Cross-species single-cell RNA sequencing reveals divergent phenotypes and activation states of adaptive immunity in human carotid and experimental murine atherosclerosis

Author:

Horstmann Hauke123,Michel Nathaly Anto4,Sheng Xia12,Hansen Sophie12,Lindau Alexandra12,Pfeil Katharina3,Fernández Marbely C25,Marchini Timoteo12,Winkels Holger6ORCID,Mitre Lucia Sol127,Abogunloko Tijani127,Li Xiaowei12,Mwinyella Timothy Bon-Nawul12,Gissler Mark Colin12,Bugger Heiko24,Heidt Timo12,Buscher Konrad8,Hilgendorf Ingo12ORCID,Stachon Peter12,Piepenburg Sven12,Verheyen Nicolas4ORCID,Rathner Thomas4,Gerhardt Teresa91011ORCID,Siegel Patrick Malcolm12,Oswald Wolfgang Kurt12,Cohnert Tina12,Zernecke Alma13,Madl Josef25,Kohl Peter25,Foks Amanda C14,von zur Muehlen Constantin12,Westermann Dirk12ORCID,Zirlik Andreas4ORCID,Wolf Dennis12

Affiliation:

1. Department of Cardiology and Angiology I, Medical Center, University of Freiburg , 79106 Freiburg , Germany

2. Faculty of Medicine, University of Freiburg , 79106 Freiburg , Germany

3. Division of Cardiology, Department of Medicine, NYU Cardiovascular Research Center, NYU Grossmann School of Medicine , 10016 New York, NY , USA

4. Department of Cardiology, University Heart Center Graz, Medical University of Graz , 8036 Graz , Austria

5. Institute for Experimental Cardiovascular Medicine, Heart Centre, University of Freiburg , 79106 Freiburg , Germany

6. Department of Cardiology, Faculty of Medicine and University Hospital Cologne, University of Cologne , 50923 Cologne , Germany

7. Spemann Graduate School of Biology and Medicine (SGBM), University of Freiburg, 79106 Freiburg , Germany

8. Division of General Internal Medicine, Nephrology and Rheumatology, Department of Medicine, University Hospital of Münster , 48149 Münster , Germany

9. Department of Cardiology, Angiology and Intensive Care Medicine CBF, Deutsches Herzzentrum der Charité, and Berlin Institute of Health (BIH) , 13353 Berlin , Germany

10. DZHK (German Centre for Cardiovascular Research), partner site   Berlin , 13353 Berlin , Germany

11. Cardiovascular Research Institute and the Department of Medicine, Cardiology, Icahn School of Medicine at Mount Sinai , 10029 New York, NY, USA

12. Department of Vascular Surgery, Medical University of Graz , 8036 Graz , Austria

13. Institute of Experimental Biomedicine, University Hospital Würzburg , 97080 Würzburg , Germany

14. Leiden Academic Centre for Drug Research, Division of BioTherapeutics, Leiden University , 2333 CC Leiden , The Netherlands

Abstract

Abstract Aims The distinct functions of immune cells in atherosclerosis have been mostly defined by pre-clinical mouse studies. Contrastingly, the immune cell composition of human atherosclerotic plaques and their contribution to disease progression are only poorly understood. It remains uncertain whether genetic animal models allow for valuable translational approaches. Methods and results Single-cell RNA-sequencing (scRNA-seq) was performed to define the immune cell landscape in human carotid atherosclerotic plaques. The human immune cell repertoire demonstrated an unexpectedly high heterogeneity and was dominated by cells of the T-cell lineage, a finding confirmed by immunohistochemistry. Bioinformatical integration with 7 mouse scRNA-seq data sets from adventitial and atherosclerotic vascular tissue revealed a total of 51 identities of cell types and differentiation states, of which some were only poorly conserved between species and exclusively found in humans. Locations, frequencies, and transcriptional programmes of immune cells in mouse models did not resemble the immune cell landscape in human carotid atherosclerosis. In contrast to standard mouse models of atherosclerosis, human plaque leucocytes were dominated by several T-cell phenotypes with transcriptional hallmarks of T-cell activation and memory formation, T-cell receptor, and pro-inflammatory signalling. Only mice at the age of 22 months partially resembled the activated T-cell phenotype. In a validation cohort of 43 patients undergoing carotid endarterectomy, the abundance of activated immune cell subsets in the plaque defined by multi-colour flow cytometry associated with the extent of clinical atherosclerosis. Conclusion Integrative scRNA-seq reveals a substantial difference in the immune cell composition of murine and human carotid atherosclerosis—a finding that questions the translational value of standard mouse models for adaptive immune cell studies. Clinical associations suggest a specific role for T-cell driven (auto-)immunity in human plaque formation and instability.

Funder

German Research Foundation

European Research Council

University of Freiburg

Publisher

Oxford University Press (OUP)

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