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Zhao X, Tang H, Duan X, Shen S, Wang J. Relationship between anthropometric indicators and cognitive function in older women. Health Care Women Int 2024:1-15. [PMID: 39418595 DOI: 10.1080/07399332.2024.2413448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 10/02/2024] [Accepted: 10/03/2024] [Indexed: 10/19/2024]
Abstract
The authors aimed to explore the association between anthropometric indicators and cognitive function and determine which aspects of anthropometric indicators are most closely related to cognitive function. A sum of 3269 older women were included in this study. Body mass index (BMI), waist circumference, hip circumference, calf circumference, and waist-to-hip ratio were obtained to reflect anthropometric indicators. Cognitive function was assessed using Mini-Mental State Examination (MMSE). Researchers revealed statistically significant differences in total MMSE scores among the low, medium, and high groups of BMI, waist circumference, hip circumference, and calf circumference. Researchers also observed that calf circumference, hip circumference, and waist circumference are significantly associated with the total MMSE score. Our findings highlighted that older women with greater BMI, waist circumference, hip circumference, and calf circumference have a better level of cognitive function. Calf circumference is the most closely anthropometric indicator related to cognitive function in Chinese older women.
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Affiliation(s)
- Xiaoguang Zhao
- Faculty of Sports Science, Ningbo University, Ningbo, Zhejiang, China
- Research Academy of Grand Health, Ningbo University, Ningbo, Zhejiang, China
| | - Huan Tang
- Research Academy of Grand Health, Ningbo University, Ningbo, Zhejiang, China
| | - Xiaosha Duan
- Research Academy of Grand Health, Ningbo University, Ningbo, Zhejiang, China
| | - Shaoshuai Shen
- School of Education and Welfare, Aichi Prefectural University, Nagakute, Aichi, Japan
| | - Jin Wang
- Faculty of Sports Science, Ningbo University, Ningbo, Zhejiang, China
- Research Academy of Grand Health, Ningbo University, Ningbo, Zhejiang, China
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Nichols E, Jones RN, Gross AL, Hayat S, Zaninotto P, Lee J. Development and assessment of analytic methods to improve the measurement of cognition in longitudinal studies of aging through the use of substudies with comprehensive neuropsychological testing. Alzheimers Dement 2024; 20:7024-7036. [PMID: 39099175 PMCID: PMC11485300 DOI: 10.1002/alz.14175] [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: 03/12/2024] [Revised: 06/11/2024] [Accepted: 07/16/2024] [Indexed: 08/06/2024]
Abstract
INTRODUCTION The Health and Retirement Study International Partner Surveys (HRS IPS) have rich longitudinal data, but the brevity of cognitive batteries is a limitation. METHODS We used data from a substudy of the English Longitudinal Study of Ageing (ELSA) administering detailed cognitive assessments with the Harmonized Cognitive Assessment Protocol (ELSA-HCAP) (N = 1273) to inform approaches for estimating cognition in ELSA (N = 11,213). We compared two novel approaches: confirmatory factor analysis (CFA)- and regression-based prediction. RESULTS Compared to estimates from the full HCAP battery, estimated cognitive functioning derived using regression models or CFA had high correlations (regression: r = 0.85 [95% confidence interval [CI]: 0.83 to 0.87]; CFA: r = 0.83 [95% CI: 0.81 to 0.85]) and reasonable mean squared error (regression: 0.25 [0.22 to 0.27]; CFA: 0.29 [0.26 to 0.32]) in held-out data. The use of additional items from waves 7 to 9 improved performance. DISCUSSION Both approaches are recommended for future research; the similarity in approaches may be due to the brevity of available cognitive assessments in ELSA. HIGHLIGHTS Estimates of cognitive functioning informed by English Longitudinal Study of Ageing-Harmonized Cognitive Assessment Protocol (ELSA-HCAP) data had an adequate performance. Standard errors were smaller for associations with example risks when using measures informed by ELSA-HCAP. Performance was better when including additional cognitive measures available in waves 7 to 9. Conceptual advantages to the confirmatory factor analysis (CFA) approach were not important in practice due to the brevity of the ELSA cognitive battery.
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Affiliation(s)
- Emma Nichols
- Center for Economic and Social ResearchUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
- Leonard Davis School of GerontologyUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Richard N. Jones
- Department of Psychiatry and Human BehaviorWarren Alpert Medical SchoolBrown UniversityProvidenceRhode IslandUSA
| | - Alden L. Gross
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Shabina Hayat
- Department of Epidemiology and Public HealthUCLLondonLondonUK
- Department of Behavioural Science and HealthUCLLondonLondonUK
| | - Paola Zaninotto
- Department of Epidemiology and Public HealthUCLLondonLondonUK
| | - Jinkook Lee
- Center for Economic and Social ResearchUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
- Department of EconomicsUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
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Balthazar MS. The Role of Social Determinants in Disparities of Alzheimer's Disease and Sleep Health: Connecting the Dots. J Gerontol Nurs 2024; 50:3-5. [PMID: 39194328 DOI: 10.3928/00989134-20240809-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2024]
Affiliation(s)
- Monique S Balthazar
- Ross and Carol Nese College of Nursing The Pennsylvania State University University Park, Pennsylvania
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Safai A, Jonaitis E, Langhough RE, Buckingha WR, Johnson SC, Powell WR, Kind AJH, Bendlin BB, Tiwari P. Association of neighborhood disadvantage with cognitive function and cortical disorganization in an unimpaired cohort. ARXIV 2024:arXiv:2406.13822v1. [PMID: 38947926 PMCID: PMC11213155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Objective Neighborhood disadvantage is associated with worse health and cognitive outcomes. Morphological similarity network (MSN) is a promising approach to elucidate cortical network patterns underlying complex cognitive functions. We hypothesized that MSNs could capture intricate changes in cortical patterns related to neighborhood disadvantage and cognitive function, potentially explaining some of the risk for later life cognitive impairment among individuals who live in disadvantaged contexts. Methods This cross-sectional study included cognitively unimpaired participants (n=524, age=62.96±8.377, gender (M:F)=181:343, ADI(L:H) =450,74) from the Wisconsin Alzheimer's Disease Research Center or Wisconsin Registry for Alzheimer's Prevention. Neighborhood disadvantage status was obtained using the Area Deprivation Index (ADI). Cognitive performance was assessed through six tests evaluating memory, executive functioning, and the modified preclinical Alzheimer's cognitive composite (mPACC). Morphological Similarity Networks (MSN) were constructed for each participant based on the similarity in distribution of cortical thickness of brain regions, followed by computation of local and global network features. We used linear regression to examine ADI associations with cognitive scores and MSN features. The mediating effect of MSN features on the relationship between ADI and cognitive performance was statistically assessed. Results Neighborhood disadvantage showed negative association with category fluency, implicit learning speed, story recall and mPACC scores, indicating worse cognitive function among those living in more disadvantaged neighborhoods. Local network features of frontal and temporal brain regions differed based on ADI status. Centrality of left lateral orbitofrontal region showed a partial mediating effect between association of neighborhood disadvantage and story recall performance. Conclusion Our findings suggest differences in local cortical organization by neighborhood disadvantage, which also partially mediated the relationship between ADI and cognitive performance, providing a possible network-based mechanism to, in-part, explain the risk for poor cognitive functioning associated with disadvantaged neighborhoods. Future work will examine the exposure to neighborhood disadvantage on structural organization of the brain.
