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Yao S, Boudreau RM, Galvin A, Murabito JM, Honig LS, Perls TT, Christensen K, Newman AB. All-Cause Mortality and Cause-Specific Death in U.S. Long-Lived Siblings: Data From the Long Life Family Study. J Gerontol A Biol Sci Med Sci 2024; 79:glae190. [PMID: 39086360 PMCID: PMC11439495 DOI: 10.1093/gerona/glae190] [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: 02/15/2024] [Indexed: 08/02/2024] Open
Abstract
BACKGROUND This study compared the mortality risk of long-lived siblings with the U.S. population average and their spouse controls, and investigated the leading causes of death and the familial effect in death pattern. METHODS In the Long Life Family Study (LLFS), 1 264 proband siblings (mean age 90.1, standard deviation [SD] 6.4) and 172 spouses (83.8, 7.2) from 511 U.S.-based families were recruited and followed more than 12 years. Their survival function was compared with a birth cohort-, baseline age-, sex-, and race-matched pseudo sample from U.S. census data. To examine underlying and contributing causes, we examined in detail 338 deaths with complete death adjudication at the University of Pittsburgh Field Center through the year 2018. A familial effect on survival and death patterns was examined using mixed-effect models. RESULTS The LLFS siblings had better survival than the matched U.S. population average. They also had slightly but not significantly better survival than their spouses' (HR = 1.18 [95%CI 0.94-1.49]) after adjusting for age and sex. Age at death ranged from 75 to 104 years, mean 91.4. The leading causes of death were cardiovascular disease (33.1%), dementia (22.2%), and cancer (10.7%). Mixed effect model shows a significant random effect of family in survival, with adjustment of baseline age and sex. There was no significant familial effect in the underlying cause of death or conditions directly contributing to death among siblings recruited by the University of Pittsburgh Field Center. CONCLUSIONS Our findings demonstrate a higher survival in the LLFS siblings than the U.S. census data, with a familial component of survival. We did not find significant correspondence in causes of death between siblings within families.
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Affiliation(s)
- Shanshan Yao
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Robert M Boudreau
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Angéline Galvin
- Epidemiology, Biostatistics, and Biodemography, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Joanne M Murabito
- Section of General Internal Medicine, Department of Medicine, and the Framingham Heart Study, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Lawrence S Honig
- Department of Neurology, Sergievsky Center, Taub Institute, Columbia University, New York, New York, USA
| | - Thomas T Perls
- Geriatrics Section, Department of Medicine, Boston Medical Center and Boston University School of Medicine, Boston, Massachusetts, USA
| | - Kaare Christensen
- Epidemiology, Biostatistics, and Biodemography, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Anne B Newman
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Li Y, Jigeer G, Lv Y, Wang K, Peng Y, Sun L, Shi X, Gao X. Social isolation and likelihood of becoming centenarians: evidence from the Chinese longitudinal healthy longevity survey. BMC Geriatr 2024; 24:839. [PMID: 39407128 PMCID: PMC11476547 DOI: 10.1186/s12877-024-05417-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 09/27/2024] [Indexed: 10/20/2024] Open
Abstract
BACKGROUND Social isolation, defined as an individual's lack of social connections, is particularly prevalent among older adults. However, its association with health outcomes among the oldest-old population (aged 80 and above) was understudied. AIMS To examine the association between social isolation and the likelihood of becoming a centenarian among the oldest-old people in China, aiming to provide novel insights into promoting healthy aging and longevity. METHODS Using data from The Chinese Longitudinal Healthy Longevity Survey, conducted in 22 provinces in mainland China since 1998, we performed a community-based, prospective nested case-control study. The primary outcome was survival to the age of 100 by 2018 (the end of follow-up). Information on social isolation and other covariates was collected via a questionnaire at baseline. The degree of social isolation was categorized as low, moderate, and high. Included (n = 5,716) were 1,584 identified centenarians and 4,132 controls (deceased before reaching 100 years), matched by age, sex, and year of entry. A conditional logistic regression model was used to evaluate the association between social isolation and the likelihood of becoming a centenarian, adjusting for demographic factors, lifestyle factors, chronic disease, potential disability, optimistic attitude, and perceived loneliness. RESULTS Individuals with the highest social isolation score had lower odds of becoming centenarians (adjusted OR:0.82; 95% CI: 0.68, 0.98), relative to those with the least social isolation (P-value < 0.05), and this association persisted in sensitivity analyses. The association was more pronounced among ever smokers, compared to never smokers (P-value = 0.001). We did not observe significant interactions between social isolation and other covariates (P-value > 0.05 for all). CONCLUSIONS This study highlights the inverse association between social isolation and the likelihood of becoming a centenarian, emphasizing the need for public health initiatives to combat isolation in the older population.
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Affiliation(s)
- Yaqi Li
- Department of Nutrition and Food Hygiene, School of Public Health, Institute of Nutrition, Zhongshan Hospital, Fudan University, 130 Dongan Road, Shanghai, 200032, China
| | - Guliyeerke Jigeer
- Department of Nutrition and Food Hygiene, School of Public Health, Institute of Nutrition, Zhongshan Hospital, Fudan University, 130 Dongan Road, Shanghai, 200032, China
| | - Yuebin Lv
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| | - Kaiyue Wang
- Department of Nutrition and Food Hygiene, School of Public Health, Institute of Nutrition, Zhongshan Hospital, Fudan University, 130 Dongan Road, Shanghai, 200032, China
| | - Yinshun Peng
- Department of Nutrition and Food Hygiene, School of Public Health, Institute of Nutrition, Zhongshan Hospital, Fudan University, 130 Dongan Road, Shanghai, 200032, China
| | - Liang Sun
- Department of Nutrition and Food Hygiene, School of Public Health, Institute of Nutrition, Zhongshan Hospital, Fudan University, 130 Dongan Road, Shanghai, 200032, China
| | - Xiaoming Shi
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 102206, China.
| | - Xiang Gao
- Department of Nutrition and Food Hygiene, School of Public Health, Institute of Nutrition, Zhongshan Hospital, Fudan University, 130 Dongan Road, Shanghai, 200032, China.
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Zhang Y, Murata S, Schmidt-Mende K, Ebeling M, Modig K. Do people reach 100 by surviving, delaying, or avoiding diseases? A life course comparison of centenarians and non-centenarians from the same birth cohorts. GeroScience 2024:10.1007/s11357-024-01330-w. [PMID: 39212787 DOI: 10.1007/s11357-024-01330-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Accepted: 08/23/2024] [Indexed: 09/04/2024] Open
Abstract
Centenarians are perceived as pioneers of longevity, possessing the secrets to surpassing age 100. It remains unclear whether they achieve this by surviving, delaying, or avoiding diseases to a greater extent than their shorter-lived peers. This register-based study encompassed all individuals aged 60 and older, born between 1912 and 1922 in Stockholm County, Sweden (N = 170,787). Using historical data, individuals were prospectively followed from 1972 to 2022 and stratified by their age at death. Age-specific incidence rates and remaining lifetime risk from age 60 were calculated for stroke, myocardial infarction, hip fracture, and various cancers (including colorectal, breast, and prostate), and compared between those who survived to age 100 and their shorter-lived counterparts. Centenarians had lower age-specific incidence rates for almost all diseases and ages. Despite longer life spans, their lifetime risks for all diseases except hip fracture were lower than those of non-centenarians. This suggests that centenarians delay, and even avoid, many of the major age-related diseases rather than surviving them to a higher extent. The findings that centenarians not only exhibit lower disease rates at younger ages compared to their shorter-lived peers but throughout their lives challenge the notion that longer life span inevitably leads to higher disease rates or a simple shift of diseases to older ages.
