Evidence map›Paper›PMID 39828736›Full record

ArticleScientific reports2025

Association of the triglyceride glucose index with obesity indicators and hypertension in American adults based on NHANES 2013 to 2018.

Pingping Huang, Hongwei Zhang, Gaocan Ren, Yifei Wang, Shuangqing Fu, Yicheng Liu, Zhibo Zhang, Lijun Guo, Xiaochang Ma

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 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–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

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

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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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

9 authors.

Pingping HuangXiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
Hongwei ZhangXiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
Gaocan RenXiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
Yifei WangGraduate School, China Academy of Chinese Medical Sciences, Beijing, China.
Shuangqing FuGraduate School, China Academy of Chinese Medical Sciences, Beijing, China.
Yicheng LiuXiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
Zhibo ZhangGraduate School, China Academy of Chinese Medical Sciences, Beijing, China.
Lijun GuoNational Clinical Research Center for Chinese Medicine Cardiology, Beijing, China.
Xiaochang MaNational Clinical Research Center for Chinese Medicine Cardiology, Beijing, China. maxiaochang@x263.net.

Funding

National Natural Science Foundation of China 82374280
6 · The paper itself

Abstract

This cross-sectional study aimed to investigate the association between the TyG index and both obesity indicators and hypertension among American adults. Data were drawn from 4,813 adults in the 2013-2018 National Health and Nutrition Examination Survey (NHANES). Multivariate logistic regression models indicated significant associations between TyG and obesity-related indices with hypertension. Using Cox regression analysis, we examined the relationship between TyG and obesity-related indices in relation to hypertensive prognosis, employing threshold effect analysis and fitted smoothed curves for consistency. Subgroup analyses and interaction tests were conducted. Results showed strong correlations between TyG, TyG-BMI, TyG-WHtR, TyG-WC and hypertension, with odds ratios (ORs) of hypertension rising across TyG quartiles (Q1-Q4). Cardiovascular mortality analysis revealed that TyG (HR = 1.89, 95% CI (1.03,3.51), P < 0.05) and the Q2 group (HR = 4.93, 95% CI (1.29,18.80), P < 0.05) were significantly associated with increased risk. A positive correlation between TyG and hypertension was noted below a threshold of 8.1, with inverse associations beyond this point. The TyG-BMI, TyG-WHtR, and TyG-WC exhibited positive correlations with hypertension, although weakened after reaching a certain threshold. These findings suggested that TyG and related indices are associated with hypertension and may aid in understanding risk stratification in this context.

Indexed as

Blood GlucoseHypertensionObesityTriglyceridesAdultAgedBody Mass IndexCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysRisk FactorsUnited StatesBlood GlucoseTriglyceridesCross-sectional studyHypertensionNHANESTyGTyG-BMITyG-WCTyG-WHtR

Identifiers

PMID39828736
PMCPMC11743756

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.