1
|
Brellenthin AG, Lee DC, Lefferts EC, Lefferts WK, Dougherty RJ, Kim Y. Physical Activity Intensity and Risk of Dementia. Am J Prev Med 2024; 66:948-956. [PMID: 38307157 DOI: 10.1016/j.amepre.2024.01.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 01/23/2024] [Accepted: 01/23/2024] [Indexed: 02/04/2024]
Abstract
INTRODUCTION Regular participation in aerobic physical activity is associated with a reduced risk of dementia. It is currently unclear whether this association is due to the total volume or intensity of physical activity. METHODS This prospective cohort study analyzed 386,486 adults from the UK Biobank who were free of dementia and self-reported >0 minutes of moderate-to-vigorous intensity physical activity (MVPA) at baseline (2007-2010). Participants were categorized as performing 0%, >0%-30%, or >30% of their total MVPA in vigorous activity (VPA). Cox proportional hazards regression models were used to examine the associations between categories of VPA and incident dementia while adjusting for sociodemographic and lifestyle factors including total MVPA. Analyses were performed in 2022. RESULTS Over an average follow-up of 12.0 (1.7) years, there were 5,177 (1.3%) cases of dementia. Compared to the group reporting 0% VPA, the hazard ratios (95% confidence intervals) of dementia for the groups reporting >0%-30% and >30% VPA were 0.73 (0.68-0.78) and 0.81 (0.75-0.87), respectively, in the fully adjusted model. In a joint analysis, reporting some VPA was associated with a reduced risk of dementia regardless of meeting the aerobic physical activity guidelines (HR=0.78 [0.72-0.85]) or not (HR=0.76 [0.60-0.98]), while meeting the aerobic physical activity guidelines alone without VPA was not associated with incident dementia (HR=0.98 [0.90-1.07]), compared to the group that did not meet the guidelines and reported no VPA. CONCLUSIONS These results suggest that engaging in VPA as part of MVPA is associated with a lower risk of dementia.
Collapse
Affiliation(s)
| | - Duck-Chul Lee
- Department of Kinesiology, Iowa State University, Ames, Iowa
| | | | | | - Ryan J Dougherty
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Youngwon Kim
- University of Hong Kong, Li Ka Shing Faculty of Medicine, School of Public Health, Pokfulam, Hong Kong; University of Cambridge, MRC Epidemiology Unit, Cambridge, United Kingdom.
| |
Collapse
|
2
|
Burke JF, Sussman JB, Yaffe K, Hayward RA, Giordani BJ, Galecki AT, Whitney R, Briceño EM, Gross AL, Elkind MSV, Manly JJ, Gottesman RF, Gaskin DJ, Sidney S, Levine DA. Effect of Population-Level Blood Pressure Treatment Strategies on Cardiovascular and Cognitive Outcomes. Circ Cardiovasc Qual Outcomes 2024; 17:e010288. [PMID: 38813695 PMCID: PMC11187641 DOI: 10.1161/circoutcomes.123.010288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 04/10/2024] [Indexed: 05/31/2024]
Abstract
BACKGROUND The large and increasing number of adults living with dementia is a pressing societal priority, which may be partially mitigated through improved population-level blood pressure (BP) control. We explored how tighter population-level BP control affects the incidence of atherosclerotic cardiovascular disease (ASCVD) events and dementia. METHODS Using an open-source ASCVD and dementia simulation analysis platform, the Michigan Chronic Disease Simulation Model, we evaluated how optimal implementation of 2 BP treatments based on the Eighth Joint National Committee recommendations and SPRINT (Systolic Blood Pressure Intervention Trial) protocol would influence population-level ASCVD events, global cognitive performance, and all-cause dementia. We simulated 3 populations (usual care, Eighth Joint National Committee based, SPRINT based) using nationally representative data to annually update risk factors and assign ASCVD events, global cognitive performance scores, and dementia, applying different BP treatments in each population. We tabulated total ASCVD events, global cognitive performance, all-cause dementia, optimal brain health, and years lived in each state per population. RESULTS Optimal implementation of SPRINT-based BP treatment strategy, compared with usual care, reduced ASCVD events in the United States by ≈77 000 per year and produced 0.4 more years of stroke- or myocardial infarction-free survival when averaged across all Americans. Population-level gains in years lived free of ASCVD events were greater for SPRINT-based than Eighth Joint National Committee-based treatment. Survival and years spent with optimal brain health improved with optimal SPRINT-based BP treatment implementation versus usual care: the average patient with hypertension lived 0.19 additional years and 0.3 additional years in optimal brain health. SPRINT-based BP treatment increased the number of years lived without dementia (by an average of 0.13 years/person with hypertension), but increased the total number of individuals with dementia, mainly through more adults surviving to advanced ages. CONCLUSIONS Tighter BP control likely benefits most individuals but is unlikely to reduce dementia prevalence and might even increase the number of older adults living with dementia.
Collapse
Affiliation(s)
- James F. Burke
- Ohio State University Wexner Medical Center, Department of Neurology, Columbus
| | - Jeremy B. Sussman
- Department of Internal Medicine and Cognitive Health Services Research Program, University of Michigan (U-M), Ann Arbor
- Institute for Healthcare Policy and Innovation, U-M, Ann Arbor
- Ann Arbor Veteran’s Affairs Hospital, Center for Clinical Management and Research, Ann Arbor, MI
| | - Kristine Yaffe
- Departments of Psychiatry, Neurology and Epidemiology, University of California, San Francisco
| | - Rodney A. Hayward
- Department of Internal Medicine and Cognitive Health Services Research Program, University of Michigan (U-M), Ann Arbor
- Institute for Healthcare Policy and Innovation, U-M, Ann Arbor
- Ann Arbor Veteran’s Affairs Hospital, Center for Clinical Management and Research, Ann Arbor, MI
| | - Bruno J. Giordani
- Department of Psychiatry & Michigan Alzheimer’s Disease Center, U-M, Ann Arbor
| | - Andrzej T. Galecki
- Department of Internal Medicine and Cognitive Health Services Research Program, University of Michigan (U-M), Ann Arbor
- Department of Biostatistics, U-M, Ann Arbor
| | - Rachael Whitney
- Department of Internal Medicine and Cognitive Health Services Research Program, University of Michigan (U-M), Ann Arbor
| | - Emily M. Briceño
- Department of Internal Medicine and Cognitive Health Services Research Program, University of Michigan (U-M), Ann Arbor
- Department of Physical Medicine and Rehabilitation, U-M, Ann Arbor
| | - Alden L. Gross
- Department of Epidemiology, Johns Hopkins Bloomberg School Public Health, Baltimore, MD
| | - Mitchell S. V. Elkind
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY
| | - Jennifer J. Manly
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University, New York, NY
| | - Rebecca F. Gottesman
- Stroke Branch, National Institute of Neurological Disorders and Stroke (NINDS), Bethesda, MD
| | - Darrell J. Gaskin
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Stephen Sidney
- Kaiser Permanente Northern California Division of Research, Oakland
| | - Deborah A. Levine
- Department of Internal Medicine and Cognitive Health Services Research Program, University of Michigan (U-M), Ann Arbor
| |
Collapse
|
3
|
Enderami A, Rashedi V, Malakouti SK, Shariati B, Birgani NF, Gharaeipour M, Kodan Z, Pourshams M. Dementia prevalence among hospitalized older patients: a multicenter study in Iran. Dement Neuropsychol 2024; 18:e20230083. [PMID: 38469122 PMCID: PMC10926988 DOI: 10.1590/1980-5764-dn-2023-0083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 12/15/2023] [Indexed: 03/13/2024] Open
Abstract
Dementia poses a significant societal and health challenge in the 21st century, with many hospitalized patients experiencing dementia without a documented diagnosis. Objective To evaluate the prevalence of dementia and its associated risk factors among older patients admitted to hospitals. Methods The study included older patients (≥ 60 years) admitted to medical departments of a general hospital in three major Iranian cities. Researchers utilized the Activities of Daily Living-Instrumental Activities of Daily Living (ADL-IADL) scale, the Geriatric Depression Scale (GDS), the Mini-Cog test, the 4 A's test (4AT), and the Abbreviated Mental Test Score (AMTS). Among the 420 recruited older inpatients, 228 (54.3%) were female. Results The mean age of participants was 71.39 years (standard deviation ±7.95), with 30.7% diagnosed with major neurocognitive disorder (dementia). The likelihood of dementia exhibited statistically significant correlations with gender, age, number of children, and occupation. Conclusions Screening older individuals for cognitive impairment upon hospital admission holds the potential to prevent adverse outcomes and enhance the quality of treatment for patients concurrently dealing with dementia.
