Education increases reserve against Alzheimer’s disease—evidence from structural MRI analysis

Introduction The aim of this study was to determine whether years of schooling influences regional cortical thicknesses and volumes in Alzheimer’s disease (AD), mild cognitive impairment (MCI), and healthy age-matched controls. Methods Using an automated image analysis pipeline, 33 regional cortical...

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Published inNeuroradiology Vol. 54; no. 9; pp. 929 - 938
Main Authors Liu, Yawu, Julkunen, Valtteri, Paajanen, Teemu, Westman, Eric, Wahlund, Lars-Olof, Aitken, Andrew, Sobow, Tomasz, Mecocci, Patrizia, Tsolaki, Magda, Vellas, Bruno, Muehlboeck, Sebastian, Spenger, Christian, Lovestone, Simon, Simmons, Andrew, Soininen, Hilkka
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer-Verlag 01.09.2012
Springer
Springer Nature B.V
Subjects
Online AccessGet full text
ISSN0028-3940
1432-1920
1432-1920
DOI10.1007/s00234-012-1005-0

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Abstract Introduction The aim of this study was to determine whether years of schooling influences regional cortical thicknesses and volumes in Alzheimer’s disease (AD), mild cognitive impairment (MCI), and healthy age-matched controls. Methods Using an automated image analysis pipeline, 33 regional cortical thickness and 15 regional volumes measures from MRI images were determined in 121 subjects with MCI, 121 patients with AD, and 113 controls from AddNeuroMed study. Correlations with years of schooling were determined and more highly and less highly educated subjects compared, controlling for intracranial volume, age, gender, country of origin, cognitive status, and multiple testing. Results After controlling for confounding factors and multiple testing, in the control group, subjects with more education had larger regional cortical thickness in transverse temporal cortex, insula, and isthmus of cingulate cortex than subjects with less education. However, in the AD group, the subjects with more education had smaller regional cortical thickness in temporal gyrus, inferior and superior parietal gyri, and lateral occipital cortex than the subjects with less education. No significant difference was found in the MCI group. Conclusion Education may increase regional cortical thickness in healthy controls, leading to increased brain reserve, as well as helping AD patients to cope better with the effects of brain atrophy by increasing cognitive reserve.
AbstractList The aim of this study was to determine whether years of schooling influences regional cortical thicknesses and volumes in Alzheimer's disease (AD), mild cognitive impairment (MCI), and healthy age-matched controls. Using an automated image analysis pipeline, 33 regional cortical thickness and 15 regional volumes measures from MRI images were determined in 121 subjects with MCI, 121 patients with AD, and 113 controls from AddNeuroMed study. Correlations with years of schooling were determined and more highly and less highly educated subjects compared, controlling for intracranial volume, age, gender, country of origin, cognitive status, and multiple testing. After controlling for confounding factors and multiple testing, in the control group, subjects with more education had larger regional cortical thickness in transverse temporal cortex, insula, and isthmus of cingulate cortex than subjects with less education. However, in the AD group, the subjects with more education had smaller regional cortical thickness in temporal gyrus, inferior and superior parietal gyri, and lateral occipital cortex than the subjects with less education. No significant difference was found in the MCI group. Education may increase regional cortical thickness in healthy controls, leading to increased brain reserve, as well as helping AD patients to cope better with the effects of brain atrophy by increasing cognitive reserve.
Introduction The aim of this study was to determine whether years of schooling influences regional cortical thicknesses and volumes in Alzheimer’s disease (AD), mild cognitive impairment (MCI), and healthy age-matched controls. Methods Using an automated image analysis pipeline, 33 regional cortical thickness and 15 regional volumes measures from MRI images were determined in 121 subjects with MCI, 121 patients with AD, and 113 controls from AddNeuroMed study. Correlations with years of schooling were determined and more highly and less highly educated subjects compared, controlling for intracranial volume, age, gender, country of origin, cognitive status, and multiple testing. Results After controlling for confounding factors and multiple testing, in the control group, subjects with more education had larger regional cortical thickness in transverse temporal cortex, insula, and isthmus of cingulate cortex than subjects with less education. However, in the AD group, the subjects with more education had smaller regional cortical thickness in temporal gyrus, inferior and superior parietal gyri, and lateral occipital cortex than the subjects with less education. No significant difference was found in the MCI group. Conclusion Education may increase regional cortical thickness in healthy controls, leading to increased brain reserve, as well as helping AD patients to cope better with the effects of brain atrophy by increasing cognitive reserve.
