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Joundi RA, Hu B, Rangarajan S, Leong DP, Islam S, Smith EE, Mirrakhimov E, Seron P, Alhabib KF, Assembekov B, Chifamba J, Yusuf R, Khatib R, Felix C, Yusufali A, Mohammadifard N, Rosengren A, Oguz A, Iqbal R, Yeates K, Avezum A, Kruger I, Anjana R, Pvm L, Gupta R, Zatońska K, Barbarash O, Pelliza E, Rammohan K, Li M, Li X, Ismail R, Lopez-Jaramillo P, Evans M, O'Donnell M, Yusuf S. Activity limitations, use of assistive devices, and mortality and clinical events in 25 high-income, middle-income, and low-income countries: an analysis of the PURE study. Lancet 2024:S0140-6736(24)01050-X. [PMID: 39068950 DOI: 10.1016/s0140-6736(24)01050-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 04/04/2024] [Accepted: 05/16/2024] [Indexed: 07/30/2024]
Abstract
BACKGROUND The focus of most epidemiological studies has been mortality or clinical events, with less information on activity limitations related to basic daily functions and their consequences. Standardised data from multiple countries at different economic levels in different regions of the world on activity limitations and their associations with clinical outcomes are sparse. We aimed to quantify the prevalence of activity limitations and use of assistive devices and the association of limitations with adverse outcomes in 25 countries grouped by different economic levels. METHODS In this analysis, we obtained data from individuals in 25 high-income, middle-income, and low-income countries from the Prospective Urban Rural Epidemiological (PURE) study (175 660 participants). In the PURE study, individuals aged 35-70 years who intended to continue living in their current home for a further 4 years were invited to complete a questionnaire on activity limitations. Participant follow-up was planned once every 3 years either by telephone or in person. The activity limitation screen consisted of questions on self-reported difficulty with walking, grasping, bending, seeing close, seeing far, speaking, hearing, and use of assistive devices (gait, vision, and hearing aids). We estimated crude prevalence of self-reported activity limitations and use of assistive devices, and prevalence standardised by age and sex. We used logistic regression to additionally adjust prevalence for education and socioeconomic factors and to estimate the probability of activity limitations and assistive devices by age, sex, and country income. We used Cox frailty models to evaluate the association between each activity limitation with mortality and clinical events (cardiovascular disease, heart failure, pneumonia, falls, and cancer). The PURE study is registered with ClinicalTrials.gov, NCT03225586. FINDINGS Between Jan 12, 2001, and May 6, 2019, 175 584 individuals completed at least one question on the activity limitation questionnaire (mean age 50·6 years [SD 9·8]; 103 625 [59%] women). Of the individuals who completed all questions, mean follow-up was 10·7 years (SD 4·4). The most common self-reported activity limitations were difficulty with bending (23 921 [13·6%] of 175 515 participants), seeing close (22 532 [13·4%] of 167 801 participants), and walking (22 805 [13·0%] of 175 554 participants); prevalence of limitations was higher with older age and among women. The prevalence of all limitations standardised by age and sex, with the exception of hearing, was highest in low-income countries and middle-income countries, and this remained consistent after adjustment for socioeconomic factors. The use of gait, visual, and hearing aids was lowest in low-income countries and middle-income countries, particularly among women. The prevalence of seeing close limitation was four times higher (6257 [16·5%] of 37 926 participants vs 717 [4·0%] of 18 039 participants) and the prevalence of seeing far limitation was five times higher (4003 [10·6%] of 37 923 participants vs 391 [2·2%] of 18 038 participants) in low-income countries than in high-income countries, but the prevalence of glasses use in low-income countries was half that in high-income countries. Walking limitation was most strongly associated with mortality (adjusted hazard ratio 1·32 [95% CI 1·25-1·39]) and most consistently associated with other clinical events, with other notable associations observed between seeing far limitation and mortality, grasping limitation and cardiovascular disease, bending limitation and falls, and between speaking limitation and stroke. INTERPRETATION The global prevalence of activity limitations is substantially higher in women than men and in low-income countries and middle-income countries compared with high-income countries, coupled with a much lower use of gait, visual, and hearing aids. Strategies are needed to prevent and mitigate activity limitations globally, with particular emphasis on low-income countries and women. FUNDING Funding sources are listed at the end of the Article.
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Affiliation(s)
- Raed A Joundi
- Population Health Research Institute, McMaster University, Hamilton Health Sciences, ON, Canada.