Collapse
Affiliation(s)
- Athena Enderami
- Mazandaran University of Medical Sciences, Faculty of Medicine, Department of Psychiatry, Sari, Mazandaran, Iran
| | - Vahid Rashedi
- University of Social Welfare and Rehabilitation Sciences, Iranian Research Center on Aging, Department of Aging, Tehran, Iran
| | - Seyed Kazem Malakouti
- Iran University of Medical Sciences, Director School of Behavioral Sciences and Mental Health, Tehran, Iran
| | - Behnam Shariati
- Iran University of Medical Sciences, School of Medicine, Psychosocial Health Research Institute, Mental Health Research Center, Department of Psychiatry, Tehran, Iran
| | | | | | - Zeinab Kodan
- Department of Psychiatry, Faculty of Nursing and Midwifery, Mazandaran University of Medical Sciences and Health Service, Sari, Mazandaran, Iran
| | - Maryam Pourshams
- Department of Psychiatry, Golestan Hospital, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| |
Collapse
|
4
|
Zuo Q, Gao X, Fu X, Song L, Cen M, Qin S, Wu J. Association between mixed exposure to endocrine-disrupting chemicals and cognitive function in elderly Americans. Public Health 2024; 228:36-42. [PMID: 38262207 DOI: 10.1016/j.puhe.2023.12.021] [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: 10/16/2023] [Revised: 11/30/2023] [Accepted: 12/14/2023] [Indexed: 01/25/2024]
Abstract
OBJECTIVES Studies exploring the relationship between mixed exposure to endocrine-disrupting chemicals (EDCs) and cognition are limited, with even more scarce studies conducted in the elderly. The aim of this study was to investigate the association between mixed exposure to five categories of EDCs and cognition in elderly Americans. STUDY DESIGN Cross-sectional study. METHODS 727 participants from the 2011-2014 National Health and Nutrition Examination Survey were incorporated into this study, and the levels of 47 EDC metabolites were measured. Cognitive function was assessed using immediate recall test (IRT), delayed recall test (DRT), animal fluency test (AFT), and digit symbol substitution test (DSST), and all the cognitive test scores were standardized. The individual and combined effects of EDC metabolites on the cognitive function in older adults were assessed using three analytical methods. RESULTS The results showed that exposure to perfluorononanoic acid, polychlorinated biphenyl (PCB) 199, and PCB 206 was associated with the z-scores on the cognitive tests. Negative associations between mixed exposure to EDCs and the AFT and Global z-scores and a positive relationship with the DRT z-score were found in the WQS regression. The BKMR results revealed a positive trend between the mixture of EDCs and the DRT z-score. However, compared to the median, exposure to mixtures in the 45th percentile and below was associated with a decreased DRT z-score. CONCLUSIONS Mixed exposure to EDCs may adversely affect the global cognitive function in elderly individuals. Necessary measures are needed to restrict EDCs use to protect the cognitive health of older adults.
Collapse
Affiliation(s)
- Ql Zuo
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China; Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, People's Republic of China
| | - Xx Gao
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China; Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, People's Republic of China
| | - Xh Fu
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China; Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, People's Republic of China
| | - Ll Song
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China; Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, People's Republic of China
| | - Mq Cen
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China; Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, People's Republic of China
| | - Sf Qin
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China; Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, People's Republic of China
| | - J Wu
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China; Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, People's Republic of China.
| |
Collapse
|
5
|
Cha H, Farina MP, Chiu CT, Hayward MD. The importance of education for understanding variability of dementia onset in the United States. DEMOGRAPHIC RESEARCH 2024; 50:733-762. [PMID: 38872908 PMCID: PMC11171414 DOI: 10.4054/demres.2024.50.26] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2024] Open
Abstract
BACKGROUND Greater levels of education are associated with lower risk of dementia, but less is known about how education is also associated with the compression of dementia incidence. OBJECTIVE We extend the literature on morbidity compression by evaluating whether increased levels of education are associated with greater dementia compression. We evaluate these patterns across race and gender groups. METHODS We use the Health and Retirement Study (2000-2016), a nationally representative longitudinal study of older adults in the United States. To evaluate the onset and compression of dementia across education groups, we examine the age-specific distribution of dementia events, identifying the modal age of onset and the standard deviation above the mode (a measure of compression). RESULTS While the modal age of onset is around 85 years among adults with a college degree, the modal age for adults with less than a high school education occurs before age 65 - at least a 20-year difference. The standard deviation of dementia onset is about three times greater for adults with less than a high school education compared to adults with a college degree. Patterns were consistent across race and gender groups. CONCLUSION This research highlights the variability of dementia experiences in the older population by documenting differences in longevity without dementia and compression of dementia onset among more educated adults and less educated adults. CONTRIBUTION We incorporate conceptual insights from the life span variability and compression literature to better understand education-dementia disparities in both the postponement and uncertainty of dementia onset in the US population.
Collapse
Affiliation(s)
- Hyungmin Cha
- Shared authorship. Leonard Davis School of Gerontology, University of Southern California, Los Angeles, USA
| | - Mateo P Farina
- Shared authorship. Department of Human Development and Family Sciences, Center on Aging and Population Sciences and Population Research Center, University of Texas at Austin, Austin, USA
| | - Chi-Tsun Chiu
- Institute of European and American Studies, Academia Sinica, Taipei, Taiwan
| | - Mark D Hayward
- Department of Sociology, Center on Aging and Population Sciences and Population Research Center, University of Texas at Austin, Austin, USA
| |
Collapse
|
6
|
Chen C, Whitsel EA, Espeland MA, Snetselaar L, Hayden KM, Lamichhane AP, Serre ML, Vizuete W, Kaufman JD, Wang X, Chui HC, D’Alton ME, Chen JC, Kahe K. B vitamin intakes modify the association between particulate air pollutants and incidence of all-cause dementia: Findings from the Women's Health Initiative Memory Study. Alzheimers Dement 2022; 18:2188-2198. [PMID: 35103387 PMCID: PMC9339592 DOI: 10.1002/alz.12515] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 10/01/2021] [Accepted: 10/04/2021] [Indexed: 01/31/2023]
Abstract
INTRODUCTION Particulate air pollutants may induce neurotoxicity by increasing homocysteine levels, which can be lowered by high B vitamin intakes. Therefore, we examined whether intakes of three B vitamins (folate, B12 , and B6 ) modified the association between PM2.5 exposure and incidence of all-cause dementia. METHODS This study included 7183 women aged 65 to 80 years at baseline. B vitamin intakes from diet and supplements were estimated by food frequency questionnaires at baseline. The 3-year average PM2.5 exposure was estimated using a spatiotemporal model. RESULTS During a mean follow-up of 9 years, 342 participants developed all-cause dementia. We found that residing in locations with PM2.5 exposure above the regulatory standard (12 μg/m3 ) was associated with a higher risk of dementia only among participants with lower intakes of these B vitamins. DISCUSSION This is the first study suggesting that the putative neurotoxicity of PM2.5 exposure may be attenuated by high B vitamin intakes.
