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Human pathways in animal models: possibilities and limitations

Animal models are crucial for advancing our knowledge about the molecular pathways involved in human diseases. However, it remains unclear to what extent tissue expression of pathways in healthy individuals is conserved between species. In addition, organism-specific information on pathways in anima...

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Autores principales: Doncheva, Nadezhda T, Palasca, Oana, Yarani, Reza, Litman, Thomas, Anthon, Christian, Groenen, Martien A M, Stadler, Peter F, Pociot, Flemming, Jensen, Lars J, Gorodkin, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7913694/
https://www.ncbi.nlm.nih.gov/pubmed/33524155
http://dx.doi.org/10.1093/nar/gkab012
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author Doncheva, Nadezhda T
Palasca, Oana
Yarani, Reza
Litman, Thomas
Anthon, Christian
Groenen, Martien A M
Stadler, Peter F
Pociot, Flemming
Jensen, Lars J
Gorodkin, Jan
author_facet Doncheva, Nadezhda T
Palasca, Oana
Yarani, Reza
Litman, Thomas
Anthon, Christian
Groenen, Martien A M
Stadler, Peter F
Pociot, Flemming
Jensen, Lars J
Gorodkin, Jan
author_sort Doncheva, Nadezhda T
collection PubMed
description Animal models are crucial for advancing our knowledge about the molecular pathways involved in human diseases. However, it remains unclear to what extent tissue expression of pathways in healthy individuals is conserved between species. In addition, organism-specific information on pathways in animal models is often lacking. Within these limitations, we explore the possibilities that arise from publicly available data for the animal models mouse, rat, and pig. We approximate the animal pathways activity by integrating the human counterparts of curated pathways with tissue expression data from the models. Specifically, we compare whether the animal orthologs of the human genes are expressed in the same tissue. This is complicated by the lower coverage and worse quality of data in rat and pig as compared to mouse. Despite that, from 203 human KEGG pathways and the seven tissues with best experimental coverage, we identify 95 distinct pathways, for which the tissue expression in one animal model agrees better with human than the others. Our systematic pathway-tissue comparison between human and three animal modes points to specific similarities with human and to distinct differences among the animal models, thereby suggesting the most suitable organism for modeling a human pathway or tissue.
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spelling pubmed-79136942021-03-03 Human pathways in animal models: possibilities and limitations Doncheva, Nadezhda T Palasca, Oana Yarani, Reza Litman, Thomas Anthon, Christian Groenen, Martien A M Stadler, Peter F Pociot, Flemming Jensen, Lars J Gorodkin, Jan Nucleic Acids Res Computational Biology Animal models are crucial for advancing our knowledge about the molecular pathways involved in human diseases. However, it remains unclear to what extent tissue expression of pathways in healthy individuals is conserved between species. In addition, organism-specific information on pathways in animal models is often lacking. Within these limitations, we explore the possibilities that arise from publicly available data for the animal models mouse, rat, and pig. We approximate the animal pathways activity by integrating the human counterparts of curated pathways with tissue expression data from the models. Specifically, we compare whether the animal orthologs of the human genes are expressed in the same tissue. This is complicated by the lower coverage and worse quality of data in rat and pig as compared to mouse. Despite that, from 203 human KEGG pathways and the seven tissues with best experimental coverage, we identify 95 distinct pathways, for which the tissue expression in one animal model agrees better with human than the others. Our systematic pathway-tissue comparison between human and three animal modes points to specific similarities with human and to distinct differences among the animal models, thereby suggesting the most suitable organism for modeling a human pathway or tissue. Oxford University Press 2021-02-01 /pmc/articles/PMC7913694/ /pubmed/33524155 http://dx.doi.org/10.1093/nar/gkab012 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Computational Biology
Doncheva, Nadezhda T
Palasca, Oana
Yarani, Reza
Litman, Thomas
Anthon, Christian
Groenen, Martien A M
Stadler, Peter F
Pociot, Flemming
Jensen, Lars J
Gorodkin, Jan
Human pathways in animal models: possibilities and limitations
title Human pathways in animal models: possibilities and limitations
title_full Human pathways in animal models: possibilities and limitations
title_fullStr Human pathways in animal models: possibilities and limitations
title_full_unstemmed Human pathways in animal models: possibilities and limitations
title_short Human pathways in animal models: possibilities and limitations
title_sort human pathways in animal models: possibilities and limitations
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7913694/
https://www.ncbi.nlm.nih.gov/pubmed/33524155
http://dx.doi.org/10.1093/nar/gkab012
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