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Yuan M, Rong M, Long X, Lian S, Fang Y. Trajectories of cognitive decline in different domains prior to AD onset in persons with mild cognitive impairment. Arch Gerontol Geriatr 2024; 122:105375. [PMID: 38431989 DOI: 10.1016/j.archger.2024.105375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 01/29/2024] [Accepted: 02/19/2024] [Indexed: 03/05/2024]
Abstract
OBJECTIVES To explore the trajectories and the change-points of global and five domain-specific cognitive functions before the onset of Alzheimer's disease (AD). METHODS Data was retrieved from the Alzheimer's Disease Neuroimaging Initiative with follow-up from 2005 to 2022. Participants with mild cognitive impairment (MCI) at baseline and those who progressed to AD during follow-up were included. The time of AD onset was defined as the visit time when participant was first diagnosed as AD during follow-up. Global and five domain-specific cognitive functions (immediate memory, visuospatial ability, language, processing speed and executive function) were assessed by Mini-Mental State Examination, Immediate recalling trials of Rey Auditory Verbal Learning Test, Clock Drawing Test, Animal Fluency Test, Part A and B of Trail Making Test, respectively. Their trajectories and change-points before AD onset were explored by generalized additive mixed models and piecewise linear regression models, respectively. RESULTS 349 participants were diagnosed as MCI at baseline and converted to AD during follow-up, who were included in this study. They had been visited on an average of 4.6 times (SD = 2.1, range = 2.0-13.0), with a total of 1593 visits. Their mean baseline age and AD onset age were 74.4 (SD = 6.4, range = 60.0-88.4) and 77.0 (SD = 6.8, range = 60.5-94.7) years, respectively. Baseline age and educational year were significantly associated with global cognitive, immediate memory, language and executive function. Men presented better global cognitive function (β = 0.54, p < 0.05) but poorer immediate memory (β = -1.72, p < 0.05) than women. Immediate memory and visuospatial ability showed the earliest change-points at 4 years before the onset of AD (Note as T-4years), followed by language (T-3.5years), executive function (T-2.5 years), processing speed (T-2.0 years), and finally the global cognitive function (T-1.5years). CONCLUSIONS The trajectories of the six neuropsychological scores were non-linear and showed deterioration in functions over time. Immediate memory and visuospatial ability showed the earliest change-points prior to AD onset.
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Affiliation(s)
- Manqiong Yuan
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China; Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, China
| | - Meng Rong
- Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, China
| | - Xianxian Long
- Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, China
| | - Shuli Lian
- Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, China
| | - Ya Fang
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China; Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, China.
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2
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Palade J, Alsop E, Courtright-Lim A, Hsieh M, Whitsett TG, Galasko D, Van Keuren-Jensen K. Small RNA Changes in Plasma Have Potential for Early Diagnosis of Alzheimer's Disease before Symptom Onset. Cells 2024; 13:207. [PMID: 38334599 PMCID: PMC10854972 DOI: 10.3390/cells13030207] [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: 12/21/2023] [Revised: 01/12/2024] [Accepted: 01/17/2024] [Indexed: 02/10/2024] Open
Abstract
Alzheimer's disease (AD), due to its multifactorial nature and complex etiology, poses challenges for research, diagnosis, and treatment, and impacts millions worldwide. To address the need for minimally invasive, repeatable measures that aid in AD diagnosis and progression monitoring, studies leveraging RNAs associated with extracellular vesicles (EVs) in human biofluids have revealed AD-associated changes. However, the validation of AD biomarkers has suffered from the collection of samples from differing points in the disease time course or a lack of confirmed AD diagnoses. Here, we integrate clinical diagnosis and postmortem pathology data to form more accurate experimental groups and use small RNA sequencing to show that EVs from plasma can serve as a potential source of RNAs that reflect disease-related changes. Importantly, we demonstrated that these changes are identifiable in the EVs of preclinical patients, years before symptom manifestation, and that machine learning models based on differentially expressed RNAs can help predict disease conversion or progression. This research offers critical insight into early disease biomarkers and underscores the significance of accounting for disease progression and pathology in human AD studies.
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Affiliation(s)
- Joanna Palade
- Neurogenomics Division, Translational Genomics Research Institute (TGen), Phoenix, AZ 85004, USA; (J.P.); (E.A.); (M.H.); (T.G.W.)
| | - Eric Alsop
- Neurogenomics Division, Translational Genomics Research Institute (TGen), Phoenix, AZ 85004, USA; (J.P.); (E.A.); (M.H.); (T.G.W.)
| | | | - Michael Hsieh
- Neurogenomics Division, Translational Genomics Research Institute (TGen), Phoenix, AZ 85004, USA; (J.P.); (E.A.); (M.H.); (T.G.W.)
| | - Timothy G. Whitsett
- Neurogenomics Division, Translational Genomics Research Institute (TGen), Phoenix, AZ 85004, USA; (J.P.); (E.A.); (M.H.); (T.G.W.)
| | - Douglas Galasko
- Department of Neurosciences, San Diego and Shiley-Marcos Alzheimer’s Disease Research Center, University of California, La Jolla, CA 92037, USA;
| | - Kendall Van Keuren-Jensen
- Neurogenomics Division, Translational Genomics Research Institute (TGen), Phoenix, AZ 85004, USA; (J.P.); (E.A.); (M.H.); (T.G.W.)
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3
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Brown MJ, Joseph C, James T, Haider MR, Zahnd WE, Cohen SA. Gender and Racial/Ethnic Disparities in Social Determinants of Health and Subjective Cognitive Decline: The Mediating Role of Depression. J Gerontol Nurs 2022; 48:13-22. [PMID: 35103521 PMCID: PMC9003396 DOI: 10.3928/00989134-20220110-01] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Social determinants of health (SDOH) may be associated with subjective cognitive decline (SCD), which is a precursor for Alzheimer's disease. The main aims of the current study were to examine the association between SDOH and SCD; to determine if there is an indirect pathway among SDOH, depression, and SCD; and to examine the related gender and racial/ethnic disparities. Cross-sectional data were obtained from the 2017 Behavioral Risk Factor Surveillance System Survey (N = 6,509; 2,530 men and 3,978 women aged ≥45 years). Path analyses (stratified by gender and race) were used to determine the relationship between a SDOH index, depression, and SCD. After controlling for gender, age, income, education, employment, and other health-related behaviors, SDOH were positively associated with SCD among the overall population, men, and White populations. SDOH were associated with depression, and depression was associated with SCD among men, women, and White and Black populations. After adjustment for confounders, the indirect pathway among SDOH, depression, and SCD was statistically significant for men (β = 0.035, p < 0.001), women (β = 0.040, p < 0.001), White populations (β = 0.034, p < 0.001), and Black populations (β = 0.036, p = 0.026). Gender and racial/ethnic disparities existed in the relationship among SDOH, depression, and SCD. Future research should assess alternative mediational pathways between SDOH and SCD. [Journal of Gerontological Nursing, 48(2), 13-22.].
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Affiliation(s)
- Monique J. Brown
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina,South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina,Rural and Minority Health Research Center, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina,Office for the Study of Aging, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Chantaezia Joseph
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Titilayo James
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Mohammad Rifat Haider
- Department of Health Policy and Management, College of Public Health, University of Georgia, Athens, Georgia
| | - Whitney E. Zahnd
- Department of Health Management and Policy, College of Public Health, University of Iowa, Iowa City, Iowa
| | - Steven A. Cohen
- Department of Health Studies, University of Rhode Island, Kingston, Rhode Island
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4
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Johnson EEH, Alexander C, Lee GJ, Angers K, Ndiaye D, Suhr J. Examination of race and gender differences in predictors of neuropsychological decline and development of Alzheimer's disease. Clin Neuropsychol 2022; 36:327-352. [PMID: 34218735 PMCID: PMC10496932 DOI: 10.1080/13854046.2021.1940299] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 05/28/2021] [Accepted: 06/03/2021] [Indexed: 10/20/2022]
Abstract
ObjectiveBlack adults are diagnosed with Alzheimer's disease (AD) at higher rates than White adults. Biopsychosocial risk factors that differentially affect individuals by race, including health, education, and APOE e4, may explain these findings. Some research suggests that the risk for AD associated with the APOE e4 allele may differ by race. Gender differences in AD have also been identified but remain understudied. We examined race, APOE status, vascular risk factors, education, and the interaction of APOE e4 status and race as predictors of cognitive decline and the development of Alzheimer's disease between genders in a large longitudinal sample of older adults. Methods: Participants (N = 4336) were selected from the National Alzheimer's Coordinating Center's Uniform Data Set who completed measures of verbal fluency, naming, and immediate/delayed story memory across 5 years. Analyses were stratified by gender. Follow up interactions examined statistical significance of differences. Results: APOE e4 by race interactions were largely non-significant and dropped from most models. When controlling for health, education, referral source, and Uniform Data Set form (when applicable), few racial differences in cognitive performance over time emerged. Black participants obtained lower scores than White participants on a majority of baseline measures. Race findings did not differ by gender. Hypertension was more strongly predictive of decline in delayed memory among women. Conclusions: Analyses did not support that APOE e4 differentially affects Black individuals. Hypertension may be a more relevant risk factor among women. Results raise questions regarding the accuracy of baseline scores in predicting decline for Black individuals.
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Affiliation(s)
| | | | - Grace J Lee
- Psychology, Ohio University, Athens, OH00, USA
| | | | | | - Julie Suhr
- Psychology, Ohio University, Athens, OH00, USA
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5
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Nie Y, Richards M, Kubinova R, Titarenko A, Malyutina S, Kozela M, Pajak A, Bobak M, Ruiz M. Social networks and cognitive function in older adults: findings from the HAPIEE study. BMC Geriatr 2021; 21:570. [PMID: 34663241 PMCID: PMC8524850 DOI: 10.1186/s12877-021-02531-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 10/05/2021] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Social networks are associated with better cognitive health in older people, but the role of specific aspects of the social network remains unclear. This is especially the case in Central and Eastern Europe. This study examined associations between three aspects of the social network (network size of friends and relatives, contact frequency with friends and relatives, and social activity participation) with cognitive functions (verbal memory, learning ability, verbal fluency, processing speed, and global cognitive function) in older Czech, Polish, and Russian adults. METHODS Linear regression estimated associations between baseline social networks and cognitive domains measured at both baseline and follow-up (mean duration of follow-up, 3.5 ± 0.7 years) in 6691 participants (mean age, 62.2 ± 6.0 years; 53.7% women) from the Health, Alcohol and Psychosocial factors In Eastern Europe (HAPIEE) study. RESULTS Cross-sectional analyses, adjusted for country, age, and sex, showed positive associations of global cognitive function with social activity participation and network size of friends and relatives, but not with contact frequency in either network. Further adjustment for sociodemographic, behavioural, and health characteristics attenuated the associations with network size of relatives (P-trend = 0.074) but not with network size of friends (P-trend = 0.036) or social activities (P-trend< 0.001). In prospective analyses, network size and social activity participation were also linked with better cognition in simple models, but the associations were much stronger for social activities (P-trend< 0.001) than for network size of friends (P-trend = 0.095) and relatives (P-trend = 0.425). Adjustment for baseline cognition largely explained the prospective associations with network size of friends (P-trend = 0.787) and relatives (P-trend = 0.815), but it only slightly attenuated the association with social activities (P-trend< 0.001). The prospective effect of social activities was largely explained by sociodemographic, health behavioural, and health covariates (P-trend = 0.233). Analyses of specific cognitive domains generally replicated the cross-sectional and prospective findings for global cognitive function. CONCLUSIONS Older Central and Eastern European adults with larger social networks and greater social activities participation had better cognitive function, but these associations were stronger at baseline than over the short-term follow-up.