The aim of this study was to determine whether years of schooling influences regional cortical thicknesses and volumes in Alzheimer's disease (AD), mild cognitive impairment (MCI), and healthy age-matched controls. Using an automated image analysis pipeline, 33 regional cortical thickness and 15 regional volumes measures from MRI images were determined in 121 subjects with MCI, 121 patients with AD, and 113 controls from AddNeuroMed study. Correlations with years of schooling were determined and more highly and less highly educated subjects compared, controlling for intracranial volume, age, gender, country of origin, cognitive status, and multiple testing. After controlling for confounding factors and multiple testing, in the control group, subjects with more education had larger regional cortical thickness in transverse temporal cortex, insula, and isthmus of cingulate cortex than subjects with less education. However, in the AD group, the subjects with more education had smaller regional cortical thickness in temporal gyrus, inferior and superior parietal gyri, and lateral occipital cortex than the subjects with less education. No significant difference was found in the MCI group. Education may increase regional cortical thickness in healthy controls, leading to increased brain reserve, as well as helping AD patients to cope better with the effects of brain atrophy by increasing cognitive reserve.[PUBLICATION ABSTRACT]
Introduction: The aim of this study was to determine whether years of schooling influences regional cortical thicknesses and volumes in Alzheimer's disease (AD), mild cognitive impairment (MCI), and healthy age-matched controls. Methods: Using an automated image analysis pipeline, 33 regional cortical thickness and 15 regional volumes measures from MRI images were determined in 121 subjects with MCI, 121 patients with AD, and 113 controls from AddNeuroMed study. Correlations with years of schooling were determined and more highly and less highly educated subjects compared, controlling for intracranial volume, age, gender, country of origin, cognitive status, and multiple testing. Results: After controlling for confounding factors and multiple testing, in the control group, subjects with more education had larger regional cortical thickness in transverse temporal cortex, insula, and isthmus of cingulate cortex than subjects with less education. However, in the AD group, the subjects with more education had smaller regional cortical thickness in temporal gyrus, inferior and superior parietal gyri, and lateral occipital cortex than the subjects with less education. No significant difference was found in the MCI group. Conclusion: Education may increase regional cortical thickness in healthy controls, leading to increased brain reserve, as well as helping AD patients to cope better with the effects of brain atrophy by increasing cognitive reserve.
The aim of this study was to determine whether years of schooling influences regional cortical thicknesses and volumes in Alzheimer's disease (AD), mild cognitive impairment (MCI), and healthy age-matched controls.INTRODUCTIONThe aim of this study was to determine whether years of schooling influences regional cortical thicknesses and volumes in Alzheimer's disease (AD), mild cognitive impairment (MCI), and healthy age-matched controls.Using an automated image analysis pipeline, 33 regional cortical thickness and 15 regional volumes measures from MRI images were determined in 121 subjects with MCI, 121 patients with AD, and 113 controls from AddNeuroMed study. Correlations with years of schooling were determined and more highly and less highly educated subjects compared, controlling for intracranial volume, age, gender, country of origin, cognitive status, and multiple testing.METHODSUsing an automated image analysis pipeline, 33 regional cortical thickness and 15 regional volumes measures from MRI images were determined in 121 subjects with MCI, 121 patients with AD, and 113 controls from AddNeuroMed study. Correlations with years of schooling were determined and more highly and less highly educated subjects compared, controlling for intracranial volume, age, gender, country of origin, cognitive status, and multiple testing.After controlling for confounding factors and multiple testing, in the control group, subjects with more education had larger regional cortical thickness in transverse temporal cortex, insula, and isthmus of cingulate cortex than subjects with less education. However, in the AD group, the subjects with more education had smaller regional cortical thickness in temporal gyrus, inferior and superior parietal gyri, and lateral occipital cortex than the subjects with less education. No significant difference was found in the MCI group.RESULTSAfter controlling for confounding factors and multiple testing, in the control group, subjects with more education had larger regional cortical thickness in transverse temporal cortex, insula, and isthmus of cingulate cortex than subjects with less education. However, in the AD group, the subjects with more education had smaller regional cortical thickness in temporal gyrus, inferior and superior parietal gyri, and lateral occipital cortex than the subjects with less education. No significant difference was found in the MCI group.Education may increase regional cortical thickness in healthy controls, leading to increased brain reserve, as well as helping AD patients to cope better with the effects of brain atrophy by increasing cognitive reserve.CONCLUSIONEducation may increase regional cortical thickness in healthy controls, leading to increased brain reserve, as well as helping AD patients to cope better with the effects of brain atrophy by increasing cognitive reserve.
