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Fröhlich S, Müller K, Voelcker-Rehage C. Normative Data for the CERAD-NP for Healthy High-Agers (80-84 years) and Effects of Age-Typical Visual Impairment and Hearing Loss. J Int Neuropsychol Soc 2024; 30:697-709. [PMID: 34823624 DOI: 10.1017/s1355617721001284] [Citation(s) in RCA: 1] [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] [Indexed: 12/15/2022]
Abstract
OBJECTIVES This study aims to establish reference data for nondemented adults between 80 and 84 years of age based on the German version of the Consortium to Establish a Registry for Alzheimer's disease Neuropsychological (CERAD-NP) test battery and to assess the possible influence of hearing and vision impairments on CERAD-NP performance. METHODS Two hundred one volunteers were examined with the German CERAD-NP test battery, and 18 test scores were calculated from the data. The sample included 99 men (49%), the mean age was 81.8 years (SD = 1.3), and the mean years of education were 13.9 (SD = 3.1). Percentiles for continuous and percentile ranks for discrete test scores were calculated separately for four norm groups. The groups were classified according to gender and education. Multiple regression analysis was used to predict cognitive performance from visual acuity and hearing ability. RESULTS The normative data obtained were consistent with other findings from younger and older age groups. Worse visual acuity predicted slower performance in the Trail Making Test (TMT). None of the other CERAD-NP tests were correlated to sensory functions. CONCLUSIONS Using age-appropriate reference data, such as that established here for the 80-84 year age group can help to improve the detection of cognitive decline and prevent biases that arise when old-old adults are compared to younger old adults. Visual acuity should be considered an influencing factor on TMT performance.
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Affiliation(s)
- Stephanie Fröhlich
- Department of Neuromotor Behavior and Exercise, Institute of Sport and Exercise Sciences, Faculty of Psychology & Sport Sciences, University of Münster, Münster, Germany
- Department of Sports Psychology (With Focus on Prevention and Rehabilitation), Institute of Human Movement Science and Health, Faculty of Behavioural and Social Sciences, Chemnitz University of Technology, Chemnitz, Germany
| | - Katrin Müller
- Department of Sports Psychology (With Focus on Prevention and Rehabilitation), Institute of Human Movement Science and Health, Faculty of Behavioural and Social Sciences, Chemnitz University of Technology, Chemnitz, Germany
- Department of Social Science of Physical Activity and Health, Institute of Human Movement Science and Health, Faculty of Behavioural and Social Sciences, Chemnitz University of Technology, Chemnitz, Germany
| | - Claudia Voelcker-Rehage
- Department of Neuromotor Behavior and Exercise, Institute of Sport and Exercise Sciences, Faculty of Psychology & Sport Sciences, University of Münster, Münster, Germany
- Department of Sports Psychology (With Focus on Prevention and Rehabilitation), Institute of Human Movement Science and Health, Faculty of Behavioural and Social Sciences, Chemnitz University of Technology, Chemnitz, Germany
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Lindauer A, Croff R, Duff K, Mattek N, Fuller P, Pierce A, Bonds K, Kaye J. The African American Dementia and Aging Project (AADAPt): An Oregon-based Longitudinal Study. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.05.06.24306831. [PMID: 38766213 PMCID: PMC11100851 DOI: 10.1101/2024.05.06.24306831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
Objectives The vast majority of studies on aging, cognition, and dementia focus on non-Hispanic white subjects. This paper adds to the extant literature by providing insight into the African American aging experience. Here we describe the study design and baseline characteristics of the African American Dementia and Aging Project (AADAPt) study, which is exploring aging and cognition in African American older adults in Oregon. Methods African American older adults (n=177) participated in AADAPt, a longitudinal study that collected data on cognitive, physical, and social functioning in annual visits since 2000. Results AADAPt participants had risk factors for developing dementia in future, such as hypertension and hyperlipidemia, but also reported protective factors such as high social engagement. Conclusions The AADAPt project offers new insights into aging in older African Americans that includes data on cognition, social engagement, and physical health, which are crucial for understanding the experience of under-represented groups and making future studies more inclusive. These findings reflect a window of time for a geographically-focused cohort, and the lessons learned from this study likely have broader implications for shaping the health of these older African American adults. Keywords: African American, Dementia, Observational Study.
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Ortiz-Whittingham LR, Zhan L, Ortiz-Chaparro EN, Baumer Y, Zenk S, Lamar M, Powell-Wiley TM. Neighborhood Perceptions Are Associated With Intrinsic Amygdala Activity and Resting-State Connectivity With Salience Network Nodes Among Older Adults. Psychosom Med 2024; 86:116-123. [PMID: 38150567 PMCID: PMC10922456 DOI: 10.1097/psy.0000000000001272] [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] [Indexed: 12/29/2023]
Abstract
OBJECTIVE Neighborhood perceptions are associated with physical and mental health outcomes; however, the biological associates of this relationship remain to be fully understood. Here, we evaluate the relationship between neighborhood perceptions and amygdala activity and connectivity with salience network (i.e., insula, anterior cingulate, thalamus) nodes. METHODS Forty-eight older adults (mean age = 68 [7] years, 52% female, 47% non-Hispanic Black, 2% Hispanic) without dementia or depression completed the Perceptions of Neighborhood Environment Scale. Lower scores indicated less favorable perceptions of aesthetic quality, walking environment, availability of healthy food, safety, violence (i.e., more perceived violence), social cohesion, and participation in activities with neighbors. Participants separately underwent resting-state functional magnetic resonance imaging. RESULTS Less favorable perceived safety ( β = -0.33, pFDR = .04) and participation in activities with neighbors ( β = -0.35, pFDR = .02) were associated with higher left amygdala activity, independent of covariates including psychosocial factors. Less favorable safety perceptions were also associated with enhanced left amygdala functional connectivity with the bilateral insular cortices and the left anterior insula ( β = -0.34, pFDR = .04). Less favorable perceived social cohesion was associated with enhanced left amygdala functional connectivity with the right thalamus ( β = -0.42, pFDR = .04), and less favorable perceptions about healthy food availability were associated with enhanced left amygdala functional connectivity with the bilateral anterior insula (right: β = -0.39, pFDR = .04; left: β = -0.42, pFDR = .02) and anterior cingulate gyrus ( β = -0.37, pFDR = .04). CONCLUSIONS Taken together, our findings document relationships between select neighborhood perceptions and amygdala activity as well as connectivity with salience network nodes; if confirmed, targeted community-level interventions and existing community strengths may promote brain-behavior relationships.
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Affiliation(s)
- Lola R. Ortiz-Whittingham
- Social Determinants of Obesity and Cardiovascular Risk Laboratory, National Heart, Lung, and Blood Institute (NHLBI), National Institutes of Health, Bethesda, MD, United States
| | - Liang Zhan
- Department of Electrical and Computer Engineering, University of Pittsburgh, Pittsburgh, PA, United States
| | - Erika N. Ortiz-Chaparro
- Social Determinants of Obesity and Cardiovascular Risk Laboratory, National Heart, Lung, and Blood Institute (NHLBI), National Institutes of Health, Bethesda, MD, United States
| | - Yvonne Baumer
- Social Determinants of Obesity and Cardiovascular Risk Laboratory, National Heart, Lung, and Blood Institute (NHLBI), National Institutes of Health, Bethesda, MD, United States
| | - Shannon Zenk
- National Institute of Nursing Research (NINR), National Institutes of Health, Bethesda, MD, United States
- Intramural Research Program, National Institute on Minority Health and Health Disparities (NIMHD), National Institutes of Health, Bethesda, MD, United States
| | - Melissa Lamar
- Rush Alzheimer’s Disease Center and the Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Tiffany M. Powell-Wiley
- Social Determinants of Obesity and Cardiovascular Risk Laboratory, National Heart, Lung, and Blood Institute (NHLBI), National Institutes of Health, Bethesda, MD, United States
- Intramural Research Program, National Institute on Minority Health and Health Disparities (NIMHD), National Institutes of Health, Bethesda, MD, United States
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Groechel RC, Tripodis Y, Alosco ML, Mez J, Qiao Qiu W, Goldstein L, Budson AE, Kowall NW, Shaw LM, Weiner M, Jack CR, Killiany RJ. Biomarkers of Alzheimer's disease in Black and/or African American Alzheimer's Disease Neuroimaging Initiative (ADNI) participants. Neurobiol Aging 2023; 131:144-152. [PMID: 37639768 PMCID: PMC10528881 DOI: 10.1016/j.neurobiolaging.2023.07.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 07/03/2023] [Accepted: 07/18/2023] [Indexed: 08/31/2023]
Abstract
Majority of dementia research is conducted in non-Hispanic White participants despite a greater prevalence of dementia in other racial groups. To obtain a better understanding of biomarker presentation of Alzheimer's disease (AD) in the non-Hispanic White population, this study exclusively examined AD biomarker abnormalities in 85 Black and/or African American participants within the Alzheimer's Disease Neuroimaging Initiative (ADNI). Participants were classified by the ADNI into 3 clinical groups: cognitively normal, mild cognitive impairment, or dementia. Data examined included demographics, apolipoprotein E (APOE) ε4, cerebrospinal fluid (CSF) Aβ1-42, CSF total tau (t-tau), CSF phosphorylated tau (p-tau), 3T magnetic resonance imaging (MRI), and measures of cognition and function. Analyses of variance and covariance showed lower cortical thickness in 5 of 7 selected MRI regions, lower hippocampal volume, greater volume of white matter hyperintensities, lower measures of cognition and function, lower measures of CSF Aβ1-42, and greater measures of CSF t-tau and p-tau between clinical groups. Our findings confirmed greater AD biomarker abnormalities between clinical groups in this sample.
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Affiliation(s)
- Renée C Groechel
- Department of Anatomy and Neurobiology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA.