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Affiliation(s)
- Yifan Nie
- Research Department of Epidemiology and Public Health, University College London, 1-19 Torrington Place, London, WC1E 7HB, UK
| | - Marcus Richards
- MRC Unit for Lifelong Health and Ageing at UCL, University College London, London, UK
| | - Ruzena Kubinova
- Centre for Environmental Health Monitoring, National Institute of Public Health, Prague, Czech Republic
| | - Anastasiya Titarenko
- Research Institute of Internal and Preventive Medicine, Branch of the Federal Research Centre Institute of Cytology and Genetics, Siberian Branch of Russian Academy of Medical Sciences, Novosibirsk, Russia
| | - Sofia Malyutina
- Research Institute of Internal and Preventive Medicine, Branch of the Federal Research Centre Institute of Cytology and Genetics, Siberian Branch of Russian Academy of Medical Sciences, Novosibirsk, Russia
| | - Magdalena Kozela
- Institute of Public Health, Faculty of Health Sciences, Jagiellonian University Medical College, Krakow, Poland
| | - Andrzej Pajak
- Institute of Public Health, Faculty of Health Sciences, Jagiellonian University Medical College, Krakow, Poland
| | - Martin Bobak
- Research Department of Epidemiology and Public Health, University College London, 1-19 Torrington Place, London, WC1E 7HB, UK.,Research Centre for Toxic Compounds in the Environment, Faculty of Sciences, Masaryk University, Brno, Czech Republic
| | - Milagros Ruiz
- Research Department of Epidemiology and Public Health, University College London, 1-19 Torrington Place, London, WC1E 7HB, UK. .,Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic.
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Knopman DS, Amieva H, Petersen RC, Chételat G, Holtzman DM, Hyman BT, Nixon RA, Jones DT. Alzheimer disease. Nat Rev Dis Primers 2021; 7:33. [PMID: 33986301 PMCID: PMC8574196 DOI: 10.1038/s41572-021-00269-y] [Citation(s) in RCA: 783] [Impact Index Per Article: 261.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/09/2021] [Indexed: 12/21/2022]
Abstract
Alzheimer disease (AD) is biologically defined by the presence of β-amyloid-containing plaques and tau-containing neurofibrillary tangles. AD is a genetic and sporadic neurodegenerative disease that causes an amnestic cognitive impairment in its prototypical presentation and non-amnestic cognitive impairment in its less common variants. AD is a common cause of cognitive impairment acquired in midlife and late-life but its clinical impact is modified by other neurodegenerative and cerebrovascular conditions. This Primer conceives of AD biology as the brain disorder that results from a complex interplay of loss of synaptic homeostasis and dysfunction in the highly interrelated endosomal/lysosomal clearance pathways in which the precursors, aggregated species and post-translationally modified products of Aβ and tau play important roles. Therapeutic endeavours are still struggling to find targets within this framework that substantially change the clinical course in persons with AD.
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Affiliation(s)
| | - Helene Amieva
- Inserm U1219 Bordeaux Population Health Center, University of Bordeaux, Bordeaux, France
| | | | - Gäel Chételat
- Normandie Univ, UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders", Institut Blood and Brain @ Caen-Normandie, Cyceron, Caen, France
| | - David M Holtzman
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Bradley T Hyman
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Ralph A Nixon
- Departments of Psychiatry and Cell Biology, New York University Langone Medical Center, New York University, New York, NY, USA
- NYU Neuroscience Institute, New York University Langone Medical Center, New York University, New York, NY, USA
| | - David T Jones
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
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Wetmore JB, Peng Y, Yan H, Li S, Irfan M, Shim A, Roetker NS, Abler V, Rashid N, Gilbertson DT. Association of Dementia-Related Psychosis With Long-term Care Use and Death. Neurology 2021; 96:e1620-e1631. [PMID: 33536269 DOI: 10.1212/wnl.0000000000011632] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 12/11/2020] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To determine the association of dementia-related psychosis (DRP) with death and use of long-term care (LTC); we hypothesized that DRP would be associated with increased risk of death and use of LTC in patients with dementia. METHODS A retrospective cohort study was performed. Medicare claims from 2008 to 2016 were used to define cohorts of patients with dementia and DRP. Outcomes were LTC, defined as nursing home stays of >100 consecutive days, and death. Patients with DRP were directly matched to patients with dementia without psychosis by age, sex, race, number of comorbid conditions, and dementia index year. Association of DRP with outcomes was evaluated using a Cox proportional hazard regression model. RESULTS We identified 256,408 patients with dementia. Within 2 years after the dementia index date, 13.9% of patients developed DRP and 31.9% had died. Corresponding estimates at 5 years were 25.5% and 64.0%. Mean age differed little between those who developed DRP (83.8 ± 7.9 years) and those who did not (83.1 ± 8.7 years). Patients with DRP were slightly more likely to be female (71.0% vs 68.3%) and white (85.7% vs 82.0%). Within 2 years of developing DRP, 16.1% entered LTC and 52.0% died; corresponding percentages for patients without DRP were 8.4% and 30.0%, respectively. In the matched cohort, DRP was associated with greater risk of LTC (hazard ratio [HR] 2.36, 2.29-2.44) and death (HR 2.06, 2.02-2.10). CONCLUSIONS DRP was associated with a more than doubling in the risk of death and a nearly 2.5-fold increase in risk of the need for LTC.
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Affiliation(s)
- James B Wetmore
- From the Chronic Disease Research Group (J.B.W., Y.P., H.Y., S.L., N.S.R., D.T.G.), Hennepin Healthcare Research Institute; Departments of Medicine (J.B.W.) and Neurology (M.I.), Hennepin Healthcare, Minneapolis, MN; ACADIA Pharmaceuticals Inc. (A.S., V.A., N.R.), San Diego; and School of Pharmacy and Applied Sciences (N.R.), Keck Graduate Institute, Claremont, CA.
| | - Yi Peng
- From the Chronic Disease Research Group (J.B.W., Y.P., H.Y., S.L., N.S.R., D.T.G.), Hennepin Healthcare Research Institute; Departments of Medicine (J.B.W.) and Neurology (M.I.), Hennepin Healthcare, Minneapolis, MN; ACADIA Pharmaceuticals Inc. (A.S., V.A., N.R.), San Diego; and School of Pharmacy and Applied Sciences (N.R.), Keck Graduate Institute, Claremont, CA
| | - Heng Yan
- From the Chronic Disease Research Group (J.B.W., Y.P., H.Y., S.L., N.S.R., D.T.G.), Hennepin Healthcare Research Institute; Departments of Medicine (J.B.W.) and Neurology (M.I.), Hennepin Healthcare, Minneapolis, MN; ACADIA Pharmaceuticals Inc. (A.S., V.A., N.R.), San Diego; and School of Pharmacy and Applied Sciences (N.R.), Keck Graduate Institute, Claremont, CA
| | - Suying Li
- From the Chronic Disease Research Group (J.B.W., Y.P., H.Y., S.L., N.S.R., D.T.G.), Hennepin Healthcare Research Institute; Departments of Medicine (J.B.W.) and Neurology (M.I.), Hennepin Healthcare, Minneapolis, MN; ACADIA Pharmaceuticals Inc. (A.S., V.A., N.R.), San Diego; and School of Pharmacy and Applied Sciences (N.R.), Keck Graduate Institute, Claremont, CA
| | - Muna Irfan
- From the Chronic Disease Research Group (J.B.W., Y.P., H.Y., S.L., N.S.R., D.T.G.), Hennepin Healthcare Research Institute; Departments of Medicine (J.B.W.) and Neurology (M.I.), Hennepin Healthcare, Minneapolis, MN; ACADIA Pharmaceuticals Inc. (A.S., V.A., N.R.), San Diego; and School of Pharmacy and Applied Sciences (N.R.), Keck Graduate Institute, Claremont, CA
| | - Andrew Shim
- From the Chronic Disease Research Group (J.B.W., Y.P., H.Y., S.L., N.S.R., D.T.G.), Hennepin Healthcare Research Institute; Departments of Medicine (J.B.W.) and Neurology (M.I.), Hennepin Healthcare, Minneapolis, MN; ACADIA Pharmaceuticals Inc. (A.S., V.A., N.R.), San Diego; and School of Pharmacy and Applied Sciences (N.R.), Keck Graduate Institute, Claremont, CA
| | - Nicholas S Roetker
- From the Chronic Disease Research Group (J.B.W., Y.P., H.Y., S.L., N.S.R., D.T.G.), Hennepin Healthcare Research Institute; Departments of Medicine (J.B.W.) and Neurology (M.I.), Hennepin Healthcare, Minneapolis, MN; ACADIA Pharmaceuticals Inc. (A.S., V.A., N.R.), San Diego; and School of Pharmacy and Applied Sciences (N.R.), Keck Graduate Institute, Claremont, CA
| | - Victor Abler
- From the Chronic Disease Research Group (J.B.W., Y.P., H.Y., S.L., N.S.R., D.T.G.), Hennepin Healthcare Research Institute; Departments of Medicine (J.B.W.) and Neurology (M.I.), Hennepin Healthcare, Minneapolis, MN; ACADIA Pharmaceuticals Inc. (A.S., V.A., N.R.), San Diego; and School of Pharmacy and Applied Sciences (N.R.), Keck Graduate Institute, Claremont, CA
| | - Nazia Rashid
- From the Chronic Disease Research Group (J.B.W., Y.P., H.Y., S.L., N.S.R., D.T.G.), Hennepin Healthcare Research Institute; Departments of Medicine (J.B.W.) and Neurology (M.I.), Hennepin Healthcare, Minneapolis, MN; ACADIA Pharmaceuticals Inc. (A.S., V.A., N.R.), San Diego; and School of Pharmacy and Applied Sciences (N.R.), Keck Graduate Institute, Claremont, CA
| | - David T Gilbertson
- From the Chronic Disease Research Group (J.B.W., Y.P., H.Y., S.L., N.S.R., D.T.G.), Hennepin Healthcare Research Institute; Departments of Medicine (J.B.W.) and Neurology (M.I.), Hennepin Healthcare, Minneapolis, MN; ACADIA Pharmaceuticals Inc. (A.S., V.A., N.R.), San Diego; and School of Pharmacy and Applied Sciences (N.R.), Keck Graduate Institute, Claremont, CA
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8
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Rajan KB, McAninch EA, Wilson RS, Weuve J, Barnes LL, Evans DA. Race, APOEɛ4, and Long-Term Cognitive Trajectories in a Biracial Population Sample. J Alzheimers Dis 2020; 72:45-53. [PMID: 31561363 DOI: 10.3233/jad-190538] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND The association of the APOEɛ4 allele with incident Alzheimer's dementia is higher among European Americans (EAs) than African Americans (AAs), but similar for the rate of cognitive decline. OBJECTIVE To examine the racial differences in the association of the APOEɛ4 allele with incident Alzheimer's dementia and cognitive decline. METHODS Using a population-based sample of 5,117 older adults (66% AAs and 63% females), we identified cognitive trajectory groups from a latent class mixed model and examined the association of the APOEɛ4 allele with these groups. RESULTS The frequency of the APOEɛ4 allele was higher among AAs than EAs (37% versus 26%). Four cognitive trajectories were identified: slow, mild, moderate, and rapid. Overall, AAs had a lower baseline global cognition than EAs, and a higher proportion had rapid (7% versus 5%) and moderate (20% versus 15%) decline, but similar mild (44% versus 46%), and lesser slow (29% versus 34%) decline compared to EAs. Additionally, 25% of AAs (13% of EAs) with mild and 5% (<1% of EAs) with slow decline were diagnosed with incident Alzheimer's dementia. The APOEɛ4 allele was associated with higher odds of rapid and moderate decline compared to slow decline among AAs and EAs, but not with mild decline. CONCLUSIONS AAs had lower cognitive levels and were more likely to meet the cognitive threshold for Alzheimer's dementia among mild and slow decliners, explaining the attenuated association of the ɛ4 allele with incident Alzheimer's dementia among AAs.
