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Desaire H, Stepler KE, Robinson RAS. Exposing the Brain Proteomic Signatures of Alzheimer's Disease in Diverse Racial Groups: Leveraging Multiple Data Sets and Machine Learning. J Proteome Res 2022; 21:1095-1104. [PMID: 35276041 PMCID: PMC9097891 DOI: 10.1021/acs.jproteome.1c00966] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Recent studies have highlighted that the proteome can be used to identify potential biomarker candidates for Alzheimer's disease (AD) in diverse cohorts. Furthermore, the racial and ethnic background of participants is an important factor to consider to ensure the effectiveness of potential biomarkers for representative populations. A promising approach to survey potential biomarker candidates for diagnosing AD in diverse cohorts is the application of machine learning to proteomics data sets. Herein, we leveraged six existing bottom-up proteomics data sets, which included non-Hispanic White, African American/Black, and Hispanic participants, to study protein changes in AD and cognitively unimpaired participants. Machine learning models were applied to these data sets and resulted in the identification of amyloid-β precursor protein (APP) and heat shock protein β-1 (HSPB1) as two proteins that have high ability to distinguish AD; however, each protein's performance varied based upon the racial and ethnic background of the participants. HSPB1 particularly was helpful for generating high areas under the curve (AUCs) for African American/Black participants. Overall, HSPB1 improved the performance of the machine learning models when combined with APP and/or participant age and is a potential candidate that should be further explored in AD biomarker discovery efforts.
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Affiliation(s)
- Heather Desaire
- Department of Chemistry, University of Kansas, Lawrence, Kansas 66045, United States
| | - Kaitlyn E. Stepler
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235, United States
| | - Renã A. S. Robinson
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235, United States
- Vanderbilt Memory and Alzheimer’s Center, Vanderbilt University Medical Center, Nashville, TN 37212, United States
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37232, United States
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN 37232, United States
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN 37232, United States
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Streitz ML, Denny A, Xiong C, McCue L, Stites SD, Midgett S, Mechanic-Hamilton D, Moulder KL, Morris JC, Balls-Berry J. Development of a Comprehensive Battery to Collect Social and Structural Determinants of Health (SSDOH) in Cognitively Normal or Very Mildly Impaired Persons. Alzheimer Dis Assoc Disord 2022; 36:97-102. [PMID: 35389894 PMCID: PMC9149107 DOI: 10.1097/wad.0000000000000505] [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: 10/22/2021] [Accepted: 02/14/2022] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Research addressing Alzheimer disease and related dementias must examine nonbiological factors influencing the risk for and expression of Alzheimer disease and related dementias. These factors address the interplay of cognition with lived experiences and social and structural determinants of health (SSDOH). However, coordinated measures of SSDOH are limited. METHODS The Knight Alzheimer Disease Research Center (ADRC) at Washington University in St. Louis developed and piloted a comprehensive battery to measure SSDOH. One hundred and twelve participants, very mildly cognitively impaired or unimpaired, enrolled in memory studies completed the electronic SSDOH battery. The Clinical Dementia Rating (CDR) determined the presence or absence of cognitive impairment. RESULTS Four domains demonstrated above acceptable intraclass correlation scores for test-retest reliability (≥0.70), including adverse childhood events, discrimination, social status, and early education. Twenty very mildly impaired participants completed the electronic pilot study. CONCLUSION Our findings indicate that participants with early-stage symptomatic Alzheimer disease are able to participate in electronic SSDOH data collection. In collaboration with the University of Pennsylvania ADRC, we replaced/modified certain assessments to increase intraclass correlation. The resulting battery, Social and Structural Life-courses Influencing Aging and Dementia (SS-DIAD), can serve as a SSDOH collection tool and is currently utilized in cognitively impaired and unimpaired research participants at both ADRCs.
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Affiliation(s)
- Marissa L. Streitz
- Knight Alzheimer Disease Research Center at Washington University School of Medicine in St. Louis, USA, Department of Neurology
| | - Andrea Denny
- Knight Alzheimer Disease Research Center at Washington University School of Medicine in St. Louis, USA, Department of Neurology
| | - Chengjie Xiong
- Knight Alzheimer Disease Research Center at Washington University School of Medicine in St. Louis, USA, Department of Biostatistics
| | - Lena McCue
- Knight Alzheimer Disease Research Center at Washington University School of Medicine in St. Louis, USA, Department of Biostatistics
| | - Shana D. Stites
- University of Pennsylvania Alzheimer Disease Research Center, Perelman School of Medicine, Department of Psychiatry
| | - Sharnita Midgett
- University of Pennsylvania Alzheimer Disease Research Center, Perelman School of Medicine, Department of Medicine
| | - Dawn Mechanic-Hamilton
- University of Pennsylvania Alzheimer Disease Research Center, Perelman School of Medicine, Department of Neurology
| | - Krista L. Moulder
- Knight Alzheimer Disease Research Center at Washington University School of Medicine in St. Louis, USA, Department of Neurology
| | - John C. Morris
- Knight Alzheimer Disease Research Center at Washington University School of Medicine in St. Louis, USA, Department of Neurology
| | - Joyce Balls-Berry
- Knight Alzheimer Disease Research Center at Washington University School of Medicine in St. Louis, USA, Department of Neurology
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103
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Agrawal S, Leurgans SE, James BD, Barnes LL, Mehta RI, Dams-O’Connor K, Mez J, Bennett DA, Schneider JA. Association of Traumatic Brain Injury With and Without Loss of Consciousness With Neuropathologic Outcomes in Community-Dwelling Older Persons. JAMA Netw Open 2022; 5:e229311. [PMID: 35476062 PMCID: PMC9047640 DOI: 10.1001/jamanetworkopen.2022.9311] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Accepted: 03/10/2022] [Indexed: 12/02/2022] Open
Abstract
Importance A history of traumatic brain injury (TBI) has been considered a risk factor for Alzheimer dementia. However, the specific association of TBI, even without loss of consciousness (LOC), with pathologic findings that underlie Alzheimer dementia, including Alzheimer disease (AD), non-AD neurodegenerative, and vascular pathologic findings, remains unclear. Objective To examine the association between TBI with and without LOC and neuropathologic findings in community-based cohorts. Design, Setting, and Participants This cross-sectional analysis used neuropathologic data from 1689 participants from the Religious Orders Study, the Rush Memory and Aging Project, and the Minority Aging Research Study. These studies began enrollment in 1994, 1997, and 2004, respectively. The current study's data set was frozen on April 3, 2021, when the mean (SD) length of follow-up for the participants was 8.7 (5.5) years. Exposure Traumatic brain injury exposure was assessed using a standardized, self-reported questionnaire at baseline and annual follow-up visits. Participants were categorized into those (1) without TBI exposure (n = 1024), (2) with TBI with LOC (n = 161), or (3) with TBI without LOC (n = 504). Main Outcomes and Measures Neuropathologic measures of amyloid-β, paired helical filament tangles, neocortical Lewy bodies, transactive response DNA-binding protein 43, hippocampal sclerosis, gross infarcts, and microinfarcts were assessed. Multiple linear regression and logistic regression models were used to determine whether TBI with or without LOC (compared with no TBI exposure as the reference group) was associated with neuropathologic outcomes after adjusting for age at death, sex, and educational level. Whether the apolipoprotein E (APOE) ε4 allele and sex differences modified associations was also examined. Results A total of 1689 participants (1138 [67%] women and 551 [33%] men; mean [SD] age at death, 89.2 [6.7] years; 80 [5%] Black, 46 [3%] Latino, 1639 [97%] non-Latino, and 1601 [95%] White) participated in the study. Compared with participants without TBI, participants with TBI with LOC had a greater amyloid-β load (estimate, 0.25; 95% CI, 0.06-0.43; P = .008) and higher odds of having 1 or more gross infarcts (odds ratio [OR], 1.45; 95% CI, 1.04-2.02; P = .02) and 1 or more microinfarcts (OR, 1.70; 95% CI, 1.21-2.38; P = .002), particularly subcortical microinfarcts (OR, 1.85; 95% CI, 1.23-2.79; P = .002). Those with TBI without LOC had higher odds of neocortical Lewy bodies (OR, 1.37; 95% CI, 1.01-1.87; P = .04) and 1 or more cortical microinfarcts (OR, 1.43; 95% CI, 1.09-1.87; P = .008). The association of TBI with and without LOC with vascular pathologic outcomes persisted after controlling for vascular risk factors and vascular disease burden. Traumatic brain injury with or without LOC was not associated with paired helical filament tangles, transactive response DNA-binding protein 43, or hippocampal sclerosis. No interactions occurred with APOE ε4 or sex. Conclusions and Relevance This cross-sectional analysis suggests that a history of TBI, even without LOC, is associated with age-related neuropathologic outcomes, both neurodegenerative and vascular. The variation in the neuropathologic outcomes in individuals with and without LOC may provide clues to potential mechanisms, diagnoses, and management in persons with TBI.
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Affiliation(s)
- Sonal Agrawal
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Pathology, Rush University Medical Center, Chicago, Illinois
| | - Sue E. Leurgans
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Bryan D. James
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Lisa L. Barnes
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
- Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois
| | - Rupal I. Mehta
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Pathology, Rush University Medical Center, Chicago, Illinois
| | - Kristen Dams-O’Connor
- Department of Rehabilitation and Human Performance, Mt Sinai School of Medicine, New York, New York
- Department of Neurology, Mt Sinai School of Medicine, New York, New York
| | - Jesse Mez
- Boston University Alzheimer’s Disease Center, Boston University School of Medicine, Boston, 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
| | - Julie A. Schneider
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Pathology, Rush University Medical Center, Chicago, Illinois
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
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104
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Wagner M, Guimond AJ, Kubzansky LD, Zhang Y, Bennett DA, Barnes LL, Grodstein F. Negative and Positive Psychosocial Factors in Relation to Cognitive Health in Older African Americans. Innov Aging 2022; 6:igac019. [PMID: 35677344 PMCID: PMC9169895 DOI: 10.1093/geroni/igac019] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Indexed: 11/14/2022] Open
Abstract
Background and Objectives Identifying potential intervention strategies to reduce cognitive decline, particularly among older African Americans at high risk for Alzheimer’s dementia, is critical. This study aimed to investigate whether depressive symptoms, purpose in life, and their interrelations are associated with cognitive decline in older African Americans. Research Design and Methods We included older African Americans from the Minority Aging Research Study (n = 748) and Rush Memory and Aging Project (n = 109), without dementia at baseline. We assessed associations of depressive symptoms, purpose in life, and their interrelations, with baseline levels and change in global cognition using linear mixed-effects models. Results At baseline, each unit increment in depressive symptoms was related to worse initial global cognition (mean difference = −0.03 standard unit; p = .003), while higher purpose in life was related to better cognition (mean difference = 0.12; p = .002). Further, participants with ≥1 depressive symptom who had a purpose in life score above the median appeared to have better global cognition (mean difference = 0.10; p = .01), compared to those with depressive symptoms but lower levels of purpose in life. However, we did not find relations of depressive symptoms or purpose in life with rates of cognitive decline over time, likely due to the modest follow-up. Discussion and Implications In older African Americans, we found that lower depressive symptoms and greater purpose in life were independently related to higher initial levels of global cognition, but not cognitive decline. Preliminary findings of higher global cognition in individuals with depressive symptoms but greater purpose in life merit further investigation if purpose may eventually be considered as an intervention.
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Affiliation(s)
- Maude Wagner
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
- University of Bordeaux, Bordeaux, France
| | - Anne-Josée Guimond
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA, USA
- Lee Kum Sheung Center for Health and Happiness, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Laura D Kubzansky
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA, USA
- Lee Kum Sheung Center for Health and Happiness, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Yingzhe Zhang
- Department of Epidemiology, Harvard TH Chan School of Public Health, Boston, MA, USA
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - David A Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush Medical College, Chicago, IL, USA
| | - Lisa L Barnes
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush Medical College, Chicago, IL, USA
| | - Francine Grodstein
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Internal Medicine, Rush Medical College, Chicago, IL, USA
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105
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Fleischman DA, Arfanakis K, Leurgans SE, Zhang S, Poole VN, Han SD, Yu L, Lamar M, Kim N, Bennett DA, Barnes LL. Associations of deformation-based brain morphometry with cognitive level and decline within older Blacks without dementia. Neurobiol Aging 2022; 111:35-43. [PMID: 34963062 PMCID: PMC9070546 DOI: 10.1016/j.neurobiolaging.2021.11.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 11/04/2021] [Accepted: 11/14/2021] [Indexed: 10/19/2022]
Abstract
Blacks are at higher risk of developing cognitive impairment with age than non-Hispanic Whites, yet most brain morphometry and cognition research is performed with White samples or with mixed samples that control for race or compare across racial groups. A deeper understanding of the within-group variability in associations between brain structure and cognitive decline in Blacks is critically important for designing appropriate outcomes for clinical trials, predicting adverse outcomes, and developing interventions to preserve cognitive function, but no studies have examined these associations longitudinally within Blacks. We performed deformation-based morphometry in 376 older Black participants without dementia and examined associations of deformation-based morphometry with cognitive level and decline for global cognition and five cognitive domains. After correcting for widespread age-associated effects, there remained regions with less tissue and more cerebrospinal fluid associated with level and rate of decline in global cognition, memory, and perceptual speed. Further study is needed to examine the moderators of these associations, identify adverse outcomes predicted by brain morphometry, and deepen knowledge of underlying biological mechanisms.
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Affiliation(s)
- Debra A Fleischman
- 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 Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago IL, USA.
| | - Konstantinos Arfanakis
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago IL, USA; Department of Diagnostic Radiology and Nuclear Medicine, Rush University Medical Center, Chicago IL, USA; Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA
| | - Sue E Leurgans
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago IL, USA; Department of Preventive Medicine, Rush University Medical Center, Chicago IL, USA
| | - Shengwei Zhang
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago IL, USA
| | - Victoria N Poole
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago IL, USA; Department of Orthopedic Surgery, Rush University Medical Center, Chicago IL, USA
| | - S Duke Han
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago IL, USA; Departments of Family Medicine and Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Department of Psychology, University of Southern California, Los Angeles, CA, USA; School of Gerontology, University of Southern California, Los Angeles, CA, USA
| | - Lei Yu
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago IL, USA
| | - Melissa Lamar
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago IL, USA; Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago IL, USA
| | - Namhee Kim
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago IL, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago IL, 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 Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago IL, USA
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106
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Yu L, Mottola G, Barnes LL, Valdes O, Wilson RS, Bennett DA, Boyle PA. Financial fragility and scam susceptibility in community dwelling older adults. J Elder Abuse Negl 2022; 34:93-108. [PMID: 35484831 PMCID: PMC9214770 DOI: 10.1080/08946566.2022.2070568] [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: 10/18/2022]
Abstract
We tested the hypothesis that financial fragility is associated with higher scam susceptibility in older adults without dementia. Data came from nearly 900 community-dwelling participants from two ongoing cohort studies of aging. Financial fragility was determined by assessing an individual's ability to access $2,000 within a month for an unexpected expense. Scam susceptibility was assessed via a 5-item instrument that measures perceptions and behaviors that predispose older adults to financial fraud and scams. On average, participants were 82 years of age. Nearly 10% reported financial fragility. Financial fragility was higher in Blacks and among those with fewer years of education, lower income, lower global cognition, lower literacy, and poorer financial decision-making. Regression analysis revealed that financially fragile older adults were more susceptible to scams. These data suggest that targeted efforts to reduce financial fragility and improve literacy and cognitive health are needed to prevent elder exploitation among diverse populations.