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Affiliation(s)
- Apoorva Safai
- Departments of Radiology and Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | - Erin Jonaitis
- Wisconsin Alzheimer's Institute, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, USA
- Wisconsin Alzheimer's Disease Research Center, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, USA
| | - Rebecca E Langhough
- Wisconsin Alzheimer's Institute, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, USA
- Wisconsin Alzheimer's Disease Research Center, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, USA
- Geriatric Research Education and Clinical Center, William S. Middleton Memorial Veterans Hospital, Madison, Madison, WI, USA
| | - William R Buckingha
- Health Services and Care Research Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
- Department of Medicine, Geriatrics Division, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Sterling C Johnson
- Wisconsin Alzheimer's Institute, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, USA
- Wisconsin Alzheimer's Disease Research Center, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, USA
- Geriatric Research Education and Clinical Center, William S. Middleton Memorial Veterans Hospital, Madison, Madison, WI, USA
| | - W Ryan Powell
- Health Services and Care Research Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
- Department of Medicine, Geriatrics Division, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Amy J H Kind
- Wisconsin Alzheimer's Disease Research Center, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, USA
- Geriatric Research Education and Clinical Center, William S. Middleton Memorial Veterans Hospital, Madison, Madison, WI, USA
- Health Services and Care Research Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Barbara B Bendlin
- Wisconsin Alzheimer's Institute, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, USA
- Wisconsin Alzheimer's Disease Research Center, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, USA
- Geriatric Research Education and Clinical Center, William S. Middleton Memorial Veterans Hospital, Madison, Madison, WI, USA
| | - Pallavi Tiwari
- Departments of Radiology and Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, USA
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Sullivan A, Armendariz M, Thierry AD. A Scoping Review of Neighborhoods and Cognitive Health Disparities Among US Midlife and Older Adults. J Aging Health 2024; 36:257-270. [PMID: 37350741 DOI: 10.1177/08982643231185379] [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: 06/24/2023]
Abstract
Objectives: The neighborhood environment may be an important determinant of racial/ethnic disparities in cognitive function. To understand how neighborhoods are linked to cognition across racial/ethnic groups, this scoping review organizes research investigating relationships between multiple neighborhood domains and cognitive function in diverse samples of US midlife and older adults. Methods: PubMed/MEDLINE, Web of Science, and CAHL were used to extract quantitative disparities-focused studies (n = 17) that included US adults ages 50+, racial/ethnic minoritized populations, cognitive dependent variable(s), and neighborhood-level independent variable(s) published from January 2010 to October 2021. Results: Studies demonstrate variation within and between racial/ethnic groups in how neighborhood factors are associated with cognition. Economically and socially advantaged neighborhoods were associated with better cognition. Findings were mixed for built and neighborhood composition measures. Discussion: More research with greater racial/ethnic representation is needed to disentangle which aspects of the neighborhood are most salient for specific cognitive function domains across diverse populations.
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Affiliation(s)
- Allison Sullivan
- Department of Public Health, Jackson State University, Jackson, MS, USA
| | - Marina Armendariz
- Department of Public Health, University of Texas at San Antonio, San Antonio, TX, USA
| | - Amy D Thierry
- Department of Public Health Sciences, Xavier University of Louisiana, New Orleans, LA, USA
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Peterson RL, Pejak R, George KM, Gilsanz P, Ko M, Meyer OL, Mayeda ER, Kind A, Whitmer RA. Race, community disadvantage, and cognitive decline: Findings from KHANDLE and STAR. Alzheimers Dement 2024; 20:904-913. [PMID: 37817548 PMCID: PMC10917037 DOI: 10.1002/alz.13511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 08/24/2023] [Accepted: 09/19/2023] [Indexed: 10/12/2023]
Abstract
INTRODUCTION Community disadvantage is associated with late-life cognition. Few studies examine its contribution to racial disparities in cognition/cognitive change. METHODS Inverse probability weighted models estimated expected mean differences in cognition/cognitive change attributed to residing in less advantaged communities, defined as cohort top quintile of Area Deprivation Indices (ADI): childhood 66-100; adulthood ADI 5-99). Interactions by race tested. RESULTS More Black participants resided in less advantaged communities. Semantic memory would be lower if all participants had resided in less advantaged childhood (b = -0.16, 95% confidence interval [CI] = -0.30, -0.03) or adulthood (b = -0.14, 95% CI = -0.22, -0.04) communities. Race interactions indicated that, among Black participants, less advantaged childhood communities were associated with higher verbal episodic memory (interaction p-value = 0.007) and less advantaged adulthood communities were associated with lower semantic memory (interaction p-value = 0.002). DISCUSSION Examining racial differences in levels of community advantage and late-life cognitive decline is a critical step toward unpacking community effects on cognitive disparities.
