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Feys S, Heylen J, Carvalho A, Van Weyenbergh J, Wauters J, Cunha C, Debaveye Y, Hermans G, Humblet-Baron S, Jacobs C, Lambrechts D, Mombaerts P, Lagrou K, Meersseman P, Menezes SM, Peetermans M, Rocha-Pereira J, Seldeslachts L, Starick MR, Thevissen K, Vandenbriele C, Vanderbeke L, Vande Velde G, Van De Veerdonk FL, Wilmer A. A signature of differential gene expression in bronchoalveolar lavage fluid predicts mortality in influenza-associated pulmonary aspergillosis. Intensive Care Med 2023; 49:254-257. [PMID: 36592204 PMCID: PMC9943988 DOI: 10.1007/s00134-022-06958-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/08/2022] [Indexed: 01/03/2023]
Affiliation(s)
- Simon Feys
- Medical Intensive Care Unit, University Hospitals Leuven, Leuven, Belgium. .,Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium.
| | - Jannes Heylen
- Medical Intensive Care Unit, University Hospitals Leuven, Leuven, Belgium.,Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Agostinho Carvalho
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.,ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Johan Van Weyenbergh
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Joost Wauters
- Medical Intensive Care Unit, University Hospitals Leuven, Leuven, Belgium. .,Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium.
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Feys S, Gonçalves SM, Khan M, Choi S, Boeckx B, Chatelain D, Cunha C, Debaveye Y, Hermans G, Hertoghs M, Humblet-Baron S, Jacobs C, Lagrou K, Marcelis L, Maizel J, Meersseman P, Nyga R, Seldeslachts L, Starick MR, Thevissen K, Vandenbriele C, Vanderbeke L, Velde GV, Van Regenmortel N, Vanstapel A, Vanmassenhove S, Wilmer A, Van de Veerdonk FL, De Hertogh G, Mombaerts P, Lambrechts D, Carvalho A, Van Weyenbergh J, Wauters J. S3.3d Influenza versus COVID-19-associated pulmonary aspergillosis: Profiling lower respiratory tract epithelial and myeloid innate immunity in patient samples. Med Mycol 2022. [PMCID: PMC9494476 DOI: 10.1093/mmy/myac072.s3.3d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
S3.3 Innate immune responses to pathogenic fungi, September 21, 2022, 4:45 PM - 6:15 PM
Objectives
Up to 20% and 15% of critically ill influenza and coronavirus disease 2019 (COVID-19) patients are affected by influenza- and COVID-19-associated pulmonary aspergillosis (IAPA and CAPA) respectively. These viral-fungal coinfections are difficult to diagnose and are associated with increased mortality. Mechanistic insights into the development of IAPA and CAPA are a prerequisite for the development of new biomarkers and novel immunomodulatory therapeutic targets. However, data on the pathophysiology are scarce. With this study, we aimed at expanding our knowledge of IAPA and CAPA pathophysiology in an explorative way, resorting to lower respiratory tract samples and focusing on the epithelial and myeloid innate immunity components of the antifungal host response.
Methods
We performed nCounter gene expression analyses of 755 genes linked to innate immunity, and determined protein levels of 47 cytokines, chemokines, growth factors, and other inflammatory mediators on bronchoalveolar lavage (BAL) fluid samples from 166 ICU-admitted influenza and COVID-19-patients with or without aspergillosis. Additionally, we performed spatial transcriptomics and RNAscope on in vivo tracheobronchial biopsies from four IAPA and CAPA patients.
Results
Several genes encoding proteins with important effector functions in antifungal immunity are downregulated in BAL fluid of IAPA and CAPA patients compared with influenza-only or COVID-19-only patients. Cellular deconvolution of the gene expression data reveals a significantly lower BAL neutrophil fraction in CAPA patients compared to COVID-19-only patients.
IAPA and CAPA patients have high BAL fluid levels of pro-inflammatory cytokines, but these are not significantly different from the levels seen in influenza-only and COVID-19-only patients. By integrating the BAL fluid cytokine levels with their respective transcriptional responses, we show that IAPA patients, and to a lesser extent CAPA patients, have an aberrant transcriptional response to pro-inflammatory cytokines as well as type I and type II interferons, which may result in poor cellular effector functions (Fig. 1a). Interferon-gamma signaling is abrogated in both IAPA and CAPA patients when compared with influenza-only and COVID-19-only patients.
We observe significantly higher levels of growth factors associated with lung fibrosis in both IAPA and CAPA BAL fluid, which may contribute to the higher mortality seen in these coinfections (Fig. 1b).
Using spatial transcriptomics, we show that different epithelial defense mechanisms are at play in IAPA and CAPA (Fig. 2a).