| | - Bo Hu
- Medical Research and Biometrics Center, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, Beijing, China; National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Sumathy Rangarajan
- Population Health Research Institute, McMaster University, Hamilton Health Sciences, ON, Canada
| | - Darryl P Leong
- Population Health Research Institute, McMaster University, Hamilton Health Sciences, ON, Canada
| | | | | | | | | | | | | | | | - Rita Yusuf
- Independent University, Dhaka, Bangladesh
| | - Rasha Khatib
- Advocate Aurora Research Institute, Milwaukee, WI, USA
| | | | | | - Noushin Mohammadifard
- Isfahan Cardiovascular Research Centre, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Annika Rosengren
- Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Aytekin Oguz
- Istanbul Medeniyet University, Istanbul, Türkiye
| | | | | | - Alvaro Avezum
- International Research Center, Hospital Alemão Oswaldo Cruz and UNISA, São Paulo University, São Paulo, Brazil
| | | | | | - Lakshmi Pvm
- Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Rajeev Gupta
- Eternal Heart Care Centre and Research Institute, Rajasthan, India
| | | | | | | | | | - Mengya Li
- Medical Research and Biometrics Center, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, Beijing, China; National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiaocong Li
- Medical Research and Biometrics Center, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, Beijing, China; National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Rosnah Ismail
- Universiti Department of Public Health Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | | | - Marc Evans
- Philippine General Hospital, Manila, Philippines
| | | | - Salim Yusuf
- Population Health Research Institute, McMaster University, Hamilton Health Sciences, ON, Canada
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Martinez-Aristizábal JD, Curcio CL, Fernandes J, Vafael A, Gomes CDS, Gomez F. Cardiovascular risk burden and disability: findings from the International Mobility in Aging Study (IMIAS). J Geriatr Cardiol 2024; 21:331-339. [PMID: 38665284 PMCID: PMC11040056 DOI: 10.26599/1671-5411.2024.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND The association of cardiovascular risk burden with disability is unclear. We examined the association between trajectories of the Framingham general cardiovascular disease risk score (FGCRS) with the trajectories of limitations of physical function in older adults. METHODS A total of 1219 participants with no disabilities from the International Mobility in Aging Study (IMIAS) study who had up to three repeated measures of FGCRS between 2012-2016 and without a history of stroke or coronary heart disease at baseline and follow-up were included. FGCRS at baseline was assessed and categorized into tertiles. Physical function was evaluated with the Short Physical Performance Battery (SPPB). The data were analyzed using linear mixed-effects models. RESULTS At baseline, FGCRS ranged between 3-94 (mean score: 24 ± 15.8), participants were 32 (2.6%), 502 (41.2%) and 685 (56.2%) in lowest, middle, and highest tertiles, respectively. In the trajectories of limitations of physical function, the lowest FGCRS had no differences, while the middle and highest had a decrease in physical performance between 2012-2014 (P = 0.0001). Age, being female, living in Andes Mountains, having middle and highest FGCRS, higher alcohol consumption, being obese, lack of exercise and cognitive impairment increase the probability of disability (P < 0.05). Alternatively, living in more developed regions and having a higher educational level reduced the probability of disability during the follow-up time (P < 0.05). CONCLUSIONS Higher cardiovascular risk burden is associated with decreased physical performance, especially in gait. Results suggest SPPB may provide a measure of cardiovascular health in older adults.
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Affiliation(s)
| | - Carmen-Lucia Curcio
- Research Group in Geriatrics and Gerontology, Faculty of Health Sciences, Universidad de Caldas, Manizales, Colombia
| | - Juliana Fernandes
- Laboratory of Physical Therapy and Collective Health, Physical Therapy Department, Federal University of Pernambuco, Jornalista Aníbal Fernandes Avenue Recife, Brazil
| | - Afshin Vafael
- Department of Public Health Sciences, Queen’s University, Kingston, ON, Canada
| | | | - Fernando Gomez
- Research Group in Geriatrics and Gerontology, Faculty of Health Sciences, Universidad de Caldas, Manizales, Colombia
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Wu J, Wang Y, Li Y, Liu H, Yang S, Zhai H, Wu H. Are physically disabled people at high risk of coronary heart disease among disabled population - Evidence from 7.5-year retrospective cohort study. Ann Epidemiol 2024; 90:42-48. [PMID: 37926391 DOI: 10.1016/j.annepidem.2023.11.001] [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: 06/20/2023] [Revised: 10/29/2023] [Accepted: 11/02/2023] [Indexed: 11/07/2023]
Abstract
OBJECTIVES Previous cross-sectional studies suggested that people with physical disabilities (one of the subgroups of disabled people) are associated with an increased risk of cardiovascular diseases (CVD) than healthy peers. However, a longitudinal cohort of disabled people exhibited a different trend, in which the study populations were similar in health inequalities. We aimed to examine whether physical disability was associated with an increased risk of coronary heart disease (CHD) among disabled people. STUDY DESIGN AND SETTING This retrospective cohort study from the Shanghai Health Examination Program included a total of 6419 disabled adults (50.77 [9.88] age) with complete electronic health records and were free of CHD at baseline (2012) were followed-up for a 7.5-year period until 2019. The physical disability and non-physical disability subgroups were characterized based on the Disability Classification and Grading Standard (GB/T 26341-2010). Multivariable Cox regression analyses were used to evaluate adjusted hazard ratios (HR) for subsequent CHD, while Kaplan-Meier curves was used to assess the proportional hazards assumption. We conducted subgroup analyses based on gender, levels of disability, and baseline blood pressure. RESULTS Kaplan-Meier analysis revealed a higher incidence of CHD in the physical disability group compared to the non-physical disability group during the 7.5-year follow-up period (P < 0.05). Subjects with physical disabilities exhibited an increased risk for subsequent CHD occurrence (HR: 1.12; 95% CI: 1.03-1.31), compared to the non-physical subgroup after adjustments for confounders. The sensitivity analysis conducted on subgroups according to gender and disability severity indicated that moderate physical disability and female physical disability were associated with a higher prevalence of CHD, which was confirmed by multi-adjusted regression analysis. The spline curves of BP and CHD indicated that the physical disability group displayed lower SBP and DBP thresholds of 120 mmHg and SBP, respectively. CONCLUSION Within the disabled population, individuals with physical disability are at higher risk of developing CHD, and it is plausible that their optimal BP threshold for CHD prevention may need to be set at a lower level. Further research is essential to investigate BP management among individuals with physical disabilities and its influence on cardiovascular-related adverse events.