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Affiliation(s)
- Rachel L. Peterson
- School of Public and Community Health SciencesUniversity of MontanaMissoulaMontanaUSA
| | - Rebecca Pejak
- School of Public and Community Health SciencesUniversity of MontanaMissoulaMontanaUSA
| | - Kristen M. George
- Department of Public Health SciencesUniversity of California DavisDavisCaliforniaUSA
| | - Paola Gilsanz
- Division of ResearchKaiser Permanente Northern CaliforniaOaklandCaliforniaUSA
| | - Michelle Ko
- Department of Public Health SciencesUniversity of California DavisDavisCaliforniaUSA
| | - Oanh L. Meyer
- Department of NeurologyUniversity of California DavisDavisCaliforniaUSA
| | - Elizabeth Rose Mayeda
- Fielding School of Public HealthUniversity of California Los AngelesLos AngelesCaliforniaUSA
| | - Amy Kind
- University of Wisconsin Center for Health Disparities ResearchMadisonWisconsinUSA
| | - Rachel A. Whitmer
- Departments of Public Health Sciences and NeurologyUniversity of California DavisDavisCaliforniaUSA
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Papadimitriou A, Dawson AZ, Thorgerson A, Bhandari S, Martinez M, Egede LE. Understanding the Relationship Between Wealth and Cognitive Function by Race/Ethnicity Among Older United States Adults with Diabetes. J Alzheimers Dis 2024; 98:1145-1155. [PMID: 38489179 DOI: 10.3233/jad-231107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2024]
Abstract
Background The prevalence of type 2 diabetes is increasing with the burden disproportionately falling on older adults and racial/ethnic minorities. Older adults with diabetes show greater cognitive decline and there are disparities in cognitive function by race/ethnicity that can be explained by social determinants such as wealth. Objective To understand whether there is a differential relationship between wealth and cognitive function by race/ethnicity among older U.S. adults with diabetes. Methods Data on 9,006 adults aged 50+ with diabetes from the Health and Retirement Study (2006-2016) were analyzed. The primary outcome, cognitive function, was a score ranging from range 0-27 categorized as: normal [12-27], mild cognitive impairment (MCI) [7-11], and dementia including Alzheimer's disease [0-6]. Three modeled outcomes were: 1) normal versus MCI, 2) normal versus dementia, 3) MCI versus dementia. Wealth was log transformed and used as continuous and binary (≥median, Results In adjusted models, greater wealth was significantly associated with lower odds of MCI and dementia for all groups. Similarly, having wealth less than the sample median was associated with higher odds of MCI and dementia compared to wealth≥sample median. Conclusions Increased wealth was significantly protective against MCI and dementia for all ethnic groups. Wealth less than the sample median was associated with greater odds of dementia for NHB and NHW.
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Affiliation(s)
- Amelia Papadimitriou
- Department of Medicine, Medical School, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Aprill Z Dawson
- Department of Medicine, Division of General Internal Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Abigail Thorgerson
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Sanjay Bhandari
- Department of Medicine, Division of General Internal Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Martin Martinez
- Department of Medicine, Medical School, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Leonard E Egede
- Department of Medicine, Division of General Internal Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
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Lee KH, Lee S, Ryu J, Chun S, Heo J. Geographically varying associations between mentally unhealthy days and social vulnerability in the USA. Public Health 2023; 222:13-20. [PMID: 37499437 DOI: 10.1016/j.puhe.2023.06.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 06/12/2023] [Accepted: 06/22/2023] [Indexed: 07/29/2023]
Abstract
OBJECTIVES A growing body of research has incorporated the Social Vulnerability Index (SVI) into an expanded understanding of the social determinants of health. Although each component of SVI and its association with individual-level mental health conditions have been well discussed, variation in mentally unhealthy days (MUDs) at a county level is still unexplored. To systematically examine the geographically varying relationships between SVI and MUDs across the US counties, our study adopted two different methods: 1) aspatial regression modeling (ordinary least square [OLS]); and 2) locally calibrated spatial regression (geographically weighted regression [GWR]). STUDY DESIGN This study used a cross-sectional statistical design and geospatial data manipulation/analysis techniques. Analytical unit is each of the 3109 counties in the continental USA. METHODS We tested the model performance of two different methods and suggest using both methods to reduce potential issues (e.g., Simpson's paradox) when researchers apply aspatial analysis to spatially coded data sets. We applied GWR after checking the spatial dependence of residuals and non-stationary issues in OLS. GWR split a single OLS equation into 3109 equations for each county. RESULTS Among 15 SVI variables, a combination of eight variables showed the best model performance. Notably, unemployment, person with a disability, and single-parent households with children aged under 18 years especially impacted the variation of MUDs in OLS. GWR showed better model performance than OLS and specified each county's varying relationships between subcomponents of SVI and MUDs. For example, GWR specified that 69.3% (2157 of 3109) of counties showed positive relationships between single-parent households and MUDs across the USA. Higher positive relationships were concentrated in Michigan, Kansas, Texas, and Louisiana. CONCLUSIONS Our findings could contribute to the literature regarding social determinants of community mental health by specifying spatially varying relationships between SVI and MUDs across US counties. Regarding policy implementation, in counties containing more social and physical minorities (e.g., single-parent households and disabled population), policymakers should attend to these groups of people and increase intervention programs to reduce potential or current mental health illness. The results of GWR could help policymakers determine the specific counties that need more support to reduce regional mental health disparities.
