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Model-Based Geostatistical Mapping of the Prevalence of Onchocerca volvulus in Cameroon between 1971 and 2020

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Model-Based Geostatistical Mapping of the Prevalence of Onchocerca volvulus in Cameroon between 1971 and 2020. / Niamsi-Emalio, Yannick; Nana-Djeunga, Hugues C.; Fronterrè, Claudio et al.
In: PLoS Neglected Tropical Diseases, Vol. 19, No. 3, e0012250, 28.03.2025.

Research output: Contribution to Journal/MagazineJournal articlepeer-review

Harvard

Niamsi-Emalio, Y, Nana-Djeunga, HC, Fronterrè, C, Shrestha, H, Nko’Ayissi, GB, Mpaba Minkat, TM, Kamgno, J, Basáñez, M-G & Tamarozzi, F (ed.) 2025, 'Model-Based Geostatistical Mapping of the Prevalence of Onchocerca volvulus in Cameroon between 1971 and 2020', PLoS Neglected Tropical Diseases, vol. 19, no. 3, e0012250. https://doi.org/10.1371/journal.pntd.0012250

APA

Niamsi-Emalio, Y., Nana-Djeunga, H. C., Fronterrè, C., Shrestha, H., Nko’Ayissi, G. B., Mpaba Minkat, T. M., Kamgno, J., Basáñez, M.-G., & Tamarozzi, F. (Ed.) (2025). Model-Based Geostatistical Mapping of the Prevalence of Onchocerca volvulus in Cameroon between 1971 and 2020. PLoS Neglected Tropical Diseases, 19(3), Article e0012250. https://doi.org/10.1371/journal.pntd.0012250

Vancouver

Niamsi-Emalio Y, Nana-Djeunga HC, Fronterrè C, Shrestha H, Nko’Ayissi GB, Mpaba Minkat TM et al. Model-Based Geostatistical Mapping of the Prevalence of Onchocerca volvulus in Cameroon between 1971 and 2020. PLoS Neglected Tropical Diseases. 2025 Mar 28;19(3):e0012250. doi: 10.1371/journal.pntd.0012250

Author

Niamsi-Emalio, Yannick ; Nana-Djeunga, Hugues C. ; Fronterrè, Claudio et al. / Model-Based Geostatistical Mapping of the Prevalence of Onchocerca volvulus in Cameroon between 1971 and 2020. In: PLoS Neglected Tropical Diseases. 2025 ; Vol. 19, No. 3.

Bibtex

@article{501d030117a14de1877904c8620776f7,
title = "Model-Based Geostatistical Mapping of the Prevalence of Onchocerca volvulus in Cameroon between 1971 and 2020",
abstract = "Background: After the closure of the African Programme for Onchocerciasis Control (APOC) in 2015, the Ministry of Public Health of Cameroon has continued implementing annual community-directed treatment with ivermectin (CDTI) in endemic areas. The World Health Organization has proposed that 12 countries be verified for elimination (interruption) of transmission by 2030. Using Rapid Epidemiological Mapping of Onchocerciasis, a baseline geostatistical map of nodule (onchocercoma) prevalence had been generated for APOC countries, indicating high initial endemicity in most regions of Cameroon. After more than two decades of CDTI, infection prevalence remains high in some areas. This study aimed at mapping the spatio-temporal evolution of Onchocerca volvulus prevalence from 1971 to 2020 to: i) identify such areas; ii) indicate where alternative and complementary interventions are most needed to accelerate elimination, and iii) improve the projections of transmission models. Methodology: A total of 1,404 georeferenced (village-level) prevalence surveys were obtained from published articles; the Expanded Special Project for Elimination of Neglected Tropical Diseases portal for Cameroon; independent researchers and grey literature. These data were used together with bioclimatic layers to generate model-based geostatistical (MBG) maps of microfilarial prevalence for 1971–2000; 2001–2010 and 2011–2020. Principal findings: Time-period was negatively and statistically significantly associated with prevalence. In 1971–2000 and 2001–2010, prevalence levels were high in most regions and ≥60% in some areas. Mean predicted prevalence declined in 2011–2020, reaching",
author = "Yannick Niamsi-Emalio and Nana-Djeunga, {Hugues C.} and Claudio Fronterr{\`e} and Himal Shrestha and Nko{\textquoteright}Ayissi, {Georges B.} and {Mpaba Minkat}, {Th{\'e}ophile M.} and Joseph Kamgno and Mar{\'i}a-Gloria Bas{\'a}{\~n}ez and Francesca Tamarozzi,",
year = "2025",
month = mar,
day = "28",
doi = "10.1371/journal.pntd.0012250",
language = "English",
volume = "19",
journal = "PLoS Neglected Tropical Diseases",
issn = "1935-2727",
publisher = "Public Library of Science",
number = "3",