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Affiliation(s)
- Lei Yu
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Gary Mottola
- FINRA Investor Education Foundation, Washington, DC, USA
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Olivia Valdes
- FINRA Investor Education Foundation, Washington, DC, USA
| | - Robert S Wilson
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Patricia A Boyle
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
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107
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Graves LV, Edmonds EC, Thomas KR, Weigand AJ, Cooper S, Stickel AM, Zlatar ZZ, Clark AL, Bondi MW. Diagnostic accuracy and differential associations between ratings of functioning and neuropsychological performance in non-Hispanic Black and White older adults. Clin Neuropsychol 2022; 36:287-310. [PMID: 34499580 PMCID: PMC8849565 DOI: 10.1080/13854046.2021.1971766] [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] [Indexed: 02/03/2023]
Abstract
ObjectiveWe recently demonstrated that relative to consensus-based methods, actuarial methods may improve diagnostic accuracy across the continuum of cognitively normal (CN), mild cognitive impairment (MCI), and dementia in the overall National Alzheimer's Coordinating Center (NACC) cohort. However, the generalizability and comparative utility of current methods of diagnosing MCI and dementia due to Alzheimer's disease and related disorders (ADRD) are significantly understudied in non-Hispanic Black (NHB) older adults. Thus, we extended our previous investigation to more specifically explore the utility of consensus-based and actuarial diagnostic methods in NHB older adults.Method: We compared baseline consensus and actuarial diagnostic rates, and associations of ratings of functioning with neuropsychological performance and diagnostic outcomes, in NHB (n = 963) and non-Hispanic White (NHW; n = 4577) older adults in the NACC cohort.Results: 60.0% of the NHB subsample, versus 29.2% of the NHW subsample, included participants who met actuarial criteria for MCI despite being classified as CN or impaired-not-MCI per consensus. Additionally, associations between ratings of functioning and neuropsychological performance were less consistent in NHB participants than in NHW participants.Conclusions: Our results provide evidence of differential degrees of association between reported functioning and neuropsychological performance in NHB and NHW older adults, which may contribute to racial group differences in diagnostic rates, and prompt consideration of the strengths and weaknesses of consensus-based and actuarial diagnostic approaches in assessing neurocognitive functioning in NHB older adults.
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Affiliation(s)
- Lisa V. Graves
- VA San Diego Healthcare System, San Diego, CA, USA,Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Emily C. Edmonds
- VA San Diego Healthcare System, San Diego, CA, USA,Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Kelsey R. Thomas
- VA San Diego Healthcare System, San Diego, CA, USA,Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Alexandra J. Weigand
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA
| | - Shanna Cooper
- VA San Diego Healthcare System, San Diego, CA, USA,Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Ariana M. Stickel
- Department of Neurosciences, University of California San Diego, La Jolla, CA, USA
| | - Zvinka Z. Zlatar
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Alexandra L. Clark
- VA San Diego Healthcare System, San Diego, CA, USA,Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Mark W. Bondi
- VA San Diego Healthcare System, San Diego, CA, USA,Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
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108
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Pugh E, Robinson A, De Vito AN, Bernstein JPK, Calamia M. Representation of U.S. Black Americans in neuropsychology research: How well do our reporting practices show that Black lives matter? Clin Neuropsychol 2022; 36:214-226. [PMID: 34348590 DOI: 10.1080/13854046.2021.1958923] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 06/29/2021] [Accepted: 06/17/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE Black American individuals comprise about 13% of the population in the United States (U.S.). It is estimated by 2045, approximately 50% of U.S. residents will belong to an ethnic minority group underscoring the importance of the provision of culturally competent services. The present study provides a critical/systematic review of the literature to examine the representation of Black Americans in recent neuropsychological research in U.S. neuropsychology journals. We examined the representation of U.S. Black American individuals across journals, year of study, and by study sample. METHOD We evaluated 1,151 journal articles published in 4 neuropsychology journals published in 2011, 2014, 2017 and 2019. Articles were coded for reporting of age, sex/gender, years of education, ethnicity/race, and if race was a focus of the study. We also recorded sample size and type of sample. RESULTS Out of the 397 articles meeting inclusion criteria, 37.5% did not report ethnic or racial demographic information. Additionally, 96% of the articles were not racially/ethnically focused. Black participants comprised 10.7% of participants in articles that reported race/ethnicity. The proportion of Black participants increased by 3.7% between 2011 and 2019. CONCLUSION Our results demonstrate the underrepresentation of U.S. Black Americans in neuropsychological research over the targeted years. This highlights our shortcomings as a field in demonstrating the importance of including Black Americans in research.
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Affiliation(s)
- Erika Pugh
- Department of Psychology, Louisiana State University, Baton Rouge, LA, USA
| | - Anthony Robinson
- Department of Psychology, Louisiana State University, Baton Rouge, LA, USA
| | - Alyssa N De Vito
- Department of Psychology, Louisiana State University, Baton Rouge, LA, USA
| | | | - Matthew Calamia
- Department of Psychology, Louisiana State University, Baton Rouge, LA, USA
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109
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Boyle PA, Wang T, Yu L, Barnes LL, Wilson RS, Bennett DA. Purpose in Life May Delay Adverse Health Outcomes in Old Age. Am J Geriatr Psychiatry 2022; 30:174-181. [PMID: 34175231 PMCID: PMC10151065 DOI: 10.1016/j.jagp.2021.05.007] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 05/10/2021] [Accepted: 05/13/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Test the hypothesis that a higher level of purpose in life is associated with an older age of Alzheimer's dementia onset and later mortality. DESIGN Prospective cohort studies of aging and Alzheimer's dementia. SETTING Community-based. PARTICIPANTS Two thousand five hundred fifty-eight older adults initially free of dementia underwent assessments of purpose in life and detailed annual clinical evaluations to document incident Alzheimer's dementia and mortality. General accelerated failure time models examined the relation of baseline purpose in life with age at Alzheimer's dementia diagnosis and mortality. EXPOSURES Purpose in life was assessed at baseline. MAIN OUTCOMES Alzheimer's dementia diagnosis was documented annually based on detailed clinical evaluations and mortality was documented via regular contacts and annual evaluations. RESULTS During a mean of 6.89 years of follow-up, 520 individuals were diagnosed with incident Alzheimer's dementia at a mean age of 88 (SD = 6.7; range: 64.1-106.5). They had a mean baseline level of purpose in life of 3.7 (SD = 0.47; range: 1-5). A higher level of purpose in life was associated with a considerably later age of dementia onset (estimate = 0.044; 95% CI: 0.023, 0.065); specifically, individuals with high purpose (90th percentile) developed Alzheimer's dementia at a mean age of about 95 compared to a mean age of about 89 for individuals with low purpose (10th percentile). Further, the estimated mean age of death was about 89 for individuals with high purpose compared to 85 for those with low purpose. Results persisted after controlling for sex and education. CONCLUSION AND RELEVANCE Purpose in life delays dementia onset and mortality by several years. Interventions to increase purpose in life among older persons may increase healthspan and offer considerable public health benefit.
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Affiliation(s)
- Patricia A Boyle
- Rush University Medical Center, Rush Alzheimer's Disease Center, Chicago, IL; Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL.
| | - Tianhao Wang
- Rush University Medical Center, Rush Alzheimer's Disease Center, Chicago, IL; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL
| | - Lei Yu
- Rush University Medical Center, Rush Alzheimer's Disease Center, Chicago, IL; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL
| | - Lisa L Barnes
- Rush University Medical Center, Rush Alzheimer's Disease Center, Chicago, IL; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL
| | - Robert S Wilson
- Rush University Medical Center, Rush Alzheimer's Disease Center, Chicago, IL; Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL
| | - David A Bennett
- Rush University Medical Center, Rush Alzheimer's Disease Center, Chicago, IL; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL
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Noren Hooten N, Pacheco NL, Smith JT, Evans MK. The accelerated aging phenotype: The role of race and social determinants of health on aging. Ageing Res Rev 2022; 73:101536. [PMID: 34883202 PMCID: PMC10862389 DOI: 10.1016/j.arr.2021.101536] [Citation(s) in RCA: 81] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 11/12/2021] [Accepted: 12/03/2021] [Indexed: 02/06/2023]
Abstract
The pursuit to discover the fundamental biology and mechanisms of aging within the context of the physical and social environment is critical to designing interventions to prevent and treat its complex phenotypes. Aging research is critically linked to understanding health disparities because these inequities shape minority aging, which may proceed on a different trajectory than the overall population. Health disparities are characteristically seen in commonly occurring age-associated diseases such as cardiovascular and cerebrovascular disease as well as diabetes mellitus and cancer. The early appearance and increased severity of age-associated disease among African American and low socioeconomic status (SES) individuals suggests that the factors contributing to the emergence of health disparities may also induce a phenotype of 'premature aging' or 'accelerated aging' or 'weathering'. In marginalized and low SES populations with high rates of early onset age-associated disease the interaction of biologic, psychosocial, socioeconomic and environmental factors may result in a phenotype of accelerated aging biologically similar to premature aging syndromes with increased susceptibility to oxidative stress, premature accumulation of oxidative DNA damage, defects in DNA repair and higher levels of biomarkers of oxidative stress and inflammation. Health disparities, therefore, may be the end product of this complex interaction in populations at high risk. This review will examine the factors that drive both health disparities and the accelerated aging phenotype that ultimately contributes to premature mortality.
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Affiliation(s)
- Nicole Noren Hooten
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Natasha L Pacheco
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Jessica T Smith
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA.
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Lamar M, Leurgans S, Kapasi A, Barnes LL, Boyle PA, Bennett DA, Arfanakis K, Schneider JA. Complex Profiles of Cerebrovascular Disease Pathologies in the Aging Brain and Their Relationship With Cognitive Decline. Stroke 2022; 53:218-227. [PMID: 34601898 PMCID: PMC8712368 DOI: 10.1161/strokeaha.121.034814] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND PURPOSE Cerebrovascular disease (CVD) pathologies including vessel disease (atherosclerosis, arteriolosclerosis, and cerebral amyloid angiopathy) and tissue injury (macroinfarcts and microinfarcts) each contribute to Alzheimer and other forms of dementia. CVD is often a complex mix of neuropathologies, with little known about the frequencies of differing combinations or their associations with cognition. METHODS We investigated 32 possible CVD combinations (3 types of vessel disease and 2 types of tissue injury) using autopsy data from 1474 decedents (≈88 years at death; 65% female) of Rush Alzheimer's Disease Center studies. We determined frequencies of all 32 CVD combinations and their relationships with global and domain-specific cognitive decline using mixed-effect models adjusted for demographics, neuropathologies, time before death, and interactions of these variables with time. RESULTS Of the 1184 decedents with CVD neuropathology (80% of the total sample), 37% had a single CVD (67-148 decedents/group) while 63% had mixed CVD profiles (11-54 decedents/group). When considered as 2 distinct groups, the mixed CVD profile group (but not the single CVD profile group) showed a faster cognitive decline across all domains assessed compared with decedents without CVD neuropathology. Most mixed CVD profiles, especially those involving both atherosclerosis and arteriolosclerosis, showed faster cognitive decline than any single CVD profile considered alone; specific mixed CVD profiles differentially associated with individual cognitive domains. CONCLUSIONS Mixed CVD, more common than single CVD, is associated with cognitive decline, and distinct mixed CVD profiles show domain-specific associations with cognitive decline. CVD is not monolithic but consists of heterogenous person-specific combinations with distinct contributions to cognitive decline.
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Affiliation(s)
- Melissa Lamar
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA;,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Sue Leurgans
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA;,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Alifiya Kapasi
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA;,Department of Pathology, Rush University Medical Center, Chicago, IL, USA
| | - Lisa L. Barnes
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA;,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA;,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Patricia A. Boyle
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA;,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - David A. Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA;,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Konstantinos Arfanakis
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA;,Department of Biomedical Engineering, Chicago, IL, USA;,Department of Diagnostic Radiology and Nuclear Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Julie A. Schneider
- 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 Pathology, Rush University Medical Center, Chicago, IL, USA
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Bennett EE, Kwan A, Gianattasio KZ, Engelman B, Dowling NM, Power MC. Estimation of dementia prevalence at the local level in the United States. ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2021; 7:e12237. [PMID: 35005210 PMCID: PMC8719342 DOI: 10.1002/trc2.12237] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 11/17/2021] [Accepted: 11/19/2021] [Indexed: 01/08/2023]
Abstract
INTRODUCTION Ensuring adequate and equitable distribution of resources to support persons living with dementia relies on understanding the burden and distribution of dementia in a population. Our goal was to develop an approach to estimate dementia prevalence at the local level in the United States using publicly available data. METHODS Our approach combines publicly available data on dementia prevalence and demographic data from the US Census to estimate dementia prevalence. We illustrate this approach by estimating dementia prevalence in persons aged 65 and older in Philadelphia, PA; Chicago, IL; and Atlanta, GA. RESULTS Overall, we estimate the prevalence of dementia among those 65 and older to be 11.9% in Philadelphia, 11.8% Chicago, and 12.3% in Atlanta. Estimates across Philadelphia localities vary from 9.3% to 15.9%. DISCUSSION Our approach provides a cost-effective method to generate estimates of dementia prevalence at the local level. HIGHLIGHTS Brain health needs assessments require understanding of local dementia prevalence.Our approach can be used to estimate dementia prevalence in individual communities.This information can inform decisions about distribution of resources.
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Affiliation(s)
- Erin E. Bennett
- Department of Epidemiology, Milken Institute School of Public HealthGeorge Washington UniversityWashingtonDistrict of ColumbiaUSA
| | - Abraham Kwan
- Department of Epidemiology, Milken Institute School of Public HealthGeorge Washington UniversityWashingtonDistrict of ColumbiaUSA
| | - Kan Z. Gianattasio
- Department of Epidemiology, Milken Institute School of Public HealthGeorge Washington UniversityWashingtonDistrict of ColumbiaUSA
| | - Brittany Engelman
- Department of Epidemiology, Milken Institute School of Public HealthGeorge Washington UniversityWashingtonDistrict of ColumbiaUSA
| | - N. Maritza Dowling
- Department of Acute and Chronic Care, School of NursingGeorge Washington UniversityWashingtonDistrict of ColumbiaUSA
| | - Melinda C. Power
- Department of Epidemiology, Milken Institute School of Public HealthGeorge Washington UniversityWashingtonDistrict of ColumbiaUSA
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Alzheimer disease in African American individuals: increased incidence or not enough data? Nat Rev Neurol 2021; 18:56-62. [PMID: 34873310 PMCID: PMC8647782 DOI: 10.1038/s41582-021-00589-3] [Citation(s) in RCA: 84] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/29/2021] [Indexed: 11/13/2022]
Abstract
Research on racial differences in Alzheimer disease (AD) dementia has increased in recent years. Older African American individuals bear a disproportionate burden of AD and cognitive impairment compared with non-Latino white individuals. Tremendous progress has been made over the past two decades in our understanding of the neurobiological substrates of AD. However, owing to well-documented challenges of study participant recruitment and a persistent lack of biological data in the African American population, knowledge of the drivers of these racial disparities has lagged behind. Therapeutic targets and effective interventions for AD are increasingly sought, but without a better understanding of the disease in African American individuals, any identified treatments and/or cures will evade this rapidly growing at-risk population. In this Perspective, I introduce three key obstacles to progress in understanding racial differences in AD: uncertainty about diagnostic criteria, disparate cross-sectional and longitudinal findings; and a dearth of neuropathological data. I also highlight evidence-informed strategies to move the field forward. In this Perspective, Barnes introduces three key obstacles to progress in our understanding of racial differences in Alzheimer disease and highlights evidence-informed strategies that can move the field forward.
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Glover CM, Capuano AW, Wilson RS, Bennett DA, Barnes LL. Correlates of perceived stress among community-dwelling older African Americans. PLoS One 2021; 16:e0260749. [PMID: 34852017 PMCID: PMC8635343 DOI: 10.1371/journal.pone.0260749] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 11/16/2021] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND The purpose of this study was to identify correlates of perceived stress among older African Americans. METHODS AND FINDINGS Guided by the National Institute on Aging's (NIA) Health Disparities Research Framework, we grouped correlates into four levels-environmental, sociocultural, behavioral, and biological, and performed a cross-sectional analysis using ordinal logistic regression models. Participants included 722 African Americans [mean age = 73.61 years (SD = 6.33)] from the Minority Aging Research Study (MARS). Several protective correlates from environmental (e.g., larger life space), sociocultural (e.g., larger social network size), behavioral (e.g., more purpose in life), and biological (e.g., higher global cognition) levels were associated with a lower odds of having higher levels of perceived stress. CONCLUSIONS Perceived stress was associated with established and novel correlates from every level. Future research is needed to examine how changes in these correlates may impact perceived stress in older African Americans.
