NOMOGRAM CONTAINING SIMPLE ROUTINE CLINICAL AND BIOCHEMICAL PARAMETERS CAN PREDICT PATHOLOGIC VENTRICULAR REMODELING

Ozren Vinter1, Krešimir Kordić1, Iva Klobučar1

  • 1Sestre milosrdnice University Hospital Centre, Zagreb, Croatia.

Acta Clinica Croatica
|March 14, 2022
PubMed

Insights

A new nomogram predicts pathologic ventricular remodeling after heart attack using simple blood tests and vital signs. This tool aids early identification of high-risk patients, potentially improving outcomes for myocardial infarction survivors.

Area of Science:

  • Cardiology
  • Biomedical Engineering
  • Clinical Research

Background:

  • Heart failure is a major global health concern, often stemming from ischemic heart disease.
  • Ventricular remodeling, characterized by increased ventricular volumes, is a key mechanism in heart failure development.
  • Early identification of patients at risk for adverse remodeling post-myocardial infarction is crucial.

Purpose of the Study:

  • To identify clinical and biochemical predictors of pathologic ventricular remodeling one year after ST-segment elevation myocardial infarction.
  • To develop and validate a predictive nomogram for adverse ventricular remodeling.

Main Methods:

  • Prospective observational study of 101 patients with ST-segment elevation myocardial infarction.
  • Percutaneous coronary intervention within 12 hours and Thrombolysis in Myocardial Infarction III flow achieved.
  • Nomogram developed using NTproBNP, aspartate transaminase, systolic blood pressure, and culprit artery; validated with ROC analysis.

Main Results:

  • The developed nomogram demonstrated a high predictive value for pathologic ventricular remodeling (Area Under Curve = 0.907).
  • Key predictors included NTproBNP and aspartate transaminase levels 12 hours post-reperfusion, admission systolic blood pressure, and culprit coronary artery.
  • The nomogram achieved 91.4% sensitivity and 74.0% specificity at a threshold of -3.54.

Conclusions:

  • A novel nomogram effectively predicts pathologic left ventricular remodeling after myocardial infarction.
  • This low-cost, widely available tool can identify at-risk patients early (12 hours post-reperfusion).
  • Further validation is needed, but the nomogram shows promise for guiding early clinical interventions.

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