Please use this identifier to cite or link to this item: https://doi.org/10.1186/s12879-014-0649-2
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dc.titleEarly clinical and laboratory risk factors of intensive care unit requirement during 2004-2008 dengue epidemics in Singapore: A matched case-control study
dc.contributor.authorPang, J
dc.contributor.authorThein, T.-L
dc.contributor.authorLeo, Y.-S
dc.contributor.authorLye, D.C
dc.date.accessioned2020-10-27T11:02:48Z
dc.date.available2020-10-27T11:02:48Z
dc.date.issued2014
dc.identifier.citationPang, 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
dc.identifier.issn14712334
dc.identifier.urihttps://scholarbank.nus.edu.sg/handle/10635/181476
dc.description.abstractBackground: 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.
dc.rightsAttribution 4.0 International
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.sourceUnpaywall 20201031
dc.subjectalanine aminotransferase
dc.subjecturea
dc.subjectadolescent
dc.subjectadult
dc.subjectage
dc.subjectaged
dc.subjectalanine aminotransferase blood level
dc.subjectArticle
dc.subjectblood pressure
dc.subjectcase control study
dc.subjectcomorbidity
dc.subjectcontrolled study
dc.subjectdengue
dc.subjectdiabetes mellitus
dc.subjectdisease severity
dc.subjectepidemic
dc.subjectfemale
dc.subjectfever
dc.subjecthematocrit
dc.subjecthuman
dc.subjecthypoproteinemia
dc.subjecthypotension
dc.subjectintensive care
dc.subjectlength of stay
dc.subjectlymphocyte count
dc.subjectmajor clinical study
dc.subjectmale
dc.subjectmiddle aged
dc.subjectmonocyte
dc.subjectmortality
dc.subjectpredictive value
dc.subjectprognosis
dc.subjectpulse rate
dc.subjectretrospective study
dc.subjectsensitivity and specificity
dc.subjectSingapore
dc.subjectthrombocyte count
dc.subjecturea blood level
dc.subjectyoung adult
dc.subjectdecision support system
dc.subjectdengue
dc.subjectepidemic
dc.subjectevaluation study
dc.subjectintensive care
dc.subjectintensive care unit
dc.subjectmultivariate analysis
dc.subjectrisk factor
dc.subjectstatistical analysis
dc.subjectstatistical model
dc.subjectstatistics and numerical data
dc.subjectutilization
dc.subjectvery elderly
dc.subjectAdolescent
dc.subjectAdult
dc.subjectAged
dc.subjectAged, 80 and over
dc.subjectCritical Care
dc.subjectDecision Support Techniques
dc.subjectDengue
dc.subjectEpidemics
dc.subjectFemale
dc.subjectHumans
dc.subjectIntensive Care Units
dc.subjectLogistic Models
dc.subjectMale
dc.subjectMatched-Pair Analysis
dc.subjectMiddle Aged
dc.subjectMultivariate Analysis
dc.subjectPrognosis
dc.subjectRetrospective Studies
dc.subjectRisk Factors
dc.subjectSensitivity and Specificity
dc.subjectSingapore
dc.subjectYoung Adult
dc.typeArticle
dc.contributor.departmentSAW SWEE HOCK SCHOOL OF PUBLIC HEALTH
dc.contributor.departmentMEDICINE
dc.description.doi10.1186/s12879-014-0649-2
dc.description.sourcetitleBMC Infectious Diseases
dc.description.volume14
dc.description.issue1
dc.description.page649
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