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Stolz E, Mayerl H, Muniz-Terrera G, Gill TM. Terminal Decline in Physical Function in Older Adults. J Gerontol A Biol Sci Med Sci 2024; 79:glad119. [PMID: 37148208 PMCID: PMC10733182 DOI: 10.1093/gerona/glad119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Indexed: 05/08/2023] Open
Abstract
BACKGROUND It is currently unclear whether (and when) physical function exhibits a terminal decline phase, that is, a substantial acceleration of decline in the very last years before death. METHODS 702 deceased adults aged 70 years and older from the Yale PEP Study provided 4 133 measurements of physical function (Short Physical Performance Battery, SPPB) up to 20 years before death. In addition, continuous gait and chair rise subtest scores (in seconds) were assessed. Generalized mixed regression models with random change points were used to estimate the onset and the steepness of terminal decline in physical function. RESULTS Decline accelerated in the last years of life in all 3 measures of physical function. The onset of terminal decline occurred 1 year before death for the SPPB, and at 2.5 and 2.6 years before death for chair rise and gait speed test scores, respectively. Terminal declines in physical function were 6-8 times steeper than pre-terminal declines. Relative to those whose condition leading to death was frailty, participants who died from dementia and cancer had an up to 6 months earlier and 3 months later onset of terminal decline in SPPB, respectively. CONCLUSIONS Terminal decline in physical function among older adults is comparable to the more established terminal decline phenomenon in cognition. Our results provide additional evidence of late-life rapid decline in physical function due to impending death.
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Affiliation(s)
- Erwin Stolz
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria
| | - Hannes Mayerl
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria
| | - Graciela Muniz-Terrera
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
- Heritage College of Osteopathic Medicine, Ohio University, Athens, Ohio, USA
| | - Thomas M Gill
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
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Margrett JA, Schofield T, Martin P, Poon LW, Masaki K, Donlon TA, Kallianpur KJ, Willcox BJ. Novel Functional, Health, and Genetic Determinants of Cognitive Terminal Decline: Kuakini Honolulu Heart Program/Honolulu-Asia Aging Study. J Gerontol A Biol Sci Med Sci 2022; 77:1525-1533. [PMID: 34918073 PMCID: PMC9373950 DOI: 10.1093/gerona/glab327] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Indexed: 11/13/2022] Open
Abstract
To investigate interindividual differences in cognitive terminal decline and identify determinants including functional, health, and genetic risk and protective factors, data from the Honolulu Heart Program/Honolulu-Asia Aging Study, a prospective cohort study of Japanese American men, were analyzed. The sample was recruited in 1965-1968 (ages 45-68 years). Longitudinal performance of cognitive abilities and mortality status were assessed from Exam 4 (1991-1993) through June 2014. Latent class analysis revealed 2 groups: maintainers retained relatively high levels of cognitive functioning until death and decliners demonstrated significant cognitive waning several years prior to death. Maintainers were more likely to have greater education, diagnosed coronary heart disease, and presence of the apolipoprotein E (APOE) ε2 allele and FOXO3 G allele (SNP rs2802292). Decliners were more likely to be older and have prior stroke, Parkinson's disease, dementia, and greater depressive symptoms at Exam 4, and the APOE ε4 allele. Findings support terminal decline using distance to death as the basis for modeling change. Significant differences were observed between maintainers and decliners 15 years prior to death, a finding much earlier compared to the majority of previous investigations.
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Affiliation(s)
- Jennifer A Margrett
- Department of Human Development and Family Studies, College of Human Sciences, Iowa State University, Ames, Iowa, USA
| | - Thomas Schofield
- Department of Human Development and Family Studies, College of Human Sciences, Iowa State University, Ames, Iowa, USA
| | - Peter Martin
- Department of Human Development and Family Studies, College of Human Sciences, Iowa State University, Ames, Iowa, USA
| | - Leonard W Poon
- Institute of Gerontology, University of Georgia, Athens, Georgia, USA
| | - Kamal Masaki
- Department of Geriatric Medicine, John A. Burns School of Medicine, University of Hawaii, Honolulu, Hawaii, USA
- Department of Research, Kuakini Medical Center, Honolulu, Hawaii, USA
| | - Timothy A Donlon
- Department of Geriatric Medicine, John A. Burns School of Medicine, University of Hawaii, Honolulu, Hawaii, USA
- Department of Research, Kuakini Medical Center, Honolulu, Hawaii, USA
| | - Kalpana J Kallianpur
