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Wang Y, Zang EX, Davis-Plourde K, Vander Wyk B, Gill TM, Becher RD. Incidence of Frailty, Dementia, and Disability Among Community-Living Older Americans According to County-Level Disadvantage. J Am Geriatr Soc 2025. [PMID: 40196885 DOI: 10.1111/jgs.19465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 03/12/2025] [Accepted: 03/16/2025] [Indexed: 04/09/2025]
Abstract
BACKGROUND County-level contextual disadvantage is a novel social determinant of health (SDOH) for older persons. No prior study has evaluated the national incidence of geriatric conditions according to county-level contextual disadvantage among older persons. Our objective was to estimate the incidence of frailty, probable dementia, and disability over a 5-year period on the basis of county-level contextual disadvantage among community-living older Americans. METHODS This prospective, nationally representative longitudinal study used data from the 2015 cohort of the National Health and Aging Trends Study (NHATS), linked to various publicly available, geographically based contextual datasets. County-level disadvantage was assessed using the Geriatric Index of County-Level Multi-Dimensional Contextual Disadvantage (GERi-County), which included nine contextual indicators from these linked datasets. Data on frailty, probable dementia, and activities of daily living (ADL) disability were obtained from the NHATS annual assessments (2015-2020). RESULTS Totally 7499 participants were included in the analysis, representing 40,728,543 community-living older Americans. The 5-year incidence rates per 1000 person-years were significantly higher in the disadvantaged compared to the non-disadvantaged counties: 52.8 (95% confidence interval (CI), 41.6-64.0) versus 40.3 (95% CI, 37.2-43.3) for frailty; 29.9 (95% CI, 25.4-34.3) versus 21.2 (95% CI, 19.0-23.4) for probable dementia; and 78.1 (95% CI, 70.2-86.0) versus 62.5 (95% CI, 58.2-66.8) for ADL disability. For participants who lived versus did not live in disadvantaged counties, the age- and sex-adjusted HRs were 1.38 (95% CI, 1.08-1.75) for frailty, 1.53 (95% CI, 1.25-1.86) for probable dementia, and 1.30 (95% CI, 1.13-1.49) for ADL disability. CONCLUSIONS Community-living older Americans who reside in disadvantaged counties have a higher incidence of frailty, probable dementia, and ADL disability over a 5-year follow-up period compared to their non-disadvantaged counterparts. Findings underscore the vital, underappreciated role that county-level social contextual disadvantage plays on clinically meaningful outcomes in older persons in the U.S.
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Affiliation(s)
- Yi Wang
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Emma X Zang
- Department of Sociology, Yale University, New Haven, Connecticut, USA
| | - Kendra Davis-Plourde
- Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, USA
| | - Brent Vander Wyk
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Thomas M Gill
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Robert D Becher
- Department of Surgery, Yale School of Medicine, New Haven, Connecticut, USA
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Mendis SB, Welstead M, Tan MP. A systematic review of epidemiological studies of life course socioeconomic status and adult structural brain changes. Neurosci Biobehav Rev 2025; 171:106066. [PMID: 39984008 DOI: 10.1016/j.neubiorev.2025.106066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2024] [Revised: 02/02/2025] [Accepted: 02/10/2025] [Indexed: 02/23/2025]
Abstract
INTRODUCTION Disadvantaged socioeconomic status (SES) are linked with adverse cognitive outcomes in ageing and heightened dementia risk. Few studies have examined relationships between life course SES and adult structural brain changes that may be associated with cognitive decline. AIMS This systematic review assesses evidence from neuroimaging based epidemiological studies that have explored relationships between life course SES and adult structural brain changes. METHODS Embase, PsycINFO and Medline from inception to November 2020 were systematically searched according to strict search criteria which captured studies examining relationships between life course SES and adult structural neuroimaging changes. Bibliographies and citations of relevant papers were selected. Searches were limited to English language publications. RESULTS Amongst 8134 search results, 91 unique titles were screened and 24 studies selected. All 24 studies demonstrated at least partial relationships between disadvantaged life SES and adverse structural brain changes. Selected studies utilised diverse structural imaging techniques, neuroanatomical sites and operational definitions of life course SES. The methodological approaches and statistical analysis varied significantly between studies. We specifically discuss the neurobiological interpretation of Diffusion weighted MRI based studies and MRI volumetric studies investigating associations between life course SES and adult brain structural changes and the wider global health implications of these studies. CONCLUSION Disadvantaged life course SES may have associations with structural brain changes which underlie adverse ageing outcomes. Given heterogeneity of study designs and operationalisation of SES, the cross-sectional design of studies and wide-ranging neuroimaging modalities any association should be considered with caution. Mediatory mechanisms including malnutrition, stress, markers of inflammation, hormonal changes and cognitive reserve and health behaviour are presented in selected studies. Targeting life course SES in public health-based interventions may offer approaches to maintain healthy brain structure and function in ageing.
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Affiliation(s)
- Sahan Benedict Mendis
- The University of Edinburgh, Alzheimer Scotland Dementia Research Centre, 7 George Square, Edinburgh EH8 9JZ, Scotland.
| | - Miles Welstead
- The University of Edinburgh, Alzheimer Scotland Dementia Research Centre, 7 George Square, Edinburgh EH8 9JZ, Scotland.
| | - Marcus Pj Tan
- South London and the Maudsley NHS Foundation Trust Maudsley Hospital, Denmark Hill, London, Greater London SE5 8AZ, UK.
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Hyun J, Schiff M, Hall CB, Appelhans BM, Barinas‐Mitchell E, Thurston RC, Karvonen‐Gutierrez CA, Hedderson MM, Janssen I, Derby CA. Exposure to neighborhood concentrated poverty is associated with faster decline in episodic memory among midlife women. Alzheimers Dement 2025; 21:e70139. [PMID: 40189810 PMCID: PMC11972984 DOI: 10.1002/alz.70139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Revised: 03/04/2025] [Accepted: 03/05/2025] [Indexed: 04/10/2025]
Abstract
INTRODUCTION Neighborhood-level socioeconomic status (nSES) is associated with risk for cognitive impairment, but prior studies assessed nSES within an individual's own residential area without considering the distribution of nSES among adjacent areas. METHODS Using up to 14 years of data from the Study of Women's Health Across the Nation (N = 1391, mean age = 54), we examined whether geographic clustering of concentrated neighborhood poverty was associated with cognitive decline over midlife. RESULTS Greater neighborhood concentrated poverty was associated with faster decline in episodic memory but not in processing speed or working memory. Living in high concentrated poverty areas was linked to a 7% episodic memory decline per decade (both immediate and delayed recall), with Black women experiencing the steepest decline at 10% per decade (delayed recall). DISCUSSION Women living in concentrated poverty areas exhibited accelerated decline in episodic memory during midlife. Neighborhood concentrated poverty may impact risk for future cognitive impairment and ADRD. HIGHLIGHTS Living in concentrated poverty areas predicted a more rapid episodic memory decline. This pattern was most pronounced among Black women. The cohort was a racially/ethnically diverse cohort of midlife women across the US. Neighborhood concentrated poverty may contribute to the risk of ADRD.
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Affiliation(s)
- Jinshil Hyun
- Saul R. Korey Department of NeurologyAlbert Einstein College of MedicineBronxNew YorkUSA
| | - Mary Schiff
- UPMC Children's Hospital of PittsburghPittsburghPennsylvaniaUSA
| | - Charles B. Hall
- Saul R. Korey Department of NeurologyAlbert Einstein College of MedicineBronxNew YorkUSA
- Department of Epidemiology & Population HealthAlbert Einstein College of MedicineBronxNew YorkUSA
| | - Bradley M. Appelhans
- Department of Family and Preventive MedicineRush University Medical CenterChicagoIllinoisUSA
| | | | | | | | | | - Imke Janssen
- Department of Family and Preventive MedicineRush University Medical CenterChicagoIllinoisUSA
| | - Carol A. Derby
- Saul R. Korey Department of NeurologyAlbert Einstein College of MedicineBronxNew YorkUSA
- Department of Epidemiology & Population HealthAlbert Einstein College of MedicineBronxNew YorkUSA
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Chaar DL, Li Z, Shang L, Ratliff SM, Mosley TH, Kardia SLR, Zhao W, Zhou X, Smith JA. Multi-Ancestry Transcriptome-Wide Association Studies of Cognitive Function, White Matter Hyperintensity, and Alzheimer's Disease. Int J Mol Sci 2025; 26:2443. [PMID: 40141087 PMCID: PMC11942532 DOI: 10.3390/ijms26062443] [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: 01/09/2025] [Revised: 03/03/2025] [Accepted: 03/06/2025] [Indexed: 03/28/2025] Open
Abstract
Genetic variants increase the risk of neurocognitive disorders in later life, including vascular dementia (VaD) and Alzheimer's disease (AD), but the precise relationships between genetic risk factors and underlying disease etiologies are not well understood. Transcriptome-wide association studies (TWASs) can be leveraged to better characterize the genes and biological pathways underlying genetic influences on disease. To date, almost all existing TWASs on VaD and AD have been conducted using expression studies from individuals of a single genetic ancestry, primarily European. Using the joint likelihood-based inference framework in Multi-ancEstry TRanscriptOme-wide analysis (METRO), we leveraged gene expression data from European ancestry (EA) and African ancestry (AA) samples to identify genes associated with general cognitive function, white matter hyperintensity (WMH), and AD. Regions were fine-mapped using Fine-mapping Of CaUsal gene Sets (FOCUS). We identified 266, 23, 69, and 2 genes associated with general cognitive function, WMH, AD (using EA GWAS summary statistics), and AD (using AA GWAS), respectively (Bonferroni-corrected alpha = p < 2.9 × 10-6), some of which had been previously identified. Enrichment analysis showed that many of the identified genes were in pathways related to innate immunity, vascular dysfunction, and neuroinflammation. Further, the downregulation of ICA1L was associated with a higher WMH and with AD, indicating its potential contribution to overlapping AD and VaD neuropathology. To our knowledge, our study is the first TWAS on cognitive function and neurocognitive disorders that used expression mapping studies for multiple ancestries. This work may expand the benefits of TWASs beyond a single ancestry group and help to identify gene targets for pharmaceuticals or preventative treatments for dementia.
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Affiliation(s)
- Dima L. Chaar
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA; (D.L.C.); (S.M.R.); (S.L.R.K.); (W.Z.)
| | - Zheng Li
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA; (Z.L.); (X.Z.)
| | - Lulu Shang
- Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Scott M. Ratliff
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA; (D.L.C.); (S.M.R.); (S.L.R.K.); (W.Z.)
| | - Thomas H. Mosley
- Memory Impairment and Neurodegenerative Dementia (MIND) Center, University of Mississippi Medical Center, Jackson, MS 39216, USA;
| | - Sharon L. R. Kardia
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA; (D.L.C.); (S.M.R.); (S.L.R.K.); (W.Z.)
| | - Wei Zhao
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA; (D.L.C.); (S.M.R.); (S.L.R.K.); (W.Z.)
- Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI 48104, USA
| | - Xiang Zhou
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA; (Z.L.); (X.Z.)
| | - Jennifer A. Smith
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA; (D.L.C.); (S.M.R.); (S.L.R.K.); (W.Z.)
- Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI 48104, USA
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Reed RG, Hillmann AR. Neighborhood-level socioeconomic disadvantage is associated with multiple cognitive domains in a community sample of older adults. NEUROPSYCHOLOGY, DEVELOPMENT, AND COGNITION. SECTION B, AGING, NEUROPSYCHOLOGY AND COGNITION 2025:1-15. [PMID: 39825636 DOI: 10.1080/13825585.2025.2454517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Accepted: 01/12/2025] [Indexed: 01/20/2025]
Abstract
Greater neighborhood disadvantage is associated with poorer global cognition. However, less is known about the variation in the magnitude of neighborhood effects across individual cognitive domains and whether the strength of these associations differs by individual-level factors. The current study investigated these questions in a community sample of older adults (N = 166, mean age = 72.5 years, 51% women), who reported current addresses, linked to state-level Area Deprivation Index rankings, and completed remote and validated neuropsychological tests of verbal intelligence (North American Adult Reading Test), verbal fluency (Controlled Oral Word Association Test), attention (Digit Span Forward), and working memory (Digit Span Backward and Sequencing, Letter-Number Sequencing). Linear regressions tested associations between neighborhood disadvantage and each cognitive test, controlling for individual-level factors (age, sex, education). Exploratory analyses tested moderation by each individual-level factor. Independent of individual-level factors, greater neighborhood disadvantage was associated with lower cognitive performance across domains: verbal intelligence (β = 0.30, p < .001), verbal fluency (β = -0.19, p = .014), attention (β = -0.19, p = .024), and two of three tests of working memory (β = -0.17- -0.22, ps = .004-.039). Results were robust to correction for multiple comparisons and tests of spatial autocorrelation. In addition, higher neighborhood disadvantage was associated with lower verbal fluency for older - but not younger-older adults (p = .035) and with poorer working memory in women but not men (p < .001). Education did not moderate associations. Findings suggest that older adults living in more disadvantaged neighborhoods exhibit lower cognitive performance, particularly in the domain of verbal intelligence. Continued investigation of effect modification may be fruitful for uncovering for whom associations are strongest.
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Affiliation(s)
- Rebecca G Reed
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Abby R Hillmann
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA
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Chaar DL, Tu L, Moore K, Du J, Opsasnick LA, Ratliff SM, Mosley TH, Kardia SLR, Zhao W, Zhou X, Diez Roux AV, Faruque FS, Butler KR, Smith JA. Neighborhood environment associations with cognitive function and structural brain measures in older African Americans. BMC Med 2025; 23:15. [PMID: 39800688 PMCID: PMC11727707 DOI: 10.1186/s12916-024-03845-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 12/30/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Since older adults spend significant time in their neighborhood environment, environmental factors such as neighborhood socioeconomic disadvantage, high racial segregation, low healthy food availability, low access to recreation, and minimal social engagement may have adverse effects on cognitive function and increase susceptibility to dementia. DNA methylation, which is associated with neighborhood characteristics as well as cognitive function and white matter hyperintensity (WMH), may act as a mediator between neighborhood characteristics and neurocognitive outcomes. METHODS In this study, we examined whether DNA methylation in peripheral blood leukocytes mediates the relationship between neighborhood characteristics and cognitive function (N = 542) or WMH (N = 466) in older African American (AA) participants without preliminary evidence of dementia from the Genetic Epidemiology Network of Arteriopathy (GENOA). RESULTS For a 1-mile buffer around a participant's residence, each additional fast food destination or unfavorable food store with alcohol per square mile was nominally associated with a 0.05 (95%CI: 0.01, 0.09) and a 0.04 (0.00, 0.08) second improvement in visual conceptual tracking score, respectively. Also, each additional alcohol drinking place per square mile was nominally associated with a 0.62 (0.05, 1.19) word increase in delayed recall score, indicating better memory function (all p < 0.05). Neighborhood characteristics were not associated with WMH. We did not find evidence that DNA methylation mediates the observed associations between neighborhood characteristics and cognitive function. CONCLUSIONS The presence of fast food destinations and unfavorable food stores with alcohol was associated cognitive measures, possibly due to greater social interaction provided in these venues. However, replication of these findings is necessary. Further examination of the potential pathways between the neighborhood environment and cognitive function/WMH may allow the development of potential behavioral, infrastructural, and pharmaceutical interventions to facilitate aging in place and healthy brain aging in older adults, especially in marginal populations that are most at risk.
