Evidence map›Paper›PMID 39814903›Full record

ArticleScientific reports2025

A mediating role of visceral adipose tissue on the association of health behaviours and metabolic inflammation in menopause: a population-based cross-sectional study.

Hannamari Lankila, Tiia Kekäläinen, Enni-Maria Hietavala, Eija K Laakkonen

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

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

5 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Observational
  4. Article
  5. Review
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

4 authors.

Hannamari LankilaGerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, P.O. Box 35, 40014, Jyväskylä, Finland. hannamari.i.lankila@jyu.fi.
Tiia KekäläinenGerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, P.O. Box 35, 40014, Jyväskylä, Finland.
Enni-Maria HietavalaGerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, P.O. Box 35, 40014, Jyväskylä, Finland.
Eija K LaakkonenGerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, P.O. Box 35, 40014, Jyväskylä, Finland.

Funding

Academy of Finland 309504Academy of Finland 314181Academy of Finland 335249
6 · The paper itself

Abstract

Fat distribution changes with advancing menopause, which predisposes to metabolic inflammation. However, it remains unclear, how health behaviours, including sleeping, eating and physical activity, or their combinations contribute to metabolic inflammation caused by visceral adipose tissue (VAT). The aim of the present study was to examine whether health behaviours are associated with metabolic inflammation and whether VAT mediates these associations in menopausal women. This cross-sectional study consisted of a sample of middle-aged women (n = 124). Health behaviours were assessed by self-report questionnaire with measures of sleeping, eating (Eating Disorder Examination Questionnaire, EDE-Q), and physical activity behaviours. Metabolic inflammation was measured using GlycA, a composite biomarker of inflammation, and bioimpedance device was used to assess VAT. Structural equation modelling was used to examine the direct and indirect associations of health behaviours with inflammation, as well as the moderation effect of health behaviours on VAT and metabolic inflammation. VAT was directly associated with inflammation. Two indirect pathways were found: eating and physical activity behaviours were both inversely associated with inflammation through VAT, whereas sleeping behaviour was not. Physical activity moderated the association between VAT and metabolic inflammation. The association was stronger in those who were physically less active. Furthermore, eating behaviour and physical activity had an interaction on VAT. Physical activity was negatively associated with VAT among women with normal eating behaviour, but the association was less clear among women with features of disordered eating behaviour. It is possible to impede the menopausal shift to adverse visceral adiposity through increased physical activity and further decrease the risk of metabolic inflammation in menopausal women. The present study offers potential hypotheses for future longitudinal research.

Indexed as

Health BehaviorInflammationIntra-Abdominal FatMenopauseCross-Sectional StudiesExerciseFeeding BehaviorFemaleHumansMiddle AgedSleepDimensions of sleepEating disorder examination questionnaireInflammatory biomarkerMenopausePhysical inactivityVisceral fat

Identifiers

PMID39814903
PMCPMC11735837

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.