Cardiovascular complications are rare in severe COVID-19 presenting with myocardial injury
O'Brien, C.; Gunturkun, F.; Deng, Y.; Chang, D.; Khanijo, S.; Barnett, C.; Kapil, S.; Daly, A.; Goffi, A.; Stavi, D.; Carrier, F. M.; Ennehas, Y.; Fiza, B.; Patterson, A.; Daubert, T.; Moll, V.; Castellucci, C.; Zekhtser, M.; Bughrara, N.; Mayette, M.; Courchesne, K.; Thompson, S.; Parikh, R.; Kim, J.; Ashland, M.; Mohabir, P.
Show abstract
BackgroundSARS-COV2 infection has been linked to cardiovascular complications. Previously published data suggested that cardiac injury may be a common disease feature and contribute to morbidity and mortality in severe COVID-19. Since the early days of the pandemic, little data has emerged describing what cardiovascular complications arise from myocardial injury in severe COVID-19 and whether these complications contribute to mortality. ObjectivesDescribe the incidence and nature of cardiovascular complications in patients with severe COVID-19 infection and biochemical or imaging evidence of myocardial injury. MethodsWe analyzed consecutive patients admitted for severe COVID-19 and presenting with biochemical or echocardiographic evidence of myocardial injury across 16 centers within the CARDIO-COVID investigator-initiated consortium. A light-GBM machine learning model was used to identify variables associated with mortality. ResultsOur study included 1,328 patients. In hospital mortality was 29.4%. Factors most associated with mortality were age, SOFA Cardiovascular score, elevated troponin, intubation, high vasoactive-inotropic score (VIS), high PEEP, and high FiO2. Cardiovascular complications were rare and did not present significant association with mortality. Patients with high VIS and SOFA Cardiovascular scores had a significantly higher incidence of secondary bacterial pneumonias suggesting septic shock played a role in their physiology. Investigator-adjudicated cause of death data identified respiratory failure and septic shock as primary causes of mortality. ConclusionsCardiovascular complications of severe COVID-19 are uncommon and do not seem to contribute significantly to mortality. Biochemical markers of myocardial injury or strain still carry significant prognostic value, but the value of these markers may indicate presence of high-risk ARDS phenotypes as opposed to significant myocardial injury.
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Identifying predictors and determining mortality rates of septic cardiomyopathy and sepsis-related cardiogenic shock: A retrospective, observational study 96%
- Hemodynamic profiles by non-invasive monitoring of cardiac index and vascular tone in acute heart failure patients in the emergency department: external validation and clinical outcomes 95%
- SOFA score performs worse than age for predicting mortality in patients with COVID-19 94%
Similar papers in this journal
- Statins Are Associated with Improved 28-day Mortality in Patients Hospitalized with SARS-CoV-2 Infection 92%
- Reduced exercise capacity, chronotropic incompetence, and early systemic inflammation in cardiopulmonary phenotype Long COVID 92%
- The Activin/Follistatin-axis is severely deregulated in COVID-19 and independently associated with in-hospital mortality 91%
Similar papers in this journal
- Reduction in risk of death among patients admitted with COVID-19 between first and second epidemic waves in New York City 92%
- Diagnostic utility of a Ferritin-to-Procalcitonin Ratio to differentiate patients with COVID-19 from those with Bacterial Pneumonia: A multicenter study 91%
- Sex and gender differences in COVID testing, hospital admission, presentation, and drivers of severe outcomes in the DC/Maryland region 91%
Similar papers in this journal
- Premature Ventricular Contractions During the Recovery Phase of Exercise Are Only Associated with Increased Cardiovascular Mortality when Present Together with Echocardiographic Abnormalities 93%
- Metabolomic profile for understanding heart failure classifications 93%
- Improved evaluation of left ventricular hypertrophy using the spatial QRS-T angle by electrocardiography 93%
Similar papers in this journal
- ICU and ventilator mortality among critically ill adults with COVID-19 93%
- Accuracy of a Risk Alert Threshold for ICU Hypoglycemia: Retrospective Analysis of Alert Performance and Association with Clinical Deterioration Events 91%
- COVID-19 as cause of viral sepsis: A Systematic Review and Meta-Analysis 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.