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Affiliation(s)
- Kumar B Rajan
- Department of Public Health Sciences, UC Davis, Davis, CA, USA
| | - Elizabeth A McAninch
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Robert S Wilson
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Jennifer Weuve
- Department of Epidemiology, Boston University, Boston, MA, USA
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Denis A Evans
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL, USA
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9
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Marquez DX, Glover CM, Lamar M, Leurgans SE, Shah RC, Barnes LL, Aggarwal NT, Buchman AS, Bennett DA. Representation of Older Latinxs in Cohort Studies at the Rush Alzheimer's Disease Center. Neuroepidemiology 2020; 54:404-418. [PMID: 32906123 PMCID: PMC7572552 DOI: 10.1159/000509626] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 06/20/2020] [Indexed: 12/31/2022] Open
Abstract
The Rush Alzheimer's Disease Center (RADC) conducts 5 harmonized prospective clinical-pathologic cohort studies of aging - with 1 study, the Latino Core, focused exclusively on Latinxs, 2 studies consisting of mostly non-Latinx whites, and 2 studies of mostly non-Latinx blacks. This paper contextualizes the Latino Core within the other 4 harmonized RADC cohort studies. The overall aim of the paper is to provide information from the RADC, so that researchers can learn from our participants and procedures to better advance the science of Alzheimer's disease and related dementias in Latinxs. We describe an annual clinical evaluation that assesses risk factors for Alzheimer's dementia among older adults without known dementia at enrollment. As all RADC cohort studies offer brain donation as a part of research participation, we discuss our approach to brain donation and subsequent participant decision-making among older Latinxs. We also summarize baseline characteristics of older Latinxs across the 5 RADC cohort studies in relation to the baseline characteristics of non-Latinx blacks and non-Latinx whites. Finally, we outline challenges and considerations as well as potential next steps in cognitive aging research with older Latinxs.
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Affiliation(s)
- David X Marquez
- Rush Alzheimer's Disease Center, Chicago, Illinois, USA,
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, Illinois, USA,
| | - Crystal M Glover
- Rush Alzheimer's Disease Center, Chicago, Illinois, USA
- Department of Psychiatry and Behavioral Sciences, Rush Medical College, Chicago, Illinois, USA
| | - Melissa Lamar
- Rush Alzheimer's Disease Center, Chicago, Illinois, USA
- Department of Psychiatry and Behavioral Sciences, Rush Medical College, Chicago, Illinois, USA
| | - Sue E Leurgans
- Rush Alzheimer's Disease Center, Chicago, Illinois, USA
- Department of Neurological Sciences, Rush Medical College, Chicago, Illinois, USA
| | - Raj C Shah
- Rush Alzheimer's Disease Center, Chicago, Illinois, USA
- Department of Family Medicine, Rush Medical College, Chicago, Illinois, USA
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Chicago, Illinois, USA
- Department of Neurological Sciences, Rush Medical College, Chicago, Illinois, USA
| | - Neelum T Aggarwal
- Rush Alzheimer's Disease Center, Chicago, Illinois, USA
- Department of Neurological Sciences, Rush Medical College, Chicago, Illinois, USA
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10
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Yu L, Petyuk VA, Tasaki S, Boyle PA, Gaiteri C, Schneider JA, De Jager PL, Bennett DA. Association of Cortical β-Amyloid Protein in the Absence of Insoluble Deposits With Alzheimer Disease. JAMA Neurol 2020; 76:818-826. [PMID: 31009033 DOI: 10.1001/jamaneurol.2019.0834] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Importance β-Amyloid deposits are a pathologic hallmark of Alzheimer disease (AD). However, the extent to which cortical β-amyloid protein in the absence of insoluble deposits is associated with classic features of AD appear to be unknown. Objective To examine the associations of cortical β-amyloid protein in the absence of insoluble deposits with cognitive decline, neurofibrillary tangles, other age-associated neuropathologic conditions, and APOE. Design, Setting, and Participants This analysis combines data from 2 community-based clinicopathologic cohort studies of aging. The Religious Orders Study started in 1994, and the Rush Memory and Aging Project started in 1997. Both studies are ongoing. Participants without known dementia were enrolled and agreed to annual clinical evaluations and brain donation after death. Primary analyses focused on individuals without β-amyloid deposits. Data analyses occurred in mid-September 2018. Main Outcomes and Measures β-Amyloid protein abundance was measured by targeted proteomics using selected reaction monitoring. β-Amyloid deposits were detected using immunohistochemistry. Other neuropathologic indices were quantified via uniform structured evaluation. Linear mixed models were used to examine the association of β-amyloid protein with cognitive decline. Regression models examined the protein associations with neuropathologic outcomes and the APOE genotype. Results By mid-September 2018, 3575 older persons were enrolled, and 1559 had died and undergone brain autopsy. Proteomic data were collected in 1208 individuals, and 5 with missing cognitive scores were excluded. Of the remaining 1203, primary analyses focused on 148 individuals (12.3%) without β-amyloid deposits. In this group, the mean (SD) age at death was 87.0 (7.0) years, and 84 individuals (56.8%) were women. In the absence of β-amyloid deposits, we did not observe an association of β-amyloid protein with decline in episodic memory, but the protein was associated with faster rates of decline in processing speed (mean [SE] change, -0.014 [0.005]; P = .008) and visuospatial abilities (mean [SE] change, -0.013 [0.005]; P = .006). We did not observe protein association with paired helical filament tau tangle density. The protein was associated with amyloid angiopathy (odds ratio, 1.38 [95% CI, 1.15-1.67]; P < .001) but no other brain pathology. The associations with cognitive decline were unchanged after controlling for amyloid angiopathy. Neither APOE ε4 nor a polygenic Alzheimer risk score was associated with β-amyloid protein. Conclusions and Relevance Cortical β-amyloid protein was associated with faster cognitive decline in the absence of β-amyloid deposits, which supports the role of cortical soluble β-amyloid as a neurotoxic agent in aging. The lack of protein association with paired helical filament tau tangles, episodic memory decline, or strong genetic drivers of deposited β-amyloid suggests an underlying neuropathologic change that may differ from that of AD.
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Affiliation(s)
- Lei Yu
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | | | - Shinya Tasaki
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Patricia A Boyle
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois
| | - Chris Gaiteri
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Julie A Schneider
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois.,Department of Pathology, Rush University Medical Center, Chicago, Illinois
| | - Philip L De Jager
- Center for Translational and Computational Neuroimmunology, Columbia University Medical Center, New York, New York.,Cell Circuits Program, Broad Institute, Cambridge, Massachusetts
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
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11
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Rajan KB, Weuve J, Wilson RS, Barnes LL, McAninch EA, Evans DA. Temporal changes in the likelihood of dementia and MCI over 18 years in a population sample. Neurology 2019; 94:e292-e298. [PMID: 31806693 DOI: 10.1212/wnl.0000000000008731] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Accepted: 07/18/2019] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE To examine the temporal changes in the likelihood of dementia and mild cognitive impairment (MCI) between 1993 and 2012 using a short battery of cognitive tests. METHODS A cohort of 10,342 participants underwent a short battery of cognitive tests collected during triennial in-home interviews with 2,794 of those evaluated for the clinical diagnosis of dementia and MCI. We used a generalized logit regression model to estimate the likelihood of dementia and MCI, and a quasibinomial regression model to examine the temporal changes in those likelihood scores. RESULTS A short battery of cognitive tests-delayed story recall test, Symbol Digit Modalities Test, and the Mini-Mental State Examination-were associated with the clinical diagnosis of dementia and MCI. The classification accuracy of likelihood scores was 0.92 for dementia and 0.85 for MCI. After adjusting for age, race/ethnicity, and education, the likelihood of dementia in the population decreased from 21.6% (95% confidence interval [CI] 20.9%-22.3%) to 18.9% (95% CI 18.1%-19.7%) between 1993-1996 and 2000-2002 and showed no significant decline between 2000-2002 and 2009-2012 (-0.2%, 95% CI -1.1% to 0.7%). The estimated likelihood of MCI remained similar between 1993-1996 and 2009-2012 (29.0%, 95% CI 27.9%-30.1%), but showed a nonsignificant decrease in 2000-2002. CONCLUSION The likelihood scores based on a short battery of cognitive tests can serve as a measure of dementia and MCI in epidemiologic studies. The decline in the likelihood of dementia and MCI over earlier years was not sustained in later years.
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Affiliation(s)
- Kumar B Rajan
- From the Department of Public Health Sciences (K.B.R.) and Alzheimer's Disease Center (K.B.R.), University of California at Davis; Department of Epidemiology (J.W.), Boston University School of Public Health, MA; Rush Alzheimer's Disease Center (R.S.W., L.L.B.); and Department of Internal Medicine (E.A.M., D.A.E.), Rush University Medical Center, Chicago, IL.
| | - Jennifer Weuve
- From the Department of Public Health Sciences (K.B.R.) and Alzheimer's Disease Center (K.B.R.), University of California at Davis; Department of Epidemiology (J.W.), Boston University School of Public Health, MA; Rush Alzheimer's Disease Center (R.S.W., L.L.B.); and Department of Internal Medicine (E.A.M., D.A.E.), Rush University Medical Center, Chicago, IL
| | - Robert S Wilson
- From the Department of Public Health Sciences (K.B.R.) and Alzheimer's Disease Center (K.B.R.), University of California at Davis; Department of Epidemiology (J.W.), Boston University School of Public Health, MA; Rush Alzheimer's Disease Center (R.S.W., L.L.B.); and Department of Internal Medicine (E.A.M., D.A.E.), Rush University Medical Center, Chicago, IL
| | - Lisa L Barnes
- From the Department of Public Health Sciences (K.B.R.) and Alzheimer's Disease Center (K.B.R.), University of California at Davis; Department of Epidemiology (J.W.), Boston University School of Public Health, MA; Rush Alzheimer's Disease Center (R.S.W., L.L.B.); and Department of Internal Medicine (E.A.M., D.A.E.), Rush University Medical Center, Chicago, IL
| | - Elizabeth A McAninch
- From the Department of Public Health Sciences (K.B.R.) and Alzheimer's Disease Center (K.B.R.), University of California at Davis; Department of Epidemiology (J.W.), Boston University School of Public Health, MA; Rush Alzheimer's Disease Center (R.S.W., L.L.B.); and Department of Internal Medicine (E.A.M., D.A.E.), Rush University Medical Center, Chicago, IL
| | - Denis A Evans
- From the Department of Public Health Sciences (K.B.R.) and Alzheimer's Disease Center (K.B.R.), University of California at Davis; Department of Epidemiology (J.W.), Boston University School of Public Health, MA; Rush Alzheimer's Disease Center (R.S.W., L.L.B.); and Department of Internal Medicine (E.A.M., D.A.E.), Rush University Medical Center, Chicago, IL
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12
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Byrd DR, Thorpe RJ, Whitfield KE. Greater Disease Burden, Greater Risk? Exploring Cognitive Change and Health Status Among Older Blacks. J Aging Health 2019; 32:807-816. [PMID: 31165660 DOI: 10.1177/0898264319853138] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Objective: The objective of study is to examine the relationships between health status and changes in cognition over time among middle to older aged Blacks. Method: Data come from the Baltimore Study of Black Aging-Patterns of Cognitive Aging. At baseline, 602 Black participants, ranging from ages 48 to 95 years, were enrolled. At follow-up, approximately 3 years later, 450 participants were re-interviewed. Results: After accounting for baseline cognition, age, sex, and education, a greater number of health conditions was associated with slower perceptual speed (b = -5.099, p = .022). Average peak expiratory flow was also associated with improvements in working memory (b = 0.029, p = .019) and perceptual speed (b = 0.026, p = .026), controlling for model covariates. Discussion: Study findings demonstrate that greater disease burden is associated with declines in specific fluid cognitive abilities in middle to later life among Blacks. This finding highlights the importance of reducing health disparities that disproportionately affect Blacks.
