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Jiang W, Liang GH, Li JA, Yu P, Dong M. Migraine and the risk of dementia: a meta-analysis and systematic review. Aging Clin Exp Res 2022; 34:1237-1246. [PMID: 35102514 DOI: 10.1007/s40520-021-02065-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 12/26/2021] [Indexed: 12/17/2022]
Abstract
OBJECTIVES To conduct a comprehensive systematic review and meta-analysis to explore the correlation between migraine and the risk of dementia. METHODS The PubMed, EMBASE, and Cochrane library databases were searched systematically. We selected cohort studies (prospective and retrospective) and case-control studies that reported migraine in patients with dementia, including vascular dementia. The pooled effects were analyzed to evaluate relative risk with 95% confidence intervals. RESULTS In total, nine studies (two case-control and seven cohort studies) including 291,549 individuals were identified. These studies indicated that people with migraine (relative risk = 1.33; 95% confidence interval: 1.16-1.53) have an increased risk of all-cause dementia. Additionally, the pooled results of four studies showed that migraine is associated with an increased risk of vascular dementia (relative risk = 1.85; 95% confidence interval: 1.22-2.81; P = 0.004). CONCLUSIONS Data from observational studies suggest that migraine may be a risk factor for dementia, particularly vascular dementia. More studies are warranted to explore the association between migraine and dementia and the potential common pathophysiological mechanisms.
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Affiliation(s)
- Wei Jiang
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Xinmin Street #71, Changchun, 130021, China
| | - Guo-Hua Liang
- Department of Oncology, Zhongshan Hospital Affiliated to Xiamen University, Xiamen, China
| | - Jia-Ai Li
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Xinmin Street #71, Changchun, 130021, China
| | - Peng Yu
- Department of Ophthalmology, The Second Hospital of Jilin University, Ziqiang Street #218, Changchun, 130041, China.
| | - Ming Dong
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Xinmin Street #71, Changchun, 130021, China.
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Wu-Chung EL, Leal SL, Denny BT, Cheng SL, Fagundes CP. Spousal caregiving, widowhood, and cognition: A systematic review and a biopsychosocial framework for understanding the relationship between interpersonal losses and dementia risk in older adulthood. Neurosci Biobehav Rev 2022; 134:104487. [PMID: 34971701 PMCID: PMC8925984 DOI: 10.1016/j.neubiorev.2021.12.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 11/23/2021] [Accepted: 12/06/2021] [Indexed: 01/18/2023]
Abstract
Accumulating research suggests that stressful life events, especially those that threaten close intimate bonds, are associated with an increased risk of dementia. Grieving the loss of a spouse, whether in the form of caregiving or after the death, ranks among 'life's most significant stressors', evoking intense psychological and physiological distress. Despite numerous studies reporting elevated dementia risk or poorer cognition among spousal caregivers and widow(er)s compared to controls, no review has summarized findings across cognitive outcomes (i.e., dementia incidence, cognitive impairment rates, cognitive performance) or proposed a theoretical model for understanding the links between partner loss and abnormal cognitive decline. The current systematic review summarizes findings across 64 empirical studies. Overall, both cross-sectional and longitudinal studies revealed an adverse association between partner loss and cognitive outcomes. In turn, we propose a biopsychosocial model of cognitive decline that explains how caregiving and bereavement may position some to develop cognitive impairment or Alzheimer's disease and related dementias. More longitudinal studies that focus on the biopsychosocial context of caregivers and widow(er)s are needed.
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Affiliation(s)
- E Lydia Wu-Chung
- Department of Psychological Sciences, Rice University, Houston, TX, United States.
