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Mathematical modelling of the use of insecticide-treated nets for elimination of visceral leishmaniasis in Bihar, India
Visceral leishmaniasis (VL) is a deadly neglected tropical disease caused by a parasite Leishmania donovani and spread by female sand flies Phlebotomus argentipes. There is conflicting evidence regarding the role of insecticide-treated nets (ITNs) on the prevention of VL. Numerous studies demonstrat...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8242840/ https://www.ncbi.nlm.nih.gov/pubmed/34234949 http://dx.doi.org/10.1098/rsos.201960 |
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author | Fortunato, Anna K. Glasser, Casey P. Watson, Joy A. Lu, Yongjin Rychtář, Jan Taylor, Dewey |
author_facet | Fortunato, Anna K. Glasser, Casey P. Watson, Joy A. Lu, Yongjin Rychtář, Jan Taylor, Dewey |
author_sort | Fortunato, Anna K. |
collection | PubMed |
description | Visceral leishmaniasis (VL) is a deadly neglected tropical disease caused by a parasite Leishmania donovani and spread by female sand flies Phlebotomus argentipes. There is conflicting evidence regarding the role of insecticide-treated nets (ITNs) on the prevention of VL. Numerous studies demonstrated the effectiveness of ITNs. However, KalaNet, a large trial in Nepal and India did not support those findings. The purpose of this paper is to gain insight into the situation by mathematical modelling. We expand a mathematical model of VL transmission based on the KalaNet trial and incorporate the use of ITNs explicitly into the model. One of the major contributions of this work is that we calibrate the model based on the available epidemiological data, generally independent of the KalaNet trial. We validate the model on data collected during the KalaNet trial. We conclude that in order to eliminate VL, the ITN usage would have to stay above 96%. This is higher than the 91% ITNs use at the end of the trial which may explain why the trial did not show a positive effect from ITNs. At the same time, our model indicates that asymptomatic individuals play a crucial role in VL transmission. |
format | Online Article Text |
id | pubmed-8242840 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-82428402021-07-06 Mathematical modelling of the use of insecticide-treated nets for elimination of visceral leishmaniasis in Bihar, India Fortunato, Anna K. Glasser, Casey P. Watson, Joy A. Lu, Yongjin Rychtář, Jan Taylor, Dewey R Soc Open Sci Mathematics Visceral leishmaniasis (VL) is a deadly neglected tropical disease caused by a parasite Leishmania donovani and spread by female sand flies Phlebotomus argentipes. There is conflicting evidence regarding the role of insecticide-treated nets (ITNs) on the prevention of VL. Numerous studies demonstrated the effectiveness of ITNs. However, KalaNet, a large trial in Nepal and India did not support those findings. The purpose of this paper is to gain insight into the situation by mathematical modelling. We expand a mathematical model of VL transmission based on the KalaNet trial and incorporate the use of ITNs explicitly into the model. One of the major contributions of this work is that we calibrate the model based on the available epidemiological data, generally independent of the KalaNet trial. We validate the model on data collected during the KalaNet trial. We conclude that in order to eliminate VL, the ITN usage would have to stay above 96%. This is higher than the 91% ITNs use at the end of the trial which may explain why the trial did not show a positive effect from ITNs. At the same time, our model indicates that asymptomatic individuals play a crucial role in VL transmission. The Royal Society 2021-06-30 /pmc/articles/PMC8242840/ /pubmed/34234949 http://dx.doi.org/10.1098/rsos.201960 Text en © 2021 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Mathematics Fortunato, Anna K. Glasser, Casey P. Watson, Joy A. Lu, Yongjin Rychtář, Jan Taylor, Dewey Mathematical modelling of the use of insecticide-treated nets for elimination of visceral leishmaniasis in Bihar, India |
title | Mathematical modelling of the use of insecticide-treated nets for elimination of visceral leishmaniasis in Bihar, India |
title_full | Mathematical modelling of the use of insecticide-treated nets for elimination of visceral leishmaniasis in Bihar, India |
title_fullStr | Mathematical modelling of the use of insecticide-treated nets for elimination of visceral leishmaniasis in Bihar, India |
title_full_unstemmed | Mathematical modelling of the use of insecticide-treated nets for elimination of visceral leishmaniasis in Bihar, India |
title_short | Mathematical modelling of the use of insecticide-treated nets for elimination of visceral leishmaniasis in Bihar, India |
title_sort | mathematical modelling of the use of insecticide-treated nets for elimination of visceral leishmaniasis in bihar, india |
topic | Mathematics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8242840/ https://www.ncbi.nlm.nih.gov/pubmed/34234949 http://dx.doi.org/10.1098/rsos.201960 |
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