Evidence map›Paper›PMID 40399410›Full record

ArticleScientific reports2025

Joint association of frailty index and biological age with chronic obstructive pulmonary disease: a cohort study from CHARLS.

Zhishen Ruan, Hongyan Tian, Rui Li, Jinzhi Zhang, Sheng Cao, Zi Yang, Xinyan Chen, Dan Li, Qing Miao

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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 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
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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

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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

8 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

9 authors.

Zhishen Ruan *Xiyuan Hospital of Chinese Academy of Chinese Medical Sciences, Beijing, China.
Hongyan Tian *Dongying People's Hospital (Dongying Hospital of Shandong Provincial Hospital Group), Dongying, Shandong, China.
Rui LiXiyuan Hospital of Chinese Academy of Chinese Medical Sciences, Beijing, China.
Jinzhi ZhangXiyuan Hospital of Chinese Academy of Chinese Medical Sciences, Beijing, China.
Sheng CaoXiyuan Hospital of Chinese Academy of Chinese Medical Sciences, Beijing, China.
Zi YangXiyuan Hospital of Chinese Academy of Chinese Medical Sciences, Beijing, China.
Xinyan ChenXiyuan Hospital of Chinese Academy of Chinese Medical Sciences, Beijing, China.
Dan LiShuguang Hospital of Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Qing MiaoXiyuan Hospital of Chinese Academy of Chinese Medical Sciences, Beijing, China. miaoqing55@aliyun.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chronic Obstructive Pulmonary Disease (COPD) is associated with frailty and ageing, but there is insufficient evidence from existing longitudinal studies. This research explored the longitudinal association between frailty, ageing and COPD. We used the China Health and Retirement Longitudinal Study (CHARLS) data to perform a cohort study. The study population was non-COPD patients in wave 1 (2011), and the outcome was the occurrence of COPD at the end of follow-up (wave 4-wave 5). Frailty was assessed using the CHARLS modified frailty index (CMFI), and ageing was evaluated using the biological age (BA). We used multivariate logistic regression to examine the longitudinal associations between CMFI and BA with COPD. Fitted curves were used to analyze the dose-response relationship of CMFI and BA with COPD. A 3D surface diagram was used to analyze the association between BA and CMFI with COPD. In addition, subgroup and sensitivity analyses were performed. 6452 non-COPD patients were enrolled in the study, and after follow-up, 616 participants were diagnosed with COPD. Logistic regression and fitted curves showed a positive correlation between CMFI and BA and the development of COPD. The risk of COPD increased by 19% for every one standard deviation (SD) increase in BA and 32% for every one SD increase in CMFI. A 3D surface diagram shows a joint association between CMFI and BA with the COPD. Subgroup and sensitivity analysis results are stable. This study found a joint association between CMFI and BA with COPD, suggesting that CMFI and BA are risk factors for the development of COPD.

Indexed as

AgingFrailtyPulmonary Disease, Chronic ObstructiveAgedAged, 80 and overChinaCohort StudiesFemaleHumansLogistic ModelsLongitudinal StudiesMaleMiddle AgedRisk FactorsAgeingBiological ageChronic obstructive pulmonary diseaseCohort studyFrailtyFrailty index

Identifiers

PMID40399410
PMCPMC12095576

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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.