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Affiliation(s)
| | - Roland J Thorpe
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
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13
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Carmichael O, Newton R. Brain MRI findings related to Alzheimer's disease in older African American adults. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2019; 165:3-23. [PMID: 31481168 DOI: 10.1016/bs.pmbts.2019.04.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Although a substantial body of research has identified brain MRI measures as important markers of Alzheimer's disease (AD) risk, progression, and treatment response, most of that research has been performed in non-Hispanic white American populations, leading to questions about the utility of the brain MRI measures among individuals of other races or ethnicities. African American individuals in particular are under-represented in AD research, and may exhibit differences in prevalence of AD risk factors, prevalence of AD, incidence of AD, the clinical course of cognitive decline, and AD neuropathology, each of which could influence the utility of brain MRI markers. Unfortunately, while current evidence suggests that African Americans exhibit poorer brain health late in life based on brain MRI measurements, several other aspects of brain MRI markers in this population are unclear, including trajectories of brain MRI markers leading up to old age, relationships between traditional brain health risk factors and brain MRI findings, and the status of brain MRI markers as correlates of cognitive impairment. This unclear state of affairs highlights the urgency of future research in which large numbers of older African American adults contribute longitudinal brain MRI measurements concurrent with clinical, cognitive, and molecular biomarker measurements, ideally in the context of AD preventive or therapeutic trials.
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Affiliation(s)
- Owen Carmichael
- Pennington Biomedical Research Center, Baton Rouge, LA, United States.
| | - Robert Newton
- Pennington Biomedical Research Center, Baton Rouge, LA, United States
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14
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Wilson RS, Barnes LL, Rajan KB, Boyle PA, Sytsma J, Weuve J, Evans DA. Antecedents and consequences of unawareness of memory impairment in dementia. Neuropsychology 2018; 32:931-940. [PMID: 30047756 PMCID: PMC6234063 DOI: 10.1037/neu0000437] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
OBJECTIVE To assess the prevalence, antecedents, and consequences of unawareness of memory impairment in dementia. METHOD Persons (n = 1,862) from a geographically defined community without dementia at enrollment subsequently underwent clinical classification (248 with dementia, 611 with mild cognitive impairment, 1,003 with no cognitive impairment), memory testing, and self-appraisal of memory. Memory performance was regressed on self-appraised memory, and the residuals served as an index of memory awareness. After clinical classification, participants completed brief cognitive testing at 3-year intervals for up to 15 years. RESULTS When unawareness was defined as a score at or below thresholds ranging from the 15th to 25th percentiles, it was more common in dementia (67%-83%) and mild cognitive impairment (15%-33%) than in no cognitive impairment (2%-6%; all p < .001). A continuous measure of awareness (M = 0.00, SD = 0.61) was reduced by 0.37-unit in mild cognitive impairment (SE = 0.04, p < .001) and 1.04-unit in dementia (SE = 0.06), p < .001) compared with those without cognitive impairment, and these associations were weaker in Black persons than White persons (estimate for dementia by race = 0.37, SE = 0.12, p = .003; estimate for mild cognitive impairment by race = 0.30, SE = 0.08, p < .001). Higher premorbid neuroticism was associated with better memory awareness in dementia. Higher memory awareness was not related to mortality in mild cognitive impairment or dementia but had a marginal association with slower cognitive decline in mild cognitive impairment. CONCLUSIONS Unawareness of memory impairment is a common manifestation of dementia, particularly in White persons, but is not strongly related to adverse disease outcomes. (PsycINFO Database Record (c) 2018 APA, all rights reserved).
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Affiliation(s)
- Robert S. Wilson
- Rush Alzheimer’s Disease Center, Department of Neurological Sciences, Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL
| | - Lisa L. Barnes
- Rush Alzheimer’s Disease Center, Department of Neurological Sciences, Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL
| | - Kumar B. Rajan
- Rush Institute for Healthy Aging, Department of Internal Medicine, Rush University Medical Center, Chicago, IL
| | - Patricia A. Boyle
- Rush Alzheimer’s Disease Center, Department of Neurological Sciences, Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL
| | - Joel Sytsma
- Rush Alzheimer’s Disease Center, Department of Neurological Sciences, Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL
| | - Jennifer Weuve
- Department of Epidemiology, School of Public Health, Boston University, Boston, MA
| | - Denis A. Evans
- Rush Institute for Healthy Aging, Department of Internal Medicine, Rush University Medical Center, Chicago, IL
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15
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Rajan KB, Rajan RS, Manning LK, Evans DA. Aging Audiences: Association of Live Performance Attendance and Cognitive Decline in a Biracial Sample. J Aging Health 2018; 30:445-457. [PMID: 28553789 PMCID: PMC6203302 DOI: 10.1177/0898264316682907] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVES To examine if attendance in live performances was associated with change in cognition among African Americans (AAs) and European Americans (EAs). METHOD The study consisted of 5,567 older adults with at least follow-up interview and analyzed using a linear mixed effects regression model adjusting for demographic and health variables. RESULTS We found that frequent performance attendance was associated with slower decline in composite cognitive function among older AAs and EAs. Attending 10 or more performances per year was associated with 23% slower cognitive decline among AAs and 31% slower cognitive decline among EAs compared with those who never attend any performance. However, this difference was not significant ( p = .56). Attending live performances was also associated with slower decline in individual tests of perceptual speed, episodic memory, and mini-mental state exam (MMSE). DISCUSSION Our findings suggest that live performances form a valuable component of arts engagement and should be encouraged for potential cognitive benefits.
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16
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Rajan KB, Wilson RS, Barnes LL, Aggarwal NT, Weuve J, Evans DA. A Cognitive Turning Point in Development of Clinical Alzheimer's Disease Dementia and Mild Cognitive Impairment: A Biracial Population Study. J Gerontol A Biol Sci Med Sci 2017; 72:424-430. [PMID: 28043942 DOI: 10.1093/gerona/glw246] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 11/11/2016] [Indexed: 11/12/2022] Open
Abstract
Background Cognitive changes during the preclinical phase of Alzheimer's disease (AD) dementia have been characterized among European Americans (EAs), but studies of preclinical changes among African Americans (AAs) are notably absent. Methods Preclinical changes in cognition before the development of AD dementia and mild cognitive impairment over a period of 18 years were examined using change points in a biracial sample of 2,125 older adults. Results Of 2,125 participants, 442 (21%) developed AD dementia and 661 (31%) developed mild cognitive impairment. A cognitive change point occurred between 4 and 5 years before the clinical diagnosis of AD dementia. Differences between AAs and EAs were observed: EAs had a higher starting level of composite cognitive function, and a change point occurred 4.3 years before AD dementia among AAs and 4.7 years among EAs. The slope of cognitive decline after the change point among those developing clinical AD dementia was significantly greater among EAs (0.233 units/y) than among AAs (0.171 units/y; p < .001). This difference in slope of cognitive decline persisted after diagnosis of AD dementia so that at the conclusion of observation the difference in average cognitive level was reversed. AAs without cognitive impairment had a lower average baseline of cognition than EAs, but the slopes of cognitive decline were similar. Conclusions A prominent change to a steeper slope of cognitive decline occurs between 4 and 5 years prior to the diagnosis of AD dementia. The slope of cognitive decline after the change point is steeper among EAs than AAs.
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Affiliation(s)
- Kumar B Rajan
- Department of Internal Medicine, Rush Institute for Healthy Aging
| | - Robert S Wilson
- Rush Alzheimer's Disease Center.,Department of Neurological Sciences, and.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center.,Department of Neurological Sciences, and.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois
| | - Neelum T Aggarwal
- Rush Alzheimer's Disease Center.,Department of Neurological Sciences, and.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois
| | - Jennifer Weuve
- Department of Internal Medicine, Rush Institute for Healthy Aging
| | - Denis A Evans
- Department of Internal Medicine, Rush Institute for Healthy Aging
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17
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Machulda MM, Hagen CE, Wiste HJ, Mielke MM, Knopman DS, Roberts RO, Vemuri P, Lowe VJ, Jack CR, Petersen RC. [Formula: see text]Practice effects and longitudinal cognitive change in clinically normal older adults differ by Alzheimer imaging biomarker status. Clin Neuropsychol 2017; 31:99-117. [PMID: 27724156 PMCID: PMC5408356 DOI: 10.1080/13854046.2016.1241303] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Accepted: 09/18/2016] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The objective of this study was to examine practice effects and longitudinal cognitive change in 190 clinically normal elderly classified according to a two-feature biomarker model for Alzheimer's disease. METHODS All participants completed neuropsychological testing, MRI, FDG-PET, and PiB-PET at their baseline evaluation. We divided participants into four groups based on neuroimaging measures of amyloid (A+ or A-) and neurodegeneration (N+ or N-) and reexamined cognition at 15- and 30-month intervals. RESULTS The A-N- group showed significant improvements in the memory and global scores. The A+N- group also showed significant improvements in the memory and global scores as well as attention. The A-N+ group showed a significant decline in attention at 30 months. The A+N+ group showed significant improvements in memory and the global score at 15 months followed by a significant decline in the global score at 30 months. CONCLUSION Amyloidosis in the absence of neurodegeneration did not have an adverse impact on practice effects or the 30-month cognitive trajectories. In contrast, participants with neurodegeneration (either A-N+ or A+N+) had worse performance at the 30-month follow-up. Our results show that neurodegeneration has a more deleterious effect on cognition than amyloidosis in clinically normal individuals.
