1
|
Arsenault-Lapierre G, Bui T, Godard-Sebillotte C, Kang N, Sourial N, Rochette L, Massamba V, Quesnel-Vallée A, Vedel I. Sex Differences in Healthcare Utilization in Persons Living with Dementia Between 2000 and 2017: A Population-Based Study in Quebec, Canada. J Aging Health 2025; 37:243-254. [PMID: 38554023 PMCID: PMC11829507 DOI: 10.1177/08982643241242512] [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: 04/01/2024]
Abstract
Objectives: Describe sex differences in healthcare utilization and mortality in persons with new dementia in Quebec, Canada. Methods: We conducted a repeated cohort study from 2000 to 2017 using health administrative databases. Community-dwelling persons aged 65+ with a new diagnosis of dementia were included. We measured 23 indicators of healthcare use across five care settings: ambulatory care, pharmacological care, acute hospital care, long-term care, and mortality. Clinically meaningful sex differences in age-standardized rates were determined graphically through expert consultations. Results: Women with dementia had higher rates of ambulatory care and pharmacological care, while men with dementia had higher acute hospital care, admission to long-term care, and mortality. There was no meaningful difference in visits to cognition specialists, antipsychotic prescriptions, and hospital death. Discussion: Men and women with dementia demonstrate differences in healthcare utilization and mortality. Addressing these differences will inform decision-makers, care providers and researchers and guide more equitable policy and interventions in dementia care.
Collapse
Affiliation(s)
- Genevieve Arsenault-Lapierre
- Center for Research and Expertise in Social Gerontology, Centre Intégré Universitaire de Santé et Services Sociaux Du Centre-Ouest de l’Ile de Montréal, Montreal, QC, Canada
| | - Tammy Bui
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
| | - Claire Godard-Sebillotte
- McGill University Health Centre Research Institute, Montreal, QC, Canada
- Department of Medicine Division of Geriatrics, McGill University, Montreal, QC, Canada
| | - Nia Kang
- Department of Family Medicine, McGill University, Montreal, QC, Canada
| | - Nadia Sourial
- Department of Health Management, Evaluation and Policy, School of Public Health, Université de Montreal, Montreal, QC, Canada
- Research Center of the Centre Hospitalier de l’Université de Montréal, Montreal, QC, Canada
| | - Louis Rochette
- Institut National de Santé Publique Du Québec, Montreal, QC, Canada
| | | | - Amélie Quesnel-Vallée
- Department of Equity, Ethics, and Policy, School of Population and Global Health, McGill University, Montreal, QC, Canada
- Department of Sociology, McGill University, Montreal, QC, Canada
| | - Isabelle Vedel
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Department of Family Medicine, McGill University, Montreal, QC, Canada
| |
Collapse
|
2
|
Sun M, Cai M, Sun S, Liu H, Chen G. Association between ethylene oxide exposure and cognitive function in older adults from NHANES data. Sci Rep 2025; 15:3472. [PMID: 39875470 PMCID: PMC11775193 DOI: 10.1038/s41598-025-87384-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Accepted: 01/20/2025] [Indexed: 01/30/2025] Open
Abstract
Ethylene Oxide (EO), a volatile organic compound, has garnered considerable attention for its potential impact on human health. Yet, the ramifications of EO exposure on the cognitive functionality of the elderly remain unclear. The aim of this study is to determine whether EO exposure in the elderly correlates with cognitive function. In this cross-sectional study, an analysis was conducted on 471 participants from the 2013 to 2014 United States National Health and Nutrition Examination Survey (NHANES). T1, T2, and T3 was used to represent the low, moderate, and high tertiles of log10-transformed HbEO levels, respectively. Weighted linear regression analysis, weighted logistic regression analysis, and restricted cubic spline models were employed to assess the association between HbEO and standardized z-scores of four cognitive tests. Firstly, analysis of variable characteristics across the different log10-transformed HbEO groups revealed that HbEO was higher in males, non-Hispanic whites, and smokers and that Z scores for Delayed Recall Test (DRT), Animal Fluency Test (AFT), and Digit Symbol Substitution Test (DSST) decreased as HbEO increased (p < 0.05). After adjusting for confounding factors, the log10-transformed HbEO levels were found to be negatively correlated with DRT-Z scores (T3 vs. T1 in Model 3: β (95% CI) = - 0.35 (- 0.54, - 0.15), p = 0.002, p for trend = 0.002). In addition, Stratified analyses showed that the four cognitive scores were negatively correlated with HbEO levels in those under 80 years of age. And men had worse AFT scores compared to women. Overall, the four Z-scores roughly trended downward as log10-transformed HbEO rose. Based on the findings of this research, EO exposure may be associated with adverse performance in the DRT among elderly individuals in the United States.
Collapse
Affiliation(s)
- Meng Sun
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
- The Research Units of West China (2018RU012)-Chinese Academy of Medical Sciences, West China Hospital, Sichuan University, Chengdu, China
| | - Meng Cai
- Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210002, People's Republic of China
| | - Sisi Sun
- Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210002, People's Republic of China
| | - Huan Liu
- Department of Anesthesiology, Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China.
| | - Guo Chen
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China.
