Inflammation as a missing dimension in early risk stratification after myocardial infarction - Summary - MDSpire
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The Role of Inflammation in Early Risk Assessment Following Myocardial Infarction

  • By

  • Simon Kraler

  • Yifan Wang

  • Luca Liberale

  • January 19, 2026

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Objective:

To evaluate the INFLAME-MI score as a novel risk stratification tool incorporating inflammatory biomarkers for patients with acute coronary syndromes (ACS), highlighting its potential impact on clinical decision-making.

Key Findings:
  • INFLAME-MI showed good discriminatory performance (AUC 0.88 and 0.92) and excellent calibration compared to GRACE, addressing GRACE's limitations in risk estimation.
  • INFLAME-MI provided greater net benefit than GRACE in low-to-intermediate risk groups.
  • The model was derived from a single-centre cohort and validated in a small population, indicating a need for larger studies to confirm its efficacy.
Interpretation:

INFLAME-MI integrates inflammatory biomarkers into risk assessment, potentially enhancing clinical decision-making for ACS patients, especially those not requiring immediate revascularization, thus addressing a critical gap in current practices.

Limitations:
  • The model requires independent validation before routine clinical use, particularly due to concerns about overfitting from a small validation population.
  • Derived from a single-centre cohort with a small validation population, raising concerns about overfitting and generalizability.
  • Did not demonstrate statistical superiority in discrimination compared to GRACE, which should be noted in clinical discussions.
Conclusion:

INFLAME-MI represents a promising advancement in risk stratification for ACS, complementing existing models by incorporating biological factors, but further validation studies are essential.

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