Evidence map›Paper›PMID 40361052›Full record

ArticleBMC public health2025

Bidirectional longitudinal associations between estimated muscle mass and self-reported chronic lung disease in middle-aged and older adults: findings from the China health and retirement longitudinal study.

Jing Yang, Weixia Li, Ruixuan Zhao, Jingjing Lu, Xinlu Cui, Jianlin Lin, Li Cao

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–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

3 citing papers in PubMed.

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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.

Jing Yang *School of Public Health, Hainan Medical University, Haikou, China.
Weixia Li *School of Public Health, Hainan Medical University, Haikou, China.
Ruixuan ZhaoSchool of Public Health, Hainan Medical University, Haikou, China.
Jingjing LuSchool of Public Health, Hainan Medical University, Haikou, China.
Xinlu CuiSchool of Public Health, Hainan Medical University, Haikou, China.
Jianlin LinSchool of Public Health, Hainan Medical University, Haikou, China. jianlin_lin@126.com.
Li CaoSchool of Public Health, Hainan Medical University, Haikou, China. caoli@hainmc.edu.cn.

Funding

Research Fund for Key Research and Development Project in Hainan ZDYF2021GXJS018the Research Foundation for Advanced Talents of Hainan 820RC649
6 · The paper itself

Abstract

backgroundThe bidirectional relationship between muscle mass and chronic lung diseases (CLD) in middle-aged and older adults remains inadequately explored. This study aims to investigate the bidirectional association between estimated muscle mass and self-reported chronic lung diseases while elucidating the mediating mechanisms underlying this relationship.

methodsThis study utilized data from the nationally representative China Health and Retirement Longitudinal Study (2011-2018), focusing on individuals aged 45 years or older. Cox regression was used to investigate the bidirectional relationship between estimated muscle mass and self-reported CLD. Causal mediation analysis was employed to evaluate the role of 16 blood biomarkers as potential mediators. Sensitivity analysis using cross-lagged models was conducted to verify the robustness of the bidirectional association between estimated muscle mass and self-reported CLD.

resultsAmong 10,591 participants, 1,742 (16%) self-reported CLD during a median follow-up of 4.4 years. Participants with low estimated muscle mass had a 27% higher risk of developing self-reported CLD compared to those with normal muscle mass (HR = 1.27, 95% CI: 1.12-1.44). In a separate analysis of 6,067 participants, 708 (12%) experienced new-onset estimated low muscle mass, with those reporting CLD showing a 26% increased risk of muscle loss during a median follow-up of 2.5 years (HR = 1.26, 95% CI: 1.06-1.49). Notably, individuals with insufficient physical activity exhibited a significantly higher risk of self-reported CLD compared to those who engaged in regular exercise (HR = 1.91; 95% CI: 1.37-2.66). Additionally, the negative impact of low estimated muscle mass was more pronounced in male participants than in females (HR = 1.65; 95% CI: 1.33-2.03) over the same follow-up period. Causal mediation analysis suggested that cystatin C may mediate 0.61% of the association between estimated muscle mass and self-reported CLD.

conclusionThere is a bidirectional relationship between self-reported CLD and low estimated muscle mass. Self-reported CLD may cause varying degrees of estimated muscle mass reduction across different population subgroups. Understanding this dynamic and its variations can enhance prevention and treatment strategies for both conditions.

Indexed as

Lung DiseasesMuscle, SkeletalAgedBiomarkersChinaChronic DiseaseFemaleHumansLongitudinal StudiesMaleMiddle AgedRetirementSelf ReportBiomarkersBidirectional associationCausal mediation analysisChronic lung diseaseMuscle mass

Identifiers

PMID40361052
PMCPMC12070611

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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.