Evidence map›Paper›PMID 35233470›Full record

ArticleInnovation in aging2022

Trajectories of Frailty With Aging: Coordinated Analysis of Five Longitudinal Studies.

Natalie D Jenkins, Emiel O Hoogendijk, Joshua J Armstrong, Nathan A Lewis, Janice M Ranson, Judith J M Rijnhart, Tamer Ahmed, Ahmed Ghachem, Donncha S Mullin, Eva Ntanasi and 13 more

Open access · goldAbstract read
In one paragraph

Article in Innovation in aging, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed
3.2field-weighted citation impact, top 8% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

26 citing papers in PubMed, 27 citations in OpenAlex.

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  12. Sex and Age-Related Changes in Lean Mass of C57BL/6 Mice: A New Method for Assessing Body Composition.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference · 2025
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  19. Short-term Frailty Index Fluctuations in Older Adults: Noise or Signal?The journals of gerontology. Series A, Biological sciences and medical sciences · 2024
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

23 authors at 14 institutions in 7 countries.

Natalie D JenkinsEdinburgh Dementia Prevention, University of Edinburgh, Edinburgh, UK.
Emiel O HoogendijkDepartment of Epidemiology & Data Science, Amsterdam Public Health Research Institute, Amsterdam UMC-Location VU University Medical Center, Amsterdam, The Netherlands.ORCID https://orcid.org/0000-0001-9660-5108
Joshua J ArmstrongDepartment of Health Sciences, Lakehead University, Thunder Bay, Ontario, Canada.
Nathan A LewisDepartment of Psychology, University of Victoria, Victoria, British Columbia, Canada.ORCID https://orcid.org/0000-0002-9426-292X
Janice M RansonCollege of Medicine and Health, University of Exeter, Exeter, UK.
Judith J M RijnhartDepartment of Epidemiology & Data Science, Amsterdam Public Health Research Institute, Amsterdam UMC-Location VU University Medical Center, Amsterdam, The Netherlands.
Tamer AhmedSchool of Rehabilitation Therapy, Queen's University, Kingston, Ontario, Canada.
Ahmed GhachemResearch Centre on Aging, University of Sherbrooke , Sherbrooke, Québec, Canada.
Donncha S MullinLothian Birth Cohorts, University of Edinburgh, Edinburgh, UK.
Eva NtanasiDepartment of Neurology, Aiginition Hospital, National and Kapodistrian University of Athens Medical School, Athens, Greece.
Miles WelsteadEdinburgh Dementia Prevention, University of Edinburgh, Edinburgh, UK.ORCID https://orcid.org/0000-0003-4615-2539
Mohammad AuaisSchool of Rehabilitation Therapy, Queen's University, Kingston, Ontario, Canada.
David A BennettRush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA.ORCID https://orcid.org/0000-0003-3689-554X
Stefania BandinelliGeriatric Unit, Azienda Sanitaria Toscana Centro, Florence, Italy.
Matteo CesariIRCCS Istututi Clinici Scientifici Maugeri, University of Milan, Milan, Italy.ORCID https://orcid.org/0000-0002-0348-3664
Luigi FerrucciNational Institute on Aging, Baltimore, Maryland, USA.ORCID https://orcid.org/0000-0002-6273-1613
Simon D FrenchDepartment of Chiropractic, Macquarie University, Sydney, Australia.
Martijn HuismanDepartment of Epidemiology & Data Science, Amsterdam Public Health Research Institute, Amsterdam UMC-Location VU University Medical Center, Amsterdam, The Netherlands.
David J LlewellynCollege of Medicine and Health, University of Exeter, Exeter, UK.
Nikolaos ScarmeasDepartment of Neurology, Aiginition Hospital, National and Kapodistrian University of Athens Medical School, Athens, Greece.ORCID https://orcid.org/0000-0001-6453-8908
Andrea M PiccininDepartment of Psychology, University of Victoria, Victoria, British Columbia, Canada.
Scott M HoferDepartment of Psychology, University of Victoria, Victoria, British Columbia, Canada.
Graciela Muniz-TerreraEdinburgh Dementia Prevention, University of Edinburgh, Edinburgh, UK.
Amsterdam UMC Location Vrije Universiteit Amsterdam · NLUniversity of Victoria · CANational and Kapodistrian University of Athens · GRNHS Lothian · GBQueen's University · CAUniversity of Edinburgh · GBUniversity of Exeter · GBAzienda Usl Toscana Centro · ITLakehead University · CAMacquarie University · AUNational Institute on Aging · USRush University Medical Center · USUniversité de Sherbrooke · CAUniversity of Milan · IT

Funding

HRS Yrs29-34: Y33 SSA CoFundingU01AG009740 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Jessica Faul, KENNETH M LANGA · 1990 to 2026
$555.8M
Project-001R01AG017644 · NIA · UNIVERSITY OF LONDON INST OF NEUROLOGY · PI Andrew Steptoe · 2000 to 2026
$56.2M
EPIDEMIOLOGY OF NEURAL RESERVE AND NEUROBIOLOGY IN AGINGR01AG017917 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI BENNETT, DAVID ALAN · 2001 to 2023
$43.3M
RISK FACTORS, PATHOLOGY, AND CLINICAL EXPRESSIONS OF ADR01AG015819 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI BENNETT, DAVID ALAN · 1998 to 2024
$21.4M
Study Coordination and Measurement CoreP01AG043362 · NIA · OREGON HEALTH & SCIENCE UNIVERSITY · PI HOFER, SCOTT M., KAYE, JEFFREY A · 2013 to 2017
$7.8M
Identifying modifiable aspects of gene-by-environment interplay in later-life cognitive declineRF1AG055654 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI FAUL, JESSICA, GALAMA, TITUS JOHANNES · 2017 to 2018
$4.3M
Evaluation of Multivariate Causal Factors Linking the Flynn Effect to Declining Dementia Trends and Cognitive AgingR01AG067621 · NIA · PACIFIC HEALTH RESEARCH/ EDUCATION INST · PI HOFER, SCOTT M. · 2019 to 2023
$3.6M
HISPANIC SECONDARY STROKE PREVENTION INITIATIVER01MD009164 · NIMHD · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI CARRASQUILLO, OLVEEN · 2014 to 2018
$1.9M
NIA NIH HHS P01 AG043362NIA NIH HHS R01 AG015819NIA NIH HHS R01 AG017644NIA NIH HHS R01 AG017917NIA NIH HHS R01 AG067621NIA NIH HHS RF1 AG055654NIA NIH HHS U01 AG009740NIMHD NIH HHS R01 MD009164
6 · The paper itself

Abstract

BACKGROUND AND

objectivesThere 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

methodsWe 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.

resultsModels 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.

Indexed as

Age-related changesLatent growth curveLongitudinal

Identifiers

PMID35233470
PMCPMC8882228
OpenAlexW4205625631

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.