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Affiliation(s)
- Mary M. Machulda
- Division of Neurocognitive Disorders, Department of Psychiatry and Psychology
| | - Clint E. Hagen
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research
| | - Heather J. Wiste
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research
| | - Michelle M. Mielke
- Division of Epidemiology, Department of Health Sciences Research
- Department of Neurology, College of Medicine, Mayo Clinic, 200 1 Street SW, Rochester, MN 55905
| | - David S. Knopman
- Department of Neurology, College of Medicine, Mayo Clinic, 200 1 Street SW, Rochester, MN 55905
| | - Rosebud O. Roberts
- Division of Epidemiology, Department of Health Sciences Research
- Department of Neurology, College of Medicine, Mayo Clinic, 200 1 Street SW, Rochester, MN 55905
| | - Prashanthi Vemuri
- Department of Radiology, College of Medicine, Mayo Clinic, 200 1 Street SW, Rochester, MN 55905
| | - Val J. Lowe
- Department of Radiology, College of Medicine, Mayo Clinic, 200 1 Street SW, Rochester, MN 55905
| | - Clifford R. Jack
- Department of Radiology, College of Medicine, Mayo Clinic, 200 1 Street SW, Rochester, MN 55905
| | - Ronald C. Petersen
- Department of Neurology, College of Medicine, Mayo Clinic, 200 1 Street SW, Rochester, MN 55905
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18
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Cloutier S, Chertkow H, Kergoat MJ, Gauthier S, Belleville S. Patterns of Cognitive Decline Prior to Dementia in Persons with Mild Cognitive Impairment. J Alzheimers Dis 2016; 47:901-13. [PMID: 26401770 PMCID: PMC4923749 DOI: 10.3233/jad-142910] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Only a limited number of studies have investigated the decline of discrete cognitive domains as individuals progress from mild cognitive impairment (MCI) to dementia. Thus, the goal of this longitudinal study was to evaluate the cognitive changes underway during the years preceding a diagnosis of probable Alzheimer’s disease (AD), and to compare these changes to those found in MCI participants who do not progress to dementia. Participants were compared as a function of whether they later converted to AD (n = 47) or not (n = 74). Cognitive change was assessed prior to the conversion year, using that year as a starting point. A combination of polynomial regression analyses and mixed ANOVAs assessed 1) the trajectory of cognitive decline for each domain and 2) the differences between non-progressors and those who had converted to AD. The different cognitive domains demonstrated very different patterns of decline in the group of MCI progressors. A quadratic function, i.e., many years of stable performance followed by a rapid decline just prior to diagnosis, was observed for delayed recall, working memory, and spatial memory. In contrast, a gradual linear decline was observed for immediate recall, executive function, and visuo-spatial abilities. Finally, language in progressors was impaired on all time periods relative to non-progressors, but there was no further change between the first assessments and conversion to AD. Individuals with MCI who progress to AD show abnormal cognition at least two years prior to their dementia diagnosis. The pattern of symptom change observed appears to depend upon the cognitive domain and thus, clinical studies should not assume similar rate of decline across domains. In contrast and, apart from verbal memory, the non-progressors present a performance similar to that of healthy older adults.
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Affiliation(s)
- Simon Cloutier
- Institut universitaire de gériatrie de Montréal, QC, Canada.,Department of Psychology, Université de Montréal, QC, Canada
| | | | - Marie-Jeanne Kergoat
- Institut universitaire de gériatrie de Montréal, QC, Canada.,Department of Medicine, Université de Montréal, QC, Canada
| | - Serge Gauthier
- Alzheimer Disease Research Unit, McGill Center for Studies in Aging, McGill University, QC, Canada
| | - Sylvie Belleville
- Institut universitaire de gériatrie de Montréal, QC, Canada.,Department of Psychology, Université de Montréal, QC, Canada
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19
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Knopman DS, Jack CR, Lundt ES, Wiste HJ, Weigand SD, Vemuri P, Lowe VJ, Kantarci K, Gunter JL, Senjem ML, Mielke MM, Machulda MM, Roberts RO, Boeve BF, Jones DT, Petersen RC. Role of β-Amyloidosis and Neurodegeneration in Subsequent Imaging Changes in Mild Cognitive Impairment. JAMA Neurol 2016; 72:1475-83. [PMID: 26437123 DOI: 10.1001/jamaneurol.2015.2323] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
IMPORTANCE To understand how a model of Alzheimer disease pathophysiology based on β-amyloidosis and neurodegeneration predicts the regional anatomic expansion of hypometabolism and atrophy in persons with mild cognitive impairment (MCI). OBJECTIVE To define the role of β-amyloidosis and neurodegeneration in the subsequent progression of topographic cortical structural and metabolic changes in MCI. DESIGN, SETTING, AND PARTICIPANTS Longitudinal, observational study with serial brain imaging conducted from March 28, 2006, to January 6, 2015, using a population-based cohort. A total of 96 participants with MCI (all aged >70 years) with serial imaging biomarkers from the Mayo Clinic Study of Aging or Mayo Alzheimer's Disease Research Center were included. Participants were characterized initially as having elevated or not elevated brain β-amyloidosis (A+ or A-) based on 11C-Pittsburgh compound B positron emission tomography. They were further characterized initially by the presence or absence of neurodegeneration (N+ or N-), where the presence of neurodegeneration was defined by abnormally low hippocampal volume or hypometabolism in an Alzheimer disease-like pattern on 18fluorodeoxyglucose (FDG)-positron emission tomography. MAIN OUTCOMES AND MEASURES Regional FDG standardized uptake value ratio (SUVR) and gray matter volumes in medial temporal, lateral temporal, lateral parietal, and medial parietal regions. RESULTS In the primary regions of interest (ROI), the A+N+ group (n = 45) had lower FDG SUVR at baseline compared with the A+N- group (n = 17) (all 4 ROIs; P < .001). The A+N+ group also had lower FDG SUVR at baseline (all 4 ROIs; P < .01) compared with the A-N- group (n = 12). The A+N+ group had lower medial temporal gray matter volume at baseline (P < .001) compared with either the A+N- group or A-N- group. The A+N+ group showed large longitudinal declines in FDG SUVR (P < .05 for medial temporal, lateral temporal, and medial parietal regions) and gray matter volumes (P < .05 for medial temporal and lateral temporal regions) compared with the A-N+ group (n = 22). The A+N+ group also showed large longitudinal declines compared with the A-N- group on FDG SUVR (P < .05 for medial temporal and lateral parietal regions) and gray matter volumes (all 4 ROIs; P < .05) compared with the A+N- group. The A-N+ group did not show declines in FDG SUVR or gray matter volume compared with the A+N- or A-N- groups. CONCLUSIONS AND RELEVANCE Persons with MCI who were A+N+ demonstrated volumetric and metabolic worsening in temporal and parietal association areas, consistent with the expectation that the MCI stage in the Alzheimer pathway heralds incipient isocortical involvement. The A-N+ group, those with suspected non-Alzheimer pathophysiology, lacked a distinctive longitudinal volumetric or metabolic profile.
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Affiliation(s)
- David S Knopman
- Department of Neurology, Mayo Clinic and Foundation, Rochester, Minnesota2Mayo Clinic Alzheimer's Disease Research Center, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Clifford R Jack
- Mayo Clinic Alzheimer's Disease Research Center, Mayo Clinic and Foundation, Rochester, Minnesota3Department of Radiology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Emily S Lundt
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Heather J Wiste
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Stephen D Weigand
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Prashanthi Vemuri
- Department of Neurology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Val J Lowe
- Department of Radiology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Kejal Kantarci
- Department of Radiology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Jeffrey L Gunter
- Department of Radiology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Matthew L Senjem
- Department of Radiology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Michelle M Mielke
- Department of Neurology, Mayo Clinic and Foundation, Rochester, Minnesota5Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Mary M Machulda
- Division of Psychology, Department of Psychiatry, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Rosebud O Roberts
- Department of Neurology, Mayo Clinic and Foundation, Rochester, Minnesota5Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Bradley F Boeve
- Department of Neurology, Mayo Clinic and Foundation, Rochester, Minnesota2Mayo Clinic Alzheimer's Disease Research Center, Mayo Clinic and Foundation, Rochester, Minnesota
| | - David T Jones
- Department of Neurology, Mayo Clinic and Foundation, Rochester, Minnesota2Mayo Clinic Alzheimer's Disease Research Center, Mayo Clinic and Foundation, Rochester, Minnesota3Department of Radiology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Ronald C Petersen
- Department of Neurology, Mayo Clinic and Foundation, Rochester, Minnesota2Mayo Clinic Alzheimer's Disease Research Center, Mayo Clinic and Foundation, Rochester, Minnesota5Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic and F
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Rajan KB, Barnes LL, Skarupski KA, Mendes de Leon CF, Wilson RS, Evans DA. Physical and Cognitive Activities as Deterrents of Cognitive Decline in a Biracial Population Sample. Am J Geriatr Psychiatry 2015; 23:1225-1233. [PMID: 26525993 PMCID: PMC4691548 DOI: 10.1016/j.jagp.2015.07.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2014] [Revised: 07/10/2015] [Accepted: 07/16/2015] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Physical and cognitive activities are associated with slower cognitive decline. Few studies have examined racial differences in these associations, however. The aim of this study was to examine the association of physical and cognitive activities with level and change in cognitive function among black and white participants. A secondary aim was to explore observed differences between black and white participants using post hoc analyses based on education and cognitive function levels. METHODS Data came from a longitudinal study of 7,742 (63% black and 61% female) participants assessed three times over an average of 9.5 years. At baseline, each participant reported number of hours of leisure time physical activity (categorized using quartiles) and rated frequency of participation in cognitively stimulating activities (range: 0-4). A standardized measure of cognition was derived from tests of memory, perceptual speed, and orientation. RESULTS Of the 7,742 participants, 2,322 (30%) reported no physical activity. Cognitive decline was slower by about 20% (95% CI: 13%-27%) among whites with physical activity above 1.25 hours compared with those with no physical activity, but showed no significant decrease in cognitive decline relative to those with no physical activity among blacks. Further post hoc analysis revealed cognitive decline to be slower by about 29% (95% CI: 20%-38%) among blacks and whites with higher education and above average baseline cognition. A 1-point increase in cognitive activity frequency decreased cognitive decline by 8% (95% CI: 3%-14%) among blacks and by 14% (95% CI: 7%-20%) among whites. CONCLUSIONS The benefits of higher physical activity on cognitive decline was observed among whites, and among blacks with higher education and above average baseline cognitive function. Nevertheless, the protective effect of cognitive activity seems to be independent of education and baseline cognitive function among both blacks and whites.
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Affiliation(s)
- Kumar B Rajan
- Rush Institute for Healthy Aging, Department of Internal Medicine, Rush University Medical Center, Chicago, IL.