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Affiliation(s)
- Yuge Zhang
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Box 210, 17177, Stockholm, Sweden.
| | - Shunsuke Murata
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Box 210, 17177, Stockholm, Sweden
| | - Katharina Schmidt-Mende
- Academic Primary Health Care Centre, Stockholm Region, Stockholm, Sweden
- Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Huddinge, Sweden
| | - Marcus Ebeling
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Box 210, 17177, Stockholm, Sweden
- Max Planck Institute for Demographic Research, Rostock, Germany
| | - Karin Modig
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Box 210, 17177, Stockholm, Sweden
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Zhang W, Li Z, Niu Y, Zhe F, Liu W, Fu S, Wang B, Jin X, Zhang J, Sun D, Li H, Luo Q, Zhao Y, Chen X, Chen Y. The biological age model for evaluating the degree of aging in centenarians. Arch Gerontol Geriatr 2024; 117:105175. [PMID: 37688921 DOI: 10.1016/j.archger.2023.105175] [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: 05/25/2023] [Revised: 08/11/2023] [Accepted: 08/30/2023] [Indexed: 09/11/2023]
Abstract
BACKGROUND Biological age (BA) has been used to assess individuals' aging conditions. However, few studies have evaluated BA models' applicability in centenarians. METHODS Important organ function examinations were performed in 1798 cases of the longevity population (80∼115 years old) in Hainan, China. Eighty indicators were selected that responded to nutritional status, cardiovascular function, liver and kidney function, bone metabolic function, endocrine system, hematological system, and immune system. BA models were constructed using multiple linear regression (MLR), principal component analysis (PCA), Klemera and Doubal method (KDM), random forest (RF), support vector machine (SVM), extreme gradient boosting (XGBoost), and light gradient boosting machine (lightGBM) methods. A tenfold crossover validated the efficacy of models. RESULTS A total of 1398 participants were enrolled, of whom centenarians accounted for 49.21%. Seven aging markers were obtained, including estimated glomerular filtration rate, albumin, pulse pressure, calf circumference, body surface area, fructosamine, and complement 4. Eight BA models were successfully constructed, namely MLR, PCA, KDM1, KDM2, RF, SVM, XGBoost and lightGBM, which had the worst R2 of 0.45 and the best R2 of 0.92. The best R2 for cross-validation was KDM2 (0.89), followed by PCA (0.62). CONCLUSION In this study, we successfully applied eight methods, including traditional methods and machine learning, to construct models of biological age, and the performance varied among the models.
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Affiliation(s)
- Weiguang Zhang
- Department of Nephrology, First Medical Center of Chinese PLA General Hospital, Nephrology Institute of the Chinese People's Liberation Army, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing Key Laboratory of Kidney Disease Research, Beijing, China
| | - Zhe Li
- Department of Nephrology, First Medical Center of Chinese PLA General Hospital, Nephrology Institute of the Chinese People's Liberation Army, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing Key Laboratory of Kidney Disease Research, Beijing, China; The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
| | - Yue Niu
- Department of Nephrology, First Medical Center of Chinese PLA General Hospital, Nephrology Institute of the Chinese People's Liberation Army, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing Key Laboratory of Kidney Disease Research, Beijing, China
| | - Feng Zhe
- Department of Nephrology, First Medical Center of Chinese PLA General Hospital, Nephrology Institute of the Chinese People's Liberation Army, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing Key Laboratory of Kidney Disease Research, Beijing, China
| | - Weicen Liu
- Department of Nephrology, First Medical Center of Chinese PLA General Hospital, Nephrology Institute of the Chinese People's Liberation Army, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing Key Laboratory of Kidney Disease Research, Beijing, China
| | - Shihui Fu
- Department of Nephrology, Hainan Hospital of Chinese PLA General Hospital, Hainan Academician Team Innovation Center, Sanya, China
| | - Bin Wang
- Department of Nephrology, Hainan Hospital of Chinese PLA General Hospital, Hainan Academician Team Innovation Center, Sanya, China
| | - Xinye Jin
- Department of Nephrology, Hainan Hospital of Chinese PLA General Hospital, Hainan Academician Team Innovation Center, Sanya, China
| | - Jie Zhang
- Department of Nephrology, Hainan Hospital of Chinese PLA General Hospital, Hainan Academician Team Innovation Center, Sanya, China
| | - Ding Sun
- Department of Nephrology, Hainan Hospital of Chinese PLA General Hospital, Hainan Academician Team Innovation Center, Sanya, China
| | - Hao Li
- Department of Nephrology, Hainan Hospital of Chinese PLA General Hospital, Hainan Academician Team Innovation Center, Sanya, China
| | - Qing Luo
- Department of Nephrology, Hainan Hospital of Chinese PLA General Hospital, Hainan Academician Team Innovation Center, Sanya, China
| | - Yali Zhao
- Department of Nephrology, Hainan Hospital of Chinese PLA General Hospital, Hainan Academician Team Innovation Center, Sanya, China.
| | - Xiangmei Chen
- Department of Nephrology, First Medical Center of Chinese PLA General Hospital, Nephrology Institute of the Chinese People's Liberation Army, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing Key Laboratory of Kidney Disease Research, Beijing, China.
| | - Yizhi Chen
- Department of Nephrology, First Medical Center of Chinese PLA General Hospital, Nephrology Institute of the Chinese People's Liberation Army, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing Key Laboratory of Kidney Disease Research, Beijing, China; Department of Nephrology, Hainan Hospital of Chinese PLA General Hospital, Hainan Academician Team Innovation Center, Sanya, China.
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Murata S, Meyer AC, Ebeling M, Modig K. Centenarians: who are they? A description of the total Swedish centenarian population in terms of living arrangements, health, and care utilization. Aging Clin Exp Res 2023; 35:2759-2767. [PMID: 37668844 PMCID: PMC10628024 DOI: 10.1007/s40520-023-02555-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 08/27/2023] [Indexed: 09/06/2023]
Abstract
BACKGROUND The global centenarian population has doubled each decade and is expected to continue growing. However, information regarding how they live, their health status, and care needs is limited. AIMS This study aims to describe the total Swedish centenarian population in terms of health status, living arrangements, and socio-demographic characteristics. METHODS This nationwide register-based study included all Swedish people reaching age 100 between 2013 and 2018. We analyzed their socio-demographic characteristics, living arrangements, number of prescribed drugs, and health status. Moreover, their care transitions from age 100 and two years forward were described. RESULTS Of 5,882 centenarians (80.7% women), only 15.0% lived at home without formal care and 24.5% cohabited on their 100th birthday. Men (22.7%) were more likely than women (13.2%) to live at home without care. Approximately half of the centenarians lived in care homes, with fewer men (41.0%) than women (54.0%). Around 66.6% had a child living within the 50 km range. Most (76.5%) had an income below the median for Swedish older adults. Almost none were free from drugs, and polypharmacy was common (65.3%). Over half had at least one morbidity. Two years later, only 4.3% lived at home without care, and 63.9% died. CONCLUSION Sweden's centenarian population is highly dependent on home care and care homes. Among the ones still living at home, the vast majority live alone and have low incomes. Strategies to manage health and social care demands of this growing population group in the coming decade are important.
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Affiliation(s)
- Shunsuke Murata
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Box 210, 17177, Stockholm, Sweden.
- Department of Preventive Medicine and Epidemiology, National Cerebral and Cardiovascular Center, Osaka, Japan.
| | - Anna C Meyer
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Box 210, 17177, Stockholm, Sweden
| | - Marcus Ebeling
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Box 210, 17177, Stockholm, Sweden
- Laboratory of Population Health, Max Planck Institute for Demographic Research, Rostock, Germany
| | - Karin Modig
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Box 210, 17177, Stockholm, Sweden
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van den Berg N, Rodríguez-Girondo M, van Dijk IK, Slagboom PE, Beekman M. Increasing number of long-lived ancestors marks a decade of healthspan extension and healthier metabolomics profiles. Nat Commun 2023; 14:4518. [PMID: 37500622 PMCID: PMC10374564 DOI: 10.1038/s41467-023-40245-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 07/10/2023] [Indexed: 07/29/2023] Open
Abstract
Globally, the lifespan of populations increases but the healthspan is lagging behind. Previous research showed that survival into extreme ages (longevity) clusters in families as illustrated by the increasing lifespan of study participants with each additional long-lived family member. Here we investigate whether the healthspan in such families follows a similar quantitative pattern using three-generational data from two databases, LLS (Netherlands), and SEDD (Sweden). We study healthspan in 2143 families containing index persons with 26 follow-up years and two ancestral generations, comprising 17,539 persons. Our results provide strong evidence that an increasing number of long-lived ancestors associates with up to a decade of healthspan extension. Further evidence indicates that members of long-lived families have a delayed onset of medication use, multimorbidity and, in mid-life, healthier metabolomic profiles than their partners. We conclude that both lifespan and healthspan are quantitatively linked to ancestral longevity, making family data invaluable to identify protective mechanisms of multimorbidity.
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Affiliation(s)
- Niels van den Berg
- Department of Biomedical Data Sciences, section of Molecular Epidemiology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, the Netherlands.
