Dementia Rating;
DMN=
default mode network;
FDG=
18F-fluorodeoxyglucose;
FDR=
false discovery rate;
FOV=
field of view;
iFC=
intrinsic functional connectivity;
MCI=
mild cognitive impairment;
MP-RAGE=
magnetization-prepared rapid-acquisition gradient echo;
PVC=
partial volume correction;
ROI=
region of interest;
rs-fMRI=
resting-state fMRI;
TUM=
Technische Universität München;
VBM=
voxel-based morphometry

Footnotes

  • ↵* These authors contributed equally to this work.

  • 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.

  • Supplemental data at Neurology.org

  • Received June 16, 2014.
  • Accepted in final form January 28, 2015.
  • © 2015 American Academy of Neurology
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