Collapse
Affiliation(s)
- Cheng Chen
- Department of Obstetrics and Gynecology, Vagelos College of Physicians and Surgeons, Columbia University, New York, New York, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Eric A. Whitsel
- Department of Epidemiology, Gillings School of Global Public Health, Department of Medicine, School of Medicine, University of North Carolina Chapel Hill, Chapel Hill, North Carolina, USA
| | - Mark A. Espeland
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Linda Snetselaar
- Department of Epidemiology, College of Public Health, the University of Iowa, Iowa City, Iowa, USA
| | - Kathleen M. Hayden
- Department of Social Sciences and Health Policy, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Archana P. Lamichhane
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Marc L. Serre
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - William Vizuete
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Joel D. Kaufman
- Department of Environmental and Occupational Health Sciences, Department of Medicine, and Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, USA
| | - Xinhui Wang
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Helena C. Chui
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Mary E. D’Alton
- Department of Obstetrics and Gynecology, Vagelos College of Physicians and Surgeons, Columbia University, New York, New York, USA
| | - Jiu-Chiuan Chen
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Ka Kahe
- Department of Obstetrics and Gynecology, Vagelos College of Physicians and Surgeons, Columbia University, New York, New York, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| |
Collapse
|
7
|
Proposing a Scientific and Technological Approach to the Summaries of Clinical Issues of Inpatient Elderly with Delirium: A Viewpoint. Healthcare (Basel) 2022; 10:healthcare10081534. [PMID: 36011191 PMCID: PMC9408148 DOI: 10.3390/healthcare10081534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 07/13/2022] [Accepted: 08/08/2022] [Indexed: 12/02/2022] Open
Abstract
Background/rationale: Despite mounting evidence about delirium, this complex geriatric syndrome is still not well managed in clinical contexts. The aging population creates a very demanding area for innovation and technology in healthcare. For instance, an outline of an aging-friendly healthcare environment and clear guidance for technology-supported improvements for people at delirium risk are lacking. Objective: We aimed to foster debate about the importance of technical support in optimizing healthcare professional practice and improving the outcomes for inpatients’ at delirium risk. We focused on critical clinical points in the field of delirium worthy of being addressed by a multidisciplinary approach. Methods: Starting from a consensus workshop sponsored by the Management Perfectioning Course based at the Marco Biagi Foundation (Modena, Italy) about clinical issues related to delirium management still not addressed in our healthcare organizations, we developed a requirements’ analysis among the representatives of different disciplines and tried to formulate how technology could support the summaries of the clinical issues. We analyzed the national and international panorama by a PubMed consultation of articles with the following keywords in advanced research: “delirium”, “delirium management”, “technology in healthcare”, and “elderly population”. Results: Despite international recommendations, delirium remains underdiagnosed, underdetected, underreported, and mismanaged in the acute hospital, increasing healthcare costs, healthcare professionals’ job distress, and poor clinical outcomes. Discussion: Although all healthcare professionals recognize delirium as a severe and potentially preventable source of morbidity and mortality for hospitalized older people, it receives insufficient attention in resource allocation and multidisciplinary research. We synthesized how tech-based tools could offer potential solutions to the critical clinical points in delirium management.
Collapse
|
8
|
Smart-Data-Driven System for Alzheimer Disease Detection through Electroencephalographic Signals. Bioengineering (Basel) 2022; 9:bioengineering9040141. [PMID: 35447701 PMCID: PMC9031324 DOI: 10.3390/bioengineering9040141] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Revised: 03/13/2022] [Accepted: 03/23/2022] [Indexed: 12/17/2022] Open
Abstract
Background: Alzheimer’s Disease (AD) stands out as one of the main causes of dementia worldwide and it represents around 65% of all dementia cases, affecting mainly elderly people. AD is composed of three evolutionary stages: Mild Cognitive Impairment (MCI), Mild and Moderate AD (ADM) and Advanced AD (ADA). It is crucial to create a tool for assisting AD diagnosis in its early stages with the aim of halting the disease progression. Methods: The main purpose of this study is to develop a system with the ability of differentiate each disease stage by means of Electroencephalographic Signals (EEG). Thereby, an EEG nonlinear multi-band analysis by Wavelet Packet was performed enabling to extract several features from each study group. Classic Machine Learning (ML) and Deep Learning (DL) methods have been used for data classification per EEG channel. Results: The maximum accuracies obtained were 78.9% (Healthy controls (C) vs. MCI), 81.0% (C vs. ADM), 84.2% (C vs. ADA), 88.9% (MCI vs. ADM), 93.8% (MCI vs. ADA), 77.8% (ADM vs. ADA) and 56.8% (All vs. All). Conclusions: The proposed method outperforms previous studies with the same database by 2% in binary comparison MCI vs. ADM and central and parietal brain regions revealed abnormal activity as AD progresses.
Collapse
|
9
|
Jack CR, Therneau TM, Lundt ES, Wiste HJ, Mielke MM, Knopman DS, Graff-Radford J, Lowe VJ, Vemuri P, Schwarz CG, Senjem ML, Gunter JL, Petersen RC. Long-term associations between amyloid positron emission tomography, sex, apolipoprotein E and incident dementia and mortality among individuals without dementia: hazard ratios and absolute risk. Brain Commun 2022; 4:fcac017. [PMID: 35310829 PMCID: PMC8924651 DOI: 10.1093/braincomms/fcac017] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 11/08/2021] [Accepted: 01/31/2022] [Indexed: 11/14/2022] Open
Abstract
Dementia and mortality rates rise inexorably with age and consequently interact. However, because of the major logistical difficulties in accounting for both outcomes in a defined population, very little work has examined how risk factors and biomarkers for incident dementia are influenced by competing mortality. The objective of this study was to examine long-term associations between amyloid PET, APOE ɛ4, sex, education and cardiovascular/metabolic conditions, and hazard and absolute risk of dementia and mortality in individuals without dementia at enrolment. Participants were enrolled in the Mayo Clinic Study of Aging, a population-based study of cognitive ageing in Olmsted County, MN, USA. All were without dementia and were age 55-92 years at enrolment and were followed longitudinally. Predictor variables were amyloid PET, APOE ɛ4 status, sex, education, cardiovascular/metabolic conditions and age. The main outcomes were incident dementia and mortality. Multivariable, multi-state models were used to estimate mortality and incident dementia rates and absolute risk of dementia and mortality by predictor variable group. Of the 4984 participants in the study, 4336 (87%) were cognitively unimpaired and 648 (13%) had mild cognitive impairment at enrolment. The median age at enrolment was 75 years; 2463 (49%) were women. The median follow-up time was 9.4 years (7.5 years after PET). High versus normal amyloid (hazard ratio 2.11, 95% confidence interval 1.43-2.79), APOE ɛ4 (women: hazard ratio 2.24, 95% confidence interval 1.80-2.77; men: hazard ratio 1.37, 95% confidence interval 1.09-1.71), older age and two additional cardiovascular/metabolic conditions (hazard ratio 1.37, 95% confidence interval 1.22-1.53) were associated with the increased hazard of dementia (all P < 0.001). Among APOE ɛ4 carriers with elevated amyloid, remaining lifetime risk of dementia at age 65 years was greater in women [74% (95% confidence interval 65-84%) high and 58% (95% confidence interval 52-65%) moderate amyloid], than men [62% (95% confidence interval 52-73%) high and 44% (95% confidence interval 35-53%) moderate amyloid]. Overall, the hazard and absolute risk of dementia varied considerably by predictor group. The absolute risk of dementia associated with predictors characteristic of Alzheimer's disease was greater in women than men while at the same time the combination of APOE ɛ4 non-carrier with normal amyloid was more protective in women than men. This set of findings may be attributed in part to different biological effects and in part to lower mortality rates in women.