- Centre for Economic Demography, Department of Economic History, Lund University, Scheelevägen 15B, 223 63, Lund, Sweden.
| | - Mar Rodríguez-Girondo
- Department of Biomedical Data Sciences, section of Medical Statistics, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, the Netherlands
| | - Ingrid K van Dijk
- Centre for Economic Demography, Department of Economic History, Lund University, Scheelevägen 15B, 223 63, Lund, Sweden
| | - P Eline Slagboom
- Department of Biomedical Data Sciences, section of Molecular Epidemiology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, the Netherlands
- Max Planck Institute for Biology of Ageing, Joseph-Stelzmann-Str. 9b, D-50931, Cologne, Germany
| | - Marian Beekman
- Department of Biomedical Data Sciences, section of Molecular Epidemiology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, the Netherlands
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Li Z, Ding Z, Zhao P. Comparison of functional disabilities, place of death and end-of-life medical expenditures among centenarians and non-centenarians in China: a series of cross-sectional studies. BMC Geriatr 2023; 23:402. [PMID: 37391725 PMCID: PMC10311848 DOI: 10.1186/s12877-023-04111-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 06/15/2023] [Indexed: 07/02/2023] Open
Abstract
BACKGROUND Long-term and end-of-life (EOL) care for older adults has become a global concern due to extended longevity, which is generally accompanied by increased rates of disability. However, differences in the rates of disability in activities of daily living (ADLs), place of death and medical expenditures during the last year of life between centenarians and non-centenarians in China remain unknown. This study aims to fill this research gap to inform policy efforts for the capacity-building of long-term and EOL care for the oldest-old, especially for centenarians in China. METHODS Data from 20,228 decedents were derived from the 1998-2018 Chinese Longitudinal Healthy Longevity Survey. Weighted logistic and Tobit regression models were used to estimate differences in the prevalence of functional disability, rate of death in hospitals and EOL medical expenditures by age groups among oldest-old individuals. RESULTS Of the 20,228 samples, 12,537 oldest-old individuals were female (weighted, 58.6%, hereafter); 3,767 were octogenarians, 8,260 were nonagenarians, and 8,201 were centenarians. After controlling for other covariates, nonagenarians and centenarians experienced a greater prevalence of full dependence (average marginal differences [95% CI]: 2.7% [0%, 5.3%]; 3.8% [0.3%, 7.9%]) and partial dependence (6.9% [3.4%, 10.3%]; 15.1% [10.5%, 19.8%]) but a smaller prevalence of partial independence (-8.9% [-11.6%, -6.2%]; -16.0% [-19.1%, -12.8%]) in ADLs than octogenarians. Nonagenarians and centenarians were less likely to die in hospitals (-3.0% [-4.7%, -1.2%]; -4.3% [-6.3%, -2.2%]). Additionally, nonagenarians and centenarians reported more medical expenditures during the last year of life than octogenarians with no statistically significant differences. CONCLUSION The oldest-old experienced an increased prevalence of full and partial dependence in ADLs with increasing age and reported a decline in the prevalence of full independence. Compared with octogenarians, nonagenarians and centenarians were less likely to die in hospitals. Therefore, future policy efforts are warranted to optimise the service provision of long-term and EOL care by age patterns for the oldest-old population in China.
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Affiliation(s)
- Zhong Li
- School of Health Policy and Management, Nanjing Medical University, Nanjing, Jiangsu China
| | - Ziqin Ding
- The First School of Clinical Medicine, Nanjing Medical University, Nanjing, Jiangsu China
| | - Panpan Zhao
- The First Affiliated Hospital, Nanjing Medical University, Nanjing, Jiangsu China
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Boogaerts G, Loyd C, Zhang Y, Kennedy RE, Brown CJ. National Norms for the Elixhauser and Charlson Comorbidity Indexes Among Hospitalized Adults. J Gerontol A Biol Sci Med Sci 2023; 78:365-372. [PMID: 35426436 DOI: 10.1093/gerona/glac087] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Comorbidity burden is commonly measured among hospitalized adults, yet the U.S. national norms for 2 commonly used comorbidity indexes have not yet been reported. Thus, this study reports U.S. national norms for both Charlson Comorbidity Index (CCI) and the Elixhauser Comorbidity Index (ECI) among hospitalized adults based on age, biological sex, and race. METHODS A retrospective observational cohort study using data from the Agency of Healthcare Research and Quality U.S. National Inpatient Sample database for 2017. Patient data were extracted from 7 159 694 inpatient adults, and analyses were focused on individuals older than 45 years, yielding 4 370 225 patients. International Classification of Diseases, 10th Edition, diagnostic codes were used to calculate CCI and ECI scores. These scores were then weighted for the U.S. national population. RESULTS The weighted mean CCI was 1.22 (95% confidence interval [CI]: 1.22, 1.22), and the weighted mean ECI was 2.76 (95% CI: 2.76, 2.76). Both indexes had increasing average scores with increasing age, independent of sex and race (all p values < .001). CONCLUSION For the first time, U.S. national norms for the CCI and ECI are reported for adult inpatients. The norms can serve as a reference tool for determining if clinical and research populations have greater or lesser comorbidity burden than typical hospitalized adults in the United States for their age, sex, and race.
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Affiliation(s)
- Garner Boogaerts
- Department of Family Medicine, Halifax Health Medical Center, Daytona Beach, Florida, USA
| | - Christine Loyd
- Department of Clinical and Diagnostic Sciences, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Yue Zhang
- Department of Medicine, Division of Gerontology, Geriatrics, and Palliative Care, University of Alabama at Birmingham, Birmingham, Alabama
| | - Richard E Kennedy
- Department of Medicine, Division of Gerontology, Geriatrics, and Palliative Care, University of Alabama at Birmingham, Birmingham, Alabama
| | - Cynthia J Brown
- Department of Medicine, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
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Lu S, Shogo I, Feng Q, Yeung WJJ. Are centenarians successful agers? Evidence from China. J Am Geriatr Soc 2022; 71:1386-1394. [PMID: 36544384 DOI: 10.1111/jgs.18200] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 10/26/2022] [Accepted: 11/19/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND It is unclear to what degree centenarians are successful agers. We assess successful aging (SA) and its subtypes in a large Chinese sample. METHODS Based on a large national sample of 18,311 Chinese centenarians, we first estimated the prevalence of SA among centenarians, and then used the Latent Class Analysis to classify centenarians into different types based on the five dimensions of SA. Multinomial regression analysis was used to examine how demographic, socioeconomic, and lifestyle covariates are associated with these identified types. RESULTS 5.7% of centenarians fulfilled all five criteria of SA, and 1.3% failed all five criteria. The remainder could be classified into six types of SA. The regression analysis further revealed that these SA types were related to various social factors. For example, with timely access to medical care, centenarians were three times more likely to be successful agers. CONCLUSIONS Centenarians demonstrate substantial heterogeneity in terms of achieving five SA criteria. Social factors are found to be significantly associated with centenarians' aging performances. Specific subtypes of SA among centenarians may be associated with and help explore different underlying biological-environmental mechanisms of exceptional longevity.
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Affiliation(s)
- Siyao Lu
- Centre for Family and Population Research, National University of Singapore, Singapore, Singapore
| | - Ismail Shogo
- Centre for Family and Population Research, National University of Singapore, Singapore, Singapore
| | - Qiushi Feng
- Centre for Family and Population Research, National University of Singapore, Singapore, Singapore.,Department of Sociology and Anthropology, National University of Singapore, Singapore, Singapore
| | - Wei-Jun Jean Yeung
- Centre for Family and Population Research, National University of Singapore, Singapore, Singapore.,Department of Sociology and Anthropology, National University of Singapore, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
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Croize-Pourcelet C, Nouguerede E, Rey D, Daumas A, Gentile G, Villani P, Couderc AL. Geriatric syndromes in a centenarians population. Aging Clin Exp Res 2022; 34:3131-3136. [PMID: 36083575 PMCID: PMC9462066 DOI: 10.1007/s40520-022-02248-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 08/31/2022] [Indexed: 11/29/2022]
Abstract
Background Centenarians develop diseases later than younger populations. Aims Assessment of geriatric syndromes in centenarians living in Marseille in 2020. Methods Observational preliminary study describing centenarians living in the Marseille area, being part of the patients base of the general practitioners (GPs). Results Twenty-two centenarians were enrolled, including seventeen women (77.3%). Thirteen centenarians lived in nursing homes (NH) and nine in private housing (PH). All were dependent for daily living activities and 78.9% used walkers to get around. GPs consultations were exclusively home visits (in NH or PH). Centenarians living in NH presented more cognitive impairments, more comorbidities, and fewer hospitalizations during the past year compared to centenarians living in PH. Discussion Although centenarians represent a model of successful aging for society, all were dependent and had at least one geriatric syndrome. Conclusions Maintaining centenarians at home requires technical aids and intervention of several professional caregivers relying on family support.