Finally, using RNAscope ultrasensitive single-molecule RNA in situ hybridization, we visualize fungal and viral co-localization in CAPA tracheobronchial tissue, proving that virus-induced epithelial barrier disruption paves the way for tissue-invasive aspergillosis (Fig. 2b).
Conclusion
Using state-of-the-art techniques in lower respiratory tract samples obtained from a large representative patient cohort, we provide arguments for a three-level breach in antifungal immunity in IAPA and CAPA. A hampered ability to phagocytize and kill fungal spores enables Aspergillus germination and growth, leading to hyphae that are not contained because of restrained extracellular defense mechanisms. These hyphae may easily become tissue-invasive through an epithelium that is weakened by the viral infection, causing detrimental damage to the respiratory system. Functional studies will be necessary to further unravel the pathophysiology of IAPA and CAPA.
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Affiliation(s)
- Simon Feys
- Department of Microbiology , Immunology and Transplantation, KU Leuven, Leuven , Belgium
- Medical Intensive Care Unit , University Hospitals Leuven, Leuven , Belgium
| | - Samuel M. Gonçalves
- Life and Health Sciences Research Institute (ICVS) , School of Medicine, University of Minho, Braga , Portugal
- ICVS/3B's-PT Government Associate Laboratory , Braga/Guimarães , Portugal
| | - Mona Khan
- Max Planck Research Unit for Neurogenetics , Frankfurt , Germany
| | - Sumin Choi
- Max Planck Research Unit for Neurogenetics , Frankfurt , Germany
| | - Bram Boeckx
- VIB-KU Leuven Center for Cancer Biology , Leuven , Belgium
- Department of Human Genetics , KU Leuven, Leuven , Belgium
| | - Denis Chatelain
- Department of Pathology , CHU Amiens Picardie, Amiens , France
| | - Cristina Cunha
- Life and Health Sciences Research Institute (ICVS) , School of Medicine, University of Minho, Braga , Portugal
- ICVS/3B's-PT Government Associate Laboratory , Braga/Guimarães , Portugal
| | - Yves Debaveye
- Department of Pathology , CHU Amiens Picardie, Amiens , France
- Department of Cellular and Molecular Medicine , KU Leuven, Leuven , Belgium
- Department of Intensive Care Medicine , University Hospitals Leuven, Leuven , Belgium
| | - Greet Hermans
- Medical Intensive Care Unit , University Hospitals Leuven, Leuven , Belgium
- Department of Cellular and Molecular Medicine , KU Leuven, Leuven , Belgium
| | - Marjan Hertoghs
- Department of Pathology , Network Hospitals GZA-ZNA, Antwerp , Belgium
| | | | - Cato Jacobs
- Medical Intensive Care Unit , University Hospitals Leuven, Leuven , Belgium
| | - Katrien Lagrou
- Department of Microbiology , Immunology and Transplantation, KU Leuven, Leuven , Belgium
- Department of Laboratory Medicine and National Reference Center for Mycosis , Leuven , Belgium
| | - Lukas Marcelis
- Department of Pathology , University Hospitals Leuven, Leuven , Belgium
| | - Julien Maizel
- Department of Medical Intensive Care , CHU Amiens Picardie, Amiens , France
| | - Philippe Meersseman
- Department of Microbiology , Immunology and Transplantation, KU Leuven, Leuven , Belgium
- Medical Intensive Care Unit , University Hospitals Leuven, Leuven , Belgium
| | - Rémy Nyga
- Department of Medical Intensive Care , CHU Amiens Picardie, Amiens , France
| | | | | | - Karin Thevissen
- Department of Microbial and Molecular Systems , Center of Microbial and Plant Genetics, KU Leuven, Leuven , Belgium
| | - Christophe Vandenbriele
- Department of Cardiovascular Sciences , KU Leuven, Leuven , Belgium
- Department of Cardiovascular Diseases , University Hospitals Leuven, Leuven , Belgium
| | - Lore Vanderbeke
- Department of Microbiology , Immunology and Transplantation, KU Leuven, Leuven , Belgium
- Medical Intensive Care Unit , University Hospitals Leuven, Leuven , Belgium
| | | | - Niels Van Regenmortel
- Department of Intensive Care Medicine , ZNA Stuivenberg, Antwerp , Belgium
- Department of Intensive Care Medicine , Antwerp University Hospital, Edegem , Belgium
| | - Arno Vanstapel
- Department of Pathology , University Hospitals Leuven, Leuven , Belgium
| | - Sam Vanmassenhove
- VIB-KU Leuven Center for Cancer Biology , Leuven , Belgium
- Department of Human Genetics , KU Leuven, Leuven , Belgium
| | - Alexander Wilmer
- Department of Microbiology , Immunology and Transplantation, KU Leuven, Leuven , Belgium
- Medical Intensive Care Unit , University Hospitals Leuven, Leuven , Belgium
| | | | - Gert De Hertogh
- Department of Pathology , Network Hospitals GZA-ZNA, Antwerp , Belgium
- Department of Pathology , University Hospitals Leuven, Leuven , Belgium
| | - Peter Mombaerts
- Max Planck Research Unit for Neurogenetics , Frankfurt , Germany
| | - Diether Lambrechts
