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Van Slambrouck J, Loopmans S, Prisciandaro E, Barbarossa A, Kortleven P, Feys S, Vandervelde CM, Jin X, Cenik I, Moermans K, Fieuws S, Provoost AL, Willems A, De Leyn P, Van Veer H, Depypere L, Jansen Y, Pirenne J, Neyrinck A, Weynand B, Vanaudenaerde B, Carmeliet G, Vos R, Van Raemdonck D, Ghesquière B, Van Weyenbergh J, Ceulemans LJ. The effect of rewarming ischemia on tissue transcriptome and metabolome signatures: a clinical observational study in lung transplantation. J Heart Lung Transplant 2024:S1053-2498(24)01905-3. [PMID: 39486771 DOI: 10.1016/j.healun.2024.10.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 09/17/2024] [Accepted: 10/21/2024] [Indexed: 11/04/2024] Open
Abstract
BACKGROUND In lung transplantation (LuTx), various ischemic phases exist, yet the rewarming ischemia time (RIT) during implantation has often been overlooked. During RIT, lungs are deflated and exposed to the body temperature in the recipient's chest cavity. Our prior clinical findings demonstrated that prolonged RIT increases the risk of primary graft dysfunction. However, the molecular mechanisms of rewarming ischemic injury in this context remain unexplored. We aimed to characterize the rewarming ischemia phase during LuTx by measuring organ temperature and comparing transcriptome and metabolome profiles in tissue obtained at the end versus the start of implantation. METHODS In a clinical observational study, 34 double-LuTx with ice preservation were analyzed. Lung core and surface temperature (n=65 and 55 lungs) was measured during implantation. Biopsies (n=59 lungs) were wedged from right middle lobe and left lingula at start and end of implantation. Tissue transcriptomic and metabolomic profiling were performed. RESULTS Temperature increased rapidly during implantation, reaching core/surface temperatures of 21.5°C/25.4°C within 30min. Transcriptomics showed increased pro-inflammatory signaling and oxidative stress at the end of implantation. Upregulation of NLRP3 and NFKB1 correlated with RIT. Metabolomics indicated elevated levels of amino acids, hypoxanthine, uric acid, cysteineglutathione disulfide alongside decreased levels of glucose and carnitines. Arginine, tyrosine, and 1-carboxyethylleucine showed correlation with incremental RIT. CONCLUSIONS The final rewarming ischemia phase in LuTx involves rapid organ rewarming, accompanied by transcriptomic and metabolomic changes indicating pro-inflammatory signaling and disturbed cell metabolism. Limiting implantation time and lung cooling represent potential interventions to alleviate rewarming ischemic injury.
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Affiliation(s)
- Jan Van Slambrouck
- Department of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium; Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium
| | - Shauni Loopmans
- Department of Cellular and Molecular Medicine, Laboratory of Applied Mass Spectrometry, KU Leuven, Leuven, Belgium; Center for Cancer Biology, Metabolomics Core Facility Leuven, VIB, Leuven, Belgium
| | - Elena Prisciandaro
- Department of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium; Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium
| | - Annalisa Barbarossa
- Department of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium; Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium
| | - Phéline Kortleven
- Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium; Department of Pharmaceutical and Pharmacological Sciences, Molecular Virology and Gene Therapy, KU Leuven, Leuven, Belgium
| | - Simon Feys
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical Infectious and Inflammatory Disorders, KU Leuven, Leuven, Belgium; Department of Medical Intensive Care, University Hospitals Leuven, Leuven, Belgium
| | - Christelle M Vandervelde
- Department of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium; Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium
| | - Xin Jin
- Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium
| | - Ismail Cenik
- Department of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium
| | - Karen Moermans
- Department of Chronic Diseases and Metabolism, Laboratory of Clinical and Experimental Endocrinology, KU Leuven, Leuven, Belgium
| | - Steffen Fieuws
- Department of Public Health, Interuniversity Center for Biostatistics and Statistical Bioinformatics, KU Leuven, Leuven, Belgium
| | - An-Lies Provoost
- Department of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium; Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium
| | - Anton Willems
- Department of Cellular and Molecular Medicine, Laboratory of Applied Mass Spectrometry, KU Leuven, Leuven, Belgium; Center for Cancer Biology, Metabolomics Core Facility Leuven, VIB, Leuven, Belgium
