1
|
Tirkkonen A, Mak JKL, Eriksson JG, Halonen P, Jylhävä J, Hägg S, Enroth L, Raitanen J, Hovatta I, Jääskeläinen T, Koskinen S, Haapanen MJ, von Bonsdorff MB, Kananen L. Predicting cardiovascular morbidity and mortality with SCORE2 (OP) and Framingham risk estimates in combination with indicators of biological ageing. Age Ageing 2025; 54:afaf075. [PMID: 40178198 PMCID: PMC11966606 DOI: 10.1093/ageing/afaf075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Indexed: 04/05/2025] Open
Abstract
BACKGROUND AND OBJECTIVE Previous research assessing whether biological ageing (BA) indicators can enhance the risk assessment of cardiovascular disease (CVD) outcomes beyond established CVD risk indicators, such as Framingham Risk Score (FRS) and Systematic Coronary Risk Evaluation (SCORE2)/SCORE2-Older Persons (OP), is scarce. We explored whether BA indicators, namely the Rockwood Frailty Index (FI) and leukocyte telomere length (TL), improve predictive accuracy of CVD outcomes beyond the traditional CVD risk indicators in general population of middle-aged and older CVD-free individuals. METHODS Data included 14 118 individuals from three population-based cohorts: TwinGene, Health 2000 (H2000), and the Helsinki Birth Cohort Study, grouped by baseline age (<70, 70+). The outcomes were incident CVD and CVD mortality with 10-year follow-up. Risk estimations were assessed using Cox regression and predictive accuracies with Harrell's C-index. RESULTS Across the three study cohorts and age groups: (i) a higher FI, but not TL, was associated with a higher occurrence of incident CVD (P < .05), (ii) also when considering simultaneously the baseline CVD risk according to FRS or SCORE2/SCORE2-OP (P < .05) (iii) adding FI to the FRS or SCORE2/SCORE2-OP model improved the predictive accuracy of incident CVD. Similar findings were seen for CVD mortality, but less consistently across the cohorts. CONCLUSIONS We show robust evidence that a higher FI value at baseline is associated with an increased risk of incident CVD in middle-aged and older CVD-free individuals, also when simultaneously considering the risk according to the FRS or SCORE2/SCORE2-OP. The FI improved the predictive accuracy of CVD outcomes beyond the traditional CVD risk indicators and demonstrated satisfactory predictive accuracy even when used independently.
Collapse
Affiliation(s)
- Anna Tirkkonen
- Faculty of Sport and Health Sciences and Gerontology Research Center, University of Jyväskylä, Jyväskylä, Finland
| | - Jonathan K L Mak
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Pharmacology and Pharmacy, The University of Hong Kong, Hong Kong, China
| | - Johan G Eriksson
- Folkhälsan Research Center, Public Health Programme, Helsinki, Finland
- Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Department of Obstetrics and Gynaecology and Human Potential Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Pauliina Halonen
- Faculty of Social Sciences (Health Sciences) and Gerontology Research Center, Tampere University, Tampere, Finland
- Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Juulia Jylhävä
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Faculty of Medicine and Health Technology and Gerontology Research Center, Tampere University, Tampere, Finland
- Tampere Institute for Advanced Study, Tampere, Finland
| | - Sara Hägg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Linda Enroth
- Faculty of Social Sciences (Health Sciences) and Gerontology Research Center, Tampere University, Tampere, Finland
| | - Jani Raitanen
- Faculty of Social Sciences (Health Sciences) and Gerontology Research Center, Tampere University, Tampere, Finland
- The UKK Institute for Health Promotion Research, Tampere, Finland
| | - Iiris Hovatta
- SleepWell Research Program and Department of Psychology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | | | - Seppo Koskinen
- Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Markus J Haapanen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Folkhälsan Research Center, Public Health Programme, Helsinki, Finland
- Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Mikaela B von Bonsdorff
- Faculty of Sport and Health Sciences and Gerontology Research Center, University of Jyväskylä, Jyväskylä, Finland
- Folkhälsan Research Center, Public Health Programme, Helsinki, Finland
| | - Laura Kananen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Faculty of Social Sciences (Health Sciences) and Gerontology Research Center, Tampere University, Tampere, Finland
- Department of Neurobiology, Care Sciences and Society (NVS), Karolinska Institute, Stockholm, Sweden
| |
Collapse
|
2
|
Qazi S, Seligman B, Preis SR, Rane M, Djousse L, Gagnon DR, Wilson PWF, Gaziano JM, Driver JA, Cho K, Orkaby AR. Measuring Frailty Using Self-Report or Automated Tools to Identify Risk of Cardiovascular Events and Mortality: The Million Veteran Program. J Am Heart Assoc 2024; 13:e033111. [PMID: 39158558 PMCID: PMC11963909 DOI: 10.1161/jaha.123.033111] [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: 01/23/2024] [Accepted: 06/14/2024] [Indexed: 08/20/2024]
Abstract
BACKGROUND Frailty, a syndrome of physiologic vulnerability, increases cardiovascular disease (CVD) risk. Whether in person or automated frailty tools are ideal for identifying CVD risk remains unclear. We calculated 3 distinct frailty scores and examined their associations with mortality and CVD events in the Million Veteran Program, a prospective cohort of nearly 1 million US veterans. METHODS AND RESULTS Veterans aged ≥50 years and enrolled from 2011 to 2018 were included. Two frailty indices (FI) based on the deficit accumulation theory were calculated: the questionnaire-based 36-item Million Veteran Program-FI and 31-item Veterans Affairs-FI using claims data. We calculated Fried physical frailty using the self-reported, 3-item Study of Osteoporotic Fractures. Multivariable-adjusted Cox models examined the association of frailty by each score with primary (all-cause and CVD mortality) and secondary (myocardial infarction, stroke, and heart failure) outcomes. In 190 688 veterans (69±9 years, 94% male, 85% White), 33, 233 (17%) all-cause and 10 115 (5%) CVD deaths occurred. Using Million Veteran Program-FI, 29% were robust, 42% pre-frail, and 29% frail. Frailty prevalence increased by age group (27% in 50-59 to 42% in ≥90 years). Using the Million Veteran Program-FI, over 6±2 years, frail veterans had a higher hazard of all-cause (hazard ratio [HR], 3.05 [95% CI, 2.95-3.16]) and CVD mortality (HR, 3.65 [95% CI, 3.43-3.90]). Findings were concordant for the Veterans Affairs-FI and Study of Osteoporotic Fractures frailty definitions, and remained significant even among younger veterans aged 50-59 years. CONCLUSIONS Irrespective of frailty measure, frailty is associated with a higher risk of all-cause mortality and adverse CVD events. Further study of frailty in veterans aged <60 years old is warranted.