- Department of Research, Kuakini Medical Center, Honolulu, Hawaii, USA
- Department of Tropical Medicine, Medical Microbiology and Pharmacology, John A. Burns School of Medicine, University of Hawaii, Honolulu, Hawaii, USA
| | - Bradley J Willcox
- Department of Geriatric Medicine, John A. Burns School of Medicine, University of Hawaii, Honolulu, Hawaii, USA
- Department of Research, Kuakini Medical Center, Honolulu, Hawaii, USA
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Azmoun S, Diaz YF, Tang CY, Horton M, Clouston SA, Luft BJ, Bromet EJ, Gandy S, Placidi D, Ambrosi C, Mascaro L, Rodella C, Paghera B, Gasparotti R, Chambers JW, Tieu K, Corbo D, Lucchini RG. Cognitive impact of exposure to airborne particles captured by brain imaging. ADVANCES IN NEUROTOXICOLOGY 2022; 7:29-45. [PMID: 37663650 PMCID: PMC10473881 DOI: 10.1016/bs.ant.2022.05.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Affiliation(s)
| | | | - Cheuk Y. Tang
- Icahn School of Medicine at Mount Sinai, New York, United States
| | - Megan Horton
- Icahn School of Medicine at Mount Sinai, New York, United States
| | | | - Ben J. Luft
- Stony Brook University, New York, United States
| | | | - Sam Gandy
- Icahn School of Medicine at Mount Sinai, New York, United States
- James J. Peters VA Medical Center, Bronx, New York, United States
| | - Donatella Placidi
- University of Brescia, Brescia, Italy
- Spedali Civili of Brescia, Brescia, Italy
| | - Claudia Ambrosi
- University of Brescia, Brescia, Italy
- Spedali Civili of Brescia, Brescia, Italy
| | | | - Carlo Rodella
- University of Brescia, Brescia, Italy
- Spedali Civili of Brescia, Brescia, Italy
| | - Barbara Paghera
- University of Brescia, Brescia, Italy
- Spedali Civili of Brescia, Brescia, Italy
| | - Roberto Gasparotti
- University of Brescia, Brescia, Italy
- Spedali Civili of Brescia, Brescia, Italy
| | | | - Kim Tieu
- Florida International University, Miami, United States
| | - Daniele Corbo
- University of Brescia, Brescia, Italy
- Spedali Civili of Brescia, Brescia, Italy
| | - Roberto G. Lucchini
- Florida International University, Miami, United States
- University of Brescia, Brescia, Italy
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Landré B, Fayosse A, Ben Hassen C, Machado-Fragua MD, Dumurgier J, Kivimaki M, Sabia S, Singh-Manoux A. Terminal decline in objective and self-reported measures of motor function before death: 10 year follow-up of Whitehall II cohort study. BMJ 2021; 374:n1743. [PMID: 34348957 PMCID: PMC8336001 DOI: 10.1136/bmj.n1743] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVES To examine multiple objective and self-reported measures of motor function for their associations with mortality. DESIGN Prospective cohort study. SETTING UK based Whitehall II cohort study, which recruited participants aged 35-55 years in 1985-88; motor function component was added at the 2007-09 wave. PARTICIPANTS 6194 participants with motor function measures in 2007-09 (mean age 65.6, SD 5.9), 2012-13, and 2015-16. MAIN OUTCOME MEASURES All cause mortality between 2007 and 2019 in relation to objective measures (walking speed, grip strength, and timed chair rises) and self-reported measures (physical component summary score of the SF-36 and limitations in basic and instrumental activities of daily living (ADL)) of motor function. RESULTS One sex specific standard deviation poorer motor function in 2007-09 (cases/total, 610/5645) was associated with an increased mortality risk of 22% (95% confidence interval 12% to 33%) for walking speed, 15% (6% to 25%) for grip strength, 14% (7% to 23%) for timed chair rises, and 17% (8% to 26%) for physical component summary score over a mean 10.6 year follow-up. Having basic/instrumental ADL limitations was associated with a 30% (7% to 58%) increased mortality risk. These associations were progressively stronger when measures were drawn from 2012-13 (mean follow-up 6.8 years) and 2015-16 (mean follow-up 3.7 years). Analysis of trajectories showed poorer motor function in decedents (n=484) than survivors (n=6194) up to 10 years before death for timed chair rises (standardised difference 0.35, 95% confidence interval 0.12 to 0.59; equivalent to a 1.2 (men) and 1.3 (women) second difference), nine years for walking speed (0.21, 0.05 to 0.36; 5.5 (men) and 5.3 (women) cm/s difference), six years for grip strength (0.10, 0.01 to 0.20; 0.9 (men) and 0.6 (women) kg difference), seven years for physical component summary score (0.15, 0.05 to 0.25; 1.2 (men) and 1.6 (women) score difference), and four years for basic/instrumental ADL limitations (prevalence difference 2%, 0% to 4%). These differences increased in the period leading to death for timed chair rises, physical component summary score, and ADL limitations. CONCLUSION Motor function in early old age has a robust association with mortality, with evidence of terminal decline emerging early in measures of overall motor function (timed chair rises and physical component summary score) and late in basic/instrumental ADL limitations.
