The Triglyceride-Glucose (TyG) Index and Incident Diabetes and Cardiovascular Events in People Living With HIV-1 Infection. A 14-Year Observational Cohort Study.
Pastori D, Gazzaniga G, et al. • European journal of clinical investigation • 2026
In people living with HIV, a higher TyG index was independently associated with an increased risk of both T2DM and CVEs over long-term follow-up, representing a practical, low-cost tool for early metabolic risk stratification in this population.
Key Findings
Results
The TyG index demonstrated fair discrimination for incident type 2 diabetes mellitus in people living with HIV, with an optimal threshold of 4.78.
AUC for incident T2DM was 0.675 (95% CI 0.591–0.759)
The optimal TyG threshold identified by ROC analysis was 4.78
38 participants developed T2DM during a median follow-up of 14.2 years
Study included 477 PWH without baseline T2DM
Results
People living with HIV with a TyG index at or above 4.78 had nearly three times higher odds of developing type 2 diabetes compared to those below the threshold.
Adjusted odds ratio (aOR) for T2DM was 2.86 (95% CI 1.35–6.12)
Analysis was performed using logistic regression adjusted for potential confounders
Median participant age was 38 years and 26% were women
TyG index calculated as ln[fasting triglycerides (mg/dL) × fasting glucose (mg/dL)]/2
Results
People living with HIV in the highest TyG tertile had significantly higher risk of cardiovascular events compared to those in the lowest tertile.
Adjusted hazard ratio (aHR) for CVEs in the highest vs. lowest TyG tertile was 3.31 (95% CI 1.10–9.97)
45 participants experienced cardiovascular events during the follow-up period
Association was assessed using Kaplan-Meier survival analysis and Cox proportional hazards regression models
Median follow-up duration was 14.2 years
Methods
The study cohort consisted of 477 people living with HIV-1 without baseline type 2 diabetes, followed for a median of 14.2 years.
Median age at baseline was 38 years
26% of participants were women
Study design was retrospective and observational
During follow-up, 38 developed T2DM and 45 experienced cardiovascular events
Background
People living with HIV are at increased risk for metabolic and cardiovascular diseases, and no structured prevention strategy currently exists for this population.
The TyG index has shown predictive value for T2DM and cardiovascular events in the general population
The utility of the TyG index in people living with HIV had not previously been established
The TyG index is described as a 'practical, low-cost tool for early metabolic risk stratification'
The study addresses a gap in structured metabolic and cardiovascular prevention for PWH
What This Means
This research followed 477 people living with HIV (PWH) for about 14 years to see whether a simple blood test score — the triglyceride-glucose (TyG) index, calculated from routine fasting triglyceride and blood sugar measurements — could predict who would go on to develop type 2 diabetes or have a cardiovascular event such as a heart attack or stroke. Over the follow-up period, 38 participants developed type 2 diabetes and 45 had a cardiovascular event. People with a TyG index of 4.78 or higher were nearly three times more likely to develop diabetes, and those in the top third of TyG scores were more than three times more likely to experience a cardiovascular event compared to those in the lowest third.
This research suggests that the TyG index — a simple, inexpensive calculation using blood tests that are already routinely collected — could serve as a useful early warning tool to identify people living with HIV who are at higher risk for serious metabolic and cardiovascular problems. This is particularly relevant because people living with HIV face elevated risks of these conditions, potentially due to both the virus itself and the medications used to treat it, yet there is currently no standardized approach for identifying who is most at risk.
The practical implication of this finding is that clinicians caring for people with HIV might consider incorporating the TyG index into routine monitoring to help stratify metabolic and cardiovascular risk without requiring additional expensive tests. The study was retrospective and observational, meaning it looked back at existing data, so future prospective studies would be needed to confirm these findings and evaluate whether acting on TyG-based risk scores leads to improved health outcomes.
Pastori D, Gazzaniga G, Brogi T, Rivano Capparuccia M, Fimiani C, Mastroianni C, et al.. (2026). The Triglyceride-Glucose (TyG) Index and Incident Diabetes and Cardiovascular Events in People Living With HIV-1 Infection. A 14-Year Observational Cohort Study.. European journal of clinical investigation. https://doi.org/10.1111/eci.70258