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Title: | Early clinical and laboratory risk factors of intensive care unit requirement during 2004-2008 dengue epidemics in Singapore: A matched case-control study | Authors: | Pang, J Thein, T.-L Leo, Y.-S Lye, D.C |
Keywords: | alanine aminotransferase urea adolescent adult age aged alanine aminotransferase blood level Article blood pressure case control study comorbidity controlled study dengue diabetes mellitus disease severity epidemic female fever hematocrit human hypoproteinemia hypotension intensive care length of stay lymphocyte count major clinical study male middle aged monocyte mortality predictive value prognosis pulse rate retrospective study sensitivity and specificity Singapore thrombocyte count urea blood level young adult decision support system dengue epidemic evaluation study intensive care intensive care unit multivariate analysis risk factor statistical analysis statistical model statistics and numerical data utilization very elderly Adolescent Adult Aged Aged, 80 and over Critical Care Decision Support Techniques Dengue Epidemics Female Humans Intensive Care Units Logistic Models Male Matched-Pair Analysis Middle Aged Multivariate Analysis Prognosis Retrospective Studies Risk Factors Sensitivity and Specificity Singapore Young Adult |
Issue Date: | 2014 | Citation: | Pang, J, Thein, T.-L, Leo, Y.-S, Lye, D.C (2014). Early clinical and laboratory risk factors of intensive care unit requirement during 2004-2008 dengue epidemics in Singapore: A matched case-control study. BMC Infectious Diseases 14 (1) : 649. ScholarBank@NUS Repository. https://doi.org/10.1186/s12879-014-0649-2 | Rights: | Attribution 4.0 International | Abstract: | 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. © 2014 Pang et al. | Source Title: | BMC Infectious Diseases | URI: | https://scholarbank.nus.edu.sg/handle/10635/181476 | ISSN: | 14712334 | DOI: | 10.1186/s12879-014-0649-2 | Rights: | Attribution 4.0 International |
Appears in Collections: | Elements Staff Publications |
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