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Liu X, Zhang Q, Zong C, Gai H. Digital Immunoassay for Proteins: Theory, Methodology, and Clinical Applications. Anal Chem 2025; 97:9077-9110. [PMID: 40257815 DOI: 10.1021/acs.analchem.4c05421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/22/2025]
Affiliation(s)
- Xiaojun Liu
- School of Chemistry and Materials Science, Jiangsu Normal University, Xuzhou, Jiangsu 221116 China
| | - Qingquan Zhang
- School of Chemistry and Materials Science, Jiangsu Normal University, Xuzhou, Jiangsu 221116 China
| | - Chenghua Zong
- School of Chemistry and Materials Science, Jiangsu Normal University, Xuzhou, Jiangsu 221116 China
| | - Hongwei Gai
- School of Chemistry and Materials Science, Jiangsu Normal University, Xuzhou, Jiangsu 221116 China
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2
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Liew CH, Ong SQ, Ng DCE. Utilizing machine learning to predict hospital admissions for pediatric COVID-19 patients (PrepCOVID-Machine). Sci Rep 2025; 15:3131. [PMID: 39856094 PMCID: PMC11760342 DOI: 10.1038/s41598-024-80538-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 11/18/2024] [Indexed: 01/27/2025] Open
Abstract
The COVID-19 pandemic has burdened healthcare systems globally. To curb high hospital admission rates, only patients with genuine medical needs are admitted. However, machine learning (ML) models to predict COVID-19 hospitalization in Asian children are lacking. This study aimed to develop and validate ML models to predict pediatric COVID-19 hospitalization. We collected secondary data with 2200 patients and 65 variables from Malaysian aged 0 to 12 with COVID-19 between 1st February 2020 and 31st March 2022. The sample was partitioned into training, internal, and external validation groups. Recursive Feature Elimination (RFE) was employed for feature selection, and we trained seven supervised classifiers. Grid Search was used to optimize the hyperparameters of each algorithm. The study analyzed 1988 children and 30 study variables after data were processed. The RFE algorithm selected 12 highly predicted variables for COVID-19 hospitalization, including age, male sex, fever, cough, rhinorrhea, shortness of breath, vomiting, diarrhea, seizures, body temperature, chest indrawing, and abnormal breath sounds. With external validation, Adaptive Boosting was the highest-performing classifier (AUROC = 0.95) to predict COVID-19 hospital admission in children. We validated AdaBoost as the best to predict COVID-19 hospitalization among children. This model may assist front-line clinicians in making medical disposition decisions.
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Affiliation(s)
- Chuin-Hen Liew
- Hospital Tuanku Ampuan Najihah, Jalan Melang, 72000, Kuala Pilah, Negeri Sembilan, Malaysia
| | - Song-Quan Ong
- Institute for Tropical Biology and Conservation, University Malaysia Sabah, Jalan UMS, 88400, Kota Kinabalu, Sabah, Malaysia.
| | - David Chun-Ern Ng
- Hospital Tuanku Ja'afar, Jalan Rasah, 70300, Seremban, Negeri Sembilan, Malaysia
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3
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Lydon E, Osborne CM, Wagner BD, Ambroggio L, Harris JK, Reeder R, Carpenter TC, Maddux AB, Leroue MK, Yehya N, DeRisi JL, Hall MW, Zuppa AF, Carcillo J, Meert K, Sapru A, Pollack MM, McQuillen P, Notterman DA, Langelier CR, Mourani PM, for the Eunice Kennedy Shriver National Institute of Child Health and Human Development Collaborative Pediatric Critical Care Research Network (CPCCRN). Proteomic profiling of the local and systemic immune response to pediatric respiratory viral infections. mSystems 2025; 10:e0133524. [PMID: 39611811 PMCID: PMC11748518 DOI: 10.1128/msystems.01335-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Accepted: 11/11/2024] [Indexed: 11/30/2024] Open
Abstract
Viral lower respiratory tract infection (vLRTI) is a leading cause of hospitalization and death in children worldwide. Despite this, no studies have employed proteomics to characterize host immune responses to severe pediatric vLRTI in both the lower airway and systemic circulation. To address this gap, gain insights into vLRTI pathophysiology, and test a novel diagnostic approach, we assayed 1,305 proteins in tracheal aspirate (TA) and plasma from 62 critically ill children using SomaScan. We performed differential expression (DE) and pathway analyses comparing vLRTI (n = 40) to controls with non-infectious acute respiratory failure (n = 22), developed a diagnostic classifier using LASSO regression, and analyzed matched TA and plasma samples. We further investigated the impact of viral load and bacterial coinfection on the proteome. The TA signature of vLRTI was characterized by 200 DE proteins (Padj <0.05) with upregulation of interferons and T cell responses and downregulation of inflammation-modulating proteins including FABP and MIP-5. A nine-protein TA classifier achieved an area under the receiver operator curve (AUC) of 0.96 (95% CI: 0.90-1.00) for identifying vLRTI. In plasma, the host response to vLRTI was more muted with 56 DE proteins. Correlation between TA and plasma was limited, although ISG15 was elevated in both compartments. In bacterial coinfection, we observed increases in the TNF-stimulated protein TSG-6, as well as CRP, and interferon-related proteins. Viral load correlated positively with interferon signaling and negatively with neutrophil-activation pathways. Taken together, our study provides fresh insights into the lower airway and systemic proteome of severe pediatric vLRTI and identifies novel protein biomarkers with diagnostic potential.IMPORTANCEWe describe the first proteomic profiling of the lower airway and blood in critically ill children with severe viral lower respiratory tract infection (vLRTI). From tracheal aspirate (TA), we defined a proteomic signature of vLRTI characterized by increased expression of interferon signaling proteins and decreased expression of proteins involved in immune modulation including FABP and MIP-5. Using machine learning, we developed a parsimonious diagnostic classifier that distinguished vLRTI from non-infectious respiratory failure with high accuracy. Comparative analysis of paired TA and plasma specimens demonstrated limited concordance, although the interferon-stimulated protein ISG15 was significantly upregulated with vLRTI in both compartments. We further identified TSG-6 and CRP as airway biomarkers of bacterial-viral coinfection, and viral load analyses demonstrated a positive correlation with interferon-related protein expression and a negative correlation with the expression of neutrophil activation proteins. Taken together, our study provides new insights into the lower airway and systemic proteome of severe pediatric vLRTI.