Collapse
Affiliation(s)
| | - Terry M. Therneau
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Emily S. Lundt
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Heather J. Wiste
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Michelle M. Mielke
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | | | - Val J. Lowe
- Department of Nuclear Medicine, Mayo Clinic, Rochester, MN, USA
| | | | | | | | | | | |
Collapse
|
10
|
Giustinelli P, Manski CF, Molinari F. Precise or Imprecise Probabilities? Evidence from Survey Response Related to Late-Onset Dementia. JOURNAL OF THE EUROPEAN ECONOMIC ASSOCIATION 2022; 20:187-221. [PMID: 35185399 PMCID: PMC8848333 DOI: 10.1093/jeea/jvab023] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
We elicit numerical expectations for late-onset dementia and long-term-care (LTC) outcomes in the US Health and Retirement Study. We provide the first empirical evidence on dementia-risk perceptions among dementia-free older Americans and establish important patterns regarding imprecision of subjective probabilities. Our elicitation distinguishes between precise and imprecise probabilities, while accounting for rounding of reports. Imprecise-probability respondents quantify imprecision using probability intervals. Nearly half of respondents hold imprecise dementia and LTC probabilities, while almost a third of precise-probability respondents round their reports. These proportions decrease substantially when LTC expectations are conditioned on hypothetical knowledge of the dementia state. Among rounding and imprecise-probability respondents, our elicitation yields two measures: an initial rounded or approximated response and a post-probe response, which we interpret as the respondent's true point or interval probability. We study the mapping between the two measures and find that respondents initially tend to over-report small probabilities and under-report large probabilities. Using a specific framework for study of LTC insurance choice with uncertain dementia state, we illustrate the dangers of ignoring imprecise or rounded probabilities for modeling and prediction of insurance demand.
Collapse
|
11
|
Yildiz CB, Zimmer-Bensch G. Role of DNMTs in the Brain. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1389:363-394. [DOI: 10.1007/978-3-031-11454-0_15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
|
12
|
Lee J, Howard RS, Schneider LS. The Current Landscape of Prevention Trials in Dementia. Neurotherapeutics 2022; 19:228-247. [PMID: 35587314 PMCID: PMC9130372 DOI: 10.1007/s13311-022-01236-5] [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] [Accepted: 04/05/2022] [Indexed: 01/03/2023] Open
Abstract
As the prevalence of dementia and Alzheimer's disease (AD) increases worldwide, it is imperative to reflect on the major clinical trials in the prevention of dementia and the challenges that surround them. The pharmaceutical industry has focused on developing drugs that primarily affect the Aβ cascade and tau proteinopathy, while academics have focused on repurposed therapeutics and multi-domain interventions for prevention studies. This paper highlights significant primary, secondary, and tertiary prevention trials for dementia and AD, overall design, methods, and systematic issues to better understand the current landscape of prevention trials. We included 32 pharmacologic intervention trials and 9 multi-domain trials. Fourteen could be considered primary prevention, and 18 secondary or tertiary prevention trials. Major categories were Aβ vaccines, Aβ antibodies, tau antibodies, anti-inflammatories, sex hormones, and Ginkgo biloba extract. The 9 multi-domain studies mainly focused on lifestyle modifications such as blood pressure management, socialization, and physical activity. The lack of validated drug targets, and the complexity of the diagnostic frameworks, eligibility criteria, and outcome measurements for trials, make it difficult to show efficacy for both pharmacological and multi-domain interventions. We hope that this summative analysis of trials will stimulate discussion for scientists and clinicians interested in reviewing and developing preventative interventions for AD.
Collapse
Affiliation(s)
- Jonathan Lee
- Department of Psychiatry and the Behavioral Sciences, Keck School of Medicine of the University of Southern California, Los Angeles, USA
| | - Rebecca Sitra Howard
- Department of Psychiatry and the Behavioral Sciences, Keck School of Medicine of the University of Southern California, Los Angeles, USA
| | - Lon S Schneider
- Department of Psychiatry and the Behavioral Sciences, Keck School of Medicine of the University of Southern California, Los Angeles, USA.
- Department of Neurology, Keck School of Medicine of the University of Southern California, Los Angeles, USA.
| |
Collapse
|
13
|
Kleiman MJ, Galvin JE. The Vulnerability Index: A weighted measure of dementia and cognitive impairment risk. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2021; 13:e12249. [PMID: 34938851 PMCID: PMC8659607 DOI: 10.1002/dad2.12249] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 08/23/2021] [Accepted: 09/15/2021] [Indexed: 12/15/2022]
Abstract
INTRODUCTION A brief, easily calculated and interpretable index to assess vulnerability to developing cognitive impairment is needed in clinical practice and research. To address this, we developed the Vulnerability Index (VI) with the goal of identifying individuals possessing a high risk for cognitive impairment. METHODS Twelve easily obtained sociodemographic, medical, and functional factors were used to develop the VI, with each selectively weighted based on factor analysis and predictive modeling. This cross-sectional study examined 387 subject-partner dyads. RESULTS The VI was found to accurately discriminate between cognitively normal controls and participants with cognitive impairment (area under the curve [AUC]: 0.844; 95% confidence interval [CI]: 0.776-0.913) and individuals scoring high on the VI (≥8) had worse health, functional, behavioral, cognitive, and quality of life ratings than those with lower scores. DISCUSSION The VI could be used in screening asymptomatic individuals for risk of cognitive impairment and guiding the development of primary and secondary prevention plans.
Collapse
Affiliation(s)
- Michael J. Kleiman
- Comprehensive Center for Brain HealthDepartment of NeurologyUniversity of Miami Miller School of MedicineBoca RatonFloridaUSA
| | - James E. Galvin
- Comprehensive Center for Brain HealthDepartment of NeurologyUniversity of Miami Miller School of MedicineBoca RatonFloridaUSA
| |
Collapse
|
14
|
Best RD, Cruitt PJ, Oltmanns TF, Hill PL. Neuroticism predicts informant reported cognitive problems through health behaviors. Aging Ment Health 2021; 25:2191-2199. [PMID: 33183066 PMCID: PMC8767481 DOI: 10.1080/13607863.2020.1839857] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
OBJECTIVE Personality traits have been linked to cognitive impairment, though work is needed to understand the mechanisms involved. Research also needs to consider alternative markers of cognitive impairment, such as informant report measures. The aim of the current study was to examine the role of health behaviors and social engagement as mediators for the relationship between personality and informant reported cognitive problems. It was expected that neuroticism would predict cognitive problems through negative health behaviors, while conscientiousness might predict cognitive problems through positive health behaviors. METHODS Using data from the St. Louis Personality and Aging Network study at three time points, spanning approximately 2.27 years (N = 829, M age = 65.95), correlations were computed between the Big Five personality traits and health behaviors at wave 1, social engagement at wave 2, and informant reported cognitive problems at wave 3. Mediation tests examined whether health behaviors and social engagement explained the relationships found between personality and informant reported cognitive problems. RESULTS Findings showed that neuroticism at wave 1 significantly predicted informant reported cognitive problems at wave 3 and that health behaviors, specifically wellness maintenance, partially explained this relationship. No significant associations were found between informant reported cognitive problems and conscientiousness, agreeableness, extraversion, openness, or social engagement. CONCLUSION This study supports claims that neuroticism predicts later cognitive problems and expands on previous literature by demonstrating this relationship using an informant report measure. Furthermore, we found that health behaviors, and specifically wellness maintenance, account for some of the relationship between neuroticism and informant reported cognitive problems.