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Affiliation(s)
- Jing Wu
- School of Nursing, Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China
| | - Yiyan Wang
- School of Nursing, Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China
| | - Yao Li
- Clinical Center for Intelligent Rehabilitation Research, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, People's Republic of China
| | - Hui Liu
- Clinical Center for Intelligent Rehabilitation Research, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, People's Republic of China
| | - Shenglan Yang
- School of Nursing, Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China
| | - Hua Zhai
- Clinical Center for Intelligent Rehabilitation Research, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, People's Republic of China.
| | - Hengjing Wu
- Clinical Center for Intelligent Rehabilitation Research, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, People's Republic of China.
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Ou YN, Kuo K, Yang L, Zhang YR, Huang SY, Chen SD, Deng YT, Guo Y, Zhang RQ, Wu BS, Tan L, Dong Q, Feng JF, Cheng W, Yu JT. Longitudinal associations of cardiovascular health and vascular events with incident dementia. Stroke Vasc Neurol 2023:svn-2023-002665. [PMID: 37827852 DOI: 10.1136/svn-2023-002665] [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: 06/26/2023] [Accepted: 09/20/2023] [Indexed: 10/14/2023] Open
Abstract
INTRODUCTION Evidence supporting cardiovascular diseases could increase the risk of dementia remains fragmented. A comprehensive study to illuminate the distinctive associations across different dementia types is still lacking. This study is sought to: (1) determine the clinical validity of Framingham General Cardiovascular Risk Score (FGCRS) for dementia assessment and (2) examine the associations between cardiovascular diseases and the risk of dementia. METHODS A total of 432 079 dementia-free individuals at baseline from UK Biobank were included. Multivariable Cox proportional hazard models were used to investigate the prospective associations for FGCRS and a series of cardiovascular diseases with all-cause dementia (ACD) and its major components, Alzheimer's disease (AD) and vascular dementia (VaD). RESULTS During a median follow-up of 110.1 months, 4711 individuals were diagnosed with dementia. FGCRS was associated with increased risks across the dementia spectrum. In stratification analysis, high-risk groups have demonstrated the greatest dementia burdens, particularly to VaD. Over 74 traits, 9 adverse associations, such as chronic ischaemic heart disease (ACD: HR=1.354; AD: HR=1.269; VaD: HR=1.768), atrioventricular block (ACD: HR=1.562; AD: HR=1.556; VaD: HR=2.069), heart failure (ACD: HR=1.639; AD: HR=1.543; VaD: HR=2.141) and hypotension (ACD: HR=2.912; AD: HR=2.361; VaD: HR=3.315) were observed. Several distinctions were also found, with atrial fibrillation, cerebral infarction, and haemorrhage only associated with greater risks of ACD and VaD. DISCUSSION By identifying distinctive associations between cardiovascular diseases and dementia, this study has established a comprehensive 'mapping' that may untangle the long-standing discrepancy. FGCRS has demonstrated its predictivity beyond cardiovascular diseases burdens, suggesting potential opportunities for implantation.
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Affiliation(s)
- Ya-Nan Ou
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, Shandong, People's Republic of China
| | - Kevin Kuo
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Liu Yang
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Ya-Ru Zhang
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Shu-Yi Huang
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Shi-Dong Chen
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Yue-Ting Deng
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Yu Guo
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Rui-Qi Zhang
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Bang-Sheng Wu
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Lan Tan
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, Shandong, People's Republic of China
| | - Qiang Dong
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Jian-Feng Feng
- Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, People's Republic of China
- Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, People's Republic of China
| | - Wei Cheng
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, People's Republic of China
- Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, People's Republic of China
| | - Jin-Tai Yu
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
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Stone KL, Zhong J, Lyu C, Chodosh J, Blachman NL, Dodson JA. Does Incident Cardiovascular Disease Lead to Greater Odds of Functional and Cognitive Impairment? Insights From the Health and Retirement Study. J Gerontol A Biol Sci Med Sci 2023; 78:1179-1188. [PMID: 36996314 PMCID: PMC10329231 DOI: 10.1093/gerona/glad096] [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: 10/04/2022] [Indexed: 04/01/2023] Open
Abstract
BACKGROUND Although studies to date have broadly shown that cardiovascular disease (CVD) increases cognitive and physical impairment risk, there is still limited understanding of the magnitude of this risk among relevant CVD subtypes or age cohorts. METHODS We analyzed longitudinal data from 16 679 U.S. Health and Retirement Study participants who were aged ≥65 years at study entry. Primary endpoints were physical impairment (activities of daily living impairment) or cognitive impairment (Langa-Weir Classification of dementia). We compared these endpoints among participants who developed incident CVD versus those who were CVD free, both in the short term (<2-year postdiagnosis) and long term (>5 years), controlling for sociodemographic and health characteristics. We then analyzed the effects by CVD subtype (atrial fibrillation, congestive heart failure, ischemic heart disease, and stroke) and age-at-diagnosis (65-74, 75-84, and ≥85). RESULTS Over a median follow-up of 10 years, 8 750 participants (52%) developed incident CVD. Incident CVD was associated with significantly higher adjusted odds (aOR) of short-term and long-term physical and cognitive impairment. The oldest (≥85) age-at-diagnosis subgroup had the highest risk of short-term physical (aOR 3.01, 95% confidence interval [CI]: 2.40-3.77) and cognitive impairment (aOR 1.96, 95% CI: 1.55-2.48), as well as long-term impairment. All CVD subtypes were associated with higher odds of physical and cognitive impairment, with the highest risk for patients with incident stroke. CONCLUSIONS Incident CVD was associated with an increased risk of physical and cognitive impairment across CVD subtypes. Impairment risk after CVD was highest among the oldest patients (≥85 years) who should therefore remain a target for prevention efforts.
