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Admission factors associated with hospital mortality in patients with haematological malignancy admitted to UK adult, general critical care units: a secondary analysis of the ICNARC Case Mix Programme Database

机译:英国成人,普通重症监护病房的血液系统恶性肿瘤患者住院死亡率相关的入院因素:ICNARC病例组合计划数据库的二次分析

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IntroductionPatients with haematological malignancy admitted to intensive care have a high mortality. Adverse prognostic factors include the number of organ failures, invasive mechanical ventilation and previous bone marrow transplantation. Severity-of-illness scores may underestimate the mortality of critically ill patients with haematological malignancy. This study investigates the relationship between admission characteristics and outcome in patients with haematological malignancies admitted to intensive care units (ICUs) in England, Wales and Northern Ireland, and assesses the performance of three severity-of-illness scores in this population.MethodsA secondary analysis of the Intensive Care National Audit and Research Centre (ICNARC) Case Mix Programme Database was conducted on admissions to 178 adult, general ICUs in England, Wales and Northern Ireland between 1995 and 2007. Multivariate logistic regression analysis was used to identify factors associated with hospital mortality. The Acute Physiology and Chronic Health Evaluation (APACHE) II score, Simplified Acute Physiology Score (SAPS) II and ICNARC score were evaluated for discrimination (the ability to distinguish survivors from nonsurvivors); and the APACHE II, SAPS II and ICNARC mortality probabilities were evaluated for calibration (the accuracy of the estimated probability of survival).ResultsThere were 7,689 eligible admissions. ICU mortality was 43.1% (3,312 deaths) and acute hospital mortality was 59.2% (4,239 deaths). ICU and hospital mortality increased with the number of organ failures on admission. Admission factors associated with an increased risk of death were bone marrow transplant, Hodgkin's lymphoma, severe sepsis, age, length of hospital stay prior to intensive care admission, tachycardia, low systolic blood pressure, tachypnoea, low Glasgow Coma Score, sedation, PaO2:FiO2, acidaemia, alkalaemia, oliguria, hyponatraemia, hypernatraemia, low haematocrit, and uraemia. The ICNARC model had the best discrimination of the three scores analysed, as assessed by the area under the receiver operating characteristic curve of 0.78, but all scores were poorly calibrated. APACHE II had the highest accuracy at predicting hospital mortality, with a standardised mortality ratio of 1.01. SAPS II and the ICNARC score both underestimated hospital mortality.ConclusionsIncreased hospital mortality is associated with the length of hospital stay prior to ICU admission and with severe sepsis, suggesting that, if appropriate, such patients should be treated aggressively with early ICU admission. A low haematocrit was associated with higher mortality and this relationship requires further investigation. The severity-of-illness scores assessed in this study had reasonable discriminative power, but none showed good calibration.
机译:简介接受重症监护的血液系统恶性肿瘤患者死亡率很高。不良的预后因素包括器官衰竭的数量,有创的机械通气和先前的骨髓移植。疾病严重程度评分可能低估了血液系统恶性肿瘤危重患者的死亡率。这项研究调查了英格兰,威尔士和北爱尔兰的重症监护病房(ICU)入院的血液系统恶性肿瘤患者的入院特征与结局之间的关系,并评估了该人群中三种疾病严重程度评分的表现。重症监护国家审计与研究中心(ICNARC)病例混合计划数据库的研究是针对1995年至2007年期间英格兰,威尔士和北爱尔兰的178名成人,普通重症监护病房的入院情况进行的。多因素Logistic回归分析用于确定与医院相关的因素死亡。评估了急性生理和慢性健康评估(APACHE)II分数,简化急性生理分数(SAPS)II和ICNARC分数的歧视性(区分幸存者与非幸存者的能力);并评估了APACHE II,SAPS II和ICNARC的死亡率以进行校准(估计生存概率的准确性)。结果有7689名合格入院者。 ICU死亡率为43.1%(3,312例死亡),急性医院死亡率为59.2%(4,239例死亡)。 ICU和医院死亡率随着入院时器官衰竭的次数而增加。与死亡风险增加相关的入院因素是骨髓移植,霍奇金淋巴瘤,严重的败血症,年龄,重症监护病房之前的住院时间,心动过速,收缩压低,心动过速,格拉斯哥昏迷评分低,镇静,PaO2: FiO2,酸血症,碱血症,尿少,低钠血症,高钠血症,低血细胞比容和尿毒症。根据接收器工作特性曲线下面积0.78的评估,ICCNC模型对所分析的三个得分具有最好的区分度,但所有得分的校准均较差。 APACHE II在预测医院死亡率方面具有最高的准确性,标准化死亡率为1.01。 SAPS II和ICNARC分数均低估了医院死亡率。结论医院死亡率增加与入ICU之前的住院时间长和严重败血症有关,这表明,在适当的情况下,应尽早入ICU积极治疗此类患者。较低的血细胞比容与较高的死亡率有关,这种关系需要进一步研究。在这项研究中评估的疾病严重程度评分具有合理的判别力,但均未显示出良好的校准效果。

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