Collapse
Affiliation(s)
- Saadia Qazi
- Division of AgingBrigham and Women’s Hospital and Harvard Medical SchoolBostonMAUSA
- Division of CardiologyBrigham and Women’s Hospital, Harvard Medical SchoolBostonMAUSA
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMAUSA
- New England GRECC, VA Boston Health Care SystemBostonMAUSA
| | - Benjamin Seligman
- Greater Los Angeles GRECC, VA Greater Los Angeles Health Care SystemLos AngelesCAUSA
- Division of Geriatric Medicine, Department of MedicineDavid Geffen School of Medicine at UCLALos AngelesCAUSA
| | - Sarah R. Preis
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMAUSA
- Department of BiostatisticsBoston University School of Public HealthBostonMAUSA
| | - Manas Rane
- Division of AgingBrigham and Women’s Hospital and Harvard Medical SchoolBostonMAUSA
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMAUSA
| | - Luc Djousse
- Division of AgingBrigham and Women’s Hospital and Harvard Medical SchoolBostonMAUSA
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMAUSA
| | - David R. Gagnon
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMAUSA
- Department of BiostatisticsBoston University School of Public HealthBostonMAUSA
| | - Peter W. F. Wilson
- Veterans Affairs Atlanta Healthcare SystemDecaturGAUSA
- Division of CardiologyEmory University School of MedicineAtlantaGAUSA
- Department of Epidemiology, Rollins School of Public HealthEmory UniversityAtlantaGAUSA
| | - J. Michael Gaziano
- Division of AgingBrigham and Women’s Hospital and Harvard Medical SchoolBostonMAUSA
- Division of CardiologyBrigham and Women’s Hospital, Harvard Medical SchoolBostonMAUSA
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMAUSA
| | - Jane A. Driver
- Division of AgingBrigham and Women’s Hospital and Harvard Medical SchoolBostonMAUSA
- New England GRECC, VA Boston Health Care SystemBostonMAUSA
| | - Kelly Cho
- Division of AgingBrigham and Women’s Hospital and Harvard Medical SchoolBostonMAUSA
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMAUSA
| | - Ariela R. Orkaby
- Division of AgingBrigham and Women’s Hospital and Harvard Medical SchoolBostonMAUSA
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMAUSA
- New England GRECC, VA Boston Health Care SystemBostonMAUSA
| | | |
Collapse
|
3
|
Pua YH, Terluin B, Tay L, Clark RA, Thumboo J, Tay EL, Mah SM, Ng YS. Using item response theory to estimate interpretation threshold values for the Frailty Index in community dwelling older adults. Arch Gerontol Geriatr 2024; 117:105280. [PMID: 38000095 DOI: 10.1016/j.archger.2023.105280] [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: 11/01/2023] [Revised: 11/10/2023] [Accepted: 11/17/2023] [Indexed: 11/26/2023]
Abstract
BACKGROUND Although the frailty index (FI) is designed as a continuous measure of frailty, thresholds are often needed to guide its interpretation. This study aimed to introduce and demonstrate the utility of an item response theory (IRT) method in estimating FI interpretation thresholds in community-dwelling adults and to compare them with cutoffs estimated using the receiver operating characteristics (ROC) method. METHODS A sample of 1,149 community-dwelling adults (mean[SD], 68[7] years) participated in this cross-sectional study. Participants completed a multi-domain geriatric screen from which the 40-item FI and 3 clinical anchors were computed - namely, (i)self-reported mobility limitations (SRML), (ii)"fair" or "poor" self-rated health (SRH), and (iii) restricted life-space mobility (RLSM). Participants were classified as having SRML-1 if they responded "Yes" to either of the 2 questions regarding walking and stair climbing difficulty and SRML-2 if they reported having walking and stair climbing difficulty. Participants with a Life Space Assessment score <60 points were classified as having RLSM. Threshold values for all anchor questions were estimated using the IRT method and ROC analysis with Youden criterion. RESULTS The proportions of participants with SRML-1, SRML-2, Fair/Poor SRH, and RLSM were 21 %, 8 %, 22 %, and 9 %, respectively. The IRT-based thresholds for SRML-2 (0.26), fair/poor SRH (0.29), and RLSM (0.32) were significantly higher than those for SRML-1 (0.18). ROC-based FI cutoffs were significantly lower than IRT-based values for SRML-2, SRH, and RLSM (0.12 to 0.17), and they varied minimally and non-systematically across the anchors. CONCLUSIONS The IRT method identifies biologically plausible FI thresholds that could meaningfully complement and contextualize existing thresholds for defining frailty.
Collapse
Affiliation(s)
- Yong-Hao Pua
- Department of Physiotherapy, Singapore General Hospital, Singapore; Medicine Academic Programme, Duke-NUS Graduate Medical School, Singapore.
| | - Berend Terluin
- Amsterdam Public Health research institute, Amsterdam, the Netherlands; Amsterdam UMC location Vrije Universiteit Amsterdam, Department of General Practice, Amsterdam, the Netherlands
| | - Laura Tay
- Department of General Medicine (Geriatric Medicine), Sengkang General Hospital, Singapore
| | - Ross Allan Clark
- School of Health and Behavioural Science, University of the Sunshine Coast, Sunshine Coast, Australia
| | - Julian Thumboo
- Medicine Academic Programme, Duke-NUS Graduate Medical School, Singapore; Department of Rheumatology and Immunology, Singapore General Hospital, Singapore; Health Services Research & Evaluation, SingHealth Office of Regional Health, Singapore
| | - Ee-Ling Tay
- Department of Physiotherapy, Sengkang General Hospital, Singapore
| | - Shi-Min Mah
- Department of Physiotherapy, Sengkang General Hospital, Singapore
| | - Yee-Sien Ng
- Geriatric Education and Research Institute, Singapore; Duke-NUS Medical School, Singapore; Department of Rehabilitation Medicine, Singapore General Hospital and Sengkang General Hospital, Singapore
| |
Collapse
|
4
|
Stolz E, Schultz A, Schüssler S, Mayerl H, Hoogendijk EO, Freidl W. Frailty predicts all-cause and cause-specific mortality among older adults in Austria: 8-year mortality follow-up of the Austrian Health Interview Survey (ATHIS 2014). BMC Geriatr 2024; 24:13. [PMID: 38172757 PMCID: PMC10765716 DOI: 10.1186/s12877-023-04633-3] [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: 08/31/2023] [Accepted: 12/22/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND The frailty index (FI) is an established predictor of all-cause mortality among older adults, but less is known with regard to cause-specific mortality, and whether the predictive power of the FI varies between men and women and by socio-economic position. METHODS We assessed all-cause and cause-specific mortality during 8 years of follow-up (median = 7 years) among the population-representative sample of older adults (65 + , n = 2,561) from the European Health Interview Survey in Austria (ATHIS 2014). A FI at baseline was constructed from 41 health deficits. Official cause of death information from Statistics Austria was linked with the survey data by the Austrian Micro Data Center (AMDC). Next to all-cause mortality, we differentiated between mortality from cardiovascular diseases (CVD), cancer, and other causes. Cox proportional hazard models adjusted for socio-demographic variables and causes of death as competing risks were used to assess mortality prediction. RESULTS Among the participants, 43.5% were robust (FI < 0.10), 37.7% pre-frail (FI = 0.10-0.21), and 18.7% were frail (FI > 0.21). 405 (15.8%) participants died during follow-up. Among the deceased, 148 (36.5%) died from CVD, 127 (31.4%) died from cancer, and 130 (32.1%) died from other causes of death. The FI predicted all-cause (hazard ratio, HR = 1.33 per 0.1 FI and HR = 2.4 for frail compared to robust older adults) and cause-specific mortality risk (HRCVD = 1.25/2.46, HRcancer = 1.19/1.47, HRother = 1.49/3.59). Area under the curve (AUC) values were acceptable for CVD mortality (0.78) and other causes of death (0.74), and poor for cancer mortality (0.64). CONCLUSIONS The FI predicts all-cause and cause-specific mortality (CVD, other causes) well, which points to its relevance as a potential screening tool for risk stratification among community-dwelling older adults.