| | - Stephanie L Leal
- Department of Psychological Sciences, Rice University, Houston, TX, United States
| | - Bryan T Denny
- Department of Psychological Sciences, Rice University, Houston, TX, United States
| | - Samantha L Cheng
- Department of Psychological Sciences, Rice University, Houston, TX, United States
| | - Christopher P Fagundes
- Department of Psychological Sciences, Rice University, Houston, TX, United States; Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX, United States; Department of Psychiatry & Behavioral Sciences, Baylor College of Medicine, Houston, TX, United States
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3
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Wen C, Huang X, Feng L, Chen L, Hu W, Lai Y, Hao Y. High-resolution age-specific mapping of the two-week illness prevalence rate based on the National Health Services Survey and geostatistical analysis: a case study in Guangdong province, China. Int J Health Geogr 2021; 20:20. [PMID: 33941201 PMCID: PMC8094611 DOI: 10.1186/s12942-021-00273-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 04/23/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The two-week illness prevalence rate is an important and comparable indicator of health service needs. High-spatial-resolution, age-specific risk mapping of this indicator can provide valuable information for health resource allocation. The age-prevalence relationships may be different among areas of the study region, but previous geostatistical models usually ignored the spatial-age interaction. METHODS We took Guangdong province, the province with the largest population and economy in China, as a study case. We collected two-week illness data and other potential influencing predictors from the fifth National Health Services Survey in 2013 and other open-access databases. Bayesian geostatistical binary regression models were developed with spatial-age structured random effect, based on which, high-resolution, age-specific two-week illness prevalence rates, as well as number of people reporting two-week illness, were estimated. The equality of health resource distribution was further evaluated based on the two-week illness mapping results and the health supply data. RESULTS The map across all age groups revealed that the highest risk was concentrated in the central (i.e., Pearl River Delta) and northern regions of the province. These areas had a two-week illness prevalence > 25.0%, compared with 10.0-20.0% in other areas. Age-specific maps revealed significant differences in prevalence between age groups, and the age-prevalence relationships also differed across locations. In most areas, the prevalence rates decrease from age 0 to age 20, and then increase gradually. Overall, the estimated age- and population-adjusted prevalence was 16.5% [95% Bayesian credible interval (BCI): 14.5-18.6%], and the estimated total number of people reporting illness within the two-week period was 17.5 million (95% BCI: 15.5-19.8 million) in Guangdong Province. The Lorenz curve and the Gini coefficient (resulted in 0.3526) showed a moderate level of inequality in health resource distribution. CONCLUSIONS We developed a Bayesian geostatistical modeling framework with spatial-age structured effect to produce age-specific, high-resolution maps of the two-week illness prevalence rate and the numbers of people reporting two-week illness in Guangdong province. The methodology developed in this study can be generalized to other global regions with available relevant survey data. The mapping results will support plans for health resource allocation.
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Affiliation(s)
- Chuchun Wen
- School of Public Health, Sun Yat-sen University, Guangzhou, 510080, China
| | - Xiaoliang Huang
- Department of Statistics, Government Affairs Service Center of Health Commission of Guangdong Province, Guangzhou, 510060, China
| | - Lifen Feng
- Department of Statistics, Government Affairs Service Center of Health Commission of Guangdong Province, Guangzhou, 510060, China
| | - Long Chen
- Department of Statistics, Government Affairs Service Center of Health Commission of Guangdong Province, Guangzhou, 510060, China
| | - Wei Hu
- Department of Statistics, Government Affairs Service Center of Health Commission of Guangdong Province, Guangzhou, 510060, China
| | - Yingsi Lai
- School of Public Health, Sun Yat-sen University, Guangzhou, 510080, China.
| | - Yuantao Hao
- School of Public Health, Sun Yat-sen University, Guangzhou, 510080, China
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Tian H, Deng W, Law C, Zhao Q, Liang X, Wu W, Luo J, Ding D. Adverse life events and late-life cognitive decline in a Chinese cohort: The Shanghai Aging Study. Int J Geriatr Psychiatry 2020; 35:712-718. [PMID: 32100365 DOI: 10.1002/gps.5288] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2019] [Revised: 01/11/2020] [Accepted: 02/13/2020] [Indexed: 11/12/2022]
Abstract
OBJECTIVE This study aimed to demonstrate the association between adverse life events (ALEs) and the risk of late-life cognitive decline in older community-dwelling individuals in China. METHODS We prospectively followed up 1657 dementia-free participants with ALE data at baseline in the Shanghai Aging Study. The cohort was categorized into four subgroups (depression with ALEs, depression without ALEs, no depression with ALEs, and no depression without ALEs). Cox regressions were conducted to estimate the hazard ratio (HR) for incident dementia stratified by all participants and depressed and nondepressed participants. RESULTS We identified 168 incident dementia cases over a mean period of 5.2 years. The cumulative dementia incidence in nondepressed participants with ALEs was the lowest among the four subgroups. Nondepressed participants with ALEs had a lower risk of incident dementia (HR [95% CI]: 0.50 [0.27-0.92], P = .0267) than those without ALEs, adjusted for age, sex, education, apolipoprotein E ε4 (APOE ε4), body mass index, cigarette smoking, heart disease, hypertension, diabetes, stroke, Mini-Mental State Examination (MMSE) at baseline, and anxiety. CONCLUSIONS This study explored a significant inverse association between ALEs and the risk of incident cognitive decline among older adults without depression in China. Interventions for depression prevention immediately after ALEs may reduce the risk of cognitive decline later in life.