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA; Boston University Alzheimer's Disease Research Center, Boston, MA, USA
| | - Michael L Alosco
- Boston University Alzheimer's Disease Research Center, Boston, MA, USA; Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
| | - Jesse Mez
- Boston University Alzheimer's Disease Research Center, Boston, MA, USA; Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
| | - Wei Qiao Qiu
- Boston University Alzheimer's Disease Research Center, Boston, MA, USA; Department of Psychiatry, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
| | - Lee Goldstein
- Boston University Alzheimer's Disease Research Center, Boston, MA, USA; Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
| | - Andrew E Budson
- Boston University Alzheimer's Disease Research Center, Boston, MA, USA; Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
| | - Neil W Kowall
- Boston University Alzheimer's Disease Research Center, Boston, MA, USA; Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
| | - Leslie M Shaw
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, USA
| | - Michael Weiner
- Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA
| | | | - Ronald J Killiany
- Department of Anatomy and Neurobiology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA; Boston University Alzheimer's Disease Research Center, Boston, MA, USA; Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
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Rotblatt LJ, Aiken-Morgan AT, Marsiske M, Horgas AL, Thomas KR. Do Associations Between Vascular Risk and Mild Cognitive Impairment Vary by Race? J Aging Health 2023; 35:74S-83S. [PMID: 33497299 PMCID: PMC8310897 DOI: 10.1177/0898264320984357] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Objectives: Given prevalence differences of mild cognitive impairment (MCI) among Black and white older adults, this study aimed to examine whether overall vascular risk factor (VRF) burden and individual VRF associations with amnestic (aMCI) and nonamnestic (naMCI) MCI status varied by Black/white race. Methods: Participants included 2755 older adults without dementia from the ACTIVE study. Comprehensive neuropsychological criteria were used to classify cognitively normal, aMCI, and naMCI. VRFs were primarily defined using subjective report and medication data. Multinomial logistic regression was run predicting MCI subtype. Results: Greater overall VRF burden, high cholesterol, and obesity evinced greater odds of naMCI in Black participants than whites. Across participants, diabetes and hypertension were associated with increased odds of aMCI and naMCI, respectively. Discussion: Results may reflect known systemic inequities on dimensions of social determinants of health for Black older adults. Continued efforts toward examining underlying mechanisms contributing to these findings are critical.
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Affiliation(s)
- Lindsay J. Rotblatt
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL
| | | | - Michael Marsiske
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL
| | - Ann L. Horgas
- Department of Biobehavioral Nursing Science, University of Florida, Gainesville, FL
| | - Kelsey R. Thomas
- Veterans Affairs San Diego Healthcare System, San Diego, CA
- Department of Psychiatry, University of California San Diego, La Jolla, CA
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Strong RW, Grashow R, Roberts AL, Passell E, Scheuer L, Terry DP, Cohan S, Pascual-Leone A, Weisskopf MG, Zafonte RD, Germine LT. Association of Retrospectively Reported Concussion Symptoms with Objective Cognitive Performance in Former American-Style Football Players. Arch Clin Neuropsychol 2023; 38:875-890. [PMID: 36861317 DOI: 10.1093/arclin/acad008] [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] [Accepted: 01/05/2023] [Indexed: 03/03/2023] Open
Abstract
OBJECTIVE Sustaining concussions has been linked to health issues later in life, yet evidence for associations between contact sports exposure and long-term cognitive performance is mixed. This cross-sectional study of former professional American-style football players tested the association of several measures of football exposure with later life cognitive performance, while also comparing the cognitive performance of former players to nonplayers. METHODS In total, 353 former professional football players (Mage = 54.3) completed both (1) an online cognitive test battery measuring objective cognitive performance and (2) a survey querying demographic information, current health conditions, and measures of past football exposure, including recollected concussion symptoms playing professional football, diagnosed concussions, years of professional play, and age of first football exposure. Testing occurred an average of 29 years after former players' final season of professional play. In addition, a comparison sample of 5,086 male participants (nonplayers) completed one or more cognitive tests. RESULTS Former players' cognitive performance was associated with retrospectively reported football concussion symptoms (rp = -0.19, 95% CI -0.09 to -0.29; p < 0.001), but not with diagnosed concussions, years of professional play, or age of first football exposure. This association could be due to differences in pre-concussion cognitive functioning, however, which could not be estimated based on available data. CONCLUSIONS Future investigations of the long-term outcomes of contact sports exposure should include measures of sports-related concussion symptoms, which were more sensitive to objective cognitive performance than other football exposure measures, including self-reported diagnosed concussions.
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Affiliation(s)
- Roger W Strong
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Rachel Grashow
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, USA
- Football Players Health Study, Harvard Medical School, Boston, MA, USA
| | - Andrea L Roberts
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Eliza Passell
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
| | - Luke Scheuer
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
| | - Douglas P Terry
- Department of Neurologic Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Sarah Cohan
- Football Players Health Study, Harvard Medical School, Boston, MA, USA
| | - Alvaro Pascual-Leone
- Department of Neurology, Harvard Medical School, Boston, MA, USA
- Hinda and Arthur Marcus Institute for Aging Research and Deanna and Sidney Wolk Center for Memory Health, Hebrew SeniorLife, Boston, MA, USA
| | - Marc G Weisskopf
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, USA
- Football Players Health Study, Harvard Medical School, Boston, MA, USA
| | - Ross D Zafonte
- Football Players Health Study, Harvard Medical School, Boston, MA, USA
- Spaulding Rehabilitation Hospital and Spaulding Research Institute, Boston, MA, USA
- Department of Physical Medicine and Rehabilitation Service, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Physical Medicine and Rehabilitation, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Laura T Germine
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
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Loizos M, Zhu CW, Akrivos J, Sewell M, Li C, Neugroschl J, Melnick J, Ljekocevic M, Martin J, Grossman H, Aloysi A, Schimming C, Sano M. Evaluating memory testing to distinguish dementia severity among White, Black, and Spanish-speaking individuals in the Uniform Data Set (UDS). Alzheimers Dement 2023; 19:3625-3634. [PMID: 36840724 PMCID: PMC10440216 DOI: 10.1002/alz.13002] [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: 02/18/2022] [Revised: 01/23/2023] [Accepted: 01/24/2023] [Indexed: 02/26/2023]
Abstract
INTRODUCTION Little work has compared the effectiveness of using multiple types of memory tests alone or in combination to distinguish dementia severity in diverse research cohorts including Black individuals and Spanish speakers. Here we evaluate word list and paragraph recall tests to distinguish cognitively normal, mild cognitively impaired, and those with Alzheimer's disease in diverse cohorts. METHODS Using Uniform Data Set (UDS) and site-specific supplemental data, logistic regression models and receiver operating characteristic-area under the curve were used to compare paragraph recall versus word list in differentiating among Clinical Dementia Rating (CDR) scale level. RESULTS Results reveal high discriminability for all groups and no difference between either test in distinguishing between CDR levels. Combining tests improved discriminability for the whole group but did not for Black individuals or Spanish speakers. DISCUSSION Our findings indicate that using multiple memory tests may not improve differentiation between cognitive impairment levels for diverse cohorts. The burden of added testing may be a barrier for maximizing inclusion of under-represented groups in research.
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Affiliation(s)
- Maria Loizos
- Icahn School of Medicine at Mount Sinai, New York, NY USA
| | - Carolyn W. Zhu
- Icahn School of Medicine at Mount Sinai, New York, NY USA
- James J. Peters VA Medical Center, Bronx, NY, USA
| | - Jimmy Akrivos
- Icahn School of Medicine at Mount Sinai, New York, NY USA
| | | | - Clara Li
- Icahn School of Medicine at Mount Sinai, New York, NY USA
| | | | | | | | - Jane Martin
- Icahn School of Medicine at Mount Sinai, New York, NY USA
| | - Hillel Grossman
- Icahn School of Medicine at Mount Sinai, New York, NY USA
- James J. Peters VA Medical Center, Bronx, NY, USA
| | - Amy Aloysi
- Icahn School of Medicine at Mount Sinai, New York, NY USA
| | - Corbett Schimming
- Icahn School of Medicine at Mount Sinai, New York, NY USA
- James J. Peters VA Medical Center, Bronx, NY, USA
| | - Mary Sano
- Icahn School of Medicine at Mount Sinai, New York, NY USA
- James J. Peters VA Medical Center, Bronx, NY, USA
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McDonough IM, Byrd DR, Choi SL. Resilience resources may buffer some middle-aged and older Black Americans from memory decline despite experiencing discrimination. Soc Sci Med 2023; 316:114998. [PMID: 35537879 DOI: 10.1016/j.socscimed.2022.114998] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 04/27/2022] [Accepted: 04/28/2022] [Indexed: 01/11/2023]
Abstract
RATIONALE Experiences of discrimination have been associated with poorer episodic memory in Black Americans. However, resilience resources at multiple levels (individual, social, and endowed) may act as a buffer to protect future memory decline, especially in the face of discrimination. OBJECTIVE Using longitudinal data from the 2006-2016 Health and Retirement Study (N = 1862), we tested whether Black Americans aged 50 and older would show different trajectories of episodic memory depending on their reported experiences of discrimination (everyday and major lifetime) and resilience resources. METHODS Analyses were conducted in three steps: (1) joint latent cluster mixed modeling (JLCMM) to estimate the number of classes, (2) barycentric discriminant analyses (BADA) to model the combined influence of discrimination and resilience resources between each memory class, and (3) multinomial regression analyses to explore interactions between discrimination and resilience resources. RESULTS JLCMM resulted in three memory classes that differentiated baseline from longitudinal memory performance: "High Decliners," "Low Decliners," and "Low Stable." Two independent patterns described the relationships between the three classes in the context of discrimination and resilience resources. First, compared with High Decliners, the two lower baseline memory classes (Low Decliners and Low Stable) reported more everyday discrimination and lower individual and endowed resilience resources. Second, although the Low Stable class did not report different levels of discrimination, they had more social resilience resources (greater social support and more social contact) than both declining classes. CONCLUSIONS Black Americans in later life have heterogeneous patterns of memory trajectories as demonstrated by the three memory classes identified. Those with lower baseline memory experienced more everyday discrimination and had fewer resilience resources compared to those with high baseline performance (High Decliners). Greater social resilience resources were associated with maintained episodic memory over time in Black Americans.