Collapse
Affiliation(s)
- Erwin Stolz
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria.
| | - Anna Schultz
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria
| | - Sandra Schüssler
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria
| | - Hannes Mayerl
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria
| | - Emiel O Hoogendijk
- Department of Epidemiology & Data Science, Amsterdam Public Health Research Institute, Amsterdam UMC-Location VU University Medical Center, Amsterdam, the Netherlands
| | - Wolfgang Freidl
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria
| |
Collapse
|
5
|
Bersani FS, Canevelli M, Imperatori C, Barchielli B, Prevete E, Sciancalepore F, Vicinanza R, Maraone A, Salzillo M, Tarsitani L, Ferracuti S, Pasquini M, Bruno G. The Relationship of Frailty with Psychopathology, Childhood Traumas and Insecure Attachment in Young Adults: A Cross-Sectional Investigation. J Frailty Aging 2024; 13:448-455. [PMID: 39574266 DOI: 10.14283/jfa.2024.49] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
OBJECTIVE Reciprocal connections exist between mental health and physical health, and conditions of cellular senescence/advanced biological age have been observed in association with certain psychiatric diseases. However, the construct of frailty has only preliminarily been explored in young adults and in relation to psychopathology so far. In the present study we aimed at further elucidating the relationships linking psychopathological phenomena with physical diseases in a sample of young adults. METHODS The sample was made of 527 Italian young adults (age range: 18-34). Participants were assessed on clinical/socio-demographic information as well as on the following measures: an ad hoc designed Frailty Index (FI), the Brief Symptroms Inventory (BSI), the Relationship Questionnaire (RQ), and the Childhood Trauma Questionnaire (CTQ). RESULTS Individuals with clinically-relevant psychopathological symptoms (based on established BSI cut-off scores) showed significantly higher FI values than individuals without clinically-relevant psychopathological symptoms (p<0.001). Higher levels of childhood traumatic experiences and higher levels of insecure forms of attachment were significantly associated with higher FI scores. The severity of preoccupied attachment style was significantly independently associated with higher FI scores also when multiple confounding variables were controlled for. DISCUSSION Our findings provide novel pieces of insight on the complex relationship of frailty, conceptualized as a measure of deficit accumulation and an indicator of functional status and biological age, with psychopathology, childhood traumas and insecure attachment, with potential implications for the clinical management of young individuals.
Collapse
Affiliation(s)
- F S Bersani
- Francesco Saverio Bersani, Sapienza University of Rome: Universita degli Studi di Roma La Sapienza, E-Mail:
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
6
|
Demeester C, Robins D, Edwina AE, Tournoy J, Augustijns P, Ince I, Lehmann A, Vertzoni M, Schlender JF. Physiologically based pharmacokinetic (PBPK) modelling of oral drug absorption in older adults - an AGePOP review. Eur J Pharm Sci 2023; 188:106496. [PMID: 37329924 DOI: 10.1016/j.ejps.2023.106496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 06/06/2023] [Accepted: 06/14/2023] [Indexed: 06/19/2023]
Abstract
The older population consisting of persons aged 65 years or older is the fastest-growing population group and also the major consumer of pharmaceutical products. Due to the heterogenous ageing process, this age group shows high interindividual variability in the dose-exposure-response relationship and, thus, a prediction of drug safety and efficacy is challenging. Although physiologically based pharmacokinetic (PBPK) modelling is a well-established tool to inform and confirm drug dosing strategies during drug development for special population groups, age-related changes in absorption are poorly accounted for in current PBPK models. The purpose of this review is to summarise the current state-of-knowledge in terms of physiological changes with increasing age that can influence the oral absorption of dosage forms. The capacity of common PBPK platforms to incorporate these changes and describe the older population is also discussed, as well as the implications of extrinsic factors such as drug-drug interactions associated with polypharmacy on the model development process. The future potential of this field will rely on addressing the gaps identified in this article, which can subsequently supplement in-vitro and in-vivo data for more robust decision-making on the adequacy of the formulation for use in older adults and inform pharmacotherapy.
Collapse
Affiliation(s)
- Cleo Demeester
- Systems Pharmacology & Medicine, Pharmaceuticals, Bayer AG, Leverkusen 51373, Germany; Drug Delivery and Disposition, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Gasthuisberg O&N II, Leuven, Belgium
| | - Donnia Robins
- Global CMC Development, Merck KGaA, Frankfurter Straße 250, Darmstadt, Germany; Department of Pharmacy, School of Health Sciences, National and Kapodistrian University of Athens, Zografou, Greece
| | - Angela Elma Edwina
- Gerontology and Geriatrics Unit, Department of Public Health and Primary care, KU Leuven - University of Leuven, Leuven, Belgium
| | - Jos Tournoy
- Gerontology and Geriatrics Unit, Department of Public Health and Primary care, KU Leuven - University of Leuven, Leuven, Belgium; Department of Geriatric Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Patrick Augustijns
- Drug Delivery and Disposition, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Gasthuisberg O&N II, Leuven, Belgium
| | - Ibrahim Ince
- Systems Pharmacology & Medicine, Pharmaceuticals, Bayer AG, Leverkusen 51373, Germany
| | - Andreas Lehmann
- Global CMC Development, Merck KGaA, Frankfurter Straße 250, Darmstadt, Germany
| | - Maria Vertzoni
- Department of Pharmacy, School of Health Sciences, National and Kapodistrian University of Athens, Zografou, Greece
| | | |
Collapse
|
7
|
Ko D, Bostrom JA, Qazi S, Kramer DB, Kim DH, Orkaby AR. Frailty and Cardiovascular Mortality: A Narrative Review. Curr Cardiol Rep 2023; 25:249-259. [PMID: 36795307 PMCID: PMC10130976 DOI: 10.1007/s11886-023-01847-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/06/2023] [Indexed: 02/17/2023]
Abstract
PURPOSE OF REVIEW The goal of the narrative review is to provide an overview of the epidemiology of frailty in cardiovascular disease and cardiovascular mortality and discuss applications of frailty in cardiovascular care of older adults. RECENT FINDINGS Frailty is highly prevalent in older adults with cardiovascular disease and is a robust, independent predictor of cardiovascular death. There is a growing interest in using frailty to inform management of cardiovascular disease either through pre- or post-treatment prognostication or by delineating treatment heterogeneity in which frailty serves to distinguish patients with differential harms or benefits from a given therapy. Frailty can enable more individualized treatment in older adults with cardiovascular disease. Future studies are needed to standardize frailty assessment across cardiovascular trials and enable implementation of frailty assessment in cardiovascular clinical practice.
