SynthesisFrontiers in cardiovascular medicine2023
Infective endocarditis: Do we have an effective risk score model? A systematic review.
Synthesis in Frontiers in cardiovascular medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 16 citations in OpenAlex.
- In-Hospital Mortality Predictors and a Bayesian Weighted-Incidence Antibiogram in Infective Endocarditis: A Seven-Year Cohort Study from a Mexican Tertiary University Hospital.Medical sciences (Basel, Switzerland) · 2026Article
- Prediction of hospital mortality in patients with left-sided infective endocarditis using a score in the first hours of admission.Scientific reports · 2025Article
- Mortality predicting models for patients with infective endocarditis: a machine learning approach.BMC medical informatics and decision making · 2025Observational
- Predictive strength of inflammatory scores for in-hospital mortality in infective endocarditis.Herz · 2025Article
- Machine learning model for differentiating malignant from benign thyroid nodules based on the thyroid function data.BMJ open · 2025Article
- Enhanced Risk Stratification in Infective Endocarditis Surgery: A Comprehensive External Validation of All Available Mortality Prediction Scores.Clinical epidemiology · 2025Article
- Surgery in patients with infective endocarditis and prognostic importance of patient frailty.Infection · 2024Article
- The Usefulness of the CHAJournal of clinical medicine · 2024Article
- ASSESS-IE: a Novel Risk Score for Patients with Infective Endocarditis.Journal of cardiovascular translational research · 2024Article
- Multidisciplinary Perspectives of Challenges in Infective Endocarditis Complicated by Septic Embolic-Induced Acute Myocardial Infarction.Antibiotics (Basel, Switzerland) · 2024Review
- Perioperative risk stratification scores in infective endocarditis and its usefulness.Indian journal of thoracic and cardiovascular surgery · 2024Review
Corrections and comments
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Authors and funding
8 authors at 6 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Infective endocarditis (IE) is a rare, highly morbid condition with 17% in-hospital mortality. A total of 25-30% require surgery and there is ongoing debate with regard to markers predicting patient outcomes and guiding intervention. This systematic review aims to evaluate all IE risk scores currently available. Methods: Standard methodology (PRISMA guideline) was used. Papers with risk score analysis for IE patients were included, with attention to studies reporting area under the receiver-operating characteristic curve (AUC/ROC). Qualitative analysis was carried out, including assessment of validation processes and comparison of these results to original derivation cohorts where available. Risk-of-bias analysis illustrated according to PROBAST guidelines. Results: Of 75 articles initially identified, 32 papers were analyzed for a total of 20 proposed scores (range 66-13,000 patients), 14 of which were specific for IE. The number of variables per score ranged from 3 to 14 with only 50% including microbiological variables and 15% including biomarkers. The following scores had good performance (AUC > 0.8) in studies proposing the score (often the derivation cohort); however fared poorly when applied to a new cohort: PALSUSE, DeFeo, ANCLA, RISK-E, EndoSCORE, MELD-XI, COSTA, and SHARPEN. DeFeo score demonstrated the largest discrepancy with initial AUC of 0.88, compared to 0.58 when applied to different cohorts. The inflammatory response in IE has been well documented and CRP has been found to be an independent predictor for worse outcomes. There is ongoing investigation on alternate inflammatory biomarkers which may assist in IE management. Of the scores identified in this review, only three have included a biomarker as a predictor. Conclusion: Despite the variety of available scores, their development has been limited by small sample size, retrospective collection of data and short-term outcomes, with lack of external validation, limiting their transportability. Future population studies and large comprehensive registries are required to address this unmet clinical need.
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