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Comparing distress of mouse models for liver damage
In order to foster animal welfare as well as high quality of research, many countries regulate by law that the severity of animal experiments must be evaluated and considered when performing biomedical research. It is well accepted that multiple parameters rather than a single readout parameter shou...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7666197/ https://www.ncbi.nlm.nih.gov/pubmed/33188220 http://dx.doi.org/10.1038/s41598-020-76391-w |
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author | Tang, Guanglin Seume, Nico Häger, Christine Kumstel, Simone Abshagen, Kerstin Bleich, André Vollmar, Brigitte Talbot, Steven R. Zhang, Xianbin Zechner, Dietmar |
author_facet | Tang, Guanglin Seume, Nico Häger, Christine Kumstel, Simone Abshagen, Kerstin Bleich, André Vollmar, Brigitte Talbot, Steven R. Zhang, Xianbin Zechner, Dietmar |
author_sort | Tang, Guanglin |
collection | PubMed |
description | In order to foster animal welfare as well as high quality of research, many countries regulate by law that the severity of animal experiments must be evaluated and considered when performing biomedical research. It is well accepted that multiple parameters rather than a single readout parameter should be applied to describe animal distress or suffering. However, since the performance of readout parameters for animal distress is rarely defined and methods for multivariate analysis have only in rare cases been used, it is not known which methodology is most appropriate to define animal distress. This study used receiver operating characteristic curve analysis to quantify the performance of burrowing activity, body weight change and a distress score of mice after induction of liver damage by bile duct ligation or carbon tetrachloride. In addition, Support Vector Machine classification was used to compare the distress of these mouse models. This approach demonstrated that bile duct ligation causes much more distress than carbon tetrachloride-induced liver damage. This study, therefore, provides a prototype how to compare two animal models by considering several readout parameters. In the future these or similar methods for multivariate analysis will be necessary, when assessing and comparing the severity of animal models. |
format | Online Article Text |
id | pubmed-7666197 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-76661972020-11-16 Comparing distress of mouse models for liver damage Tang, Guanglin Seume, Nico Häger, Christine Kumstel, Simone Abshagen, Kerstin Bleich, André Vollmar, Brigitte Talbot, Steven R. Zhang, Xianbin Zechner, Dietmar Sci Rep Article In order to foster animal welfare as well as high quality of research, many countries regulate by law that the severity of animal experiments must be evaluated and considered when performing biomedical research. It is well accepted that multiple parameters rather than a single readout parameter should be applied to describe animal distress or suffering. However, since the performance of readout parameters for animal distress is rarely defined and methods for multivariate analysis have only in rare cases been used, it is not known which methodology is most appropriate to define animal distress. This study used receiver operating characteristic curve analysis to quantify the performance of burrowing activity, body weight change and a distress score of mice after induction of liver damage by bile duct ligation or carbon tetrachloride. In addition, Support Vector Machine classification was used to compare the distress of these mouse models. This approach demonstrated that bile duct ligation causes much more distress than carbon tetrachloride-induced liver damage. This study, therefore, provides a prototype how to compare two animal models by considering several readout parameters. In the future these or similar methods for multivariate analysis will be necessary, when assessing and comparing the severity of animal models. Nature Publishing Group UK 2020-11-13 /pmc/articles/PMC7666197/ /pubmed/33188220 http://dx.doi.org/10.1038/s41598-020-76391-w Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Tang, Guanglin Seume, Nico Häger, Christine Kumstel, Simone Abshagen, Kerstin Bleich, André Vollmar, Brigitte Talbot, Steven R. Zhang, Xianbin Zechner, Dietmar Comparing distress of mouse models for liver damage |
title | Comparing distress of mouse models for liver damage |
title_full | Comparing distress of mouse models for liver damage |
title_fullStr | Comparing distress of mouse models for liver damage |
title_full_unstemmed | Comparing distress of mouse models for liver damage |
title_short | Comparing distress of mouse models for liver damage |
title_sort | comparing distress of mouse models for liver damage |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7666197/ https://www.ncbi.nlm.nih.gov/pubmed/33188220 http://dx.doi.org/10.1038/s41598-020-76391-w |
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