Evidence map›Paper›PMID 40471483›Full record

ArticleAging clinical and experimental research2025

Association between weight change in adulthood and risk of frailty among middle-aged and older adults: a cross-sectional study from NHANES.

Linsen Li, Junkun Zhan, Yanjiao Wang, Yi Wang, Shuang Li, Youshuo Liu

Abstract read
In one paragraph

Article in Aging clinical and experimental research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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0cells of the map it votes in
3citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Linsen LiDepartment of Geriatrics, Institute of Aging and Age-Related Disease Research, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China.
Junkun ZhanDepartment of Geriatrics, Institute of Aging and Age-Related Disease Research, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China.
Yanjiao WangDepartment of Geriatrics, Institute of Aging and Age-Related Disease Research, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China.
Yi WangDepartment of Geriatrics, Institute of Aging and Age-Related Disease Research, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China.
Shuang LiDepartment of Geriatrics, Institute of Aging and Age-Related Disease Research, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China. ls330013@csu.edu.cn.
Youshuo LiuDepartment of Geriatrics, Institute of Aging and Age-Related Disease Research, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China. liuyoushuo@csu.edu.cn.ORCID http://orcid.org/0000-0001-9835-4074

Funding

National Natural Science Foundation of China 82071593
6 · The paper itself

Abstract

backgroundThere is limited research on the relationship between weight changes and the risk of frailty. This study aimed to investigate the association between weight changes throughout adulthood and frailty risk among middle-aged and older adults using data from the National Health and Nutrition Examination Survey (NHANES).

methodsWe analyzed data from 12,009 adults aged 50 years and older from the 2007-2018 NHANES. Weighted logistic regression models were used to examine the associations between weight changes and frailty risk. In addition, restricted cubic splines (RCS) were applied to explore potential non-linear relationships.

resultsOver the course of adulthood, participants in the categories of maximum overweight, obese to non-obese, non-obese to obese, and stable obese demonstrated a significantly higher risk of frailty compared to the stable normal. The corresponding odds ratios were of 1.28 (95% CI: 1.07, 1.55), 2.50 (95% CI: 1.56, 4.01), 2.57 (95% CI: 2.15, 3.08), and 5.26 (95% CI: 4.03, 6.85), respectively. Additionally, weight loss of ≥ 2.5 kg within the 10 years prior to recruitment was associated with increased frailty risk, with an odds ratio of 1.24 (95% CI: 1.03, 1.50).

conclusionThis study found that patterns of weight change, including maximum overweight, obese to non-obese, non-obese to obese, and stable obesity, were significantly associated with an increased risk of frailty. Weight loss from middle to late adulthood and weight gain throughout adulthood were significant associated with an increased risk of frailty. These findings highlight the importance of maintaining a healthy body weight throughout adulthood.

Indexed as

FrailtyWeight GainWeight LossAgedBody Mass IndexCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysObesityOverweightRisk FactorsBody mass indexFrailtyObesityWeight change

Identifiers

PMID40471483
PMCPMC12141362

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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.