Collapse
Affiliation(s)
- Rachel D. Best
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Patrick J. Cruitt
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Thomas F. Oltmanns
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Patrick L. Hill
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| |
Collapse
|
15
|
Hobday AL, Parmar MS. The Link Between Diabetes Mellitus and Tau Hyperphosphorylation: Implications for Risk of Alzheimer's Disease. Cureus 2021; 13:e18362. [PMID: 34725612 PMCID: PMC8555851 DOI: 10.7759/cureus.18362] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 09/28/2021] [Indexed: 11/13/2022] Open
Abstract
Diabetes mellitus (DM) is characterized by hyperglycemia caused by a lack of insulin, insulin resistance, or both. It is associated with the development of secondary complications resulting in several comorbidities. Recent studies have revealed an increased risk of developing cognitive dysfunction or dementia in diabetes patients. Diabetes mellitus is considered a risk factor for many neurodegenerative diseases, including Alzheimer's disease (AD). There is increasing evidence to support a link between DM and AD. Studies have shown the dysfunction of insulin signaling in the brain, resulting in increased tau protein phosphorylation (hyperphosphorylation), a hallmark and biomarker of AD pathology, leading to accumulation of neurofibrillary tangles. In DM, the insulin dysfunction in the brain is reported to alter the glycogen synthase kinase-3β (GSK-3β) activity showing to enhance tau phosphorylation. In DM and AD, GSK-3β signaling has been involved in the physiological and pathological processes, respectively. This potentially explains why DM patients have an increased risk of developing AD with disease progression and aging. Interestingly, several in vivo studies with oral antidiabetic drugs and insulin treatment in DM have improved cognitive function and decreased tau hyperphosphorylation. This article will review the relationship between DM and AD as it relates to tau pathology. More understanding of the link between DM and AD could change the approach researchers and clinicians take toward both diseases, potentially leading to new treatments and preventative strategies in the future.
Collapse
Affiliation(s)
- Amy L Hobday
- Foundational Sciences, Nova Southeastern University Dr. Kiran C. Patel College of Osteopathic Medicine, Clearwater, USA
| | - Mayur S Parmar
- Foundational Sciences, Nova Southeastern University Dr. Kiran C. Patel College of Osteopathic Medicine, Clearwater, USA
| |
Collapse
|
16
|
COVID-19 and Alzheimer's Disease: A Literature Review. MEDICINA (KAUNAS, LITHUANIA) 2021; 57:medicina57111159. [PMID: 34833377 PMCID: PMC8625592 DOI: 10.3390/medicina57111159] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 10/19/2021] [Accepted: 10/23/2021] [Indexed: 01/10/2023]
Abstract
There are a number of potential implications for the field of Alzheimer’s disease (AD) stemming from the global spread of “SARS-COV-2”. Many studies that were conducted by Cleveland Clinic researchers identified a link between COVID-19 infection and brain abnormalities seen in people with AD. This article explains the association between COVID-19 and AD and how people with AD are affected by COVID-19, whether directly or indirectly. First, this article begins by explaining AD and its types, then giving an overview about COVID-19, its symptoms and the associated complications. Then, direct and indirect consequences of COVID-19 on people experiencing AD are discussed briefly. Some management strategies are recommended at the end of this article in addition to a future perspective on this topic. This article concludes by summarizing the main points mentioned about the association between COVID-19 and AD.
Collapse
|
17
|
Moorman SM, Greenfield EA, Carr K. Using Mixture Modeling to Construct Subgroups of Cognitive Aging in the Wisconsin Longitudinal Study. J Gerontol B Psychol Sci Soc Sci 2021; 76:1512-1522. [PMID: 33152080 DOI: 10.1093/geronb/gbaa191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES Longitudinal surveys of older adults increasingly incorporate assessments of cognitive performance. However, very few studies have used mixture modeling techniques to describe cognitive aging, identifying subgroups of people who display similar patterns of performance across discrete cognitive functions. We employ this approach to advance empirical evidence concerning interindividual variability and intraindividual change in patterns of cognitive aging. METHOD We drew upon data from 3,713 participants in the Wisconsin Longitudinal Study (WLS). We used latent class analysis to generate subgroups of cognitive aging based on assessments of verbal fluency and episodic memory at ages 65 and 72. We also employed latent transition analysis to identify how individual participants moved between subgroups over the 7-year period. RESULTS There were 4 subgroups at each point in time. Approximately 3 quarters of the sample demonstrated continuity in the qualitative type of profile between ages 65 and 72, with 17.9% of the sample in a profile with sustained overall low performance at both ages 65 and 72. An additional 18.7% of participants made subgroup transitions indicating marked decline in episodic memory. DISCUSSION Results demonstrate the utility of using mixture modeling to identify qualitatively and quantitatively distinct subgroups of cognitive aging among older adults. We discuss the implications of these results for the continued use of population health data to advance research on cognitive aging.
Collapse
Affiliation(s)
| | | | - Kyle Carr
- Boston College, Chestnut Hill, Massachusetts
| |
Collapse
|
18
|
An investigation of new medications initiation during ambulatory care visits in patients with dementia. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2021; 3:100058. [PMID: 35480611 PMCID: PMC9030674 DOI: 10.1016/j.rcsop.2021.100058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 06/23/2021] [Accepted: 08/06/2021] [Indexed: 11/21/2022] Open
Abstract
Background Objectives Methods Results Conclusion What was already known?Dementia remains responsible for a large economic burden; research has shown that patients with dementia have increased utilization of ambulatory care visits before and after diagnosis. Prior research in patients with dementia has focused on inappropriate prescribing, adverse drug interactions, and polypharmacy, but little work has been published investigating new medications prescribed at outpatient visits. Opportunities exist for pharmacists to manage medications in the outpatient setting for patients with complex medication regimens.
What the study adds?Though fewer visits for patients with dementia provided new medications compared to visits for patients without dementia, there was no statistically significant difference in odds of a new medication being provided after adjustment for important confounders. Some of the new medications more commonly provided to dementia patients include anticoagulants and antipsychotics that often require close monitoring and dosage adjustments. Pharmacist led services would likely improve the care of the dementia population in an outpatient setting, but further investigation of new medication usage and the utility of pharmacists is needed.
Collapse
|
19
|
Klijs B, Mitratza M, Harteloh PP, Moll van Charante EP, Richard E, Nielen MM, Kunst AE. Estimating the lifetime risk of dementia using nationwide individually linked cause-of-death and health register data. Int J Epidemiol 2021; 50:809-816. [PMID: 33354723 DOI: 10.1093/ije/dyaa219] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/08/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Previous estimates of the lifetime risk of dementia are restricted to older age groups and may suffer from selection bias. In this study, we estimated the lifetime risk of dementia starting at birth using nationwide integral linked health register data. METHODS We studied all deaths in The Netherlands in 2017 (n = 147 866). Dementia was assessed using the cause-of-death registration, individually linked with registers covering long-term care, specialized mental care, dispensed medicines, hospital discharges and claims, and primary care. The proportion of deaths with dementia was calculated for the total population and according to age at death and sex. RESULTS According to all data sources combined, 24.0% of the population dies in the presence of dementia. This proportion is higher for females (29.4%) than for males (18.3%). Using multiple causes of death only, the proportion with dementia is 17.9%. Sequential addition of long-term care and hospital discharge data increased the estimate by 4.0 and 1.5%-points, respectively. Further addition of dispensed medicines, hospital claims and specialized mental care data added another 0.6%-points. Among persons who die at age ≤65-70 years, the proportion with dementia is ≤6.2%. After age 70, the proportion rises sharply, with a peak of 43.9% for females and 33.1% for males at age 90-95 years. CONCLUSIONS Around one-fourth of the Dutch population is diagnosed with dementia at some point in life and dies in the presence of dementia. It is a major challenge to arrange optimal care for this group.
