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New approaches to measuring anthelminthic drug efficacy: parasitological responses of childhood schistosome infections to treatment with praziquantel
BACKGROUND: By 2020, the global health community aims to control and eliminate human helminthiases, including schistosomiasis in selected African countries, principally by preventive chemotherapy (PCT) through mass drug administration (MDA) of anthelminthics. Quantitative monitoring of anthelminthic...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4728951/ https://www.ncbi.nlm.nih.gov/pubmed/26813154 http://dx.doi.org/10.1186/s13071-016-1312-0 |
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author | Walker, Martin Mabud, Tarub S. Olliaro, Piero L. Coulibaly, Jean T. King, Charles H. Raso, Giovanna Scherrer, Alexandra U. Stothard, J. Russell Sousa-Figueiredo, José Carlos Stete, Katarina Utzinger, Jürg Basáñez, Maria-Gloria |
author_facet | Walker, Martin Mabud, Tarub S. Olliaro, Piero L. Coulibaly, Jean T. King, Charles H. Raso, Giovanna Scherrer, Alexandra U. Stothard, J. Russell Sousa-Figueiredo, José Carlos Stete, Katarina Utzinger, Jürg Basáñez, Maria-Gloria |
author_sort | Walker, Martin |
collection | PubMed |
description | BACKGROUND: By 2020, the global health community aims to control and eliminate human helminthiases, including schistosomiasis in selected African countries, principally by preventive chemotherapy (PCT) through mass drug administration (MDA) of anthelminthics. Quantitative monitoring of anthelminthic responses is crucial for promptly detecting changes in efficacy, potentially indicative of emerging drug resistance. Statistical models offer a powerful means to delineate and compare efficacy among individuals, among groups of individuals and among populations. METHODS: We illustrate a variety of statistical frameworks that offer different levels of inference by analysing data from nine previous studies on egg counts collected from African children before and after administration of praziquantel. RESULTS: We quantify responses to praziquantel as egg reduction rates (ERRs), using different frameworks to estimate ERRs among population strata, as average responses, and within strata, as individual responses. We compare our model-based average ERRs to corresponding model-free estimates, using as reference the World Health Organization (WHO) 90 % threshold of optimal efficacy. We estimate distributions of individual responses and summarize the variation among these responses as the fraction of ERRs falling below the WHO threshold. CONCLUSIONS: Generic models for evaluating responses to anthelminthics deepen our understanding of variation among populations, sub-populations and individuals. We discuss the future application of statistical modelling approaches for monitoring and evaluation of PCT programmes targeting human helminthiases in the context of the WHO 2020 control and elimination goals. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13071-016-1312-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4728951 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-47289512016-01-28 New approaches to measuring anthelminthic drug efficacy: parasitological responses of childhood schistosome infections to treatment with praziquantel Walker, Martin Mabud, Tarub S. Olliaro, Piero L. Coulibaly, Jean T. King, Charles H. Raso, Giovanna Scherrer, Alexandra U. Stothard, J. Russell Sousa-Figueiredo, José Carlos Stete, Katarina Utzinger, Jürg Basáñez, Maria-Gloria Parasit Vectors Research BACKGROUND: By 2020, the global health community aims to control and eliminate human helminthiases, including schistosomiasis in selected African countries, principally by preventive chemotherapy (PCT) through mass drug administration (MDA) of anthelminthics. Quantitative monitoring of anthelminthic responses is crucial for promptly detecting changes in efficacy, potentially indicative of emerging drug resistance. Statistical models offer a powerful means to delineate and compare efficacy among individuals, among groups of individuals and among populations. METHODS: We illustrate a variety of statistical frameworks that offer different levels of inference by analysing data from nine previous studies on egg counts collected from African children before and after administration of praziquantel. RESULTS: We quantify responses to praziquantel as egg reduction rates (ERRs), using different frameworks to estimate ERRs among population strata, as average responses, and within strata, as individual responses. We compare our model-based average ERRs to corresponding model-free estimates, using as reference the World Health Organization (WHO) 90 % threshold of optimal efficacy. We estimate distributions of individual responses and summarize the variation among these responses as the fraction of ERRs falling below the WHO threshold. CONCLUSIONS: Generic models for evaluating responses to anthelminthics deepen our understanding of variation among populations, sub-populations and individuals. We discuss the future application of statistical modelling approaches for monitoring and evaluation of PCT programmes targeting human helminthiases in the context of the WHO 2020 control and elimination goals. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13071-016-1312-0) contains supplementary material, which is available to authorized users. BioMed Central 2016-01-27 /pmc/articles/PMC4728951/ /pubmed/26813154 http://dx.doi.org/10.1186/s13071-016-1312-0 Text en © Walker et al. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Walker, Martin Mabud, Tarub S. Olliaro, Piero L. Coulibaly, Jean T. King, Charles H. Raso, Giovanna Scherrer, Alexandra U. Stothard, J. Russell Sousa-Figueiredo, José Carlos Stete, Katarina Utzinger, Jürg Basáñez, Maria-Gloria New approaches to measuring anthelminthic drug efficacy: parasitological responses of childhood schistosome infections to treatment with praziquantel |
title | New approaches to measuring anthelminthic drug efficacy: parasitological responses of childhood schistosome infections to treatment with praziquantel |
title_full | New approaches to measuring anthelminthic drug efficacy: parasitological responses of childhood schistosome infections to treatment with praziquantel |
title_fullStr | New approaches to measuring anthelminthic drug efficacy: parasitological responses of childhood schistosome infections to treatment with praziquantel |
title_full_unstemmed | New approaches to measuring anthelminthic drug efficacy: parasitological responses of childhood schistosome infections to treatment with praziquantel |
title_short | New approaches to measuring anthelminthic drug efficacy: parasitological responses of childhood schistosome infections to treatment with praziquantel |
title_sort | new approaches to measuring anthelminthic drug efficacy: parasitological responses of childhood schistosome infections to treatment with praziquantel |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4728951/ https://www.ncbi.nlm.nih.gov/pubmed/26813154 http://dx.doi.org/10.1186/s13071-016-1312-0 |
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