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Affiliation(s)
- Hongdou Tian
- Department of Biostatistics, School of Public Health, Fudan University, Shanghai, China.,Key Lab of Health Technology Assessment, National Health and Family Planning Commission of the People's Republic of China, Fudan University, Shanghai, China.,Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Wei Deng
- Department of Biostatistics, School of Public Health, Fudan University, Shanghai, China.,Key Lab of Health Technology Assessment, National Health and Family Planning Commission of the People's Republic of China, Fudan University, Shanghai, China.,Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Chikin Law
- Center for Applied Health Economics, School of Medicine, Menzies Health Institute Queensland, Griffith University, Brisbane, Queensland, Australia.,NHMRC Clinical Trials Centre, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - Qianhua Zhao
- Institute of Neurology, Huashan Hospital, Fudan University, Shanghai, China.,National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Xiaoniu Liang
- Institute of Neurology, Huashan Hospital, Fudan University, Shanghai, China.,National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Wanqing Wu
- Institute of Neurology, Huashan Hospital, Fudan University, Shanghai, China.,National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Jianfeng Luo
- Department of Biostatistics, School of Public Health, Fudan University, Shanghai, China.,Key Lab of Health Technology Assessment, National Health and Family Planning Commission of the People's Republic of China, Fudan University, Shanghai, China.,Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Ding Ding
- Institute of Neurology, Huashan Hospital, Fudan University, Shanghai, China.,National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai, China
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Rakesh G, Szabo ST, Alexopoulos GS, Zannas AS. Strategies for dementia prevention: latest evidence and implications. Ther Adv Chronic Dis 2017; 8:121-136. [PMID: 28815009 DOI: 10.1177/2040622317712442] [Citation(s) in RCA: 95] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2016] [Accepted: 04/24/2017] [Indexed: 01/21/2023] Open
Abstract
Dementia is a common and debilitating syndrome with enormous impact on individuals and societies. Preventing disease onset or progression would translate to public health and societal benefits. In this review, we discuss the latest evidence on interventions that may show promise for the prevention of cognitive decline. We appraise existing evidence primarily drawn from randomized controlled trials, systematic reviews, and meta-analyses, but also highlight observational studies in humans and relevant work in model organisms. Overall, there is currently limited evidence to support a cause-effect relationship between any preventive strategy and the development or progression of dementia. However, studies to date suggest that a multifactorial intervention comprising regular exercise and healthy diet, along with the amelioration of vascular risk factors, psychosocial stress, and major depressive episodes may be most promising for the prevention of cognitive decline. We discuss the challenges, future directions, and implications of this line of research.
