Human pathways in animal models: possibilities and limitations

Author:

Doncheva Nadezhda T123ORCID,Palasca Oana123,Yarani Reza4,Litman Thomas56,Anthon Christian12,Groenen Martien A M7,Stadler Peter F18910ORCID,Pociot Flemming1411,Jensen Lars J13,Gorodkin Jan12ORCID

Affiliation:

1. Center for non-coding RNA in Technology and Health, University of Copenhagen, 1871 Frederiksberg, Denmark

2. Department of Veterinary and Animal Sciences, University of Copenhagen, 1870 Frederiksberg, Denmark

3. Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, 2200 Copenhagen, Denmark

4. Translational Type 1 Diabetes Research, Steno Diabetes Center Copenhagen, 2820 Gentofte, Denmark

5. Department of Immunology and Microbiology, University of Copenhagen, 2200 Copenhagen, Denmark

6. Exploratory Biology, LEO Pharma A/S, 2750 Ballerup, Denmark

7. Animal Breeding and Genomics, Wageningen University & Research, 6700 Wageningen, The Netherlands

8. Bioinformatics Group, Department of Computer Science; Interdisciplinary Center for Bioinformatics; German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig; Competence Center for Scalable Data Services and Solutions Dresden-Leipzig; Leipzig Research Center for Civilization Diseases; and Centre for Biotechnology and Biomedicine, University of Leipzig, 04107 Leipzig, Germany  Max Planck Institute for Mathematics in the Sciences, 04103 Leipzig, Germany

9. Institute for Theoretical Chemistry, University of Vienna, 1090 Vienna, Austria

10. Facultad de Ciencias, Universidad Nacional de Colombia, Bogotá D.C., Colombia The Santa Fe Institute, 87501 Santa Fe, NM, USA

11. Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark

Abstract

Abstract 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.

Funder

Danish Council for Independent Research

Novo Nordisk Foundation

Publisher

Oxford University Press (OUP)

Subject

Genetics

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