1. Transcriptomic Cross‐Species Analysis of Chronic Liver Disease Reveals Consistent Regulation Between Humans and Mice
- Author
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Patricio Godoy, Sebastian Mueller, Stefan Hoehme, Cristina Cadenas, Reham Hassan, Jörg Reinders, Steven Dooley, Maiju Myllys, Rosemarie Marchan, Julio Saez-Rodriguez, Ahmed Ghallab, Thomas Longerich, Ute Hofmann, Abdel-latif Seddek, Ricardo O. Ramirez Flores, Christian H. Holland, Jan G. Hengstler, Karolina Edlund, Brigitte Begher-Tibbe, Christian Rupp, Christian Trautwein, and Verena Keitel
- Subjects
Cell type ,Period (gene) ,Down-Regulation ,CCL4 ,RC799-869 ,Biology ,Chronic liver disease ,Transcriptome ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Species Specificity ,medicine ,Animals ,Humans ,Gene ,030304 developmental biology ,0303 health sciences ,Hepatology ,Liver cell ,Gene Expression Profiling ,Liver Diseases ,Original Articles ,Diseases of the digestive system. Gastroenterology ,medicine.disease ,Molecular biology ,Up-Regulation ,Disease Models, Animal ,Chronic Disease ,030211 gastroenterology & hepatology ,Original Article ,Immunostaining - Abstract
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 CCl4 and by a Western diet, respectively. Genes consistently up‐regulated between the chronic CCl4 model and human CLDs were enriched in inflammatory and developmental processes, and mostly mapped to cholangiocytes, macrophages, and endothelial and mesenchymal cells. Down‐regulated genes were enriched in metabolic processes and mapped to hepatocytes. Immunostaining confirmed the regulation of selected genes and their cell type specificity. Genes that were up‐regulated in both acute and chronic models showed higher recall and precision with respect to human CLDs than exclusively acute or chronic genes. Conclusion: Similarly regulated genes in human and mouse CLDs were identified. Despite major interspecies differences, mouse models detected 40% of the genes significantly altered in human CLD. The translational relevance of individual genes can be assessed at https://saezlab.shinyapps.io/liverdiseaseatlas/., In the present study, we observed that – although major interspecies differences remain – improved mouse models show up to 40% of the gene expression changes seen in liver tissue of human NAFLD or NASH, which is much higher than previously reported. Moreover, we identified gene sets consistently regulated in human and mouse chronic liver disease. Based on single‐cell RNA‐sequencing data set we mapped liver cell types to those genes and validated them by immunostaining.
- Published
- 2021
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