| | - Paul De Leyn
- Department of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium; Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium
| | - Hans Van Veer
- Department of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium; Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium
| | - Lieven Depypere
- Department of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium; Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium
| | - Yanina Jansen
- Department of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium; Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium
| | - Jacques Pirenne
- Department of Microbiology, Immunology and Transplantation, Laboratory of Abdominal Transplantation, KU Leuven, Leuven, Belgium; Department of Abdominal Transplant Surgery, University Hospitals Leuven, Leuven, Belgium
| | - Arne Neyrinck
- Department of Cardiovascular Sciences, Anesthesiology and Algology, KU Leuven, Belgium; Department of Anesthesiology, University Hospitals Leuven, Leuven, Belgium
| | - Birgit Weynand
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium; Department of Imaging and Pathology, Laboratory of Translational Cell & Tissue Research, KU Leuven, Leuven, Belgium
| | - Bart Vanaudenaerde
- Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium
| | - Geert Carmeliet
- Department of Chronic Diseases and Metabolism, Laboratory of Clinical and Experimental Endocrinology, KU Leuven, Leuven, Belgium
| | - Robin Vos
- Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium; Department of Respiratory Diseases, University Hospitals Leuven, Leuven, Belgium
| | - Dirk Van Raemdonck
- Department of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium; Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium
| | - Bart Ghesquière
- Department of Cellular and Molecular Medicine, Laboratory of Applied Mass Spectrometry, KU Leuven, Leuven, Belgium; Center for Cancer Biology, Metabolomics Core Facility Leuven, VIB, Leuven, Belgium
| | - Johan Van Weyenbergh
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Laurens J Ceulemans
- Department of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium; Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium. https://twitter.com/CeulemansLJ
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2
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Holtz A, Van Weyenbergh J, Hong SL, Cuypers L, O'Toole Á, Dudas G, Gerdol M, Potter BI, Ntoumi F, Mapanguy CCM, Vanmechelen B, Wawina-Bokalanga T, Van Holm B, Menezes SM, Soubotko K, Van Pottelbergh G, Wollants E, Vermeersch P, Jacob AS, Maes B, Obbels D, Matheeussen V, Martens G, Gras J, Verhasselt B, Laffut W, Vael C, Goegebuer T, van der Kant R, Rousseau F, Schymkowitz J, Serrano L, Delgado J, Wenseleers T, Bours V, André E, Suchard MA, Rambaut A, Dellicour S, Maes P, Durkin K, Baele G. Emergence of the B.1.214.2 SARS-CoV-2 lineage with an Omicron-like spike insertion and a unique upper airway immune signature. BMC Infect Dis 2024; 24:1139. [PMID: 39390446 PMCID: PMC11468156 DOI: 10.1186/s12879-024-09967-w] [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: 04/22/2024] [Accepted: 09/20/2024] [Indexed: 10/12/2024] Open
Abstract
We investigate the emergence, mutation profile, and dissemination of SARS-CoV-2 lineage B.1.214.2, first identified in Belgium in January 2021. This variant, featuring a 3-amino acid insertion in the spike protein similar to the Omicron variant, was speculated to enhance transmissibility or immune evasion. Initially detected in international travelers, it substantially transmitted in Central Africa, Belgium, Switzerland, and France, peaking in April 2021. Our travel-aware phylogeographic analysis, incorporating travel history, estimated the origin to the Republic of the Congo, with primary European entry through France and Belgium, and multiple smaller introductions during the epidemic. We correlate its spread with human travel patterns and air passenger data. Further, upon reviewing national reports of SARS-CoV-2 outbreaks in Belgian nursing homes, we found this strain caused moderately severe outcomes (8.7% case fatality ratio). A distinct nasopharyngeal immune response was observed in elderly patients, characterized by 80% unique signatures, higher B- and T-cell activation, increased type I IFN signaling, and reduced NK, Th17, and complement system activation, compared to similar outbreaks. This unique immune response may explain the variant's epidemiological behavior and underscores the need for nasal vaccine strategies against emerging variants.
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Affiliation(s)
- Andrew Holtz
- Lyssavirus Epidemiology and Neuropathology Unit, Institut Pasteur, Université Paris Cité, Paris, France.
| | - Johan Van Weyenbergh
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium.