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Affiliation(s)
- Dima L Chaar
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Le Tu
- Department of Preventive Medicine, John D. Bower School of Population Health, University of Mississippi Medical Center, Jackson, USA
| | - Kari Moore
- Urban Health Collaborative, Drexel Dornsife School of Public Health, Philadelphia, PA, USA
| | - Jiacong Du
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Lauren A Opsasnick
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Scott M Ratliff
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Thomas H Mosley
- Memory Impairment and Neurodegenerative Dementia (MIND) Center, University of Mississippi Medical Center, Jackson, MS, USA
| | - Sharon L R Kardia
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Wei Zhao
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
- Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - Xiang Zhou
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Ana V Diez Roux
- Urban Health Collaborative, Drexel Dornsife School of Public Health, Philadelphia, PA, USA
| | - Fazlay S Faruque
- Department of Preventive Medicine, John D. Bower School of Population Health, University of Mississippi Medical Center, Jackson, USA
| | - Kenneth R Butler
- Memory Impairment and Neurodegenerative Dementia (MIND) Center, University of Mississippi Medical Center, Jackson, MS, USA
| | - Jennifer A Smith
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
- Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA.
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Moored KD, Desjardins MR, Crane BM, Donahue PT, Richards EA, Hirsch JA, Lovasi GS, Rosso AL, Garg PK, Shields TM, Curriero FC, Odden MC, Lopez OL, Biggs ML, Newman AB, Carlson MC. Neighborhood physical activity facilities predict risk of incident mixed and vascular dementia: The Cardiovascular Health Cognition Study. Alzheimers Dement 2025; 21:e14387. [PMID: 39559999 PMCID: PMC11772720 DOI: 10.1002/alz.14387] [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: 06/12/2024] [Revised: 08/23/2024] [Accepted: 10/21/2024] [Indexed: 11/20/2024]
Abstract
INTRODUCTION Neighborhood environments may promote neurocognitive health in part by providing amenities that encourage physical activity. We examined associations between quantity of walkable facilities, including specifically physical activity facilities (e.g., gyms, recreation centers), with risk of incident dementia. METHODS Participants included 2923 adults ≥ 65 years old from the Cardiovascular Health Cognition Study (1992-1999), with clinically adjudicated dementia classified over a median 6.0 years of follow-up. Walkable facilities were measured within 1 km (Euclidean) of home. Self-reported baseline physical activity was considered a moderator. RESULTS In adjusted Cox models, participants with ≥ 2 (vs. 0) physical activity facilities had reduced risk of mixed/vascular dementia, but not Alzheimer's disease, particularly after excluding individuals in the bottom 20th percentile of physical activity (hazard ratio = 0.56, 95% confidence interval: 0.35-0.89). DISCUSSION Neighborhood amenities that encourage physical activity may mitigate dementia risk via improved vascular health, especially for individuals with sufficient baseline mobility to use these resources. HIGHLIGHTS We examined associations between nearby walkable facilities and incident dementia. Facilities within 1 km were counted via the National Establishment Time Series Database. More physical activity facilities predicted lower risk of mixed/vascular dementia. No associations were found between walkable facilities and incident Alzheimer's disease.
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Affiliation(s)
- Kyle D. Moored
- Department of Mental HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Michael R. Desjardins
- Department of Epidemiology and Spatial Science for Public Health CenterJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Breanna M. Crane
- Department of Mental HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Patrick T. Donahue
- Department of Mental HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Emily A. Richards
- Department of Mental HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Jana A. Hirsch
- Department of Epidemiology and BiostatisticsDrexel University Dornsife School of Public HealthPhiladelphiaPennsylvaniaUSA
| | - Gina S. Lovasi
- Department of Epidemiology and BiostatisticsDrexel University Dornsife School of Public HealthPhiladelphiaPennsylvaniaUSA
| | - Andrea L. Rosso
- Department of EpidemiologyUniversity of Pittsburgh School of Public HealthPittsburghPennsylvaniaUSA
| | - Parveen K. Garg
- Division of CardiologyUniversity of Southern California Keck School of MedicineLos AngelesCaliforniaUSA
| | - Timothy M. Shields
- Department of Epidemiology and Spatial Science for Public Health CenterJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Frank C. Curriero
- Department of Epidemiology and Spatial Science for Public Health CenterJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Michelle C. Odden
- Department of Epidemiology and Population HealthStanford UniversityStanfordCaliforniaUSA
| | - Oscar L. Lopez
- Departments of Neurology and PsychiatryUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Mary L. Biggs
- Department of BiostatisticsUniversity of WashingtonSeattleWashingtonUSA
| | - Anne B. Newman
- Department of EpidemiologyUniversity of Pittsburgh School of Public HealthPittsburghPennsylvaniaUSA
| | - Michelle C. Carlson
- Department of Mental HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
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Yue Y, Hovey KM, Wactawski-Wende J, LaMonte MJ, Andrews CA, Diaz PI, McSkimming DI, Buck M, Sun Y, Millen AE. Association Between Healthy Eating Index-2020 and Oral Microbiome Among Postmenopausal Women. J Nutr 2025; 155:66-77. [PMID: 39218399 PMCID: PMC11795682 DOI: 10.1016/j.tjnut.2024.08.023] [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: 04/01/2024] [Revised: 07/30/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Dietary intake has been suggested to be associated with the oral microbiome, but no study has examined the association between overall diet quality and the oral microbiome. OBJECTIVES This study aimed to investigate the cross-sectional association between the Healthy Eating Index-2020 (HEI-2020) and the diversity and composition of the oral microbiome among participants in the Buffalo Osteoporosis and Periodontal Disease (OsteoPerio) Study. METHODS In 1175 postmenopausal women (mean age: 67 ± 7.0 y), we estimated the HEI-2020 scores for each woman from a food frequency questionnaire administered from 1997 to 2000. Bacterial DNA was extracted from subgingival plaque samples and analyzed using 16S ribosomal RNA sequencing. The alpha-diversity (within-sample diversity) and β-diversity (between-sample diversity) across HEI-2020 quartiles were examined using analysis of covariance and permutational multivariate analysis of variance, respectively. The associations between the HEI-2020 score and the relative abundance of microbial taxa were examined by linear regression models. The analyses were further conducted for individual components of the HEI-2020. RESULTS No statistically significant associations were observed between the HEI-2020 scores and alpha- or beta-diversity. However, greater consumption of seafood, plant proteins, and total protein and lower consumption of added sugars were positively associated with alpha-diversity. After we applied a false detection rate (FDR) correction, higher HEI-2020 scores were significantly associated with decreased abundance of Lautropia, Streptococcus gordonii, Cardiobacterium valvarum, and Cardiobacterium hominis, and increased abundance of Selenomonas sp. oral taxon 133 and Selenomonas dianae (FDR-adjusted P values < 0.10). Additionally, 28 other taxa were identified as being associated with HEI-2020 components. CONCLUSIONS Although the HEI-2020 was associated with the composition, but not the diversity, of the oral microbiome, individual HEI-2020 components were associated with both its diversity and composition. Specific dietary components may have more impact on the diversity and composition of oral microbiome than overall diet quality assessed by the HEI-2020.
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Affiliation(s)
- Yihua Yue
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, NY, United States
| | - Kathleen M Hovey
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, NY, United States
| | - Jean Wactawski-Wende
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, NY, United States
| | - Michael J LaMonte
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, NY, United States
| | - Chris A Andrews
- Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI, United States
| | - Patricia I Diaz
- Department of Oral Biology, School of Dental Medicine, University at Buffalo, NY, United States
| | - Daniel I McSkimming
- Department of Veterans Affairs, National Oncology Program, Washington, District of Columbia, United States; Division of Hematology-Oncology, Durham VA Medical Center, Durham, NC, United States
| | - Michael Buck
- Department of Biochemistry, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, United States
| | - Yijun Sun
- Department of Microbiology and Immunology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, United States
| | - Amy E Millen
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, NY, United States.
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Mani K, Kleinbart E, Schlumprecht A, Golding R, Akioyamen N, Song H, De La Garza Ramos R, Eleswarapu A, Yang R, Geller D, Hoang B, Yassari R, Fourman MS. Area Socioeconomic Status is Associated with Refusal of Recommended Surgery in Patients with Metastatic Bone and Joint Disease. Ann Surg Oncol 2024; 31:4882-4893. [PMID: 38861205 PMCID: PMC11236857 DOI: 10.1245/s10434-024-15299-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 04/01/2024] [Indexed: 06/12/2024]
Abstract
BACKGROUND This study sought to identify associations between the Yost Index, a geocoded area neighborhood socioeconomic status (nSES) score, and race/ethnicity with patient refusal of recommended surgery for metastatic bone disease. METHODS Patients with metastatic bone disease were extracted from the Surveillance, Epidemiology, and End Results database. The Yost Index was geocoded using factor analysis and categorized into quintiles using census tract-level American Community Service (ACS) 5-year estimates and seven nSES measures. Multivariable logistic regression models calculated odds ratios (ORs) of refusal of recommended surgery and 95% confidence intervals (CIs), adjusting for clinical covariates. RESULTS A total of 138,257 patients were included, of which 14,943 (10.8%) were recommended for surgical resection. Patients in the lowest nSES quintile had 57% higher odds of refusing surgical treatment than those in the highest quintile (aOR = 1.57, 95% CI 1.30-1.91, p < 0.001). Patients in the lowest nSES quintile also had a 31.2% higher age-adjusted incidence rate of not being recommended for surgery compared with those in the highest quintile (186.4 vs. 142.1 per 1 million, p < 0.001). Black patients had 34% higher odds of refusing treatment compared with White patients (aOR = 1.34, 95% CI 1.14-1.58, p = 0.003). Advanced age, unmarried status, and patients with aggressive cancer subtypes were associated with higher odds of refusing surgery (p < 0.001). CONCLUSIONS nSES and race/ethnicity are independent predictors of a patient refusing surgery for metastatic cancer to bone, even after adjusting for various clinical covariates. Effective strategies for addressing these inequalities and improving the access and quality of care of patients with a lower nSES and minority backgrounds are needed.
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Affiliation(s)
- Kyle Mani
- Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Anne Schlumprecht
- Department of Neurological Surgery, Montefiore Einstein, Bronx, NY, USA
| | | | - Noel Akioyamen
- Department of Orthopedic Surgery, Montefiore Einstein, Montefiore Medical Center, Bronx, NY, USA
| | - Hyun Song
- Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Ananth Eleswarapu
- Department of Orthopedic Surgery, Montefiore Einstein, Montefiore Medical Center, Bronx, NY, USA
| | - Rui Yang
- Department of Orthopedic Surgery, Montefiore Einstein, Montefiore Medical Center, Bronx, NY, USA
| | - David Geller
- Department of Orthopedic Surgery, Montefiore Einstein, Montefiore Medical Center, Bronx, NY, USA
| | - Bang Hoang
- Department of Orthopedic Surgery, Montefiore Einstein, Montefiore Medical Center, Bronx, NY, USA
| | - Reza Yassari
- Department of Neurological Surgery, Montefiore Einstein, Bronx, NY, USA
| | - Mitchell S Fourman
- Department of Orthopedic Surgery, Montefiore Einstein, Montefiore Medical Center, Bronx, NY, USA.
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Westrick AC, Ospina-Romero M, Clarke P, Langa KM, Kobayashi LC. Does Neighborhood Socioeconomic Status Alter Memory Change Associated with a Cancer Diagnosis? Preliminary Evidence from the US Health and Retirement Study. Cancer Epidemiol Biomarkers Prev 2024; 33:953-960. [PMID: 38639923 PMCID: PMC11216856 DOI: 10.1158/1055-9965.epi-23-1554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 02/13/2024] [Accepted: 04/05/2024] [Indexed: 04/20/2024] Open
Abstract
BACKGROUND Neighborhood disadvantage has been linked to cognitive impairment, but little is known about the effect of neighborhood disadvantage on long-term cancer-related memory decline. METHODS Incident cancer diagnosis and memory (immediate and delayed recall, combined with proxy-reported memory) were assessed at biennial interviews in the US Health and Retirement Study (N = 13,293, 1998-2016). Neighborhood disadvantage was measured using the National Neighborhood Data Archive disadvantage index, categorized into tertiles (T1: least disadvantaged-T3: most disadvantaged). Linear mixed-effects models estimated the standardized memory trajectories in participants with or without cancer, by neighborhood disadvantage. RESULTS Living in more disadvantaged neighborhoods was associated with worse mean memory function and steeper memory declines, regardless of cancer status. An incident cancer diagnosis was associated with an acute memory drop for those living in least disadvantaged neighborhoods but not more disadvantaged neighborhoods [T1: -0.05, 95% confidence interval (CI): -0.08, -0.01; T3: -0.13, 95% CI: -0.06, 0.03]. Cancer survivors in the least disadvantaged neighborhoods had a slight memory advantage in the years prior to diagnosis (T1: 0.09, 95% CI: 0.04, 0.13) and after diagnosis (T1: 0.07, 95% CI: 0.01, 0.13). CONCLUSIONS An incident cancer diagnosis among those living in the least disadvantaged neighborhoods was associated with an acute memory drop at the time of diagnosis and a long-term memory advantage before and after diagnosis compared with cancer-free individuals in similar neighborhoods. IMPACT These findings could inform interventions to promote cancer survivor's long-term aging. Future studies should investigate the social and biological pathways through which neighborhood socioeconomic status could influence cancer-related memory changes.
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Affiliation(s)
- Ashly C. Westrick
- Center for Social Epidemiology and Population Health, Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Monica Ospina-Romero
- University of Wisconsin School of Medicine and Public Health, Department of Pathology and Laboratory Medicine, Madison, WI, USA
| | - Philippa Clarke
- Center for Social Epidemiology and Population Health, Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Social Environment and Health Program, Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - Kenneth M. Langa
- Department of Internal Medicine and Cognitive Health Services Research Program, University of Michigan, Ann Arbor, MI, USA
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
- Veterans Affairs Ann Arbor Center for Clinical Management Research, Ann Arbor, MI, USA
| | - Lindsay C. Kobayashi
- Center for Social Epidemiology and Population Health, Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA
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11
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Devora PV, Motes MA, Hilsabeck RC, Gonzales M, Detoledo J, Maestre G, Hart J. Analyzing direct effects of education level and estimated IQ between cognitively intact Mexican Americans and Non-Hispanic whites on a confrontational naming task. APPLIED NEUROPSYCHOLOGY. ADULT 2024:1-10. [PMID: 38470863 DOI: 10.1080/23279095.2024.2326587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
Abstract
Confrontational naming is widely used in diagnosing neurodegenerative disorders like MCI and dementia, and previous research indicates that healthy Non-Hispanic Whites outperform Hispanics in such tasks. However, understanding the factors contributing to score differences among ethnic groups remains limited. This study focuses on cognitively intact Mexican Americans and Non-Hispanic White older adults from the TARCC Hispanic Cohort project. Hierarchical regression analyses reveal that sex, age, ethnicity, education level, and estimated IQ significantly predict performance on the Boston Naming Test (BNT). Notably, education level and estimated IQ more strongly influence BNT performance in Mexican Americans than in Non-Hispanic Whites. When controlling for education level, estimated IQ has a more pronounced impact on BNT performance in aging Mexican Americans compared to Non-Hispanic Whites. Conversely, after controlling for estimated IQ, the influence of education level is weaker for Mexican Americans than Non-Hispanic Whites. These findings emphasize the need for careful evaluation of confrontational naming task scores in diverse ethnic groups, emphasizing the critical role of education and estimated IQ in understanding performance disparities.