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Affiliation(s)
- Kyung Hee Lee
- Department of Recreation, Parks and Leisure Services Administration, Central Michigan University, USA.
| | - Sunwoo Lee
- The Faculty of Physical Culture, Palacký University Olomouc, Třída Míru 117, 77111 Olomouc, Czech Republic
| | - Jungsu Ryu
- Department of Sport Management, Marshall University, USA
| | - Sanghee Chun
- Department of Recreation & Leisure Studies, Brock University, Canada
| | - Jinmoo Heo
- Department of Sports Industry Studies, Yonsei University, South Korea
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Villalonga-Olives E, Majercak KR, Almansa J, Khambaty T. Longitudinal impact of volunteering on the cognitive functioning of older adults: A secondary analysis from the US Health and Retirement Study. Int J Nurs Sci 2023; 10:373-382. [PMID: 37545782 PMCID: PMC10401338 DOI: 10.1016/j.ijnss.2023.06.018] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 05/30/2023] [Accepted: 06/23/2023] [Indexed: 08/08/2023] Open
Abstract
Objectives To examine the relationship of volunteering with cognitive activity, social activity, and physical activity among older adults and, ultimately, with later cognitive functioning across different time periods. Methods We used individual responding to three waves of the US Health and Retirement Study panel data from 2008, 2012, and 2016 (n = 2,862). Self-reported questionnaires were used to assess annual volunteering frequency (non volunteering, volunteering <100 h and ≥100 h), and an adapted version of the Telephone Interview for Cognitive Status (TICS) was used to assess memory, mental processing, knowledge, language, and orientation. A structural equation model was estimated to assess effects on cognitive functioning throughout waves. Results Those participants that were part of volunteering activities in 2012 showed an increase between 2008 and 2012 in moderate physical activity (β = 0.19, P < 0.001 for those volunteering less than 100 h and β = 0.21, P < 0.001 for those volunteering at least 100 h), increase in social activity (β = 0.10, P = 0.052 for those volunteering less than 100 h and β = 0.12, P = 0.018 for those volunteering at least 100 h) and increase in higher cognitive activity (β = 0.13, P < 0.001 for those volunteering at least 100 h), compared to participants who did not volunteer. Higher levels of cognitive activity in 2008 and 2012 were associated with higher cognitive functioning on the following waves (β = 0.66 and β = 0.60, P < 0.001, respectively). Discussion Volunteering is a modifiable activity that can be increased to bolster cognitive functioning in older adulthood, primarily mediated by increased cognitive activity.
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Affiliation(s)
- Ester Villalonga-Olives
- Sciences and Health Outcomes Research Department, University of Maryland School of Pharmacy, Baltimore, MD, USA
| | - Kayleigh R. Majercak
- Sciences and Health Outcomes Research Department, University of Maryland School of Pharmacy, Baltimore, MD, USA
| | - Josue Almansa
- Department of Health Sciences, Community & Occupational Medicine, University Medical Center, University of Groningen, the Netherlands
| | - Tasneem Khambaty
- Department of Psychology, University of Maryland, Baltimore County, Baltimore, MD, USA
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Gianaros PJ, Miller PL, Manuck SB, Kuan DCH, Rosso AL, Votruba-Drzal EE, Marsland AL. Beyond Neighborhood Disadvantage: Local Resources, Green Space, Pollution, and Crime as Residential Community Correlates of Cardiovascular Risk and Brain Morphology in Midlife Adults. Psychosom Med 2023; 85:378-388. [PMID: 37053093 PMCID: PMC10239348 DOI: 10.1097/psy.0000000000001199] [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: 04/14/2023]
Abstract
OBJECTIVE Residing in communities characterized by socioeconomic disadvantage confers risk of cardiometabolic diseases. Residing in disadvantaged communities may also confer the risk of neurodegenerative brain changes via cardiometabolic pathways. This study tested whether features of communities-apart from conventional socioeconomic characteristics-relate not only to cardiometabolic risk but also to relative tissue reductions in the cerebral cortex and hippocampus. METHODS Participants were 699 adults aged 30 to 54 years (340 women; 22.5% non-White) whose addresses were geocoded to compute community indicators of socioeconomic disadvantage, as well as air and toxic chemical pollutant exposures, homicide rates, concentration of employment opportunities, land use (green space), and availability of supermarkets and local resources. Participants also underwent assessments of cortical and hippocampal volumes and cardiometabolic risk factors (adiposity, blood pressure, fasting glucose, and lipids). RESULTS Multilevel structural equation modeling demonstrated that cardiometabolic risk was associated with community disadvantage ( β = 0.10, 95% confidence interval [CI] = 0.01 to 0.18), as well as chemical pollution ( β = 0.11, 95% CI = 0.02 to 0.19), homicide rates ( β = 0.10, 95% CI = 0.01 to 0.18), employment opportunities ( β = -0.16, 95% CI = -0.27 to -0.04), and green space ( β = -0.12, 95% CI = -0.20 to -0.04). Moreover, cardiometabolic risk indirectly mediated the associations of several of these community features and brain tissue volumes. Some associations were nonlinear, and none were explained by participants' individual-level socioeconomic characteristics. CONCLUSIONS Features of communities other than conventional indicators of socioeconomic disadvantage may represent nonredundant correlates of cardiometabolic risk and brain tissue morphology in midlife.
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Affiliation(s)
- Peter J Gianaros
- From the Department of Psychology (Gianaros, Manuck, Votruba-Drza, Marsland) and Learning and Research Development Center (Miller, Votruba-Drza), University of Pittsburgh, Pittsburgh, Pennsylvania; Corning Incorporated (Kuan), Corning, New York; and Department of Epidemiology (Rosso), University of Pittsburgh, Pittsburgh, Pennsylvania
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Lu Z, Teng Y, Wang L, Jia L, Chen Z, Ding S. Analysis of the prevalence and related factors of primary hypertension among adolescents and children in the Taicang area. BMC Pediatr 2023; 23:265. [PMID: 37237330 DOI: 10.1186/s12887-023-04061-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 05/04/2023] [Indexed: 05/28/2023] Open
Abstract
OBJECTIVE To investigate the prevalence of hypertension in adolescents and children in the Taicang area and analyse related factors to provide a theoretical basis for the prevention and control of hypertension in this region. METHODS A total of 1,000 students who were visited and surveyed in primary schools in the Taicang area in 2021 were selected for statistical testing using a cluster random sampling method, and a survey was conducted on their dietary habits. dietary habits, such as the consumption of meals that included protein-rich animal products, beans and dairy products, vegetables and fruits, salty foods and fried food, was taken into consideration, along with physical fitness indices, waist-to-height ratio and waist circumference. RESULTS Of the 1,000 adolescents and children surveyed, 222 were classified into the hypertensive group and 778 into the normotensive group. There were 138 boys (a prevalence rate of 6.3%) and 84 girls (a prevalence rate of 4.1%) in the hypertensive group. The physical fitness indices of the hypertensive group were significantly higher than those of the normotensive group. Concerning dietary structure, the frequency of cereal intake between the two groups was comparable, while the hypertensive group's intake of vegetables, fruits, beans and dairy products was significantly lower than that of the normotensive group. Finally, a logistic multivariate regression analysis of related factors was carried out, and it was concluded that waist-to-height ratio, waist circumference and salty and fried food intake were positively correlated with the prevalence of hypertension. CONCLUSION The prevalence of hypertension among adolescents and children in the Taicang area is high. Body weight and dietary structure can be used as reference indicators for the prevalence of hypertension in this age group.
