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Pouyabahar D, Chung SW, Pezzutti OI, Perciani CT, Wang X, Ma XZ, Jiang C, Camat D, Chung T, Sekhon M, Manuel J, Chen XC, McGilvray ID, MacParland SA, Bader GD. A rat liver cell atlas reveals intrahepatic myeloid heterogeneity. iScience 2023; 26:108213. [PMID: 38026201 PMCID: PMC10651689 DOI: 10.1016/j.isci.2023.108213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 08/20/2023] [Accepted: 10/11/2023] [Indexed: 12/01/2023] Open
Abstract
The large size and vascular accessibility of the laboratory rat (Rattus norvegicus) make it an ideal hepatic animal model for diseases that require surgical manipulation. Often, the disease susceptibility and outcomes of inflammatory pathologies vary significantly between strains. This study uses single-cell transcriptomics to better understand the complex cellular network of the rat liver, as well as to unravel the cellular and molecular sources of inter-strain hepatic variation. We generated single-cell and single-nucleus transcriptomic maps of the livers of healthy Dark Agouti and Lewis rat strains and developed a factor analysis-based bioinformatics analysis pipeline to study data covariates, such as strain and batch. Using this approach, we discovered transcriptomic variation within the hepatocyte and myeloid populations that underlie distinct cell states between rat strains. This finding will help provide a reference for future investigations on strain-dependent outcomes of surgical experiment models.
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Affiliation(s)
- Delaram Pouyabahar
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
- The Donnelly Centre, University of Toronto, Toronto, ON, Canada
| | - Sai W. Chung
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
- Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Olivia I. Pezzutti
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
| | - Catia T. Perciani
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
| | - Xinle Wang
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
| | - Xue-Zhong Ma
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
| | - Chao Jiang
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
| | - Damra Camat
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
- Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Trevor Chung
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
| | - Manmeet Sekhon
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Justin Manuel
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
| | - Xu-Chun Chen
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
| | - Ian D. McGilvray
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
| | - Sonya A. MacParland
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
- Department of Immunology, University of Toronto, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Gary D. Bader
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
- The Donnelly Centre, University of Toronto, Toronto, ON, Canada
- Department of Computer Science, University of Toronto, Toronto, ON, Canada
- Lunenfeld-Tanenbaum Research Institute, Toronto, ON, Canada
- Princess Margaret Research Institute, University Health Network, Toronto, ON, Canada
- The Multiscale Human Program, Canadian Institute for Advanced Research, Toronto, ON, Canada
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Wang X, MacParland SA, Perciani CT. Immunological Determinants of Liver Transplant Outcomes Uncovered by the Rat Model. Transplantation 2021; 105:1944-1956. [PMID: 33417410 PMCID: PMC8376267 DOI: 10.1097/tp.0000000000003598] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 11/12/2020] [Accepted: 11/14/2020] [Indexed: 02/07/2023]
Abstract
For many individuals with end-stage liver disease, the only treatment option is liver transplantation. However, liver transplant rejection is observed in 24%-80% of transplant patients and lifelong drug regimens that follow the transplant procedure lead to serious side effects. Furthermore, the pool of donor livers available for transplantation is far less than the demand. Well-characterized and physiologically relevant models of liver transplantation are crucial to a deeper understanding of the cellular processes governing the outcomes of liver transplantation and serve as a platform for testing new therapeutic strategies to enhance graft acceptance. Such a model has been found in the rat transplant model, which has an advantageous size for surgical procedures, similar postoperative immunological progression, and high genome match to the human liver. From rat liver transplant studies published in the last 5 years, it is clear that the rat model serves as a strong platform to elucidate transplant immunological mechanisms. Using the model, we have begun to uncover potential players and possible therapeutic targets to restore liver tolerance and preserve host immunocompetence. Here, we present an overview of recent literature for rat liver transplant models, with an aim to highlight the value of the models and to provide future perspectives on how these models could be further characterized to enhance the overall value of rat models to the field of liver transplantation.
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Affiliation(s)
- Xinle Wang
- Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Sonya A MacParland
- Department of Immunology, University of Toronto, Toronto, ON, Canada
- Ajmera Family Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Catia T Perciani
- Ajmera Family Transplant Centre, Toronto General Hospital Research Institute, Toronto, ON, Canada
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