- The Research Units of West China (2018RU012)-Chinese Academy of Medical Sciences, West China Hospital, Sichuan University, Chengdu, China.
| |
Collapse
|
3
|
Amano T, Gallegos-Riofrío CA, Freire WB, Waters WF. The Interaction Between Indigenous Identity and Rural Residency in Dementia Prevalence Among Ecuadorian Older Adults. THE GERONTOLOGIST 2024; 64:gnae142. [PMID: 39425964 DOI: 10.1093/geront/gnae142] [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: 03/12/2024] [Indexed: 10/21/2024] Open
Abstract
BACKGROUND AND OBJECTIVES While recognizing the acknowledged difference in dementia prevalence between Indigenous and non-Indigenous populations, most previous studies were conducted in the Global North. This study aims to examine the relationship between Indigenous ethnic identity and dementia status with a special focus on urban-rural differences among older adults in Ecuador. RESEARCH DESIGN AND METHODS Data came from Ecuador's Survey of Health, Welfare, and Aging, derived from a probability sample of households in Ecuador. The final sample comprised 4,984 adults aged 60 or older. Dementia status was assessed through 3 indicators: low scores on a cognitive assessment, the number of difficulties in instrumental activities of daily living, and self-reported dementia diagnosis. Logistic regression and multivariate decomposition analyses were utilized. RESULTS Indigenous participants, even after adjusting for sociodemographic and health-related factors, exhibited a higher likelihood of having dementia compared to their non-Indigenous counterparts. Among Indigenous participants, those residing in rural areas had a higher likelihood of having dementia status, while there was no significant urban-rural difference observed among non-Indigenous participants. Rural residency and covariates explain 91.0% of the observed difference in dementia prevalence between Indigenous and non-Indigenous older adults. DISCUSSION AND IMPLICATIONS Indigenous older adults who are living in rural areas are at particularly high risk of having dementia largely because they have presently recognized modifiable risk factors. These findings underscore the urgent need to prioritize provisions of appropriate and equitable service related to dementia for Indigenous people living in rural areas outside high-income countries.
Collapse
Affiliation(s)
- Takashi Amano
- Department of Social Work, Rutgers University, Newark, New Jersey, USA
| | - Carlos Andres Gallegos-Riofrío
- Agriculture, Landscape and Environment, Institute for Agroecology, and Gund Institute for the Environment, University of Vermont, Burlington, Vermont, USA
| | - Wilma B Freire
- Institute for Research in Health and Nutrition, Universidad San Francisco de Quito, Quito, Ecuador
| | - William F Waters
- Institute for Research in Health and Nutrition, Universidad San Francisco de Quito, Quito, Ecuador
| |
Collapse
|
4
|
Oviedo DC, Tratner AE, Rodríguez-Araña S, Villarreal AE, Rangel G, Carreira MB, Britton GB. Predictors of cognitive change in cognitively healthy older women in Panama: the PARI-HD study. Front Glob Womens Health 2024; 5:1353657. [PMID: 38939750 PMCID: PMC11208464 DOI: 10.3389/fgwh.2024.1353657] [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: 12/11/2023] [Accepted: 05/28/2024] [Indexed: 06/29/2024] Open
Abstract
Background Evidence suggests that a combination of biological and social factors influence risk of dementia differently for women and men. In healthy older women, several factors may contribute to changes in cognition. Objective Describe the characteristics associated with variation in cognition in a sample of cognitively healthy older Panamanian women. Methods The study includes cross-sectional analyses of cognitive domains at baseline (n = 357) and 17-month (SD = 2.0) follow-up (n = 200) for women aged 60 years and older enrolled in the Panama Aging Research Initiative-Health Disparities (PARI-HD) study. Instruments included clinical questionnaires, physiological measures, and a neuropsychological test battery assessing global cognition and seven cognitive domains. Multiple regression analyses examined the associations between demographic and clinical characteristics and cognition at baseline. Repeated measures analyses were used to investigate changes in cognition from baseline to follow-up. Results On average, participants were 68.6 years of age (SD = 5.9) with 16.1 years of education (SD = 4.7). Age, income, and education showed robust associations with baseline cognition. Subjective cognitive impairment was associated with lower performance in global cognition, verbal learning, and memory domains. Only performance in the attention domain decreased at follow-up, and subjective health state and depressive symptoms significantly predicted the change in attention. Discussion Our study findings contribute to the investigation of cognitive health in older Hispanic women and to the understanding of sociodemographic and health-related factors associated with cognitive decline and the progression to cognitive impairment and dementia.