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Affiliation(s)
| | - DeAnnah R Byrd
- Edson College of Nursing and Health Innovation, Nursing and Health Innovation, Arizona State University, USA
| | - Shinae L Choi
- Department of Consumer Sciences, The University of Alabama, USA
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Glei DA, Lee C, Weinstein M. Income, wealth, and Black-White disparities in cognition. Soc Sci Med 2022; 310:115298. [PMID: 36007357 PMCID: PMC9706469 DOI: 10.1016/j.socscimed.2022.115298] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 07/13/2022] [Accepted: 08/12/2022] [Indexed: 10/15/2022]
Abstract
We investigated the contributions of income and wealth (beyond education) to Black-White disparities in cognition and evaluated whether the role of socioeconomic status (SES) varies by age. Based on data from a national survey of Americans (aged 23-94), we used regression models to quantify the overall racial disparities in episodic memory, executive function, and overall cognition, adjusted for sex and age. Potential mediators (i.e., measures of childhood environment, educational attainment, marital status, occupation, income, and wealth) were added in subsequent models. The age- and sex-adjusted Black-White differential in overall cognitive function was around one standard deviation (SD) between ages 25 and 50, but declined to 0.6 SD by age 80. Executive function followed a similar pattern, but the racial disparity in episodic memory declined more rapidly between ages 35 (0.7 SD) and 80 (0.2 SD). Childhood environment and the respondent's educational attainment accounted for 20-25% of the racial disparities in overall cognition. The incremental contribution of household income was small (1-5%). Although wealth had only a small effect at younger ages, the contribution grew with age. Wealth was much more important than income in explaining Black-White disparities in cognition at older ages. Childhood environment, marital status, and SES (including wealth) accounted for one-third of the racial disparity in overall cognition at ages 35-65, but an even greater share at age 80. Our study is the first to demonstrate that, with increasing age, wealth explains more of the Black-White disparity in cognition. A widening racial gap in wealth and the disproportionate financial impact of the Great Recession and the COVID-19 pandemic on minorities do not bode well for Black-White differentials in cognition. Working-age Americans suffered the brunt of the economic impact of those events; the impact on cognition may increase as those cohorts grow older.
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Affiliation(s)
- Dana A Glei
- Center for Population and Health, Georgetown University, USA.
| | - Chioun Lee
- Department of Sociology, University of California, Riverside, USA
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Yoo SY, Han A, Park S, Lee JY. Incidence and Cognitive Decline of Alzheimer's Disease and Other Dementia by Apolipoprotein ε4 Allele Presence: A Community-Based Cohort Study in Korean Elderly. Psychiatry Investig 2022; 19:190-196. [PMID: 35232006 PMCID: PMC8958210 DOI: 10.30773/pi.2021.0347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Accepted: 11/24/2021] [Indexed: 12/03/2022] Open
Abstract
OBJECTIVE This study aimed to investigate the role of apolipoprotein E (APOE) ε4 allele to the incidence of dementia and cognitive decline in a cohort of a Korean community. METHODS From a community-based dementia-free cohort, 357 participants were genotyped. Participants underwent 2 cognitive assessments separated by a hiatus between 6 to 7 years and were diagnosed as healthy control (n=297), Alzheimer's disease (AD) (n=44), and other dementia (n=16) at the second assessment. Incidence risk and onset age of disease according to APOE ε4 presence were analyzed in AD and other dementia. Differences in cognitive decline rate depending on APOE ε4 were also examined across all groups. RESULTS The relative risks and onset age of dementia were not different by the presence of the APOE ε4 allele. Cognitive decline was more prominent in the presence of APOE ε4 allele (score change=7.4) than non-presence (score change=3.1), and this interaction was significant only in the AD group (F=10.51, p=0.003). CONCLUSION The APOE ε4 alleles can be a critical factor in predicting cognitive change for AD in the Korean community population but not in predicting AD incidence. This finding suggest that clinicians consider the presence of APOE ε4 allele examining patients with rapid declining dementia.
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Affiliation(s)
- So Young Yoo
- Department of Psychiatry, SMG-SNU Boramae Medical Center, Seoul, Republic of Korea
| | - Alexander Han
- Department of BioSciences & Department of Statistics, Rice University, Houston, TX, USA
| | - Soowon Park
- Division of Teacher Education, College of General Education for Truth, Sincerity and Love, Kyonggi University, Suwon, Republic of Korea
| | - Jun-Young Lee
- Department of Psychiatry, SMG-SNU Boramae Medical Center, Seoul, Republic of Korea.,Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea
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Zahodne LB. Biopsychosocial pathways in dementia inequalities: Introduction to the Michigan Cognitive Aging Project. AMERICAN PSYCHOLOGIST 2021; 76:1470-1481. [PMID: 35266748 PMCID: PMC9205325 DOI: 10.1037/amp0000936] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Racial/ethnic inequalities in dementia risk are a major public health and health justice concern. Group differences that persist despite adjustment for socioeconomic and vascular indicators suggest that known dementia risk factors exhibit differential impact across race/ethnicity and/or there are unrecognized dementia risk factors that are racially patterned. This article provides targeted examples of both of these possibilities. First, depressive symptoms and white matter hyperintensities represent two known dementia risk factors that more strongly relate to negative cognitive outcomes among Black older adults than Whites, pointing to the need to consider contextual factors. Second, racial discrimination and external perceived control predict worse brain and cognitive aging above and beyond known risk factors. These psychosocial factors warrant explicit consideration in dementia cohort studies. Several challenges appear to be particularly relevant to the study of dementia inequalities, including selective survival and recruitment. These challenges complicate not only cross-study comparisons, but also within-study causal inferences. This article provides recommendations for addressing these challenges in order to accelerate high-quality research on dementia inequalities. Stemming from these recommendations, the article introduces the design and methods of the Michigan Cognitive Aging Project, a new, racially-balanced cohort study of Black and White adults transitioning to late life. In sum, careful research with community partners is needed to more fully explore the factors and contexts that create and sustain racial/ethnic disparities, as well as those that buffer against them. The ultimate goal of this research is to facilitate the dismantling of structural barriers to health justice for diverse older people. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Peterson RL, George KM, Barnes LL, Gilsanz P, Mayeda ER, Glymour MM, Mungas DM, Whitmer RA. Association of Timing of School Desegregation in the United States With Late-Life Cognition in the Study of Healthy Aging in African Americans (STAR) Cohort. JAMA Netw Open 2021; 4:e2129052. [PMID: 34668943 PMCID: PMC8529411 DOI: 10.1001/jamanetworkopen.2021.29052] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
IMPORTANCE Prior research suggests schooling differences for Black individuals in the US are associated with worse cognitive aging. It is unknown whether age when experiencing school desegregation is associated with differences in late-life cognition in this population. OBJECTIVE To examine patterns of association between age of school desegregation in grades 1 to 12 and late-life cognition. DESIGN, SETTING, AND PARTICIPANTS This cohort study analyzed baseline data from the Study of Healthy Aging in African Americans (STAR) cohort collected from 2018 through 2019 in Northern California, primarily in the cities of Richmond and Oakland. Participants were 699 self-identified Black individuals aged 50 years or older who were community-dwelling, long-term members of Kaiser Permanente Northern California and dementia free at baseline. EXPOSURES Participants reported whether they attended a segregated school in grades 1, 6, 9, and 12 and were placed in 1 of 6 transition categories: (1) always attended integrated schools; (2) integrated between grades 1 through 5; (3) integrated between grades 6 through 8; (4) integrated between grades 9 through 12; (5) ever moved from integrated to segregated school; (6) never attended integrated schools. MAIN OUTCOMES AND MEASURES Executive function, semantic memory, and verbal episodic memory ascertained via the Spanish and English Neuropsychological Assessment Battery and z standardized for analyses. RESULTS The mean (SD) age of the 699 participants was 68.5 (8.7) years, and 484 (69.2%) were female. Most participants transitioned from segregated to integrated schools owing to historical timing and cohort geography. Compared with 111 participants who never attended integrated schools (reference group), executive function was better among 50 participants who transitioned to integrated schools between grades 1 and 5 (β = 0.35; 95% CI, 0.08-0.61; P = .01). Semantic memory was better among 435 participants who only attended integrated schools (β = 0.34; 95% CI, 0.14-0.54; P = .001) or among 50 participants who transitioned to integrated schools between grades 1 and 5 (β = 0.43; 95% CI, 0.15-0.72; P = .003). However, no significant differences were found by group for verbal episodic memory function (eg, for 50 participants who transitioned to integrated schools between grades 1 and 5: β = 0.07; 95% CI, -0.22 to 0.35; P = .66). No significant differences were found when testing for potential interactions by sex, Southern birth, or baseline age. CONCLUSIONS AND RELEVANCE The STAR cohort data indicated that executive function and semantic memory were higher among Black individuals with some integrated school experience. These results suggest that racially segregated schooling experiences, including de facto segregation present today, may be associated with worse late-life cognition.
