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Derivation and Validation of a Mortality Risk Score for Severe Hand, Foot and Mouth Disease in China
- Source :
- Scientific Reports, Scientific Reports, Vol 7, Iss 1, Pp 1-9 (2017)
- Publication Year :
- 2017
- Publisher :
- Nature Publishing Group UK, 2017.
-
Abstract
- Outbreaks of hand, foot and mouth disease (HFMD) have increased recently, as has the case fatality rate in severe cases. No scoring system currently exists to predict mortality risk for severe HFMD in previous study. We retrospectively collected laboratory parameters for 546 patients with severe HFMD (a derivation and a validation cohort) at Hunan Children’s Hospitals between January 2012 and December 2014. We developed a mortality risk score comprising four laboratory parameters: blood glucose (GLU), white blood cells (WBC), lactate (LAC), and N-terminal-probrain natriuretic peptide (NT-proBNP). Using an “optimal” cutoff score of 4, the sensitivity, specificity, positive predictive value and negative predictive value was 88.00%, 96.14%, 62.86% and 99.08%, respectively, in the derivation cohort. Among severe HFMD patients with low- and high-risk scores in the validation cohort, case fatality rates were 1.49% and 74.07%, respectively. According to the “optimal” cut-off in the derivation cohort, the sensitivity, specificity, positive predictive value, and negative predictive value were 80.95%, 93.83%, 62.96% and 97.44%, respectively, in the derivation cohort. The mortality risk score demonstrated good discrimination (AUC > 0.9) and calibration (P > 0.05) in both cohorts. The mortality risk score, comprising WBC, GLU, LAC and NT-proBNP, has been demonstrated good discrimination and calibration in the both cohorts.
- Subjects :
- 0301 basic medicine
Male
medicine.medical_specialty
China
Scoring system
medicine.drug_class
Science
030106 microbiology
Risk Assessment
Severity of Illness Index
Hand-foot-and-mouth disease
Article
03 medical and health sciences
Predictive Value of Tests
Internal medicine
Case fatality rate
Natriuretic peptide
Medicine
Humans
Derivation
Cutoff score
Retrospective Studies
Multidisciplinary
Framingham Risk Score
Foot-and-mouth disease
business.industry
Infant
medicine.disease
Prognosis
Surgery
Survival Rate
ROC Curve
Child, Preschool
Female
business
Hand, Foot and Mouth Disease
Biomarkers
Follow-Up Studies
Subjects
Details
- Language :
- English
- ISSN :
- 20452322
- Volume :
- 7
- Database :
- OpenAIRE
- Journal :
- Scientific Reports
- Accession number :
- edsair.doi.dedup.....64851295dee66c835b59f0a713708d89