Evidence mapPaperPMID 42404156Full record

ArticleFrontiers in nutrition2026

Estimated glucose disposal rate and severe abdominal aortic calcification: evidence from a nationally representative study with external validation.

Wenjun Liu, Jijun Wu, Jiawei Peng, Yiduo Bai, Hao Liu, Jianmin Liang

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Article in Frontiers in nutrition, 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

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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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5 · Who and what money

Authors and funding

6 authors.

Wenjun Liu *Division of Vascular and Interventional Radiology, Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China.
Jijun Wu *Department of Interventional Radiology, Zhongshan Torch Development Zone People's Hospital, Zhongshan, China.
Jiawei PengDepartment of Vascular Surgery, Guangdong Provincial Key Laboratory of Major Obstetric Diseases, Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital, Guangzhou Medical University, Guangzhou, China.
Yiduo BaiDepartment of Vascular Surgery, Guangdong Provincial Key Laboratory of Major Obstetric Diseases, Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital, Guangzhou Medical University, Guangzhou, China.
Hao LiuDivision of Vascular and Interventional Radiology, Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China.
Jianmin LiangThe First Department of General Surgery, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Estimated glucose disposal rate (eGDR) is a validated surrogate marker of insulin resistance and has been associated with cardiometabolic risk. However, its relationship with abdominal aortic calcification (AAC) remains incompletely understood, and evidence from independent populations is limited. Methods: We analyzed data from 2,994 adults aged ≥20 years in the National Health and Nutrition Examination Survey (NHANES) 2013-2014. An independent external validation cohort including 745 participants was used to confirm the findings. Severe AAC was defined using the Kauppila scoring system. Multivariable logistic regression models were applied to evaluate the association between eGDR and severe AAC. Dose-response relationships were assessed using restricted cubic spline models, and subgroup analyses were performed to explore potential effect modification. Results: Lower eGDR levels were significantly associated with higher odds of severe AAC in both the NHANES cohort (fully adjusted OR per 1-unit increase: 0.82; 95% CI: 0.75-0.90) and the validation cohort (OR: 0.79; 95% CI: 0.69-0.91). Participants in the highest eGDR tertile had substantially lower odds of severe AAC compared with those in the lowest tertile in both cohorts. Restricted cubic spline analyses demonstrated an approximately linear inverse association between eGDR and severe AAC, with no evidence of nonlinearity. Similar findings were observed in the external validation cohort. Subgroup analyses showed consistent associations across most population strata. Conclusion: Lower eGDR is independently and linearly associated with a higher prevalence of severe AAC. These findings, validated in an independent cohort, support the potential utility of eGDR as a simple and accessible marker for identifying individuals at increased risk of vascular calcification.

Indexed as

abdominal aortic calcificationestimated glucose disposal rateexternal validationinsulin resistanceNHANESsevere abdominal aortic calcification

Identifiers

PMID42404156
PMCPMC13327944

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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.