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Affiliation(s)
- Zhongxing Lu
- Department of Pediatrics, Changzhou maternal and Child Health Hospital Affiliated to Nanjing Medical University, Nanjing, China
| | - Yan Teng
- Department of Pediatrics, Taicang Affiliated Hospital of Soochow University, Suzhou, 215400, Jiangsu Province, China
| | - Lifang Wang
- Department of Pediatrics, Taicang Affiliated Hospital of Soochow University, Suzhou, 215400, Jiangsu Province, China
| | - Lishan Jia
- Department of Pediatrics, Taicang Affiliated Hospital of Soochow University, Suzhou, 215400, Jiangsu Province, China
| | - Zhiyun Chen
- Department of Pediatrics, Taicang Affiliated Hospital of Soochow University, Suzhou, 215400, Jiangsu Province, China
| | - Shouling Ding
- Department of Pediatrics, Taicang Affiliated Hospital of Soochow University, Suzhou, 215400, Jiangsu Province, China.
- Department of Pediatrics, Taicang Affiliated Hospital of Soochow University, No. 58 Changsheng South Road, 215400, 215400, Taicang, Jiangsu Province, China.
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Venkatesan UM, Rabinowitz AR, Bernier RA, Soto JA, Hillary FG. Effects of Perceived Discrimination on Behavioral Health Outcomes in People Aging With Traumatic Brain Injury. J Head Trauma Rehabil 2023; 38:191-200. [PMID: 36731038 DOI: 10.1097/htr.0000000000000815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVE To evaluate major and everyday experiences of discrimination (MED and EED, respectively) in relation to behavioral health outcomes in people with traumatic brain injury (PwTBI). SETTING Outpatient research laboratory. PARTICIPANTS Adults, 50 years or older, with a chronic (1+ year) history of moderate or severe TBI ( N = 118). DESIGN Cross-sectional observational study. MAIN MEASURES MED and EED (primary measures of interest) and behavioral health outcomes: global cognition, psychological symptoms, neurobehavioral symptoms, societal participation, and health-related quality of life (HRQoL). In participants with available geodata ( N = 28), neighborhood socioeconomic deprivation (ND) was examined as a potential contributor to MED, EED, and measured outcomes. RESULTS EED and MED were significantly associated with psychological symptoms, neurobehavioral symptoms, and HRQoL after correction for multiple comparisons. Counter to expectations, EED were related to higher societal participation. MED and EED were unrelated to cognition. When MED and EED were entered together in hierarchical regressions, only EED made significant contributions beyond demographic and injury-related covariates to each outcome. Sensitivity analyses revealed that most of these relationships were not solely accounted for by disability-related discrimination. ND showed negligible associations with discrimination but moderate effect sizes for cognition and participation. Race was not significantly related to discrimination and was not a significant predictor in regression models but was strongly associated with ND. CONCLUSION The current data provide preliminary support for perceived discrimination as an important factor in neurobehavioral and psychosocial health, but not cognitive performance, after TBI. These relationships appear to be driven by daily experiences of discriminatory treatment versus single major instances of injustice. Measured outcomes may also reflect socioeconomic challenges and structural discrimination faced by diverse PwTBI, although more work in this area is urgently needed. Multiple sources of marginalization and disenfranchisement and their functional effects should be considered in TBI rehabilitation and outcome monitoring.
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Affiliation(s)
- Umesh M Venkatesan
- Department of Rehabilitation Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania (Drs Venkatesan and Rabinowitz); Moss Rehabilitation Research Institute, Elkins Park, Pennsylvania (Drs Venkatesan and Rabinowitz); Department of Neurosciences, UC San Diego School of Medicine, La Jolla, California (Dr Bernier); Department of Psychology, Pennsylvania State University, University Park (Drs Soto and Hillary); and Department of Neurology, Penn State Hershey Medical Center, Hershey, Pennsylvania (Dr Hillary)
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13
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Jia X, Su C, Du W, Zhang X, Wang L, Huang F, Bai J, Wei Y, Wang Z, Zhang B, Wang H. Association of Dietary Quality with Cognitive Function in Chinese Adults Aged 55 Years and Above: A Longitudinal Study. J Nutr Health Aging 2023; 27:514-523. [PMID: 37498099 DOI: 10.1007/s12603-023-1941-x] [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: 04/13/2023] [Accepted: 05/15/2023] [Indexed: 07/28/2023]
Abstract
OBJECTIVES Diet is an important modifiable factor for brain health and aging. Present study aimed to explore association of dietary quality with cognitive function and poor cognition in middle-aged and older adults participating in the China Health and Nutrition Survey (CHNS). DESIGN A longitudinal study with a twenty-year follow-up. SETTING AND PARTICIPANTS Data were drawn from the CHNS 1997, 2000, 2004, 2006, 2015 and 2018. Subjects aged 55 years and more who participated in at least two waves and had completed data on socio-demographics, lifestyle, disease history, anthropometrics, dietary measure and cognitive assessment were eligible in present study. METHODS Baseline diet were assessed by 3-day 24-hour dietary recalls and used to evaluate diet quality via China Elderly Dietary Guidelines Index 2022 (CDGI 2022-E). Cognitive function was examined using part items of the Telephone Interview for Cognitive Status-modified. Three-level linear mixed effects models and three-level mixed effects logistic regression models were performed to estimate the association between diet quality and cognitive function and odds of poor cognition, respectively. RESULTS At baseline, 4173 subjects with median age of 63.7 years were recruited. Median of CDGI 2022-E total score was 44.7. Median score of global cognition was 16.0, and the proportion of people with poor cognitive function was 13.9%. Difference in global cognitive score was observed by tertiles of CDGI 2022-E (p<0.05). Significant associations of high diet quality with increment in global cognitive score [β (95%CI): 0.704 (0.394~1.015)], composite cognitive z score [0.086 (0.045~0.128)] and standardized verbal memory score [0.221 (0.122~0.320)] were observed in total subjects. Consistent associations were also found in those below 65 years at baseline. The likelihood of poor cognition in the highest tertile of CDGI 2022-E decreased by 18% (95%CI: 0.698~0.965) relative to the lowest tertile group in total population. CONCLUSIONS High diet quality may be beneficial for improving cognitive function and delaying cognitive decline in Chinese middle-aged and older population.
