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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer India
2023
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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. |
format | Online Article Text |
id | pubmed-10185942 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer India |
record_format | MEDLINE/PubMed |
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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