Transitions to mild cognitive impairments, dementia, and death: findings from the Nun Study
Open accessAbstract
The potential of early interventions for dementia has increased interest in cognitive impairments less severe than dementia. However, predictors of the trajectory from intact cognition to dementia have not yet been clearly identified. The purpose of this study was to determine whether known risk factors for dementia increased the risk of mild cognitive impairments or progression from mild cognitive impairments to dementia. A polytomous logistic regression model was used, with parameters governing transitions within transient states (intact cognition, mild cognitive impairments, global impairment) estimated separately from parameters governing the transition from transient to absorbing state (dementia or death). Analyses were based on seven annual examinations (1991-2002) of 470 Nun Study participants aged > or = 75 years at baseline and living in the United States. Odds of developing dementia increased with age primarily for those with low educational levels. In these women, presence of an apolipoprotein E gene *E4 allele increased the odds more than fourfold by age 95 years. Age, education, and the apolipoprotein E gene were all significantly associated with mild cognitive impairments. Only age, however, was associated with progression to dementia. Thus, risk factors for dementia may operate primarily by predisposing individuals to develop mild cognitive impairments; subsequent progression to dementia then depends on only time and competing mortality.
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The Nun Study found discordance between cognition and pathology.
“For example, the Nun Study has shown discordance of cognition with pathology as well as the important effects of education, diet, linguistic ability, and childhood positive emotion on cognitive function in late life (Iacono, et al., 2009,Tyas, et al., 2007).”
From Cellular, synaptic, and biochemical features of resilient cognition in Alzheimer’s disease (2013) · cites this paper as Tyas, et al., 2007
The Nun Study found that education, diet, linguistic ability, and childhood positive emotion affect late-life cognitive function.
“For example, the Nun Study has shown discordance of cognition with pathology as well as the important effects of education, diet, linguistic ability, and childhood positive emotion on cognitive function in late life (Iacono, et al., 2009,Tyas, et al., 2007).”
From Cellular, synaptic, and biochemical features of resilient cognition in Alzheimer’s disease (2013) · cites this paper as Tyas, et al., 2007
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Cites
An Introduction to the Bootstrap
Efron, B., & Tibshirani, R. J. (1994) · doi:10.1201/9780429246593 · Cited by 40,500 · see citing works
Mild Cognitive Impairment: Clinical Characterization and Outcome
Petersen, R. C., Smith, G. E., Waring, S. C., Ivnik, R. J., Tangalos, E. G., & Kokmen, E. (1999) · Archives of Neurology · doi:10.1001/archneur.56.3.303 · Cited by 8,980 · see citing works
Everitt, B. S. (2001) · Psychology Press eBooks · doi:10.4324/9781410605542-11 · Cited by 6,877 · see citing works
Overdependence on degraded gist memory in Alzheimer's disease.