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Affiliation(s)
- Cécile Croize-Pourcelet
- Internal Medicine, Geriatric and Therapeutic Unit, Marseille University Hospital (AP-HM), 270 Boulevard de Sainte Marguerite, 13009, Marseille, France
| | - Emilie Nouguerede
- Internal Medicine, Geriatric and Therapeutic Unit, Marseille University Hospital (AP-HM), 270 Boulevard de Sainte Marguerite, 13009, Marseille, France
| | - Dominique Rey
- Internal Medicine, Geriatric and Therapeutic Unit, Marseille University Hospital (AP-HM), 270 Boulevard de Sainte Marguerite, 13009, Marseille, France
| | - Aurélie Daumas
- Internal Medicine, Geriatric and Therapeutic Unit, Marseille University Hospital (AP-HM), 270 Boulevard de Sainte Marguerite, 13009, Marseille, France.,C2VN, INSERM 1263, INRAE 1260, Aix-Marseille Univ, Marseille, France
| | - Gaetan Gentile
- Department of General Practice, Aix-Marseille University, Marseille, France
| | - Patrick Villani
- Internal Medicine, Geriatric and Therapeutic Unit, Marseille University Hospital (AP-HM), 270 Boulevard de Sainte Marguerite, 13009, Marseille, France.,CNRS, EFS, ADES, Aix-Marseille Univ, Marseille, France
| | - Anne-Laure Couderc
- Internal Medicine, Geriatric and Therapeutic Unit, Marseille University Hospital (AP-HM), 270 Boulevard de Sainte Marguerite, 13009, Marseille, France. .,CNRS, EFS, ADES, Aix-Marseille Univ, Marseille, France.
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11
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Ioakeim-Skoufa I, Clerencia-Sierra M, Moreno-Juste A, Elías de Molins Peña C, Poblador-Plou B, Aza-Pascual-Salcedo M, González-Rubio F, Prados-Torres A, Gimeno-Miguel A. Multimorbidity Clusters in the Oldest Old: Results from the EpiChron Cohort. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:10180. [PMID: 36011814 PMCID: PMC9408216 DOI: 10.3390/ijerph191610180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/15/2022] [Accepted: 08/15/2022] [Indexed: 06/15/2023]
Abstract
Multimorbidity is challenging for both patients and healthcare systems due to its increasing prevalence and high impact on people's health and well-being. The risk of multimorbidity increases with age, but there is still more to discover regarding the clinical profile of the oldest old. In this study, we used information from the EpiChron Cohort Study to identify multimorbidity patterns in individuals who died during the period 2010-2019 at the ages of 80-89, 90-99, and ≥100. This cohort links the demographic, clinical, and drug dispensation information of public health system users in Aragón, Spain. We saw a significantly lower number of chronic diseases and drugs and a lower prevalence of polypharmacy in centenarians compared to those aged 80-99. K-means clustering revealed different multimorbidity clusters by sex and age group. We observed clusters of cardiovascular and metabolic diseases, obstructive pulmonary conditions, and neoplasms, amongst other profiles. One in three octogenarian women had a metabolic pattern (diabetes, dyslipidaemia, and other endocrine-metabolic disorders) with the highest number of diseases (up to seven) and prevalence of polypharmacy (64%). We observed clusters of dementia and genitourinary disorders in individuals on medication with anticholinergic activity. Our study offers an opportunity to better understand the urgency of adequately addressing multimorbidity in our older adults.
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Affiliation(s)
- Ignatios Ioakeim-Skoufa
- WHO Collaborating Centre for Drug Statistics Methodology, Department of Drug Statistics, Division of Health Data and Digitalisation, Norwegian Institute of Public Health, NO-0213 Oslo, Norway
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, ES-50009 Zaragoza, Spain
- Drug Utilization Work Group, Spanish Society of Family and Community Medicine (semFYC), ES-08009 Barcelona, Spain
| | - Mercedes Clerencia-Sierra
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, ES-50009 Zaragoza, Spain
- Aragon Health Service (SALUD), Miguel Servet University Hospital, ES-50009 Zaragoza, Spain
- Research Network on Health Services in Chronic Patients (REDISSEC), ISCIII, ES-28029 Madrid, Spain
- Research Network on Chronicity, Primary Care and Health Promotion (RICAPPS), ISCIII, ES-28029 Madrid, Spain
| | - Aida Moreno-Juste
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, ES-50009 Zaragoza, Spain
- Aragon Health Service (SALUD), Miguel Servet University Hospital, ES-50009 Zaragoza, Spain
- Research Network on Health Services in Chronic Patients (REDISSEC), ISCIII, ES-28029 Madrid, Spain
- Research Network on Chronicity, Primary Care and Health Promotion (RICAPPS), ISCIII, ES-28029 Madrid, Spain
| | | | - Beatriz Poblador-Plou
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, ES-50009 Zaragoza, Spain
- Research Network on Health Services in Chronic Patients (REDISSEC), ISCIII, ES-28029 Madrid, Spain
- Research Network on Chronicity, Primary Care and Health Promotion (RICAPPS), ISCIII, ES-28029 Madrid, Spain
| | - Mercedes Aza-Pascual-Salcedo
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, ES-50009 Zaragoza, Spain
- Research Network on Health Services in Chronic Patients (REDISSEC), ISCIII, ES-28029 Madrid, Spain
- Research Network on Chronicity, Primary Care and Health Promotion (RICAPPS), ISCIII, ES-28029 Madrid, Spain
- Primary Care Pharmacy Service Zaragoza III, Aragon Health Service (SALUD), ES-50017 Zaragoza, Spain
| | - Francisca González-Rubio
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, ES-50009 Zaragoza, Spain
- Drug Utilization Work Group, Spanish Society of Family and Community Medicine (semFYC), ES-08009 Barcelona, Spain
- Research Network on Health Services in Chronic Patients (REDISSEC), ISCIII, ES-28029 Madrid, Spain
| | - Alexandra Prados-Torres
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, ES-50009 Zaragoza, Spain
- Research Network on Health Services in Chronic Patients (REDISSEC), ISCIII, ES-28029 Madrid, Spain
- Research Network on Chronicity, Primary Care and Health Promotion (RICAPPS), ISCIII, ES-28029 Madrid, Spain
| | - Antonio Gimeno-Miguel
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, ES-50009 Zaragoza, Spain
- Research Network on Health Services in Chronic Patients (REDISSEC), ISCIII, ES-28029 Madrid, Spain
- Research Network on Chronicity, Primary Care and Health Promotion (RICAPPS), ISCIII, ES-28029 Madrid, Spain
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12
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Pancani S, Lombardi G, Sofi F, Gori AM, Boni R, Castagnoli C, Paperini A, Pasquini G, Vannetti F, Molino Lova R, Macchi C, Cecchi F. Predictors of Mortality in 433 Nonagenarians Inside the Mugello Study: A 10 Years Follow-Up Study. J Aging Health 2022; 34:1071-1080. [PMID: 35499248 DOI: 10.1177/08982643221091653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE to identify the predictors of mortality in a cohort of nonagenarians inside the "Mugello study" after 10 years follow-up. METHODS Information on sociodemographic data, cognitive and functional status, lifestyle, medical history, and drug use was collected from 433 non-selected participants aged 90-99 years, living in the Mugello area (Italy). Participants were followed over 10 years and their dates of death were retrieved from the municipal registers. Cox regression analysis was used to determine significant potential prognostic factors. RESULTS The mortality rate was 96.5%. Cox proportional hazards analysis showed that a lower cognitive status was significantly associated with higher mortality as well as a poorer functional status, a higher comorbidity, and a higher number of drugs consumption. DISCUSSION Impaired cognitive function, loss of functional independence, higher comorbidity, and higher drugs intake were the stronger predictors of mortality.
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Affiliation(s)
| | | | - Francesco Sofi
- 9360IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy.,Department of Experimental and Clinical Medicine, 9300University of Florence, Florence, Italy
| | - Anna Maria Gori
- Department of Experimental and Clinical Medicine, 9300University of Florence, Florence, Italy.,Atherothrombotic Unit, Careggi University Hospital, Florence, Italy
| | - Roberta Boni
- 9360IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | | | | | | | | | | | - Claudio Macchi
- 9360IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy.,Department of Experimental and Clinical Medicine, 9300University of Florence, Florence, Italy
| | - Francesca Cecchi
- 9360IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy.,Department of Experimental and Clinical Medicine, 9300University of Florence, Florence, Italy
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13
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Gellert P, Kohl R, Jürchott K, Hering C, Gangnus A, Steinhagen-Thiessen E, Kuhlmey A, Schwinger A. Centenarians from long-term care facilities and COVID-19-relevant hospital admissions. J Am Med Dir Assoc 2022; 23:1117-1118. [PMID: 35671838 PMCID: PMC9110539 DOI: 10.1016/j.jamda.2022.05.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 05/11/2022] [Accepted: 05/11/2022] [Indexed: 12/05/2022]
Affiliation(s)
- Paul Gellert
- Institute of Medical Sociology and Rehabilitation Science, Charité-Universitätsmedizin Berlin, Berlin, Germany.
