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...

Full description

Bibliographic Details
Published in:PLOS Neglected Tropical Diseases
Main Authors: Samit Bhattacharyya, Natalie V S Vinkeles Melchers, Joseph N Siewe Fodjo, Amit Vutha, Luc E Coffeng, Makoy Y Logora, Robert Colebunders, Wilma A Stolk
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2023
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0011320
https://doaj.org/article/34527ac0a0ec4e0fbd07dfa2ffb5144f
id ftdoajarticles:oai:doaj.org/article:34527ac0a0ec4e0fbd07dfa2ffb5144f
record_format openpolar
spelling ftdoajarticles:oai:doaj.org/article:34527ac0a0ec4e0fbd07dfa2ffb5144f 2023-07-02T03:31:35+02:00 Onchocerciasis-associated epilepsy in Maridi, South Sudan: Modelling and exploring the impact of control measures against river blindness. Samit Bhattacharyya Natalie V S Vinkeles Melchers Joseph N Siewe Fodjo Amit Vutha Luc E Coffeng Makoy Y Logora Robert Colebunders Wilma A Stolk 2023-05-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0011320 https://doaj.org/article/34527ac0a0ec4e0fbd07dfa2ffb5144f EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0011320 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0011320 https://doaj.org/article/34527ac0a0ec4e0fbd07dfa2ffb5144f PLoS Neglected Tropical Diseases, Vol 17, Iss 5, p e0011320 (2023) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2023 ftdoajarticles https://doi.org/10.1371/journal.pntd.0011320 2023-06-11T00:32:50Z 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. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 17 5 e0011320
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Samit Bhattacharyya
Natalie V S Vinkeles Melchers
Joseph N Siewe Fodjo
Amit Vutha
Luc E Coffeng
Makoy Y Logora
Robert Colebunders
Wilma A Stolk
Onchocerciasis-associated epilepsy in Maridi, South Sudan: Modelling and exploring the impact of control measures against river blindness.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
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.
format Article in Journal/Newspaper
author Samit Bhattacharyya
Natalie V S Vinkeles Melchers
Joseph N Siewe Fodjo
Amit Vutha
Luc E Coffeng
Makoy Y Logora
Robert Colebunders
Wilma A Stolk
author_facet Samit Bhattacharyya
Natalie V S Vinkeles Melchers
Joseph N Siewe Fodjo
Amit Vutha
Luc E Coffeng
Makoy Y Logora
Robert Colebunders
Wilma A Stolk
author_sort Samit Bhattacharyya
title 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_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_sort onchocerciasis-associated epilepsy in maridi, south sudan: modelling and exploring the impact of control measures against river blindness.
publisher Public Library of Science (PLoS)
publishDate 2023
url https://doi.org/10.1371/journal.pntd.0011320
https://doaj.org/article/34527ac0a0ec4e0fbd07dfa2ffb5144f
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 17, Iss 5, p e0011320 (2023)
op_relation https://doi.org/10.1371/journal.pntd.0011320
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0011320
https://doaj.org/article/34527ac0a0ec4e0fbd07dfa2ffb5144f
op_doi https://doi.org/10.1371/journal.pntd.0011320
container_title PLOS Neglected Tropical Diseases
container_volume 17
container_issue 5
container_start_page e0011320
_version_ 1770270944542064640