Collapse
Affiliation(s)
- Bart Klijs
- Department of Health and Care, Statistics Netherlands, The Hague, The Netherlands.,Department of Public Health, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Marianna Mitratza
- Department of Public Health, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Peter Pm Harteloh
- Department of Health and Care, Statistics Netherlands, The Hague, The Netherlands
| | - Eric P Moll van Charante
- Department of Public Health, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.,Department of General Practice, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Edo Richard
- Department of Neurology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Markus Mj Nielen
- Netherlands Institute for Health Services Research (NIVEL), Utrecht, The Netherlands
| | - Anton E Kunst
- Department of Public Health, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| |
Collapse
|
20
|
Something’s Different. PHYSICIAN ASSISTANT CLINICS 2021. [DOI: 10.1016/j.cpha.2021.02.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
|
21
|
Garcia MA, Cantu PA. Cognitive Health and Psychological Well-Being among Latinx Older Adults in the United States and Mexico. J Gerontol B Psychol Sci Soc Sci 2021; 77:555-557. [PMID: 33877324 DOI: 10.1093/geronb/gbab069] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Affiliation(s)
- Marc A Garcia
- University of Nebraska-Lincoln, Department of Sociology, Lincoln, NE, USA.,University of Nebraska-Lincoln, Institute for Ethnic Studies, Lincoln, NE, USA.,Syracuse University, Lerner Center for Public Health Promotion, Syracuse, NY, USA
| | | |
Collapse
|
22
|
Bishop KC, Husain-Krautter S, Ketcham JD, Kuminoff NV, Schimming C. Analyzing Individual-Level Secondary Data with Instrumental Variable Methods Is Useful for Studying the Effects of Air Pollution on Dementia. J Alzheimers Dis 2021; 79:15-23. [PMID: 33252071 DOI: 10.3233/jad-200497] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
We hypothesize that analyzing individual-level secondary data with instrumental variable (IV) methods can advance knowledge of the long-term effects of air pollution on dementia. We discuss issues in measurement using secondary data and how IV estimation can overcome biases due to measurement error and unmeasured variables. We link air-quality data from the Environmental Protection Agency's monitors with Medicare claims data to illustrate the use of secondary data to document associations. Additionally, we describe results from a previous study that uses an IV for pollution and finds that PM2.5's effects on dementia are larger than non-causal associations.
Collapse
Affiliation(s)
- Kelly C Bishop
- Department of Economics, Arizona State University, Tempe, AZ, USA
| | | | | | - Nicolai V Kuminoff
- Department of Economics, Arizona State University, Tempe, AZ, USA.,National Bureau of Economic Research, Cambridge, MA, USA
| | - Corbett Schimming
- Icahn School of Medicine at Mount Sinai, New York, NY, USA.,James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
| |
Collapse
|
23
|
Wiese LK, Williams IC, Schoenberg NE, Galvin JE, Lingler J. Overcoming the COVID-19 Pandemic for Dementia Research: Engaging Rural, Older, Racially and Ethnically Diverse Church Attendees in Remote Recruitment, Intervention and Assessment. Gerontol Geriatr Med 2021; 7:23337214211058919. [PMID: 34825019 PMCID: PMC8609097 DOI: 10.1177/23337214211058919] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 10/13/2021] [Accepted: 10/18/2021] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Access to cognitive screening in rural underserved communities is limited and was further diminished during the COVID-19 pandemic. We examined whether a telephone-based cognitive screening intervention would be effective in increasing ADRD knowledge, detecting the need for further cognitive evaluation, and making and tracking the results of referrals. METHOD Using a dependent t-test design, older, largely African American and Afro-Caribbean participants completed a brief educational intervention, pre/post AD knowledge measure, and cognitive screening. RESULTS Sixty of 85 eligible individuals consented. Seventy-percent of the sample self-reported as African American, Haitian Creole, or Hispanic, and 75% were female, with an average age of 70. AD knowledge pre-post scores improved significantly (t (49) = -3.4, p < .001). Of the 11 referred after positive cognitive screening, 72% completed follow-up with their provider. Five were newly diagnosed with dementia. Three reported no change in diagnosis or treatment. Ninety-percent consented to enrolling in a registry for future research. CONCLUSION Remote engagement is feasible for recruiting, educating, and conducting cognitive screening with rural older adults during a pandemic.
Collapse
Affiliation(s)
- Lisa Kirk Wiese
- C. E. Lynn College of Nursing, Florida Atlantic University, Boca Raton, FL, USA
| | | | | | - James. E. Galvin
- Professor of Neurology, University of Miami Miller School of
Medicine, Miami, FL, USA
| | - Jennifer Lingler
- School of Nursing, Health & Community
Systems, University of Pittsburgh, Pittsburgh, PA, USA
| |
Collapse
|
24
|
Lokon E, Li Y, Kunkel S. Allophilia: Increasing college students' "liking" of older adults with dementia through arts-based intergenerational experiences. GERONTOLOGY & GERIATRICS EDUCATION 2020; 41:494-507. [PMID: 30199355 DOI: 10.1080/02701960.2018.1515740] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
This study evaluates whether an arts-based intergenerational experience, Opening Minds through Art (OMA), increases positive attitudes or allophilia ("liking for the other"-in this case, older adults with dementia) in students who joined the OMA program as compared with the control group. Pre- and posttests of the Allophilia Scale were used to compare 216 students who participated in OMA and 499 students who did not. Hierarchical regression was used to investigate the association between OMA participation and students' Allophilia scores. After one semester, results showed that OMA participation is significantly positively associated with students' affection, comfort, kinship, engagement, and enthusiasm toward older adults living with dementia. We conclude that increasing students' allophilia toward older adults living with dementia is necessary and possible through well-designed intergenerational experiences.
Collapse
Affiliation(s)
- Elizabeth Lokon
- Scripps Gerontology Center, Miami University , Oxford, Ohio, USA
| | - Yue Li
- Discovery Center for Evaluation, Research, and Professional Learning, Miami University , Oxford, Ohio, USA
| | - Suzanne Kunkel
- Department of Sociology and Gerontology, Scripps Gerontology Center, Miami University , Oxford, Ohio, USA
| |
Collapse
|
25
|
Hale JM, Schneider DC, Mehta NK, Myrskylä M. Cognitive impairment in the U.S.: Lifetime risk, age at onset, and years impaired. SSM Popul Health 2020; 11:100577. [PMID: 32300635 PMCID: PMC7153285 DOI: 10.1016/j.ssmph.2020.100577] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 03/25/2020] [Accepted: 03/26/2020] [Indexed: 12/31/2022] Open
Abstract
Prior studies have analyzed the burden of cognitive impairment, but often use potentially biased prevalence-based methods or measure only years lived with impairment, without estimating other relevant metrics. We use the Health and Retirement Study (1998-2014; n = 29,304) and the preferred incidence-based Markov-chain models to assess three key measures of the burden of cognitive impairment: lifetime risk, mean age at onset, and number of years lived impaired. We analyze both mild and severe cognitive impairment (dementia) and gender, racial/ethnic, and educational variation in impairment. Our results paint a multi-dimensional picture of cognitive health, presenting the first comprehensive analysis of the burden of cognitive impairment for the U.S. population age 50 and older. Approximately two out of three Americans experience some level of cognitive impairment at an average age of approximately 70 years. For dementia, lifetime risk for women (men) is 37% (24%) and mean age at onset 83 (79) years. Women can expect to live 4.2 years with mild impairment and 3.2 with dementia, men 3.5 and 1.8 years. A critical finding is that for the most advantaged groups (i.e., White and/or higher educated), cognitive impairment is both delayed and compressed toward the very end of life. In contrast, despite the shorter lives of disadvantaged subgroups (Black and/or lower educated), they experience a younger age of onset, higher lifetime risk, and more years cognitively impaired. For example, men with at least an Associate degree have 21% lifetime dementia risk, compared to 35% among men with less than high school education. White women have 6 years of cognitively-impaired life expectancy, compared to 12 and 13 years among Black women and Latinas. These educational and racial/ethnic gradients highlight the very uneven burden of cognitive impairment. Further research is required to identify the mechanisms driving these disparities in cognitive impairment.