Collapse
Affiliation(s)
- Diana C. Oviedo
- Centro de Neurociencias y Unidad de Investigación Clínica, Institiuto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT-AIP), Panama City, Panamá
- Escuela de Psicología, Universidad Santa María la Antigua (USMA), Panama City, Panamá
- Sistema Nacional de Investigación (SNI) SENACYT, Panama City, Panamá
| | - Adam E. Tratner
- Sistema Nacional de Investigación (SNI) SENACYT, Panama City, Panamá
- Florida State University, Panama City, Panamá
| | - Sofía Rodríguez-Araña
- Centro de Neurociencias y Unidad de Investigación Clínica, Institiuto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT-AIP), Panama City, Panamá
| | - Alcibiades E. Villarreal
- Centro de Neurociencias y Unidad de Investigación Clínica, Institiuto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT-AIP), Panama City, Panamá
- Sistema Nacional de Investigación (SNI) SENACYT, Panama City, Panamá
| | - Giselle Rangel
- Centro de Neurociencias y Unidad de Investigación Clínica, Institiuto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT-AIP), Panama City, Panamá
- Sistema Nacional de Investigación (SNI) SENACYT, Panama City, Panamá
| | - María B. Carreira
- Centro de Neurociencias y Unidad de Investigación Clínica, Institiuto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT-AIP), Panama City, Panamá
- Sistema Nacional de Investigación (SNI) SENACYT, Panama City, Panamá
| | - Gabrielle B. Britton
- Centro de Neurociencias y Unidad de Investigación Clínica, Institiuto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT-AIP), Panama City, Panamá
- Sistema Nacional de Investigación (SNI) SENACYT, Panama City, Panamá
| |
Collapse
|
5
|
Bayram E, Banks SJ. Risk of impairment in cognitive instrumental activities of daily living for sexual and gender minority adults with reported Parkinson's disease. Clin Neuropsychol 2024:1-22. [PMID: 38741341 PMCID: PMC11557736 DOI: 10.1080/13854046.2024.2350096] [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: 06/20/2023] [Accepted: 04/26/2024] [Indexed: 05/16/2024]
Abstract
Objective: To investigate the risk of impairment in cognitive instrumental activities of daily living (IADL) for people with Parkinson's (PwP) identifying as sexual and/or gender minorities (SGM). Method: Data were obtained from Fox Insight, an online, longitudinal study with self/informant-report questionnaires from PwP and people without Parkinson's. Groups consisted of PwP without cognitive IADL impairment at baseline, identifying as (1) SGM with female sex assigned at birth (SGM-F, n = 75); (2) cisgender, heterosexual with female sex assigned at birth (CH-F, n = 2046); (3) SGM with male sex assigned at birth (SGM-M, n = 84); (4) cisgender, heterosexual with male sex assigned at birth (CH-M, n = 2056). Impairment in cognitive IADL was based on Penn Parkinson's Daily Activities Questionnaire-15 (PDAQ-15). Group differences for PDAQ-15 and impairment likelihood during follow-up were assessed with unadjusted models and adjusting for variables that differed between the groups. Results: SGM-F were the youngest at Parkinson's diagnosis; SGM-M had the lowest PDAQ-15 at baseline (p ≤ .014 for all). Scores declined more for males than females in unadjusted and adjusted models (p < .001 for both). In unadjusted models, SGM-M had a higher impairment risk than PwP identifying as cisgender and heterosexual (p ≤ .018). In adjusted models, females had a lower impairment risk than males (p < .001). Age, education, and discrimination level were significant moderators (p < .001 for all). Conclusions: SGM-M can be at a higher risk for impairment in cognitive IADL, associated with social determinants. Female sex assigned at birth may be associated with a lower level of impairment risk, although this advantage can disappear with social determinants.
Collapse
Affiliation(s)
- Ece Bayram
- Parkinson and Other Movement Disorders Center, Department of Neurosciences, University of California San Diego
| | - Sarah J. Banks
- Department of Neurosciences, University of California San Diego
| |
Collapse
|
6
|
Liu X, Chen J, Meng C, Zhou L, Liu Y. Serum neurofilament light chain and cognition decline in US elderly: A cross-sectional study. Ann Clin Transl Neurol 2024; 11:17-29. [PMID: 37902309 PMCID: PMC10791034 DOI: 10.1002/acn3.51929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 09/15/2023] [Accepted: 10/10/2023] [Indexed: 10/31/2023] Open
Abstract
OBJECTIVE Early identification of cognitive impairment in neurodegenerative diseases like Alzheimer's disease (AD) is crucial. Neurofilament, a potential biomarker for neurological disorders, has gained attention. Our study aims to investigate the relationship between serum neurofilament light (sNfL) levels and cognitive function in elderly individuals in the United States. METHODS This cross-sectional study analyzed data from participants aged 60 and above in the National Health and Nutrition Examination Survey (2013-2014). We collected sNfL levels, cognitive function tests, sociodemographic characteristics, comorbidities, and other variables. Weighted multiple linear regression models examined the relationship between ln(sNfL) and cognitive scores. Restricted cubic spline (RCS) visualization explored nonlinear relationships. The stratified analysis examined subgroups' ln(sNfL) and cognitive function association. RESULTS The study included 446 participants (47.73% male). Participants with ln(sNfL) levels between 2.58 and 2.81 pg/mL (second quintile) performed relatively well in cognitive tests. After adjusting for multiple factors, ln(sNfL) levels were negatively correlated with cognitive function, with adjusted β (95% CI) as follows: immediate recall test (IRT): -0.763 (-1.301 to -0.224), delayed recall test (DRT): -0.308 (-0.576 to -0.04), animal fluency test (AFT): -1.616 (-2.639 to -0.594), and digit symbol substitution test (DSST): -2.790 (-4.369 to -1.21). RCS curves showed nonlinear relationships between ln(sNfL) and DRT, AFT, with inflection points around 2.7 pg/mL. The stratified analysis revealed a negative correlation between ln(sNfL) and cognition in specific subgroups with distinct features, with an interaction between diabetes and ln(sNfL). INTERPRETATION Higher sNfL levels are associated with poorer cognitive function in the elderly population of the United States. sNfL shows promise as a potential biomarker for early identification of cognitive decline.