- Department of Intensive Care Medicine , ZNA Stuivenberg, Antwerp , Belgium
- Department of Intensive Care Medicine , Antwerp University Hospital, Edegem , Belgium
| | - Agostinho Carvalho
- Life and Health Sciences Research Institute (ICVS) , School of Medicine, University of Minho, Braga , Portugal
- ICVS/3B's-PT Government Associate Laboratory , Braga/Guimarães , Portugal
| | - Johan Van Weyenbergh
- Department of Microbiology , Immunology and Transplantation, KU Leuven, Leuven , Belgium
| | - Joost Wauters
- Department of Microbiology , Immunology and Transplantation, KU Leuven, Leuven , Belgium
- Medical Intensive Care Unit , University Hospitals Leuven, Leuven , Belgium
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Feys S, Gonçalves SM, Khan M, Choi S, Boeckx B, Chatelain D, Cunha C, Debaveye Y, Hermans G, Hertoghs M, Humblet-Baron S, Jacobs C, Lagrou K, Marcelis L, Maizel J, Meersseman P, Nyga R, Seldeslachts L, Starick MR, Thevissen K, Vandenbriele C, Vanderbeke L, Vande Velde G, Van Regenmortel N, Vanstapel A, Vanmassenhove S, Wilmer A, Van De Veerdonk FL, De Hertogh G, Mombaerts P, Lambrechts D, Carvalho A, Van Weyenbergh J, Wauters J. Lung epithelial and myeloid innate immunity in influenza-associated or COVID-19-associated pulmonary aspergillosis: an observational study. Lancet Respir Med 2022; 10:1147-1159. [PMID: 36029799 PMCID: PMC9401975 DOI: 10.1016/s2213-2600(22)00259-4] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 06/23/2022] [Accepted: 06/24/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Influenza-associated pulmonary aspergillosis (IAPA) and COVID-19-associated pulmonary aspergillosis (CAPA) affect about 15% of critically ill patients with influenza or COVID-19, respectively. These viral-fungal coinfections are difficult to diagnose and are associated with increased mortality, but data on their pathophysiology are scarce. We aimed to explore the role of lung epithelial and myeloid innate immunity in patients with IAPA or CAPA. METHODS In this observational study, we retrospectively recruited patients who had been admitted to the intensive care unit (ICU) of University Hospitals Leuven, Belgium, requiring non-invasive or invasive ventilation because of severe influenza or COVID-19, with or without aspergillosis, between Jan 1, 2011, and March 31, 2021, whose bronchoalveolar lavage samples were available at the hospital biobank. Additionally, biobanked in vivo tracheobronchial biopsy samples from patients with IAPA or CAPA and invasive Aspergillus tracheobronchitis admitted to ICUs requiring invasive ventilation between the same dates were collected from University Hospitals Leuven, Hospital Network Antwerp (Belgium), and Amiens-Picardie University Hospital (France). We did nCounter gene expression analysis of 755 genes linked to myeloid innate immunity and protein analysis of 47 cytokines, chemokines, and growth factors on the bronchoalveolar lavage samples. Gene expression data were used to infer cell fractions by use of CIBERSORTx, to perform hypergeometric enrichment pathway analysis and gene set enrichment analysis, and to calculate pathway module scores for the IL-1β, TNF-α, type I IFN, and type II IFN (IFNγ) pathways. We did RNAScope targeting influenza virus or SARS-CoV-2 RNA and GeoMx spatial transcriptomics on the tracheobronchial biopsy samples. FINDINGS Biobanked bronchoalveolar lavage samples were retrieved from 166 eligible patients, of whom 40 had IAPA, 52 had influenza without aspergillosis, 33 had CAPA, and 41 had COVID-19 without aspergillosis. We did nCounter gene expression analysis on bronchoalveolar lavage samples from 134 patients, protein analysis on samples from 162 patients, and both types of analysis on samples from 130 patients. We performed RNAScope and spatial transcriptomics on the tracheobronchial biopsy samples from two patients with IAPA plus invasive Aspergillus tracheobronchitis and two patients with CAPA plus invasive Aspergillus tracheobronchitis. We observed a downregulation of genes associated with antifungal effector functions in patients with IAPA and, to a lesser extent, in patients with CAPA. We found a downregulated expression of several genes encoding proteins with functions in the opsonisation, recognition, and killing of conidia in patients with IAPA versus influenza only and in patients with CAPA versus COVID-19 only. Several genes related to LC3-associated phagocytosis, autophagy, or both were differentially expressed. Patients with CAPA had significantly lower neutrophil cell fractions than did patients with COVID-19 only. Patients with IAPA or CAPA had downregulated IFNγ signalling compared with patients with influenza only or COVID-19 only, respectively. The concentrations of several