Collapse
Affiliation(s)
- Jo Mhairi Hale
- University of St Andrews, Scotland, United Kingdom
- Max Planck Institute for Demographic Research, Rostock, Germany
| | | | | | - Mikko Myrskylä
- Max Planck Institute for Demographic Research, Rostock, Germany
- London School of Economics and Political Science, UK
- University of Helsinki, Finland
| |
Collapse
|
26
|
Demarest TG, Varma VR, Estrada D, Babbar M, Basu S, Mahajan UV, Moaddel R, Croteau DL, Thambisetty M, Mattson MP, Bohr VA. Biological sex and DNA repair deficiency drive Alzheimer's disease via systemic metabolic remodeling and brain mitochondrial dysfunction. Acta Neuropathol 2020; 140:25-47. [PMID: 32333098 DOI: 10.1007/s00401-020-02152-8] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 03/22/2020] [Accepted: 03/23/2020] [Indexed: 12/14/2022]
Abstract
Alzheimer's disease (AD) is an incurable neurodegenerative disease that is more prevalent in women. The increased risk of AD in women is not well understood. It is well established that there are sex differences in metabolism and that metabolic alterations are an early component of AD. We utilized a cross-species approach to evaluate conserved metabolic alterations in the serum and brain of human AD subjects, two AD mouse models, a human cell line, and two Caenorhabditis elegans AD strains. We found a mitochondrial complex I-specific impairment in cortical synaptic brain mitochondria in female, but not male, AD mice. In the hippocampus, Polβ haploinsufficiency caused synaptic complex I impairment in male and female mice, demonstrating the critical role of DNA repair in mitochondrial function. In non-synaptic, glial-enriched, mitochondria from the cortex and hippocampus, complex II-dependent respiration increased in female, but not male, AD mice. These results suggested a glial upregulation of fatty acid metabolism to compensate for neuronal glucose hypometabolism in AD. Using an unbiased metabolomics approach, we consistently observed evidence of systemic and brain metabolic remodeling with a shift from glucose to lipid metabolism in humans with AD, and in AD mice. We determined that this metabolic shift is necessary for cellular and organismal survival in C. elegans, and human cell culture AD models. We observed sex-specific, systemic, and brain metabolic alterations in humans with AD, and that these metabolite changes significantly correlate with amyloid and tau pathology. Among the most significant metabolite changes was the accumulation of glucose-6-phosphate in AD, an inhibitor of hexokinase and rate-limiting metabolite for the pentose phosphate pathway (PPP). Overall, we identified novel mechanisms of glycolysis inhibition, PPP, and tricarboxylic acid cycle impairment, and a neuroprotective augmentation of lipid metabolism in AD. These findings support a sex-targeted metabolism-modifying strategy to prevent and treat AD.
Collapse
Affiliation(s)
- Tyler G Demarest
- Laboratory of Molecular Gerontology, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
- Laboratory of Neurosciences, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Vijay R Varma
- Unit of Clinical and Translational Neuroscience, Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Darlene Estrada
- Laboratory of Molecular Gerontology, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Mansi Babbar
- Laboratory of Molecular Gerontology, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Sambuddha Basu
- Laboratory of Molecular Gerontology, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Uma V Mahajan
- Unit of Clinical and Translational Neuroscience, Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Ruin Moaddel
- Laboratory of Clinical Investigation, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Deborah L Croteau
- Laboratory of Molecular Gerontology, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Madhav Thambisetty
- Unit of Clinical and Translational Neuroscience, Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Mark P Mattson
- Laboratory of Neurosciences, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Vilhelm A Bohr
- Laboratory of Molecular Gerontology, National Institute on Aging, National Institutes of Health, Baltimore, MD, 21224, USA.
| |
Collapse
|
27
|
Siachpazidou DI, Stavrou VT, Astara K, Pastaka C, Gogou E, Hatzoglou C, Economou NT, Gourgoulianis KI. Alzheimer's Disease in Patients with Obstructive Sleep Apnea Syndrome. TANAFFOS 2020; 19:176-185. [PMID: 33815537 PMCID: PMC8008406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Obstructive sleep apnea syndrome (OSAS) is a disorder with high prevalence among adults and is an independent risk factor for various diseases, especially those affecting the central nervous system (CNS). Continuous positive airway pressure (CPAP) is usually the optimal choice of treatment for OSAS. Alzheimer's disease (AD) is a neurodegenerative disease affecting a large proportion of the elderly population. The purpose of this study was to collect information concerning the two pathological entities and investigate the effectiveness of CPAP in the treatment of AD. MATERIALS AND METHODS In this review, Twenty articles were found concerning OSAS and AD, of which one article was about treatment with donepezil and seven articles considered treatment with CPAP. RESULTS Serious OSAS and short sleep duration are associated with a high risk of developing dementia. Respiratory distress during sleep is associated with developing mild cognitive impairment at younger ages. The cerebrovascular damage of AD patients is correlated with the severity of OSAS. Lower cerebrospinal fluid levels are associated with memory disturbances and oxygen saturation parameters in patients with OSAS-AD. Continuous use of CPAP is related to the delayed onset of cognitive impairment and is suggested as an effective method of protecting cognitive function, depression, sleep quality and architecture, and daytime sleepiness in AD patients with good compliance. Treatment of CPAP patients with OSAS-AD is suggested as an effective method of protecting cognitive function. CONCLUSION Clinicians dealing with AD patients should consider CPAP treatment when OSAS coexists.
