Evidence map›Paper›PMID 40461588›Full record

Observational studyScientific reports2025

Comparison of triglyceride-glucose related indices in prediction of cardiometabolic disease incidence among US midlife women.

Duo Yang, Xiang Li, Chao Qu, Jiayi Yi, Hai Gao

Abstract readObservational StudyComparative Study
In one paragraph

Observational study in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Observational
  4. Review
  5. 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.

Duo YangCenter for Coronary Heart Disease, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Xiang LiCenter for Coronary Heart Disease, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Chao QuCenter for Coronary Heart Disease, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Jiayi YiCenter for Coronary Heart Disease, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Hai GaoCenter for Coronary Heart Disease, Beijing Anzhen Hospital, Capital Medical University, Beijing, China. gaohai1221@mail.ccmu.edu.cn.

Funding

Capital's Funds for Health Improvement and Research CFH 2022-1-2062
6 · The paper itself

Abstract

The effects of triglyceride-glucose (TyG) related indices on cardiometabolic disease (CMD) are still unclear. Our study aimed to investigate the relationship between the TyG-related indices and CMD risk among midlife women. This retrospective observational cohort study utilized data from the 2020 SWAN participants. The TyG index was computed as Ln [fasting triglyceride (mg/dL) × fasting glucose (mg/dL)/2]. Modified TyG indices were created by integrating TyG with body mass index (BMI), waist circumference (WC), and waist-to-height ratio (WHtR). Multivariate Cox proportional hazards regression and receiver operating characteristic (ROC) analyses were conducted to assess the associations and predictive capacities of TyG and its related indices with CMD incidences. The mean age of participants was 45.7 years, comprising 420 (20.8%) Black, 184 (9.1%) Chinese, 225 (11.1%) Japanese, and 1191 (58.9%) Caucasian or Hispanic women. Over a 10-year follow-up, 837 women (41.4%) developed CMD. Compared to the lowest quartile, the adjusted hazard ratios (95% confidence intervals) for incident CMD in the highest quartile for TyG, TyG-BMI, TyG-WC, and TyG-WHtR were 1.78 (1.41-2.25), 3.26 (2.51-4.24), 3.13 (2.41-4.06), and 3.19 (2.47-4.12), respectively. The area under the ROC curve for modified TyG indices was significantly higher than that for the TyG index alone. Both the TyG and modified TyG indices were significantly associated with new-onset CMD, with modified TyG indices showing superior performance in identifying individuals at risk for CMD.

Indexed as

Blood GlucoseCardiovascular DiseasesTriglyceridesAdultBody Mass IndexFemaleHumansIncidenceMiddle AgedRetrospective StudiesRisk FactorsROC CurveUnited StatesWaist CircumferenceBlood GlucoseTriglycerides

Identifiers

PMID40461588
PMCPMC12134110

What OpenQuestion 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 OpenQuestion graph.