Lupus & antiphospholipid syndrome

Long-term association of the triglyceride-glucose index with cardiovascular involvement in systemic lupus erythematosus: a retrospective cohort study

Lupus Sci MedPublished Retrospective cohort study

Authors' conclusion

These findings support the potential value of the TyG index as an accessible marker of cardiometabolic risk in SLE.

Study context

Population
Patients with SLE admitted between 2000 and 2021
Participants
991 patients
Exposure
Per one-unit increase in the triglyceride-glucose index
Outcome
Cardiovascular involvement
Methodological detailsCox proportional hazards regression, restricted cubic spline analyses, Kaplan-Meier curves across triglyceride-glucose (TyG) quartiles
  • Cox proportional hazards regression
  • Restricted cubic spline analyses
  • Kaplan-Meier curves across TyG quartiles

Main finding

As reported in the abstract

Overall cardiovascular involvement, per one-unit increase in TyG
Per one-unit increase in TyGHazard ratio (95% CI)
After accounting for non-proportional covariate effects
1.37(1.10–1.71)

Per one-unit increase in TyG, as printed

After multivariable adjustment
aHR 1.36; P < 0.05
Cardiovascular involvement occurred (whole cohort)
251 (25.3%)

Observational data: associations, not effects.

Further findings

OutcomeHR (95% CI)
Inflammatory/lupus-related cardiovascular manifestations, per one-unit increase in TyGAfter accounting for non-proportional covariate effects1.35 (1.06–1.74)
Inflammatory/lupus-related cardiovascular manifestations, per one-unit increase in TyG — Inflammatory or lupus-related manifestations
210

Major adverse cardiovascular events (MACE) (original composite)

MACE events
41
Higher TyG associated with increased risk in adjusted analysis; less robust in post hoc sensitivity analysis excluding HF
  • Interpret cautiously because of the limited number of events

Original publication

Long-term association of the triglyceride-glucose index with cardiovascular involvement in systemic lupus erythematosus: a retrospective cohort study. Lupus Sci Med. Published 12 September 2026. doi:10.1136/lupus-2026-002141

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