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Affiliation(s)
- Paulina Vanessa Devora
- The University of Texas at Dallas School of Behavioral and Brain Sciences, Richardson, TX, USA
| | - Michael A Motes
- The University of Texas at Dallas School of Behavioral and Brain Sciences, Richardson, TX, USA
| | - Robin C Hilsabeck
- The University of Texas at Austin Dell Medical School, Austin, TX, USA
| | - Mitzi Gonzales
- The University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - John Detoledo
- Texas Tech University Health Sciences Center, Lubbock, TX, USA
| | - Gladys Maestre
- The University of Texas Rio Grande Valley, Brownsville, TX, USA
| | - John Hart
- The University of Texas at Dallas School of Behavioral and Brain Sciences, Richardson, TX, USA
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12
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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: 6] [Impact Index Per Article: 6.0] [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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13
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Meyer OL, Nguyen K, Nam B, Tsoh JY, Hinton L, Gallagher-Thompson D, Grill J, Vuong Q, Park VT. Vietnamese American Perspectives on Engagement in an Aging-Focused Research Registry. Dement Geriatr Cogn Disord 2024; 53:83-90. [PMID: 38422998 PMCID: PMC11073895 DOI: 10.1159/000538050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 02/26/2024] [Indexed: 03/02/2024] Open
Abstract
INTRODUCTION We elicited Vietnamese Americans' perspectives on culturally appropriate recruitment into a new research registry: Collaborative Approach for Asian Americans, Native Hawaiians, and Pacific Islanders (AANHPIs) Research and Education (CARE). METHODS Three focus groups were conducted with 21 Vietnamese Americans. Topics included knowledge about and experiences with research, outreach and recruitment methods for research participation and registry enrollment, and views about research incentives. Focus group transcripts were analyzed thematically. RESULTS Mean age of participants was 41 years (range 18-73), 57% were male, 86% were non-US born, and 81% had never participated in a research study. Themes that emerged included (1) motivations to participate in research to gain knowledge: for oneself, for family's benefit, and for the Vietnamese American community as a whole; (2) necessity of trustworthy and credible individuals/spokespersons to promote the research initiative; (3) recruitment strategies that are age-specific and culturally appropriate, and (4) importance of monetary incentives. CONCLUSION Findings from this study will be used to guide recruitment into and engagement with CARE among Vietnamese Americans but are also relevant for other registries aiming to diversify their participants.
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Affiliation(s)
- Oanh L. Meyer
- University of California, Davis, School of Medicine, Sacramento, CA, 95817, USA
| | | | - Bora Nam
- University of California, San Francisco, School of Nursing, San Francisco, CA, 94143, USA
| | - Janice Y. Tsoh
- University of California, San Francisco, School of Medicine, San Francisco, CA, 94143, USA
| | - Ladson Hinton
- University of California, Davis, School of Medicine, Sacramento, CA, 95817, USA
| | | | - Joshua Grill
- University of California, Irvine, Institute for Memory Impairments and Neurological Disorders, Irvine, CA, 92697, USA
| | - Quyen Vuong
- International Children’s Assistance Network (ICAN), San Jose, CA, 95122, USA
| | - Van Ta Park
- University of California, San Francisco, School of Nursing, San Francisco, CA, 94143, USA
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Alhasan DM, Larson G, Lohman MC, Cai B, LaPorte FB, Miller MC, Jackson WB, MacNell NS, Hirsch JA, Jackson CL. Features of the Physical and Social Neighborhood Environment and Neighborhood-Level Alzheimer's Disease and Related Dementia in South Carolina. ENVIRONMENTAL HEALTH PERSPECTIVES 2024; 132:27013. [PMID: 38416540 PMCID: PMC10901285 DOI: 10.1289/ehp13183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 01/16/2024] [Accepted: 01/26/2024] [Indexed: 02/29/2024]
Abstract
BACKGROUND Studies are increasingly examining the relationship between the neighborhood environment and cognitive decline; yet, few have investigated associations between multiple neighborhood features and Alzheimer's disease and related dementias (ADRD). OBJECTIVE We investigated the relationship between neighborhood features and ADRD cumulative incidence from 2010 to 2014 in the South Carolina Alzheimer's Disease Registry (SCADR). METHODS Diagnosed ADRD cases ≥ 50 years of age were ascertained from the SCADR by ZIP code and census tract. Neighborhood features from multiple secondary sources included poverty, air pollution [particulate matter with a diameter of 2.5 micrometers or less (PM 2.5 )], and rurality at the census-tract level and access to healthy food, recreation facilities, and diabetes screening at the county level. In addition to using Poisson generalized linear regression to estimate ADRD incident rate ratios (IRR) with 95% confidence intervals (CIs), we applied integrated nested Laplace approximations and stochastic partial differential equations (INLA-SPDE) to address disparate spatial scales. We estimated associations between neighborhood features and ADRD cumulative incidence. RESULTS The average annual ADRD cumulative incidence was 690 per 100,000 people per census tract (95% CI: 660, 710). The analysis was limited to 98% of census tracts with a population ≥ 50 years old (i.e., 1,081 of 1,103). The average percent of families living below the federal poverty line per census tract was 18.8%, and ∼ 20 % of census tracts were considered rural. The average percent of households with limited access to healthy food was 6.4%. In adjusted models, every 5 μ g / m 3 ) increase of PM 2.5 was associated with 65% higher ADRD cumulative incidence (IRR = 1.65 ; 95% CI: 1.30, 2.09), where PM 2.5 at or below 12 μ g / m 3 is considered healthy. Compared to large urban census tracts, rural and small urban tracts had 10% (IRR = 1.10 ; 95% CI: 1.00, 1.23) and 5% (IRR = 1.05 ; 95% CI: 0.96, 1.16) higher ADRD, respectively. For every percent increase of the county population with limited access to healthy food, ADRD was 2% higher (IRR = 1.02 ; 95% CI: 1.01, 1.04). CONCLUSIONS Neighborhood environment features, such as higher air pollution levels, were associated with higher neighborhood ADRD incidence. The INLA-SPDE method could have broad applicability to data collected across disparate spatial scales. https://doi.org/10.1289/EHP13183.
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Affiliation(s)
- Dana M. Alhasan
- Epidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina, USA
| | - Gary Larson
- Social & Scientific Systems, Inc., a DLH Holdings Company, Durham, North Carolina, USA
| | - Matthew C. Lohman
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
| | - Bo Cai
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
| | - Frankie B. LaPorte
- Social & Scientific Systems, Inc., a DLH Holdings Company, Durham, North Carolina, USA
| | - Maggi C. Miller
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
| | - W. Braxton Jackson
- Social & Scientific Systems, Inc., a DLH Holdings Company, Durham, North Carolina, USA
| | - Nathaniel S. MacNell
- Social & Scientific Systems, Inc., a DLH Holdings Company, Durham, North Carolina, USA
| | - Jana A. Hirsch
- Urban Health Collaborative, Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania, USA
| | - Chandra L. Jackson
- Epidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina, USA
- Intramural Program, National Institute on Minority Health and Health Disparities, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, USA
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15
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Meyer OL, Harrati A, Gavett BE, Farias ST, Whitmer RA, Widaman K, Hoang V, Tobias M, Mungas D. Effects of early-life environment and adulthood SES on cognitive change in a multiethnic cohort. J Int Neuropsychol Soc 2023; 29:742-750. [PMID: 36880230 PMCID: PMC10483016 DOI: 10.1017/s135561772200087x] [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: 03/08/2023]
Abstract
OBJECTIVES Early-life socioeconomic status (SES) and adversity are associated with late-life cognition and risk of dementia. We examined the association between early-life SES and adversity and late-life cross-sectional cognitive outcomes as well as global cognitive decline, hypothesizing that adulthood SES would mediate these associations. METHODS Our sample (N = 837) was a racially and ethnically diverse cohort of non-Hispanic/Latino White (48%), Black (27%), and Hispanic/Latino (19%) participants from Northern California. Participant addresses were geocoded to the level of the census tract, and US Census Tract 2010 variables (e.g., percent with high school diploma) were extracted and combined to create a neighborhood SES composite. We used multilevel latent variable models to estimate early-life (e.g., parental education, whether participant ever went hungry) and adult (participant's education, main occupation) SES factors and their associations with cross-sectional and longitudinal cognitive outcomes of episodic memory, semantic memory, executive function, and spatial ability. RESULTS Child and adult factors were strongly related to domain-specific cognitive intercepts (0.20-0.48 SD per SD of SES factor); in contrast, SES factors were not related to global cognitive change (0.001-0.01 SD per year per SD of SES factor). Adulthood SES mediated a large percentage (68-75%) of the total early-life effect on cognition. CONCLUSIONS Early-life sociocontextual factors are more strongly associated with cross-sectional late-life cognitive performance compared to cognitive change; this effect is largely mediated through associations with adulthood SES.
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Affiliation(s)
- Oanh L. Meyer
- Department of Neurology, University of California, Davis School of Medicine, Sacramento, CA 95817, USA
| | - Amal Harrati
- Mathematica, 505 14th Street, Suite 800, Oakland, CA 94645, USA
| | - Brandon E. Gavett
- School of Psychological Science, University of Western Australia, 35 Stirling Highway (M304), Crawley WA 6009, Australia
| | - Sarah T. Farias
- Department of Neurology, University of California, Davis School of Medicine, Sacramento, CA 95817, USA
| | - Rachel A. Whitmer
- Department of Public Health Sciences, University of California, Davis, Davis, CA 95616 USA
| | - Keith Widaman
- School of Education, University of California, Riverside, Riverside, CA 92521, USA
| | - Victoria Hoang
- Department of Neurology, University of California, Davis School of Medicine, Sacramento, CA 95817, USA
| | - Michele Tobias
- UC Davis DataLab, University of California, Davis, Davis, CA 95616 USA
| | - Dan Mungas
- Department of Neurology, University of California, Davis School of Medicine, Sacramento, CA 95817, USA
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16
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Aiken-Morgan AT, McDonough IM, Parisi JM, Clay OJ, Thomas KR, Rotblatt LJ, Thorpe RJ, Marsiske M. Associations Between Body Mass Index and Cognitive Change in the ACTIVE Study: Variations by Race and Social Determinants of Health. J Aging Health 2023; 35:59S-73S. [PMID: 37994849 DOI: 10.1177/08982643221109645] [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: 11/24/2023]
Abstract
Objectives: The current study examines relationships between Body Mass Index (BMI) and cognitive performance and change in processing speed, memory, and reasoning, while accounting for variations by race and the influence of social determinants of health. Methods: Secondary data analysis of the Advanced Cognitive Training for Independent and Vital Elderly (ACTIVE) study, which included participants who self-identified as African American or Black (n = 728) and White (n = 2028). Latent growth curve modeling was used to assess study aims. Results: Increases in BMI were associated with less cognitive decline over 10 years across each cognition domain. Race moderation effects were noted for speed and memory. Relationships between BMI and cognitive trajectories were mediated by economic stability for speed and reasoning. Discussion: Overall, these findings are consistent with the "obesity paradox." Further research is needed to elucidate patterns of results by race.
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Affiliation(s)
- Adrienne T Aiken-Morgan
- Department of Psychiatry, University of North Carolina - Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Ian M McDonough
- Department of Psychology, University of Alabama, Tuscaloosa, AL, USA
| | - Jeanine M Parisi
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Olivio J Clay
- Department of Psychology, University of Alabama, Birmingham, AL, USA
| | - Kelsey R Thomas
- Research Service, Veterans Affairs San Diego Healthcare System, San Diego, CA
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Lindsay J Rotblatt
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
| | - Roland J Thorpe
- Johns Hopkins Alzheimer's Disease Resource Center for Minority Aging Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Michael Marsiske
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
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17
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Soloveva MV, Poudel G, Barnett A, Shaw JE, Martino E, Knibbs LD, Anstey KJ, Cerin E. Characteristics of urban neighbourhood environments and cognitive age in mid-age and older adults. Health Place 2023; 83:103077. [PMID: 37451077 DOI: 10.1016/j.healthplace.2023.103077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 05/29/2023] [Accepted: 06/22/2023] [Indexed: 07/18/2023]
Abstract
In this cross-sectional study, we examined the extent to which features of the neighbourhood natural, built, and socio-economic environments were related to cognitive age in adults (N = 3418, Mage = 61 years) in Australia. Machine learning estimated an individual's cognitive age from assessments of processing speed, verbal memory, premorbid intelligence. A 'cognitive age gap' was calculated by subtracting chronological age from predicted cognitive age and was used as a marker of cognitive age. Greater parkland availability and higher neighbourhood socio-economic status were associated with a lower cognitive age gap score in confounder- and mediator-adjusted regression models. Cross-sectional design is a limitation. Living in affluent neighbourhoods with access to parks maybe beneficial for cognitive health, although selection mechanisms may contribute to the findings.
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Affiliation(s)
- Maria V Soloveva
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, VIC, 3000, Australia.
| | - Govinda Poudel
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, VIC, 3000, Australia
| | - Anthony Barnett
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, VIC, 3000, Australia
| | - Jonathan E Shaw
- Baker Heart and Diabetes Institute, Melbourne, VIC, 3004, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, 3004, Australia; School of Life Sciences, La Trobe University, Melbourne, VIC, 3086, Australia
| | - Erika Martino
- School of Population and Global Health, University of Melbourne, Melbourne, VIC, 3053, Australia
| | - Luke D Knibbs
- School of Public Health, The University of Sydney, NSW 2006, Australia; Public Health Research Analytics and Methods for Evidence, Public Health Unit, Sydney Local Health District, Camperdown, NSW 2050, Australia
| | - Kaarin J Anstey
- School of Psychology, University of New South Wales, Kensington, NSW, 2052, Australia; Neuroscience Research Australia (NeuRA), Sydney, NSW, 2031, Australia; UNSW Ageing Futures Institute, Kensington, NSW, 2052, Australia
| | - Ester Cerin
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, VIC, 3000, Australia; School of Public Health, The University of Hong Kong, Hong Kong, China; Baker Heart and Diabetes Institute, Melbourne, VIC, 3004, Australia; Department of Community Medicine, UiT the Artic University of Norway, 9019, Tromsø, Norway
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18
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Kucharska-Newton AM, Pike JR, Chen J, Coresh J, Sharret AR, Mosley T, Palta P. Association of Childhood and Midlife Neighborhood Socioeconomic Position With Cognitive Decline. JAMA Netw Open 2023; 6:e2327421. [PMID: 37540511 PMCID: PMC10403777 DOI: 10.1001/jamanetworkopen.2023.27421] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 06/24/2023] [Indexed: 08/05/2023] Open
Abstract
Importance Early-life socioeconomic adversity may be associated with poor cognitive health over the life course. Objective To examine the association of childhood and midlife neighborhood socioeconomic position (nSEP) with cognitive decline. Design, Setting, and Participants This cohort study included 5711 men and women enrolled in the community-based Atherosclerosis Risk in Communities (ARIC) Study with repeated cognitive data measured over a median 27.0 years (IQR, 26.0-27.9 years) (1990-2019). Statistical analysis was performed from December 2022 through March 2023. Exposure Residence addresses for ARIC Study cohort participants were obtained at midlife (1990-1993) and as recalled addresses at 10 years of age (childhood). A composite nSEP z score was created as a sum of z scores for US Census-based measures of median household income; median value of owner-occupied housing units; percentage of households receiving interest, dividend, or net rental income; percentage of adults with a high school degree; percentage of adults with a college degree; and percentage of adults in professional, managerial, or executive occupations. Childhood nSEP and midlife nSEP were modeled as continuous measures and discretized into tertiles. Main Outcomes and Measures A factor score for global cognition was derived from a battery of cognitive tests administered at 5 in-person visits from baseline to 2019. The rate of cognitive decline from 50 to 90 years of age was calculated by fitting mixed-effects linear regression models with age as the time scale and adjusted for race, sex, birth decade, educational level, and presence of the apolipoprotein E ε4 allele. Results Among 5711 ARIC Study participants (mean [SD] baseline age, 55.1 [4.7] years; 3372 women [59.0%]; and 1313 Black participants [23.0%]), the median rate of cognitive decline was -0.33 SDs (IQR, -0.49 to -0.20 SDs) per decade. In adjusted analyses, each 1-SD-higher childhood nSEP score was associated with a slower (β, -9.2%; 95% CI, -12.1% to -6.4%) rate of cognitive decline relative to the sample median. A comparable association was observed when comparing the highest tertile with the lowest tertile of childhood nSEP (β, -17.7%; 95% CI, -24.1% to -11.3%). Midlife nSEP was not associated with the rate of cognitive decline. Conclusions and Relevance In this cohort study of contextual factors associated with cognitive decline, childhood nSEP was inversely associated with trajectories of cognitive function throughout adulthood.
