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August 10, 2026Scientific Reports0 citationsOpen Access

Untargeted metabolomics reveals thrombus-associated and systemic metabolic alterations in acute ischemic stroke

IKIvana KarmelićIRIvana RubićDMDina Rešetar Maslov

Key Points

  • To explore metabolic alterations associated with thrombus and systemic changes in acute ischemic stroke patients.
  • Conducted high-resolution untargeted UHPLC–MS/MS metabolomics on serum samples and retrieved thrombi from ischemic stroke patients.
  • Analyzed serum samples from 14 ischemic stroke patients and 14 controls, with paired thrombus–serum analysis on matched pairs of 11 patients.
  • Identified distinct metabolites related to amino acid metabolism, pyrimidine turnover, and various metabolic pathways.
  • Thrombus analysis revealed unique metabolic profiles, indicating alterations in amino acid metabolism and nucleotide turnover.
  • Serum comparisons displayed metabolic changes related to systemic responses and redox processes following acute ischemia.
  • Identified candidate biochemical signatures suggesting platelet activation and membrane remodeling in thrombi, highlighting aspects not captured in serum alone.

Abstract

Ischemic stroke is a leading cause of mortality and long-term disability. Despite advances in reperfusion therapies, clinical outcomes remain highly variable, underscoring the need for improved molecular understanding of the disease. In this study of a Croatian clinical cohort, high-resolution untargeted UHPLC–MS/MS metabolomics was performed on serum samples from 14 ischemic stroke patients and 14 controls, as well as on retrieved cerebral thrombi. After quality-control assessment, paired thrombus–serum analysis included 11 matched pairs and revealed a distinct thrombus-associated metabolic profile characterized by identified metabolites related to amino acid metabolism and pyrimidine turnover, together with putatively annotated features suggestive of nucleotide turnover and membrane phospholipid remodeling. In contrast, patient–control serum comparisons revealed putatively annotated metabolic features consistent with altered amino acid metabolism and redox-related processes associated with the systemic response to acute ischemia. Metabolic profiling of retrieved thrombi revealed candidate biochemical signatures suggestive of platelet activation, cellular breakdown, and membrane remodeling that are not fully captured in blood alone. Overall, this integrated metabolomics approach supports the concept of distinct systemic and thrombus-associated metabolic remodeling in acute ischemic stroke and highlights candidate metabolic features and pathways for future targeted validation and integration with thrombus composition, reperfusion characteristics, and clinical outcomes.

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Cite This Study

Karmelić et al. (2026) studied this question.

synapsesocial.com/papers/6a797ce09c20a9bbd3184018https://doi.org/10.1038/s41598-026-65499-0
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