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Affiliation(s)
- Emily Lydon
- Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Christina M. Osborne
- Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Brandie D. Wagner
- Department of Biostatistics and Informatics, University of Colorado, Colorado School of Public Health, Aurora, Colorado, USA
| | - Lilliam Ambroggio
- Sections of Emergency Medicine and Hospital Medicine, Children’s Hospital Colorado, Aurora, Colorado, USA
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado, USA
| | - J. Kirk Harris
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado, USA
| | - Ron Reeder
- Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA
| | - Todd C. Carpenter
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado, USA
| | - Aline B. Maddux
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado, USA
| | - Matthew K. Leroue
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado, USA
| | - Nadir Yehya
- Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Joseph L. DeRisi
- Chan Zuckerberg Biohub, San Francisco, California, USA
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, California, USA
| | - Mark W. Hall
- Department of Pediatrics, Nationwide Children’s Hospital, Columbus, Ohio, USA
| | - Athena F. Zuppa
- Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Joseph Carcillo
- Departments of Pediatrics and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Kathleen Meert
- Department of Pediatrics, Children’s Hospital of Michigan, Central Michigan University, Detroit, Michigan, USA
| | - Anil Sapru
- Department of Pediatrics, University of California Los Angeles, Los Angeles, California, USA
| | - Murray M. Pollack
- Department of Pediatrics,, Children’s National Medical Center and George Washington School of Medicine and Health Sciences, Washington, DC, USA
| | - Patrick McQuillen
- Department of Pediatrics, University of California San Francisco, San Francisco, California, USA
| | - Daniel A. Notterman
- Department of Molecular Biology, Princeton University, Princeton, New Jersey, USA
| | - Charles R. Langelier
- Department of Medicine, University of California San Francisco, San Francisco, California, USA
- Chan Zuckerberg Biohub, San Francisco, California, USA
| | - Peter M. Mourani
- Department of Pediatrics, Critical Care, University of Arkansas for Medical Sciences and Arkansas Children’s Hospital, Little Rock, Arkansas, USA
| | - for the Eunice Kennedy Shriver National Institute of Child Health and Human Development Collaborative Pediatric Critical Care Research Network (CPCCRN)
- Department of Medicine, University of California San Francisco, San Francisco, California, USA
- Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Biostatistics and Informatics, University of Colorado, Colorado School of Public Health, Aurora, Colorado, USA
- Sections of Emergency Medicine and Hospital Medicine, Children’s Hospital Colorado, Aurora, Colorado, USA
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado, USA
- Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA
- Chan Zuckerberg Biohub, San Francisco, California, USA
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, California, USA
- Department of Pediatrics, Nationwide Children’s Hospital, Columbus, Ohio, USA
- Departments of Pediatrics and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Pediatrics, Children’s Hospital of Michigan, Central Michigan University, Detroit, Michigan, USA
- Department of Pediatrics, University of California Los Angeles, Los Angeles, California, USA
- Department of Pediatrics,, Children’s National Medical Center and George Washington School of Medicine and Health Sciences, Washington, DC, USA
- Department of Pediatrics, University of California San Francisco, San Francisco, California, USA
- Department of Molecular Biology, Princeton University, Princeton, New Jersey, USA
- Department of Pediatrics, Critical Care, University of Arkansas for Medical Sciences and Arkansas Children’s Hospital, Little Rock, Arkansas, USA
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4
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Abebaw D, Akelew Y, Adugna A, Teffera ZH, Belew H, Selabat B, Getie M, Mulu AT, Atnaf A. Recent updates of interferon-derived myxovirus resistance protein A as a biomarker for acute viral infection. Eur J Med Res 2024; 29:612. [PMID: 39710743 DOI: 10.1186/s40001-024-02221-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 12/14/2024] [Indexed: 12/24/2024] Open
Abstract
BACKGROUND Antibiotic resistance (AMR) remains a global public health threat with a high burden in sub-Saharan countries. The overuse of antimicrobials in the clinical setting is the main factor for the spread of antibiotic resistance. Diagnostic uncertainty in differentiating between bacterial and viral infections is the major contributor to antimicrobial overuse. The available biomarkers lack specificity in guiding clinicians to make antibiotic decisions and only estimate bacterial infection. MAIN BODY Myxovirus resistance (Mx) proteins are a type of interferon (IFN)-inducible protein that belongs to the dynamin superfamily of large guanine triphosphates (GTPases) involved in broad antiviral responses. Myxovirus resistance protein A (MxA) is a host-derived biomarker with antiviral properties against various viruses. It is induced by IFN I and IFN III as part of the innate immune response. Its basal level is < 15 ng/ml and elevated levels are detectable 1-2 h after IFN induction and remain detectable in serum up to 10 days after viral infection. Increased levels in the blood are associated with viral infection and remain low during bacterial infections. This biomarker showed promising performance in diagnosing undifferentiated febrile patients with respiratory tract infections. In this review, we discuss the role of Mx proteins, specifically MxA, in diagnosing acute viral infections, including how they are induced and their potential as diagnostic tools. METHODS A comprehensive electronic search was conducted in Scopus and Medline (using the PubMed interface) regarding myxovirus resistance protein A as a biomarker for acute viral infection. In the search strategy, English language was used without date restriction. Manual search was also performed when appropriate. CONCLUSIONS Elevated MxA combined with other biomarkers, such as CRP and PCT, is a promising tool for identifying patients with viral infections. Therefore, incorporating MxA in the existing point of care formats help to improve the antibiotic stewardship programs and future randomized controlled trials are recommended to evaluate its utility in medical practice.
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Affiliation(s)
- Desalegn Abebaw
- Department of Medical Laboratory Science, College of Medicine and Health Sciences, Debre Markos University, 269, Debre Markos, Ethiopia.
| | - Yibeltal Akelew
- Department of Medical Laboratory Science, College of Medicine and Health Sciences, Debre Markos University, 269, Debre Markos, Ethiopia
- Department of Medicine, Centre for Inflammatory Diseases, Monash University, Clayton, VIC, 3168, Australia
| | - Adane Adugna
- Department of Medical Laboratory Science, College of Medicine and Health Sciences, Debre Markos University, 269, Debre Markos, Ethiopia
| | - Zigale Hibstu Teffera
- Department of Medical Laboratory Science, College of Medicine and Health Sciences, Debre Markos University, 269, Debre Markos, Ethiopia
| | - Habtamu Belew
- Department of Medical Laboratory Science, College of Medicine and Health Sciences, Debre Markos University, 269, Debre Markos, Ethiopia
| | - Bantegzie Selabat
- Department of Medical Laboratory Science, College of Medicine and Health Sciences, Debre Markos University, 269, Debre Markos, Ethiopia
| | - Molla Getie
- Department of Medical Laboratory Science, College of Medicine and Health Sciences, Injibara University, 40, Injibara, Ethiopia
| | - Anemut Tilahun Mulu
- Department of Biomedical Sciences, College of Health Sciences, Debre Tabor University, 272, Debre Tabor, Ethiopia
| | - Aytenew Atnaf
- Department of Medical Laboratory Science, College of Medicine and Health Sciences, Debre Markos University, 269, Debre Markos, Ethiopia
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5
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Mommert-Tripon M, Parraud D, Grosbois C, Gaymard A, Cheynet V, Lina B, Oriol G, Laurent F, Dupré C, Semanas Q, Bal A, Generenaz L, Pons S, Brengel-Pesce K, Guichard A, Mouton W, Morfin F, Fleurie A, Trouillet-Assant S. Advancing respiratory virus diagnostics: integrating the nasal IFN-I score for improved viral detection. EBioMedicine 2024; 110:105450. [PMID: 39577117 PMCID: PMC11617986 DOI: 10.1016/j.ebiom.2024.105450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 10/25/2024] [Accepted: 10/25/2024] [Indexed: 11/24/2024] Open
Abstract
BACKGROUND This study aimed to demonstrate the utility of the nasal Type I interferon (IFN-I) response as a marker for respiratory viral infections (RVIs) and its potential to enhance diagnosis when combined with first-line PCR tests for Influenza A/B, RSV, and SARS-CoV-2. METHODS Nasopharyngeal swabs (NPS) from patients at Hospices Civils de Lyon (November 2022-April 2024) suspected of viral infections (n = 788) and from healthy controls (n = 53) were analysed. The IFN-I score was measured using the FILMARRAY® IFN-I pouch prototype, which detects four interferon-stimulated genes. The study evaluated the performance of the IFN-I score in detecting samples positive for viruses by first-line PCR and assessed its benefit in diagnosing RVIs in samples initially classified as negative by PCR. FINDINGS Out of 788 NPS included, 504 (64%) were positive with the first-line PCR tests, and IFN-I score was significantly higher in those samples (median [IQR]: 13.00 [2.76-45.40]) compared to ones collected from healthy controls (1.09 [0.67-1.30]; p < 0.0001), with an area under the curve (AUC; 95% CI) of 0.92 (0.90-0.92). Moreover, out of the 284 NPS negative with first-line PCR tests, suspicion of viral infection according to IFN-I score was found in 63% of cases (178/284). Second-line test (BioFire® Respiratory Panel 2.1 plus) and viral metagenomic confirmed the presence of viruses 94% of cases. INTERPRETATION The study highlights the potential of integrating nasal IFN-I score into clinical workflows to improve RVI diagnosis and enhance preparedness for emerging viruses. FUNDING Public grant overseen by the French National Research Agency (ANR21-RHUS-08/ANR-23-CHIN-0001).