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Affiliation(s)
- Anna M. Kucharska-Newton
- Department of Epidemiology, University of North Carolina at Chapel Hill
- Department of Epidemiology, University of Kentucky, Lexington
| | - James Russell Pike
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - Jinyu Chen
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - A. Richey Sharret
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - Thomas Mosley
- Department of Neurology, University of Mississippi Medical Center, Jackson
- Department of Medicine, University of Mississippi Medical Center, Jackson
| | - Priya Palta
- Department of Neurology, University of North Carolina at Chapel Hill
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Becerril A, Pfoh ER, Hashmi AZ, Mourany L, Gunzler DD, Berg KA, Krieger NI, Krishnan K, Moore SE, Kahana E, Dawson NV, Luezas Shamakian L, Campbell JW, Perzynski AT, Dalton JE. Racial, ethnic and neighborhood socioeconomic differences in incidence of dementia: A regional retrospective cohort study. J Am Geriatr Soc 2023; 71:2406-2418. [PMID: 36928611 DOI: 10.1111/jgs.18322] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 02/15/2023] [Accepted: 02/17/2023] [Indexed: 03/18/2023]
Abstract
BACKGROUND Evidence on the effects of neighborhood socioeconomic disadvantage on dementia risk in racially and ethically diverse populations is limited. Our objective was to evaluate the relative extent to which neighborhood disadvantage accounts for racial/ethnic variation in dementia incidence rates. Secondarily, we evaluated the spatial relationship between neighborhood disadvantage and dementia risk. METHODS In this retrospective study using electronic health records (EHR) at two regional health systems in Northeast Ohio, participants included 253,421 patients aged >60 years who had an outpatient primary care visit between January 1, 2005 and December 31, 2015. The date of the first qualifying visit served as the study baseline. Cumulative incidence of composite dementia outcome, defined as EHR-documented dementia diagnosis or dementia-related death, stratified by neighborhood socioeconomic deprivation (as measured by Area Deprivation Index) was determined by competing-risk regression analysis, with non-dementia-related death as the competing risk. Fine-Gray sub-distribution hazard ratios were determined for neighborhood socioeconomic deprivation, race/ethnicity, and clinical risk factors. The degree to which neighborhood socioeconomic position accounted for racial/ethnic disparities in the incidence of composite dementia outcome was evaluated via mediation analysis with Poisson rate models. RESULTS Increasing neighborhood disadvantage was associated with increased risk of EHR-documented dementia diagnosis or dementia-related death (most vs. least disadvantaged ADI quintile HR = 1.76, 95% confidence interval = 1.69-1.84) after adjusting for age and sex. The effect of neighborhood disadvantage on this composite dementia outcome remained after accounting for known medical risk factors of dementia. Mediation analysis indicated that neighborhood disadvantage accounted for 34% and 29% of the elevated risk for composite dementia outcome in Hispanic and Black patients compared to White patients, respectively. CONCLUSION Neighborhood disadvantage is related to the risk of EHR-documented dementia diagnosis or dementia-related death and accounts for a portion of racial/ethnic differences in dementia burden, even after adjustment for clinically important confounders.
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Affiliation(s)
- Alissa Becerril
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Elizabeth R Pfoh
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- Center for Value-Based Care Research, Cleveland Clinic, Cleveland, Ohio, USA
| | - Ardeshir Z Hashmi
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- Center for Geriatric Medicine, Cleveland Clinic, Cleveland, Ohio, USA
| | - Lyla Mourany
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Douglas D Gunzler
- Center for Healthcare Research and Policy, Case Western Reserve University at MetroHealth, Cleveland, Ohio, USA
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | - Kristen A Berg
- Center for Healthcare Research and Policy, Case Western Reserve University at MetroHealth, Cleveland, Ohio, USA
| | - Nikolas I Krieger
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Kamini Krishnan
- Lou Ruvo Center for Brain Health, Cleveland Clinic, Cleveland, Ohio, USA
| | - Scott Emory Moore
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, USA
| | - Eva Kahana
- Sociology Department, Case Western Reserve University, Cleveland, Ohio, USA
| | - Neal V Dawson
- Center for Healthcare Research and Policy, Case Western Reserve University at MetroHealth, Cleveland, Ohio, USA
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | | | | | - Adam T Perzynski
- Center for Healthcare Research and Policy, Case Western Reserve University at MetroHealth, Cleveland, Ohio, USA
| | - Jarrod E Dalton
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
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Bai J, Pugh SL, Eldridge R, Yeager KA, Zhang Q, Lee WR, Shah AB, Dayes IS, D'Souza DP, Michalski JM, Efstathiou JA, Longo JM, Pisansky TM, Maier JM, Faria SL, Desai AB, Seaward SA, Sandler HM, Cooley ME, Bruner DW. Neighborhood Deprivation and Rurality Associated With Patient-Reported Outcomes and Survival in Men With Prostate Cancer in NRG Oncology RTOG 0415. Int J Radiat Oncol Biol Phys 2023; 116:39-49. [PMID: 36736921 PMCID: PMC10106367 DOI: 10.1016/j.ijrobp.2023.01.035] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 01/18/2023] [Accepted: 01/20/2023] [Indexed: 02/04/2023]
Abstract
PURPOSE Rurality and neighborhood deprivation can contribute to poor patient-reported outcomes, which have not been systematically evaluated in patients with specific cancers in national trials. Our objective was to examine the effect of rurality and neighborhood socioeconomic and environmental deprivation on patient-reported outcomes and survival in men with prostate cancer in NRG Oncology RTOG 0415. METHODS AND MATERIALS Data from men with prostate cancer in trial NRG Oncology RTOG 0415 were analyzed; 1,092 men were randomized to receive conventional radiation therapy or hypofractionated radiation therapy. Rurality was categorized as urban or rural. Neighborhood deprivation was assessed using the area deprivation index and air pollution indicators (nitrogen dioxide and particulate matter with a diameter less than 2.5 micrometers) via patient ZIP codes. Expanded Prostate Cancer Index Composite measured cancer-specific quality of life. The Hopkins symptom checklist measured anxiety and depression. EuroQoL-5 Dimension assessed general health. RESULTS We analyzed 751 patients in trial NRG Oncology RTOG 0415. At baseline, patients from the most deprived neighborhoods had worse bowel (P = .011), worse sexual (P = .042), and worse hormonal (P = .015) scores; patients from the most deprived areas had worse self-care (P = .04) and more pain (P = .047); and patients from rural areas had worse urinary (P = .03) and sexual (P = .003) scores versus patients from urban areas. Longitudinal analyses showed that the 25% most deprived areas (P = .004) and rural areas (P = .002) were associated with worse EuroQoL-5 Dimension visual analog scale score. Patients from urban areas (hazard ratio, 1.81; P = .033) and the 75% less-deprived neighborhoods (hazard ratio, 0.68; P = .053) showed relative decrease in risk of recurrence or death (disease-free survival). CONCLUSIONS Patients with prostate cancer from the most deprived neighborhoods and rural areas had low quality of life at baseline, poor general health longitudinally, and worse disease-free survival. Interventions should screen populations from deprived neighborhoods and rural areas to improve patient access to supportive care services.
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Affiliation(s)
- Jinbing Bai
- Emory University Nell Hodgson Woodruff School of Nursing, Atlanta, Georgia.
| | - Stephanie L Pugh
- NRG Oncology Statistics and Data Management Center, Philadelphia, Pennsylvania
| | - Ronald Eldridge
- Emory University Nell Hodgson Woodruff School of Nursing, Atlanta, Georgia
| | - Katherine A Yeager
- Emory University Nell Hodgson Woodruff School of Nursing, Atlanta, Georgia
| | - Qi Zhang
- Department of Geography, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - W Robert Lee
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Amit B Shah
- WellSpan York Cancer Center, York, Pennsylvania
| | - Ian S Dayes
- McMaster University, Juravinski Cancer Center, Hamilton Health Science, Hamilton, Ontario, Canada
| | - David P D'Souza
- School of Medicine & Dentistry, University of Western Ontario Schulich, London, Ontario, Canada
| | | | | | - John M Longo
- Zablocki VAMC and the Medical College of Wisconsin, Milwaukee, Wisconsin
| | | | - Jordan M Maier
- Karmanos Cancer Institute, Wayne State University, Detroit, Michigan
| | - Sergio L Faria
- Department of Radiation Oncology, McGill University, Montreal, Quebec, Canada
| | | | | | | | - Mary E Cooley
- Dana-Farber/Harvard Cancer Center, Boston, Massachusetts
| | - Deborah W Bruner
- Emory University Nell Hodgson Woodruff School of Nursing, Atlanta, Georgia
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21
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Rosso AL, Troxel WM, Gary-Webb TL, Weinstein AM, Butters MA, Palimaru A, Ghosh-Dastidar B, Wagner L, Nugroho A, Hunter G, Parker J, Dubowitz T. Design of the think PHRESH longitudinal cohort study: Neighborhood disadvantage, cognitive aging, and alzheimer's disease risk in disinvested, black neighborhoods. BMC Public Health 2023; 23:636. [PMID: 37013498 PMCID: PMC10069058 DOI: 10.1186/s12889-023-15381-9] [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: 11/22/2022] [Accepted: 03/06/2023] [Indexed: 04/05/2023] Open
Abstract
BACKGROUND Black Americans have disproportionately higher rates and earlier onset of Alzheimer's disease and related dementias (ADRD) relative to White Americans. We currently lack a comprehensive understanding of how the lived experience and broader societal factors, including cumulative exposure to structural racism and the mechanisms underlying the risks, may contribute to elevated ADRD risk in Black Americans. METHODS The Think PHRESH study builds on existing, community-based research infrastructure, from the ongoing Pittsburgh Hill/Homewood Research on Neighborhood Change and Health (PHRESH) studies, to examine the contributions of dynamic neighborhood socioeconomic conditions across the lifecourse to cognitive outcomes in mid- and late-life adults living in two historically disinvested, predominantly Black communities (anticipated n = 1133). This longitudinal, mixed-methods study rests on the premise that neighborhood racial segregation and subsequent disinvestment contributes to poor cognitive outcomes via factors including (a) low access to educational opportunities and (b) high exposure to race- and socioeconomically-relevant stressors, such as discrimination, trauma, and adverse childhood events. In turn, these cumulative exposures foster psychological vigilance in residents, leading to cardiometabolic dysregulation and sleep disruption, which may mediate associations between neighborhood disadvantage and ADRD risk. This premise recognizes the importance of potential protective factors that may promote cognitive health, including neighborhood social cohesion, safety, and satisfaction. The proposed study will leverage our existing longitudinal data on risk/protective factors and biobehavioral mediators and will include: (1) up to three waves of cognitive assessments in participants ages 50 years + and one assessment in participants ages 35-49 years; clinical adjudication of ADRD will be completed in participants who are 50+, (2) extensive surveys of risk and protective factors, (3) two assessments of blood pressure and objectively measured sleep, (4) a comprehensive assessment of life and residential history; and (5) two rounds of in-depth qualitative interviews to reveal lifecourse opportunities and barriers experienced by Black Americans in achieving optimal cognitive health in late life. DISCUSSION Understanding how structural racism has influenced the lived experience of Black Americans, including dynamic changes in neighborhood conditions over time, is critical to inform multi-level intervention and policy efforts to reduce pervasive racial and socioeconomic disparities in ADRD.
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Affiliation(s)
- Andrea L Rosso
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, US.
| | - Wendy M Troxel
- Division of Behavior and Policy Sciences, RAND Corporation, Santa Monica, US
| | - Tiffany L Gary-Webb
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, US
| | | | - Meryl A Butters
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, US
| | - Alina Palimaru
- Division of Behavior and Policy Sciences, RAND Corporation, Santa Monica, US
| | | | - La'Vette Wagner
- Division of Behavior and Policy Sciences, RAND Corporation, Santa Monica, US
| | - Alvin Nugroho
- Survey Research Group, RAND Corporation, Santa Monica, US
| | - Gerald Hunter
- Division of Behavior and Policy Sciences, RAND Corporation, Santa Monica, US
| | | | - Tamara Dubowitz
- Division of Behavior and Policy Sciences, RAND Corporation, Santa Monica, US
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22
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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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23
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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: 19] [Impact Index Per Article: 9.5] [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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Li Z, Christensen GM, Lah JJ, Marcus M, Russell AG, Ebelt S, Waller LA, Hüls A. Neighborhood characteristics as confounders and effect modifiers for the association between air pollution exposure and subjective cognitive functioning. ENVIRONMENTAL RESEARCH 2022; 212:113221. [PMID: 35378125 PMCID: PMC9233127 DOI: 10.1016/j.envres.2022.113221] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 03/25/2022] [Accepted: 03/28/2022] [Indexed: 05/25/2023]
Abstract
BACKGROUND Air pollution has been associated with cognitive function in the elderly. Previous studies have not evaluated the simultaneous effect of neighborhood-level socioeconomic status (N-SES), which can be an essential source of bias. OBJECTIVES We explored N-SES as a confounder and effect modifier in a cross-sectional study of air pollution and subjective cognitive function. METHODS We included 12,058 participants age 50+ years from the Emory Healthy Aging Study in Metro Atlanta using the Cognitive Function Instrument (CFI) score as our outcome, with higher scores representing worse subjective cognitive function. We estimated 9-year average ambient carbon monoxide (CO), nitrogen oxides (NOx), and fine particulate matter (PM2.5) concentrations at residential addresses using a fusion of dispersion and chemical transport models. We collected census-tract level N-SES indicators and created two composite measures via principal component analysis and k-means clustering. Associations between pollutants and CFI and effect modification by N-SES were estimated via linear regression models adjusted for age, education, race and N-SES. RESULTS N-SES confounded the association between air pollution and CFI, independent of individual characteristics. We found significant effect modifications by N-SES for the association between air pollution and CFI (p-values<0.001) suggesting that effects of air pollution differ depending on N-SES. Participants living in areas with low N-SES were most vulnerable to air pollution. In the lowest N-SES urban areas, interquartile range (IQR) increases in CO, NOx, and PM2.5 were associated with 5.4% (95%-confidence interval, -0.2,11.3), 4.9% (-0.4,10.4), and 9.8% (2.2,18.0) changes in CFI, respectively. In lowest N-SES suburban areas, IQR increases in CO, NOx, and PM2.5 were associated with higher changes in CFI, namely 13.0% (0.9,26.5), 13.0% (-0.1,27.8), and 17.3% (2.5,34.2), respectively. DISCUSSION N-SES is an important confounder and effect modifier in our study. This finding could have implications for studying health effects of air pollution and identifying susceptible populations.
