2018
DOI: 10.1016/j.ijpddr.2018.07.003
|View full text |Cite
|
Sign up to set email alerts
|

Modelling anthelmintic resistance by extending eggCounts package to allow individual efficacy

Abstract: The same anthelmintic treatment can have variable efficacy on individual animals even if the parasite population is homogenously susceptible. An extension of the R package eggCounts is proposed to take individual efficacy into account using a Bayesian hierarchical model. A simulation study is conducted to compare the performance of five different methods on estimating faecal egg count reduction and its uncertainty interval. Simulation results showed the individual efficacy model offered robust inference to two… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
2
1

Citation Types

0
32
0

Year Published

2020
2020
2022
2022

Publication Types

Select...
7
1

Relationship

0
8

Authors

Journals

citations
Cited by 56 publications
(36 citation statements)
references
References 24 publications
0
32
0
Order By: Relevance
“…The statistical analysis was limited to horses with an excretion level of ≥ 150 eggs per gram faeces (EPG) and stud farms with at least 6 horses shedding eggs above this threshold. FECRT 95% confidence intervals were estimated by 1000 bootstraps using the fecrtCI() function as implemented in the eggCounts package v2.1-2 [12]. To account for sex-and age-specific variation in Parascaris spp.…”
Section: Resultsmentioning
confidence: 99%
“…The statistical analysis was limited to horses with an excretion level of ≥ 150 eggs per gram faeces (EPG) and stud farms with at least 6 horses shedding eggs above this threshold. FECRT 95% confidence intervals were estimated by 1000 bootstraps using the fecrtCI() function as implemented in the eggCounts package v2.1-2 [12]. To account for sex-and age-specific variation in Parascaris spp.…”
Section: Resultsmentioning
confidence: 99%
“…Spearman correlation coefficients were calculated to estimate the correlations between EPG and test day milk yield and of the FAMACHA score with PCV and EPG. FECRTs and corresponding 95 % credible intervals (CI) were determined using the function fecr_stan from the R-package eggCounts 2.3 ( Wang et al, 2018 ). For calculations, a paired design model with individual efficacy was used.…”
Section: Methodsmentioning
confidence: 99%
“…For calculations, a paired design model with individual efficacy was used. As recommended by Wang et al (2018) the 2.5 % and 97.5 % percentiles as the 95 % CI and the median as the summary statistics were used. Observations with zero EPG pre-treatment were excluded prior to the analysis.…”
Section: Methodsmentioning
confidence: 99%
“…Groups with a mean pre-treatment FEC < 40 epg were also excluded from further analysis due to the low FEC. Data were analysed using the Shiny web interface for the R package eggCounts with paired samples and allowing individual efficacy [23]. If the mean FEC increased after anthelmintic treatment, the default prior for modelling the reduction was changed to Uniform(0,4) [23].…”
Section: Faecal Egg Count Reduction Testmentioning
confidence: 99%
“…Data were analysed using the Shiny web interface for the R package eggCounts with paired samples and allowing individual efficacy [23]. If the mean FEC increased after anthelmintic treatment, the default prior for modelling the reduction was changed to Uniform(0,4) [23]. Resistance was considered present if the percentage reduction in egg count was < 95% and the lower value of the 95% uncertainty interval was < 90%.…”
Section: Faecal Egg Count Reduction Testmentioning
confidence: 99%