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April 26, 2025BMC Cardiovascular DisordersOpen Access

Higher triglyceride-glucose index linked to ~24% greater cardiovascular mortality risk.

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Why the study?

The relationship between the triglyceride-glucose index and cardiovascular mortality risk remains limited and controversial, particularly when accounting for non-cardiovascular mortality as a competing risk.

Does a higher triglyceride-glucose index increase the risk of cardiovascular mortality in populations aged 18-80 years?

Population

23,800 participants aged 18-80 years from NHANES 1999-2018

Comparison

Levels of triglyceride-glucose (TyG) index

Design

Observational cohort study using NHANES data

Key result

The triglyceride-glucose index was positively associated with cardiovascular mortality risk (HR 1.24; 95% CI 1.08-1.41; P=0.0017), with risk intensifying beyond a threshold of 9.4.

Authors

JYJianchun YaoJLJinping LuLLLI Lin-fen

Discussion

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Member takes

Overview

TyG index was associated with higher cardiovascular mortality beyond 9.4; hypothesis-generating and should not yet change practice.

Study Design

Type

Cohort (n=23,800)

Multicenter

Yes

Structured PICO

Does a higher triglyceride-glucose index increase the risk of cardiovascular mortality in populations aged 18-80 years?

P
Population
23,800 participants aged 18-80 years from NHANES 1999-2018, mean age 47.75 ± 18.06 years, 51.72% female.
I
Intervention
Triglyceride-glucose (TyG) index
C
Comparator
Lower TyG index (specifically < 9.4)
O
Outcome
Cardiovascular mortalityhard clinical

Main Result

Effect estimate: HR 1.24 (95% CI 1.08-1.41)

p-value: p=0.0017

The TyG index has a non-linear, reversed L-shaped relationship with cardiovascular mortality, with risk significantly increasing when the index exceeds 9.4.

Cite This Study

Yao et al. (2025) conducted a cohort in Cardiovascular mortality risk (n=23,800). Triglyceride-glucose index (TyG index) was evaluated on Cardiovascular mortality (HR 1.24, 95% CI 1.08-1.41, p=0.0017). The triglyceride-glucose index was positively associated with cardiovascular mortality risk (HR 1.24; 95% CI 1.08-1.41; P=0.0017), with risk intensifying beyond a threshold of 9.4.

synapsesocial.com/papers/6a0a02dd16dfdfe7ed348b41https://doi.org/10.1186/s12872-025-04778-6
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Nonlinear Relationship Between the Triglyceride–Glucose Index and All‐Cause and Cardiovascular Mortality in Diabetes Mellitus Patients With Hypertension: A National Cohort Study2026
  2. 2Association between triglyceride–glucose index and all-cause and cardiovascular mortality in US adults: A cohort study2025 · 1 citations
  3. 3Association of triglyceride glucose index with all-cause and cardiovascular mortality in the general population2023 · 145 citations
  4. 4Non-linear association between the triglyceride-glucose index and all-cause and cardiovascular mortality in diabetes mellitus patients with hypertension: a retrospective cohort study2025 · 1 citations
  5. 5Association between Triglyceride-Glucose Index and risk of all-cause and cardiovascular mortality in adults with prior cardiovascular disease: a cohort study using data from the US National Health and Nutrition Examination Survey, 2007–20182024 · 11 citations