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Affiliation(s)
- Zhenjiang Li
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Grace M Christensen
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - James J Lah
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA, USA
| | - Michele Marcus
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA; Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Armistead G Russell
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | - Stefanie Ebelt
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA; Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Lance A Waller
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA; Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Anke Hüls
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA; Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
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25
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Seguin-Fowler RA, LaCroix AZ, LaMonte MJ, Liu J, Maddock JE, Rethorst CD, Bird CE, Stefanick ML, Manson JE. Association of Neighborhood Walk Score with Accelerometer-Measured Physical Activity Varies by Neighborhood Socioeconomic Status in Older Women. Prev Med Rep 2022; 29:101931. [PMID: 36161128 PMCID: PMC9502671 DOI: 10.1016/j.pmedr.2022.101931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 07/07/2022] [Accepted: 07/26/2022] [Indexed: 10/27/2022] Open
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Shaw S, Jana A, Kundu S. An analytical pathway of consumption expenditure with neighborhood deprivation and depression on cognitive health among elderly in India: A moderated mediation approach. J Affect Disord 2022; 308:249-258. [PMID: 35429519 DOI: 10.1016/j.jad.2022.04.060] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Revised: 01/22/2022] [Accepted: 04/10/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND This study aims to find the linkage between neighborhood deprivation and cognition with depression as a mediating factor while economic condition as a moderator. METHODS We have used the recent baseline wave-1 data of Longitudinal Aging Study in India (LASI), 2017-2018. The study was restricted to 60 and above population, consisting of males (14,931) and females (16,533). We have used moderated mediating model to understand the relationship between deprivation (X), cognition (Y) mediated through depression (M), moderated by economic condition (W), while controlling all possible confounders. RESULTS Neighborhood deprivation was positively associated with depression (β: 0.12; SE: 0.01) and inversely linked to cognition (β: -0.4; SE: 0.02). Deprivation had a strong indirect effect on cognition that was mediated by depression. Further, interaction of depression (M) and economic condition (W) was negatively associated (β = -0.03; SE: 0.01) with cognition (Y), indicating that lower economic section being more depressed with lower cognitive function. LIMITATIONS The study failed to capture other mental health aspects like stress and anxiety using the Depression, Anxiety and Stress Scale-21 items (DASS-21). CONCLUSIONS This study has found a link between higher economic condition with low deprivation and depression. Older individuals with better financial situation have improved cognitive level than their counterparts, who are also depressed. This study provides an opportunity to conduct future research on cognitive health in the face of population aging in India.
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Affiliation(s)
- Subhojit Shaw
- Department of Population and Development, International Institute for Population Sciences, Deonar, Mumbai 400088, India
| | - Arup Jana
- Department of Population and Development, International Institute for Population Sciences, Deonar, Mumbai 400088, India
| | - Sampurna Kundu
- Center of Social Medicine and Community Health, Jawaharlal Nehru University, Delhi 110067, India.
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Santos CJ, Paciência I, Ribeiro AI. Neighbourhood Socioeconomic Processes and Dynamics and Healthy Ageing: A Scoping Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:6745. [PMID: 35682327 PMCID: PMC9180257 DOI: 10.3390/ijerph19116745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 05/26/2022] [Accepted: 05/30/2022] [Indexed: 02/05/2023]
Abstract
Elderly citizens are concentrated in urban areas and are particularly affected by the immediate residential environment. Cities are unequal and segregated places, where there is an intensification of urban change processes such as gentrification and displacement. We aimed to understand how neighbourhood socioeconomic processes and dynamics influence older people's health. Three bibliographic databases-PubMed, Web of Science, and Scopus-were used to identify evidence of the influence of neighbourhood socioeconomic deprivation, socio-spatial segregation, urban renewal, and gentrification on healthy ageing. We followed the method of Arksey and O'Malley, Levac and colleagues, the Joanna Briggs Institute, and the PRISMA-ScR. The included studies (n = 122) were published between 2001 and 2021. Most evaluated neighbourhood deprivation (n = 114), followed by gentrification (n = 5), segregation (n = 2), and urban renewal (n = 1). Overall, older people living in deprived neighbourhoods had worse healthy ageing outcomes than their counterparts living in more advantaged neighbourhoods. Older adults pointed out more negative comments than positive ones for gentrification and urban renewal. As to segregation, the direction of the association was not entirely clear. In conclusion, the literature has not extensively analysed the effects of segregation, gentrification, and urban renewal on healthy ageing, and more quantitative and longitudinal studies should be conducted to draw better inferences.
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Affiliation(s)
- Cláudia Jardim Santos
- EPIUnit-Instituto de Saúde Pública, Universidade do Porto, 4050-600 Porto, Portugal;
- Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), 4050-600 Porto, Portugal
| | - Inês Paciência
- Center for Environmental and Respiratory Health Research (CERH), University of Oulu, P.O. Box 5000, 90570 Oulu, Finland;
- Biocenter Oulu, University of Oulu, P.O. Box 5000, 90570 Oulu, Finland
| | - Ana Isabel Ribeiro
- EPIUnit-Instituto de Saúde Pública, Universidade do Porto, 4050-600 Porto, Portugal;
- Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), 4050-600 Porto, Portugal
- Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina, Universidade do Porto, 4200-319 Porto, Portugal
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Kreft D, Doblhammer G. Sex and Gender Differences in Environmental Influences on Dementia Incidence in Germany, 2014-2019: An Observational Cohort Study Based on Health Claims Data. J Alzheimers Dis 2022; 87:223-237. [PMID: 35275528 PMCID: PMC9198799 DOI: 10.3233/jad-215030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/09/2022] [Indexed: 11/15/2022]
Abstract
BACKGROUND There is an ongoing debate about whether environmental characteristics influence dementia risk like individual traits do, and whether these differ by sex and gender. OBJECTIVE This study examines the influence of regional characteristics on the incidence of dementia and explores sex and gender differences using individual-level health information and regional characteristics. METHODS Using a random sample of 250,000 people aged 70 + insured through Germany's largest German public health agency, we analyzed quarterly data about diagnoses and place of residence from 2014 to 2019. Using five-digit postal codes, we added data on various dimensions of regional characteristics offered by the INKAR database and the 2011 Census database. We used multilevel survival regressions to tease out regional incidence differences while accounting for spatial clustering. RESULTS After adjusting for multi-morbidity and relocation-related selection bias, we saw that people living in regions with the highest tertile of income (HR = 0.87, p < 0.001), and who had the highest tertile of remaining life expectancy at age 60 (HR = 0.93, p = 0.012) had lower dementia risks. There was no gender difference in the regional income effect, but the effect of education (HR = 0.91, p = 0.015) was significant only for men and remaining life-expectancy was significant only for women (HR = 0.93, p = 0.026). CONCLUSION Environmental characteristics related to wealth and health resources of a region influence the risk of dementia among the elderly in Germany. This effect is independent of the health profiles of the individuals and differs between the two genders. Health policies need to acknowledge these modifiable risk factors and consider how they affect men and women differently.
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Affiliation(s)
- Daniel Kreft
- Institute for Sociology and Demography, University of Rostock, Rostock, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Gabriele Doblhammer
- Institute for Sociology and Demography, University of Rostock, Rostock, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
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Lu Y, Liu C, Fawkes S, Ma J, Liu Y, Yu D. Inequality in Social Support Associated With Mild Cognitive Impairment: A Cross-Sectional Study of Older (≥60 Years) Residents in Shanghai, China. Front Public Health 2021; 9:706322. [PMID: 34888276 PMCID: PMC8649958 DOI: 10.3389/fpubh.2021.706322] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 10/28/2021] [Indexed: 11/13/2022] Open
Abstract
Objective: Social support plays a critical role in the detection and management of mild cognitive impairment (MCI). However, socioeconomic inequalities exist in both social support and health care services. Our study aimed to compare the level of social support received by MCI patients in comparison with those without MCI and to determine its link with income. Methods: Secondary data analyses were performed. Social support was measured using the Duke Social Support Index (DSSI) and satisfaction ratings. Multivariate logistic regression models were constructed to determine the associations of personal income and MCI with social support after adjustment for variations in the sociodemographic and health characteristics of the respondents. The multiplicative and additive interaction effects of income and MCI were further examined through introducing the MCI*Income variable to the regression models and using the relative excess risk due to interaction (RERI) analysis, respectively. Results: The logistic regression models showed that the respondents with MCI had significantly lower social support as measured by the DSSI scores (AOR = 33.03, p < 0.001) and satisfaction ratings (AOR = 7.48, p < 0.001) compared with those without MCI. Similarly, social support decreased with lower personal income (p < 0.001). There existed a significant multiplicative interaction effect between personal income and MCI on social support (AOR = 0.30-0.32, p < 0.01). The gap in social support between those with and without MCI was higher in the higher income group compared with the lower income group (p < 0.001). No significant additive interaction effects on social support were found between MCI and income. Conclusions: There are significant disparities in social support between people living with and without MCI. Such a gap is more profound in people with higher income. The inequality in social support associated with MCI may present a significant challenge to the successful implementation of community MCI detection and management.
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Affiliation(s)
- Yuan Lu
- Department of General Practice, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China.,School of Psychology and Public Health, La Trobe University, Melbourne, VIC, Australia
| | - Chaojie Liu
- School of Psychology and Public Health, La Trobe University, Melbourne, VIC, Australia
| | - Sally Fawkes
- School of Psychology and Public Health, La Trobe University, Melbourne, VIC, Australia
| | - Jia Ma
- Community Health Service Centre of Dinghai in YangPu District, Shanghai, China
| | - Yalin Liu
- Community Health Service Centre of JiaDing Town in JiaDing District, Shanghai, China
| | - Dehua Yu
- Department of General Practice, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China.,Shanghai General Practice and Community Health Development Research Center, Shanghai, China
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Peterson RL, George KM, Tran D, Malladi P, Gilsanz P, Kind AJH, Whitmer RA, Besser LM, Meyer OL. Operationalizing Social Environments in Cognitive Aging and Dementia Research: A Scoping Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:7166. [PMID: 34281103 PMCID: PMC8296955 DOI: 10.3390/ijerph18137166] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 06/29/2021] [Accepted: 06/30/2021] [Indexed: 12/29/2022]
Abstract
BACKGROUND Social environments are a contributing determinant of health and disparities. This scoping review details how social environments have been operationalized in observational studies of cognitive aging and dementia. METHODS A systematic search in PubMed and Web of Science identified studies of social environment exposures and late-life cognition/dementia outcomes. Data were extracted on (1) study design; (2) population; (3) social environment(s); (4) cognitive outcome(s); (5) analytic approach; and (6) theorized causal pathways. Studies were organized using a 3-tiered social ecological model at interpersonal, community, or policy levels. RESULTS Of 7802 non-duplicated articles, 123 studies met inclusion criteria. Eighty-four studies were longitudinal (range 1-28 years) and 16 examined time-varying social environments. When sorted into social ecological levels, 91 studies examined the interpersonal level; 37 examined the community/neighborhood level; 3 examined policy level social environments; and 7 studies examined more than one level. CONCLUSIONS Most studies of social environments and cognitive aging and dementia examined interpersonal factors measured at a single point in time. Few assessed time-varying social environmental factors or considered multiple social ecological levels. Future studies can help clarify opportunities for intervention by delineating if, when, and how social environments shape late-life cognitive aging and dementia outcomes.
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Affiliation(s)
- Rachel L. Peterson
- Department of Neurology, University of California Davis, Sacramento, CA 95817, USA; (K.M.G.); (O.L.M.)
| | - Kristen M. George
- Department of Neurology, University of California Davis, Sacramento, CA 95817, USA; (K.M.G.); (O.L.M.)
| | - Duyen Tran
- Department of Psychology, University of California Davis, Davis, CA 95616, USA;
| | - Pallavi Malladi
- Department of Physiology and Membrane Biology, University of California Davis, Davis, CA 95616, USA;
| | - Paola Gilsanz
- Kaiser Permanente Northern California Division of Research, Oakland, CA 94612, USA;
| | - Amy J. H. Kind
- Center for Health Disparities Research, University of Wisconsin School of Medicine and Public Health, Madison, WI 53726, USA;
- Health Services and Care Research Program, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI 53726, USA
- Department of Medicine, Division of Geriatrics and Gerontology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53726, USA
- Geriatrics Research Education and Clinical Center, Department of Veterans Affairs, Madison, WI 53726, USA
| | - Rachel A. Whitmer
- Public Health Sciences, Division of Epidemiology, University of California Davis, Davis, CA 95616, USA;
- Alzheimer’s Disease Research Center, University of California Davis, Sacramento, CA 95817, USA
| | - Lilah M. Besser
- Department of Urban and Regional Planning, Florida Atlantic University, Boca Raton, FL 33431, USA;
| | - Oanh L. Meyer
- Department of Neurology, University of California Davis, Sacramento, CA 95817, USA; (K.M.G.); (O.L.M.)
- Alzheimer’s Disease Research Center, University of California Davis, Sacramento, CA 95817, USA
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Assari S, Boyce S, Mistry R, Thomas A, Nicholson HL, Cobb RJ, Cuevas AG, Lee DB, Bazargan M, Caldwell CH, Curry TJ, Zimmerman MA. Parents' Perceived Neighborhood Safety and Children's Cognitive Performance: Complexities by Race, Ethnicity, and Cognitive Domain. URBAN SCIENCE (BASEL, SWITZERLAND) 2021; 5:46. [PMID: 34307955 PMCID: PMC8297581 DOI: 10.3390/urbansci5020046] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND AIM To examine racial/ethnic variations in the effect of parents' subjective neighborhood safety on children's cognitive performance. METHODS This cross-sectional study included 10,027 children from the Adolescent Brain Cognitive Development (ABCD) study. The exposure variable was parents' subjective neighborhood safety. The outcomes were three domains of children's cognitive performance: general cognitive performance, executive functioning, and learning/memory. We used mixed-effects regression models for data analysis. RESULTS Overall, parents' subjective neighborhood safety was positively associated with children's executive functioning, but not general cognitive performance or learning/memory. Higher parents' subjective neighborhood safety had a more positive influence on the executive functioning of non-Hispanic White than Asian American children. Higher parents' subjective neighborhood safety was associated with higher general cognitive performance and learning/memory for non-White children relative to non-Hispanic White children. CONCLUSION The race/ethnicity of children moderates the association between neighborhood safety and cognitive performance. This becomes more complicated, as the patterns seem to differ across race/ethnicity and cognitive domains. It is unknown whether the observed racial/ethnic variations in the effect of neighborhood safety on cognitive performance are due to neighborhood characteristics such as residential segregation. Addressing neighborhood inequalities is needed if we wish to reduce racial/ethnic inequities in the cognitive development of children.
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Affiliation(s)
- Shervin Assari
- Department of Family Medicine, Charles R Drew University of Medicine and Science, Los Angeles, CA 90059, USA
- Department of Urban Public Health, Charles R Drew University of Medicine and Science, Los Angeles, CA 90059, USA
| | - Shanika Boyce
- Department of Pediatrics, Charles R Drew University of Medicine and Science, Los Angeles, CA 90059, USA
| | - Ritesh Mistry
- Department of Health Behavior and Health Education, University of Michigan, Ann Arbor, MI 48109-2029, USA
| | - Alvin Thomas
- Department of Human Development and Family Studies, University of Wisconsin, Madison, WI 53706, USA
| | - Harvey L. Nicholson
- Sociology and Criminology, Law & Society, University of Florida, Gainesville, FL 32611-7330, USA
| | - Ryon J. Cobb
- Department of Sociology, University of Georgia, Athens, GA 30602, USA
| | - Adolfo G. Cuevas
- Department of Community Health, Tufts University, Medford, MA 02155, USA
| | - Daniel B. Lee
- Amherst H. Wilder Foundation, Wilder Research, Saint Paul, MN 55104, USA
| | - Mohsen Bazargan
- Department of Family Medicine, Charles R Drew University of Medicine and Science, Los Angeles, CA 90059, USA
- Department of Family Medicine, University of California, Los Angeles, CA 90095, USA
| | - Cleopatra H. Caldwell
- Department of Health Behavior and Health Education, University of Michigan, Ann Arbor, MI 48109-2029, USA
- Center for Research on Ethnicity, Culture and Health, School of Public Health, University of Michigan, Ann Arbor, MI 48109-2029, USA
| | - Tommy J. Curry
- Department of Philosophy, University of Edinburgh, Edinburgh EH8 9JS, UK
| | - Marc A. Zimmerman
- Department of Health Behavior and Health Education, University of Michigan, Ann Arbor, MI 48109-2029, USA
- Prevention Research Center, School of Public Health, University of Michigan, Ann Arbor, MI 48109-2029, USA
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Casanova R, Saldana S, Lutz MW, Plassman BL, Kuchibhatla M, Hayden KM. Investigating Predictors of Cognitive Decline Using Machine Learning. J Gerontol B Psychol Sci Soc Sci 2020; 75:733-742. [PMID: 29718387 DOI: 10.1093/geronb/gby054] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVES Genetic risks for cognitive decline are not modifiable; however their relative importance compared to modifiable factors is unclear. We used machine learning to evaluate modifiable and genetic risk factors for Alzheimer's disease (AD), to predict cognitive decline. METHODS Health and Retirement Study participants, aged 65-90 years, with DNA and >2 cognitive evaluations, were included (n = 7,142). Predictors included age, body mass index, gender, education, APOE ε4, cardiovascular, hypertension, diabetes, stroke, neighborhood socioeconomic status (NSES), and AD risk genes. Latent class trajectory analyses of cognitive scores determined the form and number of classes. Random Forests (RF) classification investigated predictors of cognitive trajectories. Performance metrics (accuracy, sensitivity, and specificity) were reported. RESULTS Three classes were identified. Discriminating highest from lowest classes produced the best RF performance: accuracy = 78% (1.0%), sensitivity = 75% (1.0%), and specificity = 81% (1.0%). Top ranked predictors were education, age, gender, stroke, NSES, and diabetes, APOE ε4 carrier status, and body mass index (BMI). When discriminating high from medium classes, top predictors were education, age, gender, stroke, diabetes, NSES, and BMI. When discriminating medium from the low classes, education, NSES, age, diabetes, and stroke were top predictors. DISCUSSION The combination of latent trajectories and RF classification techniques suggested that nongenetic factors contribute more to cognitive decline than genetic factors. Education was the most relevant predictor for discrimination.
