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Predictive model of in-hospital mortality in left-sided infective endocarditis
Pablo Elpidio García-Granja1, Javier López1, Isidre Vilacosta2
1Servicio de Cardiología, Instituto de Ciencias del Corazón (ICICOR), Hospital Clínico Universitario Valladolid, Valladolid, Spain; CIBER de Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain.
Insights
A new model predicts in-hospital mortality for left-sided infective endocarditis (IE) using European guideline variables. This tool aids in assessing individual patient risk for better therapeutic decisions.
Area of Science:
- Cardiology
- Infectious Diseases
- Clinical Prediction Models
Background:
- Infective endocarditis (IE) presents high in-hospital mortality.
- Current international IE guidelines lack objective individual risk assessment.
- Accurate prognostic evaluation is crucial for optimal treatment strategies.
Purpose of the Study:
- To develop and validate a predictive model for in-hospital mortality in left-sided IE.
- To integrate prognostic variables from European guidelines into a risk assessment tool.
- To improve individual risk stratification for patients with left-sided IE.
Main Methods:
- Utilized two prospective cohorts of consecutive patients with left-sided IE.
- Developed a predictive model using an adjustment sample (n=688) from Cohort 1 (n=1002).
- Validated the model internally (n=314) and externally (n=133).
Main Results:
- The model identified age, prosthetic valve IE, comorbidities, heart failure, renal failure, septic shock, specific pathogens (Staphylococcus aureus, fungi), periannular complications, ventricular dysfunction, and vegetations as key predictors.
- Demonstrated strong discriminatory ability with an area under the ROC curve of 0.855 in the derivation cohort.
- Internal and external validations confirmed good performance (AUCs 0.823 and 0.753, respectively) with accurate calibration.
Conclusions:
- A novel predictive model for in-hospital mortality in left-sided IE was successfully developed.
- The model, based on European Society of Cardiology IE guidelines variables, exhibits high discriminatory power.
- This tool offers enhanced individual risk assessment for left-sided IE patients, aiding clinical decision-making.
Introduction And Objectives:
Infective endocarditis (IE) is a complex disease with high in-hospital mortality. Prognostic assessment is essential to select the most appropriate therapeutic approach; however, international IE guidelines do not provide objective assessment of the individual risk in each patient. We aimed to design a predictive model of in-hospital mortality in left-sided IE combining the prognostic variables proposed by the European guidelines.
Methods:
Two prospective cohorts of consecutive patients with left-sided IE were used. Cohort 1 (n=1002) was randomized in a 2:1 ratio to obtain 2 samples: an adjustment sample to derive the model (n=688), and a validation sample for internal validation (n=314). Cohort 2 (n=133) was used for external validation.
Results:
The model included age, prosthetic valve IE, comorbidities, heart failure, renal failure, septic shock, Staphylococcus aureus, fungi, periannular complications, ventricular dysfunction, and vegetations as independent predictors of in-hospital mortality. The model showed good discrimination (area under the ROC curve=0.855; 95%CI, 0.825-0.885) and calibration (P value in Hosmer-Lemeshow test=0.409), which were ratified in the internal (area under the ROC curve=0.823; 95%CI, 0.774-0.873) and external validations (area under the ROC curve=0.753; 95%CI, 0.659-0.847). For the internal validation sample (observed mortality: 29.9%) the model predicted an in-hospital mortality of 30.7% (95%CI, 27.7-33.7), and for the external validation cohort (observed mortality: 27.1%) the value was 26.4% (95%CI, 22.2-30.5).
Conclusions:
A predictive model of in-hospital mortality in left-sided IE based on the prognostic variables proposed by the European Society of Cardiology IE guidelines has high discriminatory ability.
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