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Affiliation(s)
- X Jia
- Wang Huijun, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention/Key Laboratory of Trace Element Nutrition, National Health Commission of the People's Republic of China, Beijing 100050, China, Tel: +86-010-66237089;
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14
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Mobley TM, Shaw C, Hayes-Larson E, Fong J, Gilsanz P, Gee GC, Brookmeyer R, Whitmer RA, Casey JA, Rose Mayeda E. Neighborhood disadvantage and dementia incidence in a cohort of Asian American and non-Latino White older adults in Northern California. Alzheimers Dement 2023; 19:296-306. [PMID: 35388625 PMCID: PMC9535033 DOI: 10.1002/alz.12660] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 02/09/2022] [Accepted: 02/22/2022] [Indexed: 01/18/2023]
Abstract
INTRODUCTION Some evidence suggests that neighborhood socioeconomic disadvantage is associated with dementia-related outcomes. However, prior research is predominantly among non-Latino Whites. METHODS We evaluated the association between neighborhood disadvantage (Area Deprivation Index [ADI]) and dementia incidence in Asian American (n = 18,103) and non-Latino White (n = 149,385) members of a Northern California integrated health care delivery system aged 60 to 89 at baseline. Race/ethnicity-specific Cox proportional hazards models adjusted for individual-level age, sex, socioeconomic measures, and block group population density estimated hazard ratios (HRs) for dementia. RESULTS Among non-Latino Whites, ADI was associated with dementia incidence (most vs. least disadvantaged ADI quintile HR = 1.09, 95% confidence interval [CI] = 1.02-1.15). Among Asian Americans, associations were close to null (e.g., most vs. least disadvantaged ADI quintile HR = 1.01, 95% CI = 0.85-1.21). DISCUSSION ADI was associated with dementia incidence among non-Latino Whites but not Asian Americans. Understanding the potentially different mechanisms driving dementia incidence in these groups could inform dementia prevention efforts.
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Affiliation(s)
- Taylor M. Mobley
- Department of Epidemiology, University of California, Los Angeles Fielding School of Public Health, Los Angeles, California
| | - Crystal Shaw
- Department of Epidemiology, University of California, Los Angeles Fielding School of Public Health, Los Angeles, California
- Department of Biostatistics, University of California, Los Angeles Fielding School of Public Health, Los Angeles, California
| | - Eleanor Hayes-Larson
- Department of Epidemiology, University of California, Los Angeles Fielding School of Public Health, Los Angeles, California
| | - Joseph Fong
- Department of Epidemiology, University of California, Los Angeles Fielding School of Public Health, Los Angeles, California
| | - Paola Gilsanz
- Kaiser Permanente Division of Research, Oakland, CA
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California
| | - Gilbert C. Gee
- Department of Community Health Sciences, Fielding School of Public Health, University of California, Los Angeles, CA, USA
| | - Ron Brookmeyer
- Department of Biostatistics, University of California, Los Angeles Fielding School of Public Health, Los Angeles, California
| | - Rachel A. Whitmer
- Kaiser Permanente Division of Research, Oakland, CA
- Department of Public Health Sciences, University of California Davis School of Medicine, Davis, CA, USA
- Alzheimer’s Disease Center, University of California Davis Health, Sacramento, CA, USA
| | - Joan A. Casey
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY USA
| | - Elizabeth Rose Mayeda
- Department of Epidemiology, University of California, Los Angeles Fielding School of Public Health, Los Angeles, California
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California
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15
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Hirsch JA, Michael YL, Moore KA, Melly S, Hughes TM, Hayden K, Luchsinger JA, Jimenez MP, James P, Besser LM, Sánchez B, Diez Roux AV. Longitudinal neighbourhood determinants with cognitive health and dementia disparities: protocol of the Multi-Ethnic Study of Atherosclerosis Neighborhoods and Aging prospective cohort study. BMJ Open 2022; 12:e066971. [PMID: 36368762 PMCID: PMC9660618 DOI: 10.1136/bmjopen-2022-066971] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 10/17/2022] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION The burden of Alzheimer's disease (AD) and AD-related dementias (ADRD) is increasing nationally and globally, with disproportionate impacts on lower-income, lower education and systematically marginalised older adults. Presence of inequalities in neighbourhood factors (eg, social context, physical and built environments) may affect risk of cognitive decline and be key for intervening on AD/ADRD disparities at the population level. However, existing studies are limited by a dearth of longitudinal, detailed neighbourhood measures linked to rich, prospective cohort data. Our main objective is to identify patterns of neighbourhood change related to prevalence of-and disparities in-cognitive decline and dementia. METHODS AND ANALYSES We describe the process of collecting, processing and linking extensive neighbourhood data to the Multi-Ethnic Study of Atherosclerosis (MESA), creating a 25+ years dataset. Within the MESA parent study, the MESA Neighborhoods and Aging cohort study will characterise dynamic, longitudinal neighbourhood social and built environment variables relevant to cognition for residential addresses of MESA participants. This includes administering new surveys, expanding residential address histories, calculating new measures derived from spatial data and implementing novel deep learning algorithms on street-level imagery. Applying novel statistical techniques, we will examine associations of neighbourhood environmental characteristics with cognition and clinically relevant AD/ADRD outcomes. We will investigate determinants of disparities in outcomes by socioeconomic position and race/ethnicity and assess the contribution of neighbourhood environments to these disparities. This project will provide new evidence about pathways between neighbourhood environments and cognitive outcomes, with implications for policies to support healthy ageing. ETHICS AND DISSEMINATION This project was approved by the University of Washington and Drexel University Institutional Review Boards (protocols #00009029 and #00014523, and #180900605). Data will be distributed through the MESA Coordinating Center. Findings will be disseminated in peer-reviewed scientific journals, briefs, presentations and on the participant website.