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL; Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL
| | - Kimberly A Skarupski
- Center on Aging and Health, Department of Medicine, Johns Hopkins University, Baltimore, MD
| | | | - Robert S Wilson
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL; Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL
| | - Denis A Evans
- Rush Institute for Healthy Aging, Department of Internal Medicine, Rush University Medical Center, Chicago, IL
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Gross AL, Mungas DM, Crane PK, Gibbons LE, MacKay-Brandt A, Manly JJ, Mukherjee S, Romero H, Sachs B, Thomas M, Potter GG, Jones RN. Effects of education and race on cognitive decline: An integrative study of generalizability versus study-specific results. Psychol Aging 2015; 30:863-880. [PMID: 26523693 DOI: 10.1037/pag0000032] [Citation(s) in RCA: 73] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The objective of the study was to examine variability across multiple prospective cohort studies in level and rate of cognitive decline by race/ethnicity and years of education. We compare data across studies, we harmonized estimates of common latent factors representing overall or general cognitive performance, memory, and executive function derived from the: (a) Washington Heights, Hamilton Heights, Inwood Columbia Aging Project (N = 4,115), (b) Spanish and English Neuropsychological Assessment Scales (N = 525), (c) Duke Memory, Health, and Aging study (N = 578), and (d) Neurocognitive Outcomes of Depression in the Elderly (N = 585). We modeled cognitive change over age for cognitive outcomes by race, education, and study. We adjusted models for sex, dementia status, and study-specific characteristics. The results found that for baseline levels of overall cognitive performance, memory, and executive function, differences in race and education tended to be larger than between-study differences and consistent across studies. This pattern did not hold for rate of cognitive decline: effects of education and race/ethnicity on cognitive change were not consistently observed across studies, and when present were small, with racial/ethnic minorities and those with lower education declining at faster rates. In this diverse set of datasets, non-Hispanic Whites and those with higher education had substantially higher baseline cognitive test scores. However, differences in the rate of cognitive decline by race/ethnicity and education did not follow this pattern. This study suggests that baseline test scores and longitudinal change have different determinants, and future studies to examine similarities and differences of causes of cognitive decline in racially/ethnically and educationally diverse older groups is needed.
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Affiliation(s)
| | | | | | | | | | - Jennifer J Manly
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain
| | | | | | | | | | - Guy G Potter
- Department of Psychiatry and Behavioral Sciences
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Taniguchi Y, Fujiwara Y, Nofuji Y, Nishi M, Murayama H, Seino S, Tajima R, Matsuyama Y, Shinkai S. Prospective Study of Arterial Stiffness and Subsequent Cognitive Decline Among Community-Dwelling Older Japanese. J Epidemiol 2015; 25:592-9. [PMID: 26235455 PMCID: PMC4549611 DOI: 10.2188/jea.je20140250] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Background Brachial-ankle pulse wave velocity (baPWV) is inversely associated with cognitive function. However, it is not known whether baPWV predicts cognitive decline (CD) in later life. We examined whether or not baPWV is an independent risk marker of subsequent CD in a population of older Japanese. Methods Among 982 adults aged 65 years or older who participated in a baseline survey, 526 cognitively intact adults (Mini-Mental State Examination [MMSE] score ≥24; mean [SD] age, 71.7 [5.6] years; women, 57.8%) were followed for a period of up to 5 years. Pulse wave velocity was determined using an automated waveform analyser. Cognition was assessed by the MMSE, and CD was defined as a decrease of two points or more on the MMSE. Results During an average follow-up of 3.4 years, 85 participants (16.2%) developed CD. After controlling for important confounders, the odds ratios for CD in the highest and middle tertiles of baPWV, as compared with the lowest tertile, were 2.95 (95% confidence interval, 1.29–6.74) and 2.39 (95% confidence interval, 1.11–5.15), respectively. Conclusions High baPWV was an independent predictor of CD in a general population of older adults and may be useful in the clinical evaluation of elders.
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Affiliation(s)
- Yu Taniguchi
- Research Team for Social Participation and Community Health, Tokyo Metropolitan Institute of Gerontology
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Yamada M, Landes RD, Mimori Y, Nagano Y, Sasaki H. Trajectories of cognitive function in dementia-free subjects: Radiation Effects Research Foundation Adult Health Study. J Neurol Sci 2015; 351:115-119. [DOI: 10.1016/j.jns.2015.02.050] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Revised: 02/05/2015] [Accepted: 02/27/2015] [Indexed: 11/28/2022]
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Horr T, Messinger-Rapport B, Pillai JA. Systematic review of strengths and limitations of randomized controlled trials for non-pharmacological interventions in mild cognitive impairment: focus on Alzheimer's disease. J Nutr Health Aging 2015; 19:141-53. [PMID: 25651439 DOI: 10.1007/s12603-014-0565-6] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Non-pharmacological interventions may improve cognition and quality of life, reduce disruptive behaviors, slow progression from Mild Cognitive Impairment (MCI) to dementia, and delay institutionalization. It is important to look at their trial designs as well as outcomes to understand the state of the evidence supporting non-pharmacological interventions in Alzheimer's disease (AD). An analysis of trial design strengths and limitations may help researchers clarify treatment effect and design future studies of non-pharmacological interventions for MCI related to AD. METHODS A systematic review of the methodology of Randomized Controlled Trials (RCTs) targeting physical activity, cognitive interventions, and socialization among subjects with MCI in AD reported until March 2014 was undertaken. The primary outcome was CONSORT 2010 reporting quality. Secondary outcomes were qualitative assessments of specific methodology problems. RESULTS 23 RCT studies met criteria for this review. Eight focused on physical activity, fourteen on cognitive interventions, and one on the effects of socialization. Most studies found a benefit with the intervention compared to control. CONSORT reporting quality of physical activity interventions was higher than that of cognitive interventions. Reporting quality of recent studies was higher than older studies, particularly with respect to sample size, control characteristics, and methodology of intervention training and delivery. However, the heterogeneity of subjects identified as having MCI and variability in interventions and outcomes continued to limit generalizability. CONCLUSIONS The role for non-pharmacological interventions targeting MCI is promising. Future studies of RCTs for non-pharmacological interventions targeting MCI related to AD may benefit by addressing design limitations.
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Affiliation(s)
- T Horr
- J.A. Pillai, MBBS, PhD, Staff Neurologist, Lou Ruvo Center for Brain Health, Assistant Professor of Medicine, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, 9500 Euclid Ave / U10, Cleveland, OH 44195, Tel: 216 636 9467, Fax: 216 445 7013, E-mail:
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Wilson RS, Boyle PA, Yang J, James BD, Bennett DA. Early life instruction in foreign language and music and incidence of mild cognitive impairment. Neuropsychology 2014; 29:292-302. [PMID: 25110933 DOI: 10.1037/neu0000129] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
OBJECTIVE To test the hypothesis that foreign language and music instruction in early life are associated with lower incidence of mild cognitive impairment (MCI) and slower rate of cognitive decline in old age. METHOD At enrollment in a longitudinal cohort study, 964 older persons without cognitive impairment estimated years of foreign language and music instruction by age 18. Annually thereafter they completed clinical evaluations that included cognitive testing and clinical classification of MCI. RESULTS There were 264 persons with no foreign language instruction, 576 with 1-4 years, and 124 with > 4 years; 346 persons with no music instruction, 360 with 1-4 years, and 258 with > 4 years. During a mean of 5.8 years of observation, 396 participants (41.1%) developed MCI. In a proportional hazards model adjusted for age, sex, and education, higher levels (> 4 years) of foreign language (hazard ratio [HR] = 0.687, 95% confidence interval [CI] [0.482, 0.961]) and music (HR = 0.708, 95% CI [0.539, 0.930]) instruction by the age of 18 were each associated with reduced risk of MCI. The association persisted after adjustment for other early life indicators of an enriched cognitive environment, and it was stronger for nonamnestic than amnestic MCI. Both foreign language and music instruction were associated with higher initial level of cognitive function, but neither instruction measure was associated with cognitive decline. CONCLUSIONS Higher levels of foreign language and music instruction during childhood and adolescence are associated in old age with lower risk of developing MCI but not with rate of cognitive decline.
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Affiliation(s)
- Robert S Wilson
- Rush Alzheimer's Disease Center, Rush University Medical Center
| | | | - Jingyun Yang
- Rush Alzheimer's Disease Center, Rush University Medical Center
| | - Bryan D James
- Rush Alzheimer's Disease Center, Rush University Medical Center
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center
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Abstract
Although neuropsychologists are frequently asked to evaluate cognitive change in a patient, this can be a complex determination. Using data from 167 non-demented older adults tested twice across one week, the current study sought to provide a variety of reliable change indices for a brief battery of commonly used neuropsychological measures. Statistically significant improvements were observed on seven of nine scores examined over this short retest interval, with the largest changes occurring on memory measures. Information is provided on simple discrepancy scores, standard deviation index, reliable change index (with and without correcting for practice effects), and standardized regression based change formulae for each cognitive score. Even though a one-week retesting interval is a less typical clinical scenario, these results may give clinicians and researchers more options for assessing short-term change in a variety of settings.
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Affiliation(s)
- Kevin Duff
- a Center for Alzheimer's Care, Imaging and Research, Department of Neurology , University of Utah , Salt Lake City , UT , USA
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Taniguchi Y, Shinkai S, Nishi M, Murayama H, Nofuji Y, Yoshida H, Fujiwara Y. Nutritional Biomarkers and Subsequent Cognitive Decline Among Community-Dwelling Older Japanese: A Prospective Study. J Gerontol A Biol Sci Med Sci 2014; 69:1276-83. [DOI: 10.1093/gerona/glt286] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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TAKADA A, PARK P, SHIGEMUNE Y, TSUKIURA T. HEALTH-RELATED QOL AND LIFESTYLES ARE ASSOCIATED WITH COGNITIVE FUNCTIONS IN ELDERLY PEOPLE. PSYCHOLOGIA 2014. [DOI: 10.2117/psysoc.2014.177] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Wilson RS, Rajan KB, Barnes LL, Hebert LE, Mendes de Leon CF, Evans DA. Cognitive aging and rate of hospitalization in an urban population of older people. J Gerontol A Biol Sci Med Sci 2013; 69:447-54. [PMID: 24115773 DOI: 10.1093/gerona/glt145] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND The association of age-related cognitive change with hospitalization is not well understood. METHODS At 3-year intervals for a mean of 8.7 years, 2,273 older residents of a geographically defined urban community underwent cognitive testing from which a global measure was derived. Hospitalization data were obtained from Part A Medicare beneficiary records. The association of level of cognitive function and rate of cognitive decline in each 3-year interval with subsequent rate of hospitalization was assessed using mixed-effects count regression models. RESULTS There were 9,091 hospitalizations involving 1,810 of the 2,273 individuals in the cohort (79.6%). Rate of hospitalization increased by 9.7% (95% confidence interval [CI]: 7.2, 12.3) with each additional study year; by 32.7% (95% CI: 26.8, 38.0) for each 1 point lower on the global cognitive measure at the beginning of an observation interval; and by 24.3% (95% CI: 16.6, 32.6) for each 1-point decrease in the global cognitive measure during the previous observation period. These associations persisted after adjustment for comorbidities and exclusion of those with a Mini-Mental State Examination score less than 26. CONCLUSION Individual differences in trajectories of cognitive aging are associated with subsequent risk of hospitalization.
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Affiliation(s)
- Robert S Wilson
- Rush Alzheimer's Disease Center, Rush University Medical Center, 600 South Paulina Street, Suite 1038, Chicago, IL 60612.
