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Spatially resolved multiomics of human cardiac niches

View ORCID ProfileKazumasa Kanemaru, View ORCID ProfileJames Cranley, Daniele Muraro, View ORCID ProfileAntonio M.A. Miranda, View ORCID ProfileJan Patrick Pett, View ORCID ProfileMonika Litvinukova, View ORCID ProfileNatsuhiko Kumasaka, View ORCID ProfileSiew Yen Ho, Krzysztof Polanski, Laura Richardson, View ORCID ProfileLukas Mach, Monika Dabrowska, Nathan Richoz, View ORCID ProfileSam N. Barnett, Shani Perera, Anna Wilbrey-Clark, View ORCID ProfileCarlos Talavera-López, Ilaria Mulas, Krishnaa T. Mahbubani, View ORCID ProfileLiam Bolt, Lira Mamanova, View ORCID ProfileLiz Tuck, View ORCID ProfileLu Wang, View ORCID ProfileMargaret M. Huang, Martin Prete, Sophie Pritchard, View ORCID ProfileJohn Dark, View ORCID ProfileKourosh Saeb-Parsy, Minal Patel, Menna R. Clatworthy, Rasheda A. Chowdhury, View ORCID ProfileMichela Noseda, View ORCID ProfileSarah A. Teichmann
doi: https://doi.org/10.1101/2023.01.30.526202
Kazumasa Kanemaru
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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  • ORCID record for Kazumasa Kanemaru
James Cranley
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Daniele Muraro
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Antonio M.A. Miranda
2National Heart and Lung Institute, Imperial College London, London, UK
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Jan Patrick Pett
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Monika Litvinukova
3Helmholtz Pioneer Campus, Helmholtz Munich, Germany
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Natsuhiko Kumasaka
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Siew Yen Ho
4Cardiac Morphology Unit, Royal Brompton Hospital and Imperial College London, UK
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Krzysztof Polanski
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Laura Richardson
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Lukas Mach
2National Heart and Lung Institute, Imperial College London, London, UK
5Royal Brompton Hospital, London, UK
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Monika Dabrowska
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Nathan Richoz
6Molecular Immunity Unit, Department of Medicine, University of Cambridge, MRC Laboratory of Molecular Biology
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Sam N. Barnett
2National Heart and Lung Institute, Imperial College London, London, UK
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Shani Perera
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Anna Wilbrey-Clark
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Carlos Talavera-López
7Computational Health Centre, Helmholtz Munich, Germany
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Ilaria Mulas
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Krishnaa T. Mahbubani
8Department of Surgery, University of Cambridge, and Cambridge Biorepository for Translational Medicine, NIHR Cambridge Biomedical Centre, Cambridge, UK
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Liam Bolt
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Lira Mamanova
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Liz Tuck
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Lu Wang
9Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
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Margaret M. Huang
8Department of Surgery, University of Cambridge, and Cambridge Biorepository for Translational Medicine, NIHR Cambridge Biomedical Centre, Cambridge, UK
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Martin Prete
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Sophie Pritchard
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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John Dark
9Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
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Kourosh Saeb-Parsy
8Department of Surgery, University of Cambridge, and Cambridge Biorepository for Translational Medicine, NIHR Cambridge Biomedical Centre, Cambridge, UK
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Minal Patel
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
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Menna R. Clatworthy
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
6Molecular Immunity Unit, Department of Medicine, University of Cambridge, MRC Laboratory of Molecular Biology
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Rasheda A. Chowdhury
2National Heart and Lung Institute, Imperial College London, London, UK
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Michela Noseda
2National Heart and Lung Institute, Imperial College London, London, UK
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  • For correspondence: m.noseda@imperial.ac.uk st9@sanger.ac.uk
Sarah A. Teichmann
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
10Department of Physics, Cavendish Laboratory, University of Cambridge, JJ Thomson Ave, Cambridge CB3 0HE, UK
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  • For correspondence: m.noseda@imperial.ac.uk st9@sanger.ac.uk
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Abstract

A cell’s function is defined by its intrinsic characteristics and its niche: the tissue microenvironment in which it dwells. Here, we combine single-cell and spatial transcriptomic data to discover cellular niches within eight regions of the human heart. We map cells to micro-anatomic locations and integrate knowledge-based and unsupervised structural annotations. For the first time, we profile the cells of the human cardiac conduction system, revealing their distinctive repertoire of ion channels, G-protein coupled receptors, and cell interactions using a custom CellPhoneDB.org module. We show that the sinoatrial node is compartmentalised, with a core of pacemaker cells, fibroblasts and glial cells supporting paracrine glutamatergic signalling. We introduce a druggable target prediction tool, drug2cell, which leverages single-cell profiles and drug-target interactions, providing unexpected mechanistic insights into the chronotropic effects of drugs, including GLP-1 analogues. In the epicardium, we show enrichment of both IgG+ and IgA+ plasma cells forming immune niches which may contribute to infection defence. We define a ventricular myocardial-stress niche enriched for activated fibroblasts and stressed cardiomyocytes, cell states that are expanded in cardiomyopathies. Overall, we provide new clarity to cardiac electro-anatomy and immunology, and our suite of computational approaches can be deployed to other tissues and organs.

Competing Interest Statement

In the past three years, S.A.T. has consulted or been a member of scientific advisory boards at Roche, Genentech, Biogen, GlaxoSmithKline, Qiagen and ForeSite Labs and is an equity holder of Transition Bio. The remaining authors declare no competing interests.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted February 01, 2023.
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Spatially resolved multiomics of human cardiac niches
Kazumasa Kanemaru, James Cranley, Daniele Muraro, Antonio M.A. Miranda, Jan Patrick Pett, Monika Litvinukova, Natsuhiko Kumasaka, Siew Yen Ho, Krzysztof Polanski, Laura Richardson, Lukas Mach, Monika Dabrowska, Nathan Richoz, Sam N. Barnett, Shani Perera, Anna Wilbrey-Clark, Carlos Talavera-López, Ilaria Mulas, Krishnaa T. Mahbubani, Liam Bolt, Lira Mamanova, Liz Tuck, Lu Wang, Margaret M. Huang, Martin Prete, Sophie Pritchard, John Dark, Kourosh Saeb-Parsy, Minal Patel, Menna R. Clatworthy, Rasheda A. Chowdhury, Michela Noseda, Sarah A. Teichmann
bioRxiv 2023.01.30.526202; doi: https://doi.org/10.1101/2023.01.30.526202
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Spatially resolved multiomics of human cardiac niches
Kazumasa Kanemaru, James Cranley, Daniele Muraro, Antonio M.A. Miranda, Jan Patrick Pett, Monika Litvinukova, Natsuhiko Kumasaka, Siew Yen Ho, Krzysztof Polanski, Laura Richardson, Lukas Mach, Monika Dabrowska, Nathan Richoz, Sam N. Barnett, Shani Perera, Anna Wilbrey-Clark, Carlos Talavera-López, Ilaria Mulas, Krishnaa T. Mahbubani, Liam Bolt, Lira Mamanova, Liz Tuck, Lu Wang, Margaret M. Huang, Martin Prete, Sophie Pritchard, John Dark, Kourosh Saeb-Parsy, Minal Patel, Menna R. Clatworthy, Rasheda A. Chowdhury, Michela Noseda, Sarah A. Teichmann
bioRxiv 2023.01.30.526202; doi: https://doi.org/10.1101/2023.01.30.526202

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