Evidence map›Paper›PMID 42232756›Full record

ArticleFrontiers in endocrinology2026

Association of the single-point insulin sensitivity estimator with arterial stiffness: a cross-sectional analysis.

Yuzhou Liu, Xinyue Guo, Zhe Meng, Xijia Wang, Hongrui Chen

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

5 authors.

Yuzhou LiuDepartment of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
Xinyue GuoOphthalmological and Optometric Medicine, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Zhe MengDepartment of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
Xijia WangDepartment of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
Hongrui ChenDepartment of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Arterial stiffness is an early marker of vascular damage and cardiovascular risk. SPISE is a simple insulin-free surrogate of insulin sensitivity, but its association with arterial stiffness remains unclear. This study assessed the association between SPISE and brachial-ankle pulse wave velocity (baPWV) in Japanese adults. Methods: A cross-sectional dataset of 912 adults from a health screening program in Gifu, Japan, was analyzed. SPISE was evaluated in two ways, including per-unit variation and quartile grouping. The independent association of SPISE with baPWV was estimated using linear regression techniques. To further explore the pattern of association, spline-based modeling was introduced, and subgroup and sensitivity analyses were further conducted to assess the robustness of the findings. Results: Higher SPISE levels were significantly associated with lower baPWV. With all covariates taken into account, baPWV decreased by 8.48 cm/s for each 1-unit higher SPISE (β = -8.48, 95% CI: -16.00 to -0.96; P = 0.027). Relative to the lowest quartile, the highest SPISE quartile had significantly lower baPWV (β = -56.17, 95% CI: -101.49 to -10.85; P = 0.015), with a significant trend across quartiles (P for trend = 0.013). The association was generally linear and consistent across subgroups. Sensitivity analyses showed that the association was robust to lipid adjustment but attenuated and changed direction after further adjustment for SBP, DBP, and fasting plasma glucose. Conclusion: Higher SPISE was generally associated with lower baPWV in Japanese adults and may serve as an easily obtainable metabolic marker associated with arterial stiffness.

Indexed as

Cardiovascular DiseasesInsulin ResistanceVascular StiffnessAdultAgedAnkle Brachial IndexBiomarkersCross-Sectional StudiesFemaleHumansJapanMaleMiddle AgedPulse Wave AnalysisBiomarkersarterial stiffnessbrachial-ankle pulse wave velocityinsulin sensitivityJapanese adultssingle-point insulin sensitivity estimator

Identifiers

PMID42232756
PMCPMC13223002

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.