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February 12, 2026The Anatolian Journal of Cardiology2 citationsOpen Access

Pathophysiological Insights and Prognostic Value of the Triglyceride-Glucose Index in Patients with Chronic Total Occlusion

RDRupak DesaiAPAbhishek PrasadJNJai Sivanandan Nagarajan

Key Result

A higher triglyceride-glucose index is strongly associated with increased chronic total occlusion risk, poor collateral circulation, contrast-induced nephropathy, and adverse outcomes after PCI.

Key Points

  • This review explores the connection between the triglyceride-glucose index and the risk associated with chronic total occlusion and adverse cardiovascular outcomes.
  • Conducted a literature review of studies assessing the TyG index and CTO
  • Evaluated the relationship between TyG, insulin resistance, and cardiovascular outcomes
  • Analyzed predictive utility of the TyG index post-PCI for complications
  • Higher TyG index is strongly linked to increased risk of CTO and poor collateral circulation
  • Elevated TyG values predict contrast-induced nephropathy and adverse outcomes after PCI
  • Long-term prognosis in CTO patients worsens with higher TyG levels, indicating worse cardiovascular events

Structured PICO

Does an elevated triglyceride-glucose (TyG) index predict adverse outcomes and impaired collateral circulation in patients with chronic total occlusion?

P
Population
Patients with chronic total occlusion (CTO), particularly those undergoing percutaneous coronary intervention (PCI)
I
Intervention
Triglyceride-glucose (TyG) index assessment
O
Outcome
Adverse cardiovascular outcomes including contrast-induced nephropathy (CIN), impaired collateral circulation, and major adverse cardiac and cerebrovascular events (MACCE)

The TyG index is a cost-effective and reproducible biomarker that predicts impaired collateralization, contrast-induced nephropathy, and major adverse cardiovascular events in patients with chronic total occlusion.

Limitations

  • Heterogeneity in study designs, TyG thresholds, and endpoint definitions
  • Most studies were single-center and limited to Asian populations, limiting generalizability
  • Lack of interventional trials confirming that lowering TyG improves outcomes
  • TyG values can be unstable due to transient factors like diet, acute illness, and medications
  • TyG index reflects only hepatic insulin resistance, not peripheral sensitivity or beta-cell function

Abstract

The triglyceride-glucose (TyG) index is a surrogate marker of insulin resistance (IR) asso-ciated with atherosclerosis, endothelial dysfunction, and cardiovascular disease (CVD). Chronic total occlusion (CTO) presents major clinical challenges, especially in patients undergoing percutaneous coronary intervention (PCI). This narrative review explores the role of the TyG index in predicting CTO development and adverse cardiovascu-lar outcomes. A literature review of studies assessing the association between the TyG index and CTO, PCI outcomes, and contrast-induced nephropathy (CIN) was conducted. Pathophysiological mechanisms linking IR, TyG, and CTO progression were evaluated, and the predictive utility of the TyG index in risk stratification and post-PCI complica-tions was analyzed. Multiple studies show that a higher TyG index is strongly associated with increased CTO risk, poor collateral circulation, CIN, and adverse outcomes after PCI. Elevated TyG values were independently predictive of impaired collateral formation in diabetic and non-diabetic patients, with stronger effects in metabolically vulnerable subgroups. Individuals with higher TyG levels had a greater likelihood of developing CIN, with analyses confirming its role as an independent predictor. Long-term prognosis in CTO patients was also worse with elevated TyG, with higher rates of major adverse car-diovascular events. The TyG index demonstrated consistent predictive capability com-pared with other metabolic markers, supporting its potential as a low-cost tool for risk stratification. The TyG index is a cost-effective biomarker for predicting adverse out-comes in CTO patients. Its incorporation into clinical assessment may improve early risk identification and support individualized PCI planning.

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Cite This Study

Desai et al. (2026) conducted a review in Chronic Total Occlusion (CTO). Triglyceride-glucose (TyG) index was evaluated on CTO risk, poor collateral circulation, contrast-induced nephropathy, and adverse outcomes after PCI. A higher triglyceride-glucose index is strongly associated with increased chronic total occlusion risk, poor collateral circulation, contrast-induced nephropathy, and adverse outcomes after PCI.

synapsesocial.com/papers/698d6de45be6419ac0d53309https://doi.org/10.14744/anatoljcardiol.2025.6043
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