Collapse
Affiliation(s)
- Xiaodong Liu
- Department of Neurology, Taihe HospitalHubei University of MedicineShiyanChina
| | - Jun Chen
- Department of Neurology, Taihe HospitalHubei University of MedicineShiyanChina
| | - Chen Meng
- Department of Anesthesiology, Taihe HospitalHubei University of MedicineShiyanHubeiChina
| | - Lan Zhou
- Department of Neurology, Taihe HospitalHubei University of MedicineShiyanChina
| | - Yong Liu
- Department of Neurology, Taihe HospitalHubei University of MedicineShiyanChina
| |
Collapse
|
7
|
Fitri FI, Lage C, Mollayeva T, Santamaria-Garcia H, Chan M, Cominetti MR, Daria T, Fallon G, Gately D, Gichu M, Giménez S, Zuniga RG, Hadad R, Hill-Jarrett T, O’Kelly M, Martinez L, Modjaji P, Ngcobo N, Nowak R, Ogbuagu C, Roche M, Aguzzoli CS, Shin SY, Smith E, Yoseph SA, Zewde Y, Ayhan Y. Empathy as a crucial skill in disrupting disparities in global brain health. Front Neurol 2023; 14:1189143. [PMID: 38162446 PMCID: PMC10756064 DOI: 10.3389/fneur.2023.1189143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Accepted: 09/26/2023] [Indexed: 01/03/2024] Open
Abstract
Brain health refers to the state of a person's brain function across various domains, including cognitive, behavioral and motor functions. Healthy brains are associated with better individual health, increased creativity, and enhanced productivity. A person's brain health is intricately connected to personal, social and environmental factors. Racial, ethnic, and social disparities affect brain health and on the global scale these disparities within and between regions present a hurdle to brain health. To overcome global disparities, greater collaboration between practitioners and healthcare providers and the people they serve is essential. This requires cultural humility driven by empathy. Empathy is a core prosocial value, a cognitive-emotional skill that helps us understand ourselves and others. This position paper aims to provide an overview of the vital roles of empathy, cooperation, and interdisciplinary partnerships. By consciously integrating this understanding in practice, leaders can better position themselves to address the diverse challenges faced by communities, promote inclusivity in policies and practices, and further more equitable solutions to the problem of global brain health.
Collapse
Affiliation(s)
- Fasihah Irfani Fitri
- Department of Neurology, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, Dublin, Ireland
| | - Carmen Lage
- Department of Neurology, Marques de Valdecilla University Hospital - Valdecilla Research Institute (IDIVAL), Santander, Spain
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
| | - Tatyana Mollayeva
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, Dublin, Ireland
- Canada Research Chairs, Ottawa, ON, Canada
- The KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Acquired Brain Injury Research Lab, Department of Occupational Science and Occupational Therapy, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Hernando Santamaria-Garcia
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- Center of Memory and Cognition Intellectus, Hospital Universitario San Ignacio Bogotá, Bogotá, Colombia
- Pontificia Universidad Javeriana (PhD Program in Neuroscience) Bogotá, Bogotá, Colombia
| | - Melissa Chan
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, Dublin, Ireland
- Department of Social Sciences, University of Luxembourg, Luxembourg, Luxembourg
| | - Marcia R. Cominetti
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, Dublin, Ireland
- Department of Gerontology, Federal University of São Carlos, São Carlos, Brazil
| | - Tselmen Daria
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- Gladstone Institutes, San Francisco, CA, United States
| | - Gillian Fallon
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
| | - Dominic Gately
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, Dublin, Ireland
| | - Muthoni Gichu
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, Dublin, Ireland
- Division of Geriatric Medicine at the Ministry of Health, Nairobi, Kenya
| | - Sandra Giménez
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- Multidisciplinary Sleep Unit, Memory Unit, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Raquel Gutierrez Zuniga
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, Dublin, Ireland
- Hospital Quirónsalud Valle del Henares, Madrid, Spain
| | - Rafi Hadad
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- Rambam Health Care Campus, Haifa, Israel
| | - Tanisha Hill-Jarrett
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- Memory and Aging Center, Medical Center, University of California, San Francisco, CA, United States
| | - Mick O’Kelly
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- National College of Art and Design, Dublin, Ireland
| | - Luis Martinez
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- Memory and Aging Center, Medical Center, University of California, San Francisco, CA, United States
| | - Paul Modjaji
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, Dublin, Ireland
| | - Ntkozo Ngcobo
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, Dublin, Ireland
- Department of Psychiatry, University of KwaZulu-Natal, Durban, South Africa
| | - Rafal Nowak
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- Neuroelectrics (Spain), Barcelona, Spain
| | - Chukwuanugo Ogbuagu
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- Faculty of Basic Clinical Sciences, Nnamdi Azikiwe University Teaching Hospital, Nnewi, Nigeria
