Evidence mapPaperPMID 41457293Full record

ArticleCardiovascular diabetology. Endocrinology reports2025

Associations between novel triglyceride-glucose-related indices and the incidence of hypertension among Chinese middle-aged and elderly adults: a nationwide prospective cohort study.

Zhoubin Cao, Jian Wang, Naidong Pang, Yingxiang Lin, Xingpeng Liu

Abstract read
In one paragraph

Article in Cardiovascular diabetology. Endocrinology 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

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

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

5 authors.

Zhoubin Cao *Department of Cardiology, Heart Center, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Jian Wang *Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Naidong PangDepartment of Cardiology, Heart Center, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Yingxiang LinDepartment of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China. bjlin666@163.com.
Xingpeng LiuDepartment of Cardiology, Heart Center, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China. xpliu71@vip.sina.com.

Funding

National Natural Science Foundation of China 82270325
6 · The paper itself

Abstract

backgroundNovel triglyceride-glucose-related(TyG-related) indices have garnered increasing interest as predictors of cardiometabolic risk. However, their prospective associations with the incidence of hypertension among middle-aged and elderly adults are insufficiently characterized.

methodsWe analysed 4,541 participants aged 45 years or older, with no history of hypertension at baseline, from the China Health and Retirement Longitudinal Study (CHARLS). Cox proportional hazards regression and restricted cubic spline (RCS) regression analyses were applied to assess the associations between the novel TyG-related indices and incident hypertension. Time-dependent ROC curves were used to assess the predictive discriminatory ability of the model at different time points over time. We used the NRI and IDI to evaluate the improvement in risk prediction capability of TyG-related indices compared to the TyG index alone and BMI. The robustness of the study findings was examined, to some extent, through subgroup and sensitivity analyses.

resultsIn the longitudinal analysis, 1,484 participants (32.7%) experienced an new-onset hypertension. In fully adjusted models, each 1-SD increase in TyG–BRI, TyG–ABSI, TyG–WWI, and TyG–CVAI was associated with hypertension hazards of 1.21 (95% CI, 1.14–1.28), 1.09 (1.03–1.16), 1.12 (1.05–1.19), and 1.21 (1.18–1.28), respectively. RCS analysis revealed a significant positive linear association between TyG-related indices and the risk of incident hypertension. The time-dependent ROC curves demonstrated that TyG-BRI and TyG-CVAI consistently exhibited higher AUC values over time compared with TyG-ABSI and TyG-WWI, indicating better discriminatory performance, although the Delong test suggested that these differences were not statistically significant in most cases. TyG-BRI and TyG-CVAI demonstrated better predictive performance compared to the TyG index and base model, as evidenced by higher improvements in both NRI and IDI across multiple follow-up periods. The findings were consistent across multiple subgroup and sensitivity analyses.

conclusionAll four TyG-related indices were significantly associated with the risk of incident hypertension among middle-aged and older Chinese adults, emphasizing the need to increase attention to these indices to enhance hypertension detection and prevention in this population.

Indexed as

China health and retirement longitudinal studyHypertension riskTriglyceride-glucose-related indices

Identifiers

PMID41457293
PMCPMC12746625

What Socratic holds

Textmetadata
LicenceCC BY
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.