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Affiliation(s)
- Crystal M. Glover
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, United States of America
- Department of Psychiatry and Behavioral Sciences, Rush Medical College, Chicago, Illinois, United States of America
| | - Ana W. Capuano
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, United States of America
- Department of Neurological Sciences, Rush Medical College, Chicago, Illinois, United States of America
| | - Robert S. Wilson
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, United States of America
- Department of Psychiatry and Behavioral Sciences, Rush Medical College, Chicago, Illinois, United States of America
- Department of Neurological Sciences, Rush Medical College, Chicago, Illinois, United States of America
| | - David A. Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, United States of America
- Department of Neurological Sciences, Rush Medical College, Chicago, Illinois, United States of America
| | - Lisa L. Barnes
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, United States of America
- Department of Neurological Sciences, Rush Medical College, Chicago, Illinois, United States of America
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Oveisgharan S, Yu L, Poole VN, Evia AM, Barnes LL, Schneider JA, Arfanakis K, Bennett DA, Buchman AS. Association of White Matter Hyperintensities With Pathology and Progression of Parkinsonism in Aging. JAMA Neurol 2021; 78:1494-1502. [PMID: 34724033 PMCID: PMC8561430 DOI: 10.1001/jamaneurol.2021.3996] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 09/13/2021] [Indexed: 12/26/2022]
Abstract
Importance Progressive parkinsonism is common in older adults without a diagnosis of Parkinson disease and is associated with adverse health outcomes, but its pathologic basis is controversial. Objective To examine if the burden of cerebral white matter hyperintensity (WMH), a common manifestation of cerebrovascular disease pathologies, is associated with the rate of progressive parkinsonism. Design, Setting, and Participants This community-based cohort study included participants recruited in 3 ongoing cohorts that began enrollment in 1994, 1997, and 2004. Prior to death, participants were observed for a mean of 7.5 years, with annual clinical assessments. From 4427 participants enrolled in the 3 cohorts, 2134 died. Postmortem autopsy was performed in 1725 decedents, and 598 also had ex vivo brain magnetic resonance imaging. Participants were excluded if they were missing any of the 9 postmortem pathology indices (n = 22) or repeated parkinsonism assessment (n = 41) or had received a clinical diagnosis of Parkinson disease at any point before or during the study (n = 19). Data were analyzed from April 2020 to August 2021. Exposures WMH burden was assessed using a modified Fazekas rating scale. Main Outcomes and Measures Parkinsonism was assessed annually using 26 items of a modified motor portion of the Unified Parkinson's Disease Rating Scale. A summary score was developed from the item scores, with higher scores indicating more severe parkinsonism. Results Of 516 included decedents, 364 (70.5%) were female, and the mean (SD) age at death was 90.2 (6.4) years. Higher WMH was associated with faster progressive parkinsonism (estimate, 0.024; SE, 0.008; P = .002). The attenuation of this association was greater when controlling for indices of cerebrovascular disease pathologies than when controlling for neurodegenerative pathologies (cerebrovascular disease: estimate, 0.019; SE, 0.008; P = .02; neurodegenerative: estimate, 0.022; SE, 0.008; P = .003), but both remained significant. Conclusions and Relevance In this cohort study, higher levels of both WMH and indices of cerebrovascular disease pathologies in aging brains were associated with more rapid progressive parkinsonism. Further studies are needed to determine if in vivo brain imaging of older adults for evidence of WMH and aggressive medical treatment of vascular risk factors and diseases can reduce the occurrence or severity of late-life parkinsonism.
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Affiliation(s)
- Shahram Oveisgharan
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Lei Yu
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Victoria N. Poole
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Diagnostic Radiology and Nuclear Medicine, Rush University Medical Center, Chicago, Illinois
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, Illinois
| | - Arnold M. Evia
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Diagnostic Radiology and Nuclear Medicine, Rush University Medical Center, Chicago, Illinois
| | - Lisa L. Barnes
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
- Department of Behavioral 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
| | - Konstantinos Arfanakis
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Diagnostic Radiology and Nuclear Medicine, Rush University Medical Center, Chicago, Illinois
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago
| | - David A. Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Aron S. Buchman
- 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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Gamboa CJ, Julion WA. Caring in the recruitment of older African American adults with chronic health disease: An integrative review. Chronic Illn 2021; 17:323-346. [PMID: 32098480 DOI: 10.1177/1742395320905666] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVES The aim of this integrative review is to accrue a comprehensive understanding of caring behavioral characteristics in the recruitment of older African-American adults into health-related research studies centered on chronic diseases. METHODS Combined methodologies, Whittemore & Knafl and Kable, Pich & Maslin-Prothero in accordance with preferred items for systematic reviews and meta-analysis, were used to guide the data collection and to report the findings. The data were analyzed based upon recruitment categorization and Kristen Swanson's middle-range theory of caring. RESULTS Ten out of 260 publications comprised the final sample. They were analyzed and then aggregated by chronic illnesses, recruitment activities, contact level, and Swanson's five caring behavioral concepts. Select cancers, diabetes, hypertension, and Alzheimer's disease were the chronic illness foci of eight publications. Cardiovascular disease and stroke were the focus of two publications. Only three studies utilized all five Swanson's caring concepts, and the frequently used concept throughout all 10 studies was enabling. DISCUSSION Recruitment approaches employed to accrue older African-American adults into chronic illness-related research studies necessitate proactive recruitment strategies that incorporate caring behaviors. Future researchers ought to develop multi-modality recruitment strategies to improve older African-American adults' representation.
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Affiliation(s)
- Charlene J Gamboa
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
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Wu CY, Dodge HH, Reynolds C, Barnes LL, Silbert LC, Lim MM, Mattek N, Gothard S, Kaye JA, Beattie Z. In-Home Mobility Frequency and Stability in Older Adults Living Alone With or Without MCI: Introduction of New Metrics. Front Digit Health 2021; 3:764510. [PMID: 34766104 PMCID: PMC8575720 DOI: 10.3389/fdgth.2021.764510] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 09/29/2021] [Indexed: 11/22/2022] Open
Abstract
Background: Older adults spend a considerable amount of time inside their residences; however, most research investigates out-of-home mobility and its health correlates. We measured indoor mobility using room-to-room transitions, tested their psychometric properties, and correlated indoor mobility with cognitive and functional status. Materials and Methods: Community-dwelling older adults living alone (n = 139; age = 78.1 ± 8.6 years) from the Oregon Center for Aging & Technology (ORCATECH) and Minority Aging Research Study (MARS) were included in the study. Two indoor mobility features were developed using non-parametric parameters (frequency; stability): Indoor mobility frequency (room-to-room transitions/day) was detected using passive infrared (PIR) motion sensors fixed on the walls in four geographic locations (bathroom; bedroom; kitchen; living room) and using door contact sensors attached to the egress door in the entrance. Indoor mobility stability was estimated by variances of number of room-to-room transitions over a week. Test-retest reliability (Intra-class coefficient, ICC) and the minimal clinically important difference (MCID) defined as the standard error of measurement (SEM) were generated. Generalized estimating equations models related mobility features with mild cognitive impairment (MCI) and functional status (gait speed). Results: An average of 206 days (±127) of sensor data were analyzed per individual. Indoor mobility frequency and stability showed good to excellent test-retest reliability (ICCs = 0.91[0.88-0.94]; 0.59[0.48-0.70]). The MCIDs of mobility frequency and mobility stability were 18 and 0.09, respectively. On average, a higher indoor mobility frequency was associated with faster gait speed (β = 0.53, p = 0.04), suggesting an increase of 5.3 room-to-room transitions per day was associated with an increase of 10 cm/s gait speed. A decrease in mobility stability was associated with MCI (β = -0.04, p = 0.03). Discussion: Mobility frequency and stability in the home are clinically meaningful and reliable features. Pervasive-sensing systems deployed in homes can objectively reveal cognitive and functional status in older adults who live alone.
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Affiliation(s)
- Chao-Yi Wu
- Department of Neurology, Oregon Health & Science University, Portland, OR, United States
- Oregon Center for Aging & Technology (ORCATECH), Oregon Health & Science University, Portland, OR, United States
| | - Hiroko H. Dodge
- Department of Neurology, Oregon Health & Science University, Portland, OR, United States
- Oregon Center for Aging & Technology (ORCATECH), Oregon Health & Science University, Portland, OR, United States
| | - Christina Reynolds
- Department of Neurology, Oregon Health & Science University, Portland, OR, United States
- Oregon Center for Aging & Technology (ORCATECH), Oregon Health & Science University, Portland, OR, United States
| | - Lisa L. Barnes
- Department of Neurological Sciences, Rush Medical College, Chicago, IL, United States
- Rush Alzheimer's Disease Center, Rush Medical College, Chicago, IL, United States
| | - Lisa C. Silbert
- Department of Neurology, Oregon Health & Science University, Portland, OR, United States
- Oregon Center for Aging & Technology (ORCATECH), Oregon Health & Science University, Portland, OR, United States
- Department of Neurology, Veterans Affairs Portland Health Care System, Portland, OR, United States
| | - Miranda M. Lim
- Department of Neurology, Oregon Health & Science University, Portland, OR, United States
- Department of Neurology, Veterans Affairs Portland Health Care System, Portland, OR, United States
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, United States
- Department of Medicine, Oregon Health & Science University, Portland, OR, United States
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, United States
- National Center for Rehabilitative Auditory Research, Veterans Affairs Portland Health Care System, Portland, OR, United States
| | - Nora Mattek
- Department of Neurology, Oregon Health & Science University, Portland, OR, United States
- Oregon Center for Aging & Technology (ORCATECH), Oregon Health & Science University, Portland, OR, United States
| | - Sarah Gothard
- Department of Neurology, Oregon Health & Science University, Portland, OR, United States
- Oregon Center for Aging & Technology (ORCATECH), Oregon Health & Science University, Portland, OR, United States
| | - Jeffrey A. Kaye
- Department of Neurology, Oregon Health & Science University, Portland, OR, United States
- Oregon Center for Aging & Technology (ORCATECH), Oregon Health & Science University, Portland, OR, United States
| | - Zachary Beattie
- Department of Neurology, Oregon Health & Science University, Portland, OR, United States
- Oregon Center for Aging & Technology (ORCATECH), Oregon Health & Science University, Portland, OR, United States
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Pandey JP, Namboodiri AM, Nietert PJ, Barnes LL, Bennett DA. Inhibitory Fcγ Receptor and Paired Immunoglobulin Type 2 Receptor Alpha Genotypes in Alzheimer's Disease. J Alzheimers Dis 2021; 84:965-968. [PMID: 34602489 DOI: 10.3233/jad-215174] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
We investigated whether FCGRIIB (rs1050501 C/T) and PILRA (rs1859788 A/G) genotypes contributed to the development of Alzheimer's disease (AD). We genotyped 209 African American (AA) and 638 European American (EA) participants for the FCGRIIB and PILRA alleles. In the AA cohort, subjects homozygous for the C allele of FCGRIIB were more than 4 times as likely to develop AD as those homozygous for the alternative T allele. This SNP also interacted with PILRA: participants who were the carriers of the FCGRIIB C allele and PILRA A allele were 3 times as likely to develop AD as those who lacked these alleles.
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Affiliation(s)
- Janardan P Pandey
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, SC, USA
| | - Aryan M Namboodiri
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, SC, USA
| | - Paul J Nietert
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
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Gamboa CJ, Julion WA, Fogg L, Bounds DT. Using Vignette-Based Methodology to Examine Study Recruitment in Older African American Adults: A Methods Paper. J Urban Health 2021; 98:103-114. [PMID: 34322834 PMCID: PMC8501170 DOI: 10.1007/s11524-021-00567-6] [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] [Accepted: 06/15/2021] [Indexed: 10/20/2022]
Abstract
This study's objective was to assess which caring recruitment behaviors correlate with the successful recruitment of older African-American adults-a two-step cross-sectional design employing a vignette-based survey methodology. Kristen Swanson's middle-range theory of caring was used to guide the examination of African-American adults' (65 years of age and older) perceptions of research-study-recruiter recruitment behaviors. This study's main findings are twofold: Step 1: Seven of ten invited experts identified major revisions of the two core vignettes, written at an eighth-grade reading level and high school comprehension. Step 2: A 51% response rate yielded findings that this methodology successfully captured older African-American adults' perception of research study recruiters' behavioral characteristics during the recruitment process. Older African-Americans who received the hypothetical caring vignette were twice as likely to indicate their willingness to enroll in a research study with a high commitment (i.e., brain donation) compared to their counterparts who received the hypothetical uncaring recruitment scenario. Vignette-based survey methodology holds promise as a tool for informing the recruitment of older African-American adults and other minorities into federally funded health-related research studies.
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Affiliation(s)
- Charlene J Gamboa
- College of Nursing, Rush University Medical Center, 600 S. Paulina Street | Suite 1080, Chicago, Illinois, 60612, USA.
| | - Wrenetha A Julion
- College of Nursing, Rush University Medical Center, 600 S. Paulina Street | Suite 1080, Chicago, Illinois, 60612, USA
| | - Louis Fogg
- College of Nursing, Rush University Medical Center, 600 S. Paulina Street | Suite 1080, Chicago, Illinois, 60612, USA
| | - Dawn T Bounds
- University of California, Irvine, Sue & Bill Gross School of Nursing, California, CA, USA
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Ferguson SA, Panos JJ, Sloper D, Varma V, Sarkar S. Alzheimer's disease: a step closer to understanding type 3 diabetes in African Americans. Metab Brain Dis 2021; 36:1803-1816. [PMID: 34021875 DOI: 10.1007/s11011-021-00754-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Accepted: 05/10/2021] [Indexed: 10/21/2022]
Abstract
Alzheimer's disease (AD) is the fourth leading cause of death in the United States and the most common cause of adult-onset dementia. Recent results suggest an increased prevalence and severity in African Americans compared to Caucasians. Our understanding of the potential mechanism(s) underlying this ethnicity difference is limited. We previously described ethnicity-related differences in levels of neurodegenerative proteins and cytokines/chemokines in the BA21 region of African Americans and Caucasians with AD. Here, similar multiplex assays were used to examine those endpoints in patient postmortem cerebrospinal fluid (CSF). Additionally, we measured levels of C-peptide, ghrelin, gastric inhibitory polypeptide (GIP), glucagon-like peptide-1 (GLP-1), glucagon, insulin, leptin, PAI-1, resistin, and visfatin using a human diabetes 10-plex assay. The cytokine and chemokine assays revealed that levels of 26 chemokines or cytokines differed significantly with ethnicity, and three of those were significantly associated with gender. The neurodegenerative disease panel indicated that levels of soluble RAGE were significantly elevated in African Americans compared to Caucasians. All measures in the diabetes disease panel assay were significantly elevated in African Americans: ghrelin, GIP, GLP-1, glucagon, insulin, and visfatin. Through peripheral sample analysis, these results provide further evidence that ethnicity is critically involved in the manifestation of AD.
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Affiliation(s)
- Sherry A Ferguson
- Division of Neurotoxicology, National Center for Toxicological Research/Food and Drug Administration, Jefferson, AR, 72079, USA
| | - John J Panos
- Division of Neurotoxicology, National Center for Toxicological Research/Food and Drug Administration, Jefferson, AR, 72079, USA
| | - Daniel Sloper
- Division of Systems Biology, National Center for Toxicological Research/Food and Drug Administration, Jefferson, AR, 72079, USA
| | - Vijayalakshmi Varma
- Division of Systems Biology, National Center for Toxicological Research/Food and Drug Administration, Jefferson, AR, 72079, USA
| | - Sumit Sarkar
- Division of Neurotoxicology, National Center for Toxicological Research/Food and Drug Administration, Jefferson, AR, 72079, USA.
