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 in | Neuroradiology Vol. 54; no. 9; pp. 929 - 938 |
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Main Authors | , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer-Verlag
01.09.2012
Springer Springer Nature B.V |
Subjects | |
Online Access | Get full text |
ISSN | 0028-3940 1432-1920 1432-1920 |
DOI | 10.1007/s00234-012-1005-0 |
Cover
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. |
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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 |
Author_xml | – sequence: 1 givenname: Yawu surname: Liu fullname: Liu, Yawu 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 – sequence: 3 givenname: Teemu surname: Paajanen fullname: Paajanen, Teemu organization: Department of Neurology, University of Eastern Finland, Kuopio University Hospital – sequence: 4 givenname: Eric surname: Westman fullname: Westman, Eric organization: Department of Neurobiology, Care Sciences and Society, Section of Clinical Geriatrics, Karolinska Institutet – sequence: 5 givenname: Lars-Olof surname: Wahlund fullname: Wahlund, Lars-Olof organization: Department of Neurobiology, Care Sciences and Society, Section of Clinical Geriatrics, Karolinska Institutet – sequence: 6 givenname: Andrew surname: Aitken fullname: Aitken, Andrew organization: NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Foundation Trust and King’s College London – sequence: 7 givenname: Tomasz surname: Sobow fullname: Sobow, Tomasz organization: Department of Old Age Psychiatry and Psychotic Disorders, Medical University of Lodz – sequence: 8 givenname: Patrizia surname: Mecocci fullname: Mecocci, Patrizia organization: Institute of Gerontology and Geriatrics, University of Perugia – sequence: 9 givenname: Magda surname: Tsolaki fullname: Tsolaki, Magda organization: Third Department of Neurology, Aristotle University of Thessaloniki – sequence: 10 givenname: Bruno surname: Vellas fullname: Vellas, Bruno organization: Toulouse Gerontopole University Hospital, Universite Paul Sabatier, INSERM U 558 – sequence: 11 givenname: Sebastian surname: Muehlboeck fullname: Muehlboeck, Sebastian organization: McConnell Brain Imaging Center, McGill University – sequence: 12 givenname: Christian surname: Spenger fullname: Spenger, Christian organization: Department of Clinical Science, Intervention and Technology, Karolinska Institutet – sequence: 13 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 – sequence: 14 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 – sequence: 15 givenname: Hilkka surname: Soininen fullname: Soininen, Hilkka email: hilkka.soininen@kuh.fi organization: Department of Neurology, University of Eastern Finland, Kuopio University Hospital |
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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 |
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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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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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