Your browser doesn't support javascript.
Show: 20 | 50 | 100
Results 1 - 8 de 8
Filter
2.
Am J Respir Cell Mol Biol ; 66(2): 206-222, 2022 02.
Article in English | MEDLINE | ID: covidwho-1501858

ABSTRACT

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has infected more than 180 million people since the onset of the pandemic. Despite similar viral load and infectivity rates between children and adults, children rarely develop severe illness. Differences in the host response to the virus at the primary infection site are among the mechanisms proposed to account for this disparity. Our objective was to investigate the host response to SARS-CoV-2 in the nasal mucosa in children and adults and compare it with the host response to respiratory syncytial virus (RSV) and influenza virus. We analyzed clinical outcomes and gene expression in the nasal mucosa of 36 children with SARS-CoV-2, 24 children with RSV, 9 children with influenza virus, 16 adults with SARS-CoV-2, and 7 healthy pediatric and 13 healthy adult controls. In both children and adults, infection with SARS-CoV-2 led to an IFN response in the nasal mucosa. The magnitude of the IFN response correlated with the abundance of viral reads, not the severity of illness, and was comparable between children and adults infected with SARS-CoV-2 and children with severe RSV infection. Expression of ACE2 and TMPRSS2 did not correlate with age or presence of viral infection. SARS-CoV-2-infected adults had increased expression of genes involved in neutrophil activation and T-cell receptor signaling pathways compared with SARS-CoV-2-infected children, despite similar severity of illness and viral reads. Age-related differences in the immune response to SARS-CoV-2 may place adults at increased risk of developing severe illness.


Subject(s)
Aging/immunology , COVID-19/immunology , Gene Expression Regulation/immunology , Immunity, Mucosal , Nasal Mucosa/immunology , SARS-CoV-2/immunology , Adolescent , Age Factors , Angiotensin-Converting Enzyme 2/immunology , Child , Child, Preschool , Female , Humans , Infant , Male , Nasal Mucosa/virology , Respiratory Syncytial Virus Infections/immunology , Respiratory Syncytial Viruses/immunology , Serine Endopeptidases/immunology
3.
Nat Biotechnol ; 40(1): 121-130, 2022 01.
Article in English | MEDLINE | ID: covidwho-1379318

ABSTRACT

Large single-cell atlases are now routinely generated to serve as references for analysis of smaller-scale studies. Yet learning from reference data is complicated by batch effects between datasets, limited availability of computational resources and sharing restrictions on raw data. Here we introduce a deep learning strategy for mapping query datasets on top of a reference called single-cell architectural surgery (scArches). scArches uses transfer learning and parameter optimization to enable efficient, decentralized, iterative reference building and contextualization of new datasets with existing references without sharing raw data. Using examples from mouse brain, pancreas, immune and whole-organism atlases, we show that scArches preserves biological state information while removing batch effects, despite using four orders of magnitude fewer parameters than de novo integration. scArches generalizes to multimodal reference mapping, allowing imputation of missing modalities. Finally, scArches retains coronavirus disease 2019 (COVID-19) disease variation when mapping to a healthy reference, enabling the discovery of disease-specific cell states. scArches will facilitate collaborative projects by enabling iterative construction, updating, sharing and efficient use of reference atlases.


Subject(s)
Datasets as Topic/standards , Deep Learning , Organ Specificity , Single-Cell Analysis/standards , Animals , COVID-19/pathology , Humans , Mice , Reference Standards , SARS-CoV-2/pathogenicity
4.
J Clin Invest ; 131(14)2021 07 15.
Article in English | MEDLINE | ID: covidwho-1311200

ABSTRACT

The coronavirus disease 2019 (COVID-19) pandemic is among the most important public health crises of our generation. Despite the promise of prevention offered by effective vaccines, patients with severe COVID-19 will continue to populate hospitals and intensive care units for the foreseeable future. The most common clinical presentation of severe COVID-19 is hypoxemia and respiratory failure, typical of the acute respiratory distress syndrome (ARDS). Whether the clinical features and pathobiology of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pneumonia differ from those of pneumonia secondary to other pathogens is unclear. This uncertainty has created variability in the application of historically proven therapies for ARDS to patients with COVID-19. We review the available literature and find many similarities between patients with ARDS from pneumonia attributable to SARS-CoV-2 versus other respiratory pathogens. A notable exception is the long duration of illness among patients with COVID-19, which could result from its unique pathobiology. Available data support the use of care pathways and therapies proven effective for patients with ARDS, while pointing to unique features that might be therapeutically targeted for patients with severe SARS-CoV-2 pneumonia.


