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Zubiagirre U, Ibarrondo O, Larrañaga I, Soto-Gordoa M, Mar-Barrutia L, Mar J. Comorbidity and household income as mediators of gender inequalities in dementia risk: a real-world data population study. BMC Geriatr 2024; 24:209. [PMID: 38424518 PMCID: PMC10905946 DOI: 10.1186/s12877-024-04770-3] [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: 08/16/2023] [Accepted: 02/02/2024] [Indexed: 03/02/2024] Open
Abstract
BACKGROUND Low household income (HI), comorbidities and female sex are associated with an increased risk of dementia. The aim of this study was to measure the mediating effect of comorbidity and HI on the excess risk due to gender in relation to the incidence and prevalence of dementia in the general population. METHODS A retrospective and observational study using real-world data analysed all people over 60 who were registered with the Basque Health Service in Gipuzkoa. The study measured HI level, the Charlson comorbidity index (CCI), age and sex. The prevalence and incidence of dementia were analysed using logistic regression and Poisson regression models, respectively, adjusted by HI, sex, comorbidity and age. We estimated the combined mediation effect of HI and comorbidity on the prevalence of dementia associated with gender. RESULTS Of the 221,777 individuals, 3.85% (8,549) had a diagnosis of dementia as of 31 December 2021. Classification by the CCI showed a gradient with 2.90% in CCI 0-1, 10.60% in CCI 2-3 and 18.01% in CCI > 3. Both low HI and gender were associated with a higher crude prevalence of dementia. However, in the CCI-adjusted model, women had an increased risk of dementia, while HI was no longer statistically significant. The incidence analysis produced similar results, although HI was not significant in any model. The CCI was significantly higher for men and for people with low HI. The mediation was statistically significant, and the CCI and HI explained 79% of the gender effect. CONCLUSIONS Comorbidity and low HI act as mediators in the increased risk of dementia associated with female sex. Given the difference in the prevalence of comorbidities by HI, individual interventions to control comorbidities could not only prevent dementia but also reduce inequalities, as the risk is greater in the most disadvantaged population.
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Affiliation(s)
- Uxue Zubiagirre
- Biodonostia Health Research Institute, Donostia-San Sebastián, Guipúzcoa, Spain
- Basque Health Service (Osakidetza), Debagoiena Integrated Healthcare Organisation, Research Unit, Arrasate-Mondragón, Guipúzcoa, Spain
| | - Oliver Ibarrondo
- Biodonostia Health Research Institute, Donostia-San Sebastián, Guipúzcoa, Spain
| | - Igor Larrañaga
- Kronikgune Institute for Health Service Research, Barakaldo, Spain
| | - Myriam Soto-Gordoa
- Faculty of Engineering, Electronics and Computing Department, Mondragon Unibertsitatea, Mondragon, Gipuzkoa, Spain
| | - Lorea Mar-Barrutia
- Department of Psychiatry, Osakidetza Basque Health Service, Araba University Hospital, Vitoria- Gasteiz, Spain
| | - Javier Mar
- Biodonostia Health Research Institute, Donostia-San Sebastián, Guipúzcoa, Spain.
- Basque Health Service (Osakidetza), Debagoiena Integrated Healthcare Organisation, Research Unit, Arrasate-Mondragón, Guipúzcoa, Spain.
- Kronikgune Institute for Health Service Research, Barakaldo, Spain.