| | - Moïse Roche
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, Dublin, Ireland
- Division of Psychiatry, UCL, London, United Kingdom
| | - Cristiano Schaffer Aguzzoli
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - So Young Shin
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- College of Nursing, Inje University, Busan, Republic of Korea
| | - Erin Smith
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- Stanford University, Stanford, CA, United States
| | - Selam Aberra Yoseph
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Yared Zewde
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Yavuz Ayhan
- Senior Atlantic Fellow at the Global Brain Health Institute/Trinity College, UCSF, San Francisco, CA, United States
- Department of Psychiatry, Faculty of Medicine, Hacettepe University, Ankara, Türkiye
| |
Collapse
|
8
|
Pérez Silva Mercado RR, Ascencio EJ, Vidal-Cuellar CL, Aliaga EG, Casas PM, Ruiz-Grosso P, Tello T. Gait speed according to cognitive status in older adults: a cross-sectional study in a resource-limited country. Aging Ment Health 2023; 27:2153-2161. [PMID: 37132488 DOI: 10.1080/13607863.2023.2208043] [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: 11/21/2022] [Accepted: 04/24/2023] [Indexed: 05/04/2023]
Abstract
OBJECTIVE We aimed to investigate the association between gait speed and cognitive status in outpatient older adults from a resource-limited setting in Peru. METHODS We performed a cross-sectional study including older adults aged ≥60 years attending a geriatrics outpatient clinic between July 2017 and February 2020. Gait speed was measured over a 10-meters distance without considering the first and last meter traveled. Cognitive status was assessed through the Short Portable Mental Status Questionnaire (SPMSQ) and the Mini-Mental State Examination (MMSE). We used a multivariate binomial logistic regression to conduct both an epidemiological and fully adjusted models. RESULTS We included 519 older adults (mean age: 75 years; IQR = 10), of whom 95 (18.3%) and 151 (31.5%) were cognitively impaired according to the SPMSQ and MMSE, respectively. Gait speed was slower among patients with poorer cognitive status as assessed by both tools (p < 0.001). Malnutrition (PR: 1.74; CI: 1.45-2.08) and functional dependency (PR: 4.35; CI: 2.68-7.08) were associated with a greater prevalence of cognitive impairment according to the SPMSQ, whereas a faster gait speed (PR: 0.27, CI: 0.14-0.52) and longer years of education (PR: 0.83, CI: 0.77-0.88) were associated with a less prevalence. CONCLUSIONS Slower gait speed was associated with poorer cognitive status in outpatient older adults. Gait speed may be a complementary tool in the cognitive assessment of older adults from resource-limited settings.
Collapse
Affiliation(s)
| | - Edson J Ascencio
- School of Medicine 'Alberto Hurtado', Universidad Peruana Cayetano Heredia, Lima, Peru
- Health Innovation Laboratory, Institute of Tropical Medicine 'Alexander von Humboldt', Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | | | - Paola M Casas
- Gerontology Institute, Universidad Peruana Cayetano Heredia, Lima, Peru
- Cayetano Heredia Hospital, Lima, Peru
| | - Paulo Ruiz-Grosso
- School of Medicine 'Alberto Hurtado', Universidad Peruana Cayetano Heredia, Lima, Peru
- National Institute of Mental Health, Lima, Peru
| | - Tania Tello
- School of Medicine 'Alberto Hurtado', Universidad Peruana Cayetano Heredia, Lima, Peru
- Gerontology Institute, Universidad Peruana Cayetano Heredia, Lima, Peru
- Cayetano Heredia Hospital, Lima, Peru
| |
Collapse
|
9
|
Santamaria-Garcia H, Moguilner S, Rodriguez-Villagra OA, Botero-Rodriguez F, Pina-Escudero SD, O'Donovan G, Albala C, Matallana D, Schulte M, Slachevsky A, Yokoyama JS, Possin K, Ndhlovu LC, Al-Rousan T, Corley MJ, Kosik KS, Muniz-Terrera G, Miranda JJ, Ibanez A. The impacts of social determinants of health and cardiometabolic factors on cognitive and functional aging in Colombian underserved populations. GeroScience 2023; 45:2405-2423. [PMID: 36849677 PMCID: PMC10651610 DOI: 10.1007/s11357-023-00755-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 02/14/2023] [Indexed: 03/01/2023] Open
Abstract
Global initiatives call for further understanding of the impact of inequity on aging across underserved populations. Previous research in low- and middle-income countries (LMICs) presents limitations in assessing combined sources of inequity and outcomes (i.e., cognition and functionality). In this study, we assessed how social determinants of health (SDH), cardiometabolic factors (CMFs), and other medical/social factors predict cognition and functionality in an aging Colombian population. We ran a cross-sectional study that combined theory- (structural equation models) and data-driven (machine learning) approaches in a population-based study (N = 23,694; M = 69.8 years) to assess the best predictors of cognition and functionality. We found that a combination of SDH and CMF accurately predicted cognition and functionality, although SDH was the stronger predictor. Cognition was predicted with the highest accuracy by SDH, followed by demographics, CMF, and other factors. A combination of SDH, age, CMF, and additional physical/psychological factors were the best predictors of functional status. Results highlight the role of inequity in predicting brain health and advancing solutions to reduce the cognitive and functional decline in LMICs.
