Evidence map›Paper›PMID 42032022›Full record

ArticleScientific reports2026

The obesity paradox in bone health: high prevalence of osteoporosis and its non-linear association with BMI among urban elderly in China.

Fangfang Li, Minzhi Yang, Huan Du, Ying Xiao, Xiaojun Fei, Wenting Zhao, Qiong Wu, Bin Huang, Qin Liu

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited 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

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3 · Its place in the literature

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4 · The record

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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.

Fangfang Li *Department of Rehabilitation Medicine, Suzhou Ninth People's Hospital, 2666 Ludang Road, Songling Street, Wujiang District, Suzhou, 215200, China.
Minzhi Yang *Department of Rehabilitation Medicine, Suzhou Ninth People's Hospital, 2666 Ludang Road, Songling Street, Wujiang District, Suzhou, 215200, China.
Huan DuDepartment of Rehabilitation Medicine, Suzhou Ninth People's Hospital, 2666 Ludang Road, Songling Street, Wujiang District, Suzhou, 215200, China. xykk@qq.com.ORCID http://orcid.org/0009-0009-0130-6240
Ying XiaoDepartment of Rehabilitation Medicine, Suzhou Ninth People's Hospital, 2666 Ludang Road, Songling Street, Wujiang District, Suzhou, 215200, China.
Xiaojun FeiDepartment of Rehabilitation Medicine, Suzhou Ninth People's Hospital, 2666 Ludang Road, Songling Street, Wujiang District, Suzhou, 215200, China.
Wenting ZhaoDepartment of Rehabilitation Medicine, Suzhou Ninth People's Hospital, 2666 Ludang Road, Songling Street, Wujiang District, Suzhou, 215200, China.
Qiong WuDepartment of Rehabilitation Medicine, Suzhou Ninth People's Hospital, 2666 Ludang Road, Songling Street, Wujiang District, Suzhou, 215200, China.
Bin HuangDepartment of Rehabilitation Medicine, Suzhou Ninth People's Hospital, 2666 Ludang Road, Songling Street, Wujiang District, Suzhou, 215200, China.
Qin LiuDepartment of Rehabilitation Medicine, Suzhou Ninth People's Hospital, 2666 Ludang Road, Songling Street, Wujiang District, Suzhou, 215200, China. 543854296@qq.com.ORCID http://orcid.org/0009-0000-3931-0813

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Osteoporosis is a major public health concern in aging populations. Although data from rural Chinese populations are available, large-scale epidemiological studies on osteoporosis prevalence and its risk factors, particularly the complex relationship with body mass index (BMI), remain limited among urban community-dwelling elderly in China. A community-based cross-sectional study was conducted from April to August 2025 among elderly residents (aged ≥ 60 years) in Jiangling Sub-district, Suzhou. Participants were derived from a government-sponsored, non-mandatory health examination program through a two-stage voluntary process. Bone mineral density (BMD) was measured at the non-dominant distal radius using portable dual-energy X-ray absorptiometry (pDXA). Osteoporosis was defined as a T-score ≤ -2.5. Multivariate logistic regression was used to identify factors associated with osteoporosis. Among 6,496 participants (mean age 74.2 years, 55.2% female), the overall prevalence of osteoporosis was 46.7%. Prevalence was significantly higher in women (65.8%) than in men (23.2%) and increased markedly with age (from 32.6% in 60–69 years to 58.7% in ≥ 80 years). A non-linear relationship with BMI was observed: the highest prevalence was in the obese group (63.3%), followed by normal weight (50.1%), underweight (45.7%), and overweight (37.5%) groups. After adjusting for age and gender, female sex (OR = 6.28, 95% CI: 5.50–7.18) and obesity (OR = 2.18, 95% CI: 1.84–2.59) were independent risk factors, while overweight was protective (OR = 0.69, 95% CI: 0.60–0.80). This novel U-shaped relationship challenges conventional wisdom regarding the protective effect of higher body weight on bone health and suggests the existence of an optimal weight range for bone health in elderly populations. This study reveals a high prevalence of osteoporosis in an urban Chinese elderly population. The finding that obesity is an independent risk factor while overweight is protective challenges conventional wisdom and suggests that maintaining an optimal weight range (overweight by Chinese standards) may be crucial for bone health. Public health strategies should integrate targeted osteoporosis screening and promote evidence-based optimal weight management for bone health in urban elderly communities.

Indexed as

Body Mass IndexObesityOsteoporosisAbsorptiometry, PhotonAgedAged, 80 and overBone DensityChinaCross-Sectional StudiesFemaleHumansMaleMiddle AgedPrevalenceRisk FactorsUrban PopulationBody Mass IndexElderlyObesityOsteoporosisPortable DXAPrevalenceRisk factorsUrban community

Identifiers

PMID42032022
PMCPMC13276384

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LicenceCC BY-NC-ND
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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.