Collapse
Affiliation(s)
- Darae Ko
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA, USA
- Section of Cardiovascular Medicine, Boston Medical Center, Boston University School of Medicine, Boston, USA
| | - John A Bostrom
- Section of Cardiovascular Medicine, Boston Medical Center, Boston University School of Medicine, Boston, USA
| | - Saadia Qazi
- Department of Medicine, VA Boston Healthcare System, Boston, MA, USA
- Division of Cardiology, Brigham and Women's Hospital, Boston, MA, USA
- Division of Aging, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Daniel B Kramer
- Richart A. and Susan F. Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Dae Hyun Kim
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA, USA
- Division of Gerontology, Beth Israel Deaconess Medical Center, Harvard University, Boston, MA, USA
| | - Ariela R Orkaby
- Department of Medicine, VA Boston Healthcare System, Boston, MA, USA.
- Division of Aging, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA.
- New England GRECC (Geriatric Research, Education, and Clinical Center) VA Boston Healthcare System, 150 South Huntington, 02130, Boston, MA, USA.
| |
Collapse
|
8
|
Resting metabolic rate in relation to incident disability and mobility decline among older adults: the modifying role of frailty. Aging Clin Exp Res 2023; 35:591-598. [PMID: 36626043 DOI: 10.1007/s40520-022-02340-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 12/26/2022] [Indexed: 01/11/2023]
Abstract
BACKGROUND Alterations in resting metabolic rate (RMR), the largest component of daily total energy expenditure, with aging have been shown in various studies. However, little is known about the associations between RMR and health outcomes in later life. AIMS To analyze whether RMR is associated with incident disability and mobility decline in a 10-year longitudinal study, as well as the moderating role of frailty in these associations. METHODS Data from 298 older adults aged 70 and over from the Frailty and Dependence in Albacete (FRADEA) study in Spain were used, including a baseline measurement in 2007-2009 and a follow-up measurement 10 years later. RMR was measured by indirect calorimetry. Outcomes were incident disability in basic activities of daily living (BADL, Barthel Index), incident disability in instrumental ADL (IADL, Lawton index), and mobility decline (Functional Ambulation Categories scores). Fried's frailty phenotype was used as an indicator of frailty. Logistic regression analyses were conducted. RESULTS Fully adjusted and stratified analyses revealed that only in the pre-frail/frail group, a higher RMR was associated with a lower risk of incident BADL disability (OR = 0.47, 95% CI = 0.23-0.96, p = 0.037), incident IADL disability (OR = 0.39, 95% CI = 0.18-0.84, p = 0.017), and mobility decline (OR = 0.30, 95% CI = 0.14-0.64, p = 0.002). CONCLUSIONS To our knowledge, this is the first study looking at the associations between RMR and functional health using a longitudinal research design. The results suggest that RMR could be used as an early identifier of a specific resilient group within the pre-frail and frail older population, with a lower risk of further health decline.
Collapse
|
9
|
Hoogendijk EO, Schuster NA, van Tilburg TG, Schaap LA, Suanet B, De Breij S, Kok AA, Van Schoor NM, Timmermans EJ, de Jongh RT, Visser M, Huisman M. Longitudinal Aging Study Amsterdam COVID-19 exposure index: a cross-sectional analysis of the impact of the pandemic on daily functioning of older adults. BMJ Open 2022. [PMID: 36323473 DOI: 10.1136/bmjopen-2022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/26/2023] Open
Abstract
OBJECTIVES The aim of this study was to develop an index to measure older adults' exposure to the COVID-19 pandemic and to study its association with various domains of functioning. DESIGN Cross-sectional study. SETTING The Longitudinal Aging Study Amsterdam (LASA), a cohort study in the Netherlands. PARTICIPANTS Community-dwelling older adults aged 62-102 years (n=1089) who participated in the LASA COVID-19 study (June-September 2020), just after the first wave of the pandemic. PRIMARY OUTCOME MEASURES A 35-item COVID-19 exposure index with a score ranging between 0 and 1 was developed, including items that assess the extent to which the COVID-19 situation affected daily lives of older adults. Descriptive characteristics of the index were studied, stratified by several sociodemographic factors. Logistic regression analyses were performed to study associations between the exposure index and several indicators of functioning (functional limitations, anxiety, depression and loneliness). RESULTS The mean COVID-19 exposure index score was 0.20 (SD 0.10). Scores were relatively high among women and in the southern region of the Netherlands. In models adjusted for sociodemographic factors and prepandemic functioning (2018-2019), those with scores in the highest tertile of the exposure index were more likely to report functional limitations (OR: 2.24; 95% CI: 1.48 to 3.38), anxiety symptoms (OR: 3.14; 95% CI: 1.82 to 5.44), depressive symptoms (OR: 2.49; 95% CI: 1.55 to 4.00) and loneliness (OR: 2.97; 95% CI: 2.08 to 4.26) than those in the lowest tertile. CONCLUSIONS Among older adults in the Netherlands, higher exposure to the COVID-19 pandemic was associated with worse functioning in the physical, mental and social domain. The newly developed exposure index may be used to identify persons for whom targeted interventions are needed to maintain or improve functioning during the pandemic or postpandemic.
Collapse
Affiliation(s)
- Emiel O Hoogendijk
- Department of Epidemiology & Data Science, Amsterdam Public Health research institute, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Noah A Schuster
- Department of Epidemiology & Data Science, Amsterdam Public Health research institute, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Theo G van Tilburg
- Department of Sociology, Faculty of Social Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Laura A Schaap
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Bianca Suanet
- Department of Sociology, Faculty of Social Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Sascha De Breij
- Department of Epidemiology & Data Science, Amsterdam Public Health research institute, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Almar Al Kok
- Department of Epidemiology & Data Science, Amsterdam Public Health research institute, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Natasja M Van Schoor
- Department of Epidemiology & Data Science, Amsterdam Public Health research institute, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Erik J Timmermans
- Julius Center for Health Sciences and Primary Care, Utrecht University Medical Center, Utrecht, The Netherlands
| | - Renate T de Jongh
- Department of Internal Medicine, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Marjolein Visser
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Martijn Huisman
- Department of Epidemiology & Data Science, Amsterdam Public Health research institute, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
- Department of Sociology, Faculty of Social Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| |
Collapse
|
10
|
Hoogendijk EO, Schuster NA, van Tilburg TG, Schaap LA, Suanet B, De Breij S, Kok AA, Van Schoor NM, Timmermans EJ, de Jongh RT, Visser M, Huisman M. Longitudinal Aging Study Amsterdam COVID-19 exposure index: a cross-sectional analysis of the impact of the pandemic on daily functioning of older adults. BMJ Open 2022; 12:e061745. [PMID: 36323473 PMCID: PMC9638742 DOI: 10.1136/bmjopen-2022-061745] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
OBJECTIVES The aim of this study was to develop an index to measure older adults' exposure to the COVID-19 pandemic and to study its association with various domains of functioning. DESIGN Cross-sectional study. SETTING The Longitudinal Aging Study Amsterdam (LASA), a cohort study in the Netherlands. PARTICIPANTS Community-dwelling older adults aged 62-102 years (n=1089) who participated in the LASA COVID-19 study (June-September 2020), just after the first wave of the pandemic. PRIMARY OUTCOME MEASURES A 35-item COVID-19 exposure index with a score ranging between 0 and 1 was developed, including items that assess the extent to which the COVID-19 situation affected daily lives of older adults. Descriptive characteristics of the index were studied, stratified by several sociodemographic factors. Logistic regression analyses were performed to study associations between the exposure index and several indicators of functioning (functional limitations, anxiety, depression and loneliness). RESULTS The mean COVID-19 exposure index score was 0.20 (SD 0.10). Scores were relatively high among women and in the southern region of the Netherlands. In models adjusted for sociodemographic factors and prepandemic functioning (2018-2019), those with scores in the highest tertile of the exposure index were more likely to report functional limitations (OR: 2.24; 95% CI: 1.48 to 3.38), anxiety symptoms (OR: 3.14; 95% CI: 1.82 to 5.44), depressive symptoms (OR: 2.49; 95% CI: 1.55 to 4.00) and loneliness (OR: 2.97; 95% CI: 2.08 to 4.26) than those in the lowest tertile. CONCLUSIONS Among older adults in the Netherlands, higher exposure to the COVID-19 pandemic was associated with worse functioning in the physical, mental and social domain. The newly developed exposure index may be used to identify persons for whom targeted interventions are needed to maintain or improve functioning during the pandemic or postpandemic.
