Evidence map›Paper›PMID 42295440›Full record

ArticleUrolithiasis2026

Computed Tomography-Derived visceral fat area is associated with increased risk of kidney stone recurrence.

Shih-Hsien Kuo, Ming-Ru Lee, Chien-Hsiang Chang, Chun-Hung Richard Lin, Szu-Chia Chen, Jiun-Hung Geng

Abstract read
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In one paragraph

Article in Urolithiasis, 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

6 authors.

Shih-Hsien KuoDepartment of Urology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, 100 Shih-Chuan 1st Road, 807, Kaohsiung, Kaohsiung, Taiwan.
Ming-Ru LeeDepartment of Urology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, 100 Shih-Chuan 1st Road, 807, Kaohsiung, Kaohsiung, Taiwan.
Chien-Hsiang ChangDepartment of Computer Science and Engineering, National Sun Yat-Sen University, Kaohsiung, Taiwan.
Chun-Hung Richard LinDepartment of Computer Science and Engineering, National Sun Yat-Sen University, Kaohsiung, Taiwan.
Szu-Chia ChenDepartment of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.
Jiun-Hung GengDepartment of Urology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, 100 Shih-Chuan 1st Road, 807, Kaohsiung, Kaohsiung, Taiwan. u9001090@hotmail.com.

Funding

Kaohsiung Medical University KMU-TC109A01-1; NHRIKMU-113-I001; KMUH112-2R59; KMUH113-3R52; KMU-TC114B05; KMU-TC114A01Kaohsiung Municipal Siaogang Hospital H-114-01Kaohsiung Municipal Siaogang Hospital S-111-16; KMHK-112-23; S-112-01; S-113-01; I-113-01; H-113-10National Science and Technology Council MOST 111-2314-B-037-061; MOST 112-2314-B-037-115-MY2; NSTC 111-2218-E-037-001; NSTC 112-2218-E-037-001; NSTC 113-2218-E-037-001; NSTC 112-2314-B-037-127; NSTC 113-2314-B-037-016; NSTC 114-2314-B-037-024; NSTC 114-2314-B-037-025
6 · The paper itself

Abstract

Visceral adiposity has been implicated in metabolic dysregulation and chronic inflammation, both of which may contribute to kidney stone recurrence. However, accurate and reproducible quantification of visceral fat in routine clinical practice remains challenging. This study aimed to investigate the association between visceral fat area (VFA) quantified from computed tomography (CT) images and the risk of kidney stone recurrence. We retrospectively analyzed patients with urolithiasis who underwent abdominal CT imaging. Visceral fat area was automatically quantified using a previously validated artificial intelligence (AI)-based CT segmentation system. Clinical characteristics and stone recurrence outcomes were collected. Multivariable regression models were applied to assess the association between VFA and stone recurrence after adjustment for relevant confounders. A total of 131 patients were included, of whom 73 (48%) experienced stone recurrence during a mean follow-up of 47 weeks. Patients with recurrence had significantly higher visceral fat area. High VFA was independently associated with increased recurrence risk (adjusted hazard ratio [HR] 1.71, 95% confidence interval [CI] 1.03 to 2.82). Subgroup analyses demonstrated a stronger association in younger patients (HR 2.45, 95% CI 1.23 to 4.89), while no significant association was observed in older patients or across sexes. CT-derived visceral fat area was independently associated with kidney stone recurrence in this retrospective cohort. These findings suggest that visceral adiposity may serve as a useful imaging biomarker for risk stratification. Further prospective studies are warranted to validate its clinical utility.

Indexed as

Intra-Abdominal FatKidney CalculiTomography, X-Ray ComputedAdultAgedFemaleHumansMaleMiddle AgedRecurrenceRetrospective StudiesRisk AssessmentRisk FactorsArtificial intelligenceKidney stone diseaseRecurrenceRisk stratificationUrolithiasisVisceral fat area

Identifiers

What Socratic holds

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Registered trials

None linked

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 Socratic graph.