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Affiliation(s)
- Katherine L Stone
- Division of Geriatric Medicine and Palliative Care, Department of Medicine, New York University Langone Medical Center, New York, New York, USA
| | - Judy Zhong
- Division of Biostatistics, Department of Population Health, New York University Langone Medical Center, New York, New York, USA
| | - Chen Lyu
- Division of Biostatistics, Department of Population Health, New York University Langone Medical Center, New York, New York, USA
| | - Joshua Chodosh
- Division of Geriatric Medicine and Palliative Care, Department of Medicine, New York University Langone Medical Center, New York, New York, USA
| | - Nina L Blachman
- Division of Geriatric Medicine and Palliative Care, Department of Medicine, New York University Langone Medical Center, New York, New York, USA
| | - John A Dodson
- Division of Biostatistics, Department of Population Health, New York University Langone Medical Center, New York, New York, USA
- Leon H. Charney Division of Cardiology, Department of Medicine, New York University Langone Medical Center, New York, New York, USA
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Szymkowicz SM, Gerlach AR, Homiack D, Taylor WD. Biological factors influencing depression in later life: role of aging processes and treatment implications. Transl Psychiatry 2023; 13:160. [PMID: 37160884 PMCID: PMC10169845 DOI: 10.1038/s41398-023-02464-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 04/23/2023] [Accepted: 04/27/2023] [Indexed: 05/11/2023] Open
Abstract
Late-life depression occurring in older adults is common, recurrent, and malignant. It is characterized by affective symptoms, but also cognitive decline, medical comorbidity, and physical disability. This behavioral and cognitive presentation results from altered function of discrete functional brain networks and circuits. A wide range of factors across the lifespan contributes to fragility and vulnerability of those networks to dysfunction. In many cases, these factors occur earlier in life and contribute to adolescent or earlier adulthood depressive episodes, where the onset was related to adverse childhood events, maladaptive personality traits, reproductive events, or other factors. Other individuals exhibit a later-life onset characterized by medical comorbidity, pro-inflammatory processes, cerebrovascular disease, or developing neurodegenerative processes. These later-life processes may not only lead to vulnerability to the affective symptoms, but also contribute to the comorbid cognitive and physical symptoms. Importantly, repeated depressive episodes themselves may accelerate the aging process by shifting allostatic processes to dysfunctional states and increasing allostatic load through the hypothalamic-pituitary-adrenal axis and inflammatory processes. Over time, this may accelerate the path of biological aging, leading to greater brain atrophy, cognitive decline, and the development of physical decline and frailty. It is unclear whether successful treatment of depression and avoidance of recurrent episodes would shift biological aging processes back towards a more normative trajectory. However, current antidepressant treatments exhibit good efficacy for older adults, including pharmacotherapy, neuromodulation, and psychotherapy, with recent work in these areas providing new guidance on optimal treatment approaches. Moreover, there is a host of nonpharmacological treatment approaches being examined that take advantage of resiliency factors and decrease vulnerability to depression. Thus, while late-life depression is a recurrent yet highly heterogeneous disorder, better phenotypic characterization provides opportunities to better utilize a range of nonspecific and targeted interventions that can promote recovery, resilience, and maintenance of remission.
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Affiliation(s)
- Sarah M Szymkowicz
- Center for Cognitive Medicine, Department of Psychiatry and Behavioral Science, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Andrew R Gerlach
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
| | - Damek Homiack
- Department of Psychiatry, University of Illinois-Chicago, Chicago, IL, USA
| | - Warren D Taylor
- Center for Cognitive Medicine, Department of Psychiatry and Behavioral Science, Vanderbilt University Medical Center, Nashville, TN, USA.
- Geriatric Research, Education, and Clinical Center, Veterans Affairs Tennessee Valley Health System, Nashville, TN, USA.