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Affiliation(s)
- Ramon Casanova
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston Salem, North Carolina
| | - Santiago Saldana
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston Salem, North Carolina
| | - Michael W Lutz
- Department of Neurology, Duke University Medical Center, Durham, North Carolina
| | - Brenda L Plassman
- Department of Neurology, Duke University Medical Center, Durham, North Carolina.,Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - Maragatha Kuchibhatla
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, North Carolina
| | - Kathleen M Hayden
- Department of Social Sciences and Health Policy, Wake Forest School of Medicine, Winston Salem, North Carolina
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Kim JH. The neighborhood effect of cognitive function on self-rated health: A population-based observational study. Arch Gerontol Geriatr 2020; 93:104285. [PMID: 33232916 DOI: 10.1016/j.archger.2020.104285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 10/12/2020] [Accepted: 10/15/2020] [Indexed: 11/25/2022]
Abstract
This study investigates the interaction between the neighborhood effect of cognitive function on self-rated health among middle aged and older adults. Data from the Korean Longitudinal Study on Aging (KLoSA) were analyzed. A total of 9,998 participants were selected for biennial follow-ups from 2006 to 2018 to estimate the probability of change in cognitive function according to individual, regional and dependent variables. A generalized estimating equation (GEE) model and chi-square test were used. The odds ratio (OR) of underestimation, when an individual's cognitive function is lower than his/her regional average of cognitive function, was 1.173 times higher (95 % Confidence Interval [CI]: 1.108-1.241, p-value: <.0001) compared to accurate, when an individual's cognitive function is equal to his/her regional average of cognitive function. The OR of individuals with low cognitive function in regions with low cognitive function levels had the highest probability of poor SRH (self-rated health) (OR: 3.525; 95 % CI: 3.182-3.905, p-value: <.0001) compared to individuals with high cognitive function in regions with high cognitive function levels. Findings speak of the importance of the neighborhood effect of cognitive function on self-rated health among Korean middle aged and older adults. Further research is needed to investigate the potential mediation of pleasurable mechanisms in the rapidly aging population of Korea.
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Affiliation(s)
- Jae-Hyun Kim
- Department of Health Administration, College of Health Science, Dankook University, Cheonan, Republic of Korea; Institute of Health Promotion and Policy, Dankook University, Cheonan, Republic of Korea.
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Ouvrard C, Meillon C, Dartigues JF, Ávila-Funes JA, Amieva H. Do Individual and Geographical Deprivation Have the Same Impact on the Risk of Dementia? A 25-Year Follow-up Study. J Gerontol B Psychol Sci Soc Sci 2020; 75:218-227. [PMID: 29077923 DOI: 10.1093/geronb/gbx130] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Accepted: 09/26/2017] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES To determine the impact of both individual psychosocioeconomic precariousness and geographical deprivation on risk of dementia in older adults followed-up for 25 years. METHOD The sample consisted of 3,431 participants aged 65 years or over from the PAQUID cohort study. Individual psychosocioeconomic precariousness was measured computing eight economic and psychosocial indicators. Geographical deprivation was assessed by the FDep99 index, consisting of four community socioeconomic variables. For both measures, the fourth quartile of the distribution was considered as the more precarious or deprived category, while the first quartile was considered as the less precarious or deprived one. Clinical dementia diagnosis was assessed all along study follow-up. The association between individual psychosocioeconomic precariousness, geographical deprivation and risk of dementia was assessed using illness-death regression models adjusted for age, sex, depression, psychotropic drug consumption, comorbidities, disability, and body mass index, while accounting for death as a competing event. RESULTS The risk of dementia was higher for the more psychosocioeconomic precarious participants (HR = 1.51; 95% CI: 1.24-1.84). No increased risk of dementia was found for those living in communities with high index of deprivation. DISCUSSION Psychosocioeconomic precariousness, but not geographical deprivation, is associated with a higher risk of dementia.
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Affiliation(s)
- Camille Ouvrard
- Inserm, Bordeaux Population Health Research Center, team Psychoepidemiology of aging and chronic diseases, University of Bordeaux, France
| | - Céline Meillon
- Inserm, Bordeaux Population Health Research Center, team Psychoepidemiology of aging and chronic diseases, University of Bordeaux, France
| | - Jean-François Dartigues
- Inserm, Bordeaux Population Health Research Center, team Psychoepidemiology of aging and chronic diseases, University of Bordeaux, France
| | - José Alberto Ávila-Funes
- Inserm, Bordeaux Population Health Research Center, team Psychoepidemiology of aging and chronic diseases, University of Bordeaux, France.,Department of Geriatrics, National Institute of Medical Sciences and Nutrition "Salvador Zubiran", Mexico City, Mexico
| | - Hélène Amieva
- Inserm, Bordeaux Population Health Research Center, team Psychoepidemiology of aging and chronic diseases, University of Bordeaux, France
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Liu CC, Sun Y, Kung SF, Kuo HW, Huang NC, Li CY, Hu SC. Effects of physical and social environments on the risk of dementia among Taiwanese older adults: a population-based case-control study. BMC Geriatr 2020; 20:226. [PMID: 32590941 PMCID: PMC7318767 DOI: 10.1186/s12877-020-01624-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Accepted: 06/18/2020] [Indexed: 12/29/2022] Open
Abstract
Background Physical and social environments may influence cognition health in older adults. However, evidence regarding physical and social environments linked to dementia is lacking, especially in Asia. This study aims to explore the influence of physical and social environments on the incidence of dementia through a population-based case-control design in Taiwan. Methods We identified 26,206 incident cases with dementia aged≧65 years in 2010, with the same no. of controls from National Health Insurance claims. Environmental measures were collected from government statistics including three physical environments and three social environments. Multilevel logistic regression was used to estimate the odds ratios (ORs) and 95% confidence intervals (CI) of the association between dementia incidence and the environmental measures at the township level. Results We observed a significant reduction of 12% in the odds ratios of dementia in areas with higher availability of playgrounds and sport venues (OR 0.88, 95% CI 0.81–0.95), after controlling for individual and other environmental characteristics. Community center availability was also significantly associated with an 8% decreased odds for dementia (OR 0.92, 95% CI 0.87–0.99), but the association was not significant after further consideration of individual-level characteristics. Although higher odds of dementia were found in areas with high median annual family income (OR 1.14, 95% CI 1.04–1.25), such a significant relationship did not appear in the full model. Conclusions Our study suggests that specific physical and social environmental features have different influences on the risk of dementia. Public health interventions may consider these environmental aspects for preventing dementia incidence.
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Affiliation(s)
- Chih-Ching Liu
- Department of Healthcare Administration, College of Medical and Health Science, Asia University, No. 500, Lioufeng Road, Wufeng District, Taichung, 41354, Taiwan
| | - Yu Sun
- Department of Neurology, En Chu Kong Hospital, No. 399, Fuxing Road, Sanxia District, New Taipei City, 23702, Taiwan
| | - Shiann-Far Kung
- Department of Urban Planning, College of Planning & Design, National Cheng Kung University, No.1, University Road, Tainan City, 701, Taiwan.,Healthy Cities Research Center, Research and Services Headquarters, National Cheng Kung University, No.1, University Road, Tainan City, 701, Taiwan
| | - Hsien-Wen Kuo
- Institute of Environmental and Occupational Health Sciences, School of Medicine, National Yang-Ming University, No.155, Sec.2, Linong Street, Taipei city, 112, Taiwan
| | - Nuan-Ching Huang
- Healthy Cities Research Center, Research and Services Headquarters, National Cheng Kung University, No.1, University Road, Tainan City, 701, Taiwan
| | - Chung-Yi Li
- Department of Healthcare Administration, College of Medical and Health Science, Asia University, No. 500, Lioufeng Road, Wufeng District, Taichung, 41354, Taiwan.,Department of Public Health, College of Medicine, National Cheng Kung University, No.1, University Road, Tainan City, 701, Taiwan.,Department of Public Health, College of Public Health, China Medical University, Taichung, 404, Taiwan
| | - Susan C Hu
- Healthy Cities Research Center, Research and Services Headquarters, National Cheng Kung University, No.1, University Road, Tainan City, 701, Taiwan. .,Department of Public Health, College of Medicine, National Cheng Kung University, No.1, University Road, Tainan City, 701, Taiwan.
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Estrella ML, Durazo-Arvizu RA, Gallo LC, Isasi CR, Perreira KM, Vu THT, Vasquez E, Sachdeva S, Zeng D, Llabre MM, Tarraf W, González HM, Daviglus ML, Lamar M. Associations between perceived neighborhood environment and cognitive function among middle-aged and older women and men: Hispanic Community Health Study/Study of Latinos Sociocultural Ancillary Study. Soc Psychiatry Psychiatr Epidemiol 2020; 55:685-696. [PMID: 31974810 PMCID: PMC7276286 DOI: 10.1007/s00127-019-01829-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2019] [Accepted: 12/24/2019] [Indexed: 12/31/2022]
Abstract
PURPOSE To examine cross-sectional associations between perceived neighborhood environment and cognitive function among middle-aged and older Hispanic/Latino women and men. METHODS Data from the Hispanic Community Health Study/Study of Latinos (2008-2011) and its Sociocultural Ancillary Study (2009-2010) were used. Participants were Hispanic/Latino women (n = 1812) and men (n = 1034) aged 45-74 years. Survey-weighted linear regression models were used to examine associations between self-reported perceived neighborhood environment (i.e., neighborhood social cohesion and problems categorized as quintiles, and neighborhood safety from crime categorized as low, medium, or high) with cognitive function (i.e., global cognition, verbal learning, memory, verbal fluency, and processing speed scores) in women and men. Final model adjusted for age, Hispanic/Latino background, language, field site, household income, education, years lived in neighborhood, and depressive symptoms. RESULTS Women in the lowest quintile of perceived neighborhood problems (vs. highest quintile) had higher global cognition (β 0.48, 95% CI 0.03, 0.94, p trend 0.229) and memory scores (0.60, 95% CI 0.11, 1.09, p trend: 0.060). Women in the highest quintile of perceived neighborhood social cohesion (vs. lowest quintile) had lower global cognition (β - 0.56, 95% CI - 1.02, - 0.09, p trend 0.004), verbal learning (B - 1.01, 95% CI - 2.00, - 0.03, p trend 0.015), verbal fluency (B - 2.00, 95% CI - 3.83, - 0.16, p trend 0.006), and processing speed (B - 2.11, 95% CI - 3.87, - 0.36, p trend 0.009). There was no association between perceived neighborhood safety from crime and cognition among women, or between any perceived neighborhood environment measure and cognition among men. CONCLUSIONS Middle-aged and older Hispanic/Latina women living in neighborhoods with the lowest perceived problems had higher global cognition and memory. Women living in neighborhoods with the highest perceived social cohesion had lower global cognition, verbal learning, verbal fluency, and processing speed.
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Affiliation(s)
- Mayra L Estrella
- Institute for Minority Health Research, University of Illinois At Chicago, Chicago, IL, USA.
| | - Ramon A Durazo-Arvizu
- Institute for Minority Health Research, University of Illinois At Chicago, Chicago, IL, USA
- Department of Public Health Sciences, Loyola University Chicago, Chicago, IL, USA
| | - Linda C Gallo
- Department of Psychology, San Diego State University, San Diego, CA, USA
| | - Carmen R Isasi
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Krista M Perreira
- Department of Social Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Thanh-Huyen T Vu
- Department of Preventive Medicine, Northwestern University, Chicago, IL, USA
| | - Elizabeth Vasquez
- Department of Epidemiology and Biostatistics, University at Albany State University of New York, Albany, NY, USA
| | - Shruti Sachdeva
- Institute for Minority Health Research, University of Illinois At Chicago, Chicago, IL, USA
| | - Donglin Zeng
- Collaborative Studies Coordinating Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Maria M Llabre
- Department of Psychology, University of Miami, Miami, FL, USA
| | - Wassim Tarraf
- Department of Healthcare Sciences, Wayne State University, Detroit, MI, USA
| | - Hector M González
- Department of Neurosciences and Shiley-Marcos Alzheimer's Disease Research Center, University of California San Diego, La Jolla, CA, USA
| | - Martha L Daviglus
- Institute for Minority Health Research, University of Illinois At Chicago, Chicago, IL, USA
| | - Melissa Lamar
- Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
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Cavanaugh AM, Rauh MJ, Thompson CA, Alcaraz J, Mihalko WM, Bird CE, Corbie-Smith G, Rosal MC, Li W, Shadyab AH, Gilmer T, LaCroix AZ. Racial/Ethnic Disparities in Physical Function Before and After Total Knee Arthroplasty Among Women in the United States. JAMA Netw Open 2020; 3:e204937. [PMID: 32412635 PMCID: PMC7229524 DOI: 10.1001/jamanetworkopen.2020.4937] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
IMPORTANCE Although racial/ethnic differences in functional outcomes after total knee arthroplasty (TKA) exist, whether such differences are associated with differences in presurgical physical function (PF) has not been thoroughly investigated. OBJECTIVE To examine trajectories of PF by race/ethnicity before and after TKA among older women. DESIGN, SETTING, AND PARTICIPANTS This cohort study was conducted among the prospective Women's Health Initiative with linked Medicare claims data. A total of 10 325 community-dwelling women throughout the United States with Medicare fee-for-service underwent primary TKA between October 1, 1993, and December 31, 2014, and were followed up through March 31, 2017. EXPOSURES Race/ethnicity comparisons between Hispanic or Latina women, non-Hispanic black or African American women, and non-Hispanic white women (hereafter referred to as Hispanic, black, and white women, respectively). MAIN OUTCOMES AND MEASURES Physical functioning scale scores and self-reported activity limitations with walking 1 block, walking several blocks, and climbing 1 flight of stairs were measured by the RAND 36-Item Health Survey during the decade before and after TKA, with a median of 9 PF measurements collected per participant over time. RESULTS In total, 9528 white women (mean [SD] age at surgery, 74.6 [5.5] years), 622 black women (mean [SD] age at surgery, 73.1 [5.3] years), and 175 Hispanic women (mean [SD] age at surgery, 73.1 [5.2] years) underwent TKA. During the decade prior to TKA, black women had lower PF scores than white women (mean difference, -5.8 [95% CI, -8.0 to -3.6]) and higher odds of experiencing difficulty walking a single block (5 years before TKA: odds ratio, 1.86 [95% CI, 1.57-2.21]), walking multiple blocks (odds ratio, 2.14 [95% CI, 1.83-2.50]), and climbing 1 flight of stairs (odds ratio, 1.81 [95% CI, 1.55-2.12]). After TKA, black women continued to have lower PF scores throughout the decade (mean difference 1 year after TKA, -7.8 [95% CI, -10.8 to -4.9]). After adjusting for preoperative PF scores, PF scores after TKA were attenuated (mean difference 1 year after TKA, -3.0 [95% CI, -5.3 to -0.7]), with no statistically significant differences in long-term follow-up. Hispanic women had similar PF scores to white women during the pre-TKA and post-TKA periods. CONCLUSIONS AND RELEVANCE This study suggests that black women had significantly poorer PF than white women during the decades before and after TKA. Poorer PF after surgery was associated with poorer preoperative PF. Reducing disparities in post-TKA functional outcomes should target maintenance of function preoperatively in the early stages of arthritic disease and/or reduction of delays to receiving TKA once need arises.
