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Incorporating inter-individual variability in experimental design improves the quality of results of animal experiments
Inter-individual variability in quantitative traits is believed to potentially inflate the quality of results in animal experimentation. Yet, to our knowledge this effect has not been empirically tested. Here we test whether inter-individual variability in emotional response within mouse inbred stra...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8341614/ https://www.ncbi.nlm.nih.gov/pubmed/34351958 http://dx.doi.org/10.1371/journal.pone.0255521 |
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author | van der Goot, Marloes H. Kooij, Marieke Stolte, Suzanne Baars, Annemarie Arndt, Saskia S. van Lith, Hein A. |
author_facet | van der Goot, Marloes H. Kooij, Marieke Stolte, Suzanne Baars, Annemarie Arndt, Saskia S. van Lith, Hein A. |
author_sort | van der Goot, Marloes H. |
collection | PubMed |
description | Inter-individual variability in quantitative traits is believed to potentially inflate the quality of results in animal experimentation. Yet, to our knowledge this effect has not been empirically tested. Here we test whether inter-individual variability in emotional response within mouse inbred strains affects the outcome of a pharmacological experiment. Three mouse inbred strains (BALB/c, C57BL/6 and 129S2) were behaviorally characterized through repeated exposure to a mild aversive stimulus (modified Hole Board, five consecutive trials). A multivariate clustering procedure yielded two multidimensional response types which were displayed by individuals of all three strains. We show that systematic incorporation of these individual response types in the design of a pharmacological experiment produces different results from an experimental pool in which this variation was not accounted for. To our knowledge, this is the first study that empirically confirms that inter-individual variability affects the interpretation of behavioral phenotypes and may obscure experimental results in a pharmacological experiment. |
format | Online Article Text |
id | pubmed-8341614 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-83416142021-08-06 Incorporating inter-individual variability in experimental design improves the quality of results of animal experiments van der Goot, Marloes H. Kooij, Marieke Stolte, Suzanne Baars, Annemarie Arndt, Saskia S. van Lith, Hein A. PLoS One Research Article Inter-individual variability in quantitative traits is believed to potentially inflate the quality of results in animal experimentation. Yet, to our knowledge this effect has not been empirically tested. Here we test whether inter-individual variability in emotional response within mouse inbred strains affects the outcome of a pharmacological experiment. Three mouse inbred strains (BALB/c, C57BL/6 and 129S2) were behaviorally characterized through repeated exposure to a mild aversive stimulus (modified Hole Board, five consecutive trials). A multivariate clustering procedure yielded two multidimensional response types which were displayed by individuals of all three strains. We show that systematic incorporation of these individual response types in the design of a pharmacological experiment produces different results from an experimental pool in which this variation was not accounted for. To our knowledge, this is the first study that empirically confirms that inter-individual variability affects the interpretation of behavioral phenotypes and may obscure experimental results in a pharmacological experiment. Public Library of Science 2021-08-05 /pmc/articles/PMC8341614/ /pubmed/34351958 http://dx.doi.org/10.1371/journal.pone.0255521 Text en © 2021 van der Goot et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article van der Goot, Marloes H. Kooij, Marieke Stolte, Suzanne Baars, Annemarie Arndt, Saskia S. van Lith, Hein A. Incorporating inter-individual variability in experimental design improves the quality of results of animal experiments |
title | Incorporating inter-individual variability in experimental design improves the quality of results of animal experiments |
title_full | Incorporating inter-individual variability in experimental design improves the quality of results of animal experiments |
title_fullStr | Incorporating inter-individual variability in experimental design improves the quality of results of animal experiments |
title_full_unstemmed | Incorporating inter-individual variability in experimental design improves the quality of results of animal experiments |
title_short | Incorporating inter-individual variability in experimental design improves the quality of results of animal experiments |
title_sort | incorporating inter-individual variability in experimental design improves the quality of results of animal experiments |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8341614/ https://www.ncbi.nlm.nih.gov/pubmed/34351958 http://dx.doi.org/10.1371/journal.pone.0255521 |
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