| | - Samuel L Hong
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Lize Cuypers
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
- Department of Laboratory Medicine, University Hospitals Leuven, National Reference Centre for Respiratory Pathogens, Leuven, Belgium
| | - Áine O'Toole
- Institute of Ecology and Evolution, University of Edinburgh, Edinburgh, UK
| | - Gytis Dudas
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius, Lithuania
| | - Marco Gerdol
- Department of Life Sciences, University of Trieste, Trieste, Italy
| | - Barney I Potter
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Francine Ntoumi
- Fondation Congolaise Pour La Recherche Médicale, Brazzaville, Republic of Congo
- Institute for Tropical Medicine, University of Tübingen, Tübingen, Germany
| | - Claujens Chastel Mfoutou Mapanguy
- Fondation Congolaise Pour La Recherche Médicale, Brazzaville, Republic of Congo
- Faculty of Sciences and Techniques, University Marien Ngouabi, Brazzaville, Republic of Congo
| | - Bert Vanmechelen
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Tony Wawina-Bokalanga
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Bram Van Holm
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Soraya Maria Menezes
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | | | | | - Elke Wollants
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Pieter Vermeersch
- Department of Laboratory Medicine, University Hospitals Leuven, National Reference Centre for Respiratory Pathogens, Leuven, Belgium
| | - Ann-Sophie Jacob
- Department of Laboratory Medicine, University Hospitals Leuven, National Reference Centre for Respiratory Pathogens, Leuven, Belgium
| | - Brigitte Maes
- Laboratory for Molecular Diagnostics, Jessa Hospital, Hasselt, Belgium
- Hasselt University, Hasselt, Belgium
- Limburg Clinical Research Center, Hasselt, Belgium
| | | | - Veerle Matheeussen
- Department of Laboratory Medicine, Antwerp University Hospital (UZA), Edegem, Belgium
- Laboratory of Medical Biochemistry and Laboratory of Medical Microbiology, University of Antwerp, Wilrijk, Belgium
| | - Geert Martens
- Department of Laboratory Medicine, AZ Delta General Hospital, Roeselare, Belgium
| | - Jérémie Gras
- Institut de Pathologie Et de Génétique, Gosselies, Belgium
| | - Bruno Verhasselt
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Wim Laffut
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Carl Vael
- Department of Laboratory Medicine, KLINA General Hospital, Brasschaat, AZ, Belgium
| | | | - Rob van der Kant
- Switch Laboratory, VIB Center for Brain and Disease Research and Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
- Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Frederic Rousseau
- Switch Laboratory, VIB Center for Brain and Disease Research and Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
- Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Joost Schymkowitz
- Switch Laboratory, VIB Center for Brain and Disease Research and Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
- Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Luis Serrano
- Center for Genomic Regulation, Barcelona Institute for Science and Technology, 08003, Barcelona, Spain
- Universitat Pompeu Fabra, 08002, Barcelona, Spain
- Institució Catalana de Recerca I Estudis Avançats, 08010, Barcelona, Spain
| | - Javier Delgado
- Center for Genomic Regulation, Barcelona Institute for Science and Technology, 08003, Barcelona, Spain
| | | | - Vincent Bours
- Department of Medical Genetics, CHU Liege, Liege, Belgium
| | - Emmanuel André
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Marc A Suchard
- Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, CA, USA
| | - Andrew Rambaut
- Institute of Ecology and Evolution, University of Edinburgh, Edinburgh, UK
| | - Simon Dellicour
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
- Université Libre de Bruxelles, Brussels, Belgium
| | - Piet Maes
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Keith Durkin
- Laboratory of Human Genetics, GIGA Research Institute, Liège, Belgium
| | - Guy Baele
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
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3
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Govaerts J, Van Breedam E, De Beuckeleer S, Goethals C, D'Incal CP, Di Stefano J, Van Calster S, Buyle-Huybrecht T, Boeren M, De Reu H, Paludan SR, Thiry M, Lebrun M, Sadzot-Delvaux C, Motaln H, Rogelj B, Van Weyenbergh J, De Vos WH, Vanden Berghe W, Ogunjimi B, Delputte P, Ponsaerts P. Varicella-zoster virus recapitulates its immune evasive behaviour in matured hiPSC-derived neurospheroids. Front Immunol 2024; 15:1458967. [PMID: 39351233 PMCID: PMC11439716 DOI: 10.3389/fimmu.2024.1458967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 08/13/2024] [Indexed: 10/04/2024] Open
Abstract
Varicella-zoster virus (VZV) encephalitis and meningitis are potential central nervous system (CNS) complications following primary VZV infection or reactivation. With Type-I interferon (IFN) signalling being an important first line cellular defence mechanism against VZV infection by the peripheral tissues, we here investigated the triggering of innate immune responses in a human neural-like environment. For this, we established and characterised 5-month matured hiPSC-derived neurospheroids (NSPHs) containing neurons and astrocytes. Subsequently, NSPHs were infected with reporter strains of VZV (VZVeGFP-ORF23) or Sendai virus (SeVeGFP), with the latter serving as an immune-activating positive control. Live cell and immunocytochemical analyses demonstrated VZVeGFP-ORF23 infection throughout the NSPHs, while SeVeGFP infection was limited to the outer NSPH border. Next, NanoString digital transcriptomics revealed that SeVeGFP-infected NSPHs activated a clear Type-I IFN response, while this was not the case in VZVeGFP-ORF23-infected NSPHs. Moreover, the latter displayed a strong suppression of genes related to IFN signalling and antigen presentation, as further demonstrated by suppression of IL-6 and CXCL10 production, failure to upregulate Type-I IFN activated anti-viral proteins (Mx1, IFIT2 and ISG15), as well as reduced expression of CD74, a key-protein in the MHC class II antigen presentation pathway. Finally, even though VZVeGFP-ORF23-infection seems to be immunologically ignored in NSPHs, its presence does result in the formation of stress granules upon long-term infection, as well as disruption of cellular integrity within the infected NSPHs. Concluding, in this study we demonstrate that 5-month matured hiPSC-derived NSPHs display functional innate immune reactivity towards SeV infection, and have the capacity to recapitulate the strong immune evasive behaviour towards VZV.
