Evidence map›Paper›PMID 38557664›Full record

ArticleAge and ageing2024

Lifestyle-related factors in late midlife as predictors of frailty from late midlife into old age: a longitudinal birth cohort study.

Markus J Haapanen, Tuija M Mikkola, Juulia Jylhävä, Niko S Wasenius, Eero Kajantie, Johan G Eriksson, Mikaela B von Bonsdorff

Open access · hybridAbstract read
In one paragraph

Article in Age and ageing, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
4.5field-weighted citation impact, top 5% 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

12 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. What Do We Know About Prevention of Frailty in Women?American journal of lifestyle medicine · 2025
    Review
  9. Article
  10. Article
  11. Article
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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

7 authors at 5 institutions in 4 countries.

Markus J HaapanenPublic Health Research Program, Folkhälsan Research Center, Helsinki, Finland.ORCID 0000-0002-8632-7906
Tuija M MikkolaPublic Health Research Program, Folkhälsan Research Center, Helsinki, Finland.ORCID 0000-0003-0885-2788
Juulia JylhäväDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0003-0250-4491
Niko S WaseniusPublic Health Research Program, Folkhälsan Research Center, Helsinki, Finland.
Eero KajantiePublic Health Unit, Finnish Institute for Health and Welfare, Helsinki and Oulu, Finland.
Johan G ErikssonPublic Health Research Program, Folkhälsan Research Center, Helsinki, Finland.
Mikaela B von BonsdorffPublic Health Research Program, Folkhälsan Research Center, Helsinki, Finland.
University of Helsinki · FIAgency for Science, Technology and Research · SGFolkhälsans Forskningscentrum · FINorwegian University of Science and Technology · NOTampere University · FI

Funding

Medicinska Understödföreningen Liv och Hälsa, Finska Läkaresällskapet, Yrjö Jahnsson Foundation and the Academy of Finland 349335
6 · The paper itself

Abstract

backgroundFew studies have examined longitudinal changes in lifestyle-related factors and frailty.

methodsWe examined the association between individual lifestyle factors (exercise, diet, sleep, alcohol, smoking and body composition), their sum at baseline, their change over the 17-year follow-up and the rate of change in frailty index values using linear mixed models in a cohort of 2,000 participants aged 57-69 years at baseline.

resultsA higher number of healthy lifestyle-related factors at baseline was associated with lower levels of frailty but not with its rate of change from late midlife into old age. Participants who stopped exercising regularly (adjusted β × Time = 0.19, 95%CI = 0.10, 0.27) and who began experiencing sleeping difficulties (adjusted β × Time = 0.20, 95%CI = 0.10, 0.31) experienced more rapid increases in frailty from late midlife into old age. Conversely, those whose sleep improved (adjusted β × Time = -0.10, 95%CI = -0.23, -0.01) showed a slower increase in frailty from late midlife onwards. Participants letting go of lifestyle-related factors (decline by 3+ factors vs. no change) became more frail faster from late midlife into old age (adjusted β × Time = 0.16, 95% CI = 0.01, 0.30).

conclusionsLifestyle-related differences in frailty were already evident in late midlife and persisted into old age. Adopting one new healthy lifestyle-related factor had a small impact on a slightly less steeply increasing level of frailty. Maintaining regular exercise and sleeping habits may help prevent more rapid increases in frailty.

Indexed as

FrailtyCohort StudiesHumansLife StyleRisk FactorsSmokingalcohol consumptionlinear mixed modelsolder peoplephysical activitysleepsmoking

Identifiers

PMID38557664
PMCPMC10982848
OpenAlexW4393392632

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.