Collapse
Affiliation(s)
- Emiel O Hoogendijk
- Department of Epidemiology & Data Science, Amsterdam Public Health research institute, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Noah A Schuster
- Department of Epidemiology & Data Science, Amsterdam Public Health research institute, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Theo G van Tilburg
- Department of Sociology, Faculty of Social Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Laura A Schaap
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Bianca Suanet
- Department of Sociology, Faculty of Social Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Sascha De Breij
- Department of Epidemiology & Data Science, Amsterdam Public Health research institute, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Almar Al Kok
- Department of Epidemiology & Data Science, Amsterdam Public Health research institute, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Natasja M Van Schoor
- Department of Epidemiology & Data Science, Amsterdam Public Health research institute, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Erik J Timmermans
- Julius Center for Health Sciences and Primary Care, Utrecht University Medical Center, Utrecht, The Netherlands
| | - Renate T de Jongh
- Department of Internal Medicine, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Marjolein Visser
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Martijn Huisman
- Department of Epidemiology & Data Science, Amsterdam Public Health research institute, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
- Department of Sociology, Faculty of Social Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| |
Collapse
|
11
|
Peng Y, Zhong GC, Zhou X, Guan L, Zhou L. Frailty and risks of all-cause and cause-specific death in community-dwelling adults: a systematic review and meta-analysis. BMC Geriatr 2022; 22:725. [PMID: 36056319 PMCID: PMC9437382 DOI: 10.1186/s12877-022-03404-w] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Accepted: 08/22/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The associations of frailty with all-cause and cause-specific mortality remain unclear. Therefore, we performed this meta-analysis to fill this gap. METHODS We searched the PubMed and Embase databases through June 2022. Prospective cohort studies or clinical trials examining frailty were evaluated, and the multiple adjusted risk estimates of all-cause and cause-specific mortality, such as death from cardiovascular disease (CVD), cancer, respiratory illness, dementia, infection, and coronavirus disease 2019 (COVID-19), were included. A random effects model was used to calculate the summary hazard ratio (HR). RESULTS Fifty-eight studies were included for the qualitative systematic review, of which fifty-six studies were eligible for the quantitative meta-analysis, and the studies included a total of 1,852,951 individuals and more than 145,276 deaths. Compared with healthy adults, frail adults had a significantly higher risk of mortality from all causes (HR 2.40; 95% CI 2.17-2.65), CVD (HR 2.64; 95% CI 2.20-3.17), respiratory illness (HR 4.91; 95% CI 2.97-8.12), and cancer (HR 1.97; 95% CI 1.50-2.57). Similar results were found for the association between prefrail adults and mortality risk. In addition, based on the studies that have reported the HRs of the mortality risk per 0.1 and per 0.01 increase in the frailty index, we obtained consistent results. CONCLUSIONS The present study demonstrated that frailty was not only significantly related to an increased risk of all-cause mortality but was also a strong predictor of cause-specific mortality from CVD, cancer, and respiratory illness in community-dwelling adults. More studies are warranted to clarify the relationship between frailty and cause-specific mortality from dementia, infection, and COVID-19. TRIAL REGISTRATION PROSPERO (CRD42021276021).
Collapse
Affiliation(s)
- Yang Peng
- Geriatric Diseases Institute of Chengdu, Department of Geriatrics, Chengdu Fifth People's Hospital, Chengdu, 611137, China.
- The Second Clinical Medical College, Affiliated Fifth People's Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China.
| | - Guo-Chao Zhong
- Department of Hepatobiliary Surgery, the Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xiaoli Zhou
- Department of Laboratory Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
| | - Lijuan Guan
- Geriatric Diseases Institute of Chengdu, Department of Geriatrics, Chengdu Fifth People's Hospital, Chengdu, 611137, China
- The Second Clinical Medical College, Affiliated Fifth People's Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| | - Lihua Zhou
- Geriatric Diseases Institute of Chengdu, Department of Geriatrics, Chengdu Fifth People's Hospital, Chengdu, 611137, China
- The Second Clinical Medical College, Affiliated Fifth People's Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| |
Collapse
|
12
|
Kim Y, Song K, Kang CM, Lee H. Impact of preoperative laboratory frailty index on mortality and clinical outcomes in older surgical patients with cancer. Sci Rep 2022; 12:9200. [PMID: 35654943 PMCID: PMC9163125 DOI: 10.1038/s41598-022-13426-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 05/05/2022] [Indexed: 11/09/2022] Open
Abstract
Frailty in older patients is associated with poor postoperative outcomes. The use of uncomplicated frailty measurement tools is preferred in busy clinical settings. Therefore, we validated the frailty index using routine laboratory data and the surgical outcomes of older patients with cancer who underwent cancer resection. We retrospectively analyzed 9015 patients aged 65 years and older who underwent cancer resection at a single tertiary hospital. Based on electronic-medical-record data regarding preoperative blood test results and vital signs, Laboratory Frailty Index (FI-Lab) scores were generated to measure preoperative frailty. The associations of FI-Lab with postoperative length of stay (LOS), readmission within 30 days, intensive care unit (ICU) admission within 30 days, and mortality were evaluated. The mean FI-Lab score of the 9015 patients was 0.20 ± 0.10. Increased FI-Lab scores (0.25–0.4; > 0.4) were associated with longer LOS, increased readmission within 30 days of surgery, ICU admission, and increased mortality, compared with FI-Lab scores < 0.25. The FI-Lab score, as a frailty indicator, was able to predict the risk of poor postoperative outcomes. Therefore, the FI-Lab is a potentially useful tool for assessing preoperative frailty in older patients with cancer in acute clinical setting.