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Agrawal S, Yu L, Nag S, Arfanakis K, Barnes LL, Bennett DA, Schneider JA. The association of Lewy bodies with limbic-predominant age-related TDP-43 encephalopathy neuropathologic changes and their role in cognition and Alzheimer's dementia in older persons. Acta Neuropathol Commun 2021; 9:156. [PMID: 34563269 PMCID: PMC8466680 DOI: 10.1186/s40478-021-01260-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 09/08/2021] [Indexed: 12/14/2022] Open
Abstract
Lewy bodies (LBs) and limbic-predominant age-related TDP-43 encephalopathy neuropathologic change (LATE-NC) are common in older persons and associated with cognitive impairment. However, little is known about the relationship between LBs and LATE-NC and their combined roles in cognitive impairment and Alzheimer's dementia in community-dwelling participants. The study included 1670 community-based participants (mean age-at-death, 89.5 years (SD = 6.65); 69% females) who underwent annual assessments of cognition to create summary measures of global cognition and cognitive domains and evaluation for Alzheimer's dementia. Systematic neuropathologic evaluations were performed to assess LBs, LATE-NC, and Alzheimer's disease (AD) pathology. We excluded cases with pathologically confirmed frontotemporal lobar degeneration in this study. Logistic and linear regression analyses were used, adjusted for demographics and AD pathology. LBs were present in 428 (25.6%) decedents (29 nigra-predominant, 165 limbic-type, and 234 neocortical-type) while 865 (51.7%) decedents exhibited LATE-NC (307 stage 1, 167 stage 2, and 391 stage 3). LBs combined with LATE-NC were common (15% of all participants) and in those with Alzheimer's dementia (25%). Neocortical-type, but not nigral-predominant or limbic-type LBs increased the odds of stage 2/3 LATE-NC (odds ratio = 1.70; 95% confidence interval = 1.26-2.30). The association between neocortical-type LBs and stage 2/3 LATE-NC was stronger in those under 90 years of age and in women. In analyses of cognition and Alzheimer's dementia, LATE-NC and neocortical-type LBs, separately, were related to lower global cognition, five specific cognitive domains, and an increased odds of Alzheimer's dementia, above and beyond the AD pathology. Limbic-type LBs were related to lower global cognition, and the domains of episodic, working, and semantic memory, and increased odds of Alzheimer's dementia. Furthermore, there was no interaction between limbic/neocortical-type LBs and LATE-NC on cognitive function, cognitive domains, or Alzheimer's dementia. These findings suggest that neocortical-type LBs are associated with LATE-NC, specifically in the younger old and in women. Limbic/neocortical-type LBs and LATE-NC have separate and additive effects on cognitive function and odds of Alzheimer's dementia.
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Affiliation(s)
- Sonal Agrawal
- Rush Alzheimer's Disease Center, Rush University Medical Center, 1750 W. Harrison street, Suite 1000, Chicago, IL, 60612, USA.
- Department of Pathology, Rush University Medical Center, Chicago, IL, USA.
| | - Lei Yu
- Rush Alzheimer's Disease Center, Rush University Medical Center, 1750 W. Harrison street, Suite 1000, Chicago, IL, 60612, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Sukriti Nag
- Rush Alzheimer's Disease Center, Rush University Medical Center, 1750 W. Harrison street, Suite 1000, Chicago, IL, 60612, USA
- Department of Pathology, Rush University Medical Center, Chicago, IL, USA
| | - Konstantinos Arfanakis
- Rush Alzheimer's Disease Center, Rush University Medical Center, 1750 W. Harrison street, Suite 1000, Chicago, IL, 60612, USA
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, 1750 W. Harrison street, Suite 1000, Chicago, IL, 60612, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, 1750 W. Harrison street, Suite 1000, Chicago, IL, 60612, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Julie A Schneider
- Rush Alzheimer's Disease Center, Rush University Medical Center, 1750 W. Harrison street, Suite 1000, Chicago, IL, 60612, USA
- Department of Pathology, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
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122
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Hill NL, Mogle J, Bhargava S, Bratlee-Whitaker E, Wion RK, Sweeder L, Sliwinski M, Barnes LL. Within-Person Associations Among Self-Perceptions of Memory, Depressive Symptoms, and Activity Participation in Older Adults. THE GERONTOLOGIST 2021; 61:1107-1117. [PMID: 33326557 DOI: 10.1093/geront/gnaa208] [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: 07/14/2020] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Self-perceptions of memory problems may impact older adults' mood as well as their activity participation, thereby negatively affecting health and well-being. We examined within-person associations among self-reported memory, depressive symptoms, as well as physical, social, and cognitive activity participation in older adults without cognitive impairment. RESEARCH DESIGN AND METHODS Samples were drawn from the Einstein Aging Study (EAS), National Health and Aging Trends Study (NHATS), Rush Memory and Aging Project (MAP), and Minority Aging Research Study (MARS), with over 8,000 participants (65+ years) included across data sets. In a series of coordinated analyses, multilevel structural equation modeling was used to examine within-person relationships over periods of up to 20 years. RESULTS Across EAS, NHATS, and MAP/MARS samples, we found that older adults' self-perceptions of memory did not directly covary with activity participation over time. However, we did find an indirect association in NHATS such that within-person changes in depressive symptoms were associated with changes in self-reported memory, and these contributed to lower physical as well as social activity participation. DISCUSSION AND IMPLICATIONS Older adults' activity participation is important for health, but maximizing engagement requires understanding potentially impeding factors. We found some evidence that as self-perceptions of memory change over time, associated depressive symptoms may contribute to lower activity participation. Inconsistent findings across data sets, however, suggest future research is needed to understand individual characteristics that may influence these relationships.
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Affiliation(s)
- Nikki L Hill
- College of Nursing, The Pennsylvania State University, University Park, USA
| | - Jacqueline Mogle
- Edna Bennett Pierce Prevention Research Center, The Pennsylvania State University, University Park, USA
| | - Sakshi Bhargava
- College of Nursing, The Pennsylvania State University, University Park, USA
| | | | - Rachel K Wion
- School of Nursing, Indiana University, Indianapolis, USA
| | - Logan Sweeder
- College of Nursing, The Pennsylvania State University, University Park, USA
| | - Martin Sliwinski
- College of Health and Human Development, The Pennsylvania State University, University Park, USA
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush Medical College, Chicago, Illinois, USA
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123
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Siminoff LA, Mash D, Wilson-Genderson M, Gardiner HM, Mosavel M, Barker L. Making a family decision to donate the brain for genomic research: lessons from the genotype-tissue expression project (GTEx). Cell Tissue Bank 2021; 22:431-441. [PMID: 33386465 PMCID: PMC9040537 DOI: 10.1007/s10561-020-09890-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 12/04/2020] [Indexed: 01/15/2023]
Abstract
This study sheds light on the attitudes and circumstances that influence decisions by families to donate the brain of a deceased family member for research. This study, a part of the Genotype-Tissue Expression (GTEx) project, interviewed families of patients who had authorized organ and/or tissue donation for transplantation. A total of 384 family decision makers (FDMs) who decided to donate organs and/or tissues for transplantation were also asked to donate to GTEx. Of these, 297 families were asked to donate their loved one's whole brain and 87 families responded to a hypothetical request for brain donation. The decision to donate the brain to GTEx, actually or hypothetically, was the major outcome measure. The majority of the FDMs would choose to donate the brain, 78%. Unwillingness to donate the brain was associated with four attitudes: (1) the FDM unwillingness to donate their own tissues for research (OR 1.91, 95% CI .67 to 2.96; p = .05), (2) concern with potential for-profit use of tissues (OR 2.12, 95% CI 1.2 to 3.7; p = .008), (3) reported squeamishness about tissue donation (OR 1.34, 95% CI 1.1 to 1.7; p = .006), and (4) belief that FDMs should have a say in how the donated tissues are used (OR 1.36, 95% CI 1.13 to 1.5; p = .01). Organ and tissue donors may present a plenteous source of brains for research. Family concerns about tissue use and collection should be addressed by requesters.
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Affiliation(s)
- Laura A Siminoff
- College of Public Health, Temple University, 1700 N. Broad Street Suite 202 - 2nd Floor, Philadelphia, PA, 19121, USA.
| | - Deborah Mash
- Neurology and Molecular and Cellular Pharmacology, Miller School of Medicine, University of Miami, Miami, USA
| | | | - Heather M Gardiner
- Department of Social and Behavioral Sciences, College of Public Health, Temple University, Philadelphia, USA
| | - Maghboeba Mosavel
- Department of Health Behavior and Policy, Virginia Commonwealth University, Richmond, USA
| | - Laura Barker
- College of Public Health, Temple University, Philadelphia, USA
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124
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Hill NL, Bhargava S, Bratlee-Whitaker E, Turner JR, Brown MJ, Mogle J. Longitudinal Relationships Between Subjective Cognitive Decline and Objective Memory: Depressive Symptoms Mediate Between-Person Associations. J Alzheimers Dis 2021; 83:1623-1636. [PMID: 34420951 DOI: 10.3233/jad-210230] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Subjective cognitive decline (SCD) may be an early indicator of cognitive impairment, but depressive symptoms can confound this relationship. Associations may be influenced by differences between individuals (i.e., between-persons) or how each individual changes in their experiences over time (i.e., within-persons). OBJECTIVE We examined depressive symptoms as a mediator of the between- and within-person associations of SCD and objective memory in older adults. METHODS Coordinated analyses were conducted across four datasets drawn from large longitudinal studies. Samples (range: n = 1,889 to n = 15,841) included participants 65 years of age or older with no dementia at baseline. We used multilevel structural equation modeling to examine the mediation of SCD and objective memory through depressive symptoms, as well as direct relationships among SCD, objective memory, and depressive symptoms. RESULTS Older adults who were more likely to report SCD had lower objective memory on average (between-person associations), and depressive symptoms partially mediated this relationship in three of four datasets. However, changes in depressive symptoms did not mediate the relationship between reports of SCD and declines in objective memory in three of four datasets (within-person associations). CONCLUSION Individual differences in depressive symptoms, and not changes in an individual's depressive symptoms over time, partially explain the link between SCD and objective memory. Older adults with SCD and depressive symptoms may be at greater risk for poor cognitive outcomes. Future research should explore how perceived changes in memory affect other aspects of psychological well-being, and how these relationships influence cognitive decline and Alzheimer's disease risk.
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Affiliation(s)
- Nikki L Hill
- College of Nursing, Pennsylvania State University, University Park, PA, USA
| | - Sakshi Bhargava
- College of Nursing, Pennsylvania State University, University Park, PA, USA
| | | | - Jennifer R Turner
- Edna Bennett Pierce Prevention Research Center, Pennsylvania State University, State College, PA, USA
| | - Monique J Brown
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA.,South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA.,Rural and Minority Health Research Center, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA.,Office of the Study on Aging, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Jacqueline Mogle
- Edna Bennett Pierce Prevention Research Center, Pennsylvania State University, State College, PA, USA
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125
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Bailey M, Anderson S, Hall DA. Parkinson's Disease in African Americans: A Review of the Current Literature. JOURNAL OF PARKINSONS DISEASE 2021; 10:831-841. [PMID: 32417794 PMCID: PMC7458499 DOI: 10.3233/jpd-191823] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Parkinson’s disease (PD) is the second most common neurodegenerative disease, though evidence suggests that this disorder does not affect all racial groups similarly. Research in African Americans, in particular, has been conflicting. Some studies have found similar prevalence rates in African Americans and whites whereas other studies have found much lower prevalence and incidence rates in African Americans. A few studies identify potential factors underlying these discrepancies, including biologic differences as well as disparities in healthcare access. However, African Americans remain underrepresented in research studies, which make understanding the underlying reasons for these differences difficult. The purpose of this paper is to summarize existing research in African Americans with PD, highlight some of the reasons why differences exist in diagnostic rates of PD in this population, and briefly discuss interventions that may need to be made in order to ensure adequate care is provided to these patients.
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Affiliation(s)
- Meagan Bailey
- Rush University Medical Center Department of Neurological Sciences, Chicago, IL, USA
| | - Sharlet Anderson
- Rush University Medical Center Department of Neurological Sciences, Chicago, IL, USA
| | - Deborah A Hall
- Rush University Medical Center Department of Neurological Sciences, Chicago, IL, USA
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126
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Han SD, Lamar M, Fleischman D, Kim N, Bennett DA, Lewis TT, Arfanakis K, Barnes LL. Self-reported experiences of discrimination in older black adults are associated with insula functional connectivity. Brain Imaging Behav 2021; 15:1718-1727. [PMID: 32720182 PMCID: PMC7854830 DOI: 10.1007/s11682-020-00365-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Self-reported experiences of discrimination are associated with a number of negative health outcomes. However, the neurobiological correlates of discrimination remain elusive. Recent neuroimaging work suggests that the amygdala is sensitive to forms of social adversity and the insula is involved in assessments of trust. We hypothesized that functional connectivity (FC) of these brain regions may be associated with discrimination in older Black adults. One-hundred and twenty-four nondemented older Black adults participating in the Minority Aging Research Study or the Clinical Core study of the Rush Alzheimer's Disease Center completed a measure of self-reported experiences of discrimination and a 3T MRI brain scan including structural T1 and resting-state fMRI EPIBOLD sequences. The right and left amygdala and insula regions were anatomically delineated as ROIs according to the Harvard-Oxford Brain Atlas and whole-brain voxelwise FC analyses were conducted using default parameters in the CONN toolbox. In regression analyses controlling for demographics and global cognition, self-reported experiences of discrimination were associated with greater FC between the left insula and the bilateral intracalcarine cortex, weaker FC between the left insula and the left dorsolateral prefrontal cortex, and weaker FC between the right insula and the left supplementary motor area. Amygdala analyses yielded no significant findings. Greater self-reported experiences of discrimination are associated with differential insula functional connectivity in older adults. More specifically, results suggest that discrimination is associated with differential connectivity of a key region (the insula) involved in trust perception.
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Affiliation(s)
- S Duke Han
- Department of Family Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, 90089, USA.
- Department of Neurology, Keck School of Medicine of the University of Southern California, Los Angeles, CA, 90089, USA.
- Department of Psychology, University of Southern California, Los Angeles, CA, 90089, USA.