Gallo, D. A., Shahid, K. R., Olson, M. A., Solomon, T. M., Schacter, D. L., & Budson, A. E. (2006) · Neuropsychology · doi:10.1037/0894-4105.20.6.625 · Cited by 4,756 · see citing works
Moms, J. C., Heyman, A., Mohs, R. C., Hughes, J. P., van Belle, G., Fillenbaum, G., Mellits, E. D., & Clark, C. (1989) · Neurology · doi:10.1212/wnl.39.9.1159 · Cited by 4,130 · see citing works
Gauthier, S. G., Reisberg, ., Zaudig, M., Petersen, R. C., Ritchie, K. A., Broich, K., Belleville, S., Brodaty, H., Bennett, D. A., Chertkow, H. M., et al. (2006) · The Lancet · doi:10.1016/s0140-6736(06)68542-5 · Cited by 3,920 · see citing works
Diggle, P. J., Heagerty, P. J., Liang, K., & Zeger, S. L. (2002) · doi:10.1093/oso/9780198524847.001.0001 · Cited by 3,388 · see citing works
Consortium to Establish a Registry for Alzheimer's Disease (CERAD)
Fillenbaum, G., & Heyman, A. (2002) · doi:10.1002/0470846410.ch42(iii · Cited by 2,859 · see citing works
Petersen, R. C., Stevens, J. C., Ganguli, M., Tangalos, E. G., Cummings, J. L., & DeKosky, S. T. (2001) · Neurology · doi:10.1212/wnl.56.9.1133 · Cited by 2,065 · see citing works
Mild Cognitive Impairment Represents Early-Stage Alzheimer Disease
Morris, J. C., Storandt, M., Miller, J. P., McKeel, D. W., Price, J. L., Rubin, E. H., & Berg, L. (2001) · Archives of Neurology · doi:10.1001/archneur.58.3.397 · Cited by 1,833 · see citing works
Snowdon, D. A. (1997) · JAMA: The Journal of the American Medical Association · doi:10.1001/jama.1997.03540340047031 · Cited by 1,590 · see citing works
Self-citationMorris, J. C., Mohs, R. C., Rogers, H., Fillenbaum, G. G., & Heyman, A. (1988) · PubMed · Cited by 1,131 · see citing works
Natural history of mild cognitive impairment in older persons
Bennett, D. A., Wilson, R. S., Schneider, J. A., Evans, D. A., Beckett, L. A., Aggarwal, N. T., Barnes, L. L., Fox, J. H., & Bach, J. (2002) · Neurology · doi:10.1212/wnl.59.2.198 · Cited by 1,037 · see citing works
Welsh, K. A., Butters, N., Mohs, R. C., Beekly, D., Edland, S., Fillenbaum, G., & Heyman, A. (1994) · Neurology · doi:10.1212/wnl.44.4.609 · Cited by 951 · see citing works
An Introduction to the Bootstrap.
Simonoff, J. S., Efron, B., Tibshirani, R. J., & Hjorth, J. S. U. (1994) · Journal of the American Statistical Association · doi:10.2307/2291020 · Cited by 855 · see citing works
Brain infarction and the clinical expression of Alzheimer disease. The Nun Study.
Snowdon, D. A., Greiner, L. H., Mortimer, J. A., et al. (1997) · PubMed · Cited by 846 · see citing works
Self-citationClassification criteria for mild cognitive impairment
Ritchie, K. A., Artéro, S., & Touchon, J. (2001) · Neurology · doi:10.1212/wnl.56.1.37 · Cited by 831 · see citing works
Petersen, R. C. (1995) · JAMA · doi:10.1001/jama.1995.03520400044042 · Cited by 783 · see citing works
Snowdon, D. A. (1996) · JAMA · doi:10.1001/jama.1996.03530310034029 · Cited by 696 · see citing works
Self-citationNeuropathologic Features of Amnestic Mild Cognitive Impairment
Petersen, R. C., Parisi, J. E., Dickson, D. W., Johnson, K. A., Knopman, D. S., Boeve, B. F., Jicha, G. A., Ivnik, R. J., Smith, G. E., Tangalos, E. G., et al. (2006) · Archives of Neurology · doi:10.1001/archneur.63.5.665 · Cited by 616 · see citing works
