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The spatial landscape of lung pathology during COVID-19 progression

Author

Listed:
  • André F. Rendeiro

    (Weill Cornell Medicine
    Weill Cornell Medicine)

  • Hiranmayi Ravichandran

    (Weill Cornell Medicine
    Weill Cornell Medicine
    Weill Cornell Medicine)

  • Yaron Bram

    (Weill Cornell Medicine)

  • Vasuretha Chandar

    (Weill Cornell Medicine)

  • Junbum Kim

    (Weill Cornell Medicine)

  • Cem Meydan

    (Weill Cornell Medicine
    Weill Cornell Medicine)

  • Jiwoon Park

    (Weill Cornell Medicine)

  • Jonathan Foox

    (Weill Cornell Medicine
    Weill Cornell Medicine)

  • Tyler Hether

    (NanoString Technologies, Inc)

  • Sarah Warren

    (NanoString Technologies, Inc)

  • Youngmi Kim

    (NanoString Technologies, Inc)

  • Jason Reeves

    (NanoString Technologies, Inc)

  • Steven Salvatore

    (Weill Cornell Medicine)

  • Christopher E. Mason

    (Weill Cornell Medicine
    Weill Cornell Medicine
    Weill Cornell Medicine
    New York Genome Center)

  • Eric C. Swanson

    (Fluidigm Inc., Markham)

  • Alain C. Borczuk

    (Weill Cornell Medicine)

  • Olivier Elemento

    (Weill Cornell Medicine
    Weill Cornell Medicine
    Weill Cornell Medicine
    Weill Cornell Medicine)

  • Robert E. Schwartz

    (Weill Cornell Medicine
    Weill Cornell Medicine)

Abstract

Recent studies have provided insights into the pathology of and immune response to COVID-191–8. However, a thorough investigation of the interplay between infected cells and the immune system at sites of infection has been lacking. Here we use high-parameter imaging mass cytometry9 that targets the expression of 36 proteins to investigate the cellular composition and spatial architecture of acute lung injury in humans (including injuries derived from SARS-CoV-2 infection) at single-cell resolution. These spatially resolved single-cell data unravel the disordered structure of the infected and injured lung, alongside the distribution of extensive immune infiltration. Neutrophil and macrophage infiltration are hallmarks of bacterial pneumonia and COVID-19, respectively. We provide evidence that SARS-CoV-2 infects predominantly alveolar epithelial cells and induces a localized hyperinflammatory cell state that is associated with lung damage. We leverage the temporal range of fatal outcomes of COVID-19 in relation to the onset of symptoms, which reveals increased macrophage extravasation and increased numbers of mesenchymal cells and fibroblasts concomitant with increased proximity between these cell types as the disease progresses—possibly as a result of attempts to repair the damaged lung tissue. Our data enable us to develop a biologically interpretable landscape of lung pathology from a structural, immunological and clinical standpoint. We use this landscape to characterize the pathophysiology of the human lung from its macroscopic presentation to the single-cell level, which provides an important basis for understanding COVID-19 and lung pathology in general.

Suggested Citation

  • André F. Rendeiro & Hiranmayi Ravichandran & Yaron Bram & Vasuretha Chandar & Junbum Kim & Cem Meydan & Jiwoon Park & Jonathan Foox & Tyler Hether & Sarah Warren & Youngmi Kim & Jason Reeves & Steven , 2021. "The spatial landscape of lung pathology during COVID-19 progression," Nature, Nature, vol. 593(7860), pages 564-569, May.
  • Handle: RePEc:nat:nature:v:593:y:2021:i:7860:d:10.1038_s41586-021-03475-6
    DOI: 10.1038/s41586-021-03475-6
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    Cited by:

    1. Jingyang Qian & Jie Liao & Ziqi Liu & Ying Chi & Yin Fang & Yanrong Zheng & Xin Shao & Bingqi Liu & Yongjin Cui & Wenbo Guo & Yining Hu & Hudong Bao & Penghui Yang & Qian Chen & Mingxiao Li & Bing Zha, 2023. "Reconstruction of the cell pseudo-space from single-cell RNA sequencing data with scSpace," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    2. Kentaro Ohara & André Figueiredo Rendeiro & Bhavneet Bhinder & Kenneth Wha Eng & Hiranmayi Ravichandran & Duy Nguyen & David Pisapia & Aram Vosoughi & Evan Fernandez & Kyrillus S. Shohdy & Jyothi Mano, 2024. "The evolution of metastatic upper tract urothelial carcinoma through genomic-transcriptomic and single-cell protein markers analysis," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    3. Tabea M. Eser & Olga Baranov & Manuel Huth & Mohammed I. M. Ahmed & Flora Deák & Kathrin Held & Luming Lin & Kami Pekayvaz & Alexander Leunig & Leo Nicolai & Georgios Pollakis & Marcus Buggert & David, 2023. "Nucleocapsid-specific T cell responses associate with control of SARS-CoV-2 in the upper airways before seroconversion," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    4. Tristram A. J. Ryan & Alexander Hooftman & Aisling M. Rehill & Matt D. Johansen & Eóin C. O’ Brien & Juliana E. Toller-Kawahisa & Mieszko M. Wilk & Emily A. Day & Hauke J. Weiss & Pourya Sarvari & Emi, 2023. "Dimethyl fumarate and 4-octyl itaconate are anticoagulants that suppress Tissue Factor in macrophages via inhibition of Type I Interferon," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    5. Candace C. Liu & Noah F. Greenwald & Alex Kong & Erin F. McCaffrey & Ke Xuan Leow & Dunja Mrdjen & Bryan J. Cannon & Josef Lorenz Rumberger & Sricharan Reddy Varra & Michael Angelo, 2023. "Robust phenotyping of highly multiplexed tissue imaging data using pixel-level clustering," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    6. Praveen Weeratunga & Laura Denney & Joshua A. Bull & Emmanouela Repapi & Martin Sergeant & Rachel Etherington & Chaitanya Vuppussetty & Gareth D. H. Turner & Colin Clelland & Jeongmin Woo & Amy Cross , 2023. "Single cell spatial analysis reveals inflammatory foci of immature neutrophil and CD8 T cells in COVID-19 lungs," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    7. Peng Lu & Karolyn A. Oetjen & Diane E. Bender & Marianna B. Ruzinova & Daniel A. C. Fisher & Kevin G. Shim & Russell K. Pachynski & W. Nathaniel Brennen & Stephen T. Oh & Daniel C. Link & Daniel L. J., 2023. "IMC-Denoise: a content aware denoising pipeline to enhance Imaging Mass Cytometry," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    8. Yingxin Lin & Yue Cao & Elijah Willie & Ellis Patrick & Jean Y. H. Yang, 2023. "Atlas-scale single-cell multi-sample multi-condition data integration using scMerge2," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    9. Ronja Mothes & Anna Pascual-Reguant & Ralf Koehler & Juliane Liebeskind & Alina Liebheit & Sandy Bauherr & Lars Philipsen & Carsten Dittmayer & Michael Laue & Regina Manitius & Sefer Elezkurtaj & Pawe, 2023. "Distinct tissue niches direct lung immunopathology via CCL18 and CCL21 in severe COVID-19," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    10. Ruofei Lin & Xiaoli Hu & Shijun Chen & Junpei Huang, 2022. "Sports Participation and Anti-Epidemic: Empirical Evidence on the Influence of Regular Physical Activity on the COVID-19 Pandemic in Mainland China," IJERPH, MDPI, vol. 19(17), pages 1-13, August.

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