Abstract

Single-centre studies examining the transgenerational inheritance of pathologies in rodents exposed to pesticides have not always taken important design and analysis issues into account. This paper examines these methodological and statistical issues in detail. Its particular focus is on the estimation of 'litter effects': the tendency for rodents within a litter to be more alike than rodents in different litters. Appropriate statistical models were fitted to published data from a series of widely reported studies carried out at Washington State University. These studies were amalgamated into a single dataset in order to estimate these litter effects and associated treatment effects. Litter effects varied by outcome and were often substantial. Consequently, the effective sample size was often substantially less than the number of observations with implications for the power of the studies. Moreover, the reported precision of the estimates of treatment effects was too low. These problems are exacerbated by unexplained missing data across generations. Researchers in the life sciences could be more cognisant of the guidelines established in medicine for reporting randomised controlled trials, particularly cluster randomised trials. More attention should be paid to the design and analysis of multi-generational rodent studies; their imperfections have important implications for assessments of the evidence relating to the risks of pesticides for public health.

Highlights

  • The reproductive toxicity and carcinogenicity of pesticides are widely assessed via feeding experiments using rodents

  • The outcome is the proportion of problems in a litter and a single-level model is fitted with a parameter that allows for extra-binomial variation generated by the unmeasured litter variables. The estimates from these models are different, for puberty where the litter effects are greater, we find a consistent reduction in the precision of the estimated treatment effects when compared with single-level logit models that

  • Rodent litter effects are ubiquitous in transgenerational research and in other multi-generational designs

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Summary

OPEN ACCESS

Peer Review History: PLOS recognizes the benefits of transparency in the peer review process; we enable the publication of all of the content of peer review and author responses alongside final, published articles. Data Availability Statement: All relevant data are within the manuscript and its Supporting Information files.

Introduction
Rodent studies and transgenerational inheritance
Designing transgenerational studies
Analysing observational dependence
OUTCOME Puberty Testis
PUBERTY n
Sample size
Reporting standards
Findings
Conclusions
Full Text
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