Spatial transcriptomics unveils the in situ cellular and molecular hallmarks of the lung in fatal COVID-19
Severe Coronavirus disease 2019 (COVID-19) can induce progressive diffuse alveolar damage (DAD) leading to fatal outcomes. Here, we leveraged data from Visium spatial transcriptomics for COVID-19 and control lung samples to unravel insights into cellular and molecular events driving lethal COVID-19. We report a progressive loss of endothelial cell types, pneumocytes type I and natural killer cells coupled with a continuous increase of myeloid and stromal cells, mostly peribronchial fibroblasts, across acute and proliferative DAD. Spatial organization analysis also identified specific compartmentalization including immune-specific clusters across DAD patterns. Importantly, spatially informed ligand-receptor interaction analysis revealed intercellular communication signatures defining COVID-19 induced DAD. Transcription factor activity enrichment analysis identified the TGF-β pathway as DAD driver, highlighting the antagonizing roles of SMAD3 and SMAD7 activity during fibrosis. Integration of these data yielded a signaling kinase pathway in peribronchial fibroblasts with amenable novel targets. Finally, spatio-temporal trajectory analysis characterized an alveolar epithelium regeneration program. Here, Garcia-Prieto et al use spatial transcriptomics to reveal progressive endothelial, pneumocyte type I and natural killer cell loss, expansion of myeloid and stromal cells, TGF-β-driven fibrosis signaling and alveolar regeneration programs in fatal COVID-19 lung injury.
Authors
- Manel Esteller (ORCID: https://orcid.org/0000-0003-4490-6093)
- Belén Perez‐Mies (ORCID: https://orcid.org/0000-0001-5764-5182)
- Gerardo Ferrer (ORCID: https://orcid.org/0000-0002-4084-6815)
- Eva Musulén (ORCID: https://orcid.org/0000-0002-9667-6464)
- Verónica Dávalos (ORCID: https://orcid.org/0000-0003-4077-5137)
- Tamara Caniego-Casas (ORCID: https://orcid.org/0009-0005-9302-9519)
- Eduard Porta‐Pardo (ORCID: https://orcid.org/0000-0001-7900-4239)
- Xavier Saenz-Sardà (ORCID: https://orcid.org/0000-0003-3231-0559)
- Carlos Antonio García-Prieto (ORCID: https://orcid.org/0000-0001-5021-6916)
- Elisabet Englund (ORCID: https://orcid.org/0000-0002-2708-2443)
- Daniela Grases
- José Palacios
Institutions
- Universitat de Vic - Universitat Central de Catalunya (ES)
- Institució Catalana de Recerca i Estudis Avançats (ES)
- Lund University (SE)
- Universidad de Alcalá (ES)
- Barcelona Supercomputing Center (ES)
- Josep Carreras Leukaemia Research Institute (ES)
- Hospital Quirónsalud Barcelona (ES)
- Department of Physiological Sciences (RU)
- Hospital General de Catalunya (ES)
- Instituto Ramón y Cajal de Investigación Sanitaria (ES)
- Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol (ES)
- Centro de Investigación Biomédica en Red de Cáncer (ES)
- Hospital Universitario Ramón y Cajal (ES)
- IDCQ Hospitales y Sanidad, S.L.U. (ES)
Publication Details
- Journal
- Nature Communications
- Published
- 2026-10-15
- DOI
- https://doi.org/10.1038/s41467-026-78188-3
- Primary Topic
- Single-cell and spatial transcriptomics
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Centres de Recerca de Catalunya
- Generalitat de Catalunya
- Agencia Estatal de Investigación