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Affiliation(s)
- Jana A Hirsch
- Urban Health Collaborative and Department of Epidemiology and Biostatistics, Drexel University, Philadelphia, Pennsylvania, USA
| | - Yvonne L Michael
- Department of Epidemiology and Biostatistics, Drexel University, Philadelphia, Pennsylvania, USA
| | - Kari A Moore
- Urban Health Collaborative, Drexel University, Philadelphia, Pennsylvania, USA
| | - Steven Melly
- Urban Health Collaborative, Drexel University, Philadelphia, Pennsylvania, USA
| | - Timothy M Hughes
- Department of Internal Medicine, Medical Center Boulevard, Winston-Salem, Carolina, USA
| | - Kathleen Hayden
- Department of Social Sciences and Health Policy, Bowman Gray Center for Medical Education, Winston-Salem, Carolina, USA
| | - Jose A Luchsinger
- Department of Medicine, Columbia University, New York, New York, USA
| | - Marcia P Jimenez
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Peter James
- Department of Population Medicine, Harvard Medical School, Boston, Massachusetts, USA
- Department of Population Medicine, Harvard TH Chan School of Public Health, Boston, Massachusetts, USA
| | - Lilah M Besser
- Department of Neurology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Brisa Sánchez
- Department of Epidemiology and Biostatistics, Drexel University, Philadelphia, Pennsylvania, USA
| | - Ana V Diez Roux
- Department of Epidemiology and Biostatistics, Drexel University, Philadelphia, Pennsylvania, USA
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16
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Zhang B, Hu M, Sun Y, Lin Y, Zhu C. Associations Between the Prevalence, Treatment, Control of Hypertension and Cognitive Trajectories Among Chinese Middle-Aged and Older Adults. Am J Geriatr Psychiatry 2022; 30:1123-1134. [PMID: 35466016 DOI: 10.1016/j.jagp.2022.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 03/26/2022] [Accepted: 03/27/2022] [Indexed: 01/25/2023]
Abstract
OBJECTIVE To investigate the associations between the prevalence, treatment, control of hypertension, and trajectories of cognitive performance among Chinese middle-aged and older adults. DESIGN An 8-year longitudinal study. SETTING China. PARTICIPANTS Chinese middle-aged and older adults. MEASUREMENTS Data from the China Health and Retirement Longitudinal Study were utilized. Group-based trajectory modeling was performed to identify heterogeneous trajectories of episodic memory and executive function. Multinomial logistic regression models were established to examine the relationships between hypertension status and cognitive trajectories, stratified by sex. RESULTS Three episodic memory trajectories and four executive function trajectories were identified in males and females. Hypertension prevalence was associated with worse episodic memory and executive function trajectories in females. Compared with treated hypertensives, untreated hypertensives were more likely to have worse executive function trajectories, both in males and females. Among male treated hypertensives, those with uncontrolled blood pressure (BP) had worse episodic memory trajectories compared with their counterparts with controlled at standard targets, while females with uncontrolled BP demonstrated worse executive function trajectories compared with females controlled at standard targets. There was basically no significant difference in cognitive trajectory memberships between individuals with controlled hypertension corresponding to intensive or standard BP targets. CONCLUSIONS The prevalence of hypertension was associated with worse cognitive trajectories, and the treatment and control of hypertension were related to more favorable cognitive trajectories. Intensive BP control target was not associated with additional benefit beyond the recognized protective effect of standard BP targets on cognitive trajectories.
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Affiliation(s)
- Baiyang Zhang
- Department of epidemiology and health statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Meijing Hu
- Department of epidemiology and health statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Yue Sun
- Department of epidemiology and health statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Yidie Lin
- Department of epidemiology and health statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Cairong Zhu
- Department of epidemiology and health statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China.
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17
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Luo J, Zhang B, Willroth EC, Mroczek DK, Roberts BW. The Roles of General and Domain-Specific Perceived Stress in Healthy Aging. J Gerontol B Psychol Sci Soc Sci 2021; 77:536-549. [PMID: 34265038 DOI: 10.1093/geronb/gbab134] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVES Theoretical and empirical evidence suggests the existence of a general perceived stress factor overarching different life domains. The present study investigated the general perceived stress relative to domain-specific perceived stress as predictors of 26 diverse health outcomes, including mental and physical health, health behaviors, cognitive functioning, and physiological indicators of health. METHOD A bifactor exploratory structural equational modelling (BiESEM) approach was adopted in two aging samples from the Health and Retirement Study (HRS; N = 8325 in Sample 1, N = 7408 in Sample 2). RESULTS Across the two samples, perceived stress was well-represented by a bifactor structure where there was a robust general perceived stress factor representing a general propensity towards stress perception. Meanwhile, after controlling for the general perceived stress factor, specific factors that represent perceived stress in different life domains were still clearly present. Results also suggested age, sex, race, education, personality traits, and past and recent stressor exposure as possible factors underlying individual differences in the general perceived stress factor. The general perceived stress factor was the most robust predictor of the majority of health outcomes, as well as changes in mental health outcomes. The specific factor of perceived neighborhood stress demonstrated incremental predictive effects across different types of health outcomes. DISCUSSION The current study provides strong evidence for the existence of a general perceived stress factor that captures variance shared among stress across life domains, and the general perceived stress factor demonstrated substantial prospective predictive effects on diverse health outcomes in older adulthood.
