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Onchocerciasis-associated epilepsy in Maridi, South Sudan: Modelling and exploring the impact of control measures against river blindness

BACKGROUND: Onchocerciasis, also known as “river blindness”, is caused by the bite of infected female blackflies (genus Simuliidae) that transmit the parasite Onchocerca volvulus. A high onchocerciasis microfarial load increases the risk to develop epilepsy in children between the ages of 3 and 18 y...

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Autores principales: Bhattacharyya, Samit, Vinkeles Melchers, Natalie V. S., Siewe Fodjo, Joseph N., Vutha, Amit, Coffeng, Luc E., Logora, Makoy Y., Colebunders, Robert, Stolk, Wilma A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10249816/
https://www.ncbi.nlm.nih.gov/pubmed/37235598
http://dx.doi.org/10.1371/journal.pntd.0011320
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author Bhattacharyya, Samit
Vinkeles Melchers, Natalie V. S.
Siewe Fodjo, Joseph N.
Vutha, Amit
Coffeng, Luc E.
Logora, Makoy Y.
Colebunders, Robert
Stolk, Wilma A.
author_facet Bhattacharyya, Samit
Vinkeles Melchers, Natalie V. S.
Siewe Fodjo, Joseph N.
Vutha, Amit
Coffeng, Luc E.
Logora, Makoy Y.
Colebunders, Robert
Stolk, Wilma A.
author_sort Bhattacharyya, Samit
collection PubMed
description BACKGROUND: Onchocerciasis, also known as “river blindness”, is caused by the bite of infected female blackflies (genus Simuliidae) that transmit the parasite Onchocerca volvulus. A high onchocerciasis microfarial load increases the risk to develop epilepsy in children between the ages of 3 and 18 years. In resource-limited settings in Africa where onchocerciasis has been poorly controlled, high numbers of onchocerciasis-associated epilepsy (OAE) are reported. We use mathematical modeling to predict the impact of onchocerciasis control strategies on the incidence and prevalence of OAE. METHODOLOGY: We developed an OAE model within the well-established mathematical modelling framework ONCHOSIM. Using Latin-Hypercube Sampling (LHS), and grid search technique, we quantified transmission and disease parameters using OAE data from Maridi County, an onchocerciasis endemic area, in southern Republic of South Sudan. Using ONCHOSIM, we predicted the impact of ivermectin mass drug administration (MDA) and vector control on the epidemiology of OAE in Maridi. PRINCIPAL FINDINGS: The model estimated an OAE prevalence of 4.1% in Maridi County, close to the 3.7% OAE prevalence reported in field studies. The OAE incidence is expected to rapidly decrease by >50% within the first five years of implementing annual MDA with good coverage (≥70%). With vector control at a high efficacy level (around 80% reduction of blackfly biting rates) as the sole strategy, the reduction is slower, requiring about 10 years to halve the OAE incidence. Increasing the efficacy levels of vector control, and implementing vector control simultaneously with MDA, yielded better results in preventing new cases of OAE. CONCLUSIONS/SIGNIFICANCES: Our modeling study demonstrates that intensifying onchocerciasis eradication efforts could substantially reduce OAE incidence and prevalence in endemic foci. Our model may be useful for optimizing OAE control strategies.
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spelling pubmed-102498162023-06-09 Onchocerciasis-associated epilepsy in Maridi, South Sudan: Modelling and exploring the impact of control measures against river blindness Bhattacharyya, Samit Vinkeles Melchers, Natalie V. S. Siewe Fodjo, Joseph N. Vutha, Amit Coffeng, Luc E. Logora, Makoy Y. Colebunders, Robert Stolk, Wilma A. PLoS Negl Trop Dis Research Article BACKGROUND: Onchocerciasis, also known as “river blindness”, is caused by the bite of infected female blackflies (genus Simuliidae) that transmit the parasite Onchocerca volvulus. A high onchocerciasis microfarial load increases the risk to develop epilepsy in children between the ages of 3 and 18 years. In resource-limited settings in Africa where onchocerciasis has been poorly controlled, high numbers of onchocerciasis-associated epilepsy (OAE) are reported. We use mathematical modeling to predict the impact of onchocerciasis control strategies on the incidence and prevalence of OAE. METHODOLOGY: We developed an OAE model within the well-established mathematical modelling framework ONCHOSIM. Using Latin-Hypercube Sampling (LHS), and grid search technique, we quantified transmission and disease parameters using OAE data from Maridi County, an onchocerciasis endemic area, in southern Republic of South Sudan. Using ONCHOSIM, we predicted the impact of ivermectin mass drug administration (MDA) and vector control on the epidemiology of OAE in Maridi. PRINCIPAL FINDINGS: The model estimated an OAE prevalence of 4.1% in Maridi County, close to the 3.7% OAE prevalence reported in field studies. The OAE incidence is expected to rapidly decrease by >50% within the first five years of implementing annual MDA with good coverage (≥70%). With vector control at a high efficacy level (around 80% reduction of blackfly biting rates) as the sole strategy, the reduction is slower, requiring about 10 years to halve the OAE incidence. Increasing the efficacy levels of vector control, and implementing vector control simultaneously with MDA, yielded better results in preventing new cases of OAE. CONCLUSIONS/SIGNIFICANCES: Our modeling study demonstrates that intensifying onchocerciasis eradication efforts could substantially reduce OAE incidence and prevalence in endemic foci. Our model may be useful for optimizing OAE control strategies. Public Library of Science 2023-05-26 /pmc/articles/PMC10249816/ /pubmed/37235598 http://dx.doi.org/10.1371/journal.pntd.0011320 Text en https://creativecommons.org/publicdomain/zero/1.0/This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication.
spellingShingle Research Article
Bhattacharyya, Samit
Vinkeles Melchers, Natalie V. S.
Siewe Fodjo, Joseph N.
Vutha, Amit
Coffeng, Luc E.
Logora, Makoy Y.
Colebunders, Robert
Stolk, Wilma A.
Onchocerciasis-associated epilepsy in Maridi, South Sudan: Modelling and exploring the impact of control measures against river blindness
title Onchocerciasis-associated epilepsy in Maridi, South Sudan: Modelling and exploring the impact of control measures against river blindness
title_full Onchocerciasis-associated epilepsy in Maridi, South Sudan: Modelling and exploring the impact of control measures against river blindness
title_fullStr Onchocerciasis-associated epilepsy in Maridi, South Sudan: Modelling and exploring the impact of control measures against river blindness
title_full_unstemmed Onchocerciasis-associated epilepsy in Maridi, South Sudan: Modelling and exploring the impact of control measures against river blindness
title_short Onchocerciasis-associated epilepsy in Maridi, South Sudan: Modelling and exploring the impact of control measures against river blindness
title_sort onchocerciasis-associated epilepsy in maridi, south sudan: modelling and exploring the impact of control measures against river blindness
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10249816/
https://www.ncbi.nlm.nih.gov/pubmed/37235598
http://dx.doi.org/10.1371/journal.pntd.0011320
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