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Affiliation(s)
| | - Kristen M. George
- Department of Public Health Sciences, University of California, Davis
| | - Lisa L. Barnes
- Department of Neurological Sciences, Rush University, Chicago, Illinois
| | - Paola Gilsanz
- Kaiser Permanente Northern California Division of Research, Oakland
| | | | - M. Maria Glymour
- Department of Epidemiology and Biostatistics, University of California, San Francisco
| | - Dan M. Mungas
- Department of Neurology, University of California, Davis
| | - Rachel A. Whitmer
- Department of Public Health Sciences, University of California, Davis
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13
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Dixon JS, Coyne AE, Duff K, Ready RE. Predictors of cognitive decline in a multi-racial sample of midlife women: A longitudinal study. Neuropsychology 2021; 35:514-528. [PMID: 34014752 PMCID: PMC8352567 DOI: 10.1037/neu0000743] [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] [Indexed: 11/08/2022] Open
Abstract
Objective: Hypertension, diabetes, depressive symptoms, and smoking are predictors of cognitive decline in late life. It is unknown if these risk factors are associated with cognition during midlife or if the associations between these risk factors and cognition vary by race. This longitudinal study examined (a) risk factors for decline in episodic memory, processing speed, and working memory in midlife women and (b) if the associations between risk factors and cognitive decline were moderated by race. Method: Participants (aged 42-52) were European American (n = 1,000), African American (n = 516), and Asian American (n = 437) women from the Study of Women's Health Across the Nation. Two-level hierarchical linear models tested risk factors, race, and their interactions as predictors of cognitive change over time. Results: African Americans had poorer baseline episodic memory, processing speed, and working memory and greater episodic memory decline compared to European Americans. Asian Americans had poorer episodic memory and working memory, but better processing speed than European Americans. Depressive symptoms were associated with poorer episodic memory and processing speed at baseline; further, diabetes was associated with poorer processing speed at baseline. Greater depressive symptoms were associated with poorer episodic memory at baseline for African Americans but not European Americans. Conclusions: Our study results highlight racial disparities in cognition during midlife. Depressive symptoms may be particularly detrimental to the cognitive health of African Americans. Clinical and public health interventions for healthy cognitive aging should be tailored to the unique risks of racial groups. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Affiliation(s)
- Jasmine S. Dixon
- Department of Psychological and Brain Sciences, University of Massachusetts Amherst, Amherst, MA
| | - Alice E. Coyne
- Department of Psychological and Brain Sciences, University of Massachusetts Amherst, Amherst, MA
| | - Kevin Duff
- Department of Neurology, University of Utah, Salt Lake City, UT
| | - Rebecca E. Ready
- Department of Psychological and Brain Sciences, University of Massachusetts Amherst, Amherst, MA
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14
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Barba C, Garcia A, Clay OJ, Wadley VG, Andel R, Dávila AL, Crowe M. Quality of Education and Late-Life Cognitive Function in a Population-Based Sample From Puerto Rico. Innov Aging 2021; 5:igab016. [PMID: 34169152 PMCID: PMC8219031 DOI: 10.1093/geroni/igab016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Indexed: 11/23/2022] Open
Abstract
Background and Objectives We examined quality of education, literacy, and years of education in relation to late-life cognitive function and decline in older Puerto Ricans. Research Design and Methods Our sample consisted of 3,385 community-dwelling adults aged 60 years and older from the Puerto Rican Elderly: Health Conditions study. Quality of education was based on principal component analysis of variables gathered from Department of Education and Census reports. Literacy (yes/no) and years of education were self-reported. Cognitive function was assessed in participants’ homes at baseline and 4 years later using a previously validated Spanish-language 20-point global screening measure for dementia, the minimental Cabán. Regression models were adjusted for sociodemographic and life course covariates. Results Quality of education was positively correlated with both educational attainment and cognitive performance. Independent of years of education, literacy, childhood economic hardship, and adult economic hardship, compared to participants in the lowest quartile of education quality, those in the highest quartile had significantly better baseline cognitive performance (β = 0.09, p < .001). Quality of education did not consistently show an association with change in cognitive function over 4 years. Literacy and greater educational attainment were each independently associated with better cognitive function at baseline and less cognitive decline. Discussion and Implications Quality of education, literacy, and years of education, while interrelated, also show independent associations with cognitive functioning in older Puerto Ricans. The downstream factors of literacy and years of education were more closely related to age-related cognitive decline than quality of education.
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Affiliation(s)
- Cheyanne Barba
- Department of Psychology, University of Alabama at Birmingham, USA
| | - Alberto Garcia
- School of Public Health, University of Puerto Rico, San Juan, Puerto Rico
| | - Olivio J Clay
- Department of Psychology, University of Alabama at Birmingham, USA
| | - Virginia G Wadley
- Division of Gerontology, Geriatrics, and Palliative Care, University of Alabama at Birmingham, USA
| | - Ross Andel
- School of Aging Studies, University of South Florida, Tampa, USA
| | - Ana Luisa Dávila
- School of Public Health, University of Puerto Rico, San Juan, Puerto Rico
| | - Michael Crowe
- Department of Psychology, University of Alabama at Birmingham, USA
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15
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Wilkins CH, Schindler SE, Morris JC. Addressing Health Disparities Among Minority Populations: Why Clinical Trial Recruitment Is Not Enough. JAMA Neurol 2021; 77:1063-1064. [PMID: 32539100 DOI: 10.1001/jamaneurol.2020.1614] [Citation(s) in RCA: 65] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Consuelo H Wilkins
- Office of Health Equity, Division of Geriatrics, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.,Department of Internal Medicine, Meharry Medical College, Nashville, Tennessee
| | - Suzanne E Schindler
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri.,Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, Missouri
| | - John C Morris
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri.,Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, Missouri
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16
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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: 39] [Impact Index Per Article: 13.0] [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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17
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Caze T, Dorsman KA, Carlew AR, Diaz A, Bailey KC. Can You Hear Me Now? Telephone-Based Teleneuropsychology Improves Utilization Rates in Underserved Populations. Arch Clin Neuropsychol 2020; 35:1234-1239. [DOI: 10.1093/arclin/acaa098] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/30/2020] [Indexed: 01/18/2023] Open
Affiliation(s)
- Todd Caze
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Andrews Institute for Orthopaedics and Sports Medicine, Children’s Health, Plano, TX, USA
| | - Karen A Dorsman
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Anne R Carlew
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Aislinn Diaz
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Department of Psychiatry, Parkland Health & Hospital System, Dallas, TX, USA
| | - K Chase Bailey
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Department of Psychiatry, Parkland Health & Hospital System, Dallas, TX, USA
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18
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Boots EA, Castellanos KJ, Zhan L, Barnes LL, Tussing-Humphreys L, Deoni SCL, Lamar M. Inflammation, Cognition, and White Matter in Older Adults: An Examination by Race. Front Aging Neurosci 2020; 12:553998. [PMID: 33192454 PMCID: PMC7662133 DOI: 10.3389/fnagi.2020.553998] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Accepted: 10/12/2020] [Indexed: 11/18/2022] Open
Abstract
Objectives Non-Latino Black adults have greater risk for Alzheimer’s dementia compared to non-Latino White adults, possibly due to factors disproportionally affecting Black adults including cardiovascular disease (CVD). Chronic peripheral inflammation is implicated in both Alzheimer’s dementia and CVD and is known to impact cognition and cerebral white matter, yet little work has examined these associations by race. This study examined associations between inflammation, cognition, and cerebral white matter generally, and by race. Methods Eighty-six non-demented older Black and White participants (age = 69.03; 50% female; 45% Black participants) underwent fasting venipuncture, cognitive testing, and MRI. Serum was assayed for interleukin-6 (IL-6), C-reactive protein (CRP), and interleukin 1-beta. Cognitive domains included memory, executive function, and attention/information processing. MRI measures included white matter hyperintensity volumes (WMH) and quantification of white matter integrity in areas outside WMHs via DTI-derived fractional anisotropy (FA) and mean diffusivity, as well as multi-component relaxometry derived myelin water fraction (MWF). Results Black and White participants did not differ on age, sex, or CVD risk. Separate linear regression models adjusting for relevant confounders revealed that higher IL-6 associated with lower executive function and higher CRP levels associated with lower FA and MWF. Stratified analyses revealed that these association were significant for Black participants only. Discussion These findings suggest that peripheral inflammation is inversely associated with select cognitive domains and white matter integrity (but not WMHs), particularly in older Black adults. It is important to consider race when investigating inflammatory associates of brain and behavior.
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Affiliation(s)
- Elizabeth A Boots
- Department of Psychology, University of Illinois at Chicago, Chicago, IL, United States.,Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, United States
| | - Karla J Castellanos
- Institute for Health Research and Policy, University of Illinois at Chicago, Chicago, IL, United States
| | - Liang Zhan
- Department of Electrical and Computer Engineering, University of Pittsburgh, Pittsburgh, PA, United States
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, United States.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Lisa Tussing-Humphreys
- Institute for Health Research and Policy, University of Illinois at Chicago, Chicago, IL, United States.,Division of Academic Internal Medicine and Geriatrics, College of Medicine, University of Illinois at Chicago, Chicago, IL, United States.,University of Illinois Cancer Center, Chicago, IL, United States
| | - Sean C L Deoni
- Advanced Baby Imaging Lab, Women and Infants Hospital, and Department of Pediatrics, Warren Alpert Medical School of Brown University, Providence, RI, United States
| | - Melissa Lamar
- Department of Psychology, University of Illinois at Chicago, Chicago, IL, United States.,Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, United States.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States
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19
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Makkar SR, Lipnicki DM, Crawford JD, Kochan NA, Castro-Costa E, Lima-Costa MF, Diniz BS, Brayne C, Stephan B, Matthews F, Llibre-Rodriguez JJ, Llibre-Guerra JJ, Valhuerdi-Cepero AJ, Lipton RB, Katz MJ, Zammit A, Ritchie K, Carles S, Carriere I, Scarmeas N, Yannakoulia M, Kosmidis M, Lam L, Fung A, Chan WC, Guaita A, Vaccaro R, Davin A, Kim KW, Han JW, Suh SW, Riedel-Heller SG, Roehr S, Pabst A, Ganguli M, Hughes TF, Jacobsen EP, Anstey KJ, Cherbuin N, Haan MN, Aiello AE, Dang K, Kumagai S, Narazaki K, Chen S, Ng TP, Gao Q, Nyunt MSZ, Meguro K, Yamaguchi S, Ishii H, Lobo A, Lobo Escolar E, De la Cámara C, Brodaty H, Trollor JN, Leung Y, Lo JW, Sachdev P. Education and the moderating roles of age, sex, ethnicity and apolipoprotein epsilon 4 on the risk of cognitive impairment. Arch Gerontol Geriatr 2020; 91:104112. [PMID: 32738518 PMCID: PMC7724926 DOI: 10.1016/j.archger.2020.104112] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Revised: 05/01/2020] [Accepted: 05/12/2020] [Indexed: 11/15/2022]
Abstract
BACKGROUND We examined how the relationship between education and latelife cognitive impairment (defined as a Mini Mental State Examination score below 24) is influenced by age, sex, ethnicity, and Apolipoprotein E epsilon 4 (APOE*4). METHODS Participants were 30,785 dementia-free individuals aged 55-103 years, from 18 longitudinal cohort studies, with an average follow-up ranging between 2 and 10 years. Pooled hazard ratios were obtained from multilevel parametric survival analyses predicting cognitive impairment (CI) from education and its interactions with baseline age, sex, APOE*4 and ethnicity. In separate models, education was treated as continuous (years) and categorical, with participants assigned to one of four education completion levels: Incomplete Elementary; Elementary; Middle; and High School. RESULTS Compared to Elementary, Middle (HR = 0.645, P = 0.004) and High School (HR = 0.472, P < 0.001) education were related to reduced CI risk. The decreased risk of CI associated with Middle education weakened with older baseline age (HR = 1.029, P = 0.056) and was stronger in women than men (HR = 1.309, P = 0.001). The association between High School and lowered CI risk, however, was not moderated by sex or baseline age, but was stronger in Asians than Whites (HR = 1.047, P = 0.044), and significant among Asian (HR = 0.34, P < 0.001) and Black (HR = 0.382, P = 0.016), but not White, APOE*4 carriers. CONCLUSION High School completion may reduce risk of CI associated with advancing age and APOE*4. The observed ethnoregional differences in this effect are potentially due to variations in social, economic, and political outcomes associated with educational attainment, in combination with neurobiological and genetic differences, and warrant further study.