Mild cognitive impairment is related to Alzheimer disease pathology and cerebral infarctions
Bennett, D. A., Schneider, J. A., Bienias, J. L., Evans, D. A., & Wilson, R. S. (2005) · Neurology · doi:10.1212/01.wnl.0000152982.47274.9e · Cited by 537 · see citing works
Vascular risk factors, incidence of MCI, and rates of progression to dementia
Solfrizzi, V., Panza, F., Colacicco, A. M., D’Introno, A., Capurso, C., Torres, F., Grigoletto, F., Maggi, S., Del Parigi, A., Reiman, E. M., et al. (2004) · Neurology · doi:10.1212/01.wnl.0000144281.38555.e3 · Cited by 530 · see citing works
Lopez, O. L., Jagust, W. J., Dulberg, C., Becker, J. T., DeKosky, S. T., Fitzpatrick, A., Breitner, J., Lyketsos, C., Jones, B., Kawas, C., et al. (2003) · Archives of Neurology · doi:10.1001/archneur.60.10.1394 · Cited by 477 · see citing works
Elements of Applied Stochastic Processes
Cohen, J. W., & Bhat, U. N. (1975) · International Statistical Review · doi:10.2307/1402665 · Cited by 395 · see citing works
Riley, K. P., Snowdon, D. A., & Markesbery, W. R. (2002) · Annals of Neurology · doi:10.1002/ana.10161 · Cited by 392 · see citing works
Self-citationMild cognitive impairment: conceptual basis and current nosological status
Ritchie, K. A., & Touchon, J. (2000) · The Lancet · doi:10.1016/s0140-6736(99)06155-3 · Cited by 386 · see citing works
Aging and Alzheimer's Disease: Lessons From the Nun Study
Snowdon, D. A. (1997) · The Gerontologist · doi:10.1093/geront/37.2.150 · Cited by 367 · see citing works
Self-citationRiley, K. P., Snowdon, D. A., Desrosiers, M. F., & Markesbery, W. R. (2005) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2004.06.019 · Cited by 303 · see citing works
Self-citationTervo, S., Kivipelto, M., Hänninen, T., Vanhanen, M., Hallikainen, M., Mannermaa, A., & Soininen, H. (2004) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000076356 · Cited by 298 · see citing works
Luis, C. A., Loewenstein, D., Acevedo, A., Barker, W. W., & Duara, R. (2003) · Neurology · doi:10.1212/01.wnl.0000080366.90234.7f · Cited by 245 · see citing works
Rates of progression in mild cognitive impairment and early Alzheimer’s disease
Storandt, M., Grant, E., Miller, J. P., & Morris, J. C. (2002) · Neurology · doi:10.1212/wnl.59.7.1034 · Cited by 203 · see citing works
Amieva, H., Letenneur, L., Dartigues, J., Rouch‐Leroyer, I., Sourgen, C., d'Alché-Birée, F., Dib, M., Barberger‐Gateau, P., Orgogozo, J., & Fabrigoule, C. (2004) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000077815 · Cited by 187 · see citing works
Risk factors for transitions from normal to mild cognitive impairment and dementia
Kryscio, R. J., Schmitt, F. A., Salazar-Uribe, J. C., Mendiondo, M. S., & Markesbery, W. R. (2006) · Neurology · doi:10.1212/01.wnl.0000203264.71880.45 · Cited by 173 · see citing works
Self-citationMild cognitive impairment: an epidemiological perspective
Ritchie, K. A. (2004) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2004.6.4/kritchie · Cited by 167 · see citing works
Hsiung, G. R. (2004) · Canadian Medical Association Journal · doi:10.1503/cmaj.1031789 · Cited by 164 · see citing works
Age-related cognitive decline, mild cognitive impairment or preclinical Alzheimer's disease?