Collapse
Affiliation(s)
- Dimitra I. Siachpazidou
- Laboratory of Respiratory Sleep Disorders, Department of Respiratory Medicine, Faculty of Medicine University of Thessaly, Biopolis, Larissa, Greece
| | - Vasileios T. Stavrou
- Laboratory of Cardio-Pulmonary Testing and Pulmonary Rehabilitation, Department of Respiratory Medicine, Faculty of Medicine, University of Thessaly, Biopolis, Larissa, Greece
| | - Kyriaki Astara
- Faculty of Medicine, University of Thessaly, Biopolis, Larissa, Greece
| | - Chaido Pastaka
- Laboratory of Respiratory Sleep Disorders, Department of Respiratory Medicine, Faculty of Medicine University of Thessaly, Biopolis, Larissa, Greece
| | - Eudoxia Gogou
- Department of Physiology, Faculty of Medicine, University of Thessaly, Biopolis, Larissa, Greece
| | - Chrissi Hatzoglou
- Faculty of Medicine, University of Thessaly, Biopolis, Larissa, Greece
| | | | - Konstantinos I. Gourgoulianis
- Laboratory of Respiratory Sleep Disorders, Department of Respiratory Medicine, Faculty of Medicine University of Thessaly, Biopolis, Larissa, Greece,,Laboratory of Cardio-Pulmonary Testing and Pulmonary Rehabilitation, Department of Respiratory Medicine, Faculty of Medicine, University of Thessaly, Biopolis, Larissa, Greece,Department of Physiology, Faculty of Medicine, University of Thessaly, Biopolis, Larissa, Greece
| |
Collapse
|
28
|
Kamalzadeh L, Moghaddamnia M, Malakouti SK, Rashedi V, Bahrampour S, Sharifi N, Talebi M, Sina F, Shariati B. Prevalence of Dementia Among Older Patients: A Hospital-Based Study in Iran. Am J Alzheimers Dis Other Demen 2019; 34:500-506. [PMID: 31064201 PMCID: PMC10653364 DOI: 10.1177/1533317519848234] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Dementia constitutes a public health hazard in developing countries. The aim of this study was to evaluate the prevalence of dementia and its associated factors in older hospitalized patients. METHODS The participants of this cross-sectional study consisted of older patients admitted to medical wards in Rasoul-e Akram hospital in Tehran, Iran. Mini-Mental State Examination, Mini-Cog test, Geriatric Depression Scale, Activities of Daily Living-Instrumental Activities of Daily Living (ADL-IADL) scale, and socioeconomic questionnaires were used. RESULTS A total of 205 elderly inpatients were included. The mean age was 71.33 ± 7.35 years; 63.4% of the participants had normal cognitive function, while 36.6% had some degree of cognitive impairment. There was a statistically significant relationship between gender, age, number of children, and occupation and the prevalence of dementia. CONCLUSION Appropriate cognitive screening of older patients upon admission to hospitals could help identify potential adverse events and enhance the quality of care for patients with comorbid dementia.
Collapse
Affiliation(s)
- Leila Kamalzadeh
- Mental Health Research Center, Iran University of Medical Sciences, Tehran, Iran
- Rasoul-e Akram Hospital, Iran University of Medical Sciences, Tehran, Iran
| | - Moein Moghaddamnia
- Rasoul-e Akram Hospital, Iran University of Medical Sciences, Tehran, Iran
| | - Seyed Kazem Malakouti
- School of Behavioral Sciences and Mental Health (Tehran Institute of Psychiatry), Iran University of Medical Sciences, Tehran, Iran
| | - Vahid Rashedi
- School of Behavioral Sciences and Mental Health (Tehran Institute of Psychiatry), Iran University of Medical Sciences, Tehran, Iran
- Iranian Research Center on Aging, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Sara Bahrampour
- Science and Research Branch, Islamic Azad University, Tehran, Iran
| | | | - Mina Talebi
- Islamic Azad University, West Tehran Branch, Tehran, Iran
| | - Farzad Sina
- Rasoul-e Akram Hospital, Iran University of Medical Sciences, Tehran, Iran
| | - Behnam Shariati
- Mental Health Research Center, Iran University of Medical Sciences, Tehran, Iran
- Rasoul-e Akram Hospital, Iran University of Medical Sciences, Tehran, Iran
| |
Collapse
|
29
|
Senanayake V, Goodenowe DB. Plasmalogen deficiency and neuropathology in Alzheimer's disease: Causation or coincidence? ALZHEIMERS & DEMENTIA-TRANSLATIONAL RESEARCH & CLINICAL INTERVENTIONS 2019; 5:524-532. [PMID: 31650009 PMCID: PMC6804645 DOI: 10.1016/j.trci.2019.08.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Causation of Alzheimer's disease (AD) is not well understood. It is necessary to look beyond neuropathology to identify the underlying causes of AD and many other common neurological diseases. Lipid abnormalities are well documented in the preclinical phases of many neurological diseases including AD. Here, we use AD as an example to examine the role of lipid abnormalities as an underlying cause of neurodegeneration. Role of lipids, particularly phospholipids, in the optimal function of the nervous system, impact of the aberrations of phospholipid metabolism on β-amyloid deposition and cholinergic neuronal function, epidemiological evidence on the association of phospholipids with AD, and preliminary data on the possible modulation of risk factors of AD by phospholipids are examined. Implications of these findings on diagnosis and prevention are also discussed.
Collapse
|
30
|
Zissimopoulos JM, Tysinger BC, St Clair PA, Crimmins EM. The Impact of Changes in Population Health and Mortality on Future Prevalence of Alzheimer's Disease and Other Dementias in the United States. J Gerontol B Psychol Sci Soc Sci 2019; 73:S38-S47. [PMID: 29669100 DOI: 10.1093/geronb/gbx147] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2017] [Indexed: 12/14/2022] Open
Abstract
Objectives We assessed potential benefits for older Americans of reducing risk factors associated with dementia. Methods A dynamic simulation model tracked a national cohort of persons 51 and 52 years of age to project dementia onset and mortality in risk reduction scenarios for diabetes, hypertension, and dementia. Results We found reducing incidence of diabetes by 50% did not reduce number of years a person ages 51 or 52 lived with dementia and increased the population ages 65 and older in 2040 with dementia by about 115,000. Eliminating hypertension at middle and older ages increased life expectancy conditional on survival to age 65 by almost 1 year, however, it increased years living with dementia. Innovation in treatments that delay onset of dementia by 2 years increased longevity, reduced years with dementia, and decreased the population ages 65 and older in 2040 with dementia by 2.2 million. Conclusions Prevention of chronic disease may generate health and longevity benefits but does not reduce burden of dementia. A focus on treatments that provide even short delays in onset of dementia can have immediate impacts on longevity and quality of life and reduce the number of Americans with dementia over the next decades.
Collapse
Affiliation(s)
- Julie M Zissimopoulos
- Price School of Public Policy & Schaeffer Center, University of Southern California, Los Angeles
| | - Bryan C Tysinger
- Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles
| | - Patricia A St Clair
- Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles
| | - Eileen M Crimmins
- Davis School of Gerontology, University of Southern California, Los Angeles
| |
Collapse
|
31
|
Brookmeyer R, Abdalla N. Estimation of lifetime risks of Alzheimer's disease dementia using biomarkers for preclinical disease. Alzheimers Dement 2018; 14:981-988. [PMID: 29802030 PMCID: PMC6097953 DOI: 10.1016/j.jalz.2018.03.005] [Citation(s) in RCA: 90] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2018] [Revised: 03/04/2018] [Accepted: 03/08/2018] [Indexed: 11/23/2022]
Abstract
INTRODUCTION Lifetime risks are the probabilities of progressing to Alzheimer's disease (AD) dementia during one's lifespan. Here, we report the first estimates of the lifetime and ten-year risks of AD dementia based on age, gender, and biomarker tests for preclinical disease. METHODS We used a multistate model for the disease process together with US death rates. RESULTS Lifetime risks of AD dementia vary considerably by age, gender, and the preclinical or clinical disease state of the individual. For example, the lifetime risks for a female with only amyloidosis are 8.4% for a 90-year old and 29.3% for a 65-year old. Persons younger than 85 years with mild cognitive impairment, amyloidosis, and neurodegeneration have lifetime risks of AD dementia greater than 50%. DISCUSSION Most persons with preclinical AD will not develop AD dementia during their lifetimes. Lifetime risks help interpret the clinical significance of biomarker screening tests for AD.
Collapse
Affiliation(s)
- Ron Brookmeyer
- Department of Biostatistics, University of California, Los Angeles, CA, USA.
| | - Nada Abdalla
- Department of Biostatistics, University of California, Los Angeles, CA, USA
| |
Collapse
|