Evidence map›Paper›PMID 41233446›Full record

ArticleScientific reports2025

Triglyceride-glucose index and its combination with anthropometric obesity indicators are significant predictors of visceral obesity among the Newfoundland population.

Shanshan Yu, Hongwei Zhang, Jianling Du, Guang Sun

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

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3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Shanshan YuDepartment of Endocrinology, First Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning, China.
Hongwei ZhangDiscipline of Medicine, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL A1B3V6, Canada.
Jianling DuDepartment of Endocrinology, First Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning, China. dujianlingcn@163.com.
Guang SunDiscipline of Medicine, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL A1B3V6, Canada. gsun@mun.ca.

Funding

CIHR MOP192552
6 · The paper itself

Abstract

Visceral obesity (VO) is a critical risk factor for metabolic disorders and cardiovascular diseases. Although DXA, CT, or MRI are reliable tools for measuring visceral adiposity, their routine use is limited by cost and accessibility. The triglyceride-glucose (TyG) index, a surrogate marker of insulin resistance, has shown potential as a cost-effective predictor of VO in type 2 diabetes mellitus (T2DM). However, its relationship with visceral adiposity in generally healthy populations remains unclear. A total of 2921 healthy adults (825 males, 2096 females) without serious metabolic, cardiovascular, or endocrine diseases were included. Anthropometric measurements (including body mass index (BMI), waist circumference (WC), and waist-to-height ratio (WHtR)) and blood analyses (fasting plasma glucose, triglycerides) were performed. Visceral adipose tissue (VAT) mass and volume were measured using DXA. Logistic regression identified independent factors of VO, defined as VAT mass or volume ≥ 85th percentile by sex. ROC curve analyses assessed the predictive ability of TyG and its related indices. Visceral adiposity increased with ascending TyG quartiles in both sexes, showing a dose-dependent manner. Individuals with VO exhibited higher TyG than those without VO in males (8.95 vs. 8.39) and females (8.81 vs. 8.20). TyG was positively correlated with visceral adiposity and identified as an independent risk factor of VO, with stronger associations in females (OR = 3.512, 95%CI: 2.538-4.861) compared to males (OR = 1.575, 95%CI: 1.002-2.477). ROC analyses showed TyG index had a significant predictive value for VO in males (AUC = 0.733) and females (AUC = 0.791). Combining TyG with BMI, WC, and WHtR, further improved predictive accuracy for VO in females (AUC = 0.930 for TyG-BMI, AUC = 0.929 for TyG-WC, and AUC = 0.926 for TyG-WHtR). TyG index is a significant predictor of VO, particularly in females. Combining TyG with BMI, WC, or WHtR enhances its predictive accuracy, making it a simple, low-cost and valuable screening tool for early identification of individuals at risk of VO.

Indexed as

Blood GlucoseObesity, AbdominalTriglyceridesAdultAnthropometryBody Mass IndexFemaleHumansIntra-Abdominal FatMaleMiddle AgedNewfoundland and LabradorRisk FactorsROC CurveWaist CircumferenceBlood GlucoseTriglyceridesCODING studyDual-energy x-ray absorptiometryTriglyceride-glucose indexVisceral obesity

Identifiers

PMID41233446
PMCPMC12615606

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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 OpenQuestion graph.