Patients who suffer the most serious type of heart attack face sharply different short-term risks depending on the levels of four sugar-breakdown metabolites in their blood, according to a new study published in Diabetology & Metabolic Syndrome. Elevated plasma concentrations of glucose, lactate, pyruvate and citrate were each significantly associated with an increased risk of death within 28 days after a ST-elevation myocardial infarction, or STEMI.
The research drew on data from 724 STEMI patients enrolled in the population-based Augsburg Myocardial Infarction Registry. Arterial blood samples were collected in EDTA tubes at the start of the catheterization procedure, and plasma metabolite concentrations were quantified with a high-throughput nuclear magnetic resonance spectroscopy platform developed by Nightingale Health in Finland.
During the 28-day follow-up window, 677 of the patients survived while 47 died. The researchers used multivariable logistic regression models to assess the associations between the glycolysis-related metabolites and short-term mortality, adjusting their P values for multiple testing with the false discovery rate method.
Glucose showed the strongest association with 28-day mortality, with an odds ratio of 2.10 (95% confidence interval 1.53 to 2.88, adjusted P ≤ 0.001). Pyruvate showed the weakest of the four significant associations, with an odds ratio of 1.60 (95% confidence interval 1.22 to 2.10, adjusted P = 0.001). Lactate and citrate also reached statistical significance, falling between these two extremes.
The findings address a gap highlighted by the authors: prior studies had already linked lactate and glucose to short-term mortality after myocardial infarction, but information on glycolysis-wide metabolite alterations remained insufficient. By measuring pyruvate and citrate alongside the better-known markers, the study offers a broader picture of how disturbances in the glycolysis pathway relate to early post-infarction death.
The study’s results indicate that metabolic disturbances, reflected by these glycolysis-related metabolites, are associated with short-term mortality in STEMI patients, suggesting their potential prognostic value.
The authors also note that blood was drawn at a single time point, at the start of catheterization, so the measurements capture metabolite levels at one moment early in hospital care.
Even with those limitations, the consistency of the associations across all four metabolites, and their survival after adjustment for multiple testing, marks glycolysis-related metabolites as candidate prognostic markers worth further investigation in the critical first four weeks after a STEMI.
Subject of Research: Associations between glycolysis-related metabolites and 28-day mortality after ST-elevation myocardial infarction
Article Title: Associations between glycolysis related metabolites and short-term mortality after ST-elevation myocardial infarction
Article References: Meisinger, C., Freuer, D., Raake, P., Linseisen, J., & Schmitz, T. (2026). Associations between glycolysis related metabolites and short-term mortality after ST-elevation myocardial infarction. Diabetology & Metabolic Syndrome. https://doi.org/10.1186/s13098-026-02335-5
Image Credits: AI Generated
DOI: 10.1186/s13098-026-02335-5
Keywords: STEMI, myocardial infarction, glycolysis, glucose, lactate, pyruvate, citrate, mortality, NMR spectroscopy, biomarkers, Augsburg Myocardial Infarction Registry, prognosis
News Source: Ophelia Keating. (October 29, 2026). Glycolysis Metabolites Linked to Short-Term Mortality After Heart Attack. Scienmag.



