Evidence map›Paper›PMID 40546456›Full record

ArticleRisk management and healthcare policy2025

The Impact of Triglyceride-Glucose Index on Carotid Atherosclerosis: A Prospective Cohort Study in Middle Aged and Elderly Low-Income in Rural Chinese.

Juan Meng, Yuting Lu, Xuewei Gao, Juan Hao, Xiao Li, Xianjia Ning, Wenjuan Zhang, Jinghua Wang

Abstract read
In one paragraph

Article in Risk management and healthcare policy, 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

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. Review
  2. Article
  3. Article
  4. Review
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

8 authors.

Juan Meng *Department of Cardiology, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China.
Yuting Lu *School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, People's Republic of China.ORCID 0009-0002-8755-2539
Xuewei Gao *Department of Ultrasonography, Tianjin Jizhou People's Hospital, Tianjin, 301900, People's Republic of China.
Juan HaoDepartment of Neurology, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China.
Xiao LiDepartment of Neurology, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China.
Xianjia NingDepartment of Neurology, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China.
Wenjuan ZhangDepartment of Cardiology, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China.ORCID 0000-0001-5955-3177
Jinghua WangDepartment of Neurology, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China.ORCID 0000-0003-2619-0570

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Atherosclerotic cardiovascular disease (ASCVD) is a major global health burden. The triglyceride-glucose (TyG) index, as a surrogate marker of insulin resistance, is associated with atherosclerosis, but its role in predicting carotid plaque and intima-media thickness (IMT) changes remains unclear. This study aimed to assess the relationship between the TyG index and carotid plaque incidence and IMT changes over a six-year period in a cohort of middle-aged and elderly individuals with low income and low education in rural China. Methods: The study was conducted from 2014 to 2020 in 18 rural villages in Tianjin, China. A total of 2702 participants were included in the IMT analysis, and after excluding those with carotid plaques at baseline, 1595 participants were included in the plaque incidence analysis. Multivariate logistic regression was used to assess the relationship between the TyG index and outcomes. Subgroup analyses were based on significant indicators from the multivariate adjustment. Results: During the six-year follow-up, 551 new cases of carotid plaque were identified, with an incidence rate of 34.5%. Univariate analysis showed a significant association between the TyG index and increased plaque incidence. However, after adjusting for multiple confounders, the TyG index emerged as an independent predictor only for IMT increase. Each 1-unit increase in TyG was associated with a 49% increased risk (RR: 1.49; 95% CI: 1.05-2.13; P = 0.026), with this association being particularly strong in males, individuals aged ≥60 years, and those without hypertension. Conclusion: Results highlight the importance of incorporating the TyG index into cardiovascular risk assessments, especially for IMT changes in specific subpopulations. The study underscores the need for targeted prevention strategies in rural, low-education and low-income populations. Future research is needed to elucidate the potential interactions between the TyG index and other metabolic factors in ASCVD.

Indexed as

cardiovascular risk factorscarotid plaqueintima-media thicknessrural populationstriglyceride-glucose index

Identifiers

PMID40546456
PMCPMC12182086

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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 OpenQuestion graph.