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The Study

Triglyceride-glucose index and triglyceride to high-density lipoprotein cholesterol ratio as potential cardiovascular disease risk factors: an analysis of UK biobank data

In simple terms

This study looked at a bunch of people over many years and found that those with higher TyG and TG/HDL numbers tended to get heart problems later. But it didn’t make anyone change their habits — it just watched what happened. So we can say these numbers are linked to heart disease, but we can’t say they cause it.

72%

Analysis score

72/ 72

Maximum 72 for a cohort study.

Where the score came from

Reporting75
Methodology56
Publication100
Statistical77
Study type (basis of the score)
Cohort Study
Level 2b - Individual cohort study
What’s the bottom line?

Scientists checked two easy-to-calculate numbers from blood tests to see if they could guess who might get heart disease later.

Where does this study sit?

Reviews of RCTs (Meta-analyses)

Max 100

Randomized Trials

Max 90

Reviews of Cohort Studies

Max 85

Cohort Studies

Max 72

Reviews of Case-Control Studies

Max 63

Case-Control Studies

Max 58

Cross-Sectional & Case Series

Max 50

Expert Opinion

Max 5
StrongerWeaker
Cohort Studies
Level 2b
72

72 / 100

Quality score

Groups of people are followed over time to see who develops an outcome. Strong for identifying risk factors and associations, but cannot prove causation as firmly as RCTs.

Cannot establish causation

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Key takeaways

Summary

Based on the study abstract and findings.

  1. 1Yes — even if someone doesn’t have diabetes or high blood pressure yet, these simple blood markers can signal higher heart disease risk years before symptoms appear.
  2. 2People with higher numbers had up to 29% more heart disease over 8 years.
  3. 3These numbers were linked to diabetes, high blood pressure, and bad cholesterol, which explained most of the risk.

Score breakdown, methodology, conflicts of interest, evidence analysis & raw study data

Publication

Journal

Cardiovascular Diabetology

Year

2023

Authors

Bizhong Che, C. Zhong, Ruijie Zhang, Liyuan Pu, Tian Zhao, Yonghong Zhang, Liyuan Han

Open Access
285 citations
Analysis v5

Related Content

Claims (6)

Assertion

Elevated triglyceride-glucose index and triglyceride-to-HDL cholesterol ratio are linked to cardiovascular disease, and dyslipidemia, type 2 diabetes, and hypertension account for 56% and 47% of that link, respectively, showing they are key pathways by which insulin resistance contributes to cardiovascular disease.

Mechanistic
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Assertion

Higher levels of the triglyceride-glucose index and the triglyceride-to-HDL cholesterol ratio are linked to a higher risk of cardiovascular disease, with each standard deviation increase in these measures corresponding to an 8% and 12% higher risk, respectively.

Correlational
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Assertion

Middle-aged adults with higher levels of the triglyceride-glucose index and the triglyceride-to-HDL cholesterol ratio have a 19% and 29% higher rate of cardiovascular disease over 8.1 years, even when accounting for other known risk factors such as age, smoking, and diabetes.

Correlational
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Assertion

People with a higher ratio of triglycerides to HDL cholesterol have a greater likelihood of developing cardiovascular disease.

Correlational
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Assertion

People with a higher ratio of triglycerides to HDL cholesterol have a 37% greater risk of coronary heart disease compared to those with a lower ratio, and this ratio is a stronger indicator of heart disease risk than the triglyceride-glucose index.

Correlational
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Assertion

In people studied, measurements of triglyceride-glucose index and triglyceride-to-HDL cholesterol ratio did not show a statistically significant link to stroke risk when other health factors were accounted for.

Correlational
Read analysis
Fit Body Science verdict — we translate health studies into clear verdicts backed by peer-reviewed research.

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