A molecular single-cell lung atlas of lethal COVID-19
Johannes C. Melms, Jana Biermann, Huachao Huang, Yiping Wang, Ajay Nair, Somnath Tagore, Igor Katsyv, André F. Rendeiro, Amit Dipak Amin, Denis Schapiro, Chris J. Frangieh, Adrienne M. Luoma, Aveline Filliol, Yinshan Fang, Hiranmayi Ravichandran, Mariano G. Clausi, George A. Alba, Meri Rogava, Sean W. Chen, Patricia Ho, Daniel T. Montoro, Adam E. Kornberg, Arnold S. Han, Mathieu F. Bakhoum, Niroshana Anandasabapathy, Mayte Suárez-Fariñas, Samuel F. Bakhoum, Yaron Bram, Alain Borczuk, Xinzheng V. Guo, Jay H. Lefkowitch, Charles Marboe, Stephen M. Lagana, Armando Del Portillo, Emily J. Tsai, Emmanuel Zorn, Glen S. Markowitz, Robert F. Schwabe, Robert E. Schwartz, Olivier Elemento, Anjali Saqi, Hanina Hibshoosh, Jianwen Que, Benjamin Izar
Abstract
Respiratory failure is the leading cause of death in patients with severe SARS-CoV-2 infection1,2, but the host response at the lung tissue level is poorly understood. Here we performed single-nucleus RNA sequencing of about 116,000 nuclei from the lungs of nineteen individuals who died of COVID-19 and underwent rapid autopsy and seven control individuals. Integrated analyses identified substantial alterations in cellular composition, transcriptional cell states, and cell-to-cell interactions, thereby providing insight into the biology of lethal COVID-19. The lungs from individuals with COVID-19 were highly inflamed, with dense infiltration of aberrantly activated monocyte-derived macrophages and alveolar macrophages, but had impaired T cell responses. Monocyte/macrophage-derived interleukin-1β and epithelial cell-derived interleukin-6 were unique features of SARS-CoV-2 infection compared to other viral and bacterial causes of pneumonia. Alveolar type 2 cells adopted an inflammation-associated transient progenitor cell state and failed to undergo full transition into alveolar type 1 cells, resulting in impaired lung regeneration. Furthermore, we identified expansion of recently described CTHRC1+ pathological fibroblasts3 contributing to rapidly ensuing pulmonary fibrosis in COVID-19. Inference of protein activity and ligand–receptor interactions identified putative drug targets to disrupt deleterious circuits. This atlas enables the dissection of lethal COVID-19, may inform our understanding of long-term complications of COVID-19 survivors, and provides an important resource for therapeutic development.
Datasets
1. A molecular single-cell lung atlas of lethal COVID-19
Metadata
biosample_id
donor_id
cell_type_main
cell_type_intermediate
cell_type_fine
initial_clustering
recorded_race
recorded_ethnicity
intubation_days
interval_death_symptoms_onset_days
suspension_type
assay_ontology_term_id
disease_ontology_term_id
organism_ontology_term_id
tissue_ontology_term_id
self_reported_ethnicity_ontology_term_id
development_stage_ontology_term_id
sex_ontology_term_id
cell_type_ontology_term_id
tissue_type
cell_type
assay
disease
organism
sex
tissue
self_reported_ethnicity
development_stage
Epithelial cells30069 cells Endothelial cells5386 cells Airway epithelial cells7332 cells Endothelial cells5386 cells Cycling NK/T cells2814 cells Other epithelial cells1788 cells Dendritic cells1083 cells Alveolar macrophages12511 cells Monocyte-derived macrophages9534 cells Intermediate pathological FB8779 cells Transitioning MDM4203 cells Cycling NK/T cells2814 cells Airway ciliated2392 cells Pathological FB2322 cells Endothelial cells (general)1360 cells Activated B cells1299 cells ECM-high epithelial1179 cells Dendritic cells1083 cells Airway smooth muscle1020 cells Capillary endothelial cells1010 cells Arterial endothelial cells937 cells Cycling epithelial609 cells Systemic venous endothelial cells587 cells Inflamed endothelial cells566 cells Pulmonary venous endothelial cells553 cells Vascular smooth muscle417 cells Endothelial cells (other)373 cells NCBITaxon:9606116313 cells UBERON:0002048116313 cells HANCESTRO:001451901 cells HANCESTRO:000531670 cells HsapDv:000020616532 cells HsapDv:000016312707 cells HsapDv:000016212270 cells HsapDv:000016410980 cells HsapDv:000017310725 cells type II pneumocyte20949 cells alveolar macrophage12511 cells CD4-positive, alpha-beta T cell7586 cells natural killer cell4955 cells alveolar type 2 fibroblast cell4670 cells CD8-positive, alpha-beta T cell3561 cells lung ciliated cell2392 cells endothelial cell2299 cells epithelial cell1788 cells lung goblet cell1757 cells mucus secreting cell1307 cells vein endothelial cell1140 cells tracheobronchial smooth muscle cell1020 cells capillary endothelial cell1010 cells endothelial cell of artery937 cells regulatory T cell649 cells respiratory basal cell534 cells vascular associated smooth muscle cell417 cells mesothelial fibroblast232 cells brush cell of trachebronchial tree110 cells Hispanic or Latin American51901 cells 80-year-old human stage16532 cells 69-year-old human stage12707 cells 68-year-old human stage12270 cells 70-year-old human stage10980 cells 79-year-old human stage10725 cells 72-year-old human stage7198 cells 58-year-old human stage6987 cells 73-year-old human stage5060 cells 63-year-old human stage4862 cells 65-year-old human stage4651 cells 83-year-old human stage4149 cells 75-year-old human stage4090 cells 71-year-old human stage3296 cells 78-year-old human stage3052 cells 84-year-old human stage1550 cells Analyze this study
Source data
https://cellxgene.cziscience.com/collections/e4c9ed14-e560-4900-a3bf-b0f8d2ce6a10
Alias names
GSE171524, SCP1219, PMID33915568, PMC8814825
Cite this study
Melms, J.C., Biermann, J., Huang, H., Wang, Y., Nair, A., Tagore, S., Katsyv, I., Rendeiro, A.F., Amin, A.D., Schapiro, D. and Frangieh, C.J., 2021. A molecular single-cell lung atlas of lethal COVID-19. Nature, 595(7865), pp.114-119. https://doi.org/10.1038/s41586-021-03569-1