| | - Raphael Kohl
- Institute of Medical Sociology and Rehabilitation Science, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | | | - Christian Hering
- Institute of Medical Sociology and Rehabilitation Science, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Annabell Gangnus
- Institute of Medical Sociology and Rehabilitation Science, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | | | - Adelheid Kuhlmey
- Institute of Medical Sociology and Rehabilitation Science, Charité-Universitätsmedizin Berlin, Berlin, Germany
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14
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Pancani S, Lombardi G, Sofi F, Gori AM, Boni R, Castagnoli C, Paperini A, Pasquini G, Vannetti F, Lova RM, Macchi C, Cecchi F. 12-month survival in nonagenarians inside the Mugello study: on the way to live a century. BMC Geriatr 2022; 22:194. [PMID: 35279074 PMCID: PMC8918304 DOI: 10.1186/s12877-022-02908-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 03/07/2022] [Indexed: 11/24/2022] Open
Abstract
Background Life expectancy has increased over the last century and a growing number of people is reaching age 90 years and over. However, data on nonagenarians’ health trends are scarce due to difficulties in investigating this specific population. This study aims to identify risk factors for one-year mortality in nonagenarians using data collected within the “Mugello Study”. Methods Complete information on sociodemographic data, cognitive and functional status, lifestyle, medical history, and drug use was collected from 433 nonagenarians, as well as information about survival after 1 year from the interview. Results The sample included 314 women (72.5%) and 119 men (27.5%) with a median age of 92 years (range 90-99 years). The mortality rate was 20.3% (88 deaths). After adjustment for age and sex, a significantly higher risk of dying within 12 months was observed in individuals with more severe cognitive impairment (HR = 5.011, p < 0.001), more severe disability in basic activities of daily living (HR = 4.193, p < 0.001), sedentary lifestyle (HR = 3.367, p < 0.001), higher number of drugs assumed (HR = 1.118, p = 0.031), and kidney dysfunction (HR = 2.609, p = 0.004). When all the variables were included in the analysis, only older age (HR = 1.079, p = 0.048), lower cognitive function (HR = 2.859, p = 0.015), sedentary lifestyle (HR = 2.030, p = 0.026), and kidney dysfunction (HR = 2.322, p = 0.018) remained significantly associated with reduced survival. Conclusions Data from the Mugello study support the hypothesis that survival at 12 months in nonagenarians is not a stochastic process and that older age, reduced cognitive function, sedentary lifestyle, and the presence of kidney dysfunction are associated with mortality. Supplementary Information The online version contains supplementary material available at 10.1186/s12877-022-02908-9.
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15
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Cezard G, McHale CT, Sullivan F, Bowles JKF, Keenan K. Studying trajectories of multimorbidity: a systematic scoping review of longitudinal approaches and evidence. BMJ Open 2021; 11:e048485. [PMID: 34810182 PMCID: PMC8609933 DOI: 10.1136/bmjopen-2020-048485] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 10/20/2021] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVES Multimorbidity-the co-occurrence of at least two chronic diseases in an individual-is an important public health challenge in ageing societies. The vast majority of multimorbidity research takes a cross-sectional approach, but longitudinal approaches to understanding multimorbidity are an emerging research area, being encouraged by multiple funders. To support development in this research area, the aim of this study is to scope the methodological approaches and substantive findings of studies that have investigated longitudinal multimorbidity trajectories. DESIGN We conducted a systematic search for relevant studies in four online databases (Medline, Scopus, Web of Science and Embase) in May 2020 using predefined search terms and inclusion and exclusion criteria. The search was complemented by searching reference lists of relevant papers. From the selected studies, we systematically extracted data on study methodology and findings and summarised them in a narrative synthesis. RESULTS We identified 35 studies investigating multimorbidity longitudinally, all published in the last decade, and predominantly in high-income countries from the Global North. Longitudinal approaches employed included constructing change variables, multilevel regression analysis (eg, growth curve modelling), longitudinal group-based methodologies (eg, latent class modelling), analysing disease transitions and visualisation techniques. Commonly identified risk factors for multimorbidity onset and progression were older age, higher socioeconomic and area-level deprivation, overweight and poorer health behaviours. CONCLUSION The nascent research area employs a diverse range of longitudinal approaches that characterise accumulation and disease combinations and to a lesser extent disease sequencing and progression. Gaps include understanding the long-term, life course determinants of different multimorbidity trajectories, and doing so across diverse populations, including those from low-income and middle-income countries. This can provide a detailed picture of morbidity development, with important implications from a clinical and intervention perspective.
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Affiliation(s)
- Genevieve Cezard
- School of Geography and Sustainable Development, University of St Andrews, St Andrews, UK
| | | | - Frank Sullivan
- School of Medicine, University of St Andrews, St Andrews, UK
| | | | - Katherine Keenan
- School of Geography and Sustainable Development, University of St Andrews, St Andrews, UK
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16
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Bai G, Szwajda A, Wang Y, Li X, Bower H, Karlsson IK, Johansson B, Dahl Aslan AK, Pedersen NL, Hägg S, Jylhävä J. Frailty trajectories in three longitudinal studies of aging: Is the level or the rate of change more predictive of mortality? Age Ageing 2021; 50:2174-2182. [PMID: 34120182 PMCID: PMC8581383 DOI: 10.1093/ageing/afab106] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND frailty shows an upward trajectory with age, and higher levels increase the risk of mortality. However, it is less known whether the shape of frailty trajectories differs by age at death or whether the rate of change in frailty is associated with mortality. OBJECTIVES to assess population frailty trajectories by age at death and to analyse whether the current level of the frailty index (FI) i.e. the most recent measurement or the person-specific rate of change is more predictive of mortality. METHODS 3,689 individuals from three population-based cohorts with up to 15 repeated measurements of the Rockwood frailty index were analysed. The FI trajectories were assessed by stratifying the sample into four age-at-death groups: <70, 70-80, 80-90 and >90 years. Generalised survival models were used in the survival analysis. RESULTS the FI trajectories by age at death showed that those who died at <70 years had a steadily increasing trajectory throughout the 40 years before death, whereas those who died at the oldest ages only accrued deficits from age ~75 onwards. Higher level of FI was independently associated with increased risk of mortality (hazard ratio 1.68, 95% confidence interval 1.47-1.91), whereas the rate of change was no longer significant after accounting for the current FI level. The effect of the FI level did not weaken with time elapsed since the last measurement. CONCLUSIONS Frailty trajectories differ as a function of age-at-death category. The current level of FI is a stronger marker for risk stratification than the rate of change.
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Affiliation(s)
- Ge Bai
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Agnieszka Szwajda
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Yunzhang Wang
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Xia Li
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Hannah Bower
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Ida K Karlsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- School of Health and Welfare, Institute of Gerontology and Aging Research Network—Jönköping (ARN-J), Jönköping University, Jönköping, Sweden
| | - Boo Johansson
- Department of Psychology, Centre for Ageing and Health (AgeCap), University of Gothenburg, Gothenburg, Sweden
| | - Anna K Dahl Aslan
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- School of Health Sciences, University of Skövde, Skövde, Sweden
| | - Nancy L Pedersen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Sara Hägg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Juulia Jylhävä
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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17
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Nakanishi Y, Tsugihashi Y, Akahane M, Noda T, Nishioka Y, Myojin T, Kubo S, Higashino T, Okuda N, Robine JM, Imamura T. Comparison of Japanese Centenarians' and Noncentenarians' Medical Expenditures in the Last Year of Life. JAMA Netw Open 2021; 4:e2131884. [PMID: 34739063 PMCID: PMC8571656 DOI: 10.1001/jamanetworkopen.2021.31884] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
IMPORTANCE Although research has shown that centenarians tend to experience shorter periods of serious illness compared with other age groups, few studies have focused on the medical expenditures of centenarians as a potential indicator of the scale of medical resources used in their last year of life. OBJECTIVE To compare Japanese centenarians' and noncentenarians' monthly medical expenditures during the year before death according to age and sex. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study used linked national health and long-term care insurance data collected from April 2013 to March 2018 in Nara Prefecture, Japan, for residents aged 75 years or older who were insured under the Medical Care System for older adults and died between April 2014 and March 2018. Data were analyzed from April 2013 to March 2018. EXPOSURES Age of 100 years or older (centenarians) vs 75 to 99 years (noncentenarians). MAIN OUTCOMES AND MEASURES The numbers of unique inpatients and outpatients and medical expenditures related to decedents' hospitalization and outpatient care were extracted and analyzed based on sex and age group. The Jonckheere-Terpstra test was used to identify trends in unadjusted medical expenditures by age group, and generalized estimating equations were used to estimate monthly median expenditures by age group with adjustment for comorbidity burden and functional status. RESULTS Of 34 317 patients aged 75 to 109 years (16 202 men [47.2%] and 18 115 women [52.8%]) who died between April 2014 and March 2018, 872 (2.5%) were aged 100 to 104 years (131 men [15.0%] and 741 women [85.0%]) and 78 (0.2%) were aged 105 to 109 years (fewer than 10 were men). The analysis of unadjusted medical expenditures in the last year of life showed a significant trend of lower expenditures for the older age groups; the median adjusted total expenditures during the 30 days before death by age group were $6784 (IQR, $4884-$9703) for ages 75 to 79 years, $5894 (IQR, $4292-$8536) for 80 to 84 years, $5069 (IQR, $3676-$7150) for 85 to 89 years, $4205 (IQR, $3085-$5914) for 90 to 94 years, $3522 (IQR, $2626-$4861) for 95 to 99 years, $2898 (IQR, $2241-$3835) for 100 to 104 years, and $2626 (IQR, $1938-$3527) for 105 to 109 years. The proportion of inpatients among all patients in the year before death also decreased with increasing age: 4311 of all 4551 patients aged 75 to 79 years (94.7%); 43 of all 78 patients aged 105 to 109 years (55.1%); 2831 of 2956 men aged 75 to 79 years (95.8%); 50.0% of men aged 105 to 109 years (the number is not reported owing to the small sample size); 1480 of 1595 women aged 75 to 79 years (92.8%); and 55.7% of women aged 105 to 109 years (the number of women is not reported to prevent back-calculation of the number of men). Specifically, 274 of 872 patients aged 100 to 104 years (31.4%) and 35 of 78 patients aged 105 to 109 years (44.9%) had not been admitted to a hospital in the year before death. CONCLUSIONS AND RELEVANCE This cohort study found that medical expenditures in the last year of life tended to be lower for centenarians than for noncentenarians aged 75 years or older in Japan. The proportion of inpatients also decreased with increasing age. These findings may inform future health care services coverage and policies for centenarians.