Celsis, P. (2000) · Annals of Medicine · doi:10.3109/07853890008995904 · Cited by 163 · see citing works
Palmer, K., Fratiglioni, L., & Winblad, B. G. (2003) · Acta Neurologica Scandinavica · doi:10.1034/j.1600-0404.107.s179.2.x · Cited by 146 · see citing works
The Performance Test of Activities of Daily Living
Kuriansky, J., & Gurland, B. J. (1976) · The International Journal of Aging and Human Development · doi:10.2190/x45l-tww7-wxxy-ka6k · Cited by 140 · see citing works
Petersen, R. C. (1995) · JAMA · doi:10.1001/jama.273.16.1274 · Cited by 134 · see citing works
Devanand, D. P., Pelton, G. H., Zamora, D., Liu, X., Tabert, M. H., Goodkind, M. S., Scarmeas, N., Braun, I. M., Stern, Y., & Mayeux, R. P. (2005) · Archives of Neurology · doi:10.1001/archneur.62.6.975 · Cited by 119 · see citing works
Measuring Alzheimer’s disease progression with transition probabilities
Neumann, P. J., Araki, S. S., Arcelus, A., Longo, A., Papadopoulos, G., Kosik, K. S., Kuntz, K. M., & Bhattacharjya, A. S. (2001) · Neurology · doi:10.1212/wnl.57.6.957 · Cited by 114 · see citing works
Elements of Applied Stochastic Processes
Wilkinson, J. C., & Bhat, U. N. (1974) · Operational Research Quarterly (1970-1977) · doi:10.2307/3007794 · Cited by 100 · see citing works
Brayne, C. (2002) · International Journal of Epidemiology · doi:10.1093/ije/31.4.879 · Cited by 96 · see citing works
Snowdon, D. A. (2001) · DigitalGeorgetown (Georgetown University Library) · Cited by 92 · see citing works
Self-citationAggarwal, N. T., Wilson, R. S., Beck, T. L., Bienias, J. L., Berry‐Kravis, E., & Bennett, D. A. (2005) · Neurocase · doi:10.1080/13554790490903038 · Cited by 88 · see citing works
Predicting Who Will Develop Dementia in a Cohort of Canadian Seniors
Hogan, D. B., & Ebly, E. M. (2000) · Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques · doi:10.1017/s0317167100051921 · Cited by 70 · see citing works
Tian, J. (2003) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.74.4.433 · Cited by 65 · see citing works
Simulated activities of daily living examination.
Potvin, A. R., Tourtellotte, W. W., Dailey, J. S., Alberts, J. W., Walker, J. E., Pew, R. W., Henderson, W. G., & Snyder, D. (1972) · PubMed · Cited by 59 · see citing works
Mild cognitive impairment: further caution
MILWAIN, E. (2000) · The Lancet · doi:10.1016/s0140-6736(05)74764-4 · Cited by 44 · see citing works
Measuring Alzheimer's disease progression with transition probabilities in the Taiwanese population
Fuh, J., Pwu, R., Wang, S., et al. (2004) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.1076 · Cited by 18 · see citing works
Mendiondo, M. S., Kryscio, R. J., & Schmitt, F. A. (2001) · Neurology · doi:10.1212/wnl.57.6.943 · Cited by 16 · see citing works
Self-citationSchmidt, R. (2005) · Wiener klinische Wochenschrift · doi:10.1007/s00508-005-0411-2 · Cited by 11 · see citing works
ORDMKV: a computer program fitting proportional odds model for multi-state Markov process
Guo, W., & Marshall, G. R. (1995) · Computer Methods and Programs in Biomedicine · doi:10.1016/0169-2607(95)01625-4 · Cited by 8 · see citing works
Flagged first, then by citations
Research works printed but not linked: 4
- Gauthier S, Reisberg B, Zaudig M, et al. Mild cognitive im- pairment. Lancet 2006;367:1262-70.
- Snowdon DA, Kemper SJ, Mortimer JA, et al. Linguistic ability in early life and cognitive function and Alzheimer's disease in late life. JAMA 1996;275:528-32.
- Tyas et al. Am J Epidemiol 2007;165:1231-1238
- Diggle PJ, Heagerty P, Liang KY, et al. Analysis of longitu- dinal data. New York, NY: Oxford University Press, 2002.