- School of Gerontology, University of Southern California, Los Angeles, CA, 90089, USA.
| | - Melissa Lamar
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, 60612, USA
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, USA
| | - Debra Fleischman
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, 60612, USA
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, 60612, USA
| | - Namhee Kim
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, 60612, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, 60612, USA
| | - Tené T Lewis
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
| | - Konstantinos Arfanakis
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, USA
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, 60616, USA
- Department of Diagnostic Radiology and Nuclear Medicine, Rush University Medical Center, Chicago, IL, 60612, USA
| | - Lisa L Barnes
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, 60612, USA
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, 60612, USA
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127
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Makkinejad N, Evia AM, Tamhane AA, Javierre-Petit C, Leurgans SE, Lamar M, Barnes LL, Bennett DA, Schneider JA, Arfanakis K. ARTS: A novel In-vivo classifier of arteriolosclerosis for the older adult brain. Neuroimage Clin 2021; 31:102768. [PMID: 34330087 PMCID: PMC8329541 DOI: 10.1016/j.nicl.2021.102768] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 06/17/2021] [Accepted: 07/20/2021] [Indexed: 11/17/2022]
Abstract
Brain arteriolosclerosis, one of the main pathologies of cerebral small vessel disease, is common in older adults and has been linked to lower cognitive and motor function and higher odds of dementia. In spite of its frequency and associated morbidity, arteriolosclerosis can only be diagnosed at autopsy. Therefore, the purpose of this work was to develop an in-vivo classifier of arteriolosclerosis based on brain MRI. First, an ex-vivo classifier of arteriolosclerosis was developed based on features related to white matter hyperintensities, diffusion anisotropy and demographics by applying machine learning to ex-vivo MRI and pathology data from 119 participants of the Rush Memory and Aging Project (MAP) and Religious Orders Study (ROS), two longitudinal cohort studies of aging that recruit non-demented older adults. The ex-vivo classifier showed good performance in predicting the presence of arteriolosclerosis, with an average area under the receiver operating characteristic curve AUC = 0.78. The ex-vivo classifier was then translated to in-vivo based on available in-vivo and ex-vivo MRI data on the same participants. The in-vivo classifier was named ARTS (short for ARTerioloSclerosis), is fully automated, and provides a score linked to the likelihood a person suffers from arteriolosclerosis. The performance of ARTS in predicting the presence of arteriolosclerosis in-vivo was tested in a separate, 91% dementia-free group of 79 MAP/ROS participants and exhibited an AUC = 0.79 in persons with antemortem intervals shorter than 2.4 years. This level of performance in mostly non-demented older adults is notable considering that arteriolosclerosis can only be diagnosed at autopsy. The scan-rescan reproducibility of the ARTS score was excellent, with an intraclass correlation of 0.99, suggesting that application of ARTS in longitudinal studies may show high sensitivity in detecting small changes. Finally, higher ARTS scores in non-demented older adults were associated with greater decline in cognition two years after baseline MRI, especially in perceptual speed which has been linked to arteriolosclerosis and small vessel disease. This finding was shown in a separate group of 369 non-demented MAP/ROS participants and was validated in 72 non-demented Black participants of the Minority Aging Research Study (MARS) and also in 244 non-demented participants of the Alzheimer's Disease Neuroimaging Initiative 2 and 3. The results of this work suggest that ARTS may have broad implications in the advancement of diagnosis, prevention and treatment of arteriolosclerosis. ARTS is publicly available at https://www.nitrc.org/projects/arts/.
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Affiliation(s)
- Nazanin Makkinejad
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA
| | - Arnold M Evia
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Ashish A Tamhane
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Carles Javierre-Petit
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA
| | - Sue E Leurgans
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Melissa Lamar
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA; Dept. of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, 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; Dept. of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Julie A Schneider
- 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 Pathology, Rush University Medical Center, Chicago, IL, USA
| | - Konstantinos Arfanakis
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA; Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA; Dept. of Diagnostic Radiology & Nuc Med, Rush University Medical Center, Chicago, IL, USA.
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128
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Han SD, Barnes LL, Leurgans S, Yu L, Stewart CC, Lamar M, Glover CM, Bennett DA, Boyle PA. Susceptibility to Scams in Older Black and White Adults. Front Psychol 2021; 12:685258. [PMID: 34322065 PMCID: PMC8311557 DOI: 10.3389/fpsyg.2021.685258] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 06/11/2021] [Indexed: 11/13/2022] Open
Abstract
Previous reports on racial differences in scam susceptibility have yielded mixed findings, and few studies have examined reasons for any observed race differences. Older Black and White participants without dementia (N = 592) from the Minority Aging Research Study and the Rush Memory and Aging Project who completed a susceptibility to scam questionnaire and other measures were matched according to age, education, sex, and global cognition using Mahalanobis distance. In adjusted models, older Black adults were less susceptible to scams than older White adults (Beta = -0.2496, SE = 0.0649, p = 0.0001). Contextual factors did not mediate and affective factors did not moderate this association. Analyses of specific items revealed Black adults had greater knowledge of scam targeting of older adults and were less likely to pick up the phone for unidentified callers. Older Black adults are less susceptible to scams than demographically-matched older White adults, although the reasons remain unknown.
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Affiliation(s)
- S Duke Han
- Department of Family Medicine, University of Southern California, Los Angeles, CA, United States.,Department of Neurology, University of Southern California, Los Angeles, CA, United States.,Department of Psychology, University of Southern California, Los Angeles, CA, United States.,School of Gerontology, University of Southern California, Los Angeles, CA, United States.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States.,Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, United States.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Lisa L Barnes
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States.,Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, United States.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Sue Leurgans
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, United States.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Lei Yu
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, United States.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Christopher C Stewart
- Department of Neurology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Melissa Lamar
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States.,Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, United States
| | - Crystal M Glover
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States.,Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, United States.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, United States.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Patricia A Boyle
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States.,Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, United States
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129
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Bailey M, Shulman LM, Ryan D, Ouyang B, Shulman JM, Buchman AS, Bennett DA, Barnes LL, Hall DA. Frequency of Parkinsonism and Parkinson Disease in African Americans in the Chicago Community. J Gerontol A Biol Sci Med Sci 2021; 76:1340-1345. [PMID: 33631006 PMCID: PMC8202152 DOI: 10.1093/gerona/glab042] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND There is paucity of data about African American (AA) patients with Parkinson's disease (PD) and parkinsonism which may precede PD in older adults. Prior studies suggest that there are lower rates of PD in the AA population, with more cognitive impairment in AA with PD. This study aimed to investigate differences in PD, parkinsonism, and cognition between White and AA populations in 3 longitudinal epidemiologic cohort studies of aging. METHODS This study examined parkinsonism, PD frequency, and cognition of community-dwelling older individuals in 3 longitudinal epidemiologic cohort studies. Parkinsonism was based on an exam utilizing the modified Unified Parkinson's Disease Rating Scale performed by a nurse. PD was based on self-report, medications used for treatment of PD, and examination findings. Cognition was assessed using 19 performance-based tests that assess 5 cognitive domains. RESULTS AA participants were less likely to have parkinsonism compared to Whites, even with age and gender differences. Frequency of PD was not significant between groups. AA were more likely to have lower cognitive scores as compared to Whites. AA were less likely to have parkinsonism even with controlling for cognitive differences between groups. CONCLUSIONS Parkinsonian signs are present among AA in the community at lower rates than in White individuals. Cognitive profiles of AA and Whites with parkinsonism may be different, suggesting differing contributions of pathology to cognitive decline and parkinsonism between groups. Additional research is needed to understand the progression of parkinsonism to PD, as well as to understanding the cognitive differences in AA with parkinsonism.
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Affiliation(s)
- Meagan Bailey
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Lisa M Shulman
- Department of Neurology, University of Maryland School of Medicine, Baltimore, USA
| | - Diane Ryan
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Bichun Ouyang
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Joshua M Shulman
- Department of Neurology, Baylor College of Medicine and Jan and Dan Duncan Neurological Research Institute, Houston, Texas, USA
| | - Aron S Buchman
- Department of Neurological Sciences, Rush Alzheimer’s Disease Center, Chicago, Illinois, USA
| | - David A Bennett
- Department of Neurological Sciences, Rush Alzheimer’s Disease Center, Chicago, Illinois, USA
| | - Lisa L Barnes
- Department of Neurological Sciences, Rush Alzheimer’s Disease Center, Chicago, Illinois, USA
| | - Deborah A Hall
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
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Oveisgharan S, Capuano AW, Nag S, Agrawal S, Barnes LL, Bennett DA, Arvanitakis Z, Schneider JA. Association of Hemoglobin A1C With TDP-43 Pathology in Community-Based Elders. Neurology 2021; 96:e2694-e2703. [PMID: 33853892 PMCID: PMC8205465 DOI: 10.1212/wnl.0000000000012025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 03/03/2021] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To test the hypothesis that an inverse association exists between diabetes mellitus (DM) and hemoglobin A1C (A1C) with transactive response DNA binding protein 43 (TDP-43) levels in older adults. METHODS We leveraged antemortem and postmortem data of decedents from 3 community-based clinical-pathologic studies. DM status, A1C levels, and medications for DM were documented annually. TDP-43 cytoplasmic inclusions, evaluated in 6 brain regions using immunohistochemistry, were used to obtain a semiquantitative TDP-43 score (0-5) in each region, and scores were averaged across regions to obtain a TDP-43 severity score. We used linear regressions to test the association of DM and A1C with the TDP-43 severity score. RESULTS On average, participants (n = 817) were 90 years old at the time of death, three-fourths were women, and one-fourth had DM. The mean A1C was 6.0% (SD 0.6). TDP-43 was observed in 54% of participants, and the mean TDP-43 score was 0.7 (range 0-4.5). A higher level of A1C was associated with a lower TDP-43 score (estimate -0.156, SE 0.060, p = 0.009), while DM had a borderline inverse association with the TDP-43 score (estimate -0.163, SE 0.087, p = 0.060). The association of higher levels of A1C with lower TDP-43 scores persisted after further adjustment by APOE ε4, vascular risk factors, stroke, and hypoglycemic medications. Exclusion of the oldest old participants did not change the results. CONCLUSION Overall, the results suggest that a high level of A1C is associated with less TDP-43 proteinopathy in older persons while the relationship of DM with TDP-43 needs further study.
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Affiliation(s)
- Shahram Oveisgharan
- From the Rush Alzheimer's Disease Center (S.O., A.W.C., S.N., S.A., L.L.B., D.A.B., Z.A., J.A.S.) and Departments of Neurological Sciences (S.O., A.W.C., L.L.B., D.A.B., Z.A., J.A.S.), Pathology (S.N., S.A., J.A.S.), and Behavioral Sciences (L.L.B.), Rush University Medical Center, Chicago, IL.
| | - Ana W Capuano
- From the Rush Alzheimer's Disease Center (S.O., A.W.C., S.N., S.A., L.L.B., D.A.B., Z.A., J.A.S.) and Departments of Neurological Sciences (S.O., A.W.C., L.L.B., D.A.B., Z.A., J.A.S.), Pathology (S.N., S.A., J.A.S.), and Behavioral Sciences (L.L.B.), Rush University Medical Center, Chicago, IL
| | - Sukriti Nag
- From the Rush Alzheimer's Disease Center (S.O., A.W.C., S.N., S.A., L.L.B., D.A.B., Z.A., J.A.S.) and Departments of Neurological Sciences (S.O., A.W.C., L.L.B., D.A.B., Z.A., J.A.S.), Pathology (S.N., S.A., J.A.S.), and Behavioral Sciences (L.L.B.), Rush University Medical Center, Chicago, IL
| | - Sonal Agrawal
- From the Rush Alzheimer's Disease Center (S.O., A.W.C., S.N., S.A., L.L.B., D.A.B., Z.A., J.A.S.) and Departments of Neurological Sciences (S.O., A.W.C., L.L.B., D.A.B., Z.A., J.A.S.), Pathology (S.N., S.A., J.A.S.), and Behavioral Sciences (L.L.B.), Rush University Medical Center, Chicago, IL
| | - Lisa L Barnes
- From the Rush Alzheimer's Disease Center (S.O., A.W.C., S.N., S.A., L.L.B., D.A.B., Z.A., J.A.S.) and Departments of Neurological Sciences (S.O., A.W.C., L.L.B., D.A.B., Z.A., J.A.S.), Pathology (S.N., S.A., J.A.S.), and Behavioral Sciences (L.L.B.), Rush University Medical Center, Chicago, IL
| | - David A Bennett
- From the Rush Alzheimer's Disease Center (S.O., A.W.C., S.N., S.A., L.L.B., D.A.B., Z.A., J.A.S.) and Departments of Neurological Sciences (S.O., A.W.C., L.L.B., D.A.B., Z.A., J.A.S.), Pathology (S.N., S.A., J.A.S.), and Behavioral Sciences (L.L.B.), Rush University Medical Center, Chicago, IL
| | - Zoe Arvanitakis
- From the Rush Alzheimer's Disease Center (S.O., A.W.C., S.N., S.A., L.L.B., D.A.B., Z.A., J.A.S.) and Departments of Neurological Sciences (S.O., A.W.C., L.L.B., D.A.B., Z.A., J.A.S.), Pathology (S.N., S.A., J.A.S.), and Behavioral Sciences (L.L.B.), Rush University Medical Center, Chicago, IL
| | - Julie A Schneider
- From the Rush Alzheimer's Disease Center (S.O., A.W.C., S.N., S.A., L.L.B., D.A.B., Z.A., J.A.S.) and Departments of Neurological Sciences (S.O., A.W.C., L.L.B., D.A.B., Z.A., J.A.S.), Pathology (S.N., S.A., J.A.S.), and Behavioral Sciences (L.L.B.), Rush University Medical Center, Chicago, IL
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Kim N, Arfanakis K, Leurgans SE, Yang J, Fleischman DA, Han SD, Aggarwal NT, Lamar M, Yu L, Poole VN, Bennett DA, Barnes LL. Bootstrap approach for meta-synthesis of MRI findings from multiple scanners. J Neurosci Methods 2021; 360:109229. [PMID: 34052288 DOI: 10.1016/j.jneumeth.2021.109229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 05/02/2021] [Accepted: 05/22/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Neuroimaging data from large epidemiologic cohort studies often come from multiple scanners. The variations of MRI measurements due to differences in magnetic field strength, image acquisition protocols, and scanner vendors can influence the interpretation of aggregated data. The purpose of the present study was to compare methods that meta-analyze findings from a small number of different MRI scanners. METHODS We proposed a bootstrap resampling method using individual participant data and compared it with two common random effects meta-analysis methods, DerSimonian-Laird and Hartung-Knapp, and a conventional pooling method that combines MRI data from different scanners. We first performed simulations to compare the power and coverage probabilities of the four methods in the absence and presence of scanner effects on measurements. We then examined the association of age with white matter hyperintensity (WMH) volumes from 787 participants. RESULTS In simulations, the bootstrap approach performed better than the other three methods in terms of coverage probability and power when scanner differences were present. However, the bootstrap approach was consistent with pooling, the optimal approach, when scanner differences were absent. In the association of age with WMH volume, we observed that age was significantly associated with WMH volumes using the bootstrap approach, pooling, and the DerSimonian-Laird method, but not using the Hartung-Knapp method (p < 0.0001 for the bootstrap approach, DerSimonian-Laird, and pooling but p = 0.1439 for the Hartung-Knapp approach). CONCLUSION The bootstrap approach using individual participant data is suitable for integrating outcomes from multiple MRI scanners regardless of absence or presence of scanner effects on measurements.
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Affiliation(s)
- Namhee Kim
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, United States; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, 60612, United States.
| | - Konstantinos Arfanakis
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, United States; Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, 60616, United States; Department of Diagnostic Radiology and Nuclear Medicine, Rush University Medical Center, Chicago, IL, 60612, United States
| | - Sue E Leurgans
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, United States; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, 60612, United States
| | - Jingyun Yang
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, United States; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, 60612, United States
| | - Debra A Fleischman
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, United States; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, 60612, United States; Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL 60612, United States
| | - S Duke Han
- Department of Family Medicine, University of Southern California, Los Angeles, CA, 90089, United States; Department of Neurology, University of Southern California, Los Angeles, CA, 90089, United States; Department of Psychology, University of Southern California, Los Angeles, CA, 90089, United States; School of Gerontology, University of Southern California, Los Angeles, CA, 90089, United States
| | - Neelum T Aggarwal
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, United States; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, 60612, United States
| | - Melissa Lamar
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, United States; Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL 60612, United States
| | - Lei Yu
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, United States; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, 60612, United States
| | - Victoria N Poole
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, United States; Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL, 60612, United States
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, United States; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, 60612, United States
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, United States; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, 60612, United States; Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL 60612, United States
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George KM, Gilsanz P, Peterson RL, Barnes LL, DeCarli CS, Mayeda ER, Mungas DM, Whitmer RA. Impact of Cardiovascular Risk Factors in Adolescence, Young Adulthood, and Midlife on Late-Life Cognition: Study of Healthy Aging in African Americans. J Gerontol A Biol Sci Med Sci 2021; 76:1692-1698. [PMID: 34387334 DOI: 10.1093/gerona/glab143] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Midlife cardiovascular risk factors (CVRFs) increase risk of dementia. Black Americans experience an elevated prevalence of CVRFs and dementia. However, little is known of how CVRFs prior to midlife affect late-life cognition. We examined CVRFs in adolescence, young adulthood, and midlife with late-life cognition in the Study of Healthy Aging in African Americans (STAR). METHOD STAR assesses cognitive aging among 764 Black Americans aged ≥50 (mean age = 69; SD = 9; range = 53-95). Participants' body mass index, blood pressure, glucose, and total cholesterol were collected during Multiphasic Health Checkups (MHC; 1964-1985). At STAR baseline (2018-2019), executive function, verbal episodic memory, and semantic memory were measured using the Spanish and English Neuropsychological Assessment Scales. Linear regression models examined associations between CVRFs and cognition adjusting for demographics and years since MHC. RESULTS At MHC, 36% of participants had 1 CVRF and 26% had ≥2. Twenty-two percent of participants were adolescents (age 12-20), 62% young adults (age 21-34), and 16% midlife adults (age 35-56). Overweight/obesity was not associated with cognition. Hypertension was associated with worse executive function (β [95% CI]: -0.14 [-0.28, -0.0003]) and verbal episodic memory (β [95% CI]: -0.22 [-0.37, -0.07]) compared to normotension. Diabetes was associated with worse executive function (β [95% CI]: -0.43 [-0.83, -0.03]). Having ≥2 CVRFs (vs 0) was associated with worse executive function (β [95% CI]: -0.19 [-0.34, -0.03]) and verbal episodic memory (β [95% CI]: -0.25 [-0.41, -0.08]). Adolescents with hypertension had lower late-life executive function compared to normotensive adolescents (β [95% CI]: -0.39 [-0.67, -0.11]). Young adulthood hypertension (β [95% CI]: -0.29 [-0.49, -0.09]) and midlife hyperlipidemia (β [95% CI]: -0.386 [-0.70, -0.02]) were associated with lower verbal episodic memory. CONCLUSIONS Among Black Americans, life-course CVRFs were associated with poorer executive function and verbal episodic memory emphasizing the importance of cardiovascular health on the aging brain.
