SARS-COV-ATE risk assessment model for arterial thromboembolism in COVID-19

Sci Rep. 2022 Sep 28;12(1):16176. doi: 10.1038/s41598-022-18510-3.

Abstract

Patients with SARS-CoV-2 infection are at an increased risk of cardiovascular and thrombotic complications conferring an extremely poor prognosis. COVID-19 infection is known to be an independent risk factor for acute ischemic stroke and myocardial infarction (MI). We developed a risk assessment model (RAM) to stratify hospitalized COVID-19 patients for arterial thromboembolism (ATE). This multicenter, retrospective study included adult COVID-19 patients admitted between 3/1/2020 and 9/5/2021. Among 3531 patients from the training cohort, 15.5% developed acute in-hospital ATE, including stroke, MI, and other ATE, compared to 13.4% in the validation cohort. The 16-item final score was named SARS-COV-ATE (Sex: male = 1, Age [40-59 = 2, > 60 = 4], Race: non-African American = 1, Smoking = 1 and Systolic blood pressure elevation = 1, Creatinine elevation = 1; Over the range: leukocytes/lactate dehydrogenase/interleukin-6, B-type natriuretic peptide = 1, Vascular disease (cardiovascular/cerebrovascular = 1), Aspartate aminotransferase = 1, Troponin-I [> 0.04 ng/mL = 1, troponin-I > 0.09 ng/mL = 3], Electrolytes derangement [magnesium/potassium = 1]). RAM had a good discrimination (training AUC 0.777, 0.756-0.797; validation AUC 0.766, 0.741-0.790). The validation cohort was stratified as low-risk (score 0-8), intermediate-risk (score 9-13), and high-risk groups (score ≥ 14), with the incidence of ATE 2.4%, 12.8%, and 33.8%, respectively. Our novel prediction model based on 16 standardized, commonly available parameters showed good performance in identifying COVID-19 patients at risk for ATE on admission.

Publication types

  • Multicenter Study

MeSH terms

  • Adult
  • Aspartate Aminotransferases
  • COVID-19* / complications
  • Creatinine
  • Humans
  • Interleukin-6
  • Ischemic Stroke* / etiology
  • Lactate Dehydrogenases
  • Magnesium
  • Male
  • Natriuretic Peptide, Brain
  • Potassium
  • Retrospective Studies
  • Risk Assessment
  • Risk Factors
  • SARS-CoV-2
  • Thromboembolism* / epidemiology
  • Thromboembolism* / etiology
  • Troponin I

Substances

  • Interleukin-6
  • Troponin I
  • Natriuretic Peptide, Brain
  • Creatinine
  • Lactate Dehydrogenases
  • Aspartate Aminotransferases
  • Magnesium
  • Potassium