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Machulda MM, Pankratz VS, Christianson TJ, Ivnik RJ, Mielke MM, Roberts RO, Knopman DS, Boeve BF, Petersen RC. Practice effects and longitudinal cognitive change in normal aging vs. incident mild cognitive impairment and dementia in the Mayo Clinic Study of Aging. Clin Neuropsychol 2013; 27:1247-64. [PMID: 24041121 DOI: 10.1080/13854046.2013.836567] [Citation(s) in RCA: 124] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The objective of this study was to examine practice effects and longitudinal cognitive change in a population-based cohort classified as clinically normal at their initial evaluation. We examined 1390 individuals with a median age of 78.1 years and re-evaluated them up to four times at approximate 15-month intervals, with an average follow-up time of 5 years. Of the 1390 participants, 947 (69%) individuals remained cognitively normal, 397 (29%) progressed to mild cognitive impairment (MCI), and 46 (3%) to dementia. The stable normal group showed an initial practice effect in all domains which was sustained in memory and visuospatial reasoning. There was only a slight decline in attention and language after visit 3. We combined individuals with incident MCI and dementia to form one group representing those who declined. The incident MCI/dementia group showed an unexpected practice effect in memory from baseline to visit 2, with a significant decline thereafter. This group did not demonstrate practice effects in any other domain and showed a downward trajectory in all domains at each evaluation. Modeling cognitive change in an epidemiologic sample may serve as a useful benchmark for evaluating cognitive change in future intervention studies.
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Affiliation(s)
- Mary M Machulda
- a Department of Psychiatry and Psychology , College of Medicine, Mayo Clinic , Rochester , MN , USA
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Ertekin-Taner N, De Jager PL, Yu L, Bennett DA. Alternative Approaches in Gene Discovery and Characterization in Alzheimer's Disease. CURRENT GENETIC MEDICINE REPORTS 2013; 1:39-51. [PMID: 23482655 PMCID: PMC3584671 DOI: 10.1007/s40142-013-0007-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Uncovering the genetic risk and protective factors for complex diseases is of fundamental importance for advancing therapeutic and biomarker discoveries. This endeavor is particularly challenging for neuropsychiatric diseases where diagnoses predominantly rely on the clinical presentation, which may be heterogeneous, possibly due to the heterogeneity of the underlying genetic susceptibility factors and environmental exposures. Although genome-wide association studies of various neuropsychiatric diseases have recently identified susceptibility loci, there likely remain additional genetic risk factors that underlie the liability to these conditions. Furthermore, identification and characterization of the causal risk variant(s) in each of these novel susceptibility loci constitute a formidable task, particularly in the absence of any prior knowledge about their function or mechanism of action. Biologically relevant, quantitative phenotypes, i.e., endophenotypes, provide a powerful alternative to the more traditional, binary disease phenotypes in the discovery and characterization of susceptibility genes for neuropsychiatric conditions. In this review, we focus on Alzheimer's disease (AD) as a model neuropsychiatric disease and provide a synopsis of the recent literature on the use of endophenotypes in AD genetics. We highlight gene expression, neuropathology and cognitive endophenotypes in AD, with examples demonstrating the utility of these alternative approaches in the discovery of novel susceptibility genes and pathways. In addition, we discuss how these avenues generate testable hypothesis about the pathophysiology of genetic factors that have far-reaching implications for therapies.
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Affiliation(s)
- Nilüfer Ertekin-Taner
- Departments of Neurology and Neuroscience, Mayo Clinic Florida, 4500 San Pablo Road, Birdsall 3, Jacksonville, FL 32224 USA
| | - Phillip L. De Jager
- Departments of Neurology and Psychiatry, Program in Translational NeuroPsychiatric Genomics, Institute for the Neurosciences, Brigham and Women’s Hospital, 77 Avenue Louis Pasteur NRB168, Boston, MA 02115 USA
- Harvard Medical School, Boston, MA 02115 USA
- Program in Medical and Population Genetics, Broad Institute, 7 Cambridge Center, Cambridge, MA 02142 USA
| | - Lei Yu
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL 60612 USA
| | - David A. Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL 60612 USA
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Early DR, Widaman KF, Harvey D, Beckett L, Park LQ, Farias ST, Reed BR, Decarli C, Mungas D. Demographic predictors of cognitive change in ethnically diverse older persons. Psychol Aging 2013; 28:633-45. [PMID: 23437898 DOI: 10.1037/a0031645] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The purpose of this study was to evaluate how demographic variables relate to cognitive change and address whether cross-sectional demographic effects on cognitive tests are mirrored in differences in longitudinal trajectories of cognitive decline. We hypothesized that race and ethnicity, education, and language of test administration would relate to cross-sectional status and that the rate of cognitive decline would differ among African Americans, Hispanics, and Caucasians, across levels of educational attainment, and according to linguistic background. Participants were 404 educationally, ethnically, and cognitively diverse older adults enrolled in an ongoing longitudinal study of cognition. Mixed-effects regression analysis was used to measure baseline status and longitudinal change in episodic memory, executive functioning, and semantic memory. Results showed that ethnicity and education were strongly associated with baseline scores, but were, at most, weakly associated with change in cognition over time after accounting for confounding variables. There was evidence that the episodic-memory scores of Spanish-speaking Hispanic participants with limited education underestimated their true abilities in the initial evaluation, which may reflect lack of familiarity with the testing environment. These results--consistent with other reports in the literature--suggest that cross-sectional effects of demographic variables on cognitive-test scores result from differences in life experiences that directly influence test performance and do not indicate greater disease effects on cognition in minorities and those with limited education.
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Affiliation(s)
- Dawnté R Early
- Department of Neurology, School of Medicine, University of California, Davis
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Wilson RS, Segawa E, Boyle PA, Anagnos SE, Hizel LP, Bennett DA. The natural history of cognitive decline in Alzheimer's disease. Psychol Aging 2012; 27:1008-17. [PMID: 22946521 DOI: 10.1037/a0029857] [Citation(s) in RCA: 247] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The study aim was to describe the temporal course of cognitive decline in Alzheimer's disease (AD). We selected 226 persons from 2 longitudinal clinical-pathological studies who were cognitively healthy at baseline, followed at least 4 years (M = 10.2, SD = 3.5), and clinically diagnosed with AD at some point during follow-up. Each evaluation included a battery of 17 cognitive tests from which a previously established composite measure of global cognition was derived. In those who died, a uniform neuropathologic examination established the pathological diagnoses of Alzheimer's disease and other common conditions that impair cognition. Mixed-effects models with 2 change points were used to assess trajectories of cognitive decline. In the main analysis, there was no change in cognitive function until a mean of 7.5 years before dementia was diagnosed (95% confidence interval [CI]: -8.3, -6.7). The global cognitive measure declined a mean of 0.087-unit per year (95% CI: -0.099, -0.073) until a mean of 2.0 years before the diagnosis (95% CI: -2.2, -1.7) when it increased more than 4-fold to a mean loss of 0.370-unit per year (95% CI: -0.417, -0.334). Of 126 individuals who died and underwent autopsy, 101 (80%) met pathologic criteria for AD, of whom 67 had at least one other pathologic condition. Pathologic measures of AD and cerebral infarction were not strongly related to cognitive trajectories. The results indicate that cognitive decline in AD begins many years before dementia is diagnosed and accelerates during the course of the disease.
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Obisesan TO, Gillum RF, Johnson S, Umar N, Williams D, Bond V, Kwagyan J. Neuroprotection and neurodegeneration in Alzheimer's disease: role of cardiovascular disease risk factors, implications for dementia rates, and prevention with aerobic exercise in african americans. Int J Alzheimers Dis 2012; 2012:568382. [PMID: 22577592 PMCID: PMC3345220 DOI: 10.1155/2012/568382] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2011] [Revised: 02/09/2012] [Accepted: 02/12/2012] [Indexed: 12/17/2022] Open
Abstract
Prevalence of Alzheimer's disease (AD) will reach epidemic proportions in the United States and worldwide in the coming decades, and with substantially higher rates in African Americans (AAs) than in Whites. Older age, family history, low levels of education, and ɛ4 allele of the apolipoprotein E (APOE) gene are recognized risk factors for the neurodegeneration in AD and related disorders. In AAs, the contributions of APOE gene to AD risk continue to engender a considerable debate. In addition to the established role of cardiovascular disease (CVD) risk in vascular dementia, it is now believed that CVD risk and its endophenotype may directly comediate AD phenotype. Given the pleiotropic effects of APOE on CVD and AD risks, the higher rates of CVD risks in AAs than in Whites, it is likely that CVD risks contribute to the disproportionately higher rates of AD in AAs. Though the advantageous effects of aerobic exercise on cognition is increasingly recognized, this evidence is hardly definitive, and data on AAs is lacking. In this paper, we will discuss the roles of CVD risk factors in the development of AD and related dementias, the susceptibility of these risk factors to physiologic adaptation, and fitness-related improvements in cognitive function. Its relevance to AD prevention in AAs is emphasized.
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Affiliation(s)
- Thomas O. Obisesan
- Division of Geriatrics, Department of Medicine, Howard University Hospital, 2041 Georgia Avenue, NW, Washington, DC 20059, USA
| | - Richard F. Gillum
- Division of Geriatrics, Department of Medicine, Howard University Hospital, 2041 Georgia Avenue, NW, Washington, DC 20059, USA
| | - Stephanie Johnson
- Division of Geriatrics, Department of Medicine, Howard University Hospital, 2041 Georgia Avenue, NW, Washington, DC 20059, USA
| | - Nisser Umar
- Division of Geriatrics, Department of Medicine, Howard University Hospital, 2041 Georgia Avenue, NW, Washington, DC 20059, USA
| | - Deborah Williams
- Division of Cardiology, Department of Medicine, Howard University Hospital, 2041 Georgia Avenue, NW, Washington, DC 20059, USA
| | - Vernon Bond
- Department of Health and Human Performance, Howard University Hospital, 2041 Georgia Avenue, NW, Washington, DC 20059, USA
| | - John Kwagyan
- Howard University Hospital, Georgetown-Howard Universities Center for Clinical and Translational Science, 2041 Georgia Avenue, NW, Washington, DC 20059, USA
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Wilson RS, Segawa E, Hizel LP, Boyle PA, Bennett DA. Terminal dedifferentiation of cognitive abilities. Neurology 2012; 78:1116-22. [PMID: 22491858 DOI: 10.1212/wnl.0b013e31824f7ff2] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To test the cognitive dedifferentiation hypothesis that cognitive abilities become increasingly correlated in late life. METHODS Participants are 174 older persons without dementia at the beginning of a longitudinal clinical-pathologic cohort study. At annual intervals for 6 to 15 years prior to death, they completed a battery of cognitive performance tests from which previously established composite measures of episodic memory, semantic memory, working memory, and perceptual speed were derived. At death, there was a uniform neuropathologic assessment and levels of diffuse plaques, neuritic plaques, and neurofibrillary tangles were summarized in a composite measure. Change in the 4 cognitive outcomes was analyzed simultaneously in a mixed-effects model that allowed rate of decline to accelerate at a variable point before death. RESULTS On average, cognitive decline before the terminal period was relatively gradual, and rates of change in different cognitive domains were moderately correlated, ranging from 0.25 (episodic memory-working memory) to 0.46 (episodic memory-semantic memory). By contrast, cognition declined rapidly during the terminal period, and rates of change in different cognitive functions were strongly correlated, ranging from 0.83 (working memory-perceptual speed) to 0.89 (episodic memory-semantic memory, semantic memory-working memory). Higher level of plaques and tangles on postmortem examination was associated with faster preterminal decline and earlier onset of terminal decline but not with rate of terminal decline or correlations between rates of change in different cognitive functions. CONCLUSION In the last years of life, covariation among cognitive abilities sharply increases consistent with the cognitive dedifferentiation hypothesis.
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Affiliation(s)
- R S Wilson
- Rush Alzheimer’s Disease Center and Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA.