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Affiliation(s)
- Kristen M George
- Department of Neurology, University of California Davis School of Medicine, Sacramento, USA
| | - Paola Gilsanz
- Kaiser Permanente Division of Research, Oakland, California, USA
| | - Rachel L Peterson
- Department of Neurology, University of California Davis School of Medicine, Sacramento, USA
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush Medical College, Chicago, Illinois, USA
| | - Charles S DeCarli
- Department of Neurology, University of California Davis School of Medicine, Sacramento, USA
| | - Elizabeth Rose Mayeda
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, USA
| | - Dan M Mungas
- Department of Neurology, University of California Davis School of Medicine, Sacramento, USA
| | - Rachel A Whitmer
- Department of Neurology, University of California Davis School of Medicine, Sacramento, USA.,Kaiser Permanente Division of Research, Oakland, California, USA.,Department of Public Health Sciences, University of California Davis School of Medicine, Sacramento, USA
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Mogle J, Hill NL, Bratlee-Whitaker E, Bhargava S. Within-Person Associations of Self-Reports of Memory Impairment and Depressive Symptoms in Older Adults: Moderation of Relationships Over Time by Personality. J Gerontol B Psychol Sci Soc Sci 2021; 77:300-311. [PMID: 33959767 DOI: 10.1093/geronb/gbab080] [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: 11/10/2020] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVES The current study examined within-person associations of self-reports of impaired current memory functioning and perceived decline with depressive symptoms in older adults without cognitive impairment, and whether these associations were moderated by individuals' levels of neuroticism, conscientiousness, and extraversion. METHODS Samples were drawn from the Einstein Aging Study (EAS), Rush Memory and Aging Project (MAP), Minority Aging Research Study (MARS), Health and Retirement Study (HRS), and National Health and Aging Trends Study (NHATS), with over 8,000 participants (65+ years) included across datasets. In a series of coordinated analyses, multilevel linear models tested within-person relationships over periods of up to 22 years. RESULTS Across HRS and NHATS samples, self-reports of impaired current memory functioning covaried with depressive symptoms over time. This association was moderated by neuroticism, such that the association was stronger for individuals with higher levels of neuroticism. Across all samples, perceived memory decline covaried with depressive symptoms over time. This association was moderated by neuroticism in MAP/MARS, HRS, and NHATS, such that the association was stronger for individuals with higher levels of neuroticism. DISCUSSION Self-reports of impaired current memory functioning and perceived memory decline are important determinants of older adults' psychological well-being. In our results, at times when older adults perceive poorer memory functioning or decline, they also tend to report more depressive symptoms. Further, results from two larger datasets suggest that individuals' level of neuroticism may determine the extent to which self-reports of memory impairment and depressive symptoms covary over time.
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Affiliation(s)
- Jacqueline Mogle
- Edna Bennett Pierce Prevention Research Center, The Pennsylvania State University, University Park, PA
| | - Nikki L Hill
- College of Nursing, The Pennsylvania State University, University Park, PA
| | | | - Sakshi Bhargava
- College of Nursing, The Pennsylvania State University, University Park, PA
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Arfanakis K, Evia AM, Leurgans SE, Cardoso LFC, Kulkarni A, Alqam N, Lopes LF, Vieira D, Bennett DA, Schneider JA. Neuropathologic Correlates of White Matter Hyperintensities in a Community-Based Cohort of Older Adults. J Alzheimers Dis 2021; 73:333-345. [PMID: 31771057 PMCID: PMC6996196 DOI: 10.3233/jad-190687] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
BACKGROUND The association of white matter hyperintensities (WMH) with age-related vascular and neurodegenerative pathologies remains incompletely understood. OBJECTIVE The objective of this work was to elucidate the neuropathologic correlates of WMH in a large community-based cohort of older adults. METHODS Cerebral hemispheres from 603 community-based older adults were imaged with MRI ex vivo. All participants underwent annual clinical evaluation, cognitive assessment, and neuropathologic examination. WMH burden was assessed using a modified Fazekas rating scale. Multiple ordinal logistic regression was used to test the association of WMH burden with an array of age-related neuropathologies, adjusting for demographics. Mixed effects models of cognition controlling for neuropathologies and demographics were used to determine whether WMH burden contributes to cognitive decline beyond measured pathologies. RESULTS WMH burden in the whole group was associated with both vascular and Alzheimer's disease (AD) pathologies: arteriolosclerosis (p < 10-4), gross (p < 10-4), and microscopic infarcts (p = 0.04), and amyloid-β plaques (p = 0.028). In non-demented participants (mild or no cognitive impairment) (N = 332), WMH burden was related to gross infarcts (p = 10-4) and arteriolosclerosis (p < 10-4), but not to AD pathology. Similarly, in those with no cognitive impairment (N = 178), WMH burden was related to gross infarcts (p = 8×10-4) and arteriolosclerosis (p = 0.014). WMH burden was associated with faster decline in perceptual speed in both the whole (p = 0.038) and non-demented (p = 0.006) groups. CONCLUSION WMH burden has independent associations with vascular pathologies in older adults regardless of clinical status, and with AD pathology later in the progression of AD. Moreover, WMH burden may reflect additional tissue injury not captured with traditional neuropathologic indices.
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Affiliation(s)
- Konstantinos Arfanakis
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA.,Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Diagnostic Radiology and Nuclear Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Arnold M Evia
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA
| | - Sue E Leurgans
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Luis F C Cardoso
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA
| | - Arman Kulkarni
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA
| | - Nabil Alqam
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA
| | - Lucas F Lopes
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA
| | - Diego Vieira
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Julie A Schneider
- 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 Pathology, Rush University Medical Center, Chicago, IL, USA
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Oveisgharan S, Yu L, Capuano A, Arvanitakis Z, Barnes LL, Schneider JA, Bennett DA, Buchman AS. Late-Life Vascular Risk Score in Association With Postmortem Cerebrovascular Disease Brain Pathologies. Stroke 2021; 52:2060-2067. [PMID: 33840227 DOI: 10.1161/strokeaha.120.030226] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
BACKGROUND AND PURPOSE The general cardiovascular Framingham risk score (FRS) identifies adults at increased risk for stroke. We tested the hypothesis that baseline FRS is associated with the presence of postmortem cerebrovascular disease (CVD) pathologies. METHODS We studied the brains of 1672 older decedents with baseline FRS and measured CVD pathologies including macroinfarcts, microinfarcts, atherosclerosis, arteriolosclerosis, and cerebral amyloid angiopathy. We employed a series of logistic regressions to examine the association of baseline FRS with each of the 5 CVD pathologies. RESULTS Average age at baseline was 80.5±7.0 years and average age at death was 89.2±6.7 years. A higher baseline FRS was associated with higher odds of macroinfarcts (odds ratio, 1.10 [95% CI, 1.07-1.13], P<0.001), microinfarcts (odds ratio, 1.04 [95% CI, 1.01-1.07], P=0.009), atherosclerosis (odds ratio, 1.07 [95% CI, 1.04-1.11], P<0.001), and arteriolosclerosis (odds ratio, 1.04 [95% CI, 1.01-1.07], P=0.005). C statistics for these models ranged from 0.537 to 0.595 indicating low accuracy for predicting CVD pathologies. FRS was not associated with the presence of cerebral amyloid angiopathy. CONCLUSIONS A higher FRS score in older adults is associated with higher odds of some, but not all, CVD pathologies, with low discrimination at the individual level. Further work is needed to develop a more robust risk score to identify adults at risk for accumulating CVD pathologies.
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Affiliation(s)
- Shahram Oveisgharan
- Rush Alzheimer's Disease Center (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL.,Department of Neurological Sciences (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL
| | - Lei Yu
- Rush Alzheimer's Disease Center (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL.,Department of Neurological Sciences (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL
| | - Ana Capuano
- Rush Alzheimer's Disease Center (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL.,Department of Neurological Sciences (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL
| | - Zoe Arvanitakis
- Rush Alzheimer's Disease Center (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL.,Department of Neurological Sciences (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL.,Department of Neurological Sciences (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL.,Department of Behavioral Sciences (L.L.B.), Rush University Medical Center, Chicago, IL
| | - Julie A Schneider
- Rush Alzheimer's Disease Center (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL.,Department of Neurological Sciences (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL.,Department of Pathology (J.A.S.), Rush University Medical Center, Chicago, IL
| | - David A Bennett
- Rush Alzheimer's Disease Center (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL.,Department of Neurological Sciences (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL
| | - Aron S Buchman
- Rush Alzheimer's Disease Center (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL.,Department of Neurological Sciences (S.O., L.Y., A.C., Z.A., L.L.B., J.A.S., D.A.B., A.S.B.), Rush University Medical Center, Chicago, IL
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Pandey JP, Nietert PJ, Kothera RT, Barnes LL, Bennett DA. Interactive Effects of HLA and GM Alleles on the Development of Alzheimer Disease. Neurol Genet 2021; 7:e565. [PMID: 33898740 PMCID: PMC8063623 DOI: 10.1212/nxg.0000000000000565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 12/22/2020] [Indexed: 11/15/2022]
Abstract
OBJECTIVE We investigated whether particular immunoglobulin GM (γ marker) alleles-individually or epistatically with a known human leukocyte antigen (HLA) risk allele-were associated with the development of Alzheimer disease (AD). METHODS Using a prospective cohort study design, we genotyped DNA samples from 209 African American (AA) and 638 European American (EA) participants for IgG1 (GM 3 and GM 17), IgG2 (GM 23+ and GM 23-), and HLA-DRB1 rs9271192 (A/C) alleles by TaqMan and rhAMP genotyping assays. RESULTS In EA subjects, none of the GM or HLA alleles-individually or epistatically-were associated with time to development of AD. In AA subjects, GM and HLA alleles individually were not associated with time to development of AD. However, there was a significant interaction: In the presence of GM 3 (i.e., GM 3/3 and GM 3/17 subjects), the presence of the HLA-C allele was associated with a 4-fold increase in the likelihood of developing AD compared with its absence (hazard ratio [HR] 4.17, 95% CI, 1.28-13.58). In the absence of GM 3 (GM 17/17 subjects), however, the presence of the HLA-C allele was not associated with time to development of AD (HR 1.10, 95% CI, 0.50-2.41). CONCLUSIONS These results show that particular GM and HLA alleles epistatically contribute to the development of AD.
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Affiliation(s)
- Janardan P. Pandey
- From the Department of Microbiology and Immunology (J.P.P., R.T.K.) and Department of Public Health, Sciences (P.J.N.), Medical University of South Carolina, Charleston; and Rush Alzheimer's Disease Center (L.L.B., D.A.B.), Rush University Medical Center, Chicago, IL
| | - Paul J. Nietert
- From the Department of Microbiology and Immunology (J.P.P., R.T.K.) and Department of Public Health, Sciences (P.J.N.), Medical University of South Carolina, Charleston; and Rush Alzheimer's Disease Center (L.L.B., D.A.B.), Rush University Medical Center, Chicago, IL
| | - Ronald T. Kothera
- From the Department of Microbiology and Immunology (J.P.P., R.T.K.) and Department of Public Health, Sciences (P.J.N.), Medical University of South Carolina, Charleston; and Rush Alzheimer's Disease Center (L.L.B., D.A.B.), Rush University Medical Center, Chicago, IL
| | - Lisa L. Barnes
- From the Department of Microbiology and Immunology (J.P.P., R.T.K.) and Department of Public Health, Sciences (P.J.N.), Medical University of South Carolina, Charleston; and Rush Alzheimer's Disease Center (L.L.B., D.A.B.), Rush University Medical Center, Chicago, IL
| | - David A. Bennett
- From the Department of Microbiology and Immunology (J.P.P., R.T.K.) and Department of Public Health, Sciences (P.J.N.), Medical University of South Carolina, Charleston; and Rush Alzheimer's Disease Center (L.L.B., D.A.B.), Rush University Medical Center, Chicago, IL
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137
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Buchman AS, Yu L, Oveisgharan S, Farfel JM, Schneider JA, Bennett DA. Person-Specific Contributions of Brain Pathologies to Progressive Parkinsonism in Older Adults. J Gerontol A Biol Sci Med Sci 2021; 76:615-621. [PMID: 32720690 PMCID: PMC8240996 DOI: 10.1093/gerona/glaa176] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Mixed-brain pathologies are the most common cause of progressive parkinsonism in older adults. We tested the hypothesis that the impact of individual pathologies associated with progressive parkinsonism differs among older adults. METHODS Data were from 1089 decedents who had undergone annual clinical testing and autopsy. Parkinsonism was based on a modified United Parkinson's Disease Rating Scale. Linear mixed-effects models were employed, to investigate the combinations of 9 pathologies related to progressive parkinsonism. Then we estimated the person-specific contributions of each pathology for progressive parkinsonism. RESULTS The average participant showed 3 pathologies. Parkinson's disease (PD) and 4 cerebrovascular pathologies (macroinfarcts, atherosclerosis, arteriolosclerosis, and cerebral amyloid angiopathy [CAA]), but not Alzheimer's disease, TDP-43, hippocampal sclerosis, and microinfarcts, were independently associated with progressive parkinsonism. These pathologies accounted for 13% of additional variance of progressive parkinsonism. Thirty-one different combinations of these 5 pathologies were observed to be associated with progressive parkinsonism observed. On average, PD and CAA accounted, respectively, for 66% and 65% of person-specific progression of parkinsonism, while macroinfarcts, atherosclerosis, and arteriolosclerosis accounted for 41%-48%. CONCLUSION There is much greater heterogeneity in the comorbidity and relative impact of individual brain pathologies affecting progressive parkinsonism than previously recognized and this may account in part for its phenotypic heterogeneity in older adults.
