Related Experiment Video
Updated: May 29, 2026

Development and Assessment of Intracellular Infection Models for Staphylococcus aureus
Published on: January 17, 2025
BACT-URIE: A Novel Score Integrating Bacteriuria to Predict Infective Endocarditis in Patients With Staphylococcus
G Péan de Ponfilly1,2, A Beresteanu3, G Chatellier4
1Service de Microbiologie Clinique, Hôpitaux Saint-Joseph & Marie-Lannelongue, Paris, France.
Insights
This study introduces BACT-URIE, a new risk score for infective endocarditis (IE) in Staphylococcus aureus bacteremia (SAB) patients. Incorporating bacteriuria, it improves IE prediction and may reduce unnecessary echocardiograms.
Area of Science:
- Infectious Diseases
- Cardiology
- Clinical Microbiology
Background:
- Infective endocarditis (IE) is a severe complication of Staphylococcus aureus bacteremia (SAB).
- Current risk stratification for IE is resource-intensive and may not fully capture hematogenous spread markers.
- Staphylococcus aureus bacteriuria is a potential indicator of IE not included in existing risk scores.
Purpose of the Study:
- To assess the utility of Staphylococcus aureus bacteriuria in improving IE risk stratification among SAB patients.
- To develop and validate a novel risk score (BACT-URIE) for predicting IE in SAB.
Main Methods:
- Retrospective analysis of two distinct adult SAB patient cohorts (derivation and validation).
- Logistic regression identified independent predictors of IE, including bacteriuria.
- Two risk scores were developed: a day 1 score (baseline) and a day 4 score (including persistent bacteremia).
- Performance was compared against existing scores like VIRSTA and PREDICT.
Main Results:
- Infective endocarditis occurred in 14.6% and 14.7% of derivation and validation cohorts, respectively.
- Independent predictors of IE included intracardiac devices, community acquisition, bacteriuria, septic emboli, and persistent bacteremia.
- The BACT-URIE scores demonstrated strong predictive performance (AUROCs 0.78-0.93) and higher sensitivity compared to VIRSTA and PREDICT.
Conclusions:
- The BACT-URIE score, incorporating Staphylococcus aureus bacteriuria, shows promise for predicting IE in SAB patients.
- This exploratory score may aid in identifying patients at high risk for IE.
- Prospective multicenter validation is necessary before clinical implementation of BACT-URIE.
Background:
Infective endocarditis (IE) is a serious complication of Staphylococcus aureus bacteremia (SAB). Systematic echocardiographic evaluation, especially when including transesophageal echocardiography, is resource-intensive. Existing risk scores do not include S. aureus bacteriuria, a potential marker of hematogenous spread. We assessed whether bacteriuria improves IE risk stratification.
Methods:
We retrospectively analyzed 2 temporally distinct cohorts of adult SAB patients in a French tertiary hospital: a derivation cohort (2012-2019, n = 233) and a validation cohort (2020-2023, n = 156). Patients with proven urinary tract infection were excluded. Logistic regression identified predictors of IE, which were converted into weighted points to develop 2 scores: day 1 (baseline variables) and day 4 (including persistent bacteremia ≥72 hours). Performance was compared with VIRSTA and PREDICT.
Results:
Infective endocarditis occurred in 14.6% of the derivation cohort and 14.7% of the validation cohort. Independent predictors were intracardiac devices, community acquisition, bacteriuria, septic emboli, and persistent bacteremia. AUROCs for the day 1 and day 4 scores were 0.78 and 0.81 in derivation, and 0.91 and 0.93 in validation. At thresholds of >2 and >3, sensitivities were 67.65% and 70.59%, with negative predictive values of 93.29% and 93.83%, respectively. Compared with VIRSTA and PREDICT, BACT-URIE showed higher sensitivity in this cohort.
Conclusions:
BACT-URIE is an exploratory score incorporating S. aureus bacteriuria to predict IE in SAB. Prospective multicenter validation is required before clinical implementation.
Related Concept Videos
Endocarditis I: Introduction
Urine Studies II: Urine Culture and Sensitivity Test
Endocarditis IV: Nursing Management
Urinary Tract Infection III: Diagnostic Studies and Interprofessional Care
Urinary Tract Infection I: Introduction
Automated Microbial Diagnostics