}

RIS

TY - JOUR

T1 - Model-Based Geostatistical Mapping of the Prevalence of Onchocerca volvulus in Cameroon between 1971 and 2020

AU - Niamsi-Emalio, Yannick

AU - Nana-Djeunga, Hugues C.

AU - Fronterrè, Claudio

AU - Shrestha, Himal

AU - Nko’Ayissi, Georges B.

AU - Mpaba Minkat, Théophile M.

AU - Kamgno, Joseph

AU - Basáñez, María-Gloria

A2 - Tamarozzi,, Francesca

PY - 2025/3/28

Y1 - 2025/3/28

N2 - Background: After the closure of the African Programme for Onchocerciasis Control (APOC) in 2015, the Ministry of Public Health of Cameroon has continued implementing annual community-directed treatment with ivermectin (CDTI) in endemic areas. The World Health Organization has proposed that 12 countries be verified for elimination (interruption) of transmission by 2030. Using Rapid Epidemiological Mapping of Onchocerciasis, a baseline geostatistical map of nodule (onchocercoma) prevalence had been generated for APOC countries, indicating high initial endemicity in most regions of Cameroon. After more than two decades of CDTI, infection prevalence remains high in some areas. This study aimed at mapping the spatio-temporal evolution of Onchocerca volvulus prevalence from 1971 to 2020 to: i) identify such areas; ii) indicate where alternative and complementary interventions are most needed to accelerate elimination, and iii) improve the projections of transmission models. Methodology: A total of 1,404 georeferenced (village-level) prevalence surveys were obtained from published articles; the Expanded Special Project for Elimination of Neglected Tropical Diseases portal for Cameroon; independent researchers and grey literature. These data were used together with bioclimatic layers to generate model-based geostatistical (MBG) maps of microfilarial prevalence for 1971–2000; 2001–2010 and 2011–2020. Principal findings: Time-period was negatively and statistically significantly associated with prevalence. In 1971–2000 and 2001–2010, prevalence levels were high in most regions and ≥60% in some areas. Mean predicted prevalence declined in 2011–2020, reaching

AB - Background: After the closure of the African Programme for Onchocerciasis Control (APOC) in 2015, the Ministry of Public Health of Cameroon has continued implementing annual community-directed treatment with ivermectin (CDTI) in endemic areas. The World Health Organization has proposed that 12 countries be verified for elimination (interruption) of transmission by 2030. Using Rapid Epidemiological Mapping of Onchocerciasis, a baseline geostatistical map of nodule (onchocercoma) prevalence had been generated for APOC countries, indicating high initial endemicity in most regions of Cameroon. After more than two decades of CDTI, infection prevalence remains high in some areas. This study aimed at mapping the spatio-temporal evolution of Onchocerca volvulus prevalence from 1971 to 2020 to: i) identify such areas; ii) indicate where alternative and complementary interventions are most needed to accelerate elimination, and iii) improve the projections of transmission models. Methodology: A total of 1,404 georeferenced (village-level) prevalence surveys were obtained from published articles; the Expanded Special Project for Elimination of Neglected Tropical Diseases portal for Cameroon; independent researchers and grey literature. These data were used together with bioclimatic layers to generate model-based geostatistical (MBG) maps of microfilarial prevalence for 1971–2000; 2001–2010 and 2011–2020. Principal findings: Time-period was negatively and statistically significantly associated with prevalence. In 1971–2000 and 2001–2010, prevalence levels were high in most regions and ≥60% in some areas. Mean predicted prevalence declined in 2011–2020, reaching

U2 - 10.1371/journal.pntd.0012250

DO - 10.1371/journal.pntd.0012250

M3 - Journal article

VL - 19

JO - PLoS Neglected Tropical Diseases

JF - PLoS Neglected Tropical Diseases

SN - 1935-2727

IS - 3

M1 - e0012250

ER -