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Affiliation(s)
- Benjamin Landré
- Université de Paris, Inserm U1153, CRESS, Epidemiology of Ageing and Neurodegenerative diseases, Paris, France
| | - Aurore Fayosse
- Université de Paris, Inserm U1153, CRESS, Epidemiology of Ageing and Neurodegenerative diseases, Paris, France
| | - Céline Ben Hassen
- Université de Paris, Inserm U1153, CRESS, Epidemiology of Ageing and Neurodegenerative diseases, Paris, France
| | - Marcos D Machado-Fragua
- Université de Paris, Inserm U1153, CRESS, Epidemiology of Ageing and Neurodegenerative diseases, Paris, France
| | - Julien Dumurgier
- Université de Paris, Inserm U1153, CRESS, Epidemiology of Ageing and Neurodegenerative diseases, Paris, France
- Cognitive Neurology Center, Lariboisière - Fernand Widal Hospital, AP-HP, Université de Paris, Paris, France
| | - Mika Kivimaki
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Séverine Sabia
- Université de Paris, Inserm U1153, CRESS, Epidemiology of Ageing and Neurodegenerative diseases, Paris, France
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Archana Singh-Manoux
- Université de Paris, Inserm U1153, CRESS, Epidemiology of Ageing and Neurodegenerative diseases, Paris, France
- Department of Epidemiology and Public Health, University College London, London, UK
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Cadar D, Robitaille A, Pattie A, Deary IJ, Muniz-Terrera G. The long arm of childhood intelligence on terminal decline: Evidence from the Lothian Birth Cohort 1921. Psychol Aging 2020; 35:806-817. [PMID: 32437183 DOI: 10.1037/pag0000477] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The current study investigates the heterogeneity of cognitive trajectories at the end of life by assigning individuals into groups according to their cognitive trajectories prior to death. It also examines the role of childhood intelligence and education on these trajectories and group membership. Participants were drawn from the Lothian Birth Cohort of 1921 (LBC1921), a longitudinal study of individuals with a mean age of 79 years at study entry, and observed up to a maximum of five times to their early 90s. Growth mixture modeling was employed to identify groups of individuals with similar trajectories of global cognitive function measured with the Mini-Mental State Examination (MMSE) in relation to time to death, accounting for childhood intelligence, education, the time to death from study entry, and health conditions (hypertension, diabetes, and cardiovascular disease). Two distinct groups of individuals (classes) were identified: a smaller class (18% of the sample) of individuals whose MMSE scores dropped linearly with about 0.5 MMSE points per year closer to death and a larger group (82% of the sample) with stable MMSE across the study period. Only childhood intelligence was found to be associated with an increased probability of belonging to the stable class of cognitive functioning prior to death (odds ratio = 1.08, standard error = 0.02, p ≤ .001). These findings support a protective role of childhood intelligence, a marker of cognitive reserve, against the loss of cognitive function prior to death. Our results also suggest that terminal decline is not necessarily a normative process. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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Affiliation(s)
- Dorina Cadar
- Department of Behavioural Science and Health, University College London
| | | | | | - Ian J Deary
- Department of Psychology, University of Edinburgh
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Wilson RS, Yu L, Lamar M, Schneider JA, Boyle PA, Bennett DA. Education and cognitive reserve in old age. Neurology 2019; 92:e1041-e1050. [PMID: 30728309 PMCID: PMC6442015 DOI: 10.1212/wnl.0000000000007036] [Citation(s) in RCA: 161] [Impact Index Per Article: 26.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Accepted: 10/29/2018] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To assess the contribution of education to cognitive reserve. METHODS Analyses are based on older participants in a longitudinal clinical-pathologic cohort study who had annual cognitive testing (n = 2,899) and subgroups that developed incident dementia (n = 696), died, and underwent a neuropathologic examination from which 10 neurodegenerative and cerebrovascular markers were derived (n = 752), or both (n = 405). Cognitive test scores were converted to a standard scale and averaged to yield composite measures of cognition. RESULTS Participants had a mean of 16.3 years of education (SD = 3.7, range 0-30). In all participants, education was associated with initial level of global cognition but not rate of cognitive change. In those who developed dementia, rate of global cognitive decline accelerated a mean of 1.8 years before the diagnosis, but education was not related to the onset or rate of accelerated decline. In the deceased, rate of global cognitive decline accelerated a mean of 3.4 years before death, but higher educational attainment was related to earlier (not later) onset of accelerated decline and unrelated to rate of acceleration. Higher education was associated with lower likelihood of gross and microscopic cerebral infarcts but not with other neuropathologic markers. Education was not related to global cognitive change not attributable to neuropathologic burden and did not decrease the association of higher neuropathologic burden with more rapid cognitive decline. CONCLUSION The results suggest that the contribution of education to cognitive reserve is limited to its association with level of cognitive function before old age.
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Affiliation(s)
- Robert S Wilson
- From the Departments of Neurological Sciences (R.S.W., L.Y., J.A.S., D.A.B.), Behavioral Sciences (R.S.W., M.L., P.A.B.), and Pathology (J.A.S.), Rush University Medical Center, Rush Alzheimer's Disease Center, Chicago, IL.
