Evidence map›Paper›PMID 40290417›Full record

ArticleAmerican journal of preventive cardiology2025

Prognostic value of triglyceride-glucose index on predicting major adverse cardiovascular events in hypertensive patients: a systematic review and meta-analysis.

Iwan Dakota, Wilbert Huang, Matthew Aldo Wijayanto, Apridya Nurhafizah, Alya Roosrahima Khairunnisa, Shela Rachmayanti, Enny Yuliana, Angela Felicia Sunjaya, Bambang Budi Siswanto

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Article in American journal of preventive cardiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

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0cells of the map it votes in
19citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

19 citing papers in PubMed.

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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

9 authors.

Iwan DakotaNational Cardiovascular Center Harapan Kita, Indonesia.
Wilbert HuangNational Cardiovascular Center Harapan Kita, Indonesia.
Matthew Aldo WijayantoNational Cardiovascular Center Harapan Kita, Indonesia.
Apridya NurhafizahNational Cardiovascular Center Harapan Kita, Indonesia.
Alya Roosrahima KhairunnisaNational Cardiovascular Center Harapan Kita, Indonesia.
Shela RachmayantiNational Cardiovascular Center Harapan Kita, Indonesia.
Enny YulianaNational Cardiovascular Center Harapan Kita, Indonesia.
Angela Felicia SunjayaNational Cardiovascular Center Harapan Kita, Indonesia.
Bambang Budi SiswantoNational Cardiovascular Center Harapan Kita, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Triglyceride- glucose (TyG) index, a marker of insulin resistance, has been shown to be associated with the incidence of cardiometabolic diseases including hypertension. However, the prognostic role of TyG index is unknown. Hence, we aim to determine the association of TyG index with major adverse cardiovascular events (MACE) in hypertensive patients. Methods: Systematic searching was conducted on 3 databases up till November 2024. We included studies with hypertensive patients despite their comorbidities. Outcome measured is MACE and its individual components. Random effect model meta-analysis is done to pool the results with similar reference point. Results: Twenty observational studies with a total of 451,455 patients of 40 - 70 years old are included. Meta-analysis result shows that higher TyG index is associated with a statistically significant increased risk of MACE (HR 1.90, CI: 1.41 - 2.57, I Conclusion: TyG index is a reliable prognostic marker of MACE in hypertensive patients and can be utilized in population despite their age, diabetic status, and gender.

Indexed as

GlucoseTriglycerideTriglyceride- glucose indexTyG

Identifiers

PMID40290417
PMCPMC12032867

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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.