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Nachshon A, Abu-Toamih Atamni HJ, Steuerman Y, Sheikh-Hamed R, Dorman A, Mott R, Dohm JC, Lehrach H, Sultan M, Shamir R, Sauer S, Himmelbauer H, Iraqi FA, Gat-Viks I. Dissecting the Effect of Genetic Variation on the Hepatic Expression of Drug Disposition Genes across the Collaborative Cross Mouse Strains. Front Genet 2016; 7:172. [PMID: 27761138 PMCID: PMC5050206 DOI: 10.3389/fgene.2016.00172] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 09/09/2016] [Indexed: 12/26/2022] Open
Abstract
A central challenge in pharmaceutical research is to investigate genetic variation in response to drugs. The Collaborative Cross (CC) mouse reference population is a promising model for pharmacogenomic studies because of its large amount of genetic variation, genetic reproducibility, and dense recombination sites. While the CC lines are phenotypically diverse, their genetic diversity in drug disposition processes, such as detoxification reactions, is still largely uncharacterized. Here we systematically measured RNA-sequencing expression profiles from livers of 29 CC lines under baseline conditions. We then leveraged a reference collection of metabolic biotransformation pathways to map potential relations between drugs and their underlying expression quantitative trait loci (eQTLs). By applying this approach on proximal eQTLs, including eQTLs acting on the overall expression of genes and on the expression of particular transcript isoforms, we were able to construct the organization of hepatic eQTL-drug connectivity across the CC population. The analysis revealed a substantial impact of genetic variation acting on drug biotransformation, allowed mapping of potential joint genetic effects in the context of individual drugs, and demonstrated crosstalk between drug metabolism and lipid metabolism. Our findings provide a resource for investigating drug disposition in the CC strains, and offer a new paradigm for integrating biotransformation reactions to corresponding variations in DNA sequences.
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Affiliation(s)
- Aharon Nachshon
- Department of Cell Research and Immunology, Faculty of Life Sciences, Tel-Aviv University Tel-Aviv, Israel
| | - Hanifa J Abu-Toamih Atamni
- Department of Clinical Microbiology and Immunology, Sackler Faculty of Medicine, Tel- Aviv University Tel-Aviv, Israel
| | - Yael Steuerman
- Department of Cell Research and Immunology, Faculty of Life Sciences, Tel-Aviv University Tel-Aviv, Israel
| | - Roa'a Sheikh-Hamed
- Department of Clinical Microbiology and Immunology, Sackler Faculty of Medicine, Tel- Aviv University Tel-Aviv, Israel
| | - Alexandra Dorman
- Department of Clinical Microbiology and Immunology, Sackler Faculty of Medicine, Tel- Aviv University Tel-Aviv, Israel
| | - Richard Mott
- Genetics Institute, University College of London London, UK
| | - Juliane C Dohm
- Genomics Unit, Center for Genomic RegulationBarcelona, Spain; Universitat Pompeu FabraBarcelona, Spain; Department of Biotechnology, University of Natural Resources and Life Sciences Vienna (BOKU)Vienna, Austria
| | - Hans Lehrach
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics Berlin, Germany
| | - Marc Sultan
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics Berlin, Germany
| | - Ron Shamir
- The Blavatnik School of Computer Science, Tel Aviv University Tel Aviv, Israel
| | - Sascha Sauer
- Department of Vertebrate Genomics, Max Planck Institute for Molecular GeneticsBerlin, Germany; CU Systems Medicine, University of WürzburgWürzburg, Germany
| | - Heinz Himmelbauer
- Genomics Unit, Center for Genomic RegulationBarcelona, Spain; Universitat Pompeu FabraBarcelona, Spain; Department of Biotechnology, University of Natural Resources and Life Sciences Vienna (BOKU)Vienna, Austria
| | - Fuad A Iraqi
- Department of Clinical Microbiology and Immunology, Sackler Faculty of Medicine, Tel- Aviv University Tel-Aviv, Israel
| | - Irit Gat-Viks
- Department of Cell Research and Immunology, Faculty of Life Sciences, Tel-Aviv University Tel-Aviv, Israel
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