One mean to rule them all? The arithmetic mean based egg reduction rate can be misleading when estimating anthelminthic drug efficacy in clinical trials.

Animal and human helminth infections are highly prevalent around the world, with only few anthelminthic drugs available. The anthelminthic drug performance is expressed by the cure rate and the egg reduction rate. However, which kind of mean should be used to calculate the egg reduction rate remains...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Wendelin Moser, Jennifer Keiser, Benjamin Speich, Somphou Sayasone, Stefanie Knopp, Jan Hattendorf
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2020
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0008185
https://doaj.org/article/8df7a34c6a304a9d9e843e10df7ca631
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spelling ftdoajarticles:oai:doaj.org/article:8df7a34c6a304a9d9e843e10df7ca631 2023-05-15T15:12:47+02:00 One mean to rule them all? The arithmetic mean based egg reduction rate can be misleading when estimating anthelminthic drug efficacy in clinical trials. Wendelin Moser Jennifer Keiser Benjamin Speich Somphou Sayasone Stefanie Knopp Jan Hattendorf 2020-04-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0008185 https://doaj.org/article/8df7a34c6a304a9d9e843e10df7ca631 EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0008185 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0008185 https://doaj.org/article/8df7a34c6a304a9d9e843e10df7ca631 PLoS Neglected Tropical Diseases, Vol 14, Iss 4, p e0008185 (2020) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2020 ftdoajarticles https://doi.org/10.1371/journal.pntd.0008185 2022-12-31T07:46:40Z Animal and human helminth infections are highly prevalent around the world, with only few anthelminthic drugs available. The anthelminthic drug performance is expressed by the cure rate and the egg reduction rate. However, which kind of mean should be used to calculate the egg reduction rate remains a controversial issue. We visualized the distributions of egg counts of different helminth species in 7 randomized controlled trials and asked a panel of experts about their opinion on the egg burden and drug efficacy of two different treatments. Simultaneously, we calculated infection intensities and egg reduction rates using different types of means: arithmetic, geometric, trimmed, winsorized and Hölder means. Finally, we calculated the agreement between expert opinion and the different means. We generated 23 different trial arm pairs, which were judged by 49 experts. Among all investigated means, the arithmetic mean showed poorest performance with only 64% agreement with expert opinion (bootstrap confidence interval [CI]: 60-68). Highest agreement of 94% (CI: 86-96) was reached by the Hölder mean M0.2, followed by the geometric mean (91%, CI: 85-94). Winsorized and trimmed means showed a rather poor performance (e.g. winsorization with 0.1 cut-off showed 85% agreement, CI: 78-87), but they performed reasonably well after excluding treatment arms with a small number of patients. In clinical trials with moderate sample size, the currently recommended arithmetic mean does not necessarily rank anthelminthic efficacies in the same order as might be obtained from expert evaluation of the same data. Estimates based on the arithmetic mean should always be reported together with an estimate, which is more robust to outliers, e.g. the geometric mean. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 14 4 e0008185
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
Wendelin Moser
Jennifer Keiser
Benjamin Speich
Somphou Sayasone
Stefanie Knopp
Jan Hattendorf
One mean to rule them all? The arithmetic mean based egg reduction rate can be misleading when estimating anthelminthic drug efficacy in clinical trials.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description Animal and human helminth infections are highly prevalent around the world, with only few anthelminthic drugs available. The anthelminthic drug performance is expressed by the cure rate and the egg reduction rate. However, which kind of mean should be used to calculate the egg reduction rate remains a controversial issue. We visualized the distributions of egg counts of different helminth species in 7 randomized controlled trials and asked a panel of experts about their opinion on the egg burden and drug efficacy of two different treatments. Simultaneously, we calculated infection intensities and egg reduction rates using different types of means: arithmetic, geometric, trimmed, winsorized and Hölder means. Finally, we calculated the agreement between expert opinion and the different means. We generated 23 different trial arm pairs, which were judged by 49 experts. Among all investigated means, the arithmetic mean showed poorest performance with only 64% agreement with expert opinion (bootstrap confidence interval [CI]: 60-68). Highest agreement of 94% (CI: 86-96) was reached by the Hölder mean M0.2, followed by the geometric mean (91%, CI: 85-94). Winsorized and trimmed means showed a rather poor performance (e.g. winsorization with 0.1 cut-off showed 85% agreement, CI: 78-87), but they performed reasonably well after excluding treatment arms with a small number of patients. In clinical trials with moderate sample size, the currently recommended arithmetic mean does not necessarily rank anthelminthic efficacies in the same order as might be obtained from expert evaluation of the same data. Estimates based on the arithmetic mean should always be reported together with an estimate, which is more robust to outliers, e.g. the geometric mean.
format Article in Journal/Newspaper
author Wendelin Moser
Jennifer Keiser
Benjamin Speich
Somphou Sayasone
Stefanie Knopp
Jan Hattendorf
author_facet Wendelin Moser
Jennifer Keiser
Benjamin Speich
Somphou Sayasone
Stefanie Knopp
Jan Hattendorf
author_sort Wendelin Moser
title One mean to rule them all? The arithmetic mean based egg reduction rate can be misleading when estimating anthelminthic drug efficacy in clinical trials.
title_short One mean to rule them all? The arithmetic mean based egg reduction rate can be misleading when estimating anthelminthic drug efficacy in clinical trials.
title_full One mean to rule them all? The arithmetic mean based egg reduction rate can be misleading when estimating anthelminthic drug efficacy in clinical trials.
title_fullStr One mean to rule them all? The arithmetic mean based egg reduction rate can be misleading when estimating anthelminthic drug efficacy in clinical trials.
title_full_unstemmed One mean to rule them all? The arithmetic mean based egg reduction rate can be misleading when estimating anthelminthic drug efficacy in clinical trials.
title_sort one mean to rule them all? the arithmetic mean based egg reduction rate can be misleading when estimating anthelminthic drug efficacy in clinical trials.
publisher Public Library of Science (PLoS)
publishDate 2020
url https://doi.org/10.1371/journal.pntd.0008185
https://doaj.org/article/8df7a34c6a304a9d9e843e10df7ca631
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 14, Iss 4, p e0008185 (2020)
op_relation https://doi.org/10.1371/journal.pntd.0008185
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0008185
https://doaj.org/article/8df7a34c6a304a9d9e843e10df7ca631
op_doi https://doi.org/10.1371/journal.pntd.0008185
container_title PLOS Neglected Tropical Diseases
container_volume 14
container_issue 4
container_start_page e0008185
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