5 resultados para predição de variáveis aleatórias


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INTRODUCTION: The significant risk of sudden arrhythmic death in patients with congestive heart failure and electromechanical ventricular dyssynchrony has led to increased use of combined cardiac resynchronization therapy defibrillator (CRT-D) devices. OBJECTIVES: To evaluate the echocardiographic variables in patients undergoing CRT-D that predict the occurrence of appropriate therapies (AT) for ventricular tachyarrhythmia. METHODS: We analyzed 38 consecutive patients (mean age 60 +/- 12 years, 63% male) with echocardiographic evaluation before and 6 months after CRT-D implantation. Patients with AT were identified in a mean follow-up of 471 +/- 323 days. A standard echocardiographic study was performed including tissue Doppler imaging (TDI). Responders were defined as patients with improvement in NYHA class of < or = 1 in the first six months, and reverse remodeling as a decrease in left ventricular end-systolic volume of < or = 15% and/or an increase in left ventricular ejection fraction of > 25%. RESULTS: The responder rate was 74%, and the reverse remodeling rate was 55%. AT occurred in 21% of patients, who presented with greater left ventricular end-diastolic internal diameter (LVEDD) before implantation (86 +/- 8 vs. 76 +/- 11 mm, p = 0.03) and at 6 months (81 +/- 8 vs. 72 +/- 14 mm, p = 0.08), and increased left ventricular end-systolic internal diameter (66 +/- 14 vs. 56 +/- 14 mm, p = 0.03) and lower ejection fraction (24 +/- 6 vs. 34 +/- 14%, p = 0.08) at 6 months. In the group with AT, the responder rate was lower (38 vs. 83%, p = 0.03), without significant differences in reverse remodeling (38% for the AT group vs. 60%, p = 0.426) or in the other variables. By univariate analysis, predictors of AT were LVEDD before implantation and E' after implantation. Age, gender, ischemic etiology, use of antiarrhythmic drugs, reverse remodeling and the other echocardiographic parameters did not predict AT. In multivariate logistic regression analysis, both LVEDD before implantation (OR 1.24, 95% CI 1.04-1.48, p = 0.019) and postimplantation E' (OR 0.27, 95% CI 0.09-0.76, p = 0.014) remained as independent predictors of AT. CONCLUSIONS: In patients undergoing CRT-D, episodes of ventricular tachyarrhythmia occur with high incidence, independently of echocardiographic response, with LVEDD before implantation and E' after implantation as the only independent predictors of AT in the medium-term. These results highlight the importance of combined devices with defibrillation capability.