Collapse
Affiliation(s)
- Yoonjoo Kim
- Department of Nursing, Graduate School, Yonsei University, Seoul, South Korea.,Department of Nursing, College of Healthcare Sciences, Far East University, Eumseong-gun, Chungcheongbuk-do, South Korea
| | - Kijun Song
- Mo-Im Kim Nursing Research Institute, College of Nursing, Yonsei University, Seoul, South Korea
| | - Chang Moo Kang
- Division of HBP Surgery, Department of Surgery, Yonsei University College of Medicine, Seoul, South Korea.,Pancreatobiliary Cancer Center, Yonsei Cancer Center, Severance Hospital, Seoul, South Korea
| | - Hyangkyu Lee
- Mo-Im Kim Nursing Research Institute, College of Nursing, Yonsei University, Seoul, South Korea.
| |
Collapse
|
13
|
Baek W, Min A. Frailty index and gender-specific mortality in Korean adults: Findings from the Korean Longitudinal Study of Aging (2006-2018). J Adv Nurs 2022; 78:2397-2407. [PMID: 35128707 DOI: 10.1111/jan.15168] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 11/19/2021] [Accepted: 01/12/2022] [Indexed: 11/30/2022]
Abstract
AIMS To examine the predictive ability of the frailty index in estimating gender-specific mortality in a population of Korean adults. DESIGN A descriptive and prospective longitudinal design. METHODS Data were used from the Korean Longitudinal Study of Aging conducted from 2006 through 2018. A total of 10,254 adults aged 45-98 years at baseline were included. A 41-item deficit accumulation frailty index was measured, based on multi-domain assessment such as self-rating of health, physical condition, mental status, cognitive function, activities of daily living, instrumental activities of daily living and chronic conditions. We categorized the frailty index into robust (≤0.10), prefrail (0.10-0.25) and frail (≥0.25). Cox's proportional hazards regression analysis was employed to determine the association between the frailty index and all-cause mortality. RESULTS A total of 4705 individuals (45.9%) were categorized as robust, 4178 (40.7%) as prefrail and 1371 (13.4%) as frail. The frailty index increased with age, and females were found to have a higher frailty index than males. The survival probabilities were significantly lower in older adults (aged ≥65) compared with adults and significantly lower in males compared with females. Compared with the robust group, the risk of mortality in the prefrail and frail groups was 1.37 and 2.57 times higher, respectively. The association between frailty status and all-cause mortality was similar in adults and older adults, while the hazard ratios were higher in frail group of males than that of females. CONCLUSION The frailty index had a predictive ability for all-cause mortality with respect to age and sex. IMPACT Using a frailty index among community-dwelling adults could be beneficial to support healthcare providers in early detection of individuals with frailty and facilitate the development of more effective interventions for reducing mortality.
Collapse
Affiliation(s)
- Wonhee Baek
- College of Nursing, Gyeongsang National University, Jinju-si, Gyeongsangnam-do, South Korea
| | - Ari Min
- Department of Nursing, Chung-Ang University, Seoul, South Korea
| |
Collapse
|
14
|
Jenkins ND, Hoogendijk EO, Armstrong JJ, Lewis NA, Ranson JM, Rijnhart JJM, Ahmed T, Ghachem A, Mullin DS, Ntanasi E, Welstead M, Auais M, Bennett DA, Bandinelli S, Cesari M, Ferrucci L, French SD, Huisman M, Llewellyn DJ, Scarmeas N, Piccinin AM, Hofer SM, Muniz-Terrera G. Trajectories of Frailty With Aging: Coordinated Analysis of Five Longitudinal Studies. Innov Aging 2022; 6:igab059. [PMID: 35233470 PMCID: PMC8882228 DOI: 10.1093/geroni/igab059] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND AND OBJECTIVES There is an urgent need to better understand frailty and its predisposing factors. Although numerous cross-sectional studies have identified various risk and protective factors of frailty, there is a limited understanding of longitudinal frailty progression. Furthermore, discrepancies in the methodologies of these studies hamper comparability of results. Here, we use a coordinated analytical approach in 5 independent cohorts to evaluate longitudinal trajectories of frailty and the effect of 3 previously identified critical risk factors: sex, age, and education. RESEARCH DESIGN AND METHODS We derived a frailty index (FI) for 5 cohorts based on the accumulation of deficits approach. Four linear and quadratic growth curve models were fit in each cohort independently. Models were adjusted for sex/gender, age, years of education, and a sex/gender-by-age interaction term. RESULTS Models describing linear progression of frailty best fit the data. Annual increases in FI ranged from 0.002 in the Invecchiare in Chianti cohort to 0.009 in the Longitudinal Aging Study Amsterdam (LASA). Women had consistently higher levels of frailty than men in all cohorts, ranging from an increase in the mean FI in women from 0.014 in the Health and Retirement Study cohort to 0.046 in the LASA cohort. However, the associations between sex/gender and rate of frailty progression were mixed. There was significant heterogeneity in within-person trajectories of frailty about the mean curves. DISCUSSION AND IMPLICATIONS Our findings of linear longitudinal increases in frailty highlight important avenues for future research. Specifically, we encourage further research to identify potential effect modifiers or groups that would benefit from targeted or personalized interventions.
Collapse
Affiliation(s)
- Natalie D Jenkins
- Edinburgh Dementia Prevention, University of Edinburgh, Edinburgh, UK
| | - Emiel O Hoogendijk
- Department of Epidemiology & Data Science, Amsterdam Public Health Research Institute, Amsterdam UMC–Location VU University Medical Center, Amsterdam, The Netherlands
| | - Joshua J Armstrong
- Department of Health Sciences, Lakehead University, Thunder Bay, Ontario, Canada
| | - Nathan A Lewis
- Department of Psychology, University of Victoria, Victoria, British Columbia, Canada
| | - Janice M Ranson
- College of Medicine and Health, University of Exeter, Exeter, UK
| | - Judith J M Rijnhart
- Department of Epidemiology & Data Science, Amsterdam Public Health Research Institute, Amsterdam UMC–Location VU University Medical Center, Amsterdam, The Netherlands
| | - Tamer Ahmed
- School of Rehabilitation Therapy, Queen’s University, Kingston, Ontario, Canada
| | - Ahmed Ghachem
- Research Centre on Aging, University of Sherbrooke, Sherbrooke, Québec, Canada
| | - Donncha S Mullin
- Lothian Birth Cohorts, University of Edinburgh, Edinburgh, UK,Division of Psychiatry, University of Edinburgh, Edinburgh, UK
| | - Eva Ntanasi
- Department of Neurology, Aiginition Hospital, National and Kapodistrian University of Athens Medical School, Athens, Greece
| | - Miles Welstead
- Edinburgh Dementia Prevention, University of Edinburgh, Edinburgh, UK,Lothian Birth Cohorts, University of Edinburgh, Edinburgh, UK
| | - Mohammad Auais
- School of Rehabilitation Therapy, Queen’s University, Kingston, Ontario, Canada
| | - David A Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
| | | | - Matteo Cesari
- IRCCS Istututi Clinici Scientifici Maugeri, University of Milan, Milan, Italy
| | | | - Simon D French
- Department of Chiropractic, Macquarie University, Sydney, Australia
| | - Martijn Huisman
- Department of Epidemiology & Data Science, Amsterdam Public Health Research Institute, Amsterdam UMC–Location VU University Medical Center, Amsterdam, The Netherlands
| | - David J Llewellyn
- College of Medicine and Health, University of Exeter, Exeter, UK,Alan Turing Institute, London, UK
| | - Nikolaos Scarmeas
- Department of Neurology, Aiginition Hospital, National and Kapodistrian University of Athens Medical School, Athens, Greece,Department of Neurology, Columbia University, New York City, New York, USA
| | - Andrea M Piccinin
- Department of Psychology, University of Victoria, Victoria, British Columbia, Canada
| | - Scott M Hofer
- Department of Psychology, University of Victoria, Victoria, British Columbia, Canada
| | - Graciela Muniz-Terrera
