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Published in: Journal of Neurology 11/2015

01-11-2015 | Original Communication

Late-life memory trajectories in relation to incident dementia and regional brain atrophy

Authors: Laura B. Zahodne, Melanie M. Wall, Nicole Schupf, Richard Mayeux, Jennifer J. Manly, Yaakov Stern, Adam M. Brickman

Published in: Journal of Neurology | Issue 11/2015

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Abstract

The trajectory, or slope, of cognitive decline may provide differentiation of older adults with and without incipient neurodegenerative disease. Cognitive aging phenotypes based on memory trajectories could be used as outcome measures for clinical trials or observational studies of risk and protective factors for dementia. This study used growth mixture modeling (GMM) to identify trajectory groups based on age- and education-corrected composite memory scores derived from immediate, delayed and recognition trials of the Selective Reminding Test. Participants included 2593 participants initially without dementia (mean age at entry = 76) in a community-based study of aging and dementia in northern Manhattan. Trajectory groups were compared on consensus diagnoses of dementia and structural MRI measures of hippocampal volume and entorhinal cortical thickness. Heterogeneity in memory trajectories allowed us to identify four groups: Stable-High (43.5 %), Stable-Low (17.1 %), Decliner (26.8 %), and Rapid Decliner (12.5 %). Decliners had more brain atrophy and higher rates of conversion to dementia. This study highlights the heterogeneity in cognitive aging and provides evidence that most elderly maintain memory function as they age. Associations with dementia and imaging measures validate subgroups of older adults identified with GMM based on their memory trajectories. Future research should use these memory trajectory phenotypes to determine whether dementia risk and protective factors differ for individuals following different memory trajectories.
Literature
1.
go back to reference Crystal H, Dickson D, Fuld P et al (1988) Clinico-pathologic studies in dementia: nondemented subjects with pathologically confirmed Alzheimer’s disease. Neurology 38:1682–1687CrossRefPubMed Crystal H, Dickson D, Fuld P et al (1988) Clinico-pathologic studies in dementia: nondemented subjects with pathologically confirmed Alzheimer’s disease. Neurology 38:1682–1687CrossRefPubMed
2.
go back to reference Monsell SE, Mock C, Hassenstab J et al (2014) Neuropsychological changes in asymptomatic persons with Alzheimer disease neuropathology. Neurology 83:434–440PubMedCentralCrossRefPubMed Monsell SE, Mock C, Hassenstab J et al (2014) Neuropsychological changes in asymptomatic persons with Alzheimer disease neuropathology. Neurology 83:434–440PubMedCentralCrossRefPubMed
4.
go back to reference Muniz Terrera G, Brayne C, Matthews F, the CC75C Study Collaboration Group (2010) One size fits all? Why we need more sophisticated analytical methods in the explanation of trajectories of cognition in older age and their potential risk factors. Int Psychogeriatr 22:291–299CrossRef Muniz Terrera G, Brayne C, Matthews F, the CC75C Study Collaboration Group (2010) One size fits all? Why we need more sophisticated analytical methods in the explanation of trajectories of cognition in older age and their potential risk factors. Int Psychogeriatr 22:291–299CrossRef
6.
go back to reference Tang MX, Cross P, Andrews H et al (2001) Incidence of AD in African-Americans, Caribbean Hispanics, and Caucasians in northern Manhattan. Neurology 56:49–56CrossRefPubMed Tang MX, Cross P, Andrews H et al (2001) Incidence of AD in African-Americans, Caribbean Hispanics, and Caucasians in northern Manhattan. Neurology 56:49–56CrossRefPubMed
7.
go back to reference Collie A, Maruff P (2000) The neuropsychology of preclinical Alzheimer’s disease and mild cognitive impairment. Neurosci Biobeh Rev 24:365–374CrossRef Collie A, Maruff P (2000) The neuropsychology of preclinical Alzheimer’s disease and mild cognitive impairment. Neurosci Biobeh Rev 24:365–374CrossRef
8.
go back to reference Buschke H, Fuld PA (1974) Evaluating storage, retention, and retrieval in disordered memory and learning. Neurology 24:1019–1025CrossRefPubMed Buschke H, Fuld PA (1974) Evaluating storage, retention, and retrieval in disordered memory and learning. Neurology 24:1019–1025CrossRefPubMed
9.
go back to reference Siedlecki KL, Manly JJ, Brickman AM, Schupf N, Tang M-X, Stern Y (2010) Do neuropsychological tests have the same meaning in Spanish speakers as they do in English speakers? Neuropsychology 24:402–411PubMedCentralCrossRefPubMed Siedlecki KL, Manly JJ, Brickman AM, Schupf N, Tang M-X, Stern Y (2010) Do neuropsychological tests have the same meaning in Spanish speakers as they do in English speakers? Neuropsychology 24:402–411PubMedCentralCrossRefPubMed