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INTRODUCTION: Adults with repaired tetralogy of Fallot (TOF) may be at risk for progressive right ventricular (RV) dilatation and dysfunction, which is commonly associated with arrhythmic events. In frequently volume-overloaded patients with congenital heart disease, tissue Doppler imaging (TDI) is particularly useful for assessing RV function. However, it is not known whether RV TDI can predict outcome in this population. OBJECTIVE: To evaluate whether RV TDI parameters are associated with supraventricular arrhythmic events in adults with repaired TOF. METHODS: We studied 40 consecutive patients with repaired TOF (mean age 35 +/- 11 years, 62% male) referred for routine echocardiographic exam between 2007 and 2008. The following echocardiographic measurements were obtained: left ventricular (LV) ejection fraction, LV end-systolic volume, LV end-diastolic volume, RV fractional area change, RV end-systolic area, RV end-diastolic area, left and right atrial volumes, mitral E and A velocities, RV myocardial performance index (Tei index), tricuspid annular plane systolic excursion (TAPSE), myocardial isovolumic acceleration (IVA), pulmonary regurgitation color flow area, TDI basal lateral, septal and RV lateral peak diastolic and systolic annular velocities (E' 1, A' 1, S' 1, E' s, A' s, S' s, E' rv, A' rv, S' rv), strain, strain rate and tissue tracking of the same segments. QRS duration on resting ECG, total duration of Bruce treadmill exercise stress test and presence of exercise-induced arrhythmias were also analyzed. The patients were subsequently divided into two groups: Group 1--12 patients with previous documented supraventricular arrhythmias (atrial tachycardia, fibrillation or flutter) and Group 2 (control group)--28 patients with no previous arrhythmic events. Univariate and multivariate analysis was used to assess the statistical association between the studied parameters and arrhythmic events. RESULTS: Patients with previous events were older (41 +/- 14 vs. 31 +/- 6 years, p = 0.005), had wider QRS (173 +/- 20 vs. 140 +/- 32 ms, p = 0.01) and lower maximum heart rate on treadmill stress testing (69 +/- 35 vs. 92 +/- 9%, p = 0.03). All patients were in NYHA class I or II. Clinical characteristics including age at corrective surgery, previous palliative surgery and residual defects did not differ significantly between the two groups. Left and right cardiac chamber dimensions and ventricular and valvular function as evaluated by conventional Doppler parameters were also not significantly different. Right ventricular strain and strain rate were similar between the groups. However, right ventricular myocardial TDI systolic (Sa: 5.4+2 vs. 8.5 +/- 3, p = 0.004) and diastolic indices and velocities (Ea, Aa, septal E/Ea, and RV free wall tissue tracking) were significantly reduced in patients with arrhythmias compared to the control group. Multivariate linear regression analysis identified RV early diastolic velocity as the sole variable independently associated with arrhythmic history (RV Ea: 4.5 +/- 1 vs. 6.7 +/- 2 cm/s, p = 0.01). A cut-off for RV Ea of < 6.1 cm/s identified patients in the arrhythmic group with 86% sensitivity and 59% specificity (AUC = 0.8). CONCLUSIONS: Our results suggest that TDI may detect RV dysfunction in patients with apparently normal function as assessed by conventional echocardiographic parameters. Reduction in RV early diastolic velocity appears to be an early abnormality and is associated with occurrence of arrhythmic events. TDI may be useful in risk stratification of patients with repaired tetralogy of Fallot.

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Introdução: A obesidade é um problema generalizado e crescente, assim como um dos componentes da Síndrome Metabólica (SM). Em populações saudáveis, a proteína C reactiva (PCR)correlaciona-se com medições de obesidade. Objectivos: Analisar numa populações de doentes com doença cardíaca, se se mantém a correlação entre a PCR e as variáveis de SM, assim como a relação entre a PCR e a doença arterial coronária (DAC). Material e Métodos: Estudo de 1231 doente admitidos para procedimento cardíaco invasivo electivo. Obtiveram-se dados antropométricos, valores de PCR, assim como identificação das variáveis componentes de SM. Comparámos os grupos distribuídos de acordo com o Índice de Massa Corporal (IMC) e correlacionámos com PCR e outras variáveis. Resultados: A frequência global de SM foi de 59%. A PCR foi significativamente mais elevada em doentes obesos, comparada com doentes com peso normal ou excesso de peso. A PCR correlacionou-se significativamente com todos os factores de risco. As melhores correlações foram obtidas com o perímetro abdominal, índice de massa corporal e número de componentes de SM. O melhor limiar da PCR para predizer SM foi de 0,38 mg/dL. Os factores de risco,incluindo as medidas de obesidade explicam apenas 3,3 – 3,5% da variância da PCR. O sexo foi o factor que melhor se correlacionou, seguido pelo colesterol-HDL. Das variáveis antropométricas, apenas o Índice de Massa Corporal contribuiu para a variância. Não se detectou nenhuma associação entre a PCR, SM e a presença de DAC. Conclusões: Em doentes com doença cardíaca, encontrámos uma associação significativa entre a PCR, variáveis antropométricas e SM, contudo não tão significativas como o previamente descrito em populações saudáveis. O número de componentes de SM é também um factor importante para influenciar a PCR.