| | - Lei Yu
- From the Departments of Neurological Sciences (R.S.W., L.Y., J.A.S., D.A.B.), Behavioral Sciences (R.S.W., M.L., P.A.B.), and Pathology (J.A.S.), Rush University Medical Center, Rush Alzheimer's Disease Center, Chicago, IL
| | - Melissa Lamar
- From the Departments of Neurological Sciences (R.S.W., L.Y., J.A.S., D.A.B.), Behavioral Sciences (R.S.W., M.L., P.A.B.), and Pathology (J.A.S.), Rush University Medical Center, Rush Alzheimer's Disease Center, Chicago, IL
| | - Julie A Schneider
- From the Departments of Neurological Sciences (R.S.W., L.Y., J.A.S., D.A.B.), Behavioral Sciences (R.S.W., M.L., P.A.B.), and Pathology (J.A.S.), Rush University Medical Center, Rush Alzheimer's Disease Center, Chicago, IL
| | - Patricia A Boyle
- From the Departments of Neurological Sciences (R.S.W., L.Y., J.A.S., D.A.B.), Behavioral Sciences (R.S.W., M.L., P.A.B.), and Pathology (J.A.S.), Rush University Medical Center, Rush Alzheimer's Disease Center, Chicago, IL
| | - David A Bennett
- From the Departments of Neurological Sciences (R.S.W., L.Y., J.A.S., D.A.B.), Behavioral Sciences (R.S.W., M.L., P.A.B.), and Pathology (J.A.S.), Rush University Medical Center, Rush Alzheimer's Disease Center, Chicago, IL
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Wilson RS, Rajan KB, Barnes LL, Jansen W, Amofa P, Weuve J, Evans DA. Terminal decline of episodic memory and perceptual speed in a biracial population. NEUROPSYCHOLOGY, DEVELOPMENT, AND COGNITION. SECTION B, AGING, NEUROPSYCHOLOGY AND COGNITION 2018; 25:378-389. [PMID: 28332920 PMCID: PMC5928786 DOI: 10.1080/13825585.2017.1306020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
We compared trajectories of terminal cognitive decline in older Black (n = 3372) and White (n = 1756) persons from a defined population who completed tests of episodic memory and perceptual speed at 3-year intervals for up to 18 years. During a mean of 9.9 years of observation, 1608 Black persons and 902 White persons died. Preterminal decline of episodic memory did not differ by race. Terminal episodic memory decline began earlier in Black persons (mean of 4.3 years before death) than in White persons (mean = 3.9 years) and progressed more slowly. By contrast, terminal decline of perceptual speed began earlier in White persons (mean = 5.0 years) than in Black persons (mean = 4.5 years). Rate of perceptual speed decline was more rapid in White persons than in Black persons in both the preterminal and terminal periods. The results indicate that terminal cognitive decline occurs in Black persons but suggest that the rate of cognitive decline during the terminal period is less rapid in Black persons than in White persons.
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Affiliation(s)
- Robert S Wilson
- a Rush Alzheimer's Disease Center, Department of Neurological Sciences, Department of Behavioral Sciences , Rush University Medical Center , Chicago , IL , USA
| | - Kumar B Rajan
- b Rush Institute for Healthy Aging, Department of Internal Medicine , Rush University Medical Center , Chicago , IL , USA
| | - Lisa L Barnes
- a Rush Alzheimer's Disease Center, Department of Neurological Sciences, Department of Behavioral Sciences , Rush University Medical Center , Chicago , IL , USA
| | - Willemijn Jansen
- c Department of Psychiatry & Neuropsychology , Maastricht University , Maastricht , the Netherlands
| | - Priscilla Amofa
- d Rush Alzheimer's Disease Center , Rush University Medical Center , Chicago , IL , USA
| | - Jennifer Weuve
- e Department of Epidemiology, School of Public Health , Boston University , Boston , MA , USA
| | - Denis A Evans
- b Rush Institute for Healthy Aging, Department of Internal Medicine , Rush University Medical Center , Chicago , IL , USA
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8
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Muniz-Terrera G, Massa F, Benaglia T, Johansson B, Piccinin A, Robitaille A. Visuospatial Reasoning Trajectories and Death in a Study of the Oldest Old: A Formal Evaluation of Their Association. J Aging Health 2018. [PMID: 29537357 DOI: 10.1177/0898264317753878] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVES To model trajectories of visuospatial reasoning measured using Kohs Block Design test under realistic missing data assumptions and evaluate their association with hazard of death. METHODS A joint longitudinal-survival model was used to estimate trajectories of visuospatial reasoning under a missing not at random assumption of participants from the Origins of Variance in the Old-Old: Octogenarian Twins study. Sensitivity analyses to missing data assumptions were conducted. RESULTS Visuospatial reasoning declined at constant rate. Baseline age, dementia status, education, and history of stroke were associated with visuospatial reasoning performance, but only dementia was associated with its rate of decline. Importantly, our results demonstrated an association between poorer visuospatial reasoning and increased hazard of death. Baseline age and sex were associated with risk of death. DISCUSSION We confirmed an association between visuospatial reasoning and death under plausible missing data assumptions.
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Bendayan R, Piccinin AM, Hofer SM, Cadar D, Johansson B, Muniz-Terrera G. Decline in Memory, Visuospatial Ability, and Crystalized Cognitive Abilities in Older Adults: Normative Aging or Terminal Decline? J Aging Res 2017; 2017:6210105. [PMID: 28634548 PMCID: PMC5467384 DOI: 10.1155/2017/6210105] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Revised: 04/07/2017] [Accepted: 05/09/2017] [Indexed: 11/29/2022] Open
Abstract
The aim of this study is to explore the pattern of change in multiple measures of cognitive abilities in a sample of oldest-old adults, comparing two different time metrics (chronological age and time to death) and therefore examining both underlying conceptual assumptions (age-related change and terminal decline). Moreover, the association with individual characteristics as sex, education, and dementia diagnosis was also examined. Measures of cognitive status (Mini-Mental State Examination and the Swedish Clock Test) and tests of crystallized (knowledge and synonyms), memory (verbal memory, nonverbal long-term memory, recognition and correspondence, and short-term memory), and visuospatial ability were included. The sample consisted of 671 older Swedish adult participants of the OCTO Twin Study. Linear mixed models with random coefficients were used to analyse change patterns and BIC indexes were used to compare models. Results showed that the time to death model was the best option in analyses of change in all the cognitive measures considered (except for the Information Test). A significant cognitive decline over time was found for all variables. Individuals diagnosed with dementia had lower scores at the study entrance and a faster decline. More educated individuals performed better in all the measures of cognition at study entry than those with poorer education, but no differences were found in the rate of change. Differences were found in age, sex, or time to death at baseline across the different measures. These results support the terminal decline hypothesis when compared to models assuming that cognitive changes are driven by normative aging processes.