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Kolpakov S, Yashkin A, Ukraintseva S, Yashin A, Akushevich I. Genome-Related Mechanisms Contributing to Differences in Alzheimer's Disease Incidence Between White and Black Older US Adults. J Racial Ethn Health Disparities 2024:10.1007/s40615-024-01907-3. [PMID: 38273182 PMCID: PMC11269527 DOI: 10.1007/s40615-024-01907-3] [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: 09/22/2023] [Revised: 12/31/2023] [Accepted: 01/04/2024] [Indexed: 01/27/2024]
Abstract
In this manuscript, we leverage a modified GWAS algorithm adapted for use with multidimensional Cox models and data from the Health and Retirement Study to explore how genetic variation influences the size of the disparity in Alzheimer's disease (AD) incidence between older Black and White US adults. We identified four loci that were associated with higher AD incidence levels in older Black adults: (1) rs11077034 (hazard ratio (HR), 4.98) from the RBFOX1 gene; (2) rs7144494 (HR, 1.68) from the HISLA gene; (3) rs7660552 (HR, 3.07) from the SLC25A4 gene; and (4) rs12599485 (HR, 3.181) from the NIP30 gene. The RBFOX1, HISLA, SLC25A4, and NIP30 genes are known to be associated with AD (RBFOX1, NIP30) directly, and also influence the risk of AD risk-related morbidities such as hypertension (RBFOX1, SLC25A4), depression (SLC25A4), and certain cancers (HISLA, SLC25A4). A likely disparity-generating mechanism may lie in endocytosis and abnormal tissue growing mechanisms, depending on inherited gene mutations and the structure of proxies as well as gene-environment interactions with other risk factors such as lifestyle, education level, and access to adequate medical services.
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Affiliation(s)
- Stanislav Kolpakov
- Social Science Research Institute, Duke University, Durham, NC, 27710, USA.
| | - Arseniy Yashkin
- Social Science Research Institute, Duke University, Durham, NC, 27710, USA
| | | | - Anatoliy Yashin
- Social Science Research Institute, Duke University, Durham, NC, 27710, USA
| | - Igor Akushevich
- Social Science Research Institute, Duke University, Durham, NC, 27710, USA
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Churchill N, Barnes DE, Habib M, Nianogo RA. Forecasting the 20-Year Incidence of Dementia by Socioeconomic Status, Race/Ethnicity, and Region Based on Mid-Life Risk Factors in a U.S. Nationally Representative Sample. J Alzheimers Dis 2024; 99:1225-1234. [PMID: 38788068 DOI: 10.3233/jad-231133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2024]
Abstract
Background Alzheimer's disease and related dementias (ADRD) incidence varies based on demographics, but mid-life risk factor contribution to this variability requires more research. Objective The purpose of this study is to forecast the 20-year incidence of dementia in the U.S. overall and stratified by race/ethnicity, socioeconomic status (SES), and U.S. geographic region given prior mid-life risk factor prevalence and to examine the extent to which risk factor differences 20 years ago may explain current SES, race/ethnicity, or regional disparities in dementia incidence. Methods We applied the Cardiovascular Risk Factors, Aging, and Incidence of Dementia (CAIDE) prediction model to the 2006 wave of the Health and Retirement Study (HRS) in participants aged 45 to 64 to estimate the 20-year risk of incident ADRD. Results The 20-year risk of dementia among middle-aged Americans was 3.3% (95% CI: 3.2%, 3.4%). Dementia incidence was forecast to be 1.51 (95% CI: 1.32, 1.71) and 1.27 (95% CI: 1.14, 1.44) times that in Hispanic and Non-Hispanic Black individuals respectively compared statistically to Non-Hispanic White individuals given mid-life risk factors. There was a progressive increase in dementia risk from the lowest versus highest SES quintile. For geographic region, dementia incidence was forecast to be 1.17 (95% CI: 1.06, 1.30) and 1.27 (95% CI: 1.14, 1.43) times that in Midwestern and Southern individuals respectively compared statistically to Western individuals. Conclusions Some disparities in dementia incidence could be explained by differences in mid-life risk factors and may point toward policy interventions designed to lessen the ADRD disease burden through early prevention.
