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Early clinical and laboratory risk factors of intensive care unit requirement during 2004–2008 dengue epidemics in Singapore: a matched case–control study

机译:2004-2008年新加坡登革热流行期间需要重症监护病房的早期临床和实验室风险因素:病例对照研究

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Background Dengue infection can result in severe clinical manifestations requiring intensive care. Effective triage is critical for early clinical management to reduce morbidity and mortality. However, there is limited knowledge on early risk factors of intensive care unit (ICU) requirement. This study aims to identify early clinical and laboratory risk factors of ICU requirement at first presentation in hospital and 24 hours prior to ICU requirement. Method A retrospective 1:4 matched case–control study was performed with 27 dengue patients who required ICU, and 108 dengue patients who did not require ICU from year 2004–2008, matched by year of dengue presentation. Univariate and multivariate conditional logistic regression were performed. Optimal predictive models were generated with statistically significant risk factors identified using stepwise forward and backward elimination method. Results ICU dengue patients were significantly older (P=0.003) and had diabetes (P=0.031), compared with non-ICU dengue patients. There were seven deaths among ICU patients at median seven days post fever. At first presentation, the WHO 2009 classification of dengue severity was significantly associated (P<0.001) with ICU, but not the WHO 1997 classification. Early clinical risk factors at presentation associated with ICU requirement were hematocrit change ≥20% concurrent with platelet <50 K [95% confidence-interval (CI)=2.46-30.53], hypoproteinemia (95% CI=1.09-19.74), hypotension (95% CI=1.83-31.79) and severe organ involvement (95% CI=3.30-331). Early laboratory risk factors at presentation were neutrophil proportion (95% CI=1.04-1.17), serum urea (95% CI=1.02-1.56) and alanine aminotransferase level (95% CI=1.001-1.06). This predictive model has sensitivity and specificity up to 88%. Early laboratory risk factors at 24 hours prior to ICU were lymphocyte (95% CI=1.03-1.38) and monocyte proportions (95% CI=1.02-1.78), pulse rate (95% CI=1.002-1.14) and blood pressure (95% CI=0.92-0.996). This predictive model has sensitivity and specificity up to 88.9% and 78%, respectively. Conclusions This is the first matched case–control study, to our best knowledge, that identified early clinical and laboratory risk factors of ICU requirement during hospitalization. These factors suggested differential pathophysiological background of dengue patients as early as first presentation prior to ICU requirement, which may reflect the pathogenesis of dengue severity. These risk models may facilitate clinicians in triage of patients, after validating in larger independent studies.
机译:背景登革热感染可导致需要加护病房的严重临床表现。有效的分类对于早期临床治疗降低发病率和死亡率至关重要。但是,关于重症监护病房(ICU)需求的早期危险因素的知识有限。这项研究的目的是在医院首次就诊以及ICU需求前24小时确定ICU需求的早期临床和实验室危险因素。方法采用回顾性1:4匹配病例对照研究,对2004年至2008年期间需要ICU的27例登革热患者和108例不需要ICU的登革热患者进行了回顾,并按登革热年份进行了匹配。进行了单因素和多因素条件逻辑回归。生成最佳预测模型,并使用逐步向前和向后消除方法确定具有统计学意义的危险因素。结果与非ICU登革热患者相比,ICU登革热患者明显更老(P = 0.003)和患有糖尿病(P = 0.031)。发烧后中位数7天,ICU患者中有7例死亡。首次介绍时,WHO 2009年登革热严重程度分类与ICU显着相关(P <0.001),而WHO 1997年分类则不相关。与ICU需求相关的早期临床危险因素是血细胞比容变化≥20%,血小板<50 K [95%置信区间(CI)= 2.46-30.53],低蛋白血症(95%CI = 1.09-19.74),低血压( 95%CI = 1.83-31.79)和严重器官受累(95%CI = 3.30-331)。出现时的早期实验室危险因素为中性粒细胞比例(95%CI = 1.04-1.17),血清尿素(95%CI = 1.02-1.56)和丙氨酸转氨酶水平(95%CI = 1.001-1.06)。这种预测模型的敏感性和特异性高达88%。重症监护病房前24小时的早期实验室危险因素是淋巴细胞(95%CI = 1.03-1.38)和单核细胞比例(95%CI = 1.02-1.78),脉搏率(95%CI = 1.002-1.14)和血压(95 %CI = 0.92-0.996)。该预测模型的敏感性和特异性分别高达88.9%和78%。结论据我们所知,这是首次匹配的病例对照研究,确定了住院期间ICU需求的早期临床和实验室危险因素。这些因素提示,登革热患者最早在需要ICU之前就出现了不同的病理生理背景,这可能反映了登革热严重程度的发病机理。在较大的独立研究中进行验证后,这些风险模型可能有助于临床医生对患者进行分类。

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