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Affiliation(s)
- Steve R Makkar
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia.
| | - Darren M Lipnicki
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia
| | - John D Crawford
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia
| | - Nicole A Kochan
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia
| | | | | | - Breno Satler Diniz
- Department of Psychiatry, Faculty of Medicine University, Toronto, Canada; Geriatric Psychiatry Division, Center for Addiction and Mental Health, Toronto, ON, Canada
| | - Carol Brayne
- Department of Public Health and Primary Care, Cambridge University, UK
| | - Blossom Stephan
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
| | - Fiona Matthews
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
| | | | - Jorge J Llibre-Guerra
- Institute of Neurology and Neurosurgery Havana, Cuba, Memory and Aging Center, UCSF San Francisco, United States
| | | | - Richard B Lipton
- Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, Yeshiva University, New York City, NY, United States; Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Yeshiva University, New York City, NY, United States; Department of Psychiatry and Behavioral Medicine, Albert Einstein College of Medicine, Yeshiva University, New York City, NY, United States
| | - Mindy J Katz
- Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, Yeshiva University, New York City, NY, United States
| | - Andrea Zammit
- Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, Yeshiva University, New York City, NY, United States
| | - Karen Ritchie
- Inserm, U1061 Neuropsychiatry: Epidemiological and Clinical Research, La Colombière Hospital, Montpellier Cedex 5, France; Université de Montpellier, Montpellier, France; Centre for Clinical Brain Sciences, University of Edinburgh, UK
| | - Sophie Carles
- Inserm, UMR1153 Epidemiology and Biostatistics Sorbonne Paris Cité Center (CRESS), Paris, F-75014 France; Paris Descartes University, Paris, France; Univ Paris-Sud, Villejuif, France
| | - Isabelle Carriere
- Inserm, U1061 Neuropsychiatry: Epidemiological and Clinical Research, La Colombière Hospital, Montpellier Cedex 5, France; Université de Montpellier, Montpellier, France
| | - Nikolaos Scarmeas
- 1st Department of Neurology, Aiginition Hospital, National and Kapodistrian University of Athens, Medical School, Athens, Greece; Taub Institute for Research in Alzheimer's Disease and the Aging Brain, Gertrude H Sergievsky Center, Department of Neurology, Columbia University, New York, NY, United States
| | - Mary Yannakoulia
- Department of Nutrition and Dietetics (M.Y.), Harokopio University, Athens, Greece
| | - Mary Kosmidis
- Laboratory of Cognitive Neuroscience, School of Psychology, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Linda Lam
- Department of Psychiatry, The Chinese University of Hong Kong, Hong Kong
| | - Ada Fung
- Department of Applied Social Sciences, The Hong Kong Polytechnic University, Hong Kong
| | - Wai Chi Chan
- Department of Psychiatry, The University of Hong Kong, Hong Kong
| | - Antonio Guaita
- Golgi Cenci Foundation, Corso San Martino 10, 20081 Abbiategrasso, Italy
| | - Roberta Vaccaro
- Golgi Cenci Foundation, Corso San Martino 10, 20081 Abbiategrasso, Italy
| | - Annalisa Davin
- Golgi Cenci Foundation, Corso San Martino 10, 20081 Abbiategrasso, Italy
| | - Ki Woong Kim
- Department of Neuropsychiatry, Seoul National University Bundang Hospital, Seongnam, South Korea; Department of Psychiatry, Seoul National University, College of Medicine, Seoul, South Korea; Department of Brain and Cognitive Science, Seoul National University College of Natural Sciences, Seoul, South Korea
| | - Ji Won Han
- Department of Neuropsychiatry, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Seung Wan Suh
- Department of Neuropsychiatry, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Steffi G Riedel-Heller
- Institute of Social Medicine, Occupational Health and Public Health (ISAP), Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Susanne Roehr
- Institute of Social Medicine, Occupational Health and Public Health (ISAP), Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Alexander Pabst
- Institute of Social Medicine, Occupational Health and Public Health (ISAP), Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Mary Ganguli
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Tiffany F Hughes
- Department of Sociology, Anthropology, and Gerontology, Youngstown State University, Youngstown, OH, United States
| | - Erin P Jacobsen
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Kaarin J Anstey
- School of Psychology, University of New South Wales, Sydney, Australia; Neuroscience Research Australia, Sydney, Australia; Centre for Research on Ageing, Health and Wellbeing, College of Health and Medicine, The Australian National University, Canberra, Australia
| | - Nicolas Cherbuin
- Centre for Research on Ageing, Health and Wellbeing, College of Health and Medicine, The Australian National University, Canberra, Australia
| | - Mary N Haan
- University of California, School of Medicine, Department of Epidemiology and Biostatistics, CA, United States
| | - Allison E Aiello
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill; Carolina Population Center, Chapel Hill, NC, United States
| | - Kristina Dang
- University of California, School of Medicine, Department of Epidemiology and Biostatistics, CA, United States
| | - Shuzo Kumagai
- Center for Health Science and Counseling, Kyushu University, 6-1 Kasuga kouen, Kasuga City, Fukuoka, 816-8580, Japan
| | - Kenji Narazaki
- Faculty of Socio-Environmental Studies, Department of Socio-Environmental Studies, Fukuoka Institute of Technology, 3-30-1 Wajiro-higashi, Higashi-ku, Fukuoka 811-0295, Japan
| | - Sanmei Chen
- Department of Epidemiology and Prevention, Center for Clinical Sciences, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjyuku-ku, Tokyo 162-8655, Japan
| | - Tze Pin Ng
- Gerontology Research Programme, Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Qi Gao
- Gerontology Research Programme, Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Ma Shwe Zin Nyunt
- Gerontology Research Programme, Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Kenichi Meguro
- Geriatric Behavioral Neurology, Tohoku University, Japan
| | | | - Hiroshi Ishii
- Geriatric Behavioral Neurology, Tohoku University, Japan
| | - Antonio Lobo
- Instituto de Investigación Sanitaria Aragón, Zaragoza, Spain; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Universidad de Zaragoza, Zaragoza, Spain
| | - Elena Lobo Escolar
- Instituto de Investigación Sanitaria Aragón, Zaragoza, Spain; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Universidad de Zaragoza, Zaragoza, Spain
| | - Concepción De la Cámara
- Instituto de Investigación Sanitaria Aragón, Zaragoza, Spain; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Universidad de Zaragoza, Zaragoza, Spain
| | - Henry Brodaty
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia; Dementia Collaborative Research Centre, University of New South Wales, Sydney, Australia
| | - Julian N Trollor
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia; Department of Developmental Disability Neuropsychiatry, School of Psychiatry, University of New South Wales, Australia
| | - Yvonne Leung
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia
| | - Jessica W Lo
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia
| | - Perminder Sachdev
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia; Dementia Collaborative Research Centre, University of New South Wales, Sydney, Australia
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20
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Gershon RC, Fox RS, Manly JJ, Mungas DM, Nowinski CJ, Roney EM, Slotkin J. The NIH Toolbox: Overview of Development for Use with Hispanic Populations. J Int Neuropsychol Soc 2020; 26:567-575. [PMID: 32063249 PMCID: PMC7319898 DOI: 10.1017/s1355617720000028] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Hispanics/Latinos are the largest and fastest-growing minority population in the United States. To facilitate appropriate outcome assessment of this expanding population, the NIH Toolbox for Assessment of Neurological and Behavioral Function® (NIH Toolbox®) was developed with particular attention paid to the cultural and linguistic needs of English- and Spanish-speaking Hispanics/Latinos. METHODS A Cultural Working Group ensured that all included measures were appropriate for use with Hispanics/Latinos in both English and Spanish. In addition, a Spanish Language Working Group assessed all English-language NIH Toolbox measures for translatability. RESULTS Measures were translated following the Functional Assessment of Chronic Illness Therapy (FACIT) translation methodology for instances where language interpretation could impact scores, or a modified version thereof for more simplified translations. The Spanish versions of the NIH Toolbox Cognition Battery language measures (i.e., Picture Vocabulary Test, Oral Reading Recognition Test) were developed independently of their English counterparts. CONCLUSIONS The Spanish-language version of the NIH Toolbox provides a much-needed set of tools that can be selected as appropriate to complement existing protocols being conducted with the growing Hispanic/Latino population in the United States.