10.
go back to reference American Psychiatric Association (1987) Diagnostic and statistical manual of mental disorders, revised, 3rd edn. American Psychiatric Association, Washington, DC American Psychiatric Association (1987) Diagnostic and statistical manual of mental disorders, revised, 3rd edn. American Psychiatric Association, Washington, DC
11.
go back to reference McKhann G, Drachman D, FolsteinM Katzman R, Price D, Stadlan EM (1984) Clinical diagnosis of Alzheimer’s disease. Report of the NINCDS-ADRDA Work Group under the auspices of the Department of Health and Human Services Task Force on Alzheimer’s disease. Neurology 34:939–944CrossRefPubMed McKhann G, Drachman D, FolsteinM Katzman R, Price D, Stadlan EM (1984) Clinical diagnosis of Alzheimer’s disease. Report of the NINCDS-ADRDA Work Group under the auspices of the Department of Health and Human Services Task Force on Alzheimer’s disease. Neurology 34:939–944CrossRefPubMed
12.
go back to reference McKeith IG, Perry EK, Perry PH (1999) Report of the second dementia with Lewy body international workshop: diagnosis and treatment. Neurology 53:902CrossRefPubMed McKeith IG, Perry EK, Perry PH (1999) Report of the second dementia with Lewy body international workshop: diagnosis and treatment. Neurology 53:902CrossRefPubMed
13.
go back to reference Roman GC, Tatemichi TK, Erkinjuntti T et al (1993) Diagnostic criteria for research studies: report of the NINDS-AIREN International Workshop. Neurology 43:250CrossRefPubMed Roman GC, Tatemichi TK, Erkinjuntti T et al (1993) Diagnostic criteria for research studies: report of the NINDS-AIREN International Workshop. Neurology 43:250CrossRefPubMed
14.
go back to reference Brickman AM, Schupf N, Manly JJ et al (2008) Brain morphology in older African Americans, Caribbean Hispanics, and whites from northern Manhattan. Arch Neurol 65:1053–1061PubMedCentralPubMed Brickman AM, Schupf N, Manly JJ et al (2008) Brain morphology in older African Americans, Caribbean Hispanics, and whites from northern Manhattan. Arch Neurol 65:1053–1061PubMedCentralPubMed
15.
go back to reference Brickman AM, Zahodne LB, Guzman VA et al (2015) Reconsidering harbingers of dementia: progression of parietal lobe white matter hyperintensities predicts Alzheimer’s disease incidence. Neurobiol Aging 36:27–32CrossRefPubMed Brickman AM, Zahodne LB, Guzman VA et al (2015) Reconsidering harbingers of dementia: progression of parietal lobe white matter hyperintensities predicts Alzheimer’s disease incidence. Neurobiol Aging 36:27–32CrossRefPubMed
16.
go back to reference Bleecker ML, Bolla-Wilson K, Agnew J, Meyers DA (1988) Age-related differences in verbal memory. J Clin Psychol 44:403–411CrossRefPubMed Bleecker ML, Bolla-Wilson K, Agnew J, Meyers DA (1988) Age-related differences in verbal memory. J Clin Psychol 44:403–411CrossRefPubMed
17.
go back to reference Verhaeghen P, Salthouse TA (1997) Meta-analyses of age-cognition relations in adulthood: estimates of linear and nonlinear age effects and structural models. Psychol Bull 122:231–249CrossRefPubMed Verhaeghen P, Salthouse TA (1997) Meta-analyses of age-cognition relations in adulthood: estimates of linear and nonlinear age effects and structural models. Psychol Bull 122:231–249CrossRefPubMed
18.
go back to reference Piccinin AM, Muniz G, Clouston S et al (2013) Coordinated analysis of age, sex, and education effects on change in MMSE scores. J Gerontol B Psychol Sci Soc Sci 68:374-390PubMedCentralCrossRefPubMed Piccinin AM, Muniz G, Clouston S et al (2013) Coordinated analysis of age, sex, and education effects on change in MMSE scores. J Gerontol B Psychol Sci Soc Sci 68:374-390PubMedCentralCrossRefPubMed
19.
go back to reference Morgan AA, Marsiske M, Whitfield KE (2008) Characterizing and explaining differences in cognitive test performance between African American and European American older adults. Exp Aging Res 34:80–100PubMedCentralCrossRefPubMed Morgan AA, Marsiske M, Whitfield KE (2008) Characterizing and explaining differences in cognitive test performance between African American and European American older adults. Exp Aging Res 34:80–100PubMedCentralCrossRefPubMed
Metadata
Title
Late-life memory trajectories in relation to incident dementia and regional brain atrophy
Authors
Laura B. Zahodne
Melanie M. Wall
Nicole Schupf
Richard Mayeux
Jennifer J. Manly
Yaakov Stern
Adam M. Brickman
Publication date
01-11-2015
Publisher
Springer Berlin Heidelberg
Published in
Journal of Neurology / Issue 11/2015
Print ISSN: 0340-5354
Electronic ISSN: 1432-1459
DOI
https://doi.org/10.1007/s00415-015-7871-8

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