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Affiliation(s)
- Gopalkumar Rakesh
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Steven T Szabo
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - George S Alexopoulos
- Department of Psychiatry, Weill Cornell Institute of Geriatric Psychiatry, Weill Cornell Medical College, White Plains, NY, USA
| | - Anthony S Zannas
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Kraepelinstrasse 2-10, 80804 Munich, Germany
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Tzeng NS, Chung CH, Lin FH, Yeh CB, Huang SY, Lu RB, Chang HA, Kao YC, Chiang WS, Chou YC, Tsao CH, Wu YF, Chien WC. Headaches and Risk of Dementia. Am J Med Sci 2017; 353:197-206. [PMID: 28262204 DOI: 10.1016/j.amjms.2016.12.014] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Revised: 12/09/2016] [Accepted: 12/15/2016] [Indexed: 01/03/2023]
Abstract
BACKGROUND Primary headaches include migraines, tension-type headaches and other primary headache syndromes. Migraines and tension-type headaches are associated with patient discomfort and other diseases. This study aimed to investigate the association between primary headaches and the risk of developing dementia, and to clarify the association between different types of headaches and dementia. MATERIALS AND METHODS We conducted a nationwide matched cohort population-based study. A total of 3,620 patients with newly diagnosed primary headaches, including migraines and tension-type headaches, between January 1 and December 31, 2000 were selected from the National Health Insurance Research Database of Taiwan, along with 10,860 controls matched for sex and age. After adjusting for confounding factors, Fine and Gray׳s competing risk analysis was used to compare the risk of developing dementia during 10 years of follow-up. RESULTS Of the study subjects, 170 (4.70 %) developed dementia compared with 433 (3.99%) of the controls. Fine and Gray׳s competing risk analysis revealed that the study subjects were more likely to develop dementia (hazard ratio = 2.057; 95% CI: 1.718-2.462; P < 0.001). After adjusting for sex, age, monthly income, urbanization level, geographic region of residence and comorbidities, the hazard ratio for dementia was 2.048 (95% CI: 1.705-2.461, P < 0.001). Migraines and tension-type headaches were associated with nonvascular dementia but not vascular dementia. CONCLUSIONS The patients with headaches had a 105% increased risk of dementia. Further studies are needed to elucidate the underlying mechanisms.
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Affiliation(s)
- Nian-Sheng Tzeng
- Department of Psychiatry, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan, ROC; Student Counseling Center, National Defense Medical Center, Taipei, Taiwan, ROC
| | - Chi-Hsiang Chung
- Taiwanese Injury Prevention and Safety Promotion Association, Taipei, Taiwan, ROC; School of Public Health, National Defense Medical Center, Taipei, Taiwan, ROC
| | - Fu-Huang Lin
- School of Public Health, National Defense Medical Center, Taipei, Taiwan, ROC
| | - Chin-Bin Yeh
- Department of Psychiatry, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan, ROC; Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan, ROC
| | - San-Yuan Huang
- Department of Psychiatry, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan, ROC; Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan, ROC
| | - Ru-Band Lu
- Department of Psychiatry, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan, ROC; Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan, ROC; Division of Clinical Psychology, Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan, ROC; Department of Psychiatry, College of Medicine, National Cheng Kung University, Tainan, Taiwan, ROC; Institute of Behavioral Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan, ROC; Department of Psychiatry, National Cheng Kung University Hospital, Tainan, Taiwan, ROC; Center for Neuropsychiatric Research, National Health Research Institute, Zhunan, Miaoli County, Taiwan, ROC
| | - Hsin-An Chang
- Department of Psychiatry, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan, ROC; Student Counseling Center, National Defense Medical Center, Taipei, Taiwan, ROC
| | - Yu-Chen Kao
- Department of Psychiatry, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan, ROC; Department of Psychiatry, Tri-Service General Hospital, Song-Shan Branch, National Defense Medical Center, Taipei, Taiwan, ROC
| | - Wei-Shan Chiang
- Department of Psychiatry, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan, ROC; Department and Institute of Mathematics, Tamkang University, New Taipei City, Taiwan, ROC
| | - Yu-Ching Chou
- School of Public Health, National Defense Medical Center, Taipei, Taiwan, ROC
| | - Chang-Huei Tsao
- Department of Medical Research, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, ROC; Department of Microbiology & Immunology, National Defense Medical Center, Taipei, Taiwan, ROC
| | - Yung-Fu Wu
- Department of Medical Research, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, ROC
| | - Wu-Chien Chien
- School of Public Health, National Defense Medical Center, Taipei, Taiwan, ROC; Department of Medical Research, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, ROC.
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Norton MC, Hatch DJ, Munger RG, Smith KR. Family Member Deaths in Childhood Predict Systemic Inflammation in Late Life. BIODEMOGRAPHY AND SOCIAL BIOLOGY 2017; 63:104-115. [PMID: 28521621 PMCID: PMC6407705 DOI: 10.1080/19485565.2017.1281099] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Biological and epidemiological evidence has linked early-life psychosocial stress with late-life health, with inflammation as a potential mechanism. We report here the association between familial death in childhood and adulthood and increased levels of high-sensitivity C-reactive protein (CRP), a marker of systemic inflammation. The Cache County Memory Study is a prospective study of persons initially aged 65 and older in 1995. In 2002, there were 1,955 persons in the study with data on CRP (42.3 percent male, mean [SD] age = 81.2 [5.8] years), linked with objective data on family member deaths. Using logistic regression, high (> 10 mg/L) versus low (≤ 10 mg/L) CRP was regressed on cumulative parental, sibling, spouse, and offspring deaths during childhood and during early adulthood, adjusted for family size in each period (percentage family depletion; PFD). Findings revealed PFD during childhood to be significantly associated with CRP (OR = 1.02, 95% CI [1.01, 1.04]). Individuals with two or more family deaths were 79 percent more likely to have elevated CRP than those with zero family deaths (OR = 1.79, 95% CI [1.07, 2.99]). Early adulthood PFD was not related to CRP. This study demonstrates a link between significant psychosocial stress in early life and immune-inflammatory functioning in late life, and suggests a mechanism explaining the link between early-life adversity and late-life health.
