Evidence map›Paper›PMID 41703491›Full record

ArticleBMC public health2026

Association between sarcopenic obesity and kidney stones: evidence from a prospective cohort study on the UK Biobank.

Jiahao Zhang, Shuai Jiang, Linghua Huang, Ken Ling, Zhicheng Tang, Juan Wang, Han Cong, Haoliang Wu, Yuxin Qian, Zhaohui He and 1 more

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Jiahao Zhang *Department of Urology, The Eighth Affiliated Hospital, Sun Yat-Sen University, Futian District, Shennan Zhong Road #3025, Shenzhen, 518033, Guangdong, China.
Shuai Jiang *School of Medicine, Sun Yat-Sen University, Shenzhen, 518107, Guangdong, China.
Linghua Huang *Department of Endocrinology, The First Affiliated Hospital, Guangzhou Medical University, Guangzhou, 510163, Guangdong, China.
Ken LingSchool of Medicine, Sun Yat-Sen University, Shenzhen, 518107, Guangdong, China.
Zhicheng TangDepartment of Urology, The Eighth Affiliated Hospital, Sun Yat-Sen University, Futian District, Shennan Zhong Road #3025, Shenzhen, 518033, Guangdong, China.
Juan WangDepartment of Urology, The Eighth Affiliated Hospital, Sun Yat-Sen University, Futian District, Shennan Zhong Road #3025, Shenzhen, 518033, Guangdong, China.
Han CongDepartment of Urology, The Eighth Affiliated Hospital, Sun Yat-Sen University, Futian District, Shennan Zhong Road #3025, Shenzhen, 518033, Guangdong, China.
Haoliang WuDepartment of Urology, The Eighth Affiliated Hospital, Sun Yat-Sen University, Futian District, Shennan Zhong Road #3025, Shenzhen, 518033, Guangdong, China.
Yuxin QianDepartment of Urology, The Eighth Affiliated Hospital, Sun Yat-Sen University, Futian District, Shennan Zhong Road #3025, Shenzhen, 518033, Guangdong, China.
Zhaohui HeDepartment of Urology, The Eighth Affiliated Hospital, Sun Yat-Sen University, Futian District, Shennan Zhong Road #3025, Shenzhen, 518033, Guangdong, China. hechh9@mail.sysu.edu.cn.
Fucai TangDepartment of Urology, The Eighth Affiliated Hospital, Sun Yat-Sen University, Futian District, Shennan Zhong Road #3025, Shenzhen, 518033, Guangdong, China. tangfc@mail.sysu.edu.cn.

Funding

Guangdong Province Science and Technology Innovation Strategic Special Foundation pdjh2025bk011Natural Science Foundation of Guangdong Province 2025A1515010493Shenzhen Science and Technology Program ZDSYS20220606100801004 and JCYJ20250604142718023The Key Department of Urology, Futian District, Shenzhen, Guangdong Province, China QZDZK202414The project of the Eighth Affiliated Hospital of Sun Yat-sen University GCCRCYJ010
6 · The paper itself

Abstract

backgroundsKidney stone disease (KSD) is closely linked to metabolic disturbances, and sarcopenic obesity (SO) has been proven as a risk factor in multiple diseases. This study is to probe the prospective association and potential mediators between SO and KSD.

methodsWe conducted a prospective cohort analysis of 157,505 participants from the UK Biobank. The primary exposure was SO, defined by body mass index, handgrip strength, and muscle mass. Participants were classified as control group, obesity alone, sarcopenia alone, and SO group. The primary outcomes were the incidence and onset time of KSD. The potential mediators were multiple insulin resistance-related indexes and inflammatory markers. The models adjusted for social characteristics, personal lifestyle habits, dietary factors, blood biochemistry, and baseline disease history. We applied Cox regression models, cumulative incidence curves, sensitivity analysis, hierarchical and interaction analysis, and mediation analysis to probe these associations.

resultsAmong the 157,505 participants, 7,501 (4.76%) had sarcopenia alone, 1,407 (0.89%) had SO, and 1,592 participants (1.01%) developed KSD. In cumulative incidence curves, compared with the control group, a higher incidence of KSD was observed in the SO group. In fully adjusted models, the incident KSD risk was elevated by 48% (95%CI:1.32–1.67), 33% (95% CI: 1.05–1.68), and 83% (95% CI: 1.26–2.67) in the obesity alone group, sarcopenia alone group, and SO group, respectively. Four sensitivity analyses yielded consistent results. In different genders and ages, the increased risk of KSD associated with SO shows some differences: in females, males, participants aged < 60 and ≥ 60 years old, the KSD risk in participants with SO increased by 108% (95%CI:1.18–3.68), 69% (95%CI:1.02–2.80), 103%(95%CI:1.23–3.33), and 61% (95%CI:0.90–2.88), respectively. Triglyceride-glucose (TyG), triglyceride/high-density lipoprotein cholesterol (TG/HDL-C), neutrophil, white blood cell (WBC), C-reactive protein (CRP), monocyte, and CRP-to-Albumin ratio (CAR) partially mediate the association between SO and KSD, with proportions mediated (PM) of 11.2%, 7.2%, 4.5%, 2.7%, 8.7%, 1.2%, and 8.9%, respectively (all P < 0.01).

conclusionsSarcopenia and SO are significantly associated with an elevated incident KSD risk. Insulin resistance and inflammation play a significant partial mediating effect between SO and KSD. Participants with SO should pay attention to the prevention of kidney stones.

Indexed as

Kidney CalculiObesitySarcopeniaAgedBiological Specimen BanksBody Mass IndexFemaleHumansIncidenceMaleMiddle AgedProspective StudiesRisk FactorsUK BiobankUnited KingdomKidney stone diseaseObesitySarcopeniaSarcopenic obesityUK Biobank

Identifiers

PMID41703491
PMCPMC13015012

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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.