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Li X, Yang W, Wang J, Dove A, Qi X, Bennett DA, Xu W. High lifelong cognitive reserve prolongs disability-free survival: The role of cognitive function. Alzheimers Dement 2023; 19:208-216. [PMID: 35347843 PMCID: PMC10084126 DOI: 10.1002/alz.12670] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 02/15/2022] [Accepted: 03/07/2022] [Indexed: 01/18/2023]
Abstract
INTRODUCTION The association between cognitive reserve (CR) and survival with independence is unknown. We examined whether lifelong CR accumulation is associated with disability-free survival and explored the extent to which cognitive function mediates this association. METHODS Within the Rush Memory and Aging Project, 1633 dementia- and disability-free participants were followed annually for up to 22 years. Lifelong CR including education, early-/mid-/late-life cognitive activities, and late-life social activity was assessed and tertiled. RESULTS CR score was dose-dependently associated with disability/death (hazard ratio [HR] 0.96, 95% confidence interval [CI] 0.93-0.99). Compared to low CR, the HR (95% CI) of disability/death was 0.82 (0.70-0.95) for high CR. The median disability-free survival time was prolonged by 0.99 (95% CI 0.28-1.71) years for participants with high CR. Cognitive function mediated 35.7% of the association between CR and disability-free survival. DISCUSSION High lifelong CR was associated with prolonged disability-free survival. Cognitive function mediates about one-third of this association. Our findings underscore the importance of CR for healthy aging.
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Affiliation(s)
- Xuerui Li
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China.,Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, China.,Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin, China
| | - Wenzhe Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China.,Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, China.,Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin, China
| | - Jiao Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China.,Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, China.,Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin, China
| | - Abigail Dove
- Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Xiuying Qi
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China.,Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, China.,Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin, China
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA
| | - Weili Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China.,Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, China.,Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin, China.,Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
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Kim T, Park SY, Oh IH. Health-related factors leading to disabilities in Korea: Survival analysis. Front Public Health 2022; 10:1048044. [PMID: 36620295 PMCID: PMC9813747 DOI: 10.3389/fpubh.2022.1048044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 12/06/2022] [Indexed: 12/24/2022] Open
Abstract
The purpose of this study is to analyze (a) population and socioeconomic factors affecting disability, excluding the occurrence of disability due to accidents and congenital diseases, and (b) health-related behavioral factors and factors that can prevent and reduce the cause of disability due to disease in Korea. This study was a longitudinal research. Data were obtained from The 2018 Korean Health Panel (KHP) is a survey jointly conducted by the Korea Institute of Health and Social Affairs and the National Health Insurance Service. A total of 7, 372 (Mage = 52.14, SD = 21.39; Male = 47.52%) were analyzed in this study. People with Higher education attainments and more income levels were associated with lower hazard of developing new disabilities (all p < 0.05). In this study, the health factors that could be related to the occurrence of new disabilities were smoking, alcohol consumption, physical activity, and stress (all p < 0.0001). However, physical activity was negatively associated with the risk of developing a disability at all follow-ups (p < 0.05). Higher scores on the number of chronic diseases (valid scores = 0, 1, 2, 3, or more) represented a greater level of newly developing disability present at all follow-ups (all p < 0.0001). This longitudinal study confirmed the relationship between health-related factors and specific chronic diseases. Its findings can be used as a crucial foundation for establishing healthcare policies and services that can lower and prevent disability by preventing and reducing specific negative health behaviors and unhealthy behavioral factors, and alleviating chronic diseases in Korea.
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Affiliation(s)
- TaeEung Kim
- Department of Preventive Medicine, School of Medicine, Kyung Hee University, Seoul, South Korea
| | - So-Youn Park
- Department of Medical Education and Humanities, School of Medicine, Kyung Hee University, Seoul, South Korea
| | - In-Hwan Oh
- Department of Preventive Medicine, School of Medicine, Kyung Hee University, Seoul, South Korea,*Correspondence: In-Hwan Oh ✉
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9
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Dong X, Yi X, Jia N, Ding M, Zhou Y, Tian C. Associations of physical activity with cognitive function and daily physical function among Chinese individuals with heart disease: A cross-sectional study. Front Public Health 2022; 10:917390. [PMID: 36483252 PMCID: PMC9724740 DOI: 10.3389/fpubh.2022.917390] [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: 04/11/2022] [Accepted: 10/18/2022] [Indexed: 11/24/2022] Open
Abstract
Background To investigate the associations between different dimensions of physical activity (PA), cognitive function, and daily physical function in Chinese individuals with heart disease. Materials and methods This study included 2,792 individuals from the China Health and Retirement Longitudinal Study conducted in 2015. Physical activity (PA) was divided into vigorous PA (VPA), moderate PA (MPA), and light PA (LPA). Linear and logistic regression models were established to assess the associations among the indicators. Results Compared with taking no PA, MPA, and VPA at a frequency of 6-7 d/w had lower risks of impaired daily physical function (OR = 0.47, 95% CI: 0.25, 0.91; OR = 0.57, 95% CI: 0.37, 0.88) and higher cognitive function scores (β = 1.22, 95% CI: 0.42, 2.03; β = 1.08, 95% CI: 0.43, 1.73), while VPA at 3-5 d/w had lower cognitive function scores (β = -1.96, 95% CI: -3.51, -0.40). Light PA (LPA) with a duration of 30-119 min/d had a lower risk of impaired daily physical function (OR = 0.59, 95% CI: 0.36, 0.97). Moderate PA (MPA) and VPA of 30-119 min/d had higher cognitive function scores (β = 1.43, 95% CI: 0.49, 2.37; β = 1.30, 95% CI: -0.56, 2.06). The 1,800-2,999 METs had the lowest risks of impaired daily physical function and the highest cognitive function scores (OR = 0.18, 95% CI: 0.04, 0.75; β = 2.94, 95% CI: 1.67, 4.21). Conclusion Moderate PA (MPA) and LPA with a frequency of 6-7 d/w and a duration of 30-119 min/d, and PA in 1,800-2,999 MET min/week were most closely related to better cognitive and daily physical function, while VPA (3-5 d/w; ≥300 min/w) may be related to low cognition, but high-quality research is necessary to prove causality. Trial registration IRB00001052-11015.