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Affiliation(s)
- Marine Mommert-Tripon
- Joint Research Unit Civils Hospices of Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, 69310, France; Open Innovation & Partnerships (OIP), BioMérieux S.A., Marcy l'Etoile, 69280, France
| | - Delphine Parraud
- Infective Agents Institute, Hospices Civils de Lyon, Croix-Rousse Hospital, Lyon, 69004, France
| | - Cloé Grosbois
- Joint Research Unit Civils Hospices of Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, 69310, France; Open Innovation & Partnerships (OIP), BioMérieux S.A., Marcy l'Etoile, 69280, France
| | - Alexandre Gaymard
- Infective Agents Institute, Hospices Civils de Lyon, Croix-Rousse Hospital, Lyon, 69004, France; International Center of Research in Infectiology, Virpath Team, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, 69000, France
| | - Valérie Cheynet
- Joint Research Unit Civils Hospices of Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, 69310, France; Open Innovation & Partnerships (OIP), BioMérieux S.A., Marcy l'Etoile, 69280, France
| | - Bruno Lina
- Infective Agents Institute, Hospices Civils de Lyon, Croix-Rousse Hospital, Lyon, 69004, France; International Center of Research in Infectiology, Virpath Team, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, 69000, France
| | - Guy Oriol
- Joint Research Unit Civils Hospices of Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, 69310, France; Open Innovation & Partnerships (OIP), BioMérieux S.A., Marcy l'Etoile, 69280, France
| | - Frédéric Laurent
- Infective Agents Institute, Hospices Civils de Lyon, Croix-Rousse Hospital, Lyon, 69004, France
| | - Caroline Dupré
- International Center of Research in Infectiology, Virpath Team, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, 69000, France
| | - Quentin Semanas
- Infective Agents Institute, Hospices Civils de Lyon, Croix-Rousse Hospital, Lyon, 69004, France
| | - Antonin Bal
- Infective Agents Institute, Hospices Civils de Lyon, Croix-Rousse Hospital, Lyon, 69004, France
| | - Laurence Generenaz
- Joint Research Unit Civils Hospices of Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, 69310, France; Open Innovation & Partnerships (OIP), BioMérieux S.A., Marcy l'Etoile, 69280, France
| | - Sylvie Pons
- Joint Research Unit Civils Hospices of Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, 69310, France; Open Innovation & Partnerships (OIP), BioMérieux S.A., Marcy l'Etoile, 69280, France
| | - Karen Brengel-Pesce
- Joint Research Unit Civils Hospices of Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, 69310, France; Open Innovation & Partnerships (OIP), BioMérieux S.A., Marcy l'Etoile, 69280, France
| | - Audrey Guichard
- Joint Research Unit Civils Hospices of Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, 69310, France; Open Innovation & Partnerships (OIP), BioMérieux S.A., Marcy l'Etoile, 69280, France
| | - William Mouton
- Joint Research Unit Civils Hospices of Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, 69310, France; International Center of Research in Infectiology, Virpath Team, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, 69000, France
| | - Florence Morfin
- Infective Agents Institute, Hospices Civils de Lyon, Croix-Rousse Hospital, Lyon, 69004, France; International Center of Research in Infectiology, Virpath Team, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, 69000, France
| | - Aurore Fleurie
- Joint Research Unit Civils Hospices of Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, 69310, France; Open Innovation & Partnerships (OIP), BioMérieux S.A., Marcy l'Etoile, 69280, France
| | - Sophie Trouillet-Assant
- Joint Research Unit Civils Hospices of Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, 69310, France; International Center of Research in Infectiology, Virpath Team, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, 69000, France.
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6
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Rosenheim J, Gupta RK, Thakker C, Mann T, Bell LCK, Broderick CM, Madon K, Papargyris L, Dayananda P, Kwok AJ, Greenan-Barrett J, Wagstaffe HR, Conibear E, Fenn J, Hakki S, Lindeboom RGH, Dratva LM, Lemetais B, Weight CM, Venturini C, Kaforou M, Levin M, Kalinova M, Mann AJ, Catchpole A, Knight JC, Nikolić MZ, Teichmann SA, Killingley B, Barclay W, Chain BM, Lalvani A, Heyderman RS, Chiu C, Noursadeghi M. SARS-CoV-2 human challenge reveals biomarkers that discriminate early and late phases of respiratory viral infections. Nat Commun 2024; 15:10434. [PMID: 39616162 PMCID: PMC11608262 DOI: 10.1038/s41467-024-54764-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 11/19/2024] [Indexed: 02/27/2025] Open
Abstract
Blood transcriptional biomarkers of acute viral infections typically reflect type 1 interferon (IFN) signalling, but it is not known whether there are biological differences in their regulation that can be leveraged for distinct translational applications. We use high frequency sampling in the SARS-CoV-2 human challenge model to show induction of IFN-stimulated gene (ISG) expression with different temporal and cellular profiles. MX1 gene expression correlates with a rapid and transient wave of ISG expression across all cell types, which may precede PCR detection of replicative infection. Another ISG, IFI27, shows a delayed but sustained response restricted to myeloid cells, attributable to gene and cell-specific epigenetic regulation. These findings are reproducible in experimental and naturally acquired infections with influenza, respiratory syncytial virus and rhinovirus. Blood MX1 expression is superior to IFI27 expression for diagnosis of early infection, as a correlate of viral load and for discrimination of virus culture positivity. Therefore, MX1 expression offers potential to stratify patients for antiviral therapy or infection control interventions. Blood IFI27 expression is superior to MX1 expression for diagnostic accuracy across the time course of symptomatic infection and thereby, offers higher diagnostic yield for respiratory virus infections that incur a delay between transmission and testing.
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Affiliation(s)
- Joshua Rosenheim
- Division of Infection and Immunity, University College London, London, UK
| | - Rishi K Gupta
- Institute of Health Informatics, University College London, London, UK
- UCL Respiratory, Division of Medicine, University College London, London, UK
| | - Clare Thakker
- Division of Infection and Immunity, University College London, London, UK
| | - Tiffeney Mann
- Division of Infection and Immunity, University College London, London, UK
| | - Lucy C K Bell
- Division of Infection and Immunity, University College London, London, UK
| | | | - Kieran Madon
- NIHR Health Protection Research Unit in Respiratory Infections, National Heart and Lung Institute, Imperial College London, London, UK
| | - Loukas Papargyris
- Department of Infectious Disease, Imperial College London, London, UK
| | - Pete Dayananda
- Department of Infectious Disease, Imperial College London, London, UK
| | - Andrew J Kwok
- Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong
| | | | - Helen R Wagstaffe
- Department of Infectious Disease, Imperial College London, London, UK
| | - Emily Conibear
- NIHR Health Protection Research Unit in Respiratory Infections, National Heart and Lung Institute, Imperial College London, London, UK
| | - Joe Fenn
- NIHR Health Protection Research Unit in Respiratory Infections, National Heart and Lung Institute, Imperial College London, London, UK
| | - Seran Hakki
- NIHR Health Protection Research Unit in Respiratory Infections, National Heart and Lung Institute, Imperial College London, London, UK
| | | | - Lisa M Dratva
- Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Briac Lemetais
- Division of Infection and Immunity, University College London, London, UK
| | - Caroline M Weight
- Division of Infection and Immunity, University College London, London, UK
| | - Cristina Venturini
- Infection, Immunity and Inflammation Department, Great Ormond Street Institute of Child Health, University College London, London, UK
| | - Myrsini Kaforou
- Department of Infectious Disease, Imperial College London, London, UK
| | - Michael Levin
- Department of Infectious Disease, Imperial College London, London, UK
| | | | | | | | - Julian C Knight
- Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Marko Z Nikolić
- UCL Respiratory, Division of Medicine, University College London, London, UK
- Department of Respiratory Medicine, University College London Hospitals NHS Foundation Trust, London, UK
| | - Sarah A Teichmann
- Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Ben Killingley
- Department of Infectious Diseases, University College London Hospital NHS Foundation Trust, London, UK
| | - Wendy Barclay
- Department of Infectious Disease, Imperial College London, London, UK
| | - Benjamin M Chain
- Division of Infection and Immunity, University College London, London, UK
| | - Ajit Lalvani
- NIHR Health Protection Research Unit in Respiratory Infections, National Heart and Lung Institute, Imperial College London, London, UK
| | - Robert S Heyderman
- Division of Infection and Immunity, University College London, London, UK
| | - Christopher Chiu
- Department of Infectious Disease, Imperial College London, London, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London, UK.
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7
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Lydon E, Osborne CM, Wagner BD, Ambroggio L, Kirk Harris J, Reeder R, Carpenter TC, Maddux AB, Leroue MK, Yehya N, DeRisi JL, Hall MW, Zuppa AF, Carcillo J, Meert K, Sapru A, Pollack MM, McQuillen P, Notterman DA, Langelier CR, Mourani PM. Proteomic profiling of the local and systemic immune response to pediatric respiratory viral infections. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.08.617294. [PMID: 39416167 PMCID: PMC11482837 DOI: 10.1101/2024.10.08.617294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Viral lower respiratory tract infection (vLRTI) is a leading cause of hospitalization and death in children worldwide. Despite this, no studies have employed proteomics to characterize host immune responses to severe pediatric vLRTI in both the lower airway and systemic circulation. To address this gap, gain insights into vLRTI pathophysiology, and test a novel diagnostic approach, we assayed 1,305 proteins in tracheal aspirate (TA) and plasma from 62 critically ill children using SomaScan. We performed differential expression (DE) and pathway analyses comparing vLRTI (n=40) to controls with non-infectious acute respiratory failure (n=22), developed a diagnostic classifier using LASSO regression, and analyzed matched TA and plasma samples. We further investigated the impact of viral load and bacterial coinfection on the proteome. The TA signature of vLRTI was characterized by 200 DE proteins (Padj<0.05) with upregulation of interferons and T cell responses and downregulation of inflammation-modulating proteins including FABP and MIP-5. A nine-protein TA classifier achieved an AUC of 0.96 (95% CI 0.90-1.00) for identifying vLRTI. In plasma, the host response to vLRTI was more muted with 56 DE proteins. Correlation between TA and plasma was limited, although ISG15 was elevated in both compartments. In bacterial coinfection, we observed increases in the TNF-stimulated protein TSG-6, as well as CRP, and interferon-related proteins. Viral load correlated positively with interferon signaling and negatively with neutrophil-activation pathways. Taken together, our study provides fresh insight into the lower airway and systemic proteome of severe pediatric vLRTI, and identifies novel protein biomarkers with diagnostic potential.
