Evidence map›Paper›PMID 40074808›Full record

ArticleScientific reports2025

Association between TyG-BMI and early-onset hypertension: evidence from NHANES.

Wushuang Li, Chenliang Ge, Jianyong Zhou

Erratum issuedAbstract 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. An erratum has been issued. 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

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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Wushuang LiDepartment of Critical Care Medicine, Jiangbin Hospital of Guangxi Zhuang Autonomous Region, No. 85 Hedi Road, Nanning, 530021, Guangxi, China.
Chenliang GeDepartment of Cardiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China.
Jianyong ZhouDepartment of Critical Care Medicine, Jiangbin Hospital of Guangxi Zhuang Autonomous Region, No. 85 Hedi Road, Nanning, 530021, Guangxi, China. jianyong1394@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Early-onset hypertension (EHT) is a growing concern due to its long-term cardiovascular risks. This study investigated the association between the triglyceride glucose-body mass index (TyG-BMI) and EHT in a nationally representative US sample. EHT was defined as physician-reported hypertension diagnosed before age 40. We used weighted logistic regression models to assess the association between TyG-BMI and EHT, adjusting for potential confounders. Mediation analysis was conducted to examine the role of oxidative stress and inflammation markers in this association. We analyzed data from 5193 adults with age under 40 years from the National Health and Nutrition Examination Survey (NHANES) cycles 2007–2008, 2009–2010, 2013–2014, 2015–2016, and 2017–2018. Participants with EHT had significantly higher TyG-BMI compared to those without EHT (P < 0.001). In multivariable analysis, the highest quartile of Ty-BMI was independently associated with 6.47-fold increased odds of EHT (OR: 6.47, 95% CI: 4.35–9.61) compared to the lowest quartile. This association remained significant across subgroups stratified by gender, race, and smoking status. Gamma-glutamyl transferase (GGT) and uric acid were identified as potential mediators. Higher TyG-BMI is significantly associated with EHT. TyG-BMI may serve as a readily available clinical tool for early identification and management of individuals at increased risk for EHT, facilitating timely interventions to mitigate long-term cardiovascular risks.

Indexed as

Blood GlucoseBody Mass IndexHypertensionTriglyceridesAdultAge of OnsetBiomarkersFemalegamma-GlutamyltransferaseHumansMaleNutrition SurveysRisk FactorsUnited StatesBiomarkersBlood Glucosegamma-GlutamyltransferaseTriglyceridesCardiovascular healthEarly-onset hypertensionNHANESTriglyceride glucose-body mass index

Identifiers

PMID40074808
PMCPMC11903749

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.