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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...

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Autores principales: Fortunato, Anna K., Glasser, Casey P., Watson, Joy A., Lu, Yongjin, Rychtář, Jan, Taylor, Dewey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2021
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.
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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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