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Affiliation(s)
- Xiaosheng Dong
- Department of Sport and Health, School of Physical Education, Shandong University, Jinan, China
| | - Xiangren Yi
- Department of Sport and Health, School of Physical Education, Shandong University, Jinan, China
| | - Ningxin Jia
- College of Physical Education, Shandong Normal University, Jinan, China
| | - Meng Ding
- College of Physical Education, Shandong Normal University, Jinan, China
| | - Yanan Zhou
- College of Physical Education, Shandong Normal University, Jinan, China
| | - Caijun Tian
- Department of Traditional Chinese Medicine Classics, University of Traditional Chinese Medicine, Jinan, China,*Correspondence: Caijun Tian
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10
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Liu YS, Barner JC, Rascati KL, Bhattacharjee S. Economic Burden of Chronic Comorbidities Among Community-Dwelling Older Adults With Dementia: A Propensity Score Matched National-Level Study. Alzheimer Dis Assoc Disord 2022; 36:244-252. [PMID: 35293380 DOI: 10.1097/wad.0000000000000504] [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: 08/27/2021] [Accepted: 02/14/2022] [Indexed: 11/27/2022]
Abstract
OBJECTIVE This study examined the extent to which chronic comorbidities contribute to excess health care expenditures between older adults with dementia and propensity score (PS)-matched nondementia controls. METHODS This was a retrospective, cross-sectional, PS-matched case (dementia): control (nondementia) study of older adults (65 y or above) using alternative years data from pooled 2005 to 2015 Medical Expenditure Panel Surveys (MEPS). Chronic comorbidities were identified based on Clinical Classifications System or ICD-9-CM codes. Ordinary least squares regression was utilized to quantify the impact of chronic comorbidities on the excess expenditures with logarithmic transformation. Expenditures were expressed as 2019 US dollars. All analyses accounted for the complex survey design of MEPS. RESULTS The mean yearly home health care expenditures were particularly higher among older adults with dementia and co-occurring anemia, eye disorders, hyperlipidemia, and hypertension compared with PS-matched controls. Ordinary least squares regression models revealed that home health care expenditures were 131% higher (β=0.837, P <0.001) among older adults with dementia compared with matched nondementia controls before adjusting for chronic comorbidities. When additionally adjusting for chronic comorbidities, the percentage increase, while still significant ( P <0.001) decreased from 131% to 102%. CONCLUSIONS The excess home health care expenditures were partially explained by chronic comorbidities among community-dwelling older adults with dementia.
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Affiliation(s)
- Yi-Shao Liu
- College of Pharmacy, The University of Texas at Austin, Austin, TX
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11
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Maffetone PB, Laursen PB. Rethinking COVID-19 and Beyond: Prevention, Remedies, and Recovery. Front Public Health 2022; 10:748498. [PMID: 35284402 PMCID: PMC8904369 DOI: 10.3389/fpubh.2022.748498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 01/14/2022] [Indexed: 11/13/2022] Open
Abstract
In a relatively short timeframe, millions of deaths and illnesses associated with COVID-19 have been reported, accompanied by substantial economic losses, and overall, negatively impacting society. This experience should serve as a wakeup call to those in public health and healthcare, along with politicians and citizens: COVID-19 is considered a predictable and preventable disaster. While various reactive responses to address the pandemic were implemented, some with adverse effects, proactive measures in the years before COVID-19 were neglected. Predominately this involved the development of a preventable overfat pandemic, which played a key role in both rising rates of chronic disease, the comorbidities that increase the risk for COVID-19, along with associated inflammation and malnutrition. This increased the risk of infection in billions of people worldwide, which, in essence, primed society for high rates of COVID-19 infection. Excess body fat evolves primarily from poor nutrition, particularly the overconsumption of sugar and other refined carbohydrates, which replace the vital nutrients needed for optimal immune function. Sugar and refined carbohydrates must be considered the new tobacco, as these foods are also devoid of nutrients, and underly inflammatory chronic diseases. A balanced diet of nutrient-dense wholefood must be emphasized to combat infectious and inflammatory diseases. Implementing proactive preventive lifestyle changes must begin now, starting with simple, safe, and inexpensive dietary modifications that can quickly lead to a healthier population.