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Affiliation(s)
- Aron S Buchman
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Lei Yu
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Shahram Oveisgharan
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Jose M Farfel
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Pathology, Rush University Medical Center, Chicago, Illinois
| | - Julie A Schneider
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Pathology, Rush University Medical Center, Chicago, Illinois
| | - 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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138
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Pugh E, De Vito A, Divers R, Robinson A, Weitzner DS, Calamia M. Social factors that predict cognitive decline in older African American adults. Int J Geriatr Psychiatry 2021; 36:403-410. [PMID: 32946627 DOI: 10.1002/gps.5435] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 09/16/2020] [Indexed: 11/10/2022]
Abstract
OBJECTIVES Projections from the United States Census Bureau suggest that the African American population may be the fastest growing race over the next 30 years and that they may be at the highest risk for developing dementia later in life. Various social factors have been shown to be associated with cognitive function and health outcomes. The present study aims to evaluate the relationship between social engagement and cognitive decline in a cohort of older African American adults. METHODS We utilized multilevel modeling to examine the association between cognitive decline and social engagement in a sample of 617 older African American adults. RESULTS Social activity was associated with global cognition, perceptual speed, perceptual orientation, and episodic memory over time. Loneliness was associated with better semantic memory performance over time. Perceived discrimination was associated with better semantic memory performance over time. Larger social network was associated with worse perceptual speed scores over time. CONCLUSIONS Although our findings on loneliness and perceived discrimination over time were inconsistent with prior research, our findings on social activity and social network size over time were consistent with past literature and are thought to be due to positive social interactions providing a catalyst for cognitively stimulating activities. These results suggest that interventions designed to preserve cognition in African American older adults should incorporate adequate social activity. Furthermore, to maximize effectiveness, interventions should not necessarily focus on just expanding one's social network.
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Affiliation(s)
- Erika Pugh
- Department of Psychology, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Alyssa De Vito
- Department of Psychology, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Ross Divers
- Department of Psychology, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Anthony Robinson
- Department of Psychology, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Daniel S Weitzner
- Department of Psychology, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Matthew Calamia
- Department of Psychology, Louisiana State University, Baton Rouge, Louisiana, USA
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139
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Agrawal S, Yu L, Kapasi A, James BD, Arfanakis K, Barnes LL, Bennett DA, Nag S, Schneider JA. Limbic-predominant age-related TDP-43 encephalopathy neuropathologic change and microvascular pathologies in community-dwelling older persons. Brain Pathol 2021; 31:e12939. [PMID: 33624322 PMCID: PMC8363209 DOI: 10.1111/bpa.12939] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 01/08/2021] [Accepted: 01/11/2021] [Indexed: 12/12/2022] Open
Abstract
Limbic-predominant age-related transactive response DNA-binding protein 43 (TDP-43) encephalopathy neuropathologic change (LATE-NC) and microvascular pathologies, including microinfarcts, cerebral amyloid angiopathy (CAA), and arteriolosclerosis are common in old age. A relationship between LATE-NC and arteriolosclerosis has been reported in some but not all studies. The objectives of this study were to investigate the frequency of co-occurring LATE-NC and microvascular pathologies and test the hypothesis that arteriolosclerosis, specifically, is related to LATE-NC in brains from community-dwelling older persons. Analyses included 749 deceased participants with completed data on LATE-NC and microvascular pathology from 3 longitudinal clinical pathologic studies of aging. Given the specific interest in arteriolosclerosis, we expanded the examination of arteriolosclerosis to include not only the basal ganglia but also two additional white matter regions from anterior and posterior watershed territories. Ordinal logistic regression models examined the association of microvascular pathology with LATE-NC. LATE-NC was present in 409 (54.6%) decedents, of which 354 (86.5%) had one or multiple microvascular pathologies including 132 (32.3%) with moderate-severe arteriolosclerosis in basal ganglia, 195 (47.6%) in anterior watershed, and 144 (35.2%) in posterior watershed; 170 (41.5%) with moderate-severe CAA, and 150 (36.6%) with microinfarcts. In logistic regression models, only posterior watershed arteriolosclerosis, but not other regions of arteriolosclerosis was associated with a higher odds of more advanced LATE-NC stages (Odds Ratio = 1.12; 95% Confidence Interval = 1.01-1.25) after controlling for demographics, AD, and other age-related pathologies. Capillary CAA, but not the severity of CAA was associated with an increased odds of LATE-NC burden (Odds Ratio = 1.71; 95% Confidence Interval = 1.13-2.58). Findings were unchanged in analyses controlling for APOE ε4, vascular risk factors, or vascular diseases. These findings suggest that LATE-NC with microvascular pathology is a very common mixed pathology and small vessel disease pathology may contribute to LATE-NC in the aging brain.
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Affiliation(s)
- Sonal Agrawal
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Pathology, Rush University Medical Center, Chicago, IL, USA
| | - Lei Yu
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Alifiya Kapasi
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Pathology, Rush University Medical Center, Chicago, IL, USA
| | - Bryan D James
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Internal Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Konstantinos Arfanakis
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, 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
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Sukriti Nag
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Pathology, Rush University Medical Center, Chicago, IL, USA
| | - Julie A Schneider
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Pathology, Rush University Medical Center, Chicago, IL, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
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140
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Lamar M, Lerner AJ, James BD, Yu L, Glover CM, Wilson RS, Barnes LL. Relationship of Early-Life Residence and Educational Experience to Level and Change in Cognitive Functioning: Results of the Minority Aging Research Study. J Gerontol B Psychol Sci Soc Sci 2021; 75:e81-e92. [PMID: 30882155 PMCID: PMC7424266 DOI: 10.1093/geronb/gbz031] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVE Investigate associations of early-life residence and school segregation with cognitive change in the Minority Aging Research Study. METHODS Four hundred ninety-eight blacks (age ~ 73.5; 75% = women) without dementia at baseline self-reported State of birth, residence at age 12, and school segregation status. Census Bureau definitions of South and Northeast/Midwest were used to categorize early-life residence. We evaluated global cognition and five cognitive domains at baseline and annually for ~7.5 years. Linear mixed effects models examined the associations of region of birth and residence at age 12 with baseline level and longitudinal change in cognition. Additional models examined school segregation experience. RESULTS ~65% of Southern-born participants still lived in the South at age 12. Southern birth was associated with lower baseline global cognition and all cognitive domains (p-values ≤ .02) compared to Northern birth, but not cognitive change. A similar profile was seen for Southern residence at age 12. Segregation experience significantly modified associations of residence at age 12 on levels of cognition. Participants residing in the South attending a legally desegregated school demonstrated lower baseline levels of cognition (global, semantic, and working memory) than their Northeast/Midwest counterparts attending a legally desegregated or segregated school as well as their Southern counterparts attending a legally segregated school. This profile for participants attending a desegregated school in the South held for processing speed and visuospatial ability in comparisons to Northeast/Midwest counterparts, particularly those attending a legally desegregated school. CONCLUSION Baseline cognition was poorer in individuals born and residing in the South, particularly those attending desegregated schools at age 12.
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Affiliation(s)
- Melissa Lamar
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois
| | - Alan J Lerner
- Department of Neurology, University Hospitals Case Medical Center, Cleveland, Ohio.,Department of Neurology, Case Western Reserve University, Cleveland, Ohio
| | - Bryan D James
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois
| | - Lei Yu
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Crystal M Glover
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois
| | - Robert S Wilson
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
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141
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Deters KD, Mormino EC, Yu L, Lutz MW, Bennett DA, Barnes LL. TOMM40-APOE haplotypes are associated with cognitive decline in non-demented Blacks. Alzheimers Dement 2021; 17:1287-1296. [PMID: 33580752 DOI: 10.1002/alz.12295] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 10/16/2020] [Accepted: 12/18/2020] [Indexed: 11/08/2022]
Abstract
INTRODUCTION The goal was to investigate effects of APOE-TOMM40-'523 haplotypes on cognitive decline in non-demented non-Hispanic Blacks (NHB), and determine whether effects differ from non-Hispanic Whites (NHW). METHODS The impact of zero to two copies of the '523-Short variant (S; poly-T alleles < 20) within apolipoprotein E (APOE) genotype on a composite measure of global cognition and five domains was examined. RESULTS In NHB with ε3/ε3 (N = 294), '523-S/S was associated with faster decline in global cognition (β = -0.048, P = 0.017), episodic memory (β = -0.05, P = 0.031), and visuospatial ability (β = -0.037, P = 0.034) relative to those without '523-S. For NHB ε4+ (N = 182), '523-S/S had slower decline in global cognition (β = 0.047, P = 0.042) and visuospatial ability (β = 0.07, P = 0.0005) relative to '523-S non-carriers. NHB ε4+ with '523-S also had a slower rate of decline than NHWs ε4+ with '523-S. DISCUSSION '523-S/S has a different effect on cognitive decline among NHB dependent on APOE allele. Differences in the effect of ε4-'523-S in NHB may explain prior mixed findings on ε4 and decline in this population.
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Affiliation(s)
- Kacie D Deters
- Stanford University School of Medicine, Department of Neurology and Neurological Sciences, Stanford, California, USA
| | - Elizabeth C Mormino
- Stanford University School of Medicine, Department of Neurology and Neurological Sciences, Stanford, California, USA
| | - Lei Yu
- Rush University Medical Center, Department of Neurological Sciences, Rush Alzheimer's Disease Center, Chicago, Illinois, USA
| | - Michael W Lutz
- Department of Neurology, Duke University School of Medicine, Durham, North Carolina, USA
| | - David A Bennett
- Rush University Medical Center, Department of Neurological Sciences, Rush Alzheimer's Disease Center, Chicago, Illinois, USA
| | - Lisa L Barnes
- Rush University Medical Center, Department of Neurological Sciences, Rush Alzheimer's Disease Center, Chicago, Illinois, USA
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142
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Khan MJ, Desaire H, Lopez OL, Kamboh MI, Robinson RA. Why Inclusion Matters for Alzheimer's Disease Biomarker Discovery in Plasma. J Alzheimers Dis 2021; 79:1327-1344. [PMID: 33427747 PMCID: PMC9126484 DOI: 10.3233/jad-201318] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
BACKGROUND African American/Black adults have a disproportionate incidence of Alzheimer's disease (AD) and are underrepresented in biomarker discovery efforts. OBJECTIVE This study aimed to identify potential diagnostic biomarkers for AD using a combination of proteomics and machine learning approaches in a cohort that included African American/Black adults. METHODS We conducted a discovery-based plasma proteomics study on plasma samples (N = 113) obtained from clinically diagnosed AD and cognitively normal adults that were self-reported African American/Black or non-Hispanic White. Sets of differentially-expressed proteins were then classified using a support vector machine (SVM) to identify biomarker candidates. RESULTS In total, 740 proteins were identified of which, 25 differentially-expressed proteins in AD came from comparisons within a single racial and ethnic background group. Six proteins were differentially-expressed in AD regardless of racial and ethnic background. Supervised classification by SVM yielded an area under the curve (AUC) of 0.91 and accuracy of 86%for differentiating AD in samples from non-Hispanic White adults when trained with differentially-expressed proteins unique to that group. However, the same model yielded an AUC of 0.49 and accuracy of 47%for differentiating AD in samples from African American/Black adults. Other covariates such as age, APOE4 status, sex, and years of education were found to improve the model mostly in the samples from non-Hispanic White adults for classifying AD. CONCLUSION These results demonstrate the importance of study designs in AD biomarker discovery, which must include diverse racial and ethnic groups such as African American/Black adults to develop effective biomarkers.
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Affiliation(s)
- Mostafa J. Khan
- Department of Chemistry, Vanderbilt University, Nashville, TN, USA
| | - Heather Desaire
- Department of Chemistry, University of Kansas, Lawrence, KS, USA
| | - Oscar L. Lopez
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
| | - M. Ilyas Kamboh
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Renã A.S. Robinson
- Department of Chemistry, Vanderbilt University, Nashville, TN, USA
- Vanderbilt Memory and Alzheimer’s Center, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN, USA
- Vanderbilt Brain Institute, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
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143
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Ganz N, Gazit E, Giladi N, Dawe RJ, Mirelman A, Buchman AS, Hausdorff JM. Automatic Quantification of Tandem Walking Using a Wearable Device: New Insights Into Dynamic Balance and Mobility in Older Adults. J Gerontol A Biol Sci Med Sci 2021; 76:101-107. [PMID: 32931560 PMCID: PMC7756682 DOI: 10.1093/gerona/glaa235] [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: 05/26/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Wearable sensors are increasingly employed to quantify diverse aspects of mobility. We developed novel tandem walking (TW) metrics, validated these measures using data from community-dwelling older adults, and evaluated their association with mobility disability and measures of gait and postural control. METHODS Six hundred ninety-three community-dwelling older adults (age: 78.69 ± 7.12 years) wore a 3D accelerometer on their lower back while performing 3 tasks: TW, usual-walking, and quiet standing. Six new measures of TW were extracted from the sensor data along with the clinician's conventional assessment of TW missteps (ie, trip other loss of balance in which recovery occurred to prevent a fall) and duration. Principal component analysis transformed the 6 new TW measures into 2 summary TW composite factors. Logistic regression models evaluated whether these TW factors were independently associated with mobility disability. RESULTS Both TW factors were moderately related to the TW conventional measures (r < 0.454, p < .001) and were mildly correlated with usual-walking (r < 0.195, p < .001) and standing, postural control (r < 0.119, p < .001). The TW frequency composite factor (p = .008), but not TW complexity composite factor (p = .246), was independently associated with mobility disability in a model controlling for age, sex, body mass index, race, conventional measures of TW, and other measures of gait and postural control. CONCLUSIONS Sensor-derived TW metrics expand the characterization of gait and postural control and suggest that they reflect a relatively independent domain of mobility. Further work is needed to determine if these metrics improve risk stratification for other adverse outcomes (eg, falls and incident disability) in older adults.
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Affiliation(s)
- Natalie Ganz
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Israel
| | - Eran Gazit
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Israel
| | - Nir Giladi
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Israel
- Department of Neurology, Sackler Faculty of Medicine, Tel Aviv University, Israel
| | - Robert J Dawe
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Diagnostic Radiology and Nuclear Medicine, Chicago, Illinois
| | - Anat Mirelman
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Israel
- Sagol School of Neuroscience, Tel Aviv University, Israel
| | - Aron S Buchman
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Jeffrey M Hausdorff
- Department of Physical Therapy, Tel Aviv University, Israel
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, Illinois
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144
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Denny A, Streitz M, Stock K, Balls-Berry JE, Barnes LL, Byrd GS, Croff R, Gao S, Glover CM, Hendrie HC, Hu WT, Manly JJ, Moulder KL, Stark S, Thomas SB, Whitmer R, Wong R, Morris JC, Lingler JH. Perspective on the "African American participation in Alzheimer disease research: Effective strategies" workshop, 2018. Alzheimers Dement 2020; 16:1734-1744. [PMID: 33034414 PMCID: PMC7887120 DOI: 10.1002/alz.12160] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 06/24/2020] [Accepted: 07/07/2020] [Indexed: 12/23/2022]
Abstract
The Washington University School of Medicine Knight Alzheimer Disease Research Center's "African American Participation in Alzheimer Disease Research: Effective Strategies" Workshop convened to address a major limitation of the ongoing scientific progress regarding Alzheimer's disease and related dementias (ADRD): participants in most ADRD research programs overwhelmingly have been limited to non-Hispanic white persons, thus precluding knowledge as to how ADRD may be represented in non-white individuals. Factors that may contribute to successful recruitment and retention of African Americans into ADRD research were discussed and organized into actionable next steps as described within this report.