Subject(s)
COVID-19/etiology , Pneumonia, Viral/etiology , Respiratory Distress Syndrome/etiology , SARS-CoV-2 , Angiotensin-Converting Enzyme 2/physiology , Autopsy , COVID-19/epidemiology , COVID-19/pathology , Cytokines/biosynthesis , Humans , Lung/immunology , Lung/pathology , Lung/virology , Macrophages, Alveolar/immunology , Macrophages, Alveolar/virology , Models, Biological , Pandemics , Pneumonia, Viral/immunology , Pneumonia, Viral/pathology , Receptors, Virus/physiology , Respiratory Distress Syndrome/immunology , Respiratory Distress Syndrome/pathology , SARS-CoV-2/immunology , SARS-CoV-2/pathogenicity , SARS-CoV-2/physiology , Severity of Illness Index
5.
Sci Transl Med ; 12(574)2020 12 16.
Article in English | MEDLINE | ID: covidwho-1207479

ABSTRACT

Lung transplantation can potentially be a life-saving treatment for patients with nonresolving COVID-19-associated respiratory failure. Concerns limiting lung transplantation include recurrence of SARS-CoV-2 infection in the allograft, technical challenges imposed by viral-mediated injury to the native lung, and the potential risk for allograft infection by pathogens causing ventilator-associated pneumonia in the native lung. Additionally, the native lung might recover, resulting in long-term outcomes preferable to those of transplant. Here, we report the results of lung transplantation in three patients with nonresolving COVID-19-associated respiratory failure. We performed single-molecule fluorescence in situ hybridization (smFISH) to detect both positive and negative strands of SARS-CoV-2 RNA in explanted lung tissue from the three patients and in additional control lung tissue samples. We conducted extracellular matrix imaging and single-cell RNA sequencing on explanted lung tissue from the three patients who underwent transplantation and on warm postmortem lung biopsies from two patients who had died from COVID-19-associated pneumonia. Lungs from these five patients with prolonged COVID-19 disease were free of SARS-CoV-2 as detected by smFISH, but pathology showed extensive evidence of injury and fibrosis that resembled end-stage pulmonary fibrosis. Using machine learning, we compared single-cell RNA sequencing data from the lungs of patients with late-stage COVID-19 to that from the lungs of patients with pulmonary fibrosis and identified similarities in gene expression across cell lineages. Our findings suggest that some patients with severe COVID-19 develop fibrotic lung disease for which lung transplantation is their only option for survival.


Subject(s)
COVID-19/surgery , Lung Transplantation , Lung/surgery , Pulmonary Fibrosis/surgery , Adult , Aged, 80 and over , COVID-19/diagnosis , COVID-19/physiopathology , COVID-19/virology , COVID-19 Nucleic Acid Testing , Databases, Factual , Disease Progression , Female , Humans , In Situ Hybridization, Fluorescence , Lung/physiopathology , Lung/virology , Male , Middle Aged , Pulmonary Fibrosis/diagnosis , Pulmonary Fibrosis/physiopathology , Pulmonary Fibrosis/virology , RNA-Seq , Recovery of Function , Retrospective Studies , Severity of Illness Index , Single-Cell Analysis , Treatment Outcome
6.
J Clin Invest ; 131(4)2021 02 15.
Article in English | MEDLINE | ID: covidwho-1172781

ABSTRACT

Alveolar macrophages orchestrate the response to viral infections. Age-related changes in these cells may underlie the differential severity of pneumonia in older patients. We performed an integrated analysis of single-cell RNA-Seq data that revealed homogenous age-related changes in the alveolar macrophage transcriptome in humans and mice. Using genetic lineage tracing with sequential injury, heterochronic adoptive transfer, and parabiosis, we found that the lung microenvironment drove an age-related resistance of alveolar macrophages to proliferation that persisted during influenza A viral infection. Ligand-receptor pair analysis localized these changes to the extracellular matrix, where hyaluronan was increased in aged animals and altered the proliferative response of bone marrow-derived macrophages to granulocyte macrophage colony-stimulating factor (GM-CSF). Our findings suggest that strategies targeting the aging lung microenvironment will be necessary to restore alveolar macrophage function in aging.