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Affiliation(s)
- Emily Lydon
- Department of Medicine, University of California San Francisco, San Francisco, CA
| | - Christina M Osborne
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Brandie D Wagner
- Department of Biostatistics and Informatics, University of Colorado, Colorado School of Public Health, Aurora, CO
| | - Lilliam Ambroggio
- Sections of Emergency Medicine and Hospital Medicine, Children's Hospital Colorado, Aurora, CO
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - J Kirk Harris
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Ron Reeder
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Todd C Carpenter
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Aline B Maddux
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Matthew K Leroue
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Nadir Yehya
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Joseph L DeRisi
- Chan Zuckerberg Biohub, San Francisco, CA
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA
| | - Mark W Hall
- Department of Pediatrics, Nationwide Children's Hospital, Columbus, OH
| | - Athena F Zuppa
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Joseph Carcillo
- Departments of Pediatrics and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Kathleen Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI
| | - Anil Sapru
- Department of Pediatrics, University of California Los Angeles, Los Angeles, CA
| | - Murray M Pollack
- Department of Pediatrics, Children's National Medical Center and George Washington School of Medicine and Health Sciences, Washington, DC
| | - Patrick McQuillen
- Department of Pediatrics, University of California San Francisco, San Francisco, CA
| | | | - Charles R Langelier
- Department of Medicine, University of California San Francisco, San Francisco, CA
- Chan Zuckerberg Biohub, San Francisco, CA
| | - Peter M Mourani
- Department of Pediatrics, Critical Care, University of Arkansas for Medical Sciences and Arkansas Children's Hospital, Little Rock, AR
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8
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Channon-Wells S, Habgood-Coote D, Vito O, Galassini R, Wright VJ, Brent AJ, Heyderman RS, Anderson ST, Eley B, Martinón-Torres F, Levin M, Kaforou M, Herberg JA. Integration and validation of host transcript signatures, including a novel 3-transcript tuberculosis signature, to enable one-step multiclass diagnosis of childhood febrile disease. J Transl Med 2024; 22:802. [PMID: 39210372 PMCID: PMC11360490 DOI: 10.1186/s12967-024-05241-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 04/27/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Whole blood host transcript signatures show great potential for diagnosis of infectious and inflammatory illness, with most published signatures performing binary classification tasks. Barriers to clinical implementation include validation studies, and development of strategies that enable simultaneous, multiclass diagnosis of febrile illness based on gene expression. METHODS We validated five distinct diagnostic signatures for paediatric infectious diseases in parallel using a single NanoString nCounter® experiment. We included a novel 3-transcript signature for childhood tuberculosis, and four published signatures which differentiate bacterial infection, viral infection, or Kawasaki disease from other febrile illnesses. Signature performance was assessed using receiver operating characteristic curve statistics. We also explored conceptual frameworks for multiclass diagnostic signatures, including additional transcripts found to be significantly differentially expressed in previous studies. Relaxed, regularised logistic regression models were used to derive two novel multiclass signatures: a mixed One-vs-All model (MOVA), running multiple binomial models in parallel, and a full-multiclass model. In-sample performance of these models was compared using radar-plots and confusion matrix statistics. RESULTS Samples from 91 children were included in the study: 23 bacterial infections (DB), 20 viral infections (DV), 14 Kawasaki disease (KD), 18 tuberculosis disease (TB), and 16 healthy controls. The five signatures tested demonstrated cross-platform performance similar to their primary discovery-validation cohorts. The signatures could differentiate: KD from other diseases with area under ROC curve (AUC) of 0.897 [95% confidence interval: 0.822-0.972]; DB from DV with AUC of 0.825 [0.691-0.959] (signature-1) and 0.867 [0.753-0.982] (signature-2); TB from other diseases with AUC of 0.882 [0.787-0.977] (novel signature); TB from healthy children with AUC of 0.910 [0.808-1.000]. Application of signatures outside of their designed context reduced performance. In-sample error rates for the multiclass models were 13.3% for the MOVA model and 0.0% for the full-multiclass model. The MOVA model misclassified DB cases most frequently (18.7%) and TB cases least (2.7%). CONCLUSIONS Our study demonstrates the feasibility of NanoString technology for cross-platform validation of multiple transcriptomic signatures in parallel. This external cohort validated performance of all five signatures, including a novel sparse TB signature. Two exploratory multi-class models showed high potential accuracy across four distinct diagnostic groups.
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Affiliation(s)
- Samuel Channon-Wells
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, UK
| | - Dominic Habgood-Coote
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, UK
| | - Ortensia Vito
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, UK
| | - Rachel Galassini
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, UK
| | - Victoria J Wright
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, UK
| | - Andrew J Brent
- Oxford University Hospitals NHS Foundation Trust, Headley Way, Headington, Oxford, UK
- Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Robert S Heyderman
- Research Department of Infection, Division of Infection and Immunity, University College London, London, UK
| | | | - Brian Eley
- Department of Paediatrics and Child Health, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Federico Martinón-Torres
- Translational Pediatrics and Infectious Diseases, Department of Pediatrics, Hospital Clínico Universitario de Santiago de Compostela, Santiago de Compostela, Galicia, Spain
- Genetics, Vaccines, Infections and Pediatrics Research Group (GENVIP), Instituto de Investigación Santiaria de Santiago, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBER-ES), Instituto de Salud Carlos III, Madrid, Spain
| | - Michael Levin
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, UK
| | - Myrsini Kaforou
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, UK
| | - Jethro A Herberg
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Imperial College London, London, UK.
- Centre for Paediatrics and Child Health, Imperial College London, London, UK.
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9
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López DA, Griffin A, Aguilar LM, Deering-Rice C, Myers EJ, Warren KJ, Welner RS, Beaudin AE. Prenatal inflammation remodels lung immunity and function by programming ILC2 hyperactivation. Cell Rep 2024; 43:114365. [PMID: 38909363 DOI: 10.1016/j.celrep.2024.114365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 04/30/2024] [Accepted: 05/31/2024] [Indexed: 06/25/2024] Open
Abstract
Here, we examine how prenatal inflammation shapes tissue function and immunity in the lung by reprogramming tissue-resident immune cells from early development. Maternal, but not fetal, type I interferon-mediated inflammation provokes expansion and hyperactivation of group 2 innate lymphoid cells (ILC2s) seeding the developing lung. Hyperactivated ILC2s produce increased IL-5 and IL-13 and are associated with acute Th2 bias, decreased Tregs, and persistent lung eosinophilia into adulthood. ILC2 hyperactivation is recapitulated by adoptive transfer of fetal liver precursors following prenatal inflammation, indicative of developmental programming at the fetal progenitor level. Reprogrammed ILC2 hyperactivation and subsequent lung immune remodeling, including persistent eosinophilia, is concomitant with worsened histopathology and increased airway dysfunction equivalent to papain exposure, indicating increased asthma susceptibility in offspring. Our data elucidate a mechanism by which early-life inflammation results in increased asthma susceptibility in the presence of hyperactivated ILC2s that drive persistent changes to lung immunity during perinatal development.
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Affiliation(s)
- Diego A López
- Department of Pathology, University of Utah, Salt Lake City, UT, USA
| | - Aleah Griffin
- Department of Biomedical Engineering, University of Utah, Salt Lake City, UT, USA
| | - Lorena Moreno Aguilar
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | | | - Elizabeth J Myers
- Department of Neurology, University of Utah, Salt Lake City, UT, USA
| | - Kristi J Warren
- Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Robert S Welner
- Department of Medicine, University of Alabama, Birmingham, AL, USA
| | - Anna E Beaudin
- Department of Pathology, University of Utah, Salt Lake City, UT, USA; Department of Internal Medicine and Program in Molecular Medicine, University of Utah, Salt Lake City, UT, USA.
