Heart-Brain 346-7 Score: the development and validation of a simple mortality prediction score for carbon monoxide

Jason J Rose1,2, Michael S Zhang2, Jerry Pan3

  • 1University of MD School of Medicine, University of Maryland, Baltimore, MA, USA.

Insights

A new clinical risk score identifies patients with carbon monoxide poisoning at risk for death. This score uses age, altered mental status, and cardiac complications to predict mortality in poisoned patients.

Area of Science:

  • Emergency Medicine
  • Toxicology
  • Clinical Risk Prediction

Background:

  • Carbon monoxide (CO) poisoning carries a significant risk of acute and long-term mortality.
  • Cardiac involvement is a known factor that exacerbates mortality risk in CO poisoning survivors.
  • Identifying high-risk patients is crucial for targeted interventions and improved outcomes.

Purpose of the Study:

  • To develop and validate a clinical risk score for predicting both inpatient and long-term mortality in patients with carbon monoxide poisoning.
  • To identify key clinical variables associated with increased mortality risk in CO-poisoned individuals.
  • To provide a tool for clinicians to better stratify patients based on their risk of adverse outcomes.

Main Methods:

  • Retrospective analysis of adult CO-poisoned patients from derivation (811) and validation (462) cohorts.
  • Utilized demographics, laboratory values, hospital charges, and clinical charting data.
  • Employed Firth logistic regression with Stepwise Akaike's Information Criteria to build the prediction model.

Main Results:

  • The developed "Heart-Brain 346-7 Score" identified mortality risk based on age, altered mental status, and cardiac complications.
  • In the derivation cohort, the score demonstrated a sensitivity of 82% and specificity of 80% (AUC 0.81).
  • The score performed similarly in the validation cohort with a sensitivity of 72% and specificity of 69% (AUC 0.70).

Conclusions:

  • A simple, clinical-based scoring system, the Heart-Brain 346-7 Score, was developed and validated.
  • The score effectively predicts inpatient and long-term mortality in carbon monoxide poisoning.
  • Further validation may support its use in clinical decision-making for high-risk CO poisoning patients.
Abstract

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