Cited by
Sorted by citations
Mitchell, A. J., & Shiri‐Feshki, M. (2009) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2008.01326.x · Cited by 1,659 · see citing works
Plassman, B. L., Williams, J. W., Burke, J. R., Holsinger, T., & Benjamin, S. (2010) · Annals of Internal Medicine · doi:10.7326/0003-4819-153-3-201008030-00258 · Cited by 681 · see citing works
Environment and Brain Plasticity: Towards an Endogenous Pharmacotherapy
Sale, A., Berardi, N., & Maffei, L. (2014) · Physiological Reviews · doi:10.1152/physrev.00036.2012 · Cited by 402 · see citing works
Koepsell, T. D., & Monsell, S. E. (2012) · Neurology · doi:10.1212/wnl.0b013e31826e26b7 · Cited by 369 · see citing works
Edmonds, E. C., Delano‐Wood, L., Clark, L. R., Jak, A. J., Nation, D. A., McDonald, C. R., Libon, D. J., Au, R., Galasko, D., Salmon, D. P., et al. (2015) · Alzheimer's & Dementia · doi:10.1016/j.jalz.2014.03.005 · Cited by 256 · see citing works
Smoking History and Cognitive Function in Middle Age From the Whitehall II Study
Sabia, S. (2008) · Archives of Internal Medicine · doi:10.1001/archinte.168.11.1165 · Cited by 128 · see citing works
Cellular, synaptic, and biochemical features of resilient cognition in Alzheimer’s disease
Arnold, S. E., Louneva, N., Cao, K., Wang, L.-S., Han, L.-Y., Wolk, D. A., Negash, S., Leurgans, S. E., Schneider, J. A., Buchman, A. S., et al. (2013) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2012.03.004 · Cited by 123 · see citing works
Babiloni, C., Triggiani, A. I., Lizio, R., Cordone, S., Tattoli, G., Bevilacqua, V., Soricelli, A., Ferri, R., Nobili, F., Gesualdo, L., et al. (2016) · Frontiers in Neuroscience · doi:10.3389/fnins.2016.00047 · Cited by 106 · see citing works
Silva, A. R. T., Santos, A. C. F., Farfel, J. M., Grinberg, L. T., Ferretti, R. E. L., Campos, A. H. J. F. M., Cunha, I. W., Begnami, M. D., Rocha, R. M., Carraro, D. M., et al. (2014) · PLoS ONE · doi:10.1371/journal.pone.0099897 · Cited by 99 · see citing works
Rovner, B. W., Casten, R. J., Hegel, M. T., & Leiby, B. E. (2012) · Contemporary Clinical Trials · doi:10.1016/j.cct.2012.02.016 · Cited by 22 · see citing works
- Authors
- Tyas, S. L., Salazar, J. C., Snowdon, D. A., Desrosiers, M. F., Riley, K. P., Mendiondo, M. S., & Kryscio, R. J.
- Affiliations
- University of Waterloo (CA)
- University of Kentucky (US)
- Venue
- American Journal of Epidemiology
- Publisher
- Oxford University Press (OUP)
- Published
- 2007-04-02
- Volume
- 165
- Issue
- 11
- Pages
- 1231-1238
- ISSN
- 0002-9262 (ISSN-L)
- 1476-6256
- PMC
- PMC2516202
- OpenAlex
- W2138319363
- Cited by
- 163
- References
- 53
- Citations by year
- 2025: 2 · 2024: 5 · 2023: 6 · 2022: 5 · 2021: 6 · 2020: 7 · 2019: 9 · 2018: 5 · 2017: 7 · 2016: 10 · 2015: 6 · 2014: 16 · 2013: 15 · 2012: 11
- FWCI
- 8.88
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- American Journal of Epidemiology (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Robert J. Kleberg, Jr. and Helen C. Kleberg Foundation
- National Institutes of Health (5k04ag000553-02)
- National Institute on Aging (R01AG009862, P50AG005144, P50AG-05144, K04 AG00553, R01AG09862)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Cancer-related cognitive impairment studies
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Keywords
- mild cognitive impairment, dementia, dementia progression, cognitive decline trajectories, apolipoprotein E ε4 allele, educational attainment, aging, mortality, older women, dementia risk factors, Nun Study
- MeSH terms
- Age Factors, Aged, Aged, 80 and over, Cognition Disorders, Dementia, Educational Status, Female, Humans, Markov Chains, Risk Factors, United States, Cohort Studies, Likelihood Functions, Logistic Models, Age Distribution, Disease Progression, Genetic Predisposition to Disease, Apolipoprotein E4
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