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10
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López DA, Griffin A, Aguilar LM, Rice CD, Myers EJ, Warren KJ, Welner R, Beaudin AE. Prenatal inflammation reprograms hyperactive ILC2s that promote allergic lung inflammation and airway dysfunction. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.20.567899. [PMID: 38045298 PMCID: PMC10690173 DOI: 10.1101/2023.11.20.567899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
Allergic asthma is a chronic respiratory disease that initiates in early life, but causal mechanisms are poorly understood. Here we examined how prenatal inflammation shapes allergic asthma susceptibility by reprogramming lung immunity from early development. Induction of Type I interferon-mediated inflammation during development provoked expansion and hyperactivation of group 2 innate lymphoid cells (ILC2s) seeding the developing lung. Hyperactivated ILC2s produced increased IL-5 and IL-13, and were associated with acute Th2 bias, eosinophilia, and decreased Tregs in the lung. The hyperactive ILC2 phenotype was recapitulated by adoptive transfer of a fetal liver precursor following exposure to prenatal inflammation, indicative of developmental programming. Programming of ILC2 function and subsequent lung immune remodeling by prenatal inflammation led to airway dysfunction at baseline and in response to papain, indicating increased asthma susceptibility. Our data provide a link by which developmental programming of progenitors by early-life inflammation drives lung immune remodeling and asthma susceptibility through hyperactivation of lung-resident ILC2s. One Sentence Summary Prenatal inflammation programs asthma susceptibility by inducing the production of hyperactivated ILC2s in the developing lung.
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11
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Nombel A, Foray AP, Garnier L, Lombard C, Hachulla E, Bader-Meunier B, Georgin-Lavialle S, Melki I, Walzer T, Belot A, Viel S. Assessment of type I interferon response in routine practice in France in 2022. RMD Open 2023; 9:e003211. [PMID: 37321666 DOI: 10.1136/rmdopen-2023-003211] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 05/22/2023] [Indexed: 06/17/2023] Open
Abstract
An European Alliance of Associations for Rheumatology task force recently recommended specific points to consider for exploring type I interferon pathway in patients, highlighting the lack of analytical assays validated for clinical routine. We report here the French experience on a type I interferon pathway assay that has been set up and used routinely since 2018 in Lyon, France.
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Affiliation(s)
- Anais Nombel
- Immunology Laboratory, Hôpital Lyon-Sud, Hospices Civils de Lyon, Lyon, France
- International Center of Infectiology Research (CIRI), INSERM U1111, CNRS, UMR5308, ENS of Lyon, Claude Bernard University Lyon 1, Lyon, France
| | - Anne Perrine Foray
- Immunology Laboratory, Hôpital Lyon-Sud, Hospices Civils de Lyon, Lyon, France
| | - Lorna Garnier
- Immunology Laboratory, Hôpital Lyon-Sud, Hospices Civils de Lyon, Lyon, France
| | - Christine Lombard
- Immunology Laboratory, Hôpital Lyon-Sud, Hospices Civils de Lyon, Lyon, France
| | - Eric Hachulla
- Département de Médecine Interne et d'Immunologie Clinique, Centre National de Référence Maladies Systémiques et Auto-immunes Rares Nord et Nord-Ouest de France (CeRAINO), European Reference Network on Rare Connective Tissue and Musculoskeletal Diseases Network (ReCONNECT), Université de Lille, CHU Lille, Lille, France
| | - Brigitte Bader-Meunier
- Department of Paediatric Hematology-Immunology and Rheumatology, Reference center for Rheumatic, AutoImmune and Systemic diseases in children (RAISE), Necker-Enfants Malades Hospital, AP-HP, Paris, France
| | - Sophie Georgin-Lavialle
- Service Médecine Interne, Centre de référence des maladies autoinflammatoires et des amyloses (CEREMAIA), Hôpital Tenon, AP-HP, Paris, France
| | - Isabelle Melki
- General Paediatrics, Department of Infectious Disease and Internal Medicine, Reference center for Rheumatic, AutoImmune and Systemic diseases in children (RAISE), Robert Debré Mother-Child University Hospital, AP-HP, Paris, France
| | - Thierry Walzer
- International Center of Infectiology Research (CIRI), INSERM U1111, CNRS, UMR5308, ENS of Lyon, Claude Bernard University Lyon 1, Lyon, France
| | - Alexandre Belot
- International Center of Infectiology Research (CIRI), INSERM U1111, CNRS, UMR5308, ENS of Lyon, Claude Bernard University Lyon 1, Lyon, France
- Pediatric Nephrology, Rheumatology, Dermatology Department, National Referee Centre for Rheumatic and Autoimmune Diseases in Children (RAISE), Hôpital Femme-Mère Enfant, Hospices Civils de Lyon, Lyon, France
| | - Sebastien Viel
- Immunology Laboratory, Hôpital Lyon-Sud, Hospices Civils de Lyon, Lyon, France
- International Center of Infectiology Research (CIRI), INSERM U1111, CNRS, UMR5308, ENS of Lyon, Claude Bernard University Lyon 1, Lyon, France
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12
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Cojocaru E, Cojocaru C, Antoniu SA, Stafie CS, Rajnoveanu A, Rajnoveanu RM. Inhaled interferons beta and SARS-COV2 infection: a preliminary therapeutic perspective. Expert Rev Respir Med 2022; 16:257-261. [PMID: 34793285 PMCID: PMC8726005 DOI: 10.1080/17476348.2022.2008910] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 11/17/2021] [Indexed: 11/16/2022]
Abstract
INTRODUCTION SARS-COV2 infection represents a therapeutic challenge due to the limited number of effective therapies available and due to the fact that it is not clear which host response in terms of inflammation pattern is the most predictive for an optimal (and rapid) recovery. Interferon β pathway is impaired in SARS-COV2 infection and this is associated with a bigger disease burden. Exogenous inhaled interferon might be beneficial in this setting. AREAS COVERED Nebulized interferon-β is currently investigated as a potential therapy for SARS-COV2 because the available data from a phase II study demonstrate that this medication is able to accelerate the recovery from disease. EXPERT OPINION Further clinical studies are needed in order to better document the efficacy of this therapy especially in severe forms of COVID-19, the optimal duration of therapy and if such a medication is appropriate for domiciliary use. Also combined regimens with antivirals or with compounds which are able to enhance the endogenous production of interferon might be of promise.
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Affiliation(s)
- Elena Cojocaru
- Morpho-Functional Sciences II Department, Grigore T. Popa University of Medicine and Pharmacy, Iasi, Romania
| | - Cristian Cojocaru
- Medical III Department, Grigore T. Popa University of Medicine and Pharmacy, Iasi, Romania
| | | | - Celina Silvia Stafie
- Preventive Medicine and Interdisciplinarity Department, Grigore T. Popa University of Medicine and Pharmacy, Iasi, Romania
| | - Armand Rajnoveanu
- Occupational Medicine Department, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
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13
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Gupta RK, Rosenheim J, Bell LC, Chandran A, Guerra-Assuncao JA, Pollara G, Whelan M, Artico J, Joy G, Kurdi H, Altmann DM, Boyton RJ, Maini MK, McKnight A, Lambourne J, Cutino-Moguel T, Manisty C, Treibel TA, Moon JC, Chain BM, Noursadeghi M. Blood transcriptional biomarkers of acute viral infection for detection of pre-symptomatic SARS-CoV-2 infection: a nested, case-control diagnostic accuracy study. THE LANCET. MICROBE 2021; 2:e508-e517. [PMID: 34250515 PMCID: PMC8260104 DOI: 10.1016/s2666-5247(21)00146-4] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND We hypothesised that host-response biomarkers of viral infections might contribute to early identification of individuals infected with SARS-CoV-2, which is critical to breaking the chains of transmission. We aimed to evaluate the diagnostic accuracy of existing candidate whole-blood transcriptomic signatures for viral infection to predict positivity of nasopharyngeal SARS-CoV-2 PCR testing. METHODS We did a nested case-control diagnostic accuracy study among a prospective cohort of health-care workers (aged ≥18 years) at St Bartholomew's Hospital (London, UK) undergoing weekly blood and nasopharyngeal swab sampling for whole-blood RNA sequencing and SARS-CoV-2 PCR testing, when fit to attend work. We identified candidate blood transcriptomic signatures for viral infection through a systematic literature search. We searched MEDLINE for articles published between database inception and Oct 12, 2020, using comprehensive MeSH and keyword terms for "viral infection", "transcriptome", "biomarker", and "blood". We reconstructed signature scores in blood RNA sequencing data and evaluated their diagnostic accuracy for contemporaneous SARS-CoV-2 infection, compared with the gold standard of SARS-CoV-2 PCR testing, by quantifying the area under the receiver operating characteristic curve (AUROC), sensitivities, and specificities at a standardised Z score of at least 2 based on the distribution of signature scores in test-negative controls. We used pairwise DeLong tests compared with the most discriminating signature to identify the subset of best performing biomarkers. We evaluated associations between signature expression, viral load (using PCR cycle thresholds), and symptom status visually and using Spearman rank correlation. The primary outcome was the AUROC for discriminating between samples from participants who tested negative throughout the study (test-negative controls) and samples from participants with PCR-confirmed SARS-CoV-2 infection (test-positive participants) during their first week of PCR positivity. FINDINGS We identified 20 candidate blood transcriptomic signatures of viral infection from 18 studies and evaluated their accuracy among 169 blood RNA samples from 96 participants over 24 weeks. Participants were recruited between March 23 and March 31, 2020. 114 samples were from 41 participants with SARS-CoV-2 infection, and 55 samples were from 55 test-negative controls. The median age of participants was 36 years (IQR 27-47) and 69 (72%) of 96 were women. Signatures had little overlap of component genes, but were mostly correlated as components of type I interferon responses. A single blood transcript for IFI27 provided the highest accuracy for discriminating between test-negative controls and test-positive individuals at the time of their first positive SARS-CoV-2 PCR result, with AUROC of 0·95 (95% CI 0·91-0·99), sensitivity 0·84 (0·70-0·93), and specificity 0·95 (0·85-0·98) at a predefined threshold (Z score >2). The transcript performed equally well in individuals with and without symptoms. Three other candidate signatures (including two to 48 transcripts) had statistically equivalent discrimination to IFI27 (AUROCs 0·91-0·95). INTERPRETATION Our findings support further urgent evaluation and development of blood IFI27 transcripts as a biomarker for early phase SARS-CoV-2 infection for screening individuals at high risk of infection, such as contacts of index cases, to facilitate early case isolation and early use of antiviral treatments as they emerge. FUNDING Barts Charity, Wellcome Trust, and National Institute of Health Research.