Collapse
Affiliation(s)
- Hernando Santamaria-Garcia
- Global Brain Health Institute (GBHI), University of California San Francisco (UCSF), San Francisco, CA, USA.
- Pontificia Universidad Javeriana (Ph.D. Program in Neuroscience, Department of Psychiatry), Bogotá, Colombia.
- Center of Memory and Cognition Intellectus, Hospital Universitario San Ignacio, Bogotá, Colombia.
| | - Sebastian Moguilner
- Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile
- Cognitive Neuroscience Center (CNC), Universidad de San Andrés, and CONICET, Buenos Aires, Argentina
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Felipe Botero-Rodriguez
- Pontificia Universidad Javeriana (Ph.D. Program in Neuroscience, Department of Psychiatry), Bogotá, Colombia
| | - Stefanie Danielle Pina-Escudero
- Global Brain Health Institute (GBHI), University of California San Francisco (UCSF), San Francisco, CA, USA
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Gary O'Donovan
- Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile
- Facultad de Medicina, Universidad de los Andes, Bogotá, Colombia
| | - Cecilia Albala
- Instituto de Nutrición Y Tecnología de los Alimentos, Universidad de Chile, Avenida El Líbano 5524, Macul, Santiago, Chile
| | - Diana Matallana
- Pontificia Universidad Javeriana (Ph.D. Program in Neuroscience, Department of Psychiatry), Bogotá, Colombia
- Center of Memory and Cognition Intellectus, Hospital Universitario San Ignacio, Bogotá, Colombia
- Mental Health Department, Hospital Universitario Fundación Santa Fe de Bogotá, Memory Clinic, Bogotá, Colombia
| | - Michael Schulte
- Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile
| | - Andrea Slachevsky
- Neuropsychology and Clinical Neuroscience Laboratory (LANNEC), Physiopathology Department - Institute of Biomedical Sciences (ICBM), Neurocience and East Neuroscience Departments, Faculty of Medicine, University of Chile, Santiago de Chile, Chile
- Geroscience Center for Brain Health and Metabolism, (GERO), Santiago de Chile, Chile
- Memory and Neuropsychiatric Center (CMYN), Memory Unit - Neurology Department, Hospital del Salvador and Faculty of Medicine, University of Chile, Santiago de Chile, Chile
- Servicio de Neurología, Departamento de Medicina, Clínica Alemana-Universidad del Desarrollo, Santiago de Chile, Chile
| | - Jennifer S Yokoyama
- Global Brain Health Institute (GBHI), University of California San Francisco (UCSF), San Francisco, CA, USA
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Katherine Possin
- Global Brain Health Institute (GBHI), University of California San Francisco (UCSF), San Francisco, CA, USA
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Lishomwa C Ndhlovu
- Department of Medicine, Division of Infectious Diseases, Weill Cornell Medicine, New York, NY, USA
- Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
| | - Tala Al-Rousan
- Herbert Wertheim School of Public Health, University of California San Diego, La Jolla, CA, USA
| | - Michael J Corley
- Department of Medicine, Division of Infectious Diseases, Weill Cornell Medicine, New York, NY, USA
| | - Kenneth S Kosik
- Neuroscience Research Institute. Department of Molecular Cellular and Developmental Biology, University of California Santa Barbara, Santa Barbara, CA, USA
| | - Graciela Muniz-Terrera
- Edinburgh Dementia Prevention, University of Edinburgh, Edinburgh, UK
- Department of Primary Care, Ohio University, Athens, USA
| | - J Jaime Miranda
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- Department of Medicine, School of Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
- The George Institute for Global Health, UNSW, Sydney, Australia
| | - Agustin Ibanez
- Global Brain Health Institute (GBHI), University of California San Francisco (UCSF), San Francisco, CA, USA.
- Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
- Cognitive Neuroscience Center (CNC), Universidad de San Andrés, and CONICET, Buenos Aires, Argentina.
