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Development and Validation of a Bedside Dengue Severity Score for Predicting Severe Dengue in Children

OBJECTIVE: To develop and validate a bedside dengue severity score in children less than 12 years for predicting severe dengue disease. METHODS: We carried out an analysis of data on the clinical and laboratory parameters of patients with confirmed dengue, hospitalized in October, 2019 at our center...

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Autores principales: Gayathri, Vaitheeswaran, Lakshmi, Shanmugavel Velmurugan, Murugan, Sivaraman Senthil, Poovazhagi, Varadarajan, Kalpana, Sivasambo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer India 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10185942/
https://www.ncbi.nlm.nih.gov/pubmed/36757000
http://dx.doi.org/10.1007/s13312-023-2880-7
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author Gayathri, Vaitheeswaran
Lakshmi, Shanmugavel Velmurugan
Murugan, Sivaraman Senthil
Poovazhagi, Varadarajan
Kalpana, Sivasambo
author_facet Gayathri, Vaitheeswaran
Lakshmi, Shanmugavel Velmurugan
Murugan, Sivaraman Senthil
Poovazhagi, Varadarajan
Kalpana, Sivasambo
author_sort Gayathri, Vaitheeswaran
collection PubMed
description OBJECTIVE: To develop and validate a bedside dengue severity score in children less than 12 years for predicting severe dengue disease. METHODS: We carried out an analysis of data on the clinical and laboratory parameters of patients with confirmed dengue, hospitalized in October, 2019 at our center. A comprehensive patient’s score was developed. Predictive models for severity were built using a forward step-wise method. This model was validated on the data of 312 children with dengue admitted during September- October, 2021. RESULTS: Severe dengue was predicted by the dengue severity score with a sensitivity of 86.75% (95% CI 77.52%–93.19%), specificity of 98.25% (95% CI 95.56–99.52%), a positive predictive value of 95.34% (95% CI 92.18%–97.26%) and a negative predictive value of 94.74% (95% CI 87.16%–97.95%). The overall predictive accuracy was 95.2% (95% CI 92.19%–97.28%). CONCLUSION: The proposed bedside dengue severity scoring system was found to have good validity. Validating the score in different settings and patient populations is suggested. ELECTRONIC SUPPLEMENTARY MATERIAL: Supplementary material is available in the online version of this article at 10.1007/s13312-023-2880-7.
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spelling pubmed-101859422023-05-17 Development and Validation of a Bedside Dengue Severity Score for Predicting Severe Dengue in Children Gayathri, Vaitheeswaran Lakshmi, Shanmugavel Velmurugan Murugan, Sivaraman Senthil Poovazhagi, Varadarajan Kalpana, Sivasambo Indian Pediatr Research Paper OBJECTIVE: To develop and validate a bedside dengue severity score in children less than 12 years for predicting severe dengue disease. METHODS: We carried out an analysis of data on the clinical and laboratory parameters of patients with confirmed dengue, hospitalized in October, 2019 at our center. A comprehensive patient’s score was developed. Predictive models for severity were built using a forward step-wise method. This model was validated on the data of 312 children with dengue admitted during September- October, 2021. RESULTS: Severe dengue was predicted by the dengue severity score with a sensitivity of 86.75% (95% CI 77.52%–93.19%), specificity of 98.25% (95% CI 95.56–99.52%), a positive predictive value of 95.34% (95% CI 92.18%–97.26%) and a negative predictive value of 94.74% (95% CI 87.16%–97.95%). The overall predictive accuracy was 95.2% (95% CI 92.19%–97.28%). CONCLUSION: The proposed bedside dengue severity scoring system was found to have good validity. Validating the score in different settings and patient populations is suggested. ELECTRONIC SUPPLEMENTARY MATERIAL: Supplementary material is available in the online version of this article at 10.1007/s13312-023-2880-7. Springer India 2023-02-09 2023 /pmc/articles/PMC10185942/ /pubmed/36757000 http://dx.doi.org/10.1007/s13312-023-2880-7 Text en © Indian Academy of Pediatrics 2023 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Research Paper
Gayathri, Vaitheeswaran
Lakshmi, Shanmugavel Velmurugan
Murugan, Sivaraman Senthil
Poovazhagi, Varadarajan
Kalpana, Sivasambo
Development and Validation of a Bedside Dengue Severity Score for Predicting Severe Dengue in Children
title Development and Validation of a Bedside Dengue Severity Score for Predicting Severe Dengue in Children
title_full Development and Validation of a Bedside Dengue Severity Score for Predicting Severe Dengue in Children
title_fullStr Development and Validation of a Bedside Dengue Severity Score for Predicting Severe Dengue in Children
title_full_unstemmed Development and Validation of a Bedside Dengue Severity Score for Predicting Severe Dengue in Children
title_short Development and Validation of a Bedside Dengue Severity Score for Predicting Severe Dengue in Children
title_sort development and validation of a bedside dengue severity score for predicting severe dengue in children
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10185942/
https://www.ncbi.nlm.nih.gov/pubmed/36757000
http://dx.doi.org/10.1007/s13312-023-2880-7
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