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Affiliation(s)
- Rishi K Gupta
- Institute of Global Health, University College London, London, UK
- Division of Infection and Immunity, University College London, London, UK
| | - Joshua Rosenheim
- Division of Infection and Immunity, University College London, London, UK
| | - Lucy C Bell
- Division of Infection and Immunity, University College London, London, UK
| | - Aneesh Chandran
- Division of Infection and Immunity, University College London, London, UK
| | | | - Gabriele Pollara
- Division of Infection and Immunity, University College London, London, UK
| | - Matthew Whelan
- Division of Infection and Immunity, University College London, London, UK
| | - Jessica Artico
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - George Joy
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - Hibba Kurdi
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - Daniel M Altmann
- Department of Immunology and Inflammation, Imperial College London, London, UK
| | - Rosemary J Boyton
- Lung Division, Royal Brompton & Harefield NHS Foundation Trust, London, UK
| | - Mala K Maini
- Division of Infection and Immunity, University College London, London, UK
| | - Aine McKnight
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Jonathan Lambourne
- Department of Infection, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - Teresa Cutino-Moguel
- Department of Virology, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - Charlotte Manisty
- Institute of Cardiovascular Sciences, University College London, London, UK
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - Thomas A Treibel
- Institute of Cardiovascular Sciences, University College London, London, UK
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - James C Moon
- Institute of Cardiovascular Sciences, University College London, London, UK
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - Benjamin M Chain
- Division of Infection and Immunity, University College London, London, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London, UK
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14
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Hasselbalch HC, Skov V, Kjær L, Ellervik C, Poulsen A, Poulsen TD, Nielsen CH. COVID-19 as a mediator of interferon deficiency and hyperinflammation: Rationale for the use of JAK1/2 inhibitors in combination with interferon. Cytokine Growth Factor Rev 2021; 60:28-45. [PMID: 33992887 PMCID: PMC8045432 DOI: 10.1016/j.cytogfr.2021.03.006] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 03/26/2021] [Accepted: 03/27/2021] [Indexed: 02/08/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) elicits an interferon (IFN) deficiency state, which aggravates the type I interferon deficiency and slow IFN responses, which associate with e.g. aging and obesity. Additionally, SARS-CoV-2 may also elicit a cytokine storm, which accounts for disease progression and ultimately the urgent need of ventilator support. Based upon several reports, it has been argued that early treatment with IFN-alpha2 or IFN-beta, preferentially in the early disease stage, may prohibit disease progression. Similarly, preliminary studies have shown that JAK1/2 inhibitor treatment with ruxolitinib or baricitinib may decrease mortality by dampening the deadly cytokine storm, which - in addition to the virus itself - also contributes to multi-organ thrombosis and multi-organ failure. Herein, we describe the rationale for treatment with IFNs (alpha2 or beta) and ruxolitinib emphasizing the urgent need to explore these agents in the treatment of SARS-CoV-2 - both as monotherapies and in combination. In this context, we take advantage of several safety and efficacy studies in patients with the chronic myeloproliferative blood cancers (essential thrombocythemia, polycythemia vera and myelofibrosis) (MPNs), in whom IFN-alpha2 and ruxolitinib have been used successfully for the last 10 (ruxolitinib) to 30 years (IFN) as monotherapies and most recently in combination as well. In the context of these agents being highly immunomodulating (IFN boosting immune cells and JAK1/2 inhibitors being highly immunosuppressive and anti-inflammatory), we also discuss if statins and hydroxyurea, both agents possessing anti-inflammatory, antithrombotic and antiviral potentials, might be inexpensive agents to be repurposed in the treatment of SARS-CoV-2.
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Affiliation(s)
- H C Hasselbalch
- Department of Hematology, Zealand University Hospital, Roskilde, Denmark.
| | - V Skov
- Department of Hematology, Zealand University Hospital, Roskilde, Denmark
| | - L Kjær
- Department of Hematology, Zealand University Hospital, Roskilde, Denmark
| | - C Ellervik
- Department of Research, Production, Innovation, Region Zealand, Denmark; Department of Pathology, Harvard Medical School, Boston, MA, United States; Department of Laboratory Medicine, Boston Children's Hospital, Boston, MA, United States
| | - A Poulsen
- Department of Anestesiology and Intensive Care Unit, Zealand University Hospital, Roskilde, Denmark
| | - T D Poulsen
- Department of Anestesiology and Intensive Care Unit, Zealand University Hospital, Roskilde, Denmark
| | - C H Nielsen
- Institute for Inflammation Research, Center for Rheumatology and Spine Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
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15
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Venet F, Cour M, Rimmelé T, Viel S, Yonis H, Coudereau R, Amaz C, Abraham P, Monard C, Casalegno JS, Brengel-Pesce K, Lukaszewicz AC, Argaud L, Monneret G. Longitudinal assessment of IFN-I activity and immune profile in critically ill COVID-19 patients with acute respiratory distress syndrome. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2021; 25:140. [PMID: 33845874 PMCID: PMC8040759 DOI: 10.1186/s13054-021-03558-w] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 03/30/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Since the onset of the pandemic, only few studies focused on longitudinal immune monitoring in critically ill COVID-19 patients with acute respiratory distress syndrome (ARDS) whereas their hospital stay may last for several weeks. Consequently, the question of whether immune parameters may drive or associate with delayed unfavorable outcome in these critically ill patients remains unsolved. METHODS We present a dynamic description of immuno-inflammatory derangements in 64 critically ill COVID-19 patients including plasma IFNα2 levels and IFN-stimulated genes (ISG) score measurements. RESULTS ARDS patients presented with persistently decreased lymphocyte count and mHLA-DR expression and increased cytokine levels. Type-I IFN response was initially induced with elevation of IFNα2 levels and ISG score followed by a rapid decrease over time. Survivors and non-survivors presented with apparent common immune responses over the first 3 weeks after ICU admission mixing gradual return to normal values of cellular markers and progressive decrease of cytokines levels including IFNα2. Only plasma TNF-α presented with a slow increase over time and higher values in non-survivors compared with survivors. This paralleled with an extremely high occurrence of secondary infections in COVID-19 patients with ARDS. CONCLUSIONS Occurrence of ARDS in response to SARS-CoV2 infection appears to be strongly associated with the intensity of immune alterations upon ICU admission of COVID-19 patients. In these critically ill patients, immune profile presents with similarities with the delayed step of immunosuppression described in bacterial sepsis.