- Edinburgh Dementia Prevention, University of Edinburgh, Edinburgh, UK,Address correspondence to: Graciela Muniz-Terrera, PhD, Edinburgh Dementia Prevention, University of Edinburgh, Outpatients Department, Level 2, Western General Hospital, Crewe Road South, Edinburgh EH4 2XU, UK. E-mail:
| |
Collapse
|
15
|
Canevelli M, Bersani FS, Sciancalepore F, Salzillo M, Cesari M, Tarsitani L, Pasquini M, Ferracuti S, Biondi M, Bruno G. Frailty in Caregivers and Its Relationship with Psychological Stress and Resilience: A Cross-SectionalStudy Based on the Deficit Accumulation Model. J Frailty Aging 2022; 11:59-66. [PMID: 35122092 DOI: 10.14283/jfa.2021.29] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
BACKGROUND Studies increasingly suggest that chronic exposure to psychological stress can lead to health deterioration and accelerated ageing, thus possibly contributing to the development of frailty. Recent approaches based on the deficit accumulation model measure frailty on a continuous grading through the "Frailty Index" (FI), i.e. a macroscopic indicator of biological senescence and functional status. OBJECTIVES The study aimed at testing the relationship of FI with caregiving, psychological stress, and psychological resilience. DESIGN Cross-sectional study, with case-control and correlational analyses. PARTICIPANTS Caregivers of patients with dementia (n=64), i.e. individuals a priori considered to be exposed to prolonged psychosocial stressors, and matched controls (n=64) were enrolled. MEASUREMENTS The two groups were compared using a 38-item FI condensing biological, clinical, and functional assessments. Within caregivers, the association of FI with Perceived Stress Scale (PSS) and Brief Resilience Scale (BRS) was tested. RESULTS Caregivers had higher FI than controls (F=8.308, p=0.005). FI was associated directly with PSS (r=0.660, p<0.001) and inversely with BRS (r=-0.637, p<0.001). Findings remained significant after adjusting for certain confounding variables, after excluding from the FI the conditions directly related to psychological stress, and when the analyses were performed separately among participants older and younger than 65 years. CONCLUSIONS The results provide insight on the relationship of frailty with caregiving, psychological stress, and resilience, with potential implications for the clinical management of individuals exposed to chronic emotional strain.
Collapse
Affiliation(s)
- M Canevelli
- Marco Canevelli, Francesco Saverio Bersani, Department of Human Neurosciences, Sapienza University of Rome, Viale dell'Università 30, 00185, Rome, Italy, ,
| | | | | | | | | | | | | | | | | | | |
Collapse
|
16
|
Aminu AQ, Wondergem R, Van Zaalen Y, Pisters M. Self-Efficacy Is a Modifiable Factor Associated with Frailty in Those with Minor Stroke: Secondary Analysis of 200 Cohort Respondents. Cerebrovasc Dis Extra 2021; 11:99-105. [PMID: 34628411 PMCID: PMC8543288 DOI: 10.1159/000519311] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Accepted: 08/23/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Owing to the improvement in acute care, there has been an increase in the number of people surviving stroke and living with its impairments. Frailty is common in people with stroke and has a significant impact on the prognosis after stroke. To reduce frailty progression, potentially modifiable factors should be identified. Increasing levels of self-efficacy influence both behaviour and physical functioning, and therefore it could be a potential target to prevent frailty. METHODS This is a prospective cohort study that involved the secondary analysis of the RISE data to examine the relationship between self-efficacy and frailty. The RISE study is a longitudinal study that consists of 200 adults aged 18+ years after their first stroke event. Data were collected from the respondents at 3 weeks, 6 months, 12 months, and 24 months after their discharge from the hospital. Frailty was assessed using the multidimensional frailty index with scores ranging from 0 to 1, and self-efficacy was assessed using the SESx scale, which was dichotomized as low/moderate or high. Frailty trajectories were examined using the repeated linear model. The generalized estimating equation was used to examine the relationship between self-efficacy and frailty at baseline and in the future (6-24 months). The B coefficients were reported at 95% CI before and after adjusting for potential confounders (age, gender, stroke severity, education, and social support). RESULTS A total of 200 responses were analysed, and the mean age of the respondents was 67.78 ± 11.53. Females made up 64% of the sample, and the mean frailty score at baseline was 0.17 ± 0.09. After adjusting for confounders, respondents with low self-efficacy had an approximately 5% increase in their frailty scores at baseline and in the 24-month follow-up period compared to those with high self-efficacy. CONCLUSION The result from this study showed that self-efficacy was significantly associated with frailty after stroke. Our findings suggest that self-efficacy may play a role in frailty progression among stroke survivors.
Collapse
Affiliation(s)
- Abodunrin Quadri Aminu
- School of Nursing, Midwifery and Paramedic Practice, Robert Gordon University, Aberdeen, United Kingdom
| | - Roderick Wondergem
- Department of Health Innovations and Technology, Fontys University of Applied Sciences, Eindhoven, The Netherlands.,The Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, The Netherlands.,Department of Rehabilitation, Physical Therapy Science and Sport, Brain Center, University Utrecht, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Yvonne Van Zaalen
- Department of Health Innovations and Technology, Fontys University of Applied Sciences, Eindhoven, The Netherlands
| | - Martijn Pisters
- Department of Health Innovations and Technology, Fontys University of Applied Sciences, Eindhoven, The Netherlands.,The Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, The Netherlands.,Department of Rehabilitation, Physical Therapy Science and Sport, Brain Center, University Utrecht, University Medical Center Utrecht, Utrecht, The Netherlands
| |
Collapse
|
17
|
Rogers NT, Blodgett JM, Searle SD, Cooper R, Davis DHJ, Pinto Pereira SM. Early-Life Socioeconomic Position and the Accumulation of Health-Related Deficits by Midlife in the 1958 British Birth Cohort Study. Am J Epidemiol 2021; 190:1550-1560. [PMID: 33595066 PMCID: PMC8327203 DOI: 10.1093/aje/kwab038] [Citation(s) in RCA: 3] [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: 09/14/2020] [Revised: 02/10/2021] [Accepted: 02/10/2021] [Indexed: 12/23/2022] Open
Abstract
Reducing population levels of frailty is an important goal, and preventing its development in midadulthood could be pivotal. There is limited evidence on associations between childhood socioeconomic position (SEP) and frailty. Using data on the 1958 British birth cohort (followed from 1958 to 2016; n = 8,711), we aimed to 1) establish the utility of measuring frailty in midlife, by examining associations between a 34-item frailty index at age 50 years (FI50y) and mortality at ages 50–58 years, and 2) examine associations between early-life SEP and FI50y and investigate whether these associations were explained by adult SEP. Hazard ratios for mortality increased with increasing frailty; for example, the sex-adjusted hazard ratio for the highest quintile of FI50y versus the lowest was 4.07 (95% confidence interval (CI): 2.64, 6.25). Lower early-life SEP was associated with higher FI50y. Compared with participants born in the highest social class, the estimated total effect on FI50y was 42.0% (95% CI: 35.5, 48.4) for participants born in the lowest class, with the proportion mediated by adult SEP being 0.45% (95% CI: 0.35, 0.55). Mediation by adult SEP was negligible for other early-life SEP classes. Findings suggest that early-life SEP is associated with frailty and that adult SEP only partially explains this association. Results highlight the importance of improving socioeconomic circumstances across the life course to reduce inequalities in midlife frailty.