- Trinity College Dublin (TCD), Dublin, Ireland.
| |
Collapse
|
10
|
Salis F, Pili D, Collu M, Serchisu L, Laconi R, Mandas A. Six-item cognitive impairment test (6-CIT)'s accuracy as a cognitive screening tool: best cut-off levels in emergency department setting. Front Med (Lausanne) 2023; 10:1186502. [PMID: 37547596 PMCID: PMC10401263 DOI: 10.3389/fmed.2023.1186502] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 07/04/2023] [Indexed: 08/08/2023] Open
Abstract
Background Nowadays, elderly patients represent a significant number of accesses to the Emergency Department (ED). Working rhythms do not allow to perform complete cognitive analysis, which would, however, be useful for the health care. This study aims to define the optimal cut-off values of the six-item Cognitive Impairment Test (6-CIT) as a cognitive screening tool in ED. Methods This study included 215 subjects, evaluated at the Emergency Department of the University Hospital of Monserrato, Cagliari, Italy, from July to December 2021. The accuracy of 6-CIT as a cognitive screening tool was assessed by comparison with Mini Mental State Examination (MMSE). Results The correlation coefficient between the two tests was -0.836 (CI: -0.87 to -0.79; p < 0.0001), and 6-CIT showed AUC = 0.947 (CI: 0.908-0.973; p < 0.0001). The 8/9 6-CIT cut-off score presented 86.76% sensitivity (CI: 76.4-93.8) and 91.84% specificity (CI: 86.2-95.7), and Youden index for this score was 0.786. Conclusion Our study demonstrates that 6-CIT is a reliable cognitive screening tool in ED, offering excellent sensitivity and specificity with a 8/9 points cut-off score.
Collapse
Affiliation(s)
- Francesco Salis
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Daniela Pili
- University Hospital “Azienda Ospedaliero-Universitaria” of Cagliari, Cagliari, Italy
| | - Manuel Collu
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Luca Serchisu
- University Hospital “Azienda Ospedaliero-Universitaria” of Cagliari, Cagliari, Italy
| | - Rosanna Laconi
- University Hospital “Azienda Ospedaliero-Universitaria” of Cagliari, Cagliari, Italy
| | - Antonella Mandas
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
- University Hospital “Azienda Ospedaliero-Universitaria” of Cagliari, Cagliari, Italy
| |
Collapse
|
11
|
Ameliorative Processes of Beta-Carotene in Streptozotocin-Induced Diabetic Vascular Dementia in Rats. Processes (Basel) 2022. [DOI: 10.3390/pr10071324] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Beta-carotene (BC) is a precursor of vitamin A and an excellent antioxidant. It protects the vascular system. Vascular dementia (VaD) is one of the aging disorders causing memory dysfunction. The available medicines for the management of VaD are limited. The present study aimed to evaluate the ameliorative effect of BC in streptozotocin (STZ)-induced diabetic VaD in rats. Diabetic VaD was induced through the administration of nicotinamide (NA, 50 mg/kg; i.p.) and STZ (50 mg/kg; i.p.). The test compound BC (50 and 100 mg/kg; p.o.) and reference compound donepezil (1 mg/kg; p.o.) were administered for 15 consecutive days. Cognitive changes were assessed by transfer latency (TL) using the elevated plus maze (EPM) test. The changes in acetylcholinesterase (AChE) activity were estimated in the septohippocampal system of rat brains. The administration of STZ caused significant changes in cognitive functions (increased TL) as compared to the normal group. BC ameliorated the anxiety-related cognitive behavior and neurotransmitter (elevated AChE) changes provoked by diabetic VaD. Therefore, BC could be a potential therapeutic candidate in the management of VaD.
Collapse
|
12
|
Weng X, Tan Y, Fei Q, Yao H, Fu Y, Wu X, Zeng H, Yang Z, Zeng Z, Liang H, Wu Y, Wen L, Jing C. Association between mixed exposure of phthalates and cognitive function among the U.S. elderly from NHANES 2011-2014: Three statistical models. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 828:154362. [PMID: 35259385 DOI: 10.1016/j.scitotenv.2022.154362] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 02/28/2022] [Accepted: 03/03/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND Studies on the relationship between phthalate exposure and cognition in adults are sparse and inconsistent. These studies only assessed their association of single phthalates for one-time and the tools for assessing cognitive function were different. OBJECTIVE We aimed to examine the association between mixed phthalates and cognition in the U.S elderly using three statistical models. METHODS The generalized linear (GLM), weighted quantile sum (WQS), and Bayesian kernel machine regression (BKMR) models were used to evaluate the associations between mixed phthalates and the standardized z-scores of four cognitive tests [Immediate Recall test (IRT), Delayed Recall test (DRT), Animal Fluency test (AFT), and Digit Symbol Substitution test (DSST)] in participants aged over 60 years from NHANES 2011-2014. RESULTS 835 individuals were included and the median raw scores of IRT, DRT, AFT, and DSST were 19 (IQR: 16-23), 6 (IQR: 5-8), 16 (IQR: 13-20), 46 (IQR: 35-59). In adjusted GLM, negative associations were observed between MECPP, MnBP, MCOP, MCPP, and the IRT z-scores; MCPP, MBzP, and the DRT z-scores. Positive relationships were found between MCOP, MCPP, and the AFT z-scores; MCPP and the DSST z-scores. The WQS index was associated with the IRT z-scores (β(95%CI): -0.069(-0.118, -0.020)), where MCPP weighted the highest. In the BKMR, negative overall trends between the mixture and the IRT, DRT z-scores were observed when the mixture was at 40th to 65th percentile, 65th percentile or above it, respectively, where MnBP and MBzP drove the main effect of the mixture. CONCLUSION This study is an academic exploration of the association between phthalates exposure and cognitive function, suggesting that exposure to phthalates might be associated with bad performance in IRT and DRT in the U.S. elderly.