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Affiliation(s)
- Alyson M. Cavanaugh
- Joint Doctoral Program in Public Health, San Diego State University/University of California, San Diego, San Diego
| | - Mitchell J. Rauh
- Doctor of Physical Therapy Program, San Diego State University, San Diego, California
- Graduate School of Public Health, San Diego State University, San Diego, California
| | - Caroline A. Thompson
- Graduate School of Public Health, San Diego State University, San Diego, California
| | - John Alcaraz
- Graduate School of Public Health, San Diego State University, San Diego, California
| | - William M. Mihalko
- Campbell Clinic Department of Orthopaedic Surgery and Biomedical Engineering, University of Tennessee Health Science Center, Memphis
| | - Chloe E. Bird
- Health Care Division, RAND, Santa Monica, California
| | - Giselle Corbie-Smith
- Center for Health Equity Research, University of North Carolina School of Medicine, Chapel Hill
| | - Milagros C. Rosal
- Department of Population and Quantitative Sciences, University of Massachusetts Medical School, Worchester
| | - Wenjun Li
- Department of Medicine, University of Massachusetts Medical School, Worcester
| | - Aladdin H. Shadyab
- Department of Family Medicine and Public Health, University of California, San Diego, La Jolla
| | - Todd Gilmer
- Department of Family Medicine and Public Health, University of California, San Diego, La Jolla
| | - Andrea Z. LaCroix
- Department of Family Medicine and Public Health, University of California, San Diego, La Jolla
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Robbins MW, Ann Griffin B, Shih RA, Ellen Slaughter M. Robust estimation of the causal effect of time-varying neighborhood factors on health outcomes. Stat Med 2020; 39:544-561. [PMID: 31820833 PMCID: PMC9706720 DOI: 10.1002/sim.8423] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Revised: 09/25/2019] [Accepted: 10/05/2019] [Indexed: 11/07/2022]
Abstract
The fundamental difficulty of establishing causal relationships between an exposure and an outcome in observational data involves disentangling causality from confounding factors. This problem underlies much of neighborhoods research, which abounds with studies that consider associations between neighborhood characteristics and health outcomes in longitudinal data. Such analyses are confounded by selection issues; individuals with above average health outcomes (or associated characteristics) may self-select into advantaged neighborhoods. Techniques commonly used to assess causal inferences in observational longitudinal data, such as inverse probability of treatment weighting (IPTW), may be inappropriate in neighborhoods data due to unique characteristics of such data. We advance the IPTW toolkit by introducing a procedure based on a multivariate kernel density function which is more appropriate for neighborhoods data. The proposed weighting method is applied in conjunction with a marginal structural model. Our empirical analyses use longitudinal data from the Health and Retirement Study; our exposure of interest is an index of neighborhood socioeconomic status (NSES), and we examine its influence on cognitive function. Our findings illustrate the importance of the choice of method for IPTW-the comparison weighting methods provide poor balance across the set of covariates (which is not the case for our preferred procedure) and yield misleading results when applied in the outcomes models. The utility of the multivariate kernel is also validated via simulation. In addition, our findings emphasize the importance of IPTW-controlling for covariates within a regression without IPTW indicates that NSES affects cognition, whereas IPTW-weighted models fail to show a statistically significant effect.
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Atkins R, Luo R, Wunnenberg M, Ayres C, Lipman TH, Pena-Cardinali V, Hayes L, Deatrick JA. Contributors to Depressed Mood in Black Single Mothers. Issues Ment Health Nurs 2020; 41:38-48. [PMID: 31424976 DOI: 10.1080/01612840.2019.1631414] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Participants: A convenience sample of 210 community dwelling Black single mothers ages 18 to 45, who reside in U.S. urban communities.Methods: A descriptive, cross-sectional design was employed. Participants responded to an open-ended question that asked about reasons for depressed mood. A directed approach to content analysis was used to categorize the responses based on existing theoretical formulations and empirical findings about the causes of depression in women. Percentages and frequencies were used to describe the results of the analysis.Findings: A total of 319 usable responses were provided. Collectively and individually the most frequent responses were consistent with Social/Environmental factors such as lack of financial resources (n = 115; 36.05%), followed by Psychological factors such as general cognitive/emotional feelings of stress (n = 60; 18.81%), and parenting stressors or daily hassles (n = 40; 12.54%). Physiologic factors such as a having physiologic or medical conditions were reported less often (n = 14; 4.39%).Conclusions/Implications: Social/Environmental and Psychological factors contribute to depressed mood more often than Physiological factors in Black single mothers. Depression prevention efforts should target the social determinants of mental health in Black single mothers who should be connected with appropriate financial, psychological, educational and social service resources in the community.
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Affiliation(s)
- Rahshida Atkins
- School of Nursing-Camden, Rutgers The State University, Camden, New Jersey, USA
| | - Rufan Luo
- Department of Psychology, Rutgers, The State University of New Jersey-Camden, Camden, New Jersey, USA
| | - Mary Wunnenberg
- School of Nursing-Camden, Rutgers The State University, Camden, New Jersey, USA
| | - Cynthia Ayres
- School of Nursing-Camden, Rutgers The State University, Camden, New Jersey, USA
| | - Terri H Lipman
- School of Nursing, University of Pennsylvania , Philadelphia, Pennsylvania, USA
| | | | - Latisha Hayes
- School of Nursing-Camden, Rutgers The State University, Camden, New Jersey, USA
| | - Janet A Deatrick
- School of Nursing, University of Pennsylvania , Philadelphia, Pennsylvania, USA
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Cavanaugh AM, Rauh MJ, Thompson CA, Alcaraz J, Mihalko WM, Bird CE, Eaton CB, Rosal MC, Li W, Shadyab AH, Gilmer T, LaCroix AZ. Racial and ethnic disparities in utilization of total knee arthroplasty among older women. Osteoarthritis Cartilage 2019; 27:1746-1754. [PMID: 31404657 PMCID: PMC6875623 DOI: 10.1016/j.joca.2019.07.015] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2019] [Revised: 07/14/2019] [Accepted: 07/31/2019] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To evaluate racial and ethnic disparities in utilization of total knee arthroplasty (TKA) in relation to demographic, health, and socioeconomic status variables. DESIGN Prospective study of 102,767 Women's Health Initiative postmenopausal women initially aged 50-79, examining utilization rates of primary TKA between non-Hispanic Black/African American, non-Hispanic White, and Hispanic/Latina women (hereafter referred to as Black, White, and Hispanic). A total of 8,942 Black, 3,405 Hispanic, and 90,420 White women with linked Medicare claims data were followed until time of TKA, death, or transition from fee-for-service coverage. Absolute disparities were determined using utilization rates by racial/ethnic group and relative disparities quantified using multivariable hazards models in adjusting for age, arthritis, joint pain, mobility disability, body mass index, number of comorbidities, income, education, neighborhood socioeconomic status (SES), and geographic region. RESULTS TKA utilization was higher among White women (10.7/1,000 person-years) compared to Black (8.5/1,000 person-years) and Hispanic women (7.6/1,000 person-years). Among women with health indicators for TKA including diagnosis of arthritis, moderate to severe joint pain, and mobility disability, Black and Hispanic women were significantly less likely to undergo TKA after adjusting for age [Black: HR (95% confidence interval) = 0.70 (0.63-0.79); Hispanic: HR = 0.58 (0.44-0.77)]. Adjustment for SES modestly attenuated the measured disparity, but significant differences remained [Black: HR = 0.75 (0.67-0.89); Hispanic: HR = 0.65 (0.47-0.89)]. CONCLUSIONS Compared to White women, Black and Hispanic women were significantly less likely to undergo TKA after considering need and appropriateness for TKA and SES. Further investigation into personal-level and provider-level factors that may explain these disparities is warranted.
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Affiliation(s)
- A M Cavanaugh
- San Diego State University/University of California San Diego, Joint Doctoral Program in Public Health, USA.
| | - M J Rauh
- Doctor of Physical Therapy Program, San Diego State University, San Diego, CA, USA; Graduate School of Public Health, San Diego State University, San Diego, CA, USA.
| | - C A Thompson
- Graduate School of Public Health, San Diego State University, San Diego, CA, USA.
| | - J Alcaraz
- Graduate School of Public Health, San Diego State University, San Diego, CA, USA.
| | - W M Mihalko
- Campbell Clinic Department of Orthopaedic Surgery and Biomedical Engineering, University of Tennessee, Memphis, TN, USA.
| | - C E Bird
- Health Care Division, RAND, Santa Monica, CA, USA.
| | - C B Eaton
- Department of Family Medicine at Warren Alpert Medical School and Department of Epidemiology at School of Public Health at Brown University, Providence, RI, USA.
| | - M C Rosal
- Department of Population and Quantitative Sciences, University of Massachusetts Medical School, USA.
| | - W Li
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA.
| | - A H Shadyab
- Department of Family Medicine and Public Health, University of California, San Diego, CA, USA.
| | - T Gilmer
- Department of Family Medicine and Public Health, University of California, San Diego, CA, USA.
| | - A Z LaCroix
- Department of Family Medicine and Public Health, University of California, San Diego, CA, USA.
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Besser L, Galvin JE, Rodriguez D, Seeman T, Kukull W, Rapp SR, Smith J. Associations between neighborhood built environment and cognition vary by apolipoprotein E genotype: Multi-Ethnic Study of Atherosclerosis. Health Place 2019; 60:102188. [PMID: 31797769 PMCID: PMC6901106 DOI: 10.1016/j.healthplace.2019.102188] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 07/26/2019] [Accepted: 08/07/2019] [Indexed: 01/02/2023]
Abstract
We examined whether neighborhood built environment (BE) and cognition associations in older adults vary by apolipoprotein E (APOE) genotype, a genetic risk factor for Alzheimer's disease (AD). We conducted a cross-sectional analysis of 4091 participants. Neighborhood characteristics included social and walking destination density (SDD, WDD), intersection density, and proportion of land dedicated to retail. Individuals were categorized as APOE ε2 (lower AD risk), APOE ε4 (higher AD risk), or APOE ε3 carriers. Among APOE ε2 carriers, greater proportion of land dedicated to retail was associated with better global cognition, and greater SDD, WDD, intersection density, and proportion of land dedicated to retail was associated with better processing speed. These associations were not observed in APOE ε3 or ε4 carriers. APOE ε2 carriers may be more susceptible to the potentially beneficial effects of denser neighborhood BEs on cognition; however, longitudinal studies are needed.
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Affiliation(s)
- Lilah Besser
- School of Urban and Regional Planning, Institute for Human Health and Disease Intervention, Florida Atlantic University, 777 Glades Rd, SO-284H, Boca Raton, FL, 33431, USA.
| | - James E Galvin
- Charles E. Schmidt College of Medicine, Florida Atlantic University, 777 Glades Rd, ME-104, First Floor, Boca Raton, FL, 33431, USA.
| | - Daniel Rodriguez
- Department of City and Regional Planning, College of Environmental Design, Office 313B, Wurster Hall #1820, University of California, Berkeley, CA, 94720-1820, USA.
| | - Teresa Seeman
- David Geffen School of Medicine, University of California Los Angeles, 10945 Le Conte Avenue, Suite 2339 (PVUB Uberroth Building), Los Angeles, CA, 90095, USA.
| | - Walter Kukull
- National Alzheimer's Coordinating Center, Department of Epidemiology, University of Washington, 4311 11th Avenue NE, Suite 300, Seattle, WA, 98105, USA.
| | - Stephen R Rapp
- Departments of Psychiatry and Behavioral Medicine & Public Health Sciences, Wake Forest School of Medicine, 791 Jonestown Road, Winston-Salem, NC, 27103, USA.
| | - Jennifer Smith
- Department of Epidemiology, University of Michigan, 1415 Washington Heights, Room 2631, Ann Arbor, MI, 48109-2029, USA.
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St. John AM, Tarullo AR. Neighbourhood chaos moderates the association of socioeconomic status and child executive functioning. INFANT AND CHILD DEVELOPMENT 2019. [DOI: 10.1002/icd.2153] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Ashley M. St. John
- Department of Psychological and Brain SciencesBoston University Boston Massachusetts
| | - Amanda R. Tarullo
- Department of Psychological and Brain SciencesBoston University Boston Massachusetts
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Liu CC, Li CY, Kung SF, Kuo HW, Huang NC, Sun Y, Hu SC. Association of Environmental Features and the Risk of Alzheimer's Dementia in Older Adults: A Nationwide Longitudinal Case-Control Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16162828. [PMID: 31398817 PMCID: PMC6721060 DOI: 10.3390/ijerph16162828] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 07/31/2019] [Accepted: 07/31/2019] [Indexed: 12/19/2022]
Abstract
Little is known about the association between environmental features and the risk of Alzheimer’s dementia (AD). This study aims to investigate the association of physical and social environments with the incidence of AD. We identified 12,401 newly diagnosed AD cases aged ≥65 years in 2010, with the same no. of matched controls from National Health Insurance claims in Taiwan. Environmental data were collected from government statistics including three physical environments and three social environments. Multilevel logistic regression was conducted to calculate the odds ratios (OR) of AD in association with environmental features at the township level. Results showed that living in the areas with higher availability of playgrounds and sport venues was associated with a 3% decreased odds of AD (95% CI = 0.96–0.99), while higher density of elderly living alone was associated with a 5% increased odds of AD (95% CI = 1.01–1.11), after controlling for individual and other environmental factors. In further examination by urbanization level, the above relationships were found only in rural areas but not in urban areas. This study provides evidence that specific physical and social environmental features have different impacts on the risk of AD.
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Affiliation(s)
- Chih-Ching Liu
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan 701, Taiwan
| | - Chung-Yi Li
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan 701, Taiwan
- Department of Public Health, College of Public Health, China Medical University, Taichung 404, Taiwan
| | - Shiann-Far Kung
- Department of Urban Planning, National Cheng Kung University, Tainan 701, Taiwan
- Healthy Cities Research Center, Research and Services Headquarters, National Cheng Kung University, Tainan 701, Taiwan
| | - Hsien-Wen Kuo
- Institute of Environmental and Occupational Health Sciences, National Yang-Ming University, Taipei 112, Taiwan
| | - Nuan-Ching Huang
- Healthy Cities Research Center, Research and Services Headquarters, National Cheng Kung University, Tainan 701, Taiwan
| | - Yu Sun
- Department of Neurology, En Chu Kong Hospital, New Taipei City 23702, Taiwan.
| | - Susan C Hu
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan 701, Taiwan.
- Healthy Cities Research Center, Research and Services Headquarters, National Cheng Kung University, Tainan 701, Taiwan.
