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Spatially resolved multiomics of human cardiac niches

Author

Listed:
  • Kazumasa Kanemaru

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • James Cranley

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Daniele Muraro

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Antonio M. A. Miranda

    (Imperial College London)

  • Siew Yen Ho

    (Royal Brompton Hospital and Imperial College London)

  • Anna Wilbrey-Clark

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Jan Patrick Pett

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Krzysztof Polanski

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Laura Richardson

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Monika Litvinukova

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton
    Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC))

  • Natsuhiko Kumasaka

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Yue Qin

    (Imperial College London)

  • Zuzanna Jablonska

    (Imperial College London)

  • Claudia I. Semprich

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Lukas Mach

    (Imperial College London
    Royal Brompton Hospital)

  • Monika Dabrowska

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Nathan Richoz

    (University of Cambridge, MRC Laboratory of Molecular Biology)

  • Liam Bolt

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Lira Mamanova

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Rakeshlal Kapuge

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Sam N. Barnett

    (Imperial College London)

  • Shani Perera

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Carlos Talavera-López

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton
    Würzburg Institute for Systems Immunology, Max Planck Research Group, Julius-Maximilian-Universität)

  • Ilaria Mulas

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Krishnaa T. Mahbubani

    (NIHR Cambridge Biomedical Centre)

  • Liz Tuck

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Lu Wang

    (Newcastle University)

  • Margaret M. Huang

    (NIHR Cambridge Biomedical Centre)

  • Martin Prete

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Sophie Pritchard

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • John Dark

    (Newcastle University)

  • Kourosh Saeb-Parsy

    (NIHR Cambridge Biomedical Centre)

  • Minal Patel

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton)

  • Menna R. Clatworthy

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton
    University of Cambridge, MRC Laboratory of Molecular Biology)

  • Norbert Hübner

    (Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC)
    Charité-Universitätsmedizin
    German Centre for Cardiovascular Research (DZHK), Partner Site Berlin)

  • Rasheda A. Chowdhury

    (Imperial College London)

  • Michela Noseda

    (Imperial College London)

  • Sarah A. Teichmann

    (Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton
    University of Cambridge)

Abstract

The function of a cell is defined by its intrinsic characteristics and its niche: the tissue microenvironment in which it dwells. Here we combine single-cell and spatial transcriptomics data to discover cellular niches within eight regions of the human heart. We map cells to microanatomical locations and integrate knowledge-based and unsupervised structural annotations. We also profile the cells of the human cardiac conduction system1. The results revealed their distinctive repertoire of ion channels, G-protein-coupled receptors (GPCRs) and regulatory networks, and implicated FOXP2 in the pacemaker phenotype. We show that the sinoatrial node is compartmentalized, with a core of pacemaker cells, fibroblasts and glial cells supporting glutamatergic signalling. Using a custom CellPhoneDB.org module, we identify trans-synaptic pacemaker cell interactions with glia. We introduce a druggable target prediction tool, drug2cell, which leverages single-cell profiles and drug–target interactions to provide 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 that may contribute to infection defence. Overall, we provide new clarity to cardiac electro-anatomy and immunology, and our suite of computational approaches can be applied to other tissues and organs.

Suggested Citation

  • Kazumasa Kanemaru & James Cranley & Daniele Muraro & Antonio M. A. Miranda & Siew Yen Ho & Anna Wilbrey-Clark & Jan Patrick Pett & Krzysztof Polanski & Laura Richardson & Monika Litvinukova & Natsuhik, 2023. "Spatially resolved multiomics of human cardiac niches," Nature, Nature, vol. 619(7971), pages 801-810, July.
  • Handle: RePEc:nat:nature:v:619:y:2023:i:7971:d:10.1038_s41586-023-06311-1
    DOI: 10.1038/s41586-023-06311-1
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    Cited by:

    1. Yena Oh & Rimshah Abid & Saif Dababneh & Marwan Bakr & Termeh Aslani & David P. Cook & Barbara C. Vanderhyden & Jin G. Park & Nikhil V. Munshi & Chi-Chung Hui & Kyoung-Han Kim, 2024. "Transcriptional regulation of the postnatal cardiac conduction system heterogeneity," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    2. Yu-Lan Ma & Chun-Yan Kong & Zhen Guo & Ming-Yu Wang & Pan Wang & Fang-Yuan Liu & Dan Yang & Zheng Yang & Qi-Zhu Tang, 2024. "Semaglutide ameliorates cardiac remodeling in male mice by optimizing energy substrate utilization through the Creb5/NR4a1 axis," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    3. Ajita Shree & Musale Krushna Pavan & Hamim Zafar, 2023. "scDREAMER for atlas-level integration of single-cell datasets using deep generative model paired with adversarial classifier," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    4. Satoya Yoshida & Tatsuya Yoshida & Kohei Inukai & Katsuhiro Kato & Yoshimitsu Yura & Tomoki Hattori & Atsushi Enomoto & Koji Ohashi & Takahiro Okumura & Noriyuki Ouchi & Haruya Kawase & Nina Wettschur, 2024. "Protein kinase N promotes cardiac fibrosis in heart failure by fibroblast-to-myofibroblast conversion," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    5. Quinn T. Easter & Bruno Fernandes Matuck & Germán Beldorati Stark & Catherine L. Worth & Alexander V. Predeus & Brayon Fremin & Khoa Huynh & Vaishnavi Ranganathan & Zhi Ren & Diana Pereira & Brittany , 2024. "Single-cell and spatially resolved interactomics of tooth-associated keratinocytes in periodontitis," Nature Communications, Nature, vol. 15(1), pages 1-23, December.

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