Collapse
Affiliation(s)
- Xueqiong Weng
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China
| | - Yuxuan Tan
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China
| | - Qiaoyuan Fei
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China
| | - Huojie Yao
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China
| | - Yingyin Fu
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China
| | - Xiaomei Wu
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China
| | - Huixian Zeng
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China
| | - Zhiyu Yang
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China
| | - Zurui Zeng
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China
| | - Huanzhu Liang
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China
| | - Yingying Wu
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China
| | - Lin Wen
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China
| | - Chunxia Jing
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China; Guangdong Key Laboratory of Environmental Exposure and Health, Jinan University, Guangzhou 510632, Guangdong, China.
| |
Collapse
|
13
|
Kobayashi LC, Morris EP, Harling G, Farrell MT, Kabeto MU, Wagner RG, Berkman LF. Subjective social position and cognitive function in a longitudinal cohort of older, rural South African adults, 2014-2019. J Epidemiol Community Health 2021; 76:385-390. [PMID: 34556542 PMCID: PMC8919590 DOI: 10.1136/jech-2021-217059] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 09/13/2021] [Indexed: 11/26/2022]
Abstract
Background The relationship between subjective social position (SSP) and cognitive ageing unclear, especially in low-income settings. We aimed to investigate the relationship between SSP and cognitive function over time among older adults in rural South Africa. Methods Data were from 3771 adults aged ≥40 in the population-representative ‘Health and Ageing in Africa: A Longitudinal Study of an INDEPTH Community in South Africa’ from 2014/2015 (baseline) to 2018/2019 (follow-up). SSP was assessed at baseline with the 10-rung MacArthur Network social position ladder. Outcomes were composite orientation and episodic memory scores at baseline and follow-up (range: 0–24). Mortality- and attrition-weighted linear regression estimated the associations between baseline SSP with cognitive scores at each of the baseline and follow-up. Models were adjusted for age, age2, sex, country of birth, father’s occupation, education, employment, household assets, literacy, marital status and health-related covariates. Results SSP responses ranged from 0 (bottom ladder rung/lowest social position) to 10 (top ladder rung/highest social position), with a mean of 6.6 (SD: 2.3). SSP was positively associated with baseline cognitive score (adjusted β=0.198 points per ladder rung increase; 95% CI 0.145 to 0.253) and follow-up cognitive score (adjusted β=0.078 points per ladder rung increase; 95% CI 0.021 to 0.136). Conclusion Independent of objective socioeconomic position measures, SSP is associated with orientation and episodic memory scores over two time points approximately 3 years apart among older rural South Africans. Future research is needed to establish the causality of the observed relationships, whether they persist over longer follow-up periods and their consistency in other populations.
Collapse
Affiliation(s)
- Lindsay C Kobayashi
- Department of Epidemiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Emily P Morris
- Department of Psychology, University of Michigan, Ann Arbor, Michigan, USA
| | - Guy Harling
- Institute for Global Health Research, University College London, London, UK.,Harvard Center for Population and Development Studies, Harvard University T H Chan School of Public Health, Cambridge, Massachusetts, USA.,MRC/Wits Rural Public Health & Health Transitions Research Unit (Agincourt), University of the Witwatersrand, Johannesburg-Braamfontein, Gauteng, South Africa.,Africa Health Research Institute, Durban, KwaZulu-Natal, South Africa
| | - Meagan T Farrell
- Harvard Center for Population and Development Studies, Harvard University T H Chan School of Public Health, Cambridge, Massachusetts, USA
| | - Mohammed U Kabeto
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Ryan G Wagner
- MRC/Wits Rural Public Health & Health Transitions Research Unit (Agincourt), University of the Witwatersrand, Johannesburg-Braamfontein, Gauteng, South Africa
| | - Lisa F Berkman
- Harvard Center for Population and Development Studies, Harvard University T H Chan School of Public Health, Cambridge, Massachusetts, USA.,MRC/Wits Rural Public Health & Health Transitions Research Unit (Agincourt), University of the Witwatersrand, Johannesburg-Braamfontein, Gauteng, South Africa
| |
Collapse
|