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Affiliation(s)
- Jonas Govaerts
- Laboratory of Experimental Hematology (LEH), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
- Laboratory of Microbiology, Parasitology and Hygiene (LMPH), University of Antwerp, Antwerp, Belgium
- Antwerp Center for Translational Immunology and Virology (ACTIV), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
| | - Elise Van Breedam
- Laboratory of Experimental Hematology (LEH), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
| | - Sarah De Beuckeleer
- Laboratory of Experimental Hematology (LEH), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
- Laboratory of Cell Biology and Histology, Antwerp Center for Advanced Microscopy, Department of Veterinary Sciences, University of Antwerp, Wilrijk, Belgium
- µNEURO Research Centre of Excellence, University of Antwerp, Wilrijk, Belgium
| | - Charlotte Goethals
- Laboratory of Experimental Hematology (LEH), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
| | - Claudio Peter D'Incal
- Cell Death Signaling - Epigenetics Lab, Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | - Julia Di Stefano
- Laboratory of Experimental Hematology (LEH), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
| | - Siebe Van Calster
- Laboratory of Experimental Hematology (LEH), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
| | - Tamariche Buyle-Huybrecht
- Laboratory of Experimental Hematology (LEH), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
- Laboratory of Microbiology, Parasitology and Hygiene (LMPH), University of Antwerp, Antwerp, Belgium
- Antwerp Center for Translational Immunology and Virology (ACTIV), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
| | - Marlies Boeren
- Laboratory of Experimental Hematology (LEH), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
- Laboratory of Microbiology, Parasitology and Hygiene (LMPH), University of Antwerp, Antwerp, Belgium
- Antwerp Center for Translational Immunology and Virology (ACTIV), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
| | - Hans De Reu
- Laboratory of Experimental Hematology (LEH), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
- Flow Cytometry and Cell Sorting Core Facility (FACSUA), University of Antwerp, Antwerp, Belgium
| | - Søren R Paludan
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Marc Thiry
- Laboratory of Cell and Tissue Biology, GIGA-Neurosciences, Cell Biology L3, University of Liège, Liege, Belgium
| | - Marielle Lebrun
- Laboratory of Virology and Immunology, GIGA-Infection, Inflammation and Immunity, University of Liège, Liège, Belgium
| | - Catherine Sadzot-Delvaux
- Laboratory of Virology and Immunology, GIGA-Infection, Inflammation and Immunity, University of Liège, Liège, Belgium
| | - Helena Motaln
- Department of Biotechnology, Jozef Stefan Institute, Ljubljana, Slovenia
| | - Boris Rogelj
- Department of Biotechnology, Jozef Stefan Institute, Ljubljana, Slovenia
- Faculty of Chemistry and Chemical Technology, University of Ljubljana, Ljubljana, Slovenia
| | - Johan Van Weyenbergh
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Winnok H De Vos
- Laboratory of Cell Biology and Histology, Antwerp Center for Advanced Microscopy, Department of Veterinary Sciences, University of Antwerp, Wilrijk, Belgium
- µNEURO Research Centre of Excellence, University of Antwerp, Wilrijk, Belgium
| | - Wim Vanden Berghe
- Cell Death Signaling - Epigenetics Lab, Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | - Benson Ogunjimi
- Antwerp Center for Translational Immunology and Virology (ACTIV), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
- Antwerp Unit for Data Analysis and Computation in Immunology and Sequencing (AUDACIS), Antwerp, Belgium
- Centre for Health Economics Research and Modelling Infectious Diseases (CHERMID), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
- Department of Paediatrics, Antwerp University Hospital, Antwerp, Belgium
| | - Peter Delputte
- Laboratory of Microbiology, Parasitology and Hygiene (LMPH), University of Antwerp, Antwerp, Belgium
- Infla-Med, University of Antwerp, Antwerp, Belgium
| | - Peter Ponsaerts
- Laboratory of Experimental Hