Risk assessment in COVID-19: Prognostic importance of cardiovascular parameters

Monika Zdanyte1, Peter Martus2, Jeremy Nestele1

  • 1Department of Cardiology and Angiology, University Hospital Tübingen, Tübingen, Germany.

Clinical Cardiology
|July 5, 2022
PubMed

Insights

New cardiovascular risk models effectively predict adverse outcomes in COVID-19 patients, outperforming existing scores for mortality and complications. These models aid in managing COVID-19 cardiovascular risks.

Area of Science:

  • Cardiology
  • Infectious Diseases
  • Public Health

Background:

  • Cardiovascular risk factors and comorbidities are common in COVID-19 patients, linked to poorer outcomes.
  • Established cardiovascular risk models may predict adverse events in COVID-19.

Purpose of the Study:

  • To evaluate established cardiovascular risk models for predicting COVID-19 adverse outcomes.
  • To develop novel risk scores incorporating cardiovascular parameters for short- and midterm COVID-19 outcomes.

Main Methods:

  • 441 SARS-CoV-2 infected patients were followed for 30-day (mortality, thromboembolism, ventilation) and 6-12 month (post-COVID syndrome, myocarditis, heart failure, ACS, rhythm events) outcomes.
  • Performance of established risk scores (GRACE 2.0, CHA2-DS2-VASc, etc.) was assessed using ROC analysis.
  • Novel risk scores were generated using patient data including demographics, cardiovascular risk factors, biomarkers, and echocardiographic parameters.

Main Results:

  • The GRACE 2.0 score showed the best performance for predicting the combined endpoint and all-cause mortality (ACM).
  • Novel risk models integrating age, cardiovascular risk factors, echocardiographic data, and biomarkers accurately predicted the combined endpoint, ACM, thromboembolism, mechanical ventilation, myocarditis, ACS, heart failure, and rhythm events.
  • Prediction of post-COVID-19 syndrome was found to be poor.

Conclusions:

  • Risk assessment models incorporating age, laboratory parameters, cardiovascular risk factors, and echocardiographic data demonstrate strong predictive performance for adverse short- and midterm outcomes in COVID-19.
  • These novel models surpass the discrimination performance of established cardiovascular risk assessment models for COVID-19 patients.
Abstract

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