Risk Scoring System (risk + scoring_system)

Distribution by Scientific Domains


Selected Abstracts


Evaluation of 6 Prognostic Models Used to Calculate Mortality Rates in Elderly Heart Failure Patients With a Fatal Heart Failure Admission

CONGESTIVE HEART FAILURE, Issue 5 2010
Andria L. Nutter
The objective was to evaluate 6 commonly used heart failure (HF) prognostic models in an elderly, fatal HF population. Predictive models have been established to quantify risk among HF patients. The validation of these models has not been adequately studied, especially in an elderly cohort. Applying a single-center, retrospective study of serially admitted HF patients who died while in the hospital or within 30 days of discharge, the authors evaluated 6 prognostic models: the Seattle Heart Failure Model (SHFM), Heywood's model, Classification and Regression Tree (CART) Analysis, the Heart Failure Survival Score (HFSS), Heart Failure Risk Scoring System, and Pocock's score. Eighty patients were included (mean age, 82.7 ± 8.2 years). Twenty-three patients (28.75%) died in the hospital. The remainder died within 30 days of discharge. The models' predictions varied considerably from one another and underestimated the patients' actual mortality. This study demonstrates that these models underestimate the mortality risk in an elderly cohort at or approaching the end of life. Moreover, the predictions made by each model vary greatly from one another. Many of the models used were not intended for calculation during hospitalization. Development of improved models for the range of patients with HF syndromes is needed. Congest Heart Fail. 2010;16:196,201. © 2010 Wiley Periodicals, Inc. [source]


Development and Validation of a Risk Scoring Model to Predict Net Adverse Cardiovascular Outcomes after Primary Percutaneous Coronary Intervention in Patients Pretreated with 600 mg Clopidogrel: Rationale and Design of the RISK-PCI Study

JOURNAL OF INTERVENTIONAL CARDIOLOGY, Issue 4 2009
IGOR MRDOVIC M.D., Ph.D
Background: No comprehensive primary PCI (pPCI) risk model to predict net adverse cardiovascular events (NACE) has been reported with the use of clopidogrel 600 mg, which is now considered the standard loading dose. The primary hypothesis of the RISK-PCI trial is that an accurate risk prediction may be achieved by using clinical, angiographic, and procedural variables available at the time of intervention. Methods: The present single-center, longitudinal, cohort study will include 1,750 consecutive patients with ST-elevation myocardial infarction (STEMI), undergoing pPCI after pretreatment with 300 mg aspirin and 600 mg clopidogrel. The primary end-points of the trial (NACE) include major adverse cardiovascular events (MACE) and major bleeding. A logistic regression model will be developed to predict 30-day and 1-year NACE after pPCI. A risk score derived from study set data will be validated using validation set data. Results: Until June 1, 2008, 1,166 patients have been enrolled. Thirty-day follow-up is available in 1,007 patients. Conclusions: The RISK-PCI study is designed to develop an accurate risk scoring system, using variables available at the time of intervention, to predict long-term adverse outcomes after pPCI. Trial Registration: Current Controlled Trials Register,ISRCTN83474650,http://www.controlled-trials.com/ISRCTN83474650). [source]


Coronary risks after high-dose ,-globulin in children with Kawasaki disease

PEDIATRICS INTERNATIONAL, Issue 5 2000
Yoshiyuki Morikawa
Abstract Objectives: The goals of the present study were to develop a predictive coronary risk scoring system after intravenous ,-globulin (IVGG) therapy of any dose for the different preparations currently used in the treatment of children with Kawasaki disease and to determine the predictive value of the system. The previously reported scoring systems were based on treatment with high-dose IVGG therapy at limited doses and were determined using investigative methods. Methods: Four hundred and fifty-one patients were randomized into one of three groups and received either i.v. polyethylene glycol-treated human immunoglobulin at a dose of either 200 (n=147) or 400 mg/kg per day (n=152) or freeze-dried sulfonated human immunoglobulin at 200 mg/kg per day (n=152) for 5 consecutive days. We documented 31 cases of coronary abnormalities (CA). Univariate and multivariate logistic regression was performed using 49 clinical variables and the resulting predictive model was validated. Results: The duration of fever (odds (1 day)/odds (, 5 days)=0.158; 95% confidence interval (CI) 0.0385,0.648), hemoglobin (odds (Q1=10.3)/odds (Q3=11.6) = 3.97; 95% CI 1.92,8.20), IgG (odds (Q1=1900)/odds (Q3=2658)=2.72, 95% CI 1.18,6.25) and IgA (odds (Q1=72)/odds (Q3=160) =0.415; 95% CI 0.253,0.680) levels after completion of ,-globulin infusion were independent predictors. The model is quasi-cross validated and has acceptable sensitivity and selectivity. The estimated risk and observed occurence of CA coincide. Conclusions: Determinants of the risk of CA after IVGG therapy are a longer duration of fever, a lower IgG level, a higher IgA level and a lower hemoglobin level after IVGG infusion. This model is applicable for IVGG doses from 1 to 2 g/kg and for at least two different ,-globulin preparations. [source]


A risk score for the management of pregnant women with increased risk of venous thromboembolism: a multicentre prospective study

BRITISH JOURNAL OF HAEMATOLOGY, Issue 6 2009
Yesim Dargaud
Summary Patients with thrombophilia and/or a history of venous thromboembolism (VTE) exhibit a high risk of thrombosis during pregnancy. The present multicentre study prospectively assessed a prophylaxis strategy, based on a risk score, in pregnancies with increased risk of VTE. Among 286 patients included in the study, 183 had a personal history of VTE (63·98%) and 191 patients (66·8%) had a thrombophilia marker. Eighty nine (46·6%) thrombophilic women had a personal history of VTE. Patients were assigned to one of three prophylaxis strategies according to the risk scoring system. In postpartum, all patients received low molecular weight heparin (LMWH) prophylaxis for at least 6 weeks. In antepartum, LMWH prophylaxis was prescribed to 61·8% of patients with high risk of VTE. Among them, 37·7% were treated in the third trimester only and 24·1% were treated throughout pregnancy. In this cohort, one antepartum-related VTE (0·35%) and two postpartum-related VTE (0·7%) occurred. No case of pulmonary embolism was observed during the study period. The rate of serious bleeding was 0·35%. There was no evidence of heparin-induced thrombocytopenia or osteoporosis. The use of a risk score may provide a rational decision process to implement safe and effective antepartum thromboprophylaxis in pregnant women at high risk of VTE. [source]