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12
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Ning H, Du Y, Zhao Y, Liu Q, Li X, Zhang H, Jiang D, Feng H. Longitudinal impact of metabolic syndrome and depressive symptoms on subsequent functional disability among middle-aged and older adults in China. J Affect Disord 2022; 296:216-223. [PMID: 34614438 DOI: 10.1016/j.jad.2021.09.061] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 09/17/2021] [Accepted: 09/21/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Few studies examining the impact of metabolic syndrome and depressive symptoms on subsequent functional disability are available. OBJECTIVES To determine the impact of baseline metabolic syndrome and depressive symptoms on subsequent functional disability. METHODS This study used data from the 2011 baseline and 2013, 2015 and 2018 follow-up waves of the China Health and Retirement Longitudinal Study (CHARLS). Functional status was assessed by activities of daily living (ADLs) and instrumental ADLs (IADLs). Analyses were restricted to middle-aged and older adults (≥50 years) free of functional disability at baseline. Metabolic syndrome, depressive symptoms, and covariates were measured at baseline. New-onset ADL and IADL disability were obtained in follow-up measurements. Competitive risks based on survival analysis were conducted to examine the impact of baseline metabolic syndrome and depressive symptoms on subsequent functional disability after covariates were controlled. RESULTS Baseline depressive symptoms significantly predicted functional disability over a 7-year follow-up after adjusting for covariates (Hazard ratio [HR] = 1.54, 95% confidence intervals [CI] = 1.40-1.70 for ADL disability; HR=1.36, 95% CI=1.25-1.48 for IADL disability). Metabolic syndrome significantly predicted ADL disability (HR=1.25, 95% CI=1.14-1.38) but not IADL disability (HR=1.02, 95% CI=0.94-1.10). No significant additive interaction between metabolic syndrome and depressive symptoms on functional disability was found. CONCLUSION The current study found that baseline depressive symptoms were significantly associated with both ADL and IADL disabilities, while metabolic syndrome significantly predicted ADL disability. In addition, some indications showed that the effect in those with both conditions was greater than the sum of the effects separately.
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Affiliation(s)
- Hongting Ning
- Xiangya School of Nursing, Central South University. Changsha, Hunan, China
| | - Yan Du
- School of Nursing, University of Texas Health Science Center at San Antonio. San Antonio, TX, United States
| | - Yinan Zhao
- Xiangya School of Nursing, Central South University. Changsha, Hunan, China
| | - Qingcai Liu
- Xiangya School of Nursing, Central South University. Changsha, Hunan, China
| | - Xiaoyang Li
- Xiangya School of Nursing, Central South University. Changsha, Hunan, China
| | - Hongyu Zhang
- Xiangya School of Nursing, Central South University. Changsha, Hunan, China
| | - Dian Jiang
- Xiangya School of Nursing, Central South University. Changsha, Hunan, China
| | - Hui Feng
- Xiangya School of Nursing, Central South University. Changsha, Hunan, China; Xiangya-Oceanwide Health Management Research Institute, Central South University. Changsha, Hunan, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital of Central South University, Changsha, China.
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13
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Yokoyama R, Kanzaki Y, Watanabe T, Yamamura K, Komori T, Takeda Y, Nakajima O, Sohmiya K, Hoshiga M. Prevalence and Risk Factors of Silent Cerebral Microbleeds in Patients with Coronary Artery Disease. J Stroke Cerebrovasc Dis 2021; 31:106211. [PMID: 34823092 DOI: 10.1016/j.jstrokecerebrovasdis.2021.106211] [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: 05/29/2021] [Revised: 10/20/2021] [Accepted: 10/31/2021] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVES Cerebral microbleeds (CMBs), which can be detected by gradient-echo T2*-weighted magnetic resonance imaging (MRI), represent small chronic brain hemorrhages caused by structural abnormalities in cerebral small vessels. CMBs are known to be a potential predictor of future stroke, and are associated with age, various cardiovascular risk factors, cognitive impairment, and the use of antithrombotic drugs. Patients with coronary artery disease (CAD) are at potentially high risk of CMBs due to the presence of coexistent conditions. However, little is known about CMBs in patients with CAD. We aimed to identify the factors associated with the presence of CMBs among patients with CAD. METHODS We evaluated 356 consecutive patients [mean age, 72 ± 10 years; men = 276 (78%)] with angiographically proven CAD who underwent T2*-weighted brain MRI. The brain MRI was assessed by researchers blinded to the patients' clinical details. RESULTS CMBs were found in 128 (36%) patients. Among 356 patients, 119 (33%) had previously undergone percutaneous coronary intervention (PCI), and 26 (7%) coronary artery bypass grafting (CABG). There was no significant relationship between CMBs and sex, hypertension, dyslipidemia, diabetes mellitus, anticoagulation therapy, antiplatelet therapy, or prior PCI. CMBs were significantly associated with advanced age, previous CABG, eGFR, non-HDL cholesterol, carotid artery disease, long-term antiplatelet therapy, and long-term dual antiplatelet therapy (DAPT) using univariate logistic regression analysis. The multivariate logistic regression analysis showed that long-term antiplatelet therapy (odds ratio, 1.73; 95% CI, 1.06 - 2.84; P = 0.03) or long-term DAPT (odds ratio, 2.92; 95% CI, 1.39 - 6.17; P = 0.004) was significantly associated with CMBs after adjustment for confounding variables. CONCLUSIONS CMBs were frequently observed in patients with CAD and were significantly associated with long-term antiplatelet therapy, especially long-term DAPT.
