Evidence map›Paper›PMID 42237399›Full record

ArticleNutrition & metabolism2026

Associations between estimated glucose disposal rate and peripheral artery disease: evidence from the UK Biobank and NHANES.

Jilang Zeng, Xinjie Zeng, Weihong Lin, Xinjun Lin, Feng Hu, Lin Fan, Cheng Yu, Lianglong Chen

Abstract read
In one paragraph

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

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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Jilang Zeng *Department of Cardiology, Fujian Medical University Union Hospital, Fujian Cardiovascular Medicine Center, Fujian Institute of Coronary Artery Disease, Fujian Cardiovascular Research Center, Fujian Medical University Heart Center, NO.29, Xinquan Road, Fuzhou, 350001, Fujian Province, China.
Xinjie Zeng *Department of Cardiology, Fujian Medical University Union Hospital, Fujian Cardiovascular Medicine Center, Fujian Institute of Coronary Artery Disease, Fujian Cardiovascular Research Center, Fujian Medical University Heart Center, NO.29, Xinquan Road, Fuzhou, 350001, Fujian Province, China.
Weihong Lin *Department of Cardiology, Fujian Medical University Union Hospital, Fujian Cardiovascular Medicine Center, Fujian Institute of Coronary Artery Disease, Fujian Cardiovascular Research Center, Fujian Medical University Heart Center, NO.29, Xinquan Road, Fuzhou, 350001, Fujian Province, China.
Xinjun LinDepartment of Cardiology, Fujian Medical University Union Hospital, Fujian Cardiovascular Medicine Center, Fujian Institute of Coronary Artery Disease, Fujian Cardiovascular Research Center, Fujian Medical University Heart Center, NO.29, Xinquan Road, Fuzhou, 350001, Fujian Province, China.
Feng HuDepartment of Cardiology, Fujian Medical University Union Hospital, Fujian Cardiovascular Medicine Center, Fujian Institute of Coronary Artery Disease, Fujian Cardiovascular Research Center, Fujian Medical University Heart Center, NO.29, Xinquan Road, Fuzhou, 350001, Fujian Province, China.
Lin FanDepartment of Cardiology, Fujian Medical University Union Hospital, Fujian Cardiovascular Medicine Center, Fujian Institute of Coronary Artery Disease, Fujian Cardiovascular Research Center, Fujian Medical University Heart Center, NO.29, Xinquan Road, Fuzhou, 350001, Fujian Province, China. rickfan7587@hotmail.com.
Cheng YuDepartment of Cardiology, Fujian Medical University Union Hospital, Fujian Cardiovascular Medicine Center, Fujian Institute of Coronary Artery Disease, Fujian Cardiovascular Research Center, Fujian Medical University Heart Center, NO.29, Xinquan Road, Fuzhou, 350001, Fujian Province, China. yucheng7@fjmu.edu.cn.
Lianglong ChenDepartment of Cardiology, Fujian Medical University Union Hospital, Fujian Cardiovascular Medicine Center, Fujian Institute of Coronary Artery Disease, Fujian Cardiovascular Research Center, Fujian Medical University Heart Center, NO.29, Xinquan Road, Fuzhou, 350001, Fujian Province, China. cllfjxh1962@163.com.

Funding

Excellent Young Scholars Cultivation Project of Fujian Medical University Union Hospital 2022XH038Joint Funds for the innovation of Science and Technology, Fujian province 2024Y9312
6 · The paper itself

Abstract

backgroundInsulin resistance (IR) is considered a key pathogenic mechanism of peripheral artery disease (PAD). The estimated glucose disposal rate (eGDR) serves as a practical surrogate marker of IR. The study aimed to investigate the association between eGDR and incident PAD risk in the general population.

methodsA total of 456,743 participants free of PAD at baseline were included from the prospective UK Biobank cohort. In addition, we examined the cross-sectional association between eGDR and prevalent PAD among 7,208 participants from the National Health and Nutrition Examination Survey (NHANES) as a supplementary analysis.

resultsMultivariable Cox regression analysis showed that participants in the highest eGDR quartile (Q4) experienced the greatest reduction in the risk of developing PAD compared with the reference group [Q4 vs. Q1; fully adjusted hazard ratio (HR) = 0.67, 95% confidence interval (CI): 0.63-0.72, P < 0.001]. Restricted cubic spline (RCS) curve and threshold effect analysis also suggested a significant nonlinear inverse relationship between eGDR and PAD risk, with an inflection point at 7.829 (P for overall < 0.001; P for nonlinearity < 0.001). Two-piecewise Cox regression further indicated that below the threshold, an increase in eGDR was associated with a greater reduction in PAD risk (HR = 0.85, 95% CI: 0.84-0.87, P < 0.001). A similar inverse association between eGDR and prevalent PAD was observed in the NHANES analysis.

conclusionseGDR was inversely associated with PAD. Further studies are needed to explore the clinical utility of this association.

Indexed as

Estimated glucose disposal rateInsulin resistanceNHANESPeripheral artery diseaseUK Biobank

Identifiers

PMID42237399
PMCPMC13463820

What Socratic holds

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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 Socratic graph.