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Affiliation(s)
- R. Bendayan
- MRC Unit for Lifelong Health and Ageing, University College of London, Faculty of Population Health Sciences, London, UK
| | - A. M. Piccinin
- Department of Psychology, University of Victoria, Victoria, BC, Canada
| | - S. M. Hofer
- Department of Psychology, University of Victoria, Victoria, BC, Canada
| | - D. Cadar
- MRC Unit for Lifelong Health and Ageing, University College of London, Faculty of Population Health Sciences, London, UK
| | - B. Johansson
- Department of Psychology, University of Göteborg, Göteborg, Sweden
| | - G. Muniz-Terrera
- MRC Unit for Lifelong Health and Ageing, University College of London, Faculty of Population Health Sciences, London, UK
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10
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Davis DHJ, Muniz-Terrera G, Keage HAD, Stephan BCM, Fleming J, Ince PG, Matthews FE, Cunningham C, Ely EW, MacLullich AMJ, Brayne C. Association of Delirium With Cognitive Decline in Late Life: A Neuropathologic Study of 3 Population-Based Cohort Studies. JAMA Psychiatry 2017; 74:244-251. [PMID: 28114436 PMCID: PMC6037291 DOI: 10.1001/jamapsychiatry.2016.3423] [Citation(s) in RCA: 174] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
IMPORTANCE Delirium is associated with accelerated cognitive decline. The pathologic substrates of this association are not yet known, that is, whether they are the same as those associated with dementia, are independent, or are interrelated. OBJECTIVE To examine whether the accelerated cognitive decline observed after delirium is independent of the pathologic processes of classic dementia. DESIGN, SETTING, AND PARTICIPANTS Harmonized data from 987 individual brain donors from 3 observational cohort studies with population-based sampling (Vantaa 85+, Cambridge City Over-75s Cohort, Cognitive Function and Ageing Study) performed from January 1, 1985, through December 31, 2011, with a median follow-up of 5.2 years until death, were used in this study. Neuropathologic assessments were performed with investigators masked to clinical data. Data analysis was performed from January 1, 2012, through December 31, 2013. Clinical characteristics of brain donors were not different from the rest of the cohort. Outcome ascertainment was complete given that the participants were brain donors. EXPOSURES Delirium (never vs ever) and pathologic burden of neurofibrillary tangles, amyloid plaques, vascular lesions, and Lewy bodies. Effects modeled using random-effects linear regression and interactions between delirium and pathologic burden were assessed. OUTCOMES Change in Mini-Mental State Examination (MMSE) scores during the 6 years before death. RESULTS There were 987 participants (290 from Vantaa 85+, 241 from the Cambridge City Over-75s Cohort, and 456 from the Cognitive Function and Ageing Study) with neuropathologic data; mean (SD) age at death was 90 (6.4) years, including 682 women (69%). The mean MMSE score 6 years before death was 24.7 points. The 279 individuals with delirium (75% women) had worse initial scores (-2.8 points; 95% CI, -4.5 to -1.0; P < .001). Cognitive decline attributable to delirium was -0.37 MMSE points per year (95% CI, -0.60 to -0.13; P < .001). Decline attributable to the pathologic processes of dementia was -0.39 MMSE points per year (95% CI, -0.57 to -0.22; P < .001). However, the combination of delirium and the pathologic processes of dementia resulted in the greatest decline, in which the interaction contributed an additional -0.16 MMSE points per year (95% CI, -0.29 to -0.03; P = .01). The multiplicative nature of these variables resulted in individuals with delirium and the pathologic processes of dementia declining 0.72 MMSE points per year faster than age-, sex-, and educational level-matched controls. CONCLUSIONS AND RELEVANCE Delirium in the presence of the pathologic processes of dementia is associated with accelerated cognitive decline beyond that expected for delirium or the pathologic process itself. These findings suggest that additional unmeasured pathologic processes specifically relate to delirium. Age-related cognitive decline has many contributors, and these findings at the population level support a role for delirium acting independently and multiplicatively to the pathologic processes of classic dementia.
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Affiliation(s)
- Daniel H J Davis
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, England2Medical Research Council Unit for Lifelong Health and Ageing at University College London, London, England
| | | | - Hannah A D Keage
- School of Psychology, Social Work and Social Policy, University of South Australia, Adelaide, Australia
| | | | - Jane Fleming
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, England
| | - Paul G Ince
- Sheffield Institute for Translational Neuroscience, University of Sheffield, Sheffield, England
| | - Fiona E Matthews
- Institute of Health and Society, Newcastle University, Newcastle, England
| | - Colm Cunningham
- School of Biochemistry and Immunology, Trinity College, Dublin, Ireland
| | - E Wesley Ely
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee9Tennessee Valley Veterans Affairs Geriatric Research Education Clinical Center, Nashville
| | | | - Carol Brayne
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, England
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11
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Best JR, Liu-Ambrose T, Boudreau RM, Ayonayon HN, Satterfield S, Simonsick EM, Studenski S, Yaffe K, Newman AB, Rosano C. An Evaluation of the Longitudinal, Bidirectional Associations Between Gait Speed and Cognition in Older Women and Men. J Gerontol A Biol Sci Med Sci 2016; 71:1616-1623. [PMID: 27069098 PMCID: PMC5106856 DOI: 10.1093/gerona/glw066] [Citation(s) in RCA: 89] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Accepted: 03/20/2016] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Few cohort studies have examined longitudinal associations between age-related changes in cognition and physical performance. Further, whether these associations differ for men versus women or can be attributed to differences in physical activity (PA) is unknown. METHODS Participants were 2,876 initially well-functioning community-dwelling older adults (aged 70-79 years at baseline; 52% female; 39% black) studied over a 9-year period. Usual gait speed, self-reported PA, and two cognitive measures-Digit Symbol Substitution Test (DSST) and Mini-Modified Mental State examination (3MS)-were assessed years 0 (ie, baseline), 4, and 9. RESULTS Early decline between years 0 and 4 in gait speed predicted later decline between years 4 and 9 in performance on the 3MS (β = 0.10, p = .004) and on the DSST (β = 0.16, p < .001). In contrast, the associations between early decline in cognition and later decline in gait speed were weaker and were non-significant after correcting for multiple comparisons (β = 0.08, p = .019 for 3MS and β = .06, p = .051 for DSST). All associations were similar for women and men and were unaltered when accounting for PA levels. CONCLUSIONS The results indicate declining gait speed as a precursor to declining cognitive functioning, and suggest a weaker reciprocal process among older women and men.