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Affiliation(s)
- Richard C. Gershon
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Rina S. Fox
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Jennifer J. Manly
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Dan M. Mungas
- Department of Neurology, University of California, Davis, Davis, CA, USA
| | - Cindy J. Nowinski
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Ellen M. Roney
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Jerry Slotkin
- The Center for Health Assessment Research and Translation, University of Delaware, Newark, DE, USA
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21
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Ryan J, Woods RL, Murray AM, Shah RC, Britt CJ, Reid CM, Wolfe R, Nelson MR, Lockery JE, Orchard SG, Trevaks RE, Chong TJ, McNeil JJ, Storey E. Normative performance of older individuals on the Hopkins Verbal Learning Test-Revised (HVLT-R) according to ethno-racial group, gender, age and education level. Clin Neuropsychol 2020; 35:1174-1190. [PMID: 32100619 DOI: 10.1080/13854046.2020.1730444] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
OBJECTIVE The Hopkins Verbal Learning Test-Revised (HVLT-R) provides a measure of verbal learning and memory. The aim of this study was to provide normative performance data on the HVLT-R for community-dwelling older individuals according to ethno-racial group, age, gender, and years of completed education, in Australia and the U.S. METHOD The ASPirin in Reducing Events in the Elderly (ASPREE) study recruited 19,114 generally healthy community dwelling individuals aged 70 years and over (65 years and over for U.S minorities), who were without a diagnosis of dementia and scored above 77 on the modified Mini-Mental State (3MS) examination. Included in the analysis presented here were 16,251 white Australians, and in the U.S. 1,082 white, 894 African American and 314 Hispanic/Latino individuals at baseline. RESULTS Performance on each of the components of the HVLT-R (trials 1-3, total, learning, delayed recall, delayed recognition, percentage retention and recognition discrimination index [RDI]) differed by demographic variables. In country and ethno-racial stratified analyses, female gender, younger age and higher education were significantly associated with better total recall, delayed recall and RDI. Among white Australians these characteristics were also associated with better retention. Age, education and gender-specific reference values across ethno-racial categories were determined. CONCLUSIONS Ethno-racial, age, gender and education-stratified normative data from this large cohort of community-dwelling older individuals will serve as important reference standards in Australia and the U.S. to assess cognition in older individuals.
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Affiliation(s)
- Joanne Ryan
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Robyn L Woods
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Anne M Murray
- Berman Center for Clincal Outcomes and Research, Minneapolis, MN, USA.,Department of Medicine, Hennepin Health Research Institute, MN, USA
| | - Raj C Shah
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Carlene J Britt
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Christopher M Reid
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.,School of Public Health, Curtin University, Perth, Western Australia, Australia
| | - Rory Wolfe
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Mark R Nelson
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.,Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Jessica E Lockery
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Suzanne G Orchard
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Ruth E Trevaks
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Trevor J Chong
- Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Victoria, Australia
| | - John J McNeil
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Elsdon Storey
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
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22
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Sol K, Zaheed AB, Kraal AZ, Sharifian N, Rentería MA, Zahodne LB. Psychological predictors of memory decline in a racially and ethnically diverse longitudinal sample of older adults in the United States. Int J Geriatr Psychiatry 2020; 35:204-212. [PMID: 31736139 PMCID: PMC7558806 DOI: 10.1002/gps.5236] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 11/11/2019] [Indexed: 11/08/2022]
Abstract
OBJECTIVES In the United States, racial and ethnic disparities in memory dysfunction and Alzheimer disease are evident even after accounting for many risk factors. Psychological factors, such as psychological well-being, perceived control, depressive symptoms, and negative affect, may influence memory dysfunction, and associations may differ by race and ethnicity. This study examined whether psychological factors are differentially associated with episodic memory trajectories across racial and ethnic groups in the United States. METHODS/DESIGN The National Health and Aging Trends Study (NHATS), is a US-representative, longitudinal study of Medicare-eligible adults 65+ years old. Analyses of 5 years of data, included a total of 9411 participants without dementia at baseline. Adjusting for relevant covariates, a linear mixed model estimated the associations between psychological predictors and a composite of immediate and delayed trials from a word list memory test. RESULTS More depressive symptoms (B = -0.02), lower psychological well-being (B = 0.03), and lower perceived control (B = 0.05) were independently associated with lower initial memory. Depressive symptoms were associated with faster rate of memory decline (B = -0.01). Black (B = -0.34) and Hispanic (B = -0.28) participants evidenced lower initial memory level than whites, but only Hispanic (B = -0.04) participants evidenced faster memory decline than whites. There were no significant interactions between the psychological variables and race and ethnicity. CONCLUSIONS Results extend previous studies showing racial and ethnic disparities in episodic memory trajectories, and the longitudinal effects of depressive symptoms on episodic memory in US samples. Epidemiological studies of cognitive aging should incorporate more psychological factors clarify cognitive decline and disparities.
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Affiliation(s)
- Ketlyne Sol
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
| | - Afsara B. Zaheed
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
| | - A. Zarina Kraal
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
| | - Neika Sharifian
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
| | | | - Laura B. Zahodne
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
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23
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Amariglio RE, Buckley RF, Rabin JS, Papp KV, Quiroz YT, Mormino EC, Sparks KP, Johnson KA, Rentz DM, Sperling RA. Examining Cognitive Decline Across Black and White Participants in the Harvard Aging Brain Study. J Alzheimers Dis 2020; 75:1437-1446. [PMID: 32417775 PMCID: PMC7397774 DOI: 10.3233/jad-191291] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
BACKGROUND Black Americans are approximately twice as likely to develop dementia as compared to White Americans and the magnitude of this disparity is often attributed to a variety of factors that include psychosocial and vascular risk factors. However, less is known about the potential contribution of Alzheimer's disease pathological differences. OBJECTIVE To examine potential differences incross-sectional and longitudinal cognitive performance in black and white participants who were clinically normal at baseline. METHODS 296 participants (48 African-American/black participants) underwent MRI and amyloid PET at baseline. Linear mixed models were used to examine the main effects of race, years of education, reading ability, Framingham Heart Study cardiovascular risk score (FHS-CVD), white matter hyperintensities (WMH), and amyloid (Aβ) burden on the Preclinical Alzheimer Cognitive Composite-5 (PACC5). RESULTS Lower levels of educationalattainment and reading ability were found for blacks compared to whites. By contrast, no differences in FHS-CVD, WMH, or Aβ were found by racial group. Baseline differences in PACC5 score were attenuated after adjusting for educationalfactors, vascular factors, and Aβ, but remained lower for blacks compared to whites (β= -0.24, p = 0.014). Further, blacks demonstrated a faster rate of PACC5 decline longitudinally compared to whites (β = -0.055, p = 0.025) after adjusting for covariates. CONCLUSION Accounting for educationalfactors, vascular factors, and Aβ burden diminished, but did not eliminate, racial differences in PACC5 performance longitudinally. Understanding potential differences in longitudinal cognitive outcomes by race may be important for upcoming secondary prevention trials.
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Affiliation(s)
- Rebecca E. Amariglio
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Rachel F. Buckley
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
- Florey Institute, University of Melbourne, Parkville, Victoria, Australia
- Melbourne School of Psychological Sciences, University of Melbourne, Parkville, Victoria, Australia
| | - Jennifer S. Rabin
- Department of Psychiatry, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Kathryn V. Papp
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Yakeel T. Quiroz
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
- Department of Psychiatry, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Elizabeth C. Mormino
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Kathryn P. Sparks
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Keith A. Johnson
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Dorene M. Rentz
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Reisa A. Sperling
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
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24
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Moorman SM, Greenfield EA, Garcia S. School Context in Adolescence and Cognitive Functioning 50 Years Later. JOURNAL OF HEALTH AND SOCIAL BEHAVIOR 2019; 60:493-508. [PMID: 31912762 PMCID: PMC7007773 DOI: 10.1177/0022146519887354] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
To advance understanding of how social inequalities from childhood might contribute to cognitive aging, we examined the extent to which school context in adolescence was associated with individuals' cognitive performance more than 50 years later. Using data from 3,012 participants in the Wisconsin Longitudinal Study (WLS), we created an aggregate measure of school-level structural advantage, with indicators such as the proportion of teachers who had at least five years of teaching experience and spending per pupil. Multilevel models indicated that secondary school advantage was associated with small benefits in language/executive function at age 65 among older adults who had lower academic achievement in secondary school. Findings suggest that school advantage is a developmental context of adolescence that has modest implications for intracohort differences in aspects of later life cognition.
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Affiliation(s)
| | | | - Sarah Garcia
- University of Minnesota, Minneapolis, Minnesota, USA
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25
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Werry AE, Daniel M, Bergström B. Group differences in normal neuropsychological test performance for older non-Hispanic White and Black/African American adults. Neuropsychology 2019; 33:1089-1100. [PMID: 31343234 PMCID: PMC6823108 DOI: 10.1037/neu0000579] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
OBJECTIVE Although researchers have documented the influence of cultural factors on neuropsychological test performance, few studies have examined the distribution of test scores among neurologically healthy older adults from different ethnic groups. The objective of this study was to determine whether there are group differences in neuropsychological test score distributions with ethnicity-specific norms for non-Hispanic White and Black/African American older adults. METHOD Participants from the National Alzheimer's Coordinating Center were selected if they were not diagnosed with dementia within 5 years (Mage = 75.26, SDage = 6.98; Meducation = 15.70, SDeducation = 2.91). Groups were formed based on self-identified ethnicity of White (n = 5,311) or Black/African American (n = 1,098). All participants completed neuropsychological testing, including the Mini Mental State Exam, Logical Memory Immediate and Delayed, Digit Span Forward and Backward, Trail Making Test A & B, Animal Naming, Vegetable Naming, Digit Symbol, and Boston Naming Test. RESULTS Based on combined ethnicity norms, the scores of Black participants were overrepresented in the below-average and low-average clinical ranges, and the scores of White participants were overrepresented in the high-average and superior clinical ranges for all 11 neuropsychological measures. When group specific norms were used, the unbalanced pattern of score categorization was no longer present for any of the neuropsychological measures. CONCLUSIONS These findings emphasize the importance of developing and using ethnically and culturally appropriate neuropsychological test norms as well as the risk of interpreting some Black individual's scores as below average when they likely are not. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
- Amy E Werry
- School of Graduate Psychology, Pacific University
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26
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Kraal AZ, Sharifian N, Zaheed AB, Sol K, Zahodne LB. Dimensions of Religious Involvement Represent Positive Pathways in Cognitive Aging. Res Aging 2019; 41:868-890. [PMID: 31303123 DOI: 10.1177/0164027519862745] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Older Black and Hispanic adults report more religious involvement, and religious involvement has been linked to better cognition. This study examined which aspects of religious involvement are associated with better longitudinal episodic memory and whether religious involvement offsets racial and ethnic inequalities in episodic memory. Using Health and Retirement Study data (N = 16,069), latent growth curves estimated independent indirect pathways between race and ethnicity and 6-year memory trajectories through religious attendance, private prayer, and religious belief, controlling for nonreligious social participation, depressive symptoms, chronic health diseases, age, education, and wealth. Negative direct effects of Black race and Hispanic ethnicity on memory were partially offset by positive indirect pathways through more private prayer and religious attendance. While results were significant for memory intercept and not subsequent memory change, religious attendance and private prayer were independently associated with better cognitive health among diverse older adults. Findings may inform culturally relevant intervention development to promote successful aging and reduce older adults' cognitive morbidity.
