Evidence map›Paper›PMID 40684122›Full record

ArticleBMC geriatrics2025

The relationship between frailty, BMI, and mortality in older adults: results from the CLHLS.

Yang Gao, Hua Zhang, Kun Fang, Yao Yao, Jianshe Chen, Hui Lu, Xiangyang Gao, Yongsheng Liu

Abstract read
In one paragraph

Article in BMC geriatrics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

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

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

  1. Pooled it
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  8. 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

8 authors.

Yang Gao *Health Management Center, Henan Province Hospital of Traditional Chinese Medicine (the Second Affiliated Hospital of Henan University of Traditional Chinese Medicine), Zhengzhou, 450002, China.
Hua Zhang *Research Center of Clinical Epidemiology, Peking University Third Hospital, Beijing, 100191, China.
Kun FangHealth Management Center, Henan Province Hospital of Traditional Chinese Medicine (the Second Affiliated Hospital of Henan University of Traditional Chinese Medicine), Zhengzhou, 450002, China.
Yao YaoChina Center for Health Development Studies, Peking University, Beijing, 100871, China.
Jianshe ChenHealth Management Center, Henan Province Hospital of Traditional Chinese Medicine (the Second Affiliated Hospital of Henan University of Traditional Chinese Medicine), Zhengzhou, 450002, China.
Hui LuPhysical Examination Center, the Fourth Medical Center of PLA General Hospital, Beijing, 100037, China.
Xiangyang GaoHealth Management Institute, The Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, 100089, China. 13811130808@126.com.
Yongsheng LiuHealth Management Center, Henan Province Hospital of Traditional Chinese Medicine (the Second Affiliated Hospital of Henan University of Traditional Chinese Medicine), Zhengzhou, 450002, China. liuyongsheng@hactcm.edu.cn.

Funding

Humanities and Social Science Research Project of Henan Education Department 2024-ZZJH-252Science and Technology Research Project of Henan Province 242102310082
6 · The paper itself

Abstract

backgroundFrailty is a useful indicator of the rate of biological and is also associated with mortality in Older adults. Overweight and obesity has been suggested to act as protective factors in the elderly. However, the combined effect of frailty and body mass index (BMI) on mortality is less clear. This study aimed to investigate the association between frailty, BMI and mortality in Chinese Older adults.

methodsWe included participants aged 65 years and older in 2008 at baseline and 2011/2012, 2014, and 2017/2018 follow-up surveys of the Chinese Longitudinal Healthy Longevity Survey (CLHLS). The frailty index (FI) was calculated using 39 baseline variables, all of which were deficits in health status measured by questionnaire and physical examination. Frailty was defined as an FI ≥ 0.25. BMI (kg/m2) was categorized as underweight (BMI < 18.5), normal body weight (18.5 ≤ BMI < 24.0) and overweight (BMI ≥ 24.0). A Cox proportional hazards model was used to analyze the association of the combined frailty and BMI categories with all-cause mortality, adjusting for sociodemographic and health-related factors.

resultsA total of 8,825 (79.45%) participants were categorized as nonfrail, and 2,282 (20.55%) participants as frail. By Cox proportional hazards model, the nonfrailty-overweight group exhibited a significantly lower mortality risk (HR = 0.881[0.805, 0.963]) compared to nonfrailty-normal group. In the frail subgroup analysis, overweight was associated with a significantly lower risk of death (HR = 0.838; 95% CI: 0.716, 0.980; p-trend < 0.001). Mortality in the nonfrail population decreased with increasing BMI and the risk of death was lowest in the nonfrailty-overweight group (HR = 0.901; 95% CI: 0.824,0.986; p-trend < 0.001).

conclusionsThe mortality risk is elevated among frail elderly individuals, particularly those who are underweight. Overweight exhibits a protective role in both frail and non-frail elderly persons.

Indexed as

Body Mass IndexFrail ElderlyFrailtyMortalityAgedAged, 80 and overChinaFemaleFollow-Up StudiesHumansLongitudinal StudiesMaleOverweightRisk FactorsBMIChinese Longitudinal Healthy Longevity Survey (CLHLS)FrailtyMortalityOlder adults

Identifiers

PMID40684122
PMCPMC12275446

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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.