Evidence map›Paper›PMID 40587089›Full record

ReviewAnnals of African medicine2026

The Triglyceride-Glucose Index: A Novel Marker for Clinical Atherosclerotic Cardiovascular Disease Risk Stratification.

Rahul Chikatimalla, Namita Ruhela, Mohammad Hazique, Yash Vardhan Trivedi, Priyanka Jain, Baltej Singh, Rohit Jain

Abstract readReview
In one paragraph

Review in Annals of African medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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

7 authors.

Rahul ChikatimallaDepartment of Medicine, Kamineni Institute of Medical Sciences, Narketpally, Telangana, India.
Namita RuhelaDepartment of Medicine, Aureus University School of Medicine, Oranjestad, Aruba, NY, USA.
Mohammad HaziqueDepartment of Internal Medicine, Vassar Brothers Medical Center, Poughkeepsie, NY, USA.
Yash Vardhan TrivediDepartment of Medicine, Jawaharlal Nehru Medical College, Ajmer, Rajasthan, India.
Priyanka JainFox Valley Dental Care, Elgin, IL, USA.
Baltej SinghDepartment of Medicine, Christiana Care Health System, Newark, DE, USA.
Rohit JainDepartment of Internal Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

abstractCardiovascular disease (CVD) is the leading cause of morbidity and mortality worldwide with a substantial economic burden. It is driven by the intricate pathophysiology of insulin resistance (IR), which has been shown to disrupt glucose and lipid metabolism, vascular function, and drive inflammatory pathways, further accelerating the development and progression of CVD. The triglyceride-glucose (TyG) index, which was first proposed in 2008, has demonstrated strong correlations with the more traditional markers reserved for research settings, namely the hyperglycemic-euglycemic clamp and the homeostatic model assessment of IR. Studies have shown that the TyG index independently predicts cardiovascular outcomes in diabetic and nondiabetic individuals, supporting its potential as a practical tool for cardiovascular risk assessment in patients with or without known metabolic disorders and those that existing risk stratification models would otherwise miss. Several randomized control trials, cohort studies, and meta-analyses performed to date have identified the value of this index in identifying coronary artery calcification, acute coronary syndromes, major adverse cardiovascular and cerebral events and heart failure risk. In this summative review, we explore how incorporating the TyG index into general clinical practice would help identify high-risk individuals more effectively and earlier in the course of their disease, and consequently improve patient outcomes.

Indexed as

AtherosclerosisBlood GlucoseCardiovascular DiseasesTriglyceridesBiomarkersHeart Disease Risk FactorsHumansInsulin ResistanceRisk AssessmentRisk FactorsBiomarkersBlood GlucoseTriglyceridesAthéroscléroseAtherosclerosiscardiovascular diseasedysfonction endothélialeendothelial dysfunctionindice triglycérides-glucoseinsulin resistancemaladie cardiovasculairerésistance à l’insulinetriglyceride-glucose index

Identifiers

PMID40587089
PMCPMC13056282

What OpenQuestion holds

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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.