Evidence mapPaperPMID 42291709Full record

ArticleHealth science reports2026

Association Between Estimated Glucose Disposal Rate and Biological Aging Among U.S. Adults: A Cross-Sectional Study.

Mengjie Zhao, Jing Cao, Mengxuan Li, Jiwei Zhang, Wantong Zhang, Qiuyan Li

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Article in Health science 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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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

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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

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No citing paper in PubMed yet.

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

6 authors.

Mengjie ZhaoXiyuan Hospital China Academy of Chinese Medicine Sciences Beijing China.
Jing CaoBeijing University of Chinese Medicine Beijing China.
Mengxuan LiXiyuan Hospital China Academy of Chinese Medicine Sciences Beijing China.
Jiwei ZhangXiyuan Hospital China Academy of Chinese Medicine Sciences Beijing China.
Wantong ZhangXiyuan Hospital China Academy of Chinese Medicine Sciences Beijing China.ORCID https://orcid.org/0000-0002-4890-3554
Qiuyan LiXiyuan Hospital China Academy of Chinese Medicine Sciences Beijing China.ORCID https://orcid.org/0009-0005-1581-6947

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: Biomarkers of biological aging, including homeostatic dysregulation (HD), Klemera-Doubal method biological age (KDM-BA), and phenotypic age (PA), provide multidimensional quantification of the aging process. Although insulin resistance correlates with accelerated aging, the connection between biological aging and the estimated glucose disposal rate (eGDR)-a proxy indicator of insulin sensitivity-has yet to be systematically examined. Methods: This cross-sectional study analyzed 15,048 U.S. adults from the National Health and Nutrition Examination Survey (NHANES, 2003-2018). eGDR was calculated as: 21.158 - (0.09 × waist circumference) - (3.407 × hypertension) - (0.551 × HbA1c). To evaluate relationships between eGDR and markers of biological aging, weighted multivariable linear and logistic regression models were employed, supplemented by trend analyses. Restricted cubic splines (RCS) modeled nonlinear relationships. Subgroup analyses evaluated effect modifications by demographic/clinical factors. Results: Following comprehensive adjustment, a 1-unit elevation in eGDR demonstrated significant correlations with a 1.88-year decline in KDM-BA ( Conclusion: In this large cross-sectional analysis of US adults, higher eGDR levels were associated with younger biological age and lower odds of accelerated aging. Higher eGDR levels were associated with younger biological age and reduced risks of accelerated aging.

Indexed as

biological ageestimated glucose disposal ratehomeostatic dysregulationNHANESphenotypic age

Identifiers

PMID42291709
PMCPMC13253973

What Socratic holds

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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.