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Affiliation(s)
- A Zarina Kraal
- 1 Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Neika Sharifian
- 1 Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Afsara B Zaheed
- 1 Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Ketlyne Sol
- 1 Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Laura B Zahodne
- 1 Department of Psychology, University of Michigan, Ann Arbor, MI, USA
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27
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Peterson RL, Fain MJ, A. Butler E, Ehiri JE, Carvajal SC. The role of social and behavioral risk factors in explaining racial disparities in age-related cognitive impairment: a structured narrative review. AGING NEUROPSYCHOLOGY AND COGNITION 2019; 27:173-196. [DOI: 10.1080/13825585.2019.1598539] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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28
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Peterson RL, Carvajal SC, McGuire LC, Fain MJ, Bell ML. State inequality, socioeconomic position and subjective cognitive decline in the United States. SSM Popul Health 2019; 7:100357. [PMID: 30886886 PMCID: PMC6402371 DOI: 10.1016/j.ssmph.2019.100357] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Revised: 01/13/2019] [Accepted: 01/16/2019] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Social gradients in health have been observed for many health conditions and are suggested to operate through the effects of status anxiety. However, the gradient between education and Alzheimer's disease is presumed to operate through cognitive stimulation. We examined the possible role of status anxiety through testing for state-level income inequality and social gradients in markers of socioeconomic position (SEP) for Alzheimer's disease risk. METHODS Using data from the cross-sectional 2015 and 2016 Behavioral Risk Factor Surveillance System (BRFSS) and the U.S. Census Bureau's American Community Survey, we tested for the association between U.S. state-level income inequality and individual SEP on subjective cognitive decline (SCD) - a marker of dementia risk - using a generalized estimating equation and clustering by state. RESULTS State income inequality was not significantly associated with SCD in our multivariable model (OR 1.2; 95% CI: 0.9, 1.6; p=0.49). We observed a clear linear relationship between household income and SCD where those with an annual household income of 50k to 75k had 1.4 (95% CI: 1.3, 1.6) times the odds and those with household incomes of less than $10,000 had 4.7 (95% CI: 3.8, 5.7) times the odds of SCD compared to those with household income of more than $75,000. We also found that college graduates (ref.) and those who completed high school (OR: 1.1; 95% CI 1.04, 1.2) fared better than those with some college (OR: 1.3, 95% CI 1.2, 1.4) or less than a high school degree (OR: 1.5; 95% CI: 1.4, 1.7). CONCLUSIONS Income inequality does not play a dominant role in SCD, though a social gradient in individual income for SCD suggests the relationship may operate in part via status anxiety.
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Affiliation(s)
- Rachel L. Peterson
- University of Arizona Center on Aging, 1500 N. Campbell Ave, PO Box 245027, Tucson, AZ 85724-5027, USA
- Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, USA
| | - Scott C. Carvajal
- Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, USA
| | | | - Mindy J. Fain
- University of Arizona Center on Aging, 1500 N. Campbell Ave, PO Box 245027, Tucson, AZ 85724-5027, USA
- Division of Geriatrics, General Internal Medicine and Palliative Medicine, University of Arizona College of Medicine, Tucson, USA
| | - Melanie L. Bell
- Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, USA
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Haire-Joshu D, Hill-Briggs F. The Next Generation of Diabetes Translation: A Path to Health Equity. Annu Rev Public Health 2019; 40:391-410. [PMID: 30601723 DOI: 10.1146/annurev-publhealth-040218-044158] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Disparities in diabetes burden exist in large part because of the social determinants of health (SDOH). Translation research and practice addressing health equity in diabetes have generally focused on changing individual behavior or providing supportive approaches to compensate for, rather than directly target, SDOH. The purpose of this article is to propose a pathway for addressing SDOH as root causes of diabetes disparities and as an essential target for the next generation of interventions needed to achieve health equity in diabetes prevention and treatment. This review describes ( a) the current burden of diabetes disparities, ( b) the influence of SDOH on diabetes disparities, ( c) gaps in and implications of current translation research, and ( d) approaches to achieving health equity in the next generation of diabetes translation.
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Affiliation(s)
- Debra Haire-Joshu
- Public Health and Medicine, Brown School, Washington University in St. Louis, St. Louis, Missouri 63130, USA;
| | - Felicia Hill-Briggs
- Departments of Medicine; Health, Behavior and Society; and Acute and Chronic Care; and Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Medical Institutions, Baltimore, Maryland 21287, USA;
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Hsu FC, Sink KM, Hugenschmidt CE, Williamson JD, Hughes TM, Palmer ND, Xu J, Smith SC, Wagner BC, Whitlow CT, Bowden DW, Maldjian JA, Divers J, Freedman BI. Cerebral Structure and Cognitive Performance in African Americans and European Americans With Type 2 Diabetes. J Gerontol A Biol Sci Med Sci 2018; 73:407-414. [PMID: 29309525 PMCID: PMC5861881 DOI: 10.1093/gerona/glx255] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Accepted: 12/28/2017] [Indexed: 11/13/2022] Open
Abstract
Background African Americans typically perform worse than European Americans on cognitive testing. Contributions of cardiovascular disease (CVD) risk factors and educational quality to cognitive performance and brain volumes were compared in European Americans and African Americans with type 2 diabetes. Methods Association between magnetic resonance imaging-determined cerebral volumes of white matter (WMV), gray matter (GMV), white matter lesions (WMLV), hippocampal GMV, and modified mini-mental state exam (3MSE), digit symbol coding (DSC), Rey Auditory Verbal Learning Test (RAVLT), Stroop, and verbal fluency performance were assessed in Diabetes Heart Study Memory in Diabetes (MIND) participants. Marginal models incorporating generalized estimating equations were employed with serial adjustment for risk factors. Results The sample included 520 African Americans and 684 European Americans; 56 per cent female with mean ± SD age 62.8 ± 10.3 years and diabetes duration 14.3 ± 7.8 years. Adjusting for age, sex, diabetes duration, BMI, HbA1c, total intracranial volume, scanner, statins, CVD, smoking, and hypertension, WMV (p = .001) was lower and WMLV higher in African Americans than European Americans (p = .001), with similar GMV (p = .30). Adjusting for age, sex, education, HbA1c, diabetes duration, hypertension, BMI, statins, CVD, smoking, and depression, poorer performance on 3MSE, RAVLT, and DSC were seen in African Americans (p = 6 × 10-23-7 × 10-62). Racial differences in cognitive performance were attenuated after additional adjustment for WMLV and nearly fully resolved after adjustment for wide-range achievement test (WRAT) performance (p = .0009-.65). Conclusions African Americans with type 2 diabetes had higher WMLV and poorer cognitive performance than European Americans. Differences in cognitive performance were attenuated after considering WMLV and apparent poorer educational quality based on WRAT.
