Transcriptomic Cross-Species Analysis of Chronic Liver Disease Reveals Consistent Regulation Between Humans and Mice.


Journal

Hepatology communications
ISSN: 2471-254X
Titre abrégé: Hepatol Commun
Pays: United States
ID NLM: 101695860

Informations de publication

Date de publication:
01 2022
Historique:
revised: 07 07 2021
received: 03 05 2021
accepted: 09 07 2021
pubmed: 25 9 2021
medline: 5 3 2022
entrez: 24 9 2021
Statut: ppublish

Résumé

Mouse models are frequently used to study chronic liver diseases (CLDs). To assess their translational relevance, we quantified the similarity of commonly used mouse models to human CLDs based on transcriptome data. Gene-expression data from 372 patients were compared with data from acute and chronic mouse models consisting of 227 mice, and additionally to nine published gene sets of chronic mouse models. Genes consistently altered in humans and mice were mapped to liver cell types based on single-cell RNA-sequencing data and validated by immunostaining. Considering the top differentially expressed genes, the similarity between humans and mice varied among the mouse models and depended on the period of damage induction. The highest recall (0.4) and precision (0.33) were observed for the model with 12-months damage induction by CCl

Identifiants

pubmed: 34558834
doi: 10.1002/hep4.1797
pmc: PMC8710791
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

161-177

Subventions

Organisme : LiSyM
ID : 031L0045
Organisme : LiSyM
ID : 031L0049
Organisme : LiSyM
ID : 031L0052
Organisme : TransQST
ID : 116030
Organisme : EU-ToxRisk
ID : 681002

Informations de copyright

© 2021 The Authors. Hepatology Communications published by Wiley Periodicals LLC on behalf of American Association for the Study of Liver Diseases.

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Auteurs

Christian H Holland (CH)

Institute of Computational Biomedicine, Faculty of Medicine, Heidelberg University, Heidelberg, Germany.
Faculty of Biosciences, Heidelberg University, Heidelberg, Germany.
Joint Research Centre for Computational Biomedicine, Faculty of Medicine, RWTH Aachen University, Aachen, Germany.
Systems Toxicology, Leibniz Research Centre for Working Environment and Human Factors at the Technical University Dortmund, Dortmund, Germany.

Ricardo O Ramirez Flores (RO)

Institute of Computational Biomedicine, Faculty of Medicine, Heidelberg University, Heidelberg, Germany.
Faculty of Biosciences, Heidelberg University, Heidelberg, Germany.

Maiju Myllys (M)

Systems Toxicology, Leibniz Research Centre for Working Environment and Human Factors at the Technical University Dortmund, Dortmund, Germany.

Reham Hassan (R)

Systems Toxicology, Leibniz Research Centre for Working Environment and Human Factors at the Technical University Dortmund, Dortmund, Germany.
Department of Forensic Medicine and Toxicology, Faculty of Veterinary Medicine, South Valley University, Qena, Egypt.

Karolina Edlund (K)

Systems Toxicology, Leibniz Research Centre for Working Environment and Human Factors at the Technical University Dortmund, Dortmund, Germany.

Ute Hofmann (U)

Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany.

Rosemarie Marchan (R)

Systems Toxicology, Leibniz Research Centre for Working Environment and Human Factors at the Technical University Dortmund, Dortmund, Germany.

Cristina Cadenas (C)

Systems Toxicology, Leibniz Research Centre for Working Environment and Human Factors at the Technical University Dortmund, Dortmund, Germany.

Jörg Reinders (J)

Systems Toxicology, Leibniz Research Centre for Working Environment and Human Factors at the Technical University Dortmund, Dortmund, Germany.

Stefan Hoehme (S)

Institute for Computer Science & Saxonian Incubator for Clinical Research, University of Leipzig, Leipzig, Germany.

Abdel-Latif Seddek (AL)

Department of Forensic Medicine and Toxicology, Faculty of Veterinary Medicine, South Valley University, Qena, Egypt.

Steven Dooley (S)

Department of Medicine II, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.

Verena Keitel (V)

Clinic for Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty at Heinrich-Heine-University, Düsseldorf, Germany.

Patricio Godoy (P)

Systems Toxicology, Leibniz Research Centre for Working Environment and Human Factors at the Technical University Dortmund, Dortmund, Germany.

Brigitte Begher-Tibbe (B)

Systems Toxicology, Leibniz Research Centre for Working Environment and Human Factors at the Technical University Dortmund, Dortmund, Germany.

Christian Trautwein (C)

Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.

Christian Rupp (C)

Internal Medicine IV, University Hospital Heidelberg, Heidelberg, Germany.

Sebastian Mueller (S)

Salem Medical Center and Center for Alcohol Research, University of Heidelberg, Heidelberg, Germany.

Thomas Longerich (T)

Translational Gastrointestinal Pathology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.

Jan G Hengstler (JG)

Systems Toxicology, Leibniz Research Centre for Working Environment and Human Factors at the Technical University Dortmund, Dortmund, Germany.

Julio Saez-Rodriguez (J)

Institute of Computational Biomedicine, Faculty of Medicine, Heidelberg University, Heidelberg, Germany.
Joint Research Centre for Computational Biomedicine, Faculty of Medicine, RWTH Aachen University, Aachen, Germany.

Ahmed Ghallab (A)

Systems Toxicology, Leibniz Research Centre for Working Environment and Human Factors at the Technical University Dortmund, Dortmund, Germany.
Department of Forensic Medicine and Toxicology, Faculty of Veterinary Medicine, South Valley University, Qena, Egypt.

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