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Affiliation(s)
- Fabienne Venet
- Immunology Laboratory, Hôpital E. Herriot - Hospices Civils de Lyon, 5 place d'Arsonval, 69437, Lyon Cedex 03, France. .,Joint Research Unit HCL-bioMérieux, EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), 69003, Lyon, France. .,Centre International de Recherche en Infectiologie (CIRI), Inserm U1111, CNRS, UMR5308, Ecole Normale Supérieure de Lyon, Université Claude, Bernard-Lyon 1, Lyon, France.
| | - Martin Cour
- Medical Intensive Care Department, Edouard Herriot Hospital, Hospices Civils de Lyon, 69437, Lyon, France
| | - Thomas Rimmelé
- Joint Research Unit HCL-bioMérieux, EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), 69003, Lyon, France.,Anesthesia and Critical Care Medicine Department, Edouard Herriot Hospital, Hospices Civils de Lyon, 69437, Lyon, France
| | - Sebastien Viel
- Centre International de Recherche en Infectiologie (CIRI), Inserm U1111, CNRS, UMR5308, Ecole Normale Supérieure de Lyon, Université Claude, Bernard-Lyon 1, Lyon, France.,Immunology Laboratory, Lyon-Sud University Hospital, Hospices Civils de Lyon, 69495, Pierre-Bénite, France
| | - Hodane Yonis
- Medical Intensive Care Department, Croix-Rousse University Hospital, Hospices Civils de Lyon, 69004, Lyon, France
| | - Remy Coudereau
- Immunology Laboratory, Hôpital E. Herriot - Hospices Civils de Lyon, 5 place d'Arsonval, 69437, Lyon Cedex 03, France.,Joint Research Unit HCL-bioMérieux, EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), 69003, Lyon, France
| | - Camille Amaz
- Centre d'Investigation Clinique de Lyon (CIC 1407 Inserm), Hospices Civils de Lyon, 69677, Lyon, France
| | - Paul Abraham
- Anesthesia and Critical Care Medicine Department, Edouard Herriot Hospital, Hospices Civils de Lyon, 69437, Lyon, France
| | - Céline Monard
- Anesthesia and Critical Care Medicine Department, Edouard Herriot Hospital, Hospices Civils de Lyon, 69437, Lyon, France
| | - Jean-Sebastien Casalegno
- Virology Laboratory, Croix-Rousse University Hospital, Hospices Civils de Lyon, 69004, Lyon, France
| | - Karen Brengel-Pesce
- Joint Research Unit HCL-bioMérieux, EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), 69003, Lyon, France
| | - Anne-Claire Lukaszewicz
- Joint Research Unit HCL-bioMérieux, EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), 69003, Lyon, France.,Anesthesia and Critical Care Medicine Department, Edouard Herriot Hospital, Hospices Civils de Lyon, 69437, Lyon, France
| | - Laurent Argaud
- Medical Intensive Care Department, Edouard Herriot Hospital, Hospices Civils de Lyon, 69437, Lyon, France
| | - Guillaume Monneret
- Immunology Laboratory, Hôpital E. Herriot - Hospices Civils de Lyon, 5 place d'Arsonval, 69437, Lyon Cedex 03, France.,Joint Research Unit HCL-bioMérieux, EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), 69003, Lyon, France
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16
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Mommert M, Perret M, Hockin M, Viel S, Belot A, Richard JC, Mezidi M, Fassier JB, Javouhey E, Hemmert A, Mallet F, Trouillet-Assant S, Brengel-Pesce K. Type-I Interferon assessment in 45 minutes using the FilmArray ® PCR platform in SARS-CoV-2 and other viral infections. Eur J Immunol 2021; 51:989-994. [PMID: 33314090 PMCID: PMC8248375 DOI: 10.1002/eji.202048978] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 10/28/2020] [Accepted: 12/08/2020] [Indexed: 02/04/2023]
Abstract
Low concentrations of type‐I interferon (IFN) in blood seem to be associated with more severe forms of Coronavirus disease 2019 (COVID‐19). However, following the type‐I interferon response (IR) in early stage disease is a major challenge. We evaluated detection of a molecular interferon signature on a FilmArray® system, which includes PCR assays for four interferon stimulated genes. We analyzed three types of patient populations: (i) children admitted to a pediatric emergency unit for fever and suspected infection, (ii) ICU‐admitted patients with severe COVID‐19, and (iii) healthcare workers with mild COVID‐19. The results were compared to the reference tools, that is, molecular signature assessed with Nanostring® and IFN‐α2 quantification by SIMOA® (Single MOlecule Array). A strong correlation was observed between the IR measured by the FilmArray®, Nanostring®, and SIMOA® platforms (r‐Spearman 0.996 and 0.838, respectively). The FilmArray® panel could be used in the COVID‐19 pandemic to evaluate the IR in 45‐min with 2 min hand‐on‐time at hospitalization and to monitor the IR in future clinical trials.
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Affiliation(s)
- Marine Mommert
- Joint Research Unit Hospices Civils de Lyon-bioMérieux, Lyon Sud Hospital, Pierre-Bénite, France.,EA 7426 Pathophysiology of Injury-Induced Immunosuppression, Edouard Herriot Hospital, University of Lyon1-Hospices Civils de Lyon-bioMérieux, 5 Place d'Arsonval, Lyon Cedex 3, Lyon, France
| | - Magali Perret
- International Center of Research in Infectiology, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, France.,Immunology Laboratory, Hospices Civils de Lyon, , Lyon Sud Hospital, Pierre-Bénite
| | | | - Sébastien Viel
- International Center of Research in Infectiology, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, France.,Immunology Laboratory, Hospices Civils de Lyon, , Lyon Sud Hospital, Pierre-Bénite.,National Referee Centre for Rheumatic and AutoImmune and Systemic diseases in ChildrEn (RAISE).,Lyon Immunopathology Federation LIFE, Hospices Civils de Lyon, Lyon, France
| | - Alexandre Belot
- International Center of Research in Infectiology, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, France.,National Referee Centre for Rheumatic and AutoImmune and Systemic diseases in childrEn (RAISE), Lyon, France.,Lyon Immunopathology Federation LIFE, Hospices Civils de Lyon, Lyon, France.,Pediatric Nephrology, Rheumatology, Dermatology Unit, Hospices Civils de Lyon, Lyon, France
| | | | - Mehdi Mezidi
- Medical Intensive Care Unit, Hospices Civils de Lyon, Croix Rousse Hospital, Lyon, France
| | - Jean-Baptiste Fassier
- Service de médecine du travail et des pathologies professionnelles, Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, Pierre-Bénite, France
| | - Etienne Javouhey
- Pediatric Emergency Unit, Hôpital Femme Mère Enfants, Hospices Civils of Lyon, Lyon, France
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- Joint Research Unit Hospices Civils de Lyon-bioMérieux, Lyon Sud Hospital, Pierre-Bénite, France.,EA 7426 Pathophysiology of Injury-Induced Immunosuppression, Edouard Herriot Hospital, University of Lyon1-Hospices Civils de Lyon-bioMérieux, 5 Place d'Arsonval, Lyon Cedex 3, Lyon, France.,Pediatric Emergency Unit, Hôpital Femme Mère Enfants, Hospices Civils of Lyon, Lyon, France
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- Service de médecine du travail et des pathologies professionnelles, Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, Pierre-Bénite, France
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- Medical Intensive Care Unit, Hospices Civils de Lyon, Croix Rousse Hospital, Lyon, France
| | | | - François Mallet
- Joint Research Unit Hospices Civils de Lyon-bioMérieux, Lyon Sud Hospital, Pierre-Bénite, France.,EA 7426 Pathophysiology of Injury-Induced Immunosuppression, Edouard Herriot Hospital, University of Lyon1-Hospices Civils de Lyon-bioMérieux, 5 Place d'Arsonval, Lyon Cedex 3, Lyon, France
| | - Sophie Trouillet-Assant
- Joint Research Unit Hospices Civils de Lyon-bioMérieux, Lyon Sud Hospital, Pierre-Bénite, France.,International Center of Research in Infectiology, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, France
| | - Karen Brengel-Pesce
- Joint Research Unit Hospices Civils de Lyon-bioMérieux, Lyon Sud Hospital, Pierre-Bénite, France.,EA 7426 Pathophysiology of Injury-Induced Immunosuppression, Edouard Herriot Hospital, University of Lyon1-Hospices Civils de Lyon-bioMérieux, 5 Place d'Arsonval, Lyon Cedex 3, Lyon, France
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17
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Peckham H, de Gruijter NM, Raine C, Radziszewska A, Ciurtin C, Wedderburn LR, Rosser EC, Webb K, Deakin CT. Male sex identified by global COVID-19 meta-analysis as a risk factor for death and ITU admission. Nat Commun 2020; 11:6317. [PMID: 33298944 PMCID: PMC7726563 DOI: 10.1038/s41467-020-19741-6] [Citation(s) in RCA: 918] [Impact Index Per Article: 183.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 10/23/2020] [Indexed: 12/15/2022] Open
Abstract
Anecdotal evidence suggests that Coronavirus disease 2019 (COVID-19), caused by the coronavirus SARS-CoV-2, exhibits differences in morbidity and mortality between sexes. Here, we present a meta-analysis of 3,111,714 reported global cases to demonstrate that, whilst there is no difference in the proportion of males and females with confirmed COVID-19, male patients have almost three times the odds of requiring intensive treatment unit (ITU) admission (OR = 2.84; 95% CI = 2.06, 3.92) and higher odds of death (OR = 1.39; 95% CI = 1.31, 1.47) compared to females. With few exceptions, the sex bias observed in COVID-19 is a worldwide phenomenon. An appreciation of how sex is influencing COVID-19 outcomes will have important implications for clinical management and mitigation strategies for this disease.