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Affiliation(s)
- Yasuhiro Nakanishi
- Department of Health and Welfare Services, National Institute of Public Health, Wako, Saitama, Japan
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Yukio Tsugihashi
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Manabu Akahane
- Department of Health and Welfare Services, National Institute of Public Health, Wako, Saitama, Japan
| | - Tatsuya Noda
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Yuichi Nishioka
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Tomoya Myojin
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Shinichiro Kubo
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Tsuneyuki Higashino
- Healthcare and Wellness Division, Mitsubishi Research Institute Inc, Chiyoda, Tokyo, Japan
| | - Naoko Okuda
- Japan Medical Association Research Institute, Tokyo, Japan
| | - Jean-Marie Robine
- Mécanismes Moléculaires Dans les Démences, École Pratique des Hautes Études, Institut National de la Santé et de la Recherche Médicale, University of Montpellier, Montpellier, France, and Paris Sciences & Lettres Research University, Montpellier, France
- Centre de Recherche Médecine, Sciences, Santé, Santé Mentale, Société, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Ecole des Hautes Études en Sciences Sociales, University of Paris, Paris, France
| | - Tomoaki Imamura
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
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18
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Simard M, Rahme E, Calfat AC, Sirois C. Multimorbidity measures from health administrative data using ICD system codes: A systematic review. Pharmacoepidemiol Drug Saf 2021; 31:1-12. [PMID: 34623723 DOI: 10.1002/pds.5368] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 09/08/2021] [Accepted: 10/04/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND We aimed to identify and characterize adult population-based multimorbidity measures using health administrative data and the International Classification of Diseases (ICD) codes for disease identification. METHODS We performed a narrative systematic review of studies using or describing development or validation of multimorbidity measures. We compared the number of diseases included in the measures, the process of data extraction (case definition) and the validation process. We assessed the methodological robustness using eight criteria, five based on general criteria for indicators (AIRE instrument) and three multimorbidity-specific criteria. RESULTS Twenty-two multimorbidity measures were identified. The number of diseases they included ranged from 5 to 84 (median = 20), with 19 measures including both physical and mental conditions. Diseases were identified using ICD codes extracted from inpatient and outpatient data (18/22) and sometimes including drug claims (10/22). The validation process relied mainly on the capacity of the measures to predict health outcome (5/22), or on the validation of each individual disease against a gold standard (8/22). Six multimorbidity measures met at least six of the eight robustness criteria assessed. CONCLUSION There is significant heterogeneity among the measures used to assess multimorbidity in administrative databases, and about a third are of low to moderate quality. A more consensual approach to the number of diseases or groups of diseases included in multimorbidity measures may improve comparison between regions, and potentially provide better control for multimorbidity-related confounding in studies.
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Affiliation(s)
- Marc Simard
- Quebec National Institute of Public Health, Quebec City, Québec, Canada.,Department of Social and Preventive Medicine, Faculty of Medicine, Laval University, Quebec City, Québec, Canada
| | - Elham Rahme
- Department of Medicine, Division of Clinical Epidemiology, McGill University, Montreal, Québec, Canada
| | - Alexandre Campeau Calfat
- Department of Social and Preventive Medicine, Faculty of Medicine, Laval University, Quebec City, Québec, Canada
| | - Caroline Sirois
- Quebec National Institute of Public Health, Quebec City, Québec, Canada.,Faculty of Pharmacy, Laval University, Quebec City, Québec, Canada.,Centre of Excellence on Aging of Quebec, VITAM Research Centre on Sustainable Health, Quebec City, Québec, Canada
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19
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Centenarians in nursing homes during the COVID-19 pandemic. Aging (Albany NY) 2021; 13:6247-6257. [PMID: 33653968 PMCID: PMC7993710 DOI: 10.18632/aging.202743] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 02/16/2021] [Indexed: 01/10/2023]
Abstract
Background: Centenarians are known to be successful agers compared to other older adults.Objective: The objective of the present study was to compare coronavirus disease (COVID-19) symptoms and outcomes in centenarians and other residents living in nursing homes. Design-Setting-Subjects-Methods: A retrospective multicenter cohort study was conducted using data from 15 nursing homes in the Marseille area. Older residents with confirmed COVID-19 between March and June 2020 were enrolled. The clinical and biological characteristics, the treatment measures, and the outcomes in residents living in these nursing homes were collected from the medical records. Results: A total of 321 residents were diagnosed with COVID-19 including 12 centenarians. The median age was 101 years in centenarians and 89 years in other residents. The most common symptoms were asthenia and fever. Three centenarians (25%) experienced a worsening of pre-existing depression (vs. 5.5% of younger residents; p = 0.032). Mortality was significantly higher in centenarians than in younger residents (50% vs. 21.3%, respectively; p = 0.031). A quarter of the younger residents and only one centenarian were hospitalized. However, 33.3% of the centenarians received treatment within the context of home hospitalization. Conclusion: Worsening of pre-existing depression seems to be more frequent in centenarians with COVID-19 in nursing homes. This population had a higher mortality rate but a lower hospitalization rate than younger residents.
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Orwoll ES, Wiedrick J, Nielson CM, Jacobs J, Baker ES, Piehowski P, Petyuk V, Gao Y, Shi T, Smith RD, Bauer DC, Cummings SR, Lapidus J. Proteomic assessment of serum biomarkers of longevity in older men. Aging Cell 2020; 19:e13253. [PMID: 33078901 PMCID: PMC7681066 DOI: 10.1111/acel.13253] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 06/30/2020] [Accepted: 08/30/2020] [Indexed: 12/28/2022] Open
Abstract
The biological bases of longevity are not well understood, and there are limited biomarkers for the prediction of long life. We used a high-throughput, discovery-based proteomics approach to identify serum peptides and proteins that were associated with the attainment of longevity in a longitudinal study of community-dwelling men age ≥65 years. Baseline serum in 1196 men were analyzed using liquid chromatography-ion mobility-mass spectrometry, and lifespan was determined during ~12 years of follow-up. Men who achieved longevity (≥90% expected survival) were compared to those who died earlier. Rigorous statistical methods that controlled for false positivity were utilized to identify 25 proteins that were associated with longevity. All these proteins were in lower abundance in long-lived men and included a variety involved in inflammation or complement activation. Lower levels of longevity-associated proteins were also associated with better health status, but as time to death shortened, levels of these proteins increased. Pathway analyses implicated a number of compounds as important upstream regulators of the proteins and implicated shared networks that underlie the observed associations with longevity. Overall, these results suggest that complex pathways, prominently including inflammation, are linked to the likelihood of attaining longevity. This work may serve to identify novel biomarkers for longevity and to understand the biology underlying lifespan.