fibrosis-related growth factors were significantly elevated in the bronchoalveolar lavage fluid from patients with IAPA versus influenza only and from patients with CAPA versus COVID-19 only. In one patient with CAPA, we visualised an active or very recent SARS-CoV-2 infection disrupting the epithelial barrier, facilitating tissue-invasive aspergillosis. INTERPRETATION Our results reveal a three-level breach in antifungal immunity in IAPA and CAPA, affecting the integrity of the epithelial barrier, the capacity to phagocytise and kill Aspergillus spores, and the ability to destroy Aspergillus hyphae, which is mainly mediated by neutrophils. The potential of adjuvant IFNγ in the treatment of IAPA and CAPA should be investigated. FUNDING Research Foundation Flanders, Coronafonds, the Max Planck Society, the Fundação para a Ciência e a Tecnologia, the European Regional Development Fund, "la Caixa" Foundation, and Horizon 2020.
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Affiliation(s)
- Simon Feys
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium,Medical Intensive Care Uni, University Hospitals Leuven, Leuven, Belgium
| | - Samuel M Gonçalves
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal,ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Mona Khan
- Max Planck Research Unit for Neurogenetics, Frankfurt, Germany
| | - Sumin Choi
- Max Planck Research Unit for Neurogenetics, Frankfurt, Germany
| | - Bram Boeckx
- Department of Human Genetics, KU Leuven, Leuven, Belgium,VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
| | - Denis Chatelain
- Department of Pathology, CHU Amiens Picardie, Amiens, France
| | - Cristina Cunha
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal,ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Yves Debaveye
- Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium,Department of Intensive Care Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Greet Hermans
- Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium,Medical Intensive Care Uni, University Hospitals Leuven, Leuven, Belgium
| | - Marjan Hertoghs
- Department of Pathology, Network Hospitals GZA-ZNA, Antwerp, Belgium
| | | | - Cato Jacobs
- Medical Intensive Care Uni, University Hospitals Leuven, Leuven, Belgium
| | - Katrien Lagrou
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium,Department of Laboratory Medicine and National Reference Center for Mycosis, University Hospitals Leuven, Leuven, Belgium
| | - Lukas Marcelis
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Julien Maizel
- Department of Medical Intensive Care, CHU Amiens Picardie, Amiens, France
| | - Philippe Meersseman
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium,Medical Intensive Care Uni, University Hospitals Leuven, Leuven, Belgium
| | - Rémy Nyga
- Department of Medical Intensive Care, CHU Amiens Picardie, Amiens, France
| | | | | | - Karin Thevissen
- Department of Microbial and Molecular Systems, Center of Microbial and Plant Genetics, KU Leuven, Leuven, Belgium
| | - Christophe Vandenbriele
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium,Department of Cardiovascular Diseases, University Hospitals Leuven, Leuven, Belgium
| | - Lore Vanderbeke
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium,Medical Intensive Care Uni, University Hospitals Leuven, Leuven, Belgium
| | | | - Niels Van Regenmortel
- Department of Intensive Care Medicine, ZNA Stuivenberg, Antwerp, Belgium,Department of Intensive Care Medicine, Antwerp University Hospital, Edegem, Belgium
| | - Arno Vanstapel
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Sam Vanmassenhove
- Department of Human Genetics, KU Leuven, Leuven, Belgium,VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
| | - Alexander Wilmer
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium,Medical Intensive Care Uni, University Hospitals Leuven, Leuven, Belgium
| | | | - Gert De Hertogh
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium,Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Peter Mombaerts
- Max Planck Research Unit for Neurogenetics, Frankfurt, Germany
| | - Diether Lambrechts
- Department of Human Genetics, KU Leuven, Leuven, Belgium,VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
| | - Agostinho Carvalho
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal,ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Johan Van Weyenbergh
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Joost Wauters
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium,Medical Intensive Care Uni, University Hospitals Leuven, Leuven, Belgium,Correspondence to: Dr Joost Wauters, Medical Intensive Care Unit, University Hospitals Leuven, Leuven 3000, Belgium
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