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Affiliation(s)
- Andrea Denny
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, Missouri, USA
| | - Marissa Streitz
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, Missouri, USA
| | - Kristin Stock
- Washington University in Saint Louis, Saint Louis, Missouri, USA
| | - Joyce E Balls-Berry
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, Missouri, USA
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA
| | - Goldie S Byrd
- Maya Angelou Center for Health Equity, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Raina Croff
- Layton Aging & Alzheimer's Disease Center, Department of Neurology, Oregon Health and Science University, Portland, Oregon, USA
| | - Sujuan Gao
- Department of Biostatistics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Crystal M Glover
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA
| | - Hugh C Hendrie
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | | | - Jennifer J Manly
- Department of Neurology, Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Medical Center, New York, New York, USA
| | - Krista L Moulder
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, Missouri, USA
| | - Susan Stark
- Department of Occupational Therapy, Washington University School of Medicine, Saint Louis, Missouri, USA
| | - Stephen B Thomas
- Maryland Center for Health Equity, University of Maryland College Park, College Park, Maryland, USA
| | - Rachel Whitmer
- Alzheimer's Disease Research Center, UC Davis School of Medicine, Sacramento, California, USA
| | - Roger Wong
- Public Health Sciences Brown School, Washington University in Saint Louis, Saint Louis, Missouri, USA
| | - John C Morris
- Knight Alzheimer Disease Research Center, Harvey A & Dorismae Hacker Friedman Distinguished Professor of Neurology, Washington University School of Medicine, Saint Louis, Missouri, USA
| | - Jennifer H Lingler
- School of Nursing and Alzheimer's Disease Research Center, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
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145
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Stepler KE, Mahoney ER, Kofler J, Hohman TJ, Lopez OL, Robinson RAS. Inclusion of African American/Black adults in a pilot brain proteomics study of Alzheimer's disease. Neurobiol Dis 2020; 146:105129. [PMID: 33049317 PMCID: PMC7990397 DOI: 10.1016/j.nbd.2020.105129] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 10/02/2020] [Indexed: 12/13/2022] Open
Abstract
Alzheimer's disease (AD) disproportionately affects certain racial and ethnic subgroups, such as African American/Black and Hispanic adults. Genetic, comorbid, and socioeconomic risk factors contribute to this disparity; however, the molecular contributions have been largely unexplored. Herein, we conducted a pilot proteomics study of postmortem brains from African American/Black and non-Hispanic White adults neuropathologically diagnosed with AD compared to closely-matched cognitively normal individuals. Examination of hippocampus, inferior parietal lobule, and globus pallidus regions using quantitative proteomics resulted in 568 differentially-expressed proteins in AD. These proteins were consistent with the literature and included glial fibrillary acidic protein, peroxiredoxin-1, and annexin A5. In addition, 351 novel proteins in AD were identified, which could partially be due to cohort diversity. From linear regression analyses, we identified 185 proteins with significant race x diagnosis interactions across various brain regions. These differences generally were reflective of differential expression of proteins in AD that occurred in only a single racial/ethnic group. Overall, this pilot study suggests that disease understanding can be furthered by including diversity in racial/ethnic groups; however, this must be done on a larger scale.
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Affiliation(s)
- Kaitlyn E Stepler
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235, United States of America
| | - Emily R Mahoney
- Vanderbilt Memory & Alzheimer's Center, Vanderbilt University Medical Center, Nashville, TN 37212, United States of America; Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN 37232, United States of America
| | - Julia Kofler
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, United States of America
| | - Timothy J Hohman
- Vanderbilt Memory & Alzheimer's Center, Vanderbilt University Medical Center, Nashville, TN 37212, United States of America; Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN 37232, United States of America; Department of Neurology, Vanderbilt University Medical Center, Nashville, TN 37232, United States of America; Vanderbilt Brain Institute, Vanderbilt University Medical Center, Nashville, TN 37232, United States of America
| | - Oscar L Lopez
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA 15213, United States of America; Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA 15213, United States of America
| | - Renã A S Robinson
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235, United States of America; Vanderbilt Memory & Alzheimer's Center, Vanderbilt University Medical Center, Nashville, TN 37212, United States of America; Department of Neurology, Vanderbilt University Medical Center, Nashville, TN 37232, United States of America; Vanderbilt Brain Institute, Vanderbilt University Medical Center, Nashville, TN 37232, United States of America; Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37232, United States of America.
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146
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Beattie Z, Miller LM, Almirola C, Au-Yeung WTM, Bernard H, Cosgrove KE, Dodge HH, Gamboa CJ, Golonka O, Gothard S, Harbison S, Irish S, Kornfeld J, Lee J, Marcoe J, Mattek NC, Quinn C, Reynolds C, Riley T, Rodrigues N, Sharma N, Siqueland MA, Thomas NW, Truty T, Wall R, Wild K, Wu CY, Karlawish J, Silverberg NB, Barnes LL, Czaja S, Silbert LC, Kaye J. The Collaborative Aging Research Using Technology Initiative: An Open, Sharable, Technology-Agnostic Platform for the Research Community. Digit Biomark 2020; 4:100-118. [PMID: 33442584 DOI: 10.1159/000512208] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 10/09/2020] [Indexed: 12/11/2022] Open
Abstract
Introduction Future digital health research hinges on methodologies to conduct remote clinical assessments and in-home monitoring. The Collaborative Aging Research Using Technology (CART) initiative was introduced to establish a digital technology research platform that could widely assess activity in the homes of diverse cohorts of older adults and detect meaningful change longitudinally. This paper reports on the built end-to-end design of the CART platform, its functionality, and the resulting research capabilities. Methods CART platform development followed a principled design process aiming for scalability, use case flexibility, longevity, and data privacy protection while allowing sharability. The platform, comprising ambient technology, wearables, and other sensors, was deployed in participants' homes to provide continuous, long-term (months to years), and ecologically valid data. Data gathered from CART homes were sent securely to a research server for analysis and future data sharing. Results The CART system was created, iteratively tested, and deployed to 232 homes representing four diverse cohorts (African American, Latinx, low-income, and predominantly rural-residing veterans) of older adults (n = 301) across the USA. Multiple measurements of wellness such as cognition (e.g., mean daily computer use time = 160-169 min), physical mobility (e.g., mean daily transitions between rooms = 96-155), sleep (e.g., mean nightly sleep duration = 6.3-7.4 h), and level of social engagement (e.g., reports of overnight visitors = 15-45%) were collected across cohorts. Conclusion The CART initiative resulted in a minimally obtrusive digital health-enabled system that met the design principles while allowing for data capture over extended periods and can be widely used by the research community. The ability to monitor and manage health digitally within the homes of older adults is an important alternative to in-person assessments in many research contexts. Further advances will come with wider, shared use of the CART system in additional settings, within different disease contexts, and by diverse research teams.
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Affiliation(s)
- Zachary Beattie
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Lyndsey M Miller
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,School of Nursing, Oregon Health & Science University, Portland, Oregon, USA
| | - Carlos Almirola
- Center for Cognitive Neuroscience and Aging, Department of Psychiatry and Behavioral Sciences, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Wan-Tai M Au-Yeung
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Hannah Bernard
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Kevin E Cosgrove
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Hiroko H Dodge
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Charlene J Gamboa
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA
| | - Ona Golonka
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Sarah Gothard
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Sam Harbison
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Stephanie Irish
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Judith Kornfeld
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Jonathan Lee
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Jennifer Marcoe
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Nora C Mattek
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Charlie Quinn
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Christina Reynolds
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Thomas Riley
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Nathaniel Rodrigues
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Nicole Sharma
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Mary Alice Siqueland
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Neil W Thomas
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada.,Bruyère Research Institute, Ottawa, Ontario, Canada
| | - Timothy Truty
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA
| | - Rachel Wall
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Portland Veterans Affairs Medical Center, Portland, Oregon, USA
| | - Katherine Wild
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Chao-Yi Wu
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Jason Karlawish
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Nina B Silverberg
- Division of Neuroscience, National Institute on Aging, National Institute of Health, Bethesda, Maryland, USA
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA
| | - Sara Czaja
- Center for Cognitive Neuroscience and Aging, Department of Psychiatry and Behavioral Sciences, University of Miami Miller School of Medicine, Miami, Florida, USA.,Center on Aging and Behavioral Research, Division of Geriatrics and Palliative Medicine, Weil Cornell Medicine, New York, New York, USA
| | - Lisa C Silbert
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Portland Veterans Affairs Medical Center, Portland, Oregon, USA
| | - Jeffrey Kaye
- Oregon Center for Aging & Technology, Oregon Health & Science University, Portland, Oregon, USA.,National Institute on Aging, Layton Aging & Alzheimer's Disease Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
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147
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Glover CM, Shah RC, Bennett DA, Wilson RS, Barnes LL. Perceived Impediments to Completed Brain Autopsies Among Diverse Older Adults Who Have Signed a Uniform Anatomical Gift Act for Brain Donation for Clinical Research. Ethn Dis 2020; 30:709-718. [PMID: 33250618 DOI: 10.18865/ed.30.s2.709] [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: 11/18/2022] Open
Abstract
Background A small number of older adults in the United States who agree to brain donation for clinical research belong to diverse racial, ethnic, and economic groups. Those who agree, however, are less likely to have completed brain autopsies compared with older non-Latino Whites of higher socioeconomic status. As such, our understanding of Alzheimer's disease and related dementias remains limited in these underrepresented and understudied populations. Here, we examine perceived impediments to completed brain autopsies among diverse older adults who have agreed to brain donation for clinical research. Methods Participants (N=22) were older adults (mean age=77 years) who self-identified as African American (n=8), Latino (n=6), or White of lower income (n=8). All participants had previously agreed to brain donation via the Uniform Anatomical Gift Act. Each participant took part in a one-time, semi-structured focus group. Data were analyzed using a Grounded Theory Approach with both Open Coding and Constant Comparative Coding. Results Perceived impediments to completed brain autopsies varied by group. Older African Americans and older Latinos expressed concern about a lack of follow-through by family members regarding their brain donation wishes. Older Whites of lower income indicated that their own uncertainty surrounding the processes of brain donation and brain autopsy might serve as an impediment. Discussion Diverse older adults expressed different perceived impediments to having brain autopsies completed upon their death. Continuous education for diverse older adults and their family members regarding brain donation for clinical research, including clear guidelines and processes, may facilitate completed brain autopsies among diverse older adults.
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Affiliation(s)
- Crystal M Glover
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL
| | - Raj C Shah
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL.,Department of Family Medicine, Rush University Medical Center, Chicago, IL
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL
| | - Robert S Wilson
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL
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148
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Portacolone E, Palmer NR, Lichtenberg P, Waters CM, Hill CV, Keiser S, Vest L, Maloof M, Tran T, Martinez P, Guerrero J, Johnson JK. Earning the Trust of African American Communities to Increase Representation in Dementia Research. Ethn Dis 2020; 30:719-734. [PMID: 33250619 DOI: 10.18865/ed.30.s2.719] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Black/African American populations are underrepresented as participants in dementia research. A major barrier to participation of African American older adults in dementia research is a tendency to distrust research institutions owing to both historical and contemporary racism. Building on the Ford framework, the objective of our study was to examine factors that influence participation in dementia research among African American older adults and caregivers, with an emphasis on understanding factors related to trust. Data were collected during January 2019 and March 2020 from 10 focus groups with African American older adults (n=91), 5 focus groups with caregivers (n=44), and interviews with administrators of community-based organizations (n=11), and meetings with our Community Advisory Board. Inductive/deductive content analysis was used to identify themes. The results identified an overall tension between distrust of researchers and a compelling desire to engage in dementia research. This overarching theme was supported by six themes that provided insights about the multiple layers of distrust, as well as expectations about the appropriate conduct of researchers and academic institutions. Strong commitment to the community was identified as a priority. The findings suggest that a paradigm shift is needed to increase the representation of African Americans in dementia research. In this new paradigm, earning the trust of African American communities becomes a systemic endeavor, with academic, state, and national institutions deeply committed to earning the trust of African American communities and guiding researchers in this endeavor. The findings also generated actionable recommendations to help improve representation of African American older adults in dementia research.
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Affiliation(s)
- Elena Portacolone
- Institute for Health & Aging; University of California San Francisco, CA
| | - Nynikka R Palmer
- Division of General Internal Medicine at Zuckerberg San Francisco General Hospital,University of California San Francisco, San Francisco, CA
| | - Peter Lichtenberg
- Department of Psychology, Institute of Gerontology, Michigan Center for Urban African American Research, Wayne State University, Detroit, MI
| | - Catherine M Waters
- School of Nursing, University of California San Francisco, San Francisco, CA
| | | | - Sahru Keiser
- Institute for Health & Aging; University of California San Francisco, CA
| | - Leah Vest
- Institute for Health & Aging; University of California San Francisco, CA
| | | | - Thi Tran
- Institute for Health & Aging; University of California San Francisco, CA
| | - Paula Martinez
- Institute for Health & Aging; University of California San Francisco, CA
| | - Javier Guerrero
- Institute for Health & Aging; University of California San Francisco, CA
| | - Julene K Johnson
- Institute for Health & Aging; University of California San Francisco, CA
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149
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Hill NL, Mogle J, Bhargava S, Whitaker E, Bhang I, Capuano AW, Arvanitakis Z, Bennett DA, Barnes LL. Differences in the Associations Between Memory Complaints and Depressive Symptoms Among Black and White Older Adults. J Gerontol B Psychol Sci Soc Sci 2020; 75:783-791. [PMID: 30102393 PMCID: PMC7328028 DOI: 10.1093/geronb/gby091] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVE To test whether race (specifically Black or White) moderates the relationship between memory complaints and depressive symptoms in cognitively normal older adults, and if these relationships vary by memory complaint characteristics. METHODS Data from Black (n = 551) and White (n = 1,158) cognitively intact participants (Mage = 77.1, SD = 7.5; 76.6% female) in the Minority Aging Research Study and the Rush Memory and Aging Project were used. Participants completed annual clinical evaluations, including the Center for Epidemiologic Studies Depression scale and two memory complaint questions, over periods of up to 18 years. Ordinal mixed effects models were used to examine within-person relationships between memory complaints and depressive symptoms over time, as well as whether race moderated these associations. RESULTS Reports of greater memory change over time were associated with more depressive symptoms for both Black and White older adults. However, reports of greater frequency of memory problems were related to depressive symptoms for Black older adults only. CONCLUSION Findings suggest differential associations between memory complaints and depressive symptoms in cognitively normal Black and White older adults and call for future research to examine the influence of race and related factors on memory complaints and depressive symptoms.
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Affiliation(s)
- Nikki L Hill
- College of Nursing, The Pennsylvania State University, University Park
| | - Jacqueline Mogle
- College of Nursing, The Pennsylvania State University, University Park
| | - Sakshi Bhargava
- College of Nursing, The Pennsylvania State University, University Park
| | - Emily Whitaker
- College of Nursing, The Pennsylvania State University, University Park
| | - Iris Bhang
- College of Nursing, The Pennsylvania State University, University Park
| | - Ana W Capuano
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Zoe Arvanitakis
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois
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150
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Bhang I, Mogle J, Hill N, Whitaker EB, Bhargava S. Examining the temporal associations between self-reported memory problems and depressive symptoms in older adults. Aging Ment Health 2020; 24:1864-1871. [PMID: 31379193 PMCID: PMC7000302 DOI: 10.1080/13607863.2019.1647135] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Objectives: Older adults commonly report problems with their memory which can elicit sadness and worry about future development of cognitive impairment. Conversely, ongoing depressive symptoms can negatively impact older adults' perceptions of their memory performance. The current study examined the longitudinal associations between self-reported memory problems and depressive symptoms to explore which symptom tends to appear first.Method: Two datasets from ongoing observational, longitudinal studies of aging (Memory and Aging Project; Minority Aging Research Study) were used for secondary analyses. Older adults (n = 1,724; Mage = 77.03; SD = 7.54; 76.80% female; 32.26% Black) completed up to 18 annual assessments of self-reported memory (two items: perceived decline in memory and frequency of memory problems) and depressive symptoms. Multilevel models were used to examine intra-individual variability and time-lagged relationships between self-reported memory and depressive symptoms.Results: Concurrently, self-reported memory problems and depressive symptoms were significantly related; at times when older adults reported poorer memory, they also reported more depressive symptoms, regardless of the type of memory self-report. Prospectively, perceived memory decline predicted future depressive symptoms, but depressive symptoms did not predict future reports of memory decline. Self-reported frequency of memory problems did not predict future depressive symptoms or vice versa.Conclusion: The current study's findings suggest a temporal relationship between perceived memory decline and depressive symptoms, such that perceived memory decline can lead to future depressive symptoms. These findings can inform future studies focused on developing a standardized assessment of self-reported memory that is separable from depressive symptoms.
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Affiliation(s)
- Iris Bhang
- Corresponding author: 310 Nursing Sciences Building, University Park, PA 16802, USA.
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