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A simple mortality risk prediction score for viper envenoming in India (VENOMS): A model development and validation study
BACKGROUND: Snakebite is a neglected problem with a high mortality in India. There are no simple clinical prognostic tools which can predict mortality in viper envenomings. We aimed to develop and validate a mortality-risk prediction score for patients of viper envenoming from Southern India. METHOD...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8896694/ https://www.ncbi.nlm.nih.gov/pubmed/35192642 http://dx.doi.org/10.1371/journal.pntd.0010183 |
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author | Gopalakrishnan, Maya Saurabh, Suman Sagar, Pramod Bammigatti, Chanaveerappa Dutta, Tarun Kumar |
author_facet | Gopalakrishnan, Maya Saurabh, Suman Sagar, Pramod Bammigatti, Chanaveerappa Dutta, Tarun Kumar |
author_sort | Gopalakrishnan, Maya |
collection | PubMed |
description | BACKGROUND: Snakebite is a neglected problem with a high mortality in India. There are no simple clinical prognostic tools which can predict mortality in viper envenomings. We aimed to develop and validate a mortality-risk prediction score for patients of viper envenoming from Southern India. METHODS: We used clinical predictors from a prospective cohort of 248 patients with syndromic diagnosis of viper envenoming and had a positive 20-minute whole blood clotting test (WBCT 20) from a tertiary-care hospital in Puducherry, India. We applied multivariable logistic regression with backward elimination approach. External validation of this score was done among 140 patients from the same centre and its performance was assessed with concordance statistic and calibration plots. FINDINGS: The final model termed VENOMS from the term “Viper ENvenOming Mortality Score included 7 admission clinical parameters (recorded in the first 48 hours after bite): presence of overt bleeding manifestations, presence of capillary leak syndrome, haemoglobin <10 g/dL, bite to antivenom administration time > 6.5 h, systolic blood pressure < 100 mm Hg, urine output <20 mL/h in 24 h and female gender. The lowest possible VENOMS score of 0 predicted an in-hospital mortality risk of 0.06% while highest score of 12 predicted a mortality of 99.1%. The model had a concordance statistic of 0·86 (95% CI 0·79–0·94) in the validation cohort. Calibration plots indicated good agreement of predicted and observed outcomes. CONCLUSIONS: The VENOMS score is a good predictor of the mortality in viper envenoming in southern India where Russell’s viper envenoming burden is high. The score may have potential applications in triaging patients and guiding management after further validation. |
format | Online Article Text |
id | pubmed-8896694 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-88966942022-03-05 A simple mortality risk prediction score for viper envenoming in India (VENOMS): A model development and validation study Gopalakrishnan, Maya Saurabh, Suman Sagar, Pramod Bammigatti, Chanaveerappa Dutta, Tarun Kumar PLoS Negl Trop Dis Research Article BACKGROUND: Snakebite is a neglected problem with a high mortality in India. There are no simple clinical prognostic tools which can predict mortality in viper envenomings. We aimed to develop and validate a mortality-risk prediction score for patients of viper envenoming from Southern India. METHODS: We used clinical predictors from a prospective cohort of 248 patients with syndromic diagnosis of viper envenoming and had a positive 20-minute whole blood clotting test (WBCT 20) from a tertiary-care hospital in Puducherry, India. We applied multivariable logistic regression with backward elimination approach. External validation of this score was done among 140 patients from the same centre and its performance was assessed with concordance statistic and calibration plots. FINDINGS: The final model termed VENOMS from the term “Viper ENvenOming Mortality Score included 7 admission clinical parameters (recorded in the first 48 hours after bite): presence of overt bleeding manifestations, presence of capillary leak syndrome, haemoglobin <10 g/dL, bite to antivenom administration time > 6.5 h, systolic blood pressure < 100 mm Hg, urine output <20 mL/h in 24 h and female gender. The lowest possible VENOMS score of 0 predicted an in-hospital mortality risk of 0.06% while highest score of 12 predicted a mortality of 99.1%. The model had a concordance statistic of 0·86 (95% CI 0·79–0·94) in the validation cohort. Calibration plots indicated good agreement of predicted and observed outcomes. CONCLUSIONS: The VENOMS score is a good predictor of the mortality in viper envenoming in southern India where Russell’s viper envenoming burden is high. The score may have potential applications in triaging patients and guiding management after further validation. Public Library of Science 2022-02-22 /pmc/articles/PMC8896694/ /pubmed/35192642 http://dx.doi.org/10.1371/journal.pntd.0010183 Text en © 2022 Gopalakrishnan et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Gopalakrishnan, Maya Saurabh, Suman Sagar, Pramod Bammigatti, Chanaveerappa Dutta, Tarun Kumar A simple mortality risk prediction score for viper envenoming in India (VENOMS): A model development and validation study |
title | A simple mortality risk prediction score for viper envenoming in India (VENOMS): A model development and validation study |
title_full | A simple mortality risk prediction score for viper envenoming in India (VENOMS): A model development and validation study |
title_fullStr | A simple mortality risk prediction score for viper envenoming in India (VENOMS): A model development and validation study |
title_full_unstemmed | A simple mortality risk prediction score for viper envenoming in India (VENOMS): A model development and validation study |
title_short | A simple mortality risk prediction score for viper envenoming in India (VENOMS): A model development and validation study |
title_sort | simple mortality risk prediction score for viper envenoming in india (venoms): a model development and validation study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8896694/ https://www.ncbi.nlm.nih.gov/pubmed/35192642 http://dx.doi.org/10.1371/journal.pntd.0010183 |
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