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Affiliation(s)
- Fang-Chi Hsu
- Division of Public Health Sciences, Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina
- Center for Public Health Genomics, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Kaycee M Sink
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Christina E Hugenschmidt
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Jeff D Williamson
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Timothy M Hughes
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Nicholette D Palmer
- Centers for Genomics and Personalized Medicine Research and Diabetes Research, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Jianzhao Xu
- Centers for Genomics and Personalized Medicine Research and Diabetes Research, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - S Carrie Smith
- Centers for Genomics and Personalized Medicine Research and Diabetes Research, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Benjamin C Wagner
- Department of Radiology, Advanced Neuroscience Imaging Research (ANSIR) Laboratory; University of Texas Southwestern Medical Center, Dallas, Texas
| | - Christopher T Whitlow
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Donald W Bowden
- Centers for Genomics and Personalized Medicine Research and Diabetes Research, Wake Forest School of Medicine, Winston-Salem, North Carolina
- Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Joseph A Maldjian
- Department of Radiology, Advanced Neuroscience Imaging Research (ANSIR) Laboratory; University of Texas Southwestern Medical Center, Dallas, Texas
| | - Jasmin Divers
- Division of Public Health Sciences, Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina
- Center for Public Health Genomics, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Barry I Freedman
- Center for Public Health Genomics, Wake Forest School of Medicine, Winston-Salem, North Carolina
- Centers for Genomics and Personalized Medicine Research and Diabetes Research, Wake Forest School of Medicine, Winston-Salem, North Carolina
- Department of Internal Medicine, Section on Nephrology, Wake Forest School of Medicine, Winston-Salem, North Carolina
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31
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Nitsch KP, Casaletto KB, Carlozzi NE, Tulsky DS, Heinemann AW, Heaton RK. Uncorrected versus demographically-corrected scores on the NIH Toolbox Cognition Battery in persons with traumatic brain injury and stroke. Rehabil Psychol 2017; 62:485-495. [PMID: 29265869 DOI: 10.1037/rep0000122] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE The association between demographic characteristics and neurocognitive performance is well established; however, clinicians may have difficulty selecting when to use uncorrected versus demographically corrected scores. We compared these score types in individuals with traumatic brain injury (TBI) and stroke, on the National Institutes of Health Toolbox-Cognition Battery (NIHTB-CB). RESEARCH METHOD Adults with TBI and stroke were demographically matched to controls, and completed the NIHTB-CB. Published "corrected scores" are adjusted for age, education, sex, and race/ethnicity; "uncorrected scores" were created using census data to represent the average adult in the U.S. POPULATION RESULTS Effect sizes for the TBI and stroke groups versus controls were larger using corrected scores compared with uncorrected scores for the fluid composite (uncorrected to corrected effect sizes: TBI: d = 0.66, p < .001 to 0.83, p < .001; stroke d = 0.97, p < .001 to 1.10, p < .001). For the crystallized composite, effect sizes for the TBI and stroke groups versus controls were smaller and nonsignificant using corrected scores (uncorrected to corrected effect sizes: TBI d = 0.23, p = .03 to 0.20, p = .06; stroke d = 0.40, p < .001 to 0.17, p = .09). In the injury groups, demographic characteristics accounted for up to 33% of variance in uncorrected scores (p < .001), but <5% of variance in corrected scores (p > .06). CONCLUSIONS Corrected scores were more sensitive to neurocognitive impairments in the brain-injured groups. Corrected scores have the advantage of controlling for variance associated with premorbid factors rather than changes in neurological functioning; are more helpful in characterizing acquired neurocognitive changes; and can aid in the interpretation of test performance. (PsycINFO Database Record
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Affiliation(s)
| | | | - Noelle E Carlozzi
- Department of Physical Medicine and Rehabilitation, University of Michigan
| | - David S Tulsky
- Center on Assessment Research and Translation, University of Delaware
| | - Allen W Heinemann
- Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine
| | - Robert K Heaton
- Department of Psychiatry, University of California, San Diego
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Wilson RS, Rajan KB, Barnes LL, Weuve J, Evans DA. Factors related to racial differences in late-life level of cognitive function. Neuropsychology 2016; 30:517-24. [PMID: 27149552 DOI: 10.1037/neu0000290] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
OBJECTIVE The study aim was to identify factors associated with racial differences in level of cognitive function in old age. METHOD Older Black (n = 5,950) and White (n = 3,469) residents of a geographically defined urban community were randomly split into exploratory and confirmatory subgroups. A global measure of cognition was derived from 4 brief performance tests, and potential correlates of cognition (candidates) were selected from demographic, health-related, and experiential measures. In the exploratory subgroup, using a stepwise search algorithm, we examined the cognitive difference by race and then allowed candidate measures and Race × Candidate Measure interactions to enter the model. RESULTS The cognitive score in the exploratory subgroup (M = 0.257, SD = 0.714) was a mean of 0.403 unit lower in Black persons than White persons (SE = 0.021, p < .001), and race accounted for 7% of cognitive variability. After the candidate selection process, 16 measures were retained, including 12 candidate measures and the 2-way interactions of race with education, age, reading/cognitive activity, and neuroticism. In this model, which accounted for 45% of the variability in global cognition, race was no longer associated with global cognition (coefficient = 0.012, SE = 0.110, p = .912). Findings were replicated in the confirmatory subgroup. CONCLUSION These cross-sectional analyses suggest that consideration of demographic, health-related, and experiential factors greatly attenuates racial differences in late-life level of cognition. (PsycINFO Database Record
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Affiliation(s)
- Robert S Wilson
- Rush Alzheimer's Disease Center, Department of Neurological Sciences, Rush University Medical Center
| | | | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Department of Neurological Sciences, Rush University Medical Center
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Rettberg JR, Dang H, Hodis HN, Henderson VW, St John JA, Mack WJ, Brinton RD. Identifying postmenopausal women at risk for cognitive decline within a healthy cohort using a panel of clinical metabolic indicators: potential for detecting an at-Alzheimer's risk metabolic phenotype. Neurobiol Aging 2016; 40:155-163. [PMID: 26973115 DOI: 10.1016/j.neurobiolaging.2016.01.011] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2015] [Revised: 01/08/2016] [Accepted: 01/21/2016] [Indexed: 12/20/2022]
Abstract
Detecting at-risk individuals within a healthy population is critical for preventing or delaying Alzheimer's disease. Systems biology integration of brain and body metabolism enables peripheral metabolic biomarkers to serve as reporters of brain bioenergetic status. Using clinical metabolic data derived from healthy postmenopausal women in the Early versus Late Intervention Trial with Estradiol (ELITE), we conducted principal components and k-means clustering analyses of 9 biomarkers to define metabolic phenotypes. Metabolic clusters were correlated with cognitive performance and analyzed for change over 5 years. Metabolic biomarkers at baseline generated 3 clusters, representing women with healthy, high blood pressure, and poor metabolic phenotypes. Compared with healthy women, poor metabolic women had significantly lower executive, global and memory cognitive performance. Hormone therapy provided metabolic benefit to women in high blood pressure and poor metabolic phenotypes. This panel of well-established clinical peripheral biomarkers represents an initial step toward developing an affordable, rapidly deployable, and clinically relevant strategy to detect an at-risk phenotype of late-onset Alzheimer's disease.
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Affiliation(s)
- Jamaica R Rettberg
- Neuroscience Department, University of Southern California, Los Angeles, CA, USA
| | - Ha Dang
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Howard N Hodis
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA; Department of Medicine, Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Department of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Southern California, Los Angeles, CA, USA
| | - Victor W Henderson
- Division of Epidemiology, Department of Health Research and Policy, Stanford University, Stanford, CA, USA; Department of Neurology & Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Jan A St John
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA; Department of Medicine, Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Wendy J Mack
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA; Department of Medicine, Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Roberta Diaz Brinton
- Neuroscience Department, University of Southern California, Los Angeles, CA, USA; Department of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Southern California, Los Angeles, CA, USA; Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
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Gross AL, Mungas DM, Crane PK, Gibbons LE, MacKay-Brandt A, Manly JJ, Mukherjee S, Romero H, Sachs B, Thomas M, Potter GG, Jones RN. Effects of education and race on cognitive decline: An integrative study of generalizability versus study-specific results. Psychol Aging 2015; 30:863-880. [PMID: 26523693 DOI: 10.1037/pag0000032] [Citation(s) in RCA: 94] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The objective of the study was to examine variability across multiple prospective cohort studies in level and rate of cognitive decline by race/ethnicity and years of education. We compare data across studies, we harmonized estimates of common latent factors representing overall or general cognitive performance, memory, and executive function derived from the: (a) Washington Heights, Hamilton Heights, Inwood Columbia Aging Project (N = 4,115), (b) Spanish and English Neuropsychological Assessment Scales (N = 525), (c) Duke Memory, Health, and Aging study (N = 578), and (d) Neurocognitive Outcomes of Depression in the Elderly (N = 585). We modeled cognitive change over age for cognitive outcomes by race, education, and study. We adjusted models for sex, dementia status, and study-specific characteristics. The results found that for baseline levels of overall cognitive performance, memory, and executive function, differences in race and education tended to be larger than between-study differences and consistent across studies. This pattern did not hold for rate of cognitive decline: effects of education and race/ethnicity on cognitive change were not consistently observed across studies, and when present were small, with racial/ethnic minorities and those with lower education declining at faster rates. In this diverse set of datasets, non-Hispanic Whites and those with higher education had substantially higher baseline cognitive test scores. However, differences in the rate of cognitive decline by race/ethnicity and education did not follow this pattern. This study suggests that baseline test scores and longitudinal change have different determinants, and future studies to examine similarities and differences of causes of cognitive decline in racially/ethnically and educationally diverse older groups is needed.
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Affiliation(s)
| | | | | | | | | | - Jennifer J Manly
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain
| | | | | | | | | | - Guy G Potter
- Department of Psychiatry and Behavioral Sciences
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Fieo R, Mukherjee S, Dmitrieva NO, Fyffe DC, Gross AL, Sanders ER, Romero HR, Potter GG, Manly JJ, Mungas DM, Gibbons LE. Differential item functioning due to cognitive status does not impact depressive symptom measures in four heterogeneous samples of older adults. Int J Geriatr Psychiatry 2015; 30:911-8. [PMID: 25475426 PMCID: PMC4803026 DOI: 10.1002/gps.4234] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2014] [Revised: 10/15/2014] [Accepted: 10/16/2014] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The objective of this study is to determine whether differential item functioning (DIF) due to cognitive status impacted three depressive symptoms measures commonly used with older adults. METHODS Differential item functioning in depressive symptoms was assessed among participants (N = 3558) taking part in four longitudinal studies of cognitive aging, using the Geriatric Depression Scale, the Montgomery-Åsberg Depression Rating Scale, and the Center for Epidemiologic Studies Depression Scale. Participants were grouped by cognitive status using a general cognitive performance score derived from each study's neuropsychological battery and linked to a national average using a population-based survey representative of the US population. The Clinical Dementia Rating score was used as an alternate grouping variable in three of the studies. RESULTS Although statistically significant DIF based on cognitive status was found for some depressive symptom items (e.g., items related to memory complaints, appetite loss, lack of energy, and mood), the effect of item bias on the total score for each scale was negligible. CONCLUSIONS The depressive symptoms scales in these four studies measured depression in the same way, regardless of cognitive status. This may reduce concerns about using these depression measures in cognitive aging research, as relationships between depression and cognitive decline are unlikely to have been due to item bias, at least in the ways that were measured in the datasets we considered.
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Affiliation(s)
- Robert Fieo
- Cognitive Neuroscience Division, Department of Neurology and Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University, New York, NY, USA
| | | | - Natalia O Dmitrieva
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Denise C Fyffe
- Kessler Foundation, Spinal Cord Injury/Outcomes and Assessment Laboratory and New Jersey Medical School, Rutgers University, West Orange, NJ, USA
| | - Alden L Gross
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Center on Aging and Health, Johns Hopkins University, Baltimore, MD, USA
| | | | - Heather R Romero
- Joseph and Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, NC, USA
- Department of Psychology, University of Notre Dame, Notre Dame, IN, USA
| | - Guy G Potter
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
- Joseph and Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, NC, USA
| | - Jennifer J Manly
- Cognitive Neuroscience Division, Department of Neurology and Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University, New York, NY, USA
| | - Dan M Mungas
- Department of Neurology, University of California, Davis Medical Center, Sacramento, CA, USA
| | - Laura E Gibbons
- General Internal Medicine, University of Washington, Seattle, WA, USA
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