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Guo Y, Chan CH, Chang Q, Liu T, Yip PS. Neighborhood environment and cognitive function in older adults: A multilevel analysis in Hong Kong. Health Place 2019; 58:102146. [DOI: 10.1016/j.healthplace.2019.102146] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 05/17/2019] [Accepted: 05/27/2019] [Indexed: 10/26/2022]
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Sidani MA, Reed BC, Steinbauer J. Geriatric Care Issues. PHYSICIAN ASSISTANT CLINICS 2019. [DOI: 10.1016/j.cpha.2018.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Bea JW, Going SB, Wertheim BC, Bassford TL, LaCroix AZ, Wright NC, Nicholas JS, Heymsfield SB, Chen Z. Body composition and physical function in the Women's Health Initiative Observational Study. Prev Med Rep 2018; 11:15-22. [PMID: 30065910 PMCID: PMC6066466 DOI: 10.1016/j.pmedr.2018.05.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Revised: 04/26/2018] [Accepted: 05/05/2018] [Indexed: 12/14/2022] Open
Abstract
Physical function is critical for mobility and quality of life. We hypothesized that higher total lean mass is associated with higher physical function, and body fat inversely associated, among postmenopausal women. Women's Health Initiative Observational Study participants at Pittsburgh, PA; Birmingham, AL; and Tucson-Phoenix, AZ (1993–1998) completed dual-energy X-ray absorptiometry scans and the Rand SF-36 questionnaire at baseline and 3 y (N = 4526). Associations between quartiles (Q1–4) of lean or fat mass and physical function were tested using linear regression, adjusted for demographics, lifestyle factors, medical history, and scanner serial number. At baseline, participants had a mean ± SD age of 63.4 ± 7.4 y and BMI of 27.4 ± 5.8 kg/m2. Higher percent lean mass was positively associated with physical function at baseline (Q4, 83.6 ± 0.6 versus Q1, 74.6 ± 0.7; p < 0.001), while fat mass (kg and %) was inversely associated (e.g., Q4, 73.7 ± 0.7 versus Q1, 84.2 ± 0.7 kg; ptrend < 0.001). Physical function had declined across the cohort at 3 y; the highest relative lean mass quartile at baseline conferred a lesser decline in physical function than the lowest (Q4, −3.3 ± 0.6 versus Q1–7.0 ± 0.6; ptrend < 0.001), while the highest fat mass quartile (% and kg) conferred greater decline (ex. Kg Q4, −6.7 ± 0.7 versus Q1–2.8 ± 0.6; ptrend < 0.001). Increased fat mass (≥5%), but not lean mass, was associated with lower physical function at 3 y (p < 0.001). Adiposity, as well as lean mass, requires consideration in the prediction of physical function among postmenopausal women over time. Lean mass (%) is positively associated with physical function in menopause. Body fat is negatively associated with physical function in menopause. Decline in physical function is more rapid with gains in fat during menopause. Body composition influence on functional decline is more evident among women <65 y.
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Affiliation(s)
- Jennifer W. Bea
- Department of Nutritional Sciences, University of Arizona, 3950 S Country Club Rd., Ste 330, Tucson, AZ 85714, USA
- Department of Medicine, University of Arizona, 1515 N. Campbell Ave., Tucson, AZ 85724, USA
- University of Arizona Cancer Center, 1515 N. Campbell Ave., Tucson, AZ 85724, USA
- Corresponding author at: 1515 N. Campbell Ave., Tucson, AZ 85724, USA.
| | - Scott B. Going
- Department of Nutritional Sciences, University of Arizona, 3950 S Country Club Rd., Ste 330, Tucson, AZ 85714, USA
| | - Betsy C. Wertheim
- University of Arizona Cancer Center, 1515 N. Campbell Ave., Tucson, AZ 85724, USA
| | - Tamsen L. Bassford
- Department of Medicine, University of Arizona, 1515 N. Campbell Ave., Tucson, AZ 85724, USA
| | - Andrea Z. LaCroix
- Department of Family Medicine and Public Health, University of California, San Diego, 9500 Gilman Drive #0725, La Jolla, CA 92093, USA
| | - Nicole C. Wright
- Department of Epidemiology, University of Alabama at Birmingham, 1665 University Blvd., Ryals Public Health Building, Birmingham, AL 35294, USA
| | - Jennifer S. Nicholas
- Department of Epidemiology and Biostatistics, University of Arizona, 1295 N. Martin Ave., P.O. Box 245210, Tucson, AZ 85724, USA
| | - Steven B. Heymsfield
- Pennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA 70808, USA
| | - Zhao Chen
- Department of Epidemiology and Biostatistics, University of Arizona, 1295 N. Martin Ave., P.O. Box 245210, Tucson, AZ 85724, USA
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Chiao C. Beyond health care: Volunteer work, social participation, and late-life general cognitive status in Taiwan. Soc Sci Med 2018; 229:154-160. [PMID: 29908766 DOI: 10.1016/j.socscimed.2018.06.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2017] [Revised: 04/19/2018] [Accepted: 06/06/2018] [Indexed: 10/14/2022]
Abstract
SIGNIFICANCE In addition to the complexity associated with health care coverage and its utilization by older people, I hypothesize that social engagement promotes a better later-life general cognitive status beyond health care availability as is provided by Taiwan's National Health Insurance (NHI) system. The present study thus explores whether social engagement, specifically social participation and volunteer work, is independently associated with later-life general cognitive status after adjusting for health service utilization among older Taiwanese via the NHI system. METHODS Using a population-based natural experiment study design, data from the Taiwan Longitudinal Study on Aging (TLSA, 1993-2007) was analyzed. Mixed-effects models were conducted to estimate the relative effects of volunteer work, social participation, and NHI on general cognitive status over time, while taking health status, medical care utilization, community development, and social support into consideration. RESULTS The multivariate findings showed that a better general cognitive status is significantly associated with being actively involved in volunteer work (β = 0.14, p < 0.01) and social participation (β = 0.14, p < 0.01). In addition, NHI is also significantly associated with a higher level of general cognitive status (β = 0.10, p < 0.01). DISCUSSION This investigation suggests that social engagement has significant impacts on late-life general cognitive status, even taking into account the NHI system and its related utilization effects. The results highlight the importance of volunteer work and social participation among older Taiwanese because such social involvement produces a positive effect on their general cognitive status beyond health care itself. Furthermore, the contribution of productive activities to enhance late-life cognitive health is underscored.
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Affiliation(s)
- Chi Chiao
- Institute of Health and Welfare Policy, National Yang-Ming University, No. 155, Sec. 2, Li-Nong St., 112, Taipei, Taiwan, ROC.
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Hunter JC, Handing EP, Casanova R, Kuchibhatla M, Lutz MW, Saldana S, Plassman BL, Hayden KM. Neighborhoods, sleep quality, and cognitive decline: Does where you live and how well you sleep matter? Alzheimers Dement 2018; 14:454-461. [PMID: 29396109 PMCID: PMC5899662 DOI: 10.1016/j.jalz.2017.10.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Revised: 09/27/2017] [Accepted: 10/12/2017] [Indexed: 11/21/2022]
Abstract
INTRODUCTION We evaluated the association between neighborhood socioeconomic status (NSES) and sleep quality on cognitive decline in the Health and Retirement Study. METHODS Health and Retirement Study participants (n = 8090), aged 65+ with DNA and multiple biennial cognitive observations (abbreviated Telephone Interview for Cognitive Status), were included. Participants were grouped into quartiles of NSES and sleep quality scores. We adjusted for apolipoprotein E ε4, demographic, and cardiovascular risk factors. Random effects modeling evaluated cognitive change over time. RESULTS NSES and sleep were significantly associated with cognitive decline, and there was a significant interaction between them (P = .02). Significant differences between high/low NSES and high/low sleep quality (P < .0001) were found. DISCUSSION Sleep and NSES were associated with cognitive decline; the association between sleep and cognition appeared stronger among those with low NSES. The association between low NSES, poor sleep quality, and cognitive decline was roughly equivalent to the association between apolipoprotein E ε4 and cognitive decline.
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Affiliation(s)
- Jaimie C Hunter
- Department of Social Sciences and Health Policy, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Elizabeth P Handing
- Department of Internal Medicine, Section on Geriatrics and Gerontology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Ramon Casanova
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Maragatha Kuchibhatla
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, NC, USA
| | - Michael W Lutz
- Department of Neurology, Duke University Medical Center, Durham, NC, USA
| | - Santiago Saldana
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Brenda L Plassman
- Department of Neurology, Duke University Medical Center, Durham, NC, USA; Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Kathleen M Hayden
- Department of Social Sciences and Health Policy, Wake Forest School of Medicine, Winston-Salem, NC, USA; Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA.
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Brown SC, Perrino T, Lombard J, Wang K, Toro M, Rundek T, Gutierrez CM, Dong C, Plater-Zyberk E, Nardi MI, Kardys J, Szapocznik J. Health Disparities in the Relationship of Neighborhood Greenness to Mental Health Outcomes in 249,405 U.S. Medicare Beneficiaries. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:E430. [PMID: 29494513 PMCID: PMC5876975 DOI: 10.3390/ijerph15030430] [Citation(s) in RCA: 84] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Revised: 02/12/2018] [Accepted: 02/27/2018] [Indexed: 12/17/2022]
Abstract
Prior studies suggest that exposure to the natural environment may be important for optimal mental health. The present study examines the association between block-level greenness (vegetative presence) and mental health outcomes, in a population-based sample of 249,405 U.S. Medicare beneficiaries aged ≥65 years living in Miami-Dade County, Florida, USA, whose location did not change from 2010 to 2011. Multilevel analyses examined relationships between greenness, as measured by mean Normalized Difference Vegetation Index from satellite imagery at the Census block level, and each of two mental health outcomes; Alzheimer's disease and depression, respectively, after statistically adjusting for age, gender, race/ethnicity, and neighborhood income level of the individuals. Higher block-level greenness was linked to better mental health outcomes: There was a reduced risk of Alzheimer's disease (by 18%) and depression (by 28%) for beneficiaries living in blocks that were 1 SD above the mean for greenness, as compared to blocks that were 1 SD below the mean. Planned post-hoc analyses revealed that higher levels of greenness were associated with even greater mental health benefits in low-income neighborhoods: An increase in greenness from 1 SD below to 1 SD above the mean was associated with 37% lower odds of depression in low-income neighborhoods, compared to 27% and 21% lower odds of depression in medium- and high-income neighborhoods, respectively. Greenness may be effective in promoting mental health in older adults, particularly in low-income neighborhoods, possibly as a result of the increased opportunities for physical activity, social interaction, or stress mitigation.
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Affiliation(s)
- Scott C Brown
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1120 NW 14th Street, Soffer Clinical Research Center Room 1065, Miami, FL 33136, USA.
- University of Miami School of Architecture, 1223 Dickinson Drive, Building 48 Room 320G, Coral Gables, FL 33146, USA.
| | - Tatiana Perrino
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1120 NW 14th Street, Soffer Clinical Research Center Room 1065, Miami, FL 33136, USA.
| | - Joanna Lombard
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1120 NW 14th Street, Soffer Clinical Research Center Room 1065, Miami, FL 33136, USA.
- University of Miami School of Architecture, 1223 Dickinson Drive, Building 48 Room 320G, Coral Gables, FL 33146, USA.
| | - Kefeng Wang
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1120 NW 14th Street, Soffer Clinical Research Center Room 1065, Miami, FL 33136, USA.
- Department of Neurology, University of Miami Miller School of Medicine, 1120 NW 14th Street, Soffer Clinical Research Center Room 1348, Miami, FL 33136, USA.
| | - Matthew Toro
- ASU Library, Map and Geospatial Hub, Arizona State University, Tempe, AZ 85281, USA.
| | - Tatjana Rundek
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1120 NW 14th Street, Soffer Clinical Research Center Room 1065, Miami, FL 33136, USA.
- Department of Neurology, University of Miami Miller School of Medicine, 1120 NW 14th Street, Soffer Clinical Research Center Room 1348, Miami, FL 33136, USA.
| | - Carolina Marinovic Gutierrez
- Department of Neurology, University of Miami Miller School of Medicine, 1120 NW 14th Street, Soffer Clinical Research Center Room 1348, Miami, FL 33136, USA.
| | - Chuanhui Dong
- Department of Neurology, University of Miami Miller School of Medicine, 1120 NW 14th Street, Soffer Clinical Research Center Room 1348, Miami, FL 33136, USA.
| | - Elizabeth Plater-Zyberk
- University of Miami School of Architecture, 1223 Dickinson Drive, Building 48 Room 320G, Coral Gables, FL 33146, USA.
| | - Maria I Nardi
- Miami-Dade County Parks, Recreation and Open Spaces Department (MDPROS), 275 NW 2nd Street, Hickman Building, 3rd floor, Miami, FL 33128, USA.
| | - Jack Kardys
- Miami-Dade County Parks, Recreation and Open Spaces Department (MDPROS), 275 NW 2nd Street, Hickman Building, 3rd floor, Miami, FL 33128, USA.
| | - José Szapocznik
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1120 NW 14th Street, Soffer Clinical Research Center Room 1065, Miami, FL 33136, USA.
- University of Miami School of Architecture, 1223 Dickinson Drive, Building 48 Room 320G, Coral Gables, FL 33146, USA.
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Im EO, Hu Y, Cheng CY, Ko Y, Chee E, Chee W. Clusters of midlife women identified by cognitive symptoms. Maturitas 2018; 110:33-40. [PMID: 29563033 DOI: 10.1016/j.maturitas.2018.01.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Revised: 12/23/2017] [Accepted: 01/12/2018] [Indexed: 11/26/2022]
Abstract
OBJECTIVES The study aimed to identify clusters of midlife women by their cognitive symptoms and to examine racial/ethnic differences in the clusters. STUDY DESIGN This secondary analysis was conducted on the data from 1054 midlife women of multi-ethnic groups in two Internet studies (conducted from 2005 to 2013). MAIN OUTCOME MEASURES Only the data from the questions on background characteristics, health status, and menopausal status and the Cognitive Symptom Index for Midlife Women were used for this secondary analysis. The data were analyzed using factor analyses, hierarchical cluster analyses, chi-square tests, multinomial logistic analyses, and analyses of covariance. RESULTS Four clusters were extracted: the low total symptom group (Cluster 1; 49.9%), the low-moderate total symptom group with high tertiary symptoms (Cluster 2; 17.3%), the high-moderate total symptom group with low tertiary symptoms (Cluster 3; 21.2%); and the high total symptom group (Cluster 4; 11.7%). There were significant differences in the level of education, employment status, family income, marital status, social support, the country of birth, race/ethnicity, body mass index, perceived general health, diagnosed disease(s), access to health care, and menopausal status among the clusters (p < .01). There were significant racial/ethnic differences in the total numbers and total severity scores of tertiary symptoms in Cluster 1. Also, there were significant racial/ethnic differences in individual symptoms in each cluster. CONCLUSIONS Racial/ethnic differences in midlife women's cognitive symptoms and multiple factors that might differently influence their cognitive symptoms need to be considered in health care for midlife women in menopausal transition.
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Affiliation(s)
- Eun-Ok Im
- Duke University, School of Nursing, 307 Trent Dr., Durham, NC, 27710.
| | - Yun Hu
- Duke University, School of Nursing, 307 Trent Dr., Durham, NC, 27710; Shanghai Jia Tong University, South Chongqing Road, NO. 227, Building 1, 209, Shanghai.
| | - Ching-Yu Cheng
- Duke University, School of Nursing, 307 Trent Dr., Durham, NC, 27710; Chang Gung University of Science and Technology, 261 We-hua 1st Road, Kwei-shan, Tao-yuan, Taiwan.
| | - Young Ko
- Gachon University, School of Nursing, Incheon, South Korea.
| | - Eunice Chee
- North Carolina State University, School of Engineering, Biomedical Engineering Department, Engineering Building III, 911 Oval Drive, Campus Box 7115, Raleigh, NC 27695.
| | - Wonshik Chee
- Duke University, School of Nursing, 307 Trent Dr., Durham, NC, 27710.
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