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Affiliation(s)
- Nicola Churchill
- Department of Epidemiology, Fielding School of Public Health, University of California Los Angeles (UCLA), Los Angeles, CA, USA
| | - Deborah E Barnes
- Department of Psychiatry and Behavioral SciencesUniversity of California San Francisco (UCSF), San Francisco, CA, USA
- Department of Epidemiology and Biostatistics, University of California San Francisco (UCSF), San Francisco, CA, USA
| | - Mina Habib
- Department of Epidemiology, Fielding School of Public Health, University of California Los Angeles (UCLA), Los Angeles, CA, USA
| | - Roch A Nianogo
- Department of Epidemiology, Fielding School of Public Health, University of California Los Angeles (UCLA), Los Angeles, CA, USA
- California Center for Population Research, University of California Los Angeles (UCLA), Los Angeles, CA, USA
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LoBue C, Stopschinski BE, Calveras NS, Douglas PM, Huebinger R, Cullum CM, Hart J, Gonzales MM. Blood Markers in Relation to a History of Traumatic Brain Injury Across Stages of Cognitive Impairment in a Diverse Cohort. J Alzheimers Dis 2024; 97:345-358. [PMID: 38143366 PMCID: PMC10947497 DOI: 10.3233/jad-231027] [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: 12/26/2023]
Abstract
BACKGROUND Traumatic brain injury (TBI) has been linked to multiple pathophysiological processes that could increase risk for Alzheimer's disease and related dementias (ADRD). However, the impact of prior TBI on blood biomarkers for ADRD remains unknown. OBJECTIVE Using cross-sectional data, we assessed whether a history of TBI influences serum biomarkers in a diverse cohort (approximately 50% Hispanic) with normal cognition, mild cognitive impairment, or dementia. METHODS Levels of glial fibrillary acidic protein (GFAP), neurofilament light (NFL), total tau (T-tau), and ubiquitin carboxy-terminal hydrolase-L1 (UCHL1) were measured for participants across the cognitive spectrum. Participants were categorized based on presence and absence of a history of TBI with loss of consciousness, and study samples were derived through case-control matching. Multivariable general linear models compared concentrations of biomarkers in relation to a history of TBI and smoothing splines modelled biomarkers non-linearly in the cognitively impaired groups as a function of time since symptom onset. RESULTS Each biomarker was higher across stages of cognitive impairment, characterized by clinical diagnosis and Mini-Mental State Examination performance, but these associations were not influenced by a history of TBI. However, modelling biomarkers in relation to duration of cognitive symptoms for ADRD showed differences by history of TBI, with only GFAP and UCHL1 being elevated. CONCLUSIONS Serum GFAP, NFL, T-tau, and UCHL1 were higher across stages of cognitive impairment in this diverse clinical cohort, regardless of TBI history, though longitudinal investigation of the timing, order, and trajectory of the biomarkers in relation to prior TBI is warranted.
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Affiliation(s)
- Christian LoBue
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas,TX
- Department of Neurological Surgery, University of Texas Southwestern Medical Center, Dallas, TX
| | - Barbara E. Stopschinski
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX
- Center for Alzheimer’s and Neurodegenerative Diseases, University of Texas Southwestern Medical Center, Dallas, TX
| | - Nil Saez Calveras
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX
- Center for Alzheimer’s and Neurodegenerative Diseases, University of Texas Southwestern Medical Center, Dallas, TX
| | - Peter M. Douglas
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX
| | - Ryan Huebinger
- Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX
| | - C. Munro Cullum
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas,TX
- Department of Neurological Surgery, University of Texas Southwestern Medical Center, Dallas, TX
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX
| | - John Hart
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas,TX
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX
| | - Mitzi M. Gonzales
- Department of Neurology, Cedars Sinai Medical Center, Los Angeles, CA
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, San Antonio, TX