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Introdução: Nos doentes admitidos com síndrome coronária aguda (SCA), a presença de anemia é um fator predizente de prognóstico. Contudo, os diversos scores de risco após SCA não incluem este fator. Objetivos: Avaliar se a presença de anemia na admissão em doentes com SCA tem valor acrescido relativamente ao score GRACE na predição de mortalidade a curto e médio prazo. Métodos: Entre janeiro 2005 e dezembro 2008, avaliaram-se os doentes admitidos consecutivamente na nossa Unidade de Cuidados Intensivos por SCA e incluídos no registo de SCA do centro. Em todos os doentes foram colhidos dados demográficos, antropométricos, fatores de risco para doença coronária, dados clínicos e laboratoriais da admissão, incluindo hemoglobina. Foram identificados os doentes com anemia (hemoglobina < 12 g/dL nas mulheres e < 13 g/dL nos homens). Os doentes foram divididos em risco baixo, intermédio e alto: < 126, 126-154 e > 154 para o score GRACE, respetivamente. Analisou-se a ocorrência de morte intra-hospitalar, aos 30 dias e ao primeiro ano de seguimento. Resultados: Incluíram-se 1423 doentes, com idade média de 64 ± 13 anos, 69% do sexo masculino,identificando-se a presenc¸a de anemia na admissão em 27,7% dos doentes. Estes doentes eram mais idosos, com predomínio do sexo feminino, mais hipertensos e diabéticos, maior número com história prévia de enfarte, com pior classe de Killip na admissão e score GRACE mais alto. Pelo contrário, eram menos fumadores, com menor apresentação como enfarte com supradesnivelamento ST e receberam menos bloqueadores beta, estatinas e angioplastia coronária. Tiveram também mais complicações hemorrágicas durante o internamento. A mortalidade intra-hospitalar (10 versus 4%), aos 30 dias (12 versus 5%) e ao primeiro ano (15 versus 6%) foram superiores no grupo com anemia (p < 0,001). Na análise bivariada, a presença de anemia é fator predizente de mortalidade intra-hospitalar (OR 2,46, IC 95% 1,57-3,85, p < 0,001), aos 30 dias (OR 2,47, IC 95% 1,65-3,69, p < 0,001) e ao primeiro ano (OR 2,66, IC 95% 1,83-3,86, p < 0,001), não se mantendo, contudo, esta associação após ajuste para outras variáveis. Associando a presença de anemia ao score GRACE, diferencia apenas para a mortalidade ao primeiro ano(com maior mortalidade) os grupos de risco intermédio e alto do score GRACE (6,7 versus 2,3%, p = 0,024; 23,4 versus 15,6%, p = 0,022, respetivamente), com uma tendência para diferenciar a mortalidade aos 30 dias no grupo de risco alto de score (19,6 versus 13,5%, p = 0,056). Conclusão: Os nossos dados confirmam que a anemia é um fator predizente importante de mortalidade a curto e médio prazo após SCA, contudo, não significativo quando ajustado ou incluído no score GRACE. Contudo, a sua combinação com o score GRACE pode melhorar a estratificação de risco, em particular no alto risco.

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Objective:We aimed to identify the cut-off for risk of pre-eclampsia (PE) in Portuguese population by applying the first trimester prediction model from Fetal Medicine Foundation (FMF) in a prospective enrolled cohort of low risk pregnant women. Population and methods: A prospective cohort of low risk singleton pregnancies underwent routine first-trimester scree - ning from 2011 through 2013. Maternal characteristics, blood pressure, uterine artery Doppler, levels of pregnancy-associated plasma protein-A (PAPP-A) and free b-human chorionic gonadotropin were evaluated. The prediction of PE in first trimester was calculated through software Astraia, the outcome obtained from medical records and the cutoff value was subse quently calculated. Results:Of the 273 enrolled patients, 7 (2.6%) developed PE. In first trimester women who developed PE presented higher uterine arteries resistance, represented by higher values of lowest and mean uterine pulsatility index, p <0.005. There was no statistical significance among the remaining maternal characteristics, body mass index, blood pressure and PAPP-A. Using the FMF first trimester PE algorithm, an ideal cut-off of 0.045 (1/22) would correctly detect 71% women who developed PE for a 12% false positive rate and a likelihood ratio of 12.98 (area under the curve: 0.69; confidence interval 95%: 0.39-0.99). By applying the reported cutoff to our cohort, we would obtain 71.4% true positives, 88.3% true negatives, 11.4% false positives and 28.6% false negatives. Conclusion: By applying a first trimester PE prediction model to low risk pregnancies derived from a Portuguese population, a significant proportion of patients would have been predicted as high risk. New larger studies are required to confirm the present findings.