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Multi-omic spatial profiling reveals the unique SARS-CoV-2 lung microenvironment and collagen VI as a predictive biomarker in severe COVID-19

  • Éanna Fennell
  • , Graham S. Taylor
  • , Ciara I. Leahy
  • , Aisling M. Ross
  • , Gary Reynolds
  • , Tracey Perry
  • , Esther Youd
  • , Jacob Skidmore
  • , Radwan Ramzi Radwan Darwish
  • , Kelly J. Hunter
  • , Benjamin E. Willcox
  • , Philip Jermann
  • , Chowdhury Arif Jahangir
  • , Arman Rahman
  • , William M. Gallagher
  • , Nadezhda Nikulina
  • , Bassem Ben Cheikh
  • , Oliver Braubach
  • , Aaron T. Mayer
  • , Lawrence S. Young
  • Dimitris Grammatopoulos, Sian Faustini, Alex Richter, Alexander C. Dowell, Tonny Venith, Onn S. Thein, Dhruv Parekh, Kylie B.R. Belchamber, David R. Thickett, Aaron Scott, Richard Attanoos, Lucia Mundo, Stefano Lazzi, Lorenzo Leoncini, Gareth Leopold, Neil Steven, Jannie Marie Bülow Sand, Morten A. Karsdal, Diana Julie Leeming, Stefan Dojcinov, Aedin Culhane, Paul G. Murray, Matthew R. Pugh
  • University of Birmingham
  • University of Glasgow
  • University of Limerick
  • University of Bahrain
  • University of Basel
  • University College Dublin
  • Justus Liebig University Giessen
  • Akoya Biosciences
  • Bruker Spatial Biology
  • Enable Medicine
  • University of Warwick
  • University Hospitals Birmingham NHS Foundation Trust
  • University Hospital of Wales
  • University of Siena
  • Swansea Bay University Health Board
  • Nordic Bioscience AS
  • Dana-Farber Cancer Institute
  • Harvard University

Research output: Contribution to journalArticlepeer-review

Abstract

Background While coronavirus disease 2019 (COVID-19) is primarily a respiratory infection, few studies have characterised the immune response to COVID-19 in lung tissue. We sought to understand the pathogenic role of microenvironmental interactions and the extracellular matrix in post-mortem COVID-19 lung using an integrative multi-omic approach. Methods Post-mortem formalin-fixed paraffin-embedded lung tissue from fatal COVID-19 and nonrespiratory death control lung underwent multi-omic evaluation by Quantseq Bulk RNA sequencing, Nanostring GeoMx spatial transcriptomics, RNAscope, multiplex immunofluorescence and immunohistochemistry, to evaluate virus distribution, immune composition and the extracellular matrix. Markers of extracellular synthesis and breakdown were measured in the serum of 215 patients with COVID-19 and 54 healthy volunteer controls using ELISA. Results We found that severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection was restricted to the pneumocytes and macrophages of early-stage disease. Spatial analyses revealed an immunosuppressive virus microenvironment, enriched for PDL1+IDO1+ macrophages and depleted of T-cells. Oligoclonal T-cells in COVID-19 lung showed no enrichment of SARS-CoV-2 specific T-cell receptors. Collagen VI was upregulated and contributed to alveolar wall thickening and impaired gas exchange in COVID-19 lung. Serum from COVID-19 patients showed increased levels of PRO-C6, a marker of collagen VI synthesis, predicted mortality in hospitalised patients. Conclusions Our data refine the current model of respiratory COVID-19 with regard to virus distribution, immune niches and the role of the noncellular microenvironment in pathogenesis and risk stratification in COVID-19. We show that collagen deposition is an early event in the course of the disease.

Original languageEnglish
Article number2301699
Number of pages16
JournalEuropean Respiratory Journal
Volume66
Issue number3
DOIs
Publication statusPublished - Sept 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

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