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Affiliation(s)
- John R Best
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada.
- Department of Physical Therapy, University of British Columbia, Vancouver, Canada
- Centre for Hip Health and Mobility, Vancouver Coastal Health Research Institute, British Columbia, Canada
| | - Teresa Liu-Ambrose
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada
- Department of Physical Therapy, University of British Columbia, Vancouver, Canada
- Centre for Hip Health and Mobility, Vancouver Coastal Health Research Institute, British Columbia, Canada
| | - Robert M Boudreau
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pennsylvania
| | - Hilsa N Ayonayon
- Department of Epidemiology and Biostatistics, University of California, San Francisco
| | - Suzanne Satterfield
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis
| | - Eleanor M Simonsick
- Intramural Research Program, National Institute on Aging, Baltimore, Maryland
| | - Stephanie Studenski
- Intramural Research Program, National Institute on Aging, Baltimore, Maryland
| | - Kristine Yaffe
- Department of Epidemiology and Biostatistics, University of California, San Francisco
- Departments of Psychiatry and Neurology, University of California, San Francisco
| | - Anne B Newman
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pennsylvania
| | - Caterina Rosano
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pennsylvania
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Cadar D, Stephan BCM, Jagger C, Johansson B, Hofer SM, Piccinin AM, Muniz-Terrera G. The role of cognitive reserve on terminal decline: a cross-cohort analysis from two European studies: OCTO-Twin, Sweden, and Newcastle 85+, UK. Int J Geriatr Psychiatry 2016; 31:601-10. [PMID: 26471722 PMCID: PMC4833688 DOI: 10.1002/gps.4366] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2015] [Revised: 08/26/2015] [Accepted: 09/10/2015] [Indexed: 12/03/2022]
Abstract
OBJECTIVE Cognitive performance shows a marked deterioration in close proximity to death, as postulated by the terminal decline hypothesis. The effect of education on the rate of terminal decline in the oldest people (i.e. persons 85+ years) has been controversial and not entirely understood. In the current study, we investigated the rate of decline prior to death with a special focus on the role of education and socioeconomic position, in two European longitudinal studies of ageing: the Origins of Variance in the Old-Old: Octogenarian Twins (OCTO-Twin) and the Newcastle 85+ study. METHODS A process-based approach was used in which individuals' cognitive scores were aligned according to distance to death. In a coordinated analysis, multilevel models were employed to examine associations between different markers of cognitive reserve (education and socioeconomic position) and terminal decline using the mini-mental state examination (MMSE), controlling for age at baseline, sex, dementia incidence and time to death from the study entry to the time of death within each cohort. RESULTS The current findings suggest that education was positively associated with higher MMSE scores prior to death in the OCTO-Twin, but not in the Newcastle 85+ study, independent of socioeconomic position and other factors such as baseline age, sex and time to death from the study entry. However, education was not associated with the rate of terminal decline in both of these studies. CONCLUSIONS Our results offer only partial support to the cognitive reserve hypothesis and cognitive performance prior to death.
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Affiliation(s)
- Dorina Cadar
- MRC Unit for Lifelong Health and Ageing at University College London, London, UK
| | | | - Carol Jagger
- Institute of Health and Society, Newcastle University, Newcastle, UK
| | - Boo Johansson
- Department of Psychology, University of Gothenburg, Gothenburg, Sweden
| | - Scott M Hofer
- Department of Psychology, University of Victoria, Victoria, Canada
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I forgot when I lost my grip-strong associations between cognition and grip strength in level of performance and change across time in relation to impending death. Neurobiol Aging 2015; 38:68-72. [PMID: 26827644 DOI: 10.1016/j.neurobiolaging.2015.11.010] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Revised: 11/18/2015] [Accepted: 11/19/2015] [Indexed: 11/21/2022]
Abstract
An association between level of cognitive function and grip strength is well established, whereas evidence for longitudinal associations of change in the 2 functions is still unclear. We examined associations between cognition and grip strength in levels of performance and in longitudinal change in late life in a population-based sample, aged ≥80 years at baseline, followed until death. The sample consisted of 449 nondemented individuals drawn from the OCTO-Twin Study. A test battery assessing 6 cognitive domains and grip strength was administered at 5 occasions with measurements intervals of 2 years. We fitted time to death bivariate growth curve models, adjusted for age, education, and sex which resulted in associations between grip strength and cognition in both levels of performance (across all cognitive domains) and rates of change (in 4 of 6 domains). These results show that cognition and grip strength change conjointly in later life and that the association between cognition and grip strength is stronger before death than earlier in life.