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Affiliation(s)
| | | | | | - Jon Jacobs
- Biological Science Division Pacific Northwest National Laboratory Richland WA USA
| | - Erin S. Baker
- Department of Chemistry North Carolina State University Raleigh NC USA
| | - Paul Piehowski
- Biological Science Division Pacific Northwest National Laboratory Richland WA USA
| | - Vladislav Petyuk
- Biological Science Division Pacific Northwest National Laboratory Richland WA USA
| | - Yuqian Gao
- Biological Science Division Pacific Northwest National Laboratory Richland WA USA
| | - Tujin Shi
- Biological Science Division Pacific Northwest National Laboratory Richland WA USA
| | - Richard D. Smith
- Biological Science Division Pacific Northwest National Laboratory Richland WA USA
| | - Douglas C. Bauer
- Departments of Medicine and Epidemiology & Biostatistics University of California San Francisco CA USA
| | - Steven R. Cummings
- California Pacific Medical Center Research Institute San Francisco CA USA
| | - Jodi Lapidus
- Oregon Health & Science University Portland OR USA
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Johnson AA, Shokhirev MN, Wyss-Coray T, Lehallier B. Systematic review and analysis of human proteomics aging studies unveils a novel proteomic aging clock and identifies key processes that change with age. Ageing Res Rev 2020; 60:101070. [PMID: 32311500 DOI: 10.1016/j.arr.2020.101070] [Citation(s) in RCA: 92] [Impact Index Per Article: 18.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 03/23/2020] [Accepted: 04/07/2020] [Indexed: 12/14/2022]
Abstract
The development of clinical interventions that significantly improve human healthspan requires robust markers of biological age as well as thoughtful therapeutic targets. To promote these goals, we performed a systematic review and analysis of human aging and proteomics studies. The systematic review includes 36 different proteomics analyses, each of which identified proteins that significantly changed with age. We discovered 1,128 proteins that had been reported by at least two or more analyses and 32 proteins that had been reported by five or more analyses. Each of these 32 proteins has known connections relevant to aging and age-related disease. GDF15, for example, extends both lifespan and healthspan when overexpressed in mice and is additionally required for the anti-diabetic drug metformin to exert beneficial effects on body weight and energy balance. Bioinformatic enrichment analyses of our 1,128 commonly identified proteins heavily implicated processes relevant to inflammation, the extracellular matrix, and gene regulation. We additionally propose a novel proteomic aging clock comprised of proteins that were reported to change with age in plasma in three or more different studies. Using a large patient cohort comprised of 3,301 subjects (aged 18-76 years), we demonstrate that this clock is able to accurately predict human age.
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Marone S, Bloore K, Sebastiani P, Flynn C, Leonard B, Whitaker K, Mostowy M, Perls TT, Andersen SL. Purpose in Life Among Centenarian Offspring. J Gerontol B Psychol Sci Soc Sci 2020; 75:308-315. [PMID: 29522128 PMCID: PMC7179803 DOI: 10.1093/geronb/gby023] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Accepted: 03/05/2018] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVES Purpose in life (PIL), a feeling of meaning and direction in life, is associated with favorable health outcomes including lower mortality and reduced risk of disease, disability, and cognitive impairment. Since centenarian offspring have been shown to have long health spans we sought to examine whether they have higher PIL than individuals without familial longevity. METHOD We compared PIL scores from the Ryff Scales of Psychological Well-Being in centenarian offspring from the New England Centenarian Study (N = 361, mean age = 82.0 years) with 3 referent groups: spouses, birth cohort-matched referents, and Health and Retirement Study (HRS) participants. RESULTS Logistic regression analyses adjusted for age, sex, education, and marital status indicated greater odds of high PIL among centenarian offspring compared with spouse (adjusted odds ratio [aOR] = 1.92, 95% confidence interval [CI] = 1.002-3.68, p = .049) and birth cohort referents (aOR = 2.64, 95% CI = 1.36-5.14, p = .004). Offspring had an almost 3 times greater odds of having high PIL than HRS participants (odds ratio [OR] = 2.93, 95% CI = 2.17-3.96, p < .0001). DISCUSSION Higher PIL is associated with being an offspring of a long-lived parent and may play a role in the ability to delay age-associated illnesses and functional decline. Increasing purposefulness may be a target for interventions to promote healthy aging.
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Affiliation(s)
- Sarah Marone
- Boston University School of Medicine, Massachusetts
| | - Katherine Bloore
- Department of Biostatistics, Boston University School of Public Health, Massachusetts
| | - Paola Sebastiani
- Department of Biostatistics, Boston University School of Public Health, Massachusetts
| | - Christopher Flynn
- Geriatrics Section, Department of Medicine, Boston University School of Medicine & Boston Medical Center, Massachusetts
| | - Brittany Leonard
- Geriatrics Section, Department of Medicine, Boston University School of Medicine & Boston Medical Center, Massachusetts
| | - Kelsey Whitaker
- Geriatrics Section, Department of Medicine, Boston University School of Medicine & Boston Medical Center, Massachusetts
| | - Marilyn Mostowy
- Geriatrics Section, Department of Medicine, Boston University School of Medicine & Boston Medical Center, Massachusetts
| | - Thomas T Perls
- Geriatrics Section, Department of Medicine, Boston University School of Medicine & Boston Medical Center, Massachusetts
| | - Stacy L Andersen
- Geriatrics Section, Department of Medicine, Boston University School of Medicine & Boston Medical Center, Massachusetts
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Borras C, Ingles M, Mas-Bargues C, Dromant M, Sanz-Ros J, Román-Domínguez A, Gimeno-Mallench L, Gambini J, Viña J. Centenarians: An excellent example of resilience for successful ageing. Mech Ageing Dev 2019; 186:111199. [PMID: 31899226 DOI: 10.1016/j.mad.2019.111199] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Revised: 12/17/2019] [Accepted: 12/19/2019] [Indexed: 12/13/2022]
Abstract
Centenarians are remarkable not only because of their prolonged life, but also because they compress morbidity until the very last moments of their lives, thus being proposed as a model of successful, extraordinary ageing. From the medical viewpoint, centenarians do not escape the physiological decline or the age-related diseases or syndromes (i.e. frailty), but the rate of such processes is slow enough to be counterbalanced by their increased intrinsic capacity to respond to minor stresses of daily life (i.e. resilience). These new concepts are reviewed in this paper. Allostatic stresses lead to a chronic low-grade inflammation that has led to the proposal of the "inflammaging" theory of ageing and frailty. The biology of centenarians, described in this review, provides us with clues for intervention to promote healthy ageing in the general population. One of the major reasons for this healthy ageing has to do with the genetic signature that is specific for centenarians and certainly different from octogenarians who do not enjoy the extraordinary qualities of centenarians.
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Affiliation(s)
- C Borras
- Freshage Research Group, Department of Physiology, Faculty of Medicine, University of Valencia, CIBERFES-ISCIII, INCLIVA, Valencia, Spain.
