Batch effect exerts a bigger influence on the rat urinary metabolome and gut microbiota than uraemia: a cautionary tale

Tools

Randall, D.W., Kieswich, J., Swann, J., McCafferty, K., Thiemermann, C., Curtis, M., Hoyles, L. ORCID: 0000-0002-6418-342X and Yaqoob, M.M., 2019. Batch effect exerts a bigger influence on the rat urinary metabolome and gut microbiota than uraemia: a cautionary tale. Microbiome, 7: 127. ISSN 2049-2618

Preview

Text
14772_Hoyles.pdf - Published version
Download (1MB) | Preview

Official URL: http://doi.org/10.1186/s40168-019-0738-y

Abstract

Background: Rodent models are invaluable for studying biological processes in the context of whole organisms. The reproducibility of such research is based on an assumption of metabolic similarity between experimental animals, controlled for by breeding and housing strategies that minimise genetic and environmental variation. Here, we set out to demonstrate the effect of experimental uraemia on the rat urinary metabolome and gut microbiome but found instead that the effect of vendor shipment batch was larger in both areas than that of uraemia.

Results: Twenty four Wistar rats obtained from the same commercial supplier in two separate shipment batches underwent either subtotal nephrectomy or sham procedures. All animals undergoing subtotal nephrectomy developed an expected uraemic phenotype. The urinary metabolome was studied using 1 H-NMR spectroscopy and found to vary significantly between animals from different batches, with substantial differences in concentrations of a broad range of substances including lactate, acetate, glucose, amino acids, amines and benzoate derivatives. In animals from one batch, there was a complete absence of the microbiome-associated urinary metabolite hippurate, which was present in significant concentrations in animals from the other batch. These differences were so prominent that we would have drawn quite different conclusions about the effect of uraemia on urinary phenotype depending on which batch of animals we had used. Corresponding differences were seen in the gut microbiota between animals in different batches when assessed by the sequencing of 16S rRNA gene amplicons, with higher alpha diversity and different distributions of Proteobacteria subtaxa and short-chain fatty acid producing bacteria in the second batch compared to the first. Whilst we also demonstrated differences in both the urinary metabolome and gut microbiota associated with uraemia, these effects were smaller in size than those associated with shipment batch.

Conclusions: These results challenge the assumption that experimental animals obtained from the same supplier are metabolically comparable, and provide metabolomic evidence that batch-to-batch variations in the microbiome of experimental animals are significant confounders in an experimental study. We discuss strategies for reducing such variability and the need for transparency in research publications about the supply of experimental animals.

Item Type:

Journal article

Publication Title:

Microbiome

Creators:

Randall, D.W., Kieswich, J., Swann, J., McCafferty, K., Thiemermann, C., Curtis, M., Hoyles, L. and Yaqoob, M.M.

Publisher:

BioMed Central Ltd.

Date:

2 September 2019

Volume:

ISSN:

2049-2618

Identifiers:

Number	Type
10.1186/s40168-019-0738-y	DOI

Rights:

© The Author(s). 2019 Open Access This 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.

Divisions:

Schools > School of Science and Technology

Record created by:

Jill Tomkinson

Date Added:

05 Sep 2019 15:20

Last Modified:

05 Sep 2019 15:20

URI:

https://irep.ntu.ac.uk/id/eprint/37579