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Affiliation(s)
- Ryo Yokoyama
- Departments of Cardiology, Osaka Medical and Pharmaceutical University, Japan; Department of Cardiology, Hirakata City Hospital
| | - Yumiko Kanzaki
- Departments of Cardiology, Osaka Medical and Pharmaceutical University, Japan.
| | - Tomohiko Watanabe
- Departments of Cardiology, Osaka Medical and Pharmaceutical University, Japan
| | - Kenichiro Yamamura
- Departments of Radiology, Osaka Medical and Pharmaceutical University, Japan
| | - Tsuyoshi Komori
- Departments of Radiology, Osaka Medical and Pharmaceutical University, Japan
| | - Yoshihiro Takeda
- Departments of Cardiology, Osaka Medical and Pharmaceutical University, Japan; Department of Cardiology, Hirakata City Hospital
| | | | - Koichi Sohmiya
- Departments of Cardiology, Osaka Medical and Pharmaceutical University, Japan
| | - Masaaki Hoshiga
- Departments of Cardiology, Osaka Medical and Pharmaceutical University, Japan
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Cui K, Song R, Xu H, Shang Y, Qi X, Buchman AS, Bennett DA, Xu W. Association of Cardiovascular Risk Burden With Risk and Progression of Disability: Mediating Role of Cardiovascular Disease and Cognitive Decline. J Am Heart Assoc 2020; 9:e017346. [PMID: 32869681 PMCID: PMC7726997 DOI: 10.1161/jaha.120.017346] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Cardiovascular risk burden has been linked to cardiovascular disease (CVD) and cognitive decline, but its association with disability is unclear. We aimed to examined the association of cardiovascular risk burden assessed by the Framingham general cardiovascular risk score (FGCRS) with the risk and progression of disability and estimated the extent to which CVD and cognitive decline mediate this association. Methods and Results A total of 1480 older adults with no disabilities (mean age=79.32±7.38 years) from the Rush Memory and Aging Project were followed for up to 21 years. FGCRS at baseline was calculated and categorized into tertiles. Disability was assessed annually with activities of daily living. The number of CVDs was calculated by summing up the CVD events. Global cognitive function was assessed annually with a battery of 19 tests. Data were analyzed using the Cox model, linear mixed effects model, and mediation analysis. At the end of the follow-up, 713 (48.2%) participants developed disability. Compared with the lowest tertile of the FGCRS, the multiadjusted hazards ratios of disability were 1.34 (95% CI, 1.11-1.62) for the highest tertile. In addition, the highest FGCRS was associated with a change in activities of daily living score over time (β=0.057; 95% CI, 0.021-0.093). The association between FGCRS and change in activities of daily living was 13.8% mediated by the accumulation of CVDs and 25.1% by cognitive decline, respectively. Conclusions Higher cardiovascular risk burden increased the risk of disability and accelerated its progression over time. CVD accumulation and cognitive decline may partially mediate the association.
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Affiliation(s)
- Kaiwang Cui
- Department of Epidemiology and BiostatisticsSchool of Public HealthTianjin Medical UniversityTianjinChina
- Tianjin Key Laboratory of Environment, Nutrition and Public HealthTianjinChina
- Center for International Collaborative Research on Environment, Nutrition and Public HealthTianjinChina
| | - Ruixue Song
- Department of Epidemiology and BiostatisticsSchool of Public HealthTianjin Medical UniversityTianjinChina
- Tianjin Key Laboratory of Environment, Nutrition and Public HealthTianjinChina
- Center for International Collaborative Research on Environment, Nutrition and Public HealthTianjinChina
| | - Hui Xu
- Department of Epidemiology and BiostatisticsSchool of Public HealthTianjin Medical UniversityTianjinChina
- Tianjin Key Laboratory of Environment, Nutrition and Public HealthTianjinChina
- Center for International Collaborative Research on Environment, Nutrition and Public HealthTianjinChina
| | - Ying Shang
- Department of Neurobiology, Care Sciences and SocietyKarolinska InstitutetStockholmSweden
| | - Xiuying Qi
- Department of Epidemiology and BiostatisticsSchool of Public HealthTianjin Medical UniversityTianjinChina
- Tianjin Key Laboratory of Environment, Nutrition and Public HealthTianjinChina
- Center for International Collaborative Research on Environment, Nutrition and Public HealthTianjinChina
| | - Aron S. Buchman
- Rush Alzheimer’s Disease CenterRush University Medical CenterChicagoIL
| | - David A. Bennett
- Rush Alzheimer’s Disease CenterRush University Medical CenterChicagoIL
| | - Weili Xu
- Department of Epidemiology and BiostatisticsSchool of Public HealthTianjin Medical UniversityTianjinChina
- Tianjin Key Laboratory of Environment, Nutrition and Public HealthTianjinChina
- Center for International Collaborative Research on Environment, Nutrition and Public HealthTianjinChina
- Department of Neurobiology, Care Sciences and SocietyKarolinska InstitutetStockholmSweden
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