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Mar J, Zubiagirre U, Larrañaga I, Soto-Gordoa M, Mar-Barrutia L, González-Pinto A, Ibarrondo O. Disparities by Socioeconomic Status and Diagnosis of Dementia in the Prescribing of Antipsychotics in a Real-World Data Population Over 60 Years of Age. J Alzheimers Dis 2024; 100:645-655. [PMID: 38943388 PMCID: PMC11307046 DOI: 10.3233/jad-240004] [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] [Accepted: 05/15/2024] [Indexed: 07/01/2024]
Abstract
Background Antipsychotics are widely used in the elderly due to the high prevalence of neuropsychiatric associated with dementia. Objective To analyze potential disparities in antipsychotic use in the general population of Gipuzkoa by socioeconomic status (SES) and diagnosis of Alzheimer's disease and related dementia (ADRD) adjusting for somatic and psychiatric comorbidities, age, and sex. Methods A retrospective observational study was carried out in all the 221,777 individuals over 60 years of age (Gipuzkoa, Spain) to collect diagnosis of ADRD, the Charlson Comorbidity Index, and psychiatric comorbidities considering all primary, outpatient, emergency and inpatient care episodes and first- and second-generation antipsychotics, and sociodemographic variables, namely, age, sex, SES and living in a nursing home. Logistic regression was used for multivariate statisticalanalysis. Results Use of any antipsychotic was greater in women, individuals over 80 years old, living in a nursing home, with a diagnosis of dementia, somatic and psychiatric comorbidities, and low SES. Quetiapine was the most used drug. The likelihood of any antipsychotic use was significantly associated with low SES (odds ratio [OR]: 1.60; confidence interval [CI]: 1.52-1.68), age over 80 years (OR: 1.56; CI: 1.47-1.65), institutionalization (OR: 12.61; CI: 11.64-13.65), diagnosis of dementia (OR: 10.18; CI: 9.55-10.85) and the comorbidities of depression (OR: 3.79; CI: 3.58-4.01) and psychosis (OR: 4.96; CI: 4.64-5.30). Conclusions The greater levels of antipsychotic use and institutionalization in people of low SES indicate inequity in the management of neuropsychiatric symptoms. Increasing the offer of non-pharmacological treatments in the health system might help reduce inequity.
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Affiliation(s)
- Javier Mar
- Basque Health Service (Osakidetza), Debagoiena Integrated Healthcare Organisation, Research Unit, Arrasate-Mondragón, Spain
- Biogipuzkoa Health Research Institute, Donostia-San Sebastián, Spain
- Biosistemak Institute for Health Service Research, Barakaldo, Spain
| | - Uxue Zubiagirre
- Basque Health Service (Osakidetza), Debagoiena Integrated Healthcare Organisation, Research Unit, Arrasate-Mondragón, Spain
- Biogipuzkoa Health Research Institute, Donostia-San Sebastián, Spain
| | - Igor Larrañaga
- Biosistemak Institute for Health Service Research, Barakaldo, Spain
| | - Myriam Soto-Gordoa
- Electronics and Computing Department, Faculty of Engineering, Mondragon University, Mondragon, Gipuzkoa, Spain
| | - Lorea Mar-Barrutia
- Department of Psychiatry, Osakidetza Basque Health Service, Araba University Hospital, Vitoria-Gasteiz, Spain
- Bioaraba Health Research Institute, Vitoria-Gasteiz, Spain
| | - Ana González-Pinto
- Department of Psychiatry, Osakidetza Basque Health Service, Araba University Hospital, Vitoria-Gasteiz, Spain
- Bioaraba Health Research Institute, Vitoria-Gasteiz, Spain
- Centro de Investigación Biomédica en Red de Salud Mental, CIBERSAM, Instituto de Salud Carlos III, Madrid, Spain
| | - Oliver Ibarrondo
- Basque Health Service (Osakidetza), Debagoiena Integrated Healthcare Organisation, Research Unit, Arrasate-Mondragón, Spain
- Biogipuzkoa Health Research Institute, Donostia-San Sebastián, Spain
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Britton GB, Okonkwo OC. A fresh look at the multi-level social determinants of disparities in Alzheimer's disease and related dementias. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2023; 15:e12481. [PMID: 37719283 PMCID: PMC10504580 DOI: 10.1002/dad2.12481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 08/25/2023] [Accepted: 08/30/2023] [Indexed: 09/19/2023]
Affiliation(s)
- Gabrielle B. Britton
- Centro de NeurocienciasInstituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT AIP)Panamá CityPanamá
| | - Ozioma C. Okonkwo
- Department of Medicine and Wisconsin Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public HealthMadisonWisconsinUSA
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