Literature DB >> 33524155

Human pathways in animal models: possibilities and limitations.

Nadezhda T Doncheva1,2,3, Oana Palasca1,2,3, Reza Yarani4, Thomas Litman5,6, Christian Anthon1,2, Martien A M Groenen7, Peter F Stadler1,8,9,10,11,12, Flemming Pociot1,4,13, Lars J Jensen1,3, Jan Gorodkin1,2.   

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.
© The Author(s) 2021. Published by Oxford University Press on behalf of Nucleic Acids Research.

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Year:  2021        PMID: 33524155      PMCID: PMC7913694          DOI: 10.1093/nar/gkab012

Source DB:  PubMed          Journal:  Nucleic Acids Res        ISSN: 0305-1048            Impact factor:   16.971


  36 in total

1.  Functional Annotation of Animal Genomes (FAANG): Current Achievements and Roadmap.

Authors:  Elisabetta Giuffra; Christopher K Tuggle
Journal:  Annu Rev Anim Biosci       Date:  2018-11-14       Impact factor: 8.923

Review 2.  Xenobiotic metabolizing cytochrome P450 in pig, a promising animal model.

Authors:  Emanuela Puccinelli; Pier Giovanni Gervasi; Vincenzo Longo
Journal:  Curr Drug Metab       Date:  2011-07       Impact factor: 3.731

Review 3.  Genetics of diabetes--are we missing the genes or the disease?

Authors:  Leif Groop; Flemming Pociot
Journal:  Mol Cell Endocrinol       Date:  2013-04-13       Impact factor: 4.102

Review 4.  Comparison of cytochrome P450 (CYP) genes from the mouse and human genomes, including nomenclature recommendations for genes, pseudogenes and alternative-splice variants.

Authors:  David R Nelson; Darryl C Zeldin; Susan M G Hoffman; Lois J Maltais; Hester M Wain; Daniel W Nebert
Journal:  Pharmacogenetics       Date:  2004-01

5.  MINT, the molecular interaction database: 2012 update.

Authors:  Luana Licata; Leonardo Briganti; Daniele Peluso; Livia Perfetto; Marta Iannuccelli; Eugenia Galeota; Francesca Sacco; Anita Palma; Aurelio Pio Nardozza; Elena Santonico; Luisa Castagnoli; Gianni Cesareni
Journal:  Nucleic Acids Res       Date:  2011-11-16       Impact factor: 16.971

6.  The Reactome Pathway Knowledgebase.

Authors:  Antonio Fabregat; Steven Jupe; Lisa Matthews; Konstantinos Sidiropoulos; Marc Gillespie; Phani Garapati; Robin Haw; Bijay Jassal; Florian Korninger; Bruce May; Marija Milacic; Corina Duenas Roca; Karen Rothfels; Cristoffer Sevilla; Veronica Shamovsky; Solomon Shorser; Thawfeek Varusai; Guilherme Viteri; Joel Weiser; Guanming Wu; Lincoln Stein; Henning Hermjakob; Peter D'Eustachio
Journal:  Nucleic Acids Res       Date:  2018-01-04       Impact factor: 16.971

7.  Mouse Genome Database (MGD) 2019.

Authors:  Carol J Bult; Judith A Blake; Cynthia L Smith; James A Kadin; Joel E Richardson
Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 16.971

8.  BioGPS: an extensible and customizable portal for querying and organizing gene annotation resources.

Authors:  Chunlei Wu; Camilo Orozco; Jason Boyer; Marc Leglise; James Goodale; Serge Batalov; Christopher L Hodge; James Haase; Jeff Janes; Jon W Huss; Andrew I Su
Journal:  Genome Biol       Date:  2009-11-17       Impact factor: 13.583

9.  Standardized benchmarking in the quest for orthologs.

Authors:  Adrian M Altenhoff; Brigitte Boeckmann; Salvador Capella-Gutierrez; Daniel A Dalquen; Todd DeLuca; Kristoffer Forslund; Jaime Huerta-Cepas; Benjamin Linard; Cécile Pereira; Leszek P Pryszcz; Fabian Schreiber; Alan Sousa da Silva; Damian Szklarczyk; Clément-Marie Train; Peer Bork; Odile Lecompte; Christian von Mering; Ioannis Xenarios; Kimmen Sjölander; Lars Juhl Jensen; Maria J Martin; Matthieu Muffato; Toni Gabaldón; Suzanna E Lewis; Paul D Thomas; Erik Sonnhammer; Christophe Dessimoz
Journal:  Nat Methods       Date:  2016-04-04       Impact factor: 28.547

10.  Ensembl 2018.

Authors:  Daniel R Zerbino; Premanand Achuthan; Wasiu Akanni; M Ridwan Amode; Daniel Barrell; Jyothish Bhai; Konstantinos Billis; Carla Cummins; Astrid Gall; Carlos García Girón; Laurent Gil; Leo Gordon; Leanne Haggerty; Erin Haskell; Thibaut Hourlier; Osagie G Izuogu; Sophie H Janacek; Thomas Juettemann; Jimmy Kiang To; Matthew R Laird; Ilias Lavidas; Zhicheng Liu; Jane E Loveland; Thomas Maurel; William McLaren; Benjamin Moore; Jonathan Mudge; Daniel N Murphy; Victoria Newman; Michael Nuhn; Denye Ogeh; Chuang Kee Ong; Anne Parker; Mateus Patricio; Harpreet Singh Riat; Helen Schuilenburg; Dan Sheppard; Helen Sparrow; Kieron Taylor; Anja Thormann; Alessandro Vullo; Brandon Walts; Amonida Zadissa; Adam Frankish; Sarah E Hunt; Myrto Kostadima; Nicholas Langridge; Fergal J Martin; Matthieu Muffato; Emily Perry; Magali Ruffier; Dan M Staines; Stephen J Trevanion; Bronwen L Aken; Fiona Cunningham; Andrew Yates; Paul Flicek
Journal:  Nucleic Acids Res       Date:  2018-01-04       Impact factor: 16.971

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  3 in total

1.  Human Tissue-Engineered Skeletal Muscle: A Tool for Metabolic Research.

Authors:  Ji-Hoon Kim; Seung-Min Yu; Jang Won Son
Journal:  Endocrinol Metab (Seoul)       Date:  2022-06-29

2.  STonKGs: A Sophisticated Transformer Trained on Biomedical Text and Knowledge Graphs.

Authors:  Helena Balabin; Charles Tapley Hoyt; Colin Birkenbihl; Benjamin M Gyori; John Bachman; Alpha Tom Kodamullil; Paul G Plöger; Martin Hofmann-Apitius; Daniel Domingo-Fernández
Journal:  Bioinformatics       Date:  2022-01-05       Impact factor: 6.937

3.  Construction of Interferon-Gamma-Related Gene Signature to Characterize the Immune-Inflamed Phenotype of Glioblastoma and Predict Prognosis, Efficacy of Immunotherapy and Radiotherapy.

Authors:  Hang Ji; Yixu Ba; Shuai Ma; Kuiyuan Hou; Shan Mi; Xin Gao; Jiaqi Jin; Qin Gong; Ting Liu; Fang Wang; Zhihui Liu; Shupeng Li; Jianyang Du; Shaoshan Hu
Journal:  Front Immunol       Date:  2021-09-10       Impact factor: 7.561

  3 in total

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