Author Aitken, Andrew
Muehlboeck, Sebastian
Spenger, Christian
Wahlund, Lars-Olof
Sobow, Tomasz
Liu, Yawu
Mecocci, Patrizia
Paajanen, Teemu
Westman, Eric
Vellas, Bruno
Tsolaki, Magda
Lovestone, Simon
Simmons, Andrew
Soininen, Hilkka
Julkunen, Valtteri
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  organization: Department of Neurology, University of Eastern Finland, Kuopio University Hospital, Department of Clinical Radiology, University of Eastern Finland, Kuopio University Hospital
– sequence: 2
  givenname: Valtteri
  surname: Julkunen
  fullname: Julkunen, Valtteri
  organization: Department of Neurology, University of Eastern Finland, Kuopio University Hospital
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  fullname: Paajanen, Teemu
  organization: Department of Neurology, University of Eastern Finland, Kuopio University Hospital
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  organization: Department of Neurobiology, Care Sciences and Society, Section of Clinical Geriatrics, Karolinska Institutet
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  organization: NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Foundation Trust and King’s College London
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  fullname: Sobow, Tomasz
  organization: Department of Old Age Psychiatry and Psychotic Disorders, Medical University of Lodz
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  surname: Mecocci
  fullname: Mecocci, Patrizia
  organization: Institute of Gerontology and Geriatrics, University of Perugia
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  surname: Tsolaki
  fullname: Tsolaki, Magda
  organization: Third Department of Neurology, Aristotle University of Thessaloniki
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  organization: Toulouse Gerontopole University Hospital, Universite Paul Sabatier, INSERM U 558
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  organization: McConnell Brain Imaging Center, McGill University
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  surname: Spenger
  fullname: Spenger, Christian
  organization: Department of Clinical Science, Intervention and Technology, Karolinska Institutet
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  givenname: Simon
  surname: Lovestone
  fullname: Lovestone, Simon
  organization: NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Foundation Trust and King’s College London, MRC Centre for Neurodegeneration Research, Institute of Psychiatry, King’s College London
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  givenname: Andrew
  surname: Simmons
  fullname: Simmons, Andrew
  organization: NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Foundation Trust and King’s College London, MRC Centre for Neurodegeneration Research, Institute of Psychiatry, King’s College London
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  surname: Soininen
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  email: hilkka.soininen@kuh.fi
  organization: Department of Neurology, University of Eastern Finland, Kuopio University Hospital
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Issue 9
Keywords MCI (mild cognitive impairment)
Cognitive aging
Alzheimer’s disease
Education
MRI
Nervous system diseases
Senescence
Radiodiagnosis
Alzheimer disease
Nuclear magnetic resonance imaging
Cerebral disorder
Central nervous system disease
Degenerative disease
Alzheimer's disease
Structural analysis
Language English
License CC BY 4.0
This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited.
other-oa
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PublicationSubtitle A Journal Devoted to Neuroimaging and Interventional Neuroradiology
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Snippet Introduction The aim of this study was to determine whether years of schooling influences regional cortical thicknesses and volumes in Alzheimer’s disease...
The aim of this study was to determine whether years of schooling influences regional cortical thicknesses and volumes in Alzheimer's disease (AD), mild...
Introduction: The aim of this study was to determine whether years of schooling influences regional cortical thicknesses and volumes in Alzheimer's disease...
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StartPage 929
SubjectTerms Aged
Aging
Alzheimer Disease - pathology
Alzheimer's disease
Analysis of Variance
Atrophy
Atrophy - pathology
Biological and medical sciences
Brain
Brain Mapping - methods
Case-Control Studies
Cognition & reasoning
Cognitive ability
Cortex (cingulate)
Cortex (occipital)
Cortex (parietal)
Cortex (temporal)
Degenerative and inherited degenerative diseases of the nervous system. Leukodystrophies. Prion diseases
Diagnostic Neuroradiology
Educational attainment
Educational Status
Female
Humans
Image Interpretation, Computer-Assisted
Image processing
Imaging
Investigative techniques, diagnostic techniques (general aspects)
Longitudinal Studies
Magnetic resonance imaging
Magnetic Resonance Imaging - methods
Male
Medical sciences
Medicine
Medicine & Public Health
Nervous system
Neurodegenerative diseases
Neuroimaging
Neurology
Neuroradiology
Neurosciences
Neurosurgery
NMR
Nuclear magnetic resonance
Phantoms, Imaging
Prospective Studies
Radiodiagnosis. Nmr imagery. Nmr spectrometry
Radiology
temporal gyrus
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Title Education increases reserve against Alzheimer’s disease—evidence from structural MRI analysis
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