Evidence map›Paper›PMID 34802032›Full record

ArticleInternational journal of obesity (2005)2022

Metabolic health, menopause, and physical activity-a 4-year follow-up study.

Matti Hyvärinen, Hanna-Kaarina Juppi, Sara Taskinen, Jari E Karppinen, Sira Karvinen, Tuija H Tammelin, Vuokko Kovanen, Pauliina Aukee, Urho M Kujala, Timo Rantalainen and 2 more

Open access · hybridAbstract read
In one paragraph

Article in International journal of obesity (2005), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed, 1 pooled it
5.6field-weighted citation impact, top 3% 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

31 citing papers in PubMed, 1 synthesis or guideline pooled it, 65 citations in OpenAlex.

  1. Pooled it
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  3. Article
  4. Review
  5. Article
  6. Review
  7. Article
  8. Article
  9. Body composition and functional capacity as determinants of physical activity in middle-aged and older adults: a cross-sectional analysis.European review of aging and physical activity : official journal of the European Group for Research into Elderly and Physical Activity · 2025
    Article
  10. Article
  11. Article
  12. Cluster of factors related to metabolic changes in older individuals: a cross-sectional study.Sao Paulo medical journal = Revista paulista de medicina · 2025
    Article
  13. Article
  14. Article
  15. Article
  16. Metabolic syndrome and epigenetic aging: a twin study.International journal of obesity (2005) · 2024
    Article
  17. Article
  18. Article
  19. 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

12 authors at 3 institutions in 1 country.

Matti Hyvärinen *Gerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland. matti.v.hyvarinen@jyu.fi.ORCID http://orcid.org/0000-0002-5086-3635
Hanna-Kaarina Juppi *Gerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.ORCID http://orcid.org/0000-0001-6012-1398
Sara TaskinenDepartment of Mathematics and Statistics, University of Jyväskylä, Jyväskylä, Finland.ORCID http://orcid.org/0000-0001-9470-7258
Jari E KarppinenFaculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.ORCID http://orcid.org/0000-0002-9886-9067
Sira KarvinenGerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
Tuija H TammelinLIKES Research Centre for Physical Activity and Health, Jyväskylä, Finland.
Vuokko KovanenFaculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.ORCID http://orcid.org/0000-0002-5649-1035
Pauliina AukeeDepartment of Obstetrics and Gynecology, Pelvic Floor Research and Therapy Unit, Central Finland Health Care District, Jyväskylä, Finland.
Urho M KujalaFaculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.ORCID http://orcid.org/0000-0002-9262-1992
Timo RantalainenGerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.ORCID http://orcid.org/0000-0001-6977-4782
Sarianna SipiläGerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.ORCID http://orcid.org/0000-0001-5934-7728
Eija K LaakkonenGerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.ORCID http://orcid.org/0000-0001-6655-9489
University of Jyväskylä · FICentral Finland Health Care District · FILIKES – Foundation for Sport and Health Sciences · FI

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn women, metabolic health deteriorates after menopause, and the role of physical activity (PA) in mitigating the change is not completely understood. This study investigates the changes in indicators of metabolic health around menopause and evaluates whether PA modulates these changes.

methodsLongitudinal data of 298 women aged 48-55 years at baseline participating in the ERMA and EsmiRs studies was used. Mean follow-up time was 3.8 (SD 0.1) years. Studied indicators of metabolic health were total and android fat mass, waist circumference, waist-to-hip ratio (WHR), systolic (SBP) and diastolic (DBP) blood pressure, blood glucose, triglycerides, serum total cholesterol, and high- (HDL-C) and low-density (LDL-C) lipoprotein cholesterol. PA was assessed by accelerometers and questionnaires. The participants were categorized into three menopausal groups: PRE-PRE (pre- or perimenopausal at both timepoints, n = 56), PRE-POST (pre- or perimenopausal at baseline, postmenopausal at follow-up, n = 149), and POST-POST (postmenopausal at both timepoints, n = 93). Analyses were carried out using linear and Poisson mixed-effect models.

resultsAt baseline, PA associated directly with HDL-C and inversely with LDL-C and all body adiposity variables. An increase was observed in total (B = 1.72, 95% CI [0.16, 3.28]) and android fat mass (0.26, [0.06, 0.46]), SBP (9.37, [3.34, 15.39]), and in all blood-based biomarkers in the PRE-POST group during the follow-up. The increase tended to be smaller in the PRE-PRE and POST-POST groups compared to the PRE-POST group, except for SBP. The change in PA associated inversely with the change in SBP (-2.40, [-4.34, -0.46]) and directly with the change in WHR (0.72, [0.05, 1.38]).

conclusionsIn middle-aged women, menopause may accelerate the changes in multiple indicators of metabolic health. PA associates with healthier blood lipid profile and body composition in middle-aged women but does not seem to modulate the changes in most of the studied metabolic health indicators during the menopausal transition.

Indexed as

ExerciseMenopauseBody Mass IndexCholesterol, LDLFemaleFollow-Up StudiesHumansMiddle AgedRisk FactorsWaist CircumferenceCholesterol, LDL

Identifiers

PMID34802032
PMCPMC8605777
OpenAlexW3215651238

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.