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Aggarwal NT, Schneider JA, Wilson RS, Beck TL, Evans DA, Carli CD. Characteristics of MR infarcts associated with dementia and cognitive function in the elderly. Neuroepidemiology 2011; 38:41-7. [PMID: 22179433 DOI: 10.1159/000334438] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2011] [Accepted: 10/07/2011] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Little information exists on the simultaneous effects of magnetic resonance (MR) infarct characteristics, that may increase the likelihood of dementia or lower cognitive function in community populations. METHODS Participants were 580 community-dwelling individuals from the Chicago Health and Aging Project (CHAP) who underwent detailed clinical evaluation and MR imaging. The association of MR infarct characteristics (region, number, side, and size) with dementia, global cognition and cognition in five separate cognitive domains was examined using logistic and linear regression analyses controlling for age, sex, race, education and time elapsed between clinical evaluation and MRI. RESULTS A total of 156 persons had MR infarcts: 108 with 1 infarct and 48 with multiple. Poorer cognitive function and, in particular, slower perceptual speed, were associated with infarcts characterized as cortical, multiple, bilateral or large (all p < 0.05). Multiple infarcts in multiple regions were associated with poor performance in all cognitive domains except visuospatial ability (p < 0.05). Race did not modify any of these associations. CONCLUSIONS In this community sample, cortical and multiple infarcts in multiple regions were associated with dementia; cortical, multiple, large and bilateral infarcts were associated with lower cognition, particularly lower memory function and perceptual speed. These effects were not modified by race.
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Affiliation(s)
- Neelum T Aggarwal
- Rush University Medical Center, Chicago, IL 60612, USA. Neelum_T_Aggarwal @ rush.edu
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Abstract
OBJECTIVE To test the hypothesis that harm avoidance, a trait associated with behavioral inhibition, is associated with the risk of developing Alzheimer's disease (AD). METHODS A total of 791 adults 55 years and older without dementia completed a standard self-report measure of harm avoidance. They then underwent annual evaluations that included detailed cognitive testing and clinical classification of mild cognitive impairment (MCI), dementia, and AD. In a uniform neuropathologic examination of those who died, counts of neuritic plaques, diffuse plaques, and neurofibrillary tangles were standardized and combined to yield a pathologic measure of disease. The relation of harm avoidance to incidence of AD and related outcomes was estimated in analyses adjusted for age, sex, and education. RESULTS During a mean of 3.5 years of annual observation, 98 people (12.4%) developed incident AD. A high level of harm avoidance (90th percentile) was associated with a more than two-fold increase in risk of AD compared with a low score (10th percentile). Higher harm avoidance was also associated with increased incidence of MCI and more rapid decline in episodic memory, working memory, and perceptual speed (but not semantic memory or visuospatial ability). In 116 participants who died and underwent brain autopsy, harm avoidance was not related to a composite measure of plaques and tangles. CONCLUSIONS A high level of the harm avoidance trait, indicating a tendency toward behavioral inhibition, is related to the risk of developing AD and its precursor, MCI.
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Patients in Australian Memory Clinics: baseline characteristics and predictors of decline at six months. Int Psychogeriatr 2011; 23:1086-96. [PMID: 21489344 DOI: 10.1017/s1041610211000688] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND The Prospective Research In MEmory clinics (PRIME) is a three-year non-prescriptive, observational study identifying and measuring relationships among predictor and outcome variables. METHODS Patients from nine memory clinics, diagnosed with dementia or mild cognitive impairment (MCI), living in the community with <40 hours/week nursing care were divided into diagnostic groups defined at baseline as Alzheimer's disease (AD) early or late onset, frontotemporal dementia (FTD), vascular dementia (VaD), mixed (AD and VaD) and other dementia. To achieve outcome measures, baseline and change over six months in all measures by diagnostic group, and predictors of change at six months were examined. RESULTS Of the 970 patients enrolled, 967 were eligible for analysis. The most common disorder was AD (late onset) accounting for 46.5% of this population. Patients had an overall slight worsening on all assessment scales over the six-month period. Patients with FTD had a more marked change (decline) in cognition, function and behavior over six months compared to other diagnostic groups. However, in the regression analysis the difference was not significant between groups. Predictors of decline in Mini-Mental State Examination (MMSE) scores were not robust at six months, and longer follow-up is required. Patients with FTD were more likely to be prescribed psychotropics. CONCLUSION The PRIME study is continuing and will provide important data on predictors of decline along with differences between diagnosis groups on the rate of change.
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Wilson RS, Leurgans SE, Boyle PA, Bennett DA. Cognitive decline in prodromal Alzheimer disease and mild cognitive impairment. ACTA ACUST UNITED AC 2011; 68:351-6. [PMID: 21403020 DOI: 10.1001/archneurol.2011.31] [Citation(s) in RCA: 242] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
OBJECTIVE To characterize the course of cognitive decline during the prodromal phase of Alzheimer disease. DESIGN Longitudinal cohort study with up to 16 years of observation. PARTICIPANTS Older persons from 2 studies underwent annual clinical evaluations that included cognitive function testing and clinical classification of mild cognitive impairment, dementia, and Alzheimer disease. At baseline, there were 2071 individuals without dementia and 1511 without cognitive impairment. RESULTS During follow-up, 462 persons developed Alzheimer disease (20 with dementia solely due to another condition were excluded). Five to six years before diagnosis, the rate of global cognitive decline accelerated more than 15-fold. The acceleration in cognitive decline occurred slightly earlier for semantic memory (76 months before diagnosis) and working memory (75 months) than other cognitive functions. Mild cognitive impairment was also preceded by years of cognitive decline that began earlier (80 months before diagnosis) and proceeded more rapidly (annual loss of 0.102 unit) in the amnestic than in the nonamnestic (62 months, 0.072 unit) subtype. CONCLUSION Dementia due to Alzheimer disease is preceded by about 5 to 6 years of accelerated decline in multiple cognitive functions. By contrast, little decline is evident in persons who do not develop Alzheimer disease.
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Affiliation(s)
- Robert S Wilson
- Rush Alzheimer's Disease Center, Department of Neurological Science, Rush University Medical Center, 600 S Paulina Ave, Ste 1038, Chicago, IL 60612, USA.
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Operationalizing diagnostic criteria for Alzheimer's disease and other age-related cognitive impairment-Part 2. Alzheimers Dement 2011; 7:35-52. [PMID: 21255742 DOI: 10.1016/j.jalz.2010.12.002] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
This article focuses on the effects of operational differences in case ascertainment on estimates of prevalence and incidence of cognitive impairment and/or dementia of the Alzheimer type. Experience and insights are discussed by investigators from the Framingham Heart Study, the East Boston Senior Health Project, the Chicago Health and Aging Project, the Mayo Clinic Study of Aging, the Baltimore Longitudinal Study of Aging, and the Aging, Demographics, and Memory Study. There is a general consensus that the single most important factor determining prevalence estimates of Alzheimer's disease (AD) is the severity of cognitive impairment used as a threshold to define cases. Studies that require a level of cognitive impairment in which persons are unable to provide self-care will have much lower estimates than the studies aimed at identifying persons in the earliest stages of AD. There are limited autopsy data from the aforementioned epidemiological studies to address accuracy in the diagnosis of etiological subtype, namely the specification of AD alone or in combination with other types of pathology. However, other community-based cohort studies show that many persons with mild cognitive impairment and also some persons without dementia or mild cognitive impairment meet pathological criteria for AD, thereby suggesting that the number of persons who would benefit from an effective secondary prevention intervention is probably higher than the published prevalence estimates. Improved accuracy in the clinical diagnosis of AD is anticipated with the addition of molecular and structural biomarkers in the next generation of epidemiological studies.
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Wilson RS, Weir DR, Leurgans SE, Evans DA, Hebert LE, Langa KM, Plassman BL, Small BJ, Bennett DA. Sources of variability in estimates of the prevalence of Alzheimer's disease in the United States. Alzheimers Dement 2011; 7:74-9. [PMID: 21255745 DOI: 10.1016/j.jalz.2010.11.006] [Citation(s) in RCA: 83] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
BACKGROUND The prevalence of Alzheimer's disease (AD) in the United States was estimated at 2.3 million in 2002 by the Aging, Demographics, and Memory Study (ADAMS), which is almost 50% less than the estimate of 4.5 million in 2000 derived from the Chicago Health and Aging Project. METHODS We considered how differences in diagnostic criteria may have contributed to these differences in AD prevalence. RESULTS We identified several important differences in diagnostic criteria that may have contributed to the differing estimates of AD prevalence. Two factors were especially noteworthy. First, the Diagnostic and Statistical Manual of Mental Disorders III-R and IV criteria of functional limitation documented by an informant used in ADAMS effectively concentrated the diagnosis of dementia toward a relatively higher level of cognitive impairment. ADAMS separately identified a category of cognitive impairment not dementia and within that group there were a substantial number of cases with "prodromal" AD (a maximum of 1.95 million with upweighting). Second, a substantial proportion of dementia in ADAMS was attributed to either vascular disease (representing a maximum of 0.59 million with upweighting) or undetermined etiology (a maximum of 0.34 million), whereas most dementia, including mixed dementia, was attributed to AD in the Chicago Health and Aging Project. CONCLUSION The diagnosis of AD in population studies is a complex process. When a diagnosis of AD excludes persons meeting criteria for vascular dementia, when not all persons with dementia are assigned an etiology, and when a diagnosis of dementia requires an informant report of functional limitations, the prevalence is substantially lower and the diagnosed cases most likely have a relatively higher level of impairment.
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Wilson RS, Barnes LL, Aggarwal NT, Boyle PA, Hebert LE, Mendes de Leon CF, Evans DA. Cognitive activity and the cognitive morbidity of Alzheimer disease. Neurology 2010; 75:990-6. [PMID: 20811001 DOI: 10.1212/wnl.0b013e3181f25b5e] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To test the hypothesis that frequent cognitive activity predicts slower cognitive decline before dementia onset in Alzheimer disease (AD) and faster decline thereafter. METHODS As part of a longitudinal cohort study, older residents of a geographically defined population were assessed at 3-year intervals with brief cognitive performance tests from which a composite measure of global cognition was derived. After each wave of testing, a subset was sampled for clinical evaluation. The present analyses are based on 1,157 participants. They were free of dementia at study enrollment at which time they rated frequency of participation in common cognitively stimulating activities from which a previously validated summary measure was derived. They were sampled for clinical evaluation a mean of 5.6 years after enrollment and subsequently followed a mean of 5.7 years with brief cognitive performance testing at 3-year intervals. RESULTS On clinical evaluation, 614 people had no cognitive impairment, 395 had mild cognitive impairment, and 148 had AD. During follow-up, the annual rate of global cognitive decline in persons without cognitive impairment was reduced by 52% (estimate = 0.029, SE = 0.010, p = 0.003) for each additional point on the cognitive activity scale. In the mild cognitive impairment group, cognitive decline rate was unrelated to cognitive activity (estimate = -0.019, SE = 0.018, p = 0.300). In AD, the mean rate of decline per year increased by 42% (estimate = 0.075, SE = 0.021, p < 0.001) for each point on the cognitive activity scale. CONCLUSION Mentally stimulating activity in old age appears to compress the cognitive morbidity associated with AD by slowing cognitive decline before dementia onset and hastening it thereafter.
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Affiliation(s)
- R S Wilson
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL 60612, USA.
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