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Clouston SA, Glymour MM, Terrera GM. Educational inequalities in aging-related declines in fluid cognition and the onset of cognitive pathology. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2015; 1:303-310. [PMID: 26309906 PMCID: PMC4542007 DOI: 10.1016/j.dadm.2015.06.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
BACKGROUND Education has been robustly associated with cognitive reserve and dementia, but not with the rate of cognitive aging, resulting in some confusion about the mechanisms of cognitive aging. This study uses longitudinal data to differentiate between trajectories indicative of healthy versus pathological cognitive aging. METHODS Participants included 9,401 Health and Retirement Study respondents aged 55 and older who completed cognitive testing regularly over 17.3 years until most recently in 2012. Individual-specific random change-point modeling was used to identify age of incident pathological decline; acceleration is interpreted as indicating likely onset of pathological decline when it is significant and negative. RESULTS These methods detect incident dementia diagnoses with specificity/sensitivity of 89.3%/44.3%, 5.6 years prior to diagnosis. Each year of education was associated with 0.09 (95% CI, 0.087-0.096; P<0.001) standard deviation higher baseline cognition and delayed onset of cognitive pathology (HR, 0.98; 95% CI, 0.96-0.99; P=0.006). CONCLUSION Longitudinal random change-point modeling was able to reliably identify incident dementia. Accounting for incident cognitive pathology, we find that education predicts cognitive capability and delayed onset pathological declines.
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Affiliation(s)
- Sean A.P. Clouston
- Program in Public Health and Department of Preventive Medicine, Stony Brook University, Stony Brook, NY, USA
| | - M. Maria Glymour
- Department of Epidemiology & Biostatistics, University of California, San Francisco, CA, USA
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Burns RA, Byles J, Magliano DJ, Mitchell P, Anstey KJ. The utility of estimating population-level trajectories of terminal wellbeing decline within a growth mixture modelling framework. Soc Psychiatry Psychiatr Epidemiol 2015; 50:479-87. [PMID: 25108532 DOI: 10.1007/s00127-014-0948-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2014] [Accepted: 08/01/2014] [Indexed: 10/24/2022]
Abstract
PURPOSE Mortality-related decline has been identified across multiple domains of human functioning, including mental health and wellbeing. The current study utilised a growth mixture modelling framework to establish whether a single population-level trajectory best describes mortality-related changes in both wellbeing and mental health, or whether subpopulations report quite different mortality-related changes. METHODS Participants were older-aged (M = 69.59 years; SD = 8.08 years) deceased females (N = 1,862) from the dynamic analyses to optimise ageing (DYNOPTA) project. Growth mixture models analysed participants' responses on measures of mental health and wellbeing for up to 16 years from death. RESULTS Multi-level models confirmed overall terminal decline and terminal drop in both mental health and wellbeing. However, modelling data from the same participants within a latent class growth mixture framework indicated that most participants reported stability in mental health (90.3 %) and wellbeing (89.0 %) in the years preceding death. CONCLUSIONS Whilst confirming other population-level analyses which support terminal decline and drop hypotheses in both mental health and wellbeing, we subsequently identified that most of this effect is driven by a small, but significant minority of the population. Instead, most individuals report stable levels of mental health and wellbeing in the years preceding death.
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Affiliation(s)
- R A Burns
- Centre for Research on Ageing, Health and Wellbeing, The Australian National University, Building 62A, Eggleston Road, Canberra, 0200, ACT, Australia,
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Praetorius M, Thorvaldsson V, Johansson B, Hassing LB. Gender Differences in Cognitive Performance in Old Age. GEROPSYCH-THE JOURNAL OF GERONTOPSYCHOLOGY AND GERIATRIC PSYCHIATRY 2014. [DOI: 10.1024/1662-9647/a000111] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Objective: To examine gender differences in level and change of cognitive performance in the oldest old while accounting for gender differences in longevity. Method: 574 individuals, aged 80 years and older, from the OCTO Twin Study. Five cognitive domains were administered at five occasions at 2-year intervals. Results: There were no cognitive differences between men and women, with the exception that men showed a steeper rate of decline in semantic memory. This effect was driven by men who had developed dementia and declined at a faster rate than women. Conclusion: Our results support previous findings showing minor to nonexisting gender differences in cognition among nondemented individuals in very old age when taking gender differences in longevity into account.
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Affiliation(s)
| | | | - Boo Johansson
- Department of Psychology, University of Gothenburg, Sweden
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Abstract
Background: the terminal decline hypothesis suggests an acceleration in the rate of loss of cognitive function before death. Evidence about the association of educational attainment and the onset of terminal decline is scarce. Objective: to investigate the association of education with the onset of terminal decline in global cognitive function measured by Mini Mental State Exam (MMSE) scores. Subjects: deceased participants of the Cambridge City over 75 Cohort Study who were interviewed at about 2, 7, 9, 13, 17 and 21 years after baseline. Methods: regular and Tobit random change point growth models were fitted to MMSE scores to identify the onset of terminal decline and assess the effect of education on this onset. Results: people who left school at an older age had a delayed onset of terminal decline. Thus better educated individuals experience a slightly shorter period of faster decline before death. Conclusion: an important finding emerging from our work is that education does appear to delay the onset of terminal decline, although only by a limited amount.