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Affiliation(s)
- Jing Luo
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Bo Zhang
- Department of Psychological and Brain Sciences, Texas A&M University, TAMU, College Station, TX, USA
| | - Emily C Willroth
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Daniel K Mroczek
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Brent W Roberts
- Department of Psychology, University of Illinois at Urbana-Champaign, 603 E. Daniel St., Champaign, IL, USA
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18
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Hunt JFV, Vogt NM, Jonaitis EM, Buckingham WR, Koscik RL, Zuelsdorff M, Clark LR, Gleason CE, Yu M, Okonkwo O, Johnson SC, Asthana S, Bendlin BB, Kind AJH. Association of Neighborhood Context, Cognitive Decline, and Cortical Change in an Unimpaired Cohort. Neurology 2021; 96:e2500-e2512. [PMID: 33853894 DOI: 10.1212/wnl.0000000000011918] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 02/24/2021] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To test the hypothesis that neighborhood-level disadvantage is associated with longitudinal measures of neurodegeneration and cognitive decline in an unimpaired cohort. METHODS Longitudinal MRI and cognitive testing data were collected from 601 cognitively unimpaired participants in the Wisconsin Registry for Alzheimer's Prevention Study and the Wisconsin Alzheimer's Disease Research Center clinical cohort. Area Deprivation Index was geospatially determined based on participant residence geocode and ranked relative to state of residence. Linear regression models were fitted to test associations between neighborhood-level disadvantage and longitudinal change in cortical thickness and cognitive test performance. Mediation tests were used to assess whether neurodegeneration and cognitive decline were associated with neighborhood-level disadvantage along the same theoretical causal path. RESULTS In our middle- to older-aged study population (mean baseline age 59 years), living in the 20% most disadvantaged neighborhoods (n = 19) relative to state of residence was associated with cortical thinning in Alzheimer signature regions (p = 0.002) and decline in the Preclinical Alzheimer's Disease Cognitive Composite (p = 0.04), particularly the Trail-Making Test, part B (p < 0.001), but not Rey Auditory Verbal Learning Test (p = 0.77) or Story Memory Delayed Recall (p = 0.49) subtests. Associations were attenuated but remained significant after controlling for racial and demographic differences between neighborhood-level disadvantage groups. Cortical thinning partially mediated the association between neighborhood-level disadvantage and cognitive decline. CONCLUSIONS In this longitudinal study of cognitively unimpaired adults, living in the most highly disadvantaged neighborhoods was associated with accelerated degeneration in Alzheimer signature regions and cognitive decline. This study provides further evidence for neighborhood-level disadvantage as a risk factor for preclinical neurodegeneration and cognitive decline in certain populations. Limitations of the present study, including a small number of participants from highly disadvantaged neighborhoods and a circumscribed geographic setting, should be explored in larger and more diverse study cohorts.
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Affiliation(s)
- Jack F V Hunt
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI
| | - Nicholas M Vogt
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI
| | - Erin M Jonaitis
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI
| | - William R Buckingham
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI
| | - Rebecca L Koscik
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI
| | - Megan Zuelsdorff
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI
| | - Lindsay R Clark
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI
| | - Carey E Gleason
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI
| | - Menggang Yu
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI
| | - Ozioma Okonkwo
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI
| | - Sterling C Johnson
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI
| | - Sanjay Asthana
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI
| | - Barbara B Bendlin
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI.
| | - Amy J H Kind
- From the Wisconsin Alzheimer's Disease Research Center (J.F.V.H., N.M.V., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Wisconsin Alzheimer's Institute (E.M.J., R.L.K., O.O., S.C.J., S.A., B.B.B.), Department of Medicine, Geriatrics Division (W.R.B., M.Z., L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), Health Services and Care Research Program (W.R.B., A.J.H.K.), and Department of Biostatistics & Medical Informatics (M.Y.), University of Wisconsin School of Medicine and Public Health; University of Wisconsin School of Nursing (M.Z.); and Geriatric Research Education and Clinical Center (GRECC) (L.R.C., C.E.G., O.O., S.C.J., S.A., B.B.B., A.J.H.K.), William S. Middleton Hospital, United States Department of Veterans Affairs, Madison, WI.
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Parental Education and Left Lateral Orbitofrontal Cortical Activity during N-Back Task: An fMRI Study of American Adolescents. Brain Sci 2021; 11:brainsci11030401. [PMID: 33809905 PMCID: PMC8004246 DOI: 10.3390/brainsci11030401] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Accepted: 03/19/2021] [Indexed: 12/03/2022] Open
Abstract
Introduction. The Orbitofrontal Cortex (OFC) is a cortical structure that has implications in cognition, memory, reward anticipation, outcome evaluation, decision making, and learning. As such, OFC activity correlates with these cognitive brain abilities. Despite research suggesting race and socioeconomic status (SES) indicators such as parental education may be associated with OFC activity, limited knowledge exists on multiplicative effects of race and parental education on OFC activity and associated cognitive ability. Purpose. Using functional brain imaging data from the Adolescent Brain Cognitive Development (ABCD) study, we tested the multiplicative effects of race and parental education on left lateral OFC activity during an N-Back task. In our study, we used a sociological rather than biological theory that conceptualizes race and SES as proxies of access to the opportunity structure and exposure to social adversities rather than innate and non-modifiable brain differences. We explored racial variation in the effect of parental educational attainment, a primary indicator of SES, on left lateral OFC activity during an N-Back task between Black and White 9–10 years old adolescents. Methods. The ABCD study is a national, landmark, multi-center brain imaging investigation of American adolescents. The total sample was 4290 9–10 years old Black or White adolescents. The independent variables were SES indicators, namely family income, parental education, and neighborhood income. The primary outcome was the average beta weight for N-Back (2 back versus 0 back contrast) in ASEG ROI left OFC activity, measured by functional Magnetic Resonance Imaging (fMRI) during an N-Back task. Ethnicity, age, sex, subjective SES, and family structure were the study covariates. For data analysis, we used linear regression models. Results. In White but not Black adolescents, parental education was associated with higher left lateral OFC activity during the N-Back task. In the pooled sample, we found a significant interaction between race and parental education on the outcome, suggesting that high parental education is associated with a larger increase in left OFC activity of White than Black adolescents. Conclusions. For American adolescents, race and SES jointly influence left lateral OFC activity correlated with cognition, memory, decision making, and learning. Given the central role of left lateral OFC activity in learning and memory, our finding calls for additional research on contextual factors that reduce the gain of SES for Black adolescents. Cognitive inequalities are not merely due to the additive effects of race and SES but also its multiplicative effects.
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