Evidence map›Paper›PMID 39871185›Full record

ArticleBMC geriatrics2025

The obesity paradox in osteoporosis risk among older adults is mostly driven by women: a population-based prospective study.

Qingfeng Luo, Shiyong Zhang, Zixin Liang, Danni Wang, Yanlin Zhong, Bin Xia, Peng Xie, Can Wang, Jinqiu Yuan, Ziji Zhang and 1 more

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 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 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

11 authors.

Qingfeng Luo *Department of Gerontology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Shiyong Zhang *Department of Joint Surgery, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, Guangdong, China.
Zixin Liang *Department of Epidemiology and Biostatistics, Clinical Big Data Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China.
Danni WangInstitute of Inflammation and Ageing, University of Birmingham, Birmingham, UK.
Yanlin ZhongDepartment of Joint Surgery, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, Guangdong, China.
Bin XiaDepartment of Epidemiology and Biostatistics, Clinical Big Data Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China.
Peng XieGuangdong Provincial Key Laboratory of Gastroenterology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, China.
Can WangDepartment of Gerontology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Jinqiu YuanDepartment of Epidemiology and Biostatistics, Clinical Big Data Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518107, Guangdong, China. yuanjq5@mail.sysu.edu.cn.
Ziji ZhangDepartment of Joint Surgery, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, Guangdong, China. zhangziji@mail.sysu.edu.cn.
Xingsheng LiDepartment of Gerontology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China. ptlxs@163.com.

Funding

China Postdoctoral Science Foundation 2022MD723741National Natural Science Foundation of China 82302219Natural Science Foundation of Chongqing Municipality 2023NSCQ-MSX0742Natural Science Foundation of Guangdong Province 2022A1515012279
6 · The paper itself

Abstract

objectivesThe obesity paradox is common among older adults at risk for various diseases. Although this paradox has also been observed in the association between obesity and osteoporosis, the available evidence remains controversial. This study aimed to investigate the association between obesity and OP risk in an older population.

methodsA cross-sectional and prospective study was conducted using data from 177,734 participants in the UK Biobank. The association of body mass index (BMI), waist circumference (WC), and fat percentage with BMD was examined using Spearman correlation analysis with baseline BMD data. Cox proportional hazards regression analysis was used to investigate the association between obesity and OP risk. Restricted cubic spline (RCS) were used to assess the nonlinear associations of BMI, WC, and fat percentage with OP.

resultsBaseline cross-sectional analyses revealed a significant positive association between BMI, WC, and fat percentage with BMD in women, whereas this association was very weak in men. A total of 8,998 OP patients were identified during a median follow-up period of 13.7 years. Cox analyses showed that obesity as defined by BMI, WC, and fat percentage was associated with a 33%, 23%, and 31% reduction in the risk of OP in older women but not in men, respectively. Conjoint analysis showed that lower BMI was associated with increased risk of OP in older adults, whereas the lowest risk was observed in women with higher BMI and higher body fat. RCS revealed an inverse J-shaped nonlinear association between obesity metrics and OP risk in women.

conclusionLower BMI is an independent risk factor for OP in older adults, and the obesity paradox for OP risk exists only in women.

Indexed as

ObesityOsteoporosisPopulation SurveillanceAgedAged, 80 and overBody Mass IndexBone DensityCross-Sectional StudiesFemaleFollow-Up StudiesHumansMaleMiddle AgedObesity ParadoxProspective StudiesRisk FactorsObesityObesity paradoxOlder adultsOsteoporosis

Identifiers

PMID39871185
PMCPMC11771068

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Registered trials

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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.