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Affiliation(s)
- Hannah Peckham
- Centre for Adolescent Rheumatology Versus Arthritis at UCL, UCLH, GOSH, London, UK
- Centre for Rheumatology Research, Division of Medicine, UCL, London, UK
| | - Nina M de Gruijter
- Centre for Adolescent Rheumatology Versus Arthritis at UCL, UCLH, GOSH, London, UK
- Centre for Rheumatology Research, Division of Medicine, UCL, London, UK
| | - Charles Raine
- Centre for Rheumatology Research, Division of Medicine, UCL, London, UK
| | - Anna Radziszewska
- Centre for Adolescent Rheumatology Versus Arthritis at UCL, UCLH, GOSH, London, UK
- Centre for Rheumatology Research, Division of Medicine, UCL, London, UK
| | - Coziana Ciurtin
- Centre for Adolescent Rheumatology Versus Arthritis at UCL, UCLH, GOSH, London, UK
- Centre for Rheumatology Research, Division of Medicine, UCL, London, UK
| | - Lucy R Wedderburn
- Centre for Adolescent Rheumatology Versus Arthritis at UCL, UCLH, GOSH, London, UK
- Infection, Immunity and Inflammation Research and Teaching Department, UCL Great Ormond Street Institute of Child Health, London, UK
- NIHR Biomedical Research Centre at Great Ormond Street Hospital, London, UK
| | - Elizabeth C Rosser
- Centre for Adolescent Rheumatology Versus Arthritis at UCL, UCLH, GOSH, London, UK
- Centre for Rheumatology Research, Division of Medicine, UCL, London, UK
| | - Kate Webb
- Department of Paediatric Rheumatology, School of Child and Adolescent Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa.
- The Francis Crick Institute, Crick African Network, London, UK.
| | - Claire T Deakin
- Centre for Adolescent Rheumatology Versus Arthritis at UCL, UCLH, GOSH, London, UK.
- Infection, Immunity and Inflammation Research and Teaching Department, UCL Great Ormond Street Institute of Child Health, London, UK.
- NIHR Biomedical Research Centre at Great Ormond Street Hospital, London, UK.
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18
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Mary A, Hénaut L, Macq PY, Badoux L, Cappe A, Porée T, Eckes M, Dupont H, Brazier M. Rationale for COVID-19 Treatment by Nebulized Interferon-β-1b-Literature Review and Personal Preliminary Experience. Front Pharmacol 2020; 11:592543. [PMID: 33329000 PMCID: PMC7734101 DOI: 10.3389/fphar.2020.592543] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 10/19/2020] [Indexed: 12/15/2022] Open
Abstract
The inflammatory response to COVID-19 is specifically associated with an impaired type I interferon (IFN) response and complete blockade of IFN-β secretion. Clinically, nebulization of IFN-α-2b has been historically used in China to treat viral pneumonia associated with SARS-CoV. Very recent data show that the use of inhaled type I IFN is associated with decreased mortality in Chinese COVID-19 patients. However, IFN nebulization is currently not standard in Europe and the United States. Therefore, our group has set up a project aimed to evaluate the possibility to nebulize IFN-β-1b (a drug currently used in Europe to treat multiple sclerosis via subcutaneous injections) and to assess the safety of this new mode of administration in SARS-CoV-2 infected patients. We present here literature data that allowed us to build our hypothesis and to develop collaboration between clinical pharmacists, intensivists and nebulization engineers in order to gain first pre-clinical and clinical experience of IFN-β-1b nebulization. After validation of the nebulization method and verification of droplet size compatible with nebulization, the method has been applied to four intensive care patients treated at our university hospital, for whom none of the COVID-19 therapies initially used in France led to significant clinical improvement. All patients exhibited negative viral carriage and experienced clinical improvement 7-16 days after having initiated nebulized IFN-β-1b inhalation therapy. No side effects were observed. All patients were alive within a 90-days follow-up. Although it is not possible to draw firm conclusions on treatment efficacy based on this case report, our study shows that pulmonary IFN-β-1b administration is feasible, with a good safety profile. This procedure, which presents the advantage of directly targeting the lungs and reducing the risks of systemic side effects, may represent a promising therapeutic strategy for the care of patients with severe COVID-19. However, our preliminary observation requires confirmation by randomized controlled trials.
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Affiliation(s)
- Aurélien Mary
- Clinical Critical Care Pharmacy Department, Amiens-Picardie University Hospital, Amiens, France
- UR UPJV 7517, MP3CV, CURS, University of Picardie Jules Verne, Amiens, France
| | - Lucie Hénaut
- UR UPJV 7517, MP3CV, CURS, University of Picardie Jules Verne, Amiens, France
| | - Pierre Yves Macq
- Surgical Critical Care Department, Amiens-Picardie University Hospital, Amiens, France
| | - Louise Badoux
- Surgical Critical Care Department, Amiens-Picardie University Hospital, Amiens, France
| | - Arnaud Cappe
- Clinical Critical Care Pharmacy Department, Amiens-Picardie University Hospital, Amiens, France
| | | | | | - Hervé Dupont
- UR UPJV 7517, MP3CV, CURS, University of Picardie Jules Verne, Amiens, France
- Surgical Critical Care Department, Amiens-Picardie University Hospital, Amiens, France
| | - Michel Brazier
- UR UPJV 7517, MP3CV, CURS, University of Picardie Jules Verne, Amiens, France
- Department of Biochemistry, Amiens-Picardie University Hospital, Amiens, France
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19
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Trouillet-Assant S, Viel S, Gaymard A, Pons S, Richard JC, Perret M, Villard M, Brengel-Pesce K, Lina B, Mezidi M, Bitker L, Belot A. Type I IFN immunoprofiling in COVID-19 patients. J Allergy Clin Immunol 2020; 146:206-208.e2. [PMID: 32360285 PMCID: PMC7189845 DOI: 10.1016/j.jaci.2020.04.029] [Citation(s) in RCA: 207] [Impact Index Per Article: 41.4] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 04/23/2020] [Accepted: 04/24/2020] [Indexed: 01/05/2023]
Affiliation(s)
- Sophie Trouillet-Assant
- Joint Research Unit, Hospices Civils de Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, France; International Center of Research in Infectiology, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, France.
| | - Sebastien Viel
- International Center of Research in Infectiology, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, France; Immunology Laboratory, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, France; National Referee Centre for Rheumatic and AutoImmune and Systemic diseases in childrEn (RAISE), Lyon, France; Lyon Immunopathology Federation LIFE, Hospices Civils de Lyon, Lyon, France
| | - Alexandre Gaymard
- International Center of Research in Infectiology, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, France; Virology Department, Infective Agents Institute, National Reference Center for Respiratory Viruses, North Hospital Network, Lyon, France.
| | - Sylvie Pons
- Joint Research Unit, Hospices Civils de Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, France
| | - Jean-Christophe Richard
- Lyon University, CREATIS, CNRS UMR5220, Inserm U1044, INSA, Lyon, France; Intensive Care Unit, Hospices Civils de Lyon, Lyon, France
| | - Magali Perret
- International Center of Research in Infectiology, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, France; Immunology Laboratory, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, France
| | - Marine Villard
- International Center of Research in Infectiology, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, France; Immunology Laboratory, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, France
| | - Karen Brengel-Pesce
- Joint Research Unit, Hospices Civils de Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, France
| | - Bruno Lina
- International Center of Research in Infectiology, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, France; Virology Department, Infective Agents Institute, National Reference Center for Respiratory Viruses, North Hospital Network, Lyon, France
| | - Mehdi Mezidi
- Lyon University, CREATIS, CNRS UMR5220, Inserm U1044, INSA, Lyon, France; Intensive Care Unit, Hospices Civils de Lyon, Lyon, France
| | - Laurent Bitker
- Lyon University, CREATIS, CNRS UMR5220, Inserm U1044, INSA, Lyon, France; Intensive Care Unit, Hospices Civils de Lyon, Lyon, France
| | - Alexandre Belot
- International Center of Research in Infectiology, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, France; National Referee Centre for Rheumatic and AutoImmune and Systemic diseases in childrEn (RAISE), Lyon, France; Lyon Immunopathology Federation LIFE, Hospices Civils de Lyon, Lyon, France; Pediatric Nephrology, Rheumatology, Dermatology Unit, Hospices Civils de Lyon, Lyon, France
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