Subject(s)
Aging/immunology , Cellular Microenvironment/immunology , Lung/immunology , Macrophages, Alveolar/immunology , Aging/pathology , Animals , Humans , Lung/pathology , Macrophages, Alveolar/pathology , Mice , Mice, Transgenic , RNA-Seq
7.
Nature ; 590(7847): 635-641, 2021 02.
Article in English | MEDLINE | ID: covidwho-1019856

ABSTRACT

Some patients infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) develop severe pneumonia and acute respiratory distress syndrome1 (ARDS). Distinct clinical features in these patients have led to speculation that the immune response to virus in the SARS-CoV-2-infected alveolus differs from that in other types of pneumonia2. Here we investigate SARS-CoV-2 pathobiology by characterizing the immune response in the alveoli of patients infected with the virus. We collected bronchoalveolar lavage fluid samples from 88 patients with SARS-CoV-2-induced respiratory failure and 211 patients with known or suspected pneumonia from other pathogens, and analysed them using flow cytometry and bulk transcriptomic profiling. We performed single-cell RNA sequencing on 10 bronchoalveolar lavage fluid samples collected from patients with severe coronavirus disease 2019 (COVID-19) within 48 h of intubation. In the majority of patients with SARS-CoV-2 infection, the alveolar space was persistently enriched in T cells and monocytes. Bulk and single-cell transcriptomic profiling suggested that SARS-CoV-2 infects alveolar macrophages, which in turn respond by producing T cell chemoattractants. These T cells produce interferon-γ to induce inflammatory cytokine release from alveolar macrophages and further promote T cell activation. Collectively, our results suggest that SARS-CoV-2 causes a slowly unfolding, spatially limited alveolitis in which alveolar macrophages containing SARS-CoV-2 and T cells form a positive feedback loop that drives persistent alveolar inflammation.


Subject(s)
COVID-19/immunology , COVID-19/virology , Macrophages, Alveolar/immunology , Pneumonia, Viral/immunology , Pneumonia, Viral/virology , SARS-CoV-2/pathogenicity , T-Lymphocytes/immunology , Bronchoalveolar Lavage Fluid/chemistry , Bronchoalveolar Lavage Fluid/immunology , COVID-19/genetics , Cohort Studies , Humans , Interferon-gamma/immunology , Interferons/immunology , Interferons/metabolism , Macrophages, Alveolar/metabolism , Macrophages, Alveolar/virology , Pneumonia, Viral/genetics , RNA-Seq , SARS-CoV-2/immunology , Signal Transduction/immunology , Single-Cell Analysis , T-Lymphocytes/metabolism , Time Factors
8.
Sci Adv ; 6(33): eabb7238, 2020 08.
Article in English | MEDLINE | ID: covidwho-733188

ABSTRACT

Cigarette smoking, the leading cause of chronic obstructive pulmonary disease (COPD), has been implicated as a risk factor for severe disease in patients infected with the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Here we show that mice with lung epithelial cell-specific loss of function of Miz1, which we identified as a negative regulator of nuclear factor κB (NF-κB) signaling, spontaneously develop progressive age-related changes resembling COPD. Furthermore, loss of Miz1 up-regulates the expression of Ace2, the receptor for SARS-CoV-2. Concomitant partial loss of NF-κB/RelA prevented the development of COPD-like phenotype in Miz1-deficient mice. Miz1 protein levels are reduced in the lungs from patients with COPD, and in the lungs of mice exposed to chronic cigarette smoke. Our data suggest that Miz1 down-regulation-induced sustained activation of NF-κB-dependent inflammation in the lung epithelium is sufficient to induce progressive lung and airway destruction that recapitulates features of COPD, with implications for COVID-19.


Subject(s)
Epithelial Cells/metabolism , Kruppel-Like Transcription Factors/metabolism , Lung/metabolism , Peptidyl-Dipeptidase A/metabolism , Phenotype , Protein Inhibitors of Activated STAT/genetics , Pulmonary Disease, Chronic Obstructive/genetics , Ubiquitin-Protein Ligases/genetics , Up-Regulation/genetics , Angiotensin-Converting Enzyme 2 , Animals , Betacoronavirus , COVID-19 , Coronavirus Infections/metabolism , Coronavirus Infections/virology , Gene Knockout Techniques , Humans , Mice , Mice, Inbred C57BL , Mice, Knockout , Pandemics , Pneumonia, Viral/metabolism , Pneumonia, Viral/virology , Protein Inhibitors of Activated STAT/metabolism , Pulmonary Disease, Chronic Obstructive/etiology , Pulmonary Disease, Chronic Obstructive/metabolism , SARS-CoV-2 , Signal Transduction/genetics , Smoking/adverse effects , Transcription Factor RelA/metabolism , Ubiquitin-Protein Ligases/metabolism
SELECTION OF CITATIONS
SEARCH DETAIL