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Affiliation(s)
- Maria C Norton
- a Department of Family, Consumer, and Human Development , Utah State University , Logan , Utah , USA
- b Department of Psychology , Utah State University , Logan , Utah , USA
- c Center for Epidemiologic Studies , Utah State University , Logan , Utah , USA
| | - Daniel J Hatch
- d Center for the Study of Aging and Human Development , Duke University , Durham , North Carolina , USA
| | - Ronald G Munger
- c Center for Epidemiologic Studies , Utah State University , Logan , Utah , USA
- e Department of Nutrition, Dietetics and Food Sciences , Utah State University , Logan , Utah , USA
| | - Ken R Smith
- f Department of Family and Consumer Studies and Population Sciences , Huntsman Cancer Institute, University of Utah , Salt Lake City , Utah , USA
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Norton MC, Fauth E, Clark CJ, Hatch D, Greene D, Pfister R, Tschanz JT, Smith KR. Family member deaths across adulthood predict Alzheimer's disease risk: The Cache County Study. Int J Geriatr Psychiatry 2016; 31:256-63. [PMID: 26133120 PMCID: PMC4950508 DOI: 10.1002/gps.4319] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2015] [Accepted: 05/18/2015] [Indexed: 11/11/2022]
Abstract
OBJECTIVES Parental death during childhood, and offspring and spouse death during adulthood have individually been associated with faster cognitive decline and higher Alzheimer's disease (AD) risk in late life. However, the cumulative effect of childhood and adulthood family deaths on AD risk among different age cohorts has not been studied. METHODS To examine these associations, this prospective cohort study uses a population-based sample of 4545 initially non-demented participants (56.7% female; age M = 75.0/SD = 6.9 years) observed at four triennial waves, linked with objective Utah Population Database data on cumulative mother, father, sibling, spouse, and offspring death experienced during childhood and adulthood. Cox regression modeled survival time from baseline interview to AD onset, as a function of family deaths during childhood or adulthood, among different age groups, along with gender and presence of ε4 allele at apolipoprotein E (APOE) polymorphic genetic locus. RESULTS Age group significantly moderated the relationship between family death and AD; among persons aged 65-69 years at baseline (children of the Great Depression), those exposed to 3-4 deaths and 5+ deaths during adulthood exhibited a doubling of AD risk (adjusted hazard ratio, aHR = 2.25, p = .038, and aHR = 2.72, p = .029), while among persons aged 80 years and older, those exposed to 3-4 deaths during adulthood exhibited lower AD risk (HR = 0.539, p = 0.014). In a combined model of childhood and adulthood deaths, these findings persisted. CONCLUSIONS Results suggest a cohort effect in the link between family member deaths during adulthood and AD risk later in life.
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Affiliation(s)
- Maria C. Norton
- Department of Family Consumer and Human Development, Utah State University,Department of Psychology, Utah State University,Center for Epidemiologic Studies, Utah State University
| | - Elizabeth Fauth
- Department of Family Consumer and Human Development, Utah State University
| | - Christine J. Clark
- Department of Family Consumer and Human Development, Utah State University
| | - Dan Hatch
- Center for the Study of Aging and Human Development, Duke University
| | - Daylee Greene
- Department of Family Consumer and Human Development, Utah State University
| | | | - JoAnn T. Tschanz
- Department of Psychology, Utah State University,Center for Epidemiologic Studies, Utah State University
| | - Ken R. Smith
- Department of Family and Consumer Studies and the Huntsman Cancer Institute, University of Utah
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