| | - M Ingles
- Freshage Research Group, Department of Physiotherapy, Faculty of Physiotherapy, University of Valencia, CIBERFES-ISCIII, INCLIVA, Valencia, Spain
| | - C Mas-Bargues
- Freshage Research Group, Department of Physiology, Faculty of Medicine, University of Valencia, CIBERFES-ISCIII, INCLIVA, Valencia, Spain
| | - M Dromant
- Freshage Research Group, Department of Physiology, Faculty of Medicine, University of Valencia, CIBERFES-ISCIII, INCLIVA, Valencia, Spain
| | - J Sanz-Ros
- Freshage Research Group, Department of Physiology, Faculty of Medicine, University of Valencia, CIBERFES-ISCIII, INCLIVA, Valencia, Spain
| | - A Román-Domínguez
- Freshage Research Group, Department of Physiology, Faculty of Medicine, University of Valencia, CIBERFES-ISCIII, INCLIVA, Valencia, Spain
| | - L Gimeno-Mallench
- Freshage Research Group, Department of Physiology, Faculty of Medicine, University of Valencia, CIBERFES-ISCIII, INCLIVA, Valencia, Spain
| | - J Gambini
- Freshage Research Group, Department of Physiology, Faculty of Medicine, University of Valencia, CIBERFES-ISCIII, INCLIVA, Valencia, Spain
| | - J Viña
- Freshage Research Group, Department of Physiology, Faculty of Medicine, University of Valencia, CIBERFES-ISCIII, INCLIVA, Valencia, Spain
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Tindale LC, Salema D, Brooks-Wilson AR. 10-year follow-up of the Super-Seniors Study: compression of morbidity and genetic factors. BMC Geriatr 2019; 19:58. [PMID: 30819100 PMCID: PMC6394013 DOI: 10.1186/s12877-019-1080-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 02/19/2019] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Super-Seniors are healthy, long-lived individuals who were recruited at age 85 years or older with no history of cancer, cardiovascular disease, diabetes, dementia, or major pulmonary disease. In a 10-year follow-up, we aimed to determine whether surviving Super-Seniors showed compression of morbidity, and to test whether the allele frequencies of longevity-associated variants in APOE and FOXO3 were more extreme in such long-term survivors. METHODS Super-Seniors who survived and were contactable were re-interviewed 10 years after initial characterization. Health and lifestyle were characterized via questionnaire. Geriatric tests including the Timed Up and Go (TUG), Geriatric Depression Scale (GDS), Instrumental Activities of Daily Living (IADL) and the Mini-Mental State Exam (MMSE) were administered, and data were compared to results from on average 10 years earlier. As well, genotype and allele frequencies for SNPs rs7412 and rs429358 in APOE, and rs2802292 in FOXO3 were compared to the frequencies in the original collection of Super-Seniors and mid-life controls. RESULTS Of the 480 Super-Seniors recruited from 2004 to 2007, 13 were alive, contactable, and consented to re-interview (mean age = 100.1 ± 3.3). Eight of these 13 participants (62%) still met Super-Senior health criteria. Diseases that occurred in late life were cardiovascular (5 of 13; 38%) and lung disease (1 of 13; 8%). MMSE and IADL scores declined in the decade between interviews, and GDS and TUG scores increased. The surviving group of centenarians had a higher frequency of APOE and FOXO3 longevity-associated variants even when compared to the original long-lived Super-Senior cohort. CONCLUSIONS Although physical and mental decline occurred in the decade between interviews, the majority of Super-Seniors re-interviewed still met the original health criteria. These observations are consistent with reports of compression of morbidity at extreme ages, particularly in centenarians. The increased frequency of longevity- associated variants in this small group of survivors is consistent with studies that reported genetics as a larger contributor to longevity in older age groups.
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Affiliation(s)
- Lauren C. Tindale
- Canada’s Michael Smith Genome Sciences Centre, BC Cancer Research Centre, 675 West 10th Ave, Vancouver, BC V5Z 1L3 Canada
- Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC Canada
| | - Diane Salema
- Canada’s Michael Smith Genome Sciences Centre, BC Cancer Research Centre, 675 West 10th Ave, Vancouver, BC V5Z 1L3 Canada
| | - Angela R. Brooks-Wilson
- Canada’s Michael Smith Genome Sciences Centre, BC Cancer Research Centre, 675 West 10th Ave, Vancouver, BC V5Z 1L3 Canada
- Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC Canada
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Brandão D, Ribeiro O, Afonso RM, Paúl C. Regional differences in morbidity profiles and health care use in the oldest old: Findings from two Centenarian Studies in Portugal. Arch Gerontol Geriatr 2019; 82:139-146. [PMID: 30797992 DOI: 10.1016/j.archger.2019.02.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 10/16/2018] [Accepted: 02/16/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND The worldwide increase of human life expectancy and the rapid aging of the population will contribute to an increasing prevalence of chronic illness. Even so, individuals who reach very advanced ages often postpone or escape age-related diseases that are common causes of death. OBJECTIVE This article aims to examine health-related characteristics of two distinct samples of Portuguese centenarians (one predominantly rural - PR vs. one predominantly urban - PU), and explore potential dissimilarities in their morbidity profiles and use of health care services. METHODS A total of 241 centenarians were considered. Sociodemographic characteristics, health status, and use of health care services were assessed by semi-structured interviews with the centenarians and their proxies (family or formal caregiver). RESULTS A higher average of 4.80 self-reported illnesses (sd = 2.01) were found in the PU sample (vs. 2.96; sd = 1.77 in the PR sample); in overall the PR sample presented a better health condition with lower levels of physical and mental impairments, and a greater number of centenarians who did not succumb to the three most common lethal diseases (heart disease, non-skin cancer and stroke) in the elderly population (85.4% vs. 60% in the PU sample). CONCLUSIONS Portuguese centenarians experienced a substantial number of illnesses, but an overall better health status was found in centenarians from the PR area. By providing distinctive health-related profiles, our findings suggest the importance of contextual factors in shaping how very advanced ages may be achieved.
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Affiliation(s)
- Daniela Brandão
- Center for Health Technology and Services Research (CINTESIS), University of Porto, Porto, Portugal; Faculty of Medicine, University of Porto (FMUP-UP), Porto, Portugal
| | - Oscar Ribeiro
- Center for Health Technology and Services Research (CINTESIS), University of Porto, Porto, Portugal; Department of Education and Psychology, University of Aveiro (DEP.UA), Aveiro, Portugal.
| | - Rosa Marina Afonso
- Center for Health Technology and Services Research (CINTESIS), University of Porto, Porto, Portugal; Department of Psychology and Education, University of Beira Interior (UBI), Covilhã, Portugal
| | - Constança Paúl
- Center for Health Technology and Services Research (CINTESIS), University of Porto, Porto, Portugal; Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, Porto, Portugal
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Lower Prescription Rates in Centenarians with Heart Failure and Heart Failure and Kidney Disease Combined: Findings from a Longitudinal Cohort Study of Very Old Patients. Drugs Aging 2018; 35:907-916. [PMID: 30187290 DOI: 10.1007/s40266-018-0581-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
BACKGROUND Centenarians are considered as models of successful aging and represent a special group of patients. The aim of this study was to analyze heart failure epidemiology and treatment trajectories in centenarians compared to nonagenarians (90-99 years of age) and octogenarians (80-89 years of age) with heart failure and with heart failure and kidney disease combined. METHODS This cohort study used quarterly structured routine data from 1398 German insurants over 6 years prior to death (398 centenarians were compared with 500 nonagenarians and 500 octogenarians). Of those, 525 individuals were diagnosed with heart failure before death; 164 had heart failure and kidney disease combined. Generalized estimation equations were used to assess the association of diagnoses of heart failure and other diseases with medication prescriptions. RESULTS Across age groups, heart failure was significantly more prevalent in centenarians compared with octogenarians and nonagenarians. Prevalence of heart failure increased over time. Female sex [odds ratio (men) = 0.70, p = 0.024], kidney disease (odds ratio = 1.31, p < 0.001), and hypertension (odds ratio = 1.52, p < 0.001) were all associated with heart failure. Overall, heart failure treatment changed significantly over time with an increased prescription rate of loop diuretics and a decreased rate of renin-angiotensin-system inhibitors. Centenarians were significantly less likely to receive treatment with renin-angiotensin-system inhibitors, loop diuretics, or beta-blockers compared with nonagenarians and octogenarians. Furthermore, aldosterone inhibitors were seldom prescribed; If-channel and neprilysin inhibitors were not routinely used in our sample. For those with heart failure and kidney disease combined, our data revealed that the prevalence of kidney disease was lower in centenarians than in younger patients before death. However, differences in prescription rates across age groups were non-significant, although numerically large. Finally, half of the patients in all three age groups with heart failure and kidney disease received treatment with renin-angiotensin-system inhibitors; about two out of five patients received beta-blockers, while prescription rates of aldosterone inhibitors were low. CONCLUSIONS While heart failure prevalence shows a continuous increase with age, prescription rates are lower in centenarians, emphasizing the need for further studies considering the quality of care and outcomes in this patient population. Disease management programs and trials are needed to develop guidelines that address the medically challenging treatment for very old patients with comorbid heart failure and kidney disease.
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Gellert P, von Berenberg P, Zahn T, Neuwirth J, Kuhlmey A, Dräger D. Multimorbidity Profiles in German Centenarians: A Latent Class Analysis of Health Insurance Data. J Aging Health 2017; 31:580-594. [PMID: 29254430 DOI: 10.1177/0898264317737894] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
OBJECTIVES Multimorbidity in centenarians is common; although investigations of the prevalence of morbidity in centenarians are accumulating, research on profiles of co-occurrence of morbidities is still sparse. Our aim was to explore profiles of comorbidities in centenarians. METHOD Health insurance data from 1,121 centenarians comprising inpatient and outpatient diagnoses from the past 5 years (2009-2013) were analyzed using latent class analysis with adjustments for sex, age, hospitalization, and long-term care. RESULTS Four distinct comorbidity profiles emerged from the data: 36% of centenarians were categorized as "age-associated"; 18% had a variety of comorbidities but were not diabetic were labeled "multimorbid without diabetes"; 9% were labeled "multimorbid with diabetes"; and 36% "low morbidity." CONCLUSION Patterns of comorbidities describe the complexity of geriatric multimorbidity more appropriately than an approach focused on a single disease. The profiles described by this specific research may inform clinicians and health care planners for the oldest old.
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