Collapse
Affiliation(s)
| | | | | | | | | | - Snehal M Pinto Pereira
- Correspondence to Dr. Snehal Pinto Pereira, Institute of Sport, Exercise and Health, Division of Surgery and Interventional Science, Faculty of Medical Sciences, University College London, Gower Street, London WC1E 6BT, United Kingdom (e-mail: )
| |
Collapse
|
18
|
Hoogendijk EO, Stolz E, Oude Voshaar RC, Deeg DJH, Huisman M, Jeuring HW. Trends in Frailty and Its Association With Mortality: Results From the Longitudinal Aging Study Amsterdam, 1995-2016. Am J Epidemiol 2021; 190:1316-1323. [PMID: 33534876 PMCID: PMC8245891 DOI: 10.1093/aje/kwab018] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 01/20/2021] [Accepted: 01/26/2021] [Indexed: 12/12/2022] Open
Abstract
The aim of this study was to investigate trends in frailty and its relationship with mortality among older adults aged 64–84 years across a period of 21 years. We used data from 1995 to 2016 from the Longitudinal Aging Study Amsterdam. A total of 7,742 observations of 2,874 respondents in the same age range (64–84 years) across 6 measurement waves were included. Frailty was measured with a 32-item frailty index, with a cutpoint of ≥0.25 to indicate frailty. The outcome measure was 4-year mortality. Generalized estimating equation analyses showed that among older adults aged 64–84 years the 4-year mortality rate declined between 1995 and 2016, while the prevalence of frailty increased. Across all measurement waves, frailty was associated with 4-year mortality (odds ratio = 2.79, 95% confidence interval: 2.39, 3.26). There was no statistically significant interaction effect between frailty and time on 4-year mortality, indicating a stable association between frailty and mortality. In more recent generations of older adults, frailty prevalence rates were higher, while excess mortality rates of frailty remained the same. This is important information for health policy-makers and clinical practitioners, showing that continued efforts are needed to reduce frailty and its negative health consequences.
Collapse
Affiliation(s)
- Emiel O Hoogendijk
- Correspondence to Dr. Emiel O. Hoogendijk, Department of Epidemiology & Data Science, Amsterdam UMC, VU University Medical Center, P.O. Box 7057, 1007MB Amsterdam, the Netherlands (e-mail: )
| | | | | | | | | | | |
Collapse
|
19
|
Stolz E, Mayerl H, Hoogendijk EO, Armstrong JJ, Roller-Wirnsberger R, Freidl W. Acceleration of health deficit accumulation in late-life: evidence of terminal decline in frailty index three years before death in the US Health and Retirement Study. Ann Epidemiol 2021; 58:156-161. [PMID: 33812966 DOI: 10.1016/j.annepidem.2021.03.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Revised: 03/16/2021] [Accepted: 03/25/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND Little is known about within-person frailty index (FI) changes during the last years of life. In this study, we assess whether there is a phase of accelerated health deficit accumulation (terminal health decline) in late-life. MATERIAL AND METHODS A total of 23,393 observations from up to the last 21 years of life of 5713 deceased participants of the AHEAD cohort in the Health and Retirement Study were assessed. A FI with 32 health deficits was calculated for up to 10 successive biannual, self- and proxy-reported assessments (1995-2014), and FI changes according to time-to-death were analyzed with a piecewise linear mixed model with random change points. RESULTS The average normal (preterminal) health deficit accumulation rate was 0.01 per year, which increased to 0.05 per year at approximately 3 years before death. Terminal decline began earlier in women and was steeper among men. The accelerated (terminal) rate of health deficit accumulation began at a FI-value of 0.29 in the total sample, 0.27 for men, and 0.30 for women. CONCLUSION We found evidence for an observable terminal health decline in the FI following declining physiological reserves and failing repair mechanisms. Our results suggest a conceptually meaningful cut-off value for the continuous FI around 0.30.
Collapse
Affiliation(s)
- Erwin Stolz
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria.
| | - Hannes Mayerl
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria
| | - Emiel O Hoogendijk
- Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, Amsterdam UMC - Location VU University Medical Center, Amsterdam, The Netherlands
| | | | | | - Wolfgang Freidl
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria
| |
Collapse
|
20
|
Tanaka T, Talegawkar SA, Jin Y, Bandinelli S, Ferrucci L. Association of Adherence to the Mediterranean-Style Diet with Lower Frailty Index in Older Adults. Nutrients 2021; 13:nu13041129. [PMID: 33808076 PMCID: PMC8065455 DOI: 10.3390/nu13041129] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 03/22/2021] [Accepted: 03/24/2021] [Indexed: 12/17/2022] Open
Abstract
Identifying modifying protective factors to promote healthy aging is of utmost public health importance. The frailty index (FI) reflects the accumulation of health deficits and is one widely used method to assess health trajectories in aging. Adherence to a Mediterranean-type diet (MTD) has been associated with favorable health trajectories. Therefore, this study explored whether adherence to a MTD is negatively associated with FI in the InCHIANTI study. Participants (n = 485) included individuals over 65 years of age at baseline with complete data over a follow-up period of 10 years. MTD was computed on a scale of 0–9 and categorized based on these scores into three groups of low (≤3), medium (4–5), and high (≥6) adherence. Being in a high or medium adherence group was associated with 0.03 and 0.013 unit lower FI scores over the follow-up period, compared to the low adherence group. In participants with a low FI at baseline, being in a high or medium MTD-adherence group had 0.004 and 0.005 unit/year slower progression of FI compared to the low adherence group. These study results support adherence to a MTD as a protective strategy to maintain a lower FI.
Collapse
Affiliation(s)
- Toshiko Tanaka
- Longitudinal Study Section, Translation Gerontology Branch, National Institute on Aging, Baltimore, MD 21224, USA;
- Correspondence:
| | - Sameera A. Talegawkar
- Department of Exercise and Nutrition Sciences, Milken Institute School of Public Health, The George Washington University, Washington, DC 20052, USA; (S.A.T.); (Y.J.)
| | - Yichen Jin
- Department of Exercise and Nutrition Sciences, Milken Institute School of Public Health, The George Washington University, Washington, DC 20052, USA; (S.A.T.); (Y.J.)
| | | | - Luigi Ferrucci
- Longitudinal Study Section, Translation Gerontology Branch, National Institute on Aging, Baltimore, MD 21224, USA;
| |
Collapse
|