ArticlePloS one2025
Bronchoalveolar lavage single-cell transcriptomics reveals immune dysregulations driving COVID-19 severity.
Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Metabolic control of macrophages in coronavirus disease 2019.Virulence · 2026Review
- Safety, feasibility, and exploratory biomarker findings of bone marrow-derived mesenchymal stromal cells in hospitalized severe COVID-19: a phase I/II randomized trial.Journal of thoracic disease · 2026Article
- Functional immune changes are conserved in COVID-19 and trauma patients receiving intensive care.Nature communications · 2026Article
- Review
- Exploring the timeline and network interplay of immune mediators in COVID-19 patients according to disease outcome.Frontiers in immunology · 2026Observational
- Single-cell analysis unravels the role of NK cells and monocytes in the control of SARS-CoV-2 breakthrough infections in vaccinated individuals.Human vaccines & immunotherapeutics · 2025Article
- Review
- The synergistic role of viral infection and immune response in the pathogenesis of facial palsy.Journal of neurovirology · 2025Review
- T-cell exhaustion in COVID-19: what do we know?Frontiers in immunology · 2025Review
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Authors and funding
4 authors.
Funding
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Abstract
The continuous threats posed by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), the virus that causes COVID-19, including the emergence of potentially more infectious and deadly variants, necessitate ongoing studies to uncover novel and detailed mechanisms driving disease severity. Using single-cell transcriptomics, we conducted a secondary data analysis of bronchoalveolar lavage fluid (BALF) from COVID-19 patients of varying severities and healthy controls to comprehensively examine immune responses. We observed significant immune cell alterations correlating with disease severity. In severe cases, macrophages showed upregulation of pro-inflammatory genes TNFα and IL1β, contributing to severe inflammation and tissue damage. Neutrophils exhibited increased activation, marked by S100A8, CXCL8, and IL1β expression, with extended viability and reduced phagocytosis. Genes such as MCL1 and HIF1α supported extended viability, while MSR1 and MRC1 indicated reduced phagocytosis. Enhanced formation of neutrophil extracellular traps (NETs) and reduced clearance, indicated by NET-associated markers, were linked to thrombo-inflammation and organ damage. Both macrophages and neutrophils in severe cases showed impaired efferocytosis, indicated by decreased expression of MSR1 and TREM2 in macrophages and downregulation of FCGR3B in neutrophils, leading to the accumulation of apoptotic cells and exacerbating inflammation. Severe cases were characterized by M1 macrophages with high TNFα and IL1β, while milder cases had M2 macrophages with elevated PPARγ. Dendritic cells (DCs) in severe cases exhibited reduced proportions and attenuated expression of MHC class I genes (HLA-A, HLA-B, HLA-C) and co-stimulatory molecules (CD80, CD86), alongside increased cytochrome c expression, indicating impaired antigen presentation and enhanced apoptosis. NK and T cells in severe cases demonstrated altered receptor and gene expression, with increased activation markers IFNγ and ISG15, suggesting a paradoxical state of activation and exhaustion. This analysis highlights the critical role of dysregulated neutrophil, macrophage, dendritic cell, NK, and T cell responses in severe COVID-19, identifying potential therapeutic targets and providing novel insights into the disease.
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