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Affiliation(s)
- Graciela Muniz Terrera
- MRC Lifelong Health and Ageing Unit, UCL, 33 Bedford Place, London WC1B 5JU, UK
- Address correspondence to: G. T. Muniz. Tel: 020-7670 5719.
| | - Thais Minett
- Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge, Cambridge CB2 2SR, UK
| | - Carol Brayne
- Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge, Cambridge CB2 2SR, UK
| | - Fiona E. Matthews
- MRC Lifelong Health and Ageing Unit, UCL, 33 Bedford Place, London WC1B 5JU, UK
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Praetorius M, Thorvaldsson V, Hassing LB, Johansson B. Substantial effects of apolipoprotein E ε4 on memory decline in very old age: longitudinal findings from a population-based sample. Neurobiol Aging 2013; 34:2734-9. [DOI: 10.1016/j.neurobiolaging.2013.06.002] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2013] [Revised: 06/04/2013] [Accepted: 06/08/2013] [Indexed: 11/26/2022]
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Muniz-Terrera G, van den Hout A, Piccinin AM, Matthews FE, Hofer SM. Investigating terminal decline: results from a UK population-based study of aging. Psychol Aging 2013; 28:377-85. [PMID: 23276221 PMCID: PMC3692590 DOI: 10.1037/a0031000] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The terminal decline hypothesis states that in the proximity of death, an individual's decline in cognitive abilities accelerates. We aimed at estimating the onset of faster rate of decline in global cognition using Mini Mental State Examination (MMSE) scores from participants of the Cambridge City over 75 Cohort Study (CC75C), a U.K. population-based longitudinal study of aging where almost all participants have died. The random change point model fitted to MMSE scores structured as a function of distance to death allowed us to identify a potentially different onset of change in rate of decline before death for each individual in the sample. Differences in rate of change before and after the onset of change in rate of decline by sociodemographic variables were investigated. On average, the onset of a faster rate of change occurred about 7.7 years before death and varied across individuals. Our results show that most individuals experience a period of slight decline followed by a much sharper decline. Education, age at death, and cognitive impairment at study entry were identified as modifiers of rate of change before and after change in rate of decline. Gender differences were found in rate of decline in the final stages of life. Our study suggests that terminal decline is a heterogeneous process, with its onset varying between individuals.
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Clouston SAP, Brewster P, Kuh D, Richards M, Cooper R, Hardy R, Rubin MS, Hofer SM. The dynamic relationship between physical function and cognition in longitudinal aging cohorts. Epidemiol Rev 2013; 35:33-50. [PMID: 23349427 PMCID: PMC3578448 DOI: 10.1093/epirev/mxs004] [Citation(s) in RCA: 284] [Impact Index Per Article: 23.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/02/2012] [Indexed: 12/19/2022] Open
Abstract
On average, older people remember less and walk more slowly than do younger persons. Some researchers argue that this is due in part to a common biologic process underlying age-related declines in both physical and cognitive functioning. Only recently have longitudinal data become available for analyzing this claim. We conducted a systematic review of English-language research published between 2000 and 2011 to evaluate the relations between rates of change in physical and cognitive functioning in older cohorts. Physical functioning was assessed using objective measures: walking speed, grip strength, chair rise time, flamingo stand time, and summary measures of physical functioning. Cognition was measured using mental state examinations, fluid cognition, and diagnosis of impairment. Results depended on measurement type: Change in grip strength was more strongly correlated with mental state, while change in walking speed was more strongly correlated with change in fluid cognition. Examining physical and cognitive functioning can help clinicians and researchers to better identify individuals and groups that are aging differently and at different rates. In future research, investigators should consider the importance of identifying different patterns and rates of decline, examine relations between more diverse types of measures, and analyze the order in which age-related declines occur.
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Affiliation(s)
- Sean A. P. Clouston
- Correspondence to Dr. Sean A. P. Clouston, Department of Psychology, Faculty of Social Sciences, University of Victoria, 3800 Finnerty Road, Victoria, British Columbia V8P 5C2, Canada (e-mail: )
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Piccinin AM, Muniz G, Sparks C, Bontempo DE. An evaluation of analytical approaches for understanding change in cognition in the context of aging and health. J Gerontol B Psychol Sci Soc Sci 2011; 66 Suppl 1:i36-49. [PMID: 21743051 DOI: 10.1093/geronb/gbr038] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVES In this article, we discuss the importance of studying the relationship between health and cognitive function, and some of the methods with which this relationship has been studied. METHODS We consider the challenges involved, in particular operationalization of the health construct and causal inference in the context of observational data. We contrast the approaches taken, and review the questions addressed: whether health and cognition are associated, whether changes in health are associated with changes in cognition, and the degree of interdependency among their respective trajectories. RESULTS A variety of approaches for understanding the association between cognition and health in aging individuals have been used. Much of the literature on cognitive change and health has relied on methods that are based at least in part on the reorganization of between-person differences (e.g., cross-lag analysis) rather than relying more fully on analysis of within-person change and joint analysis of individual differences in within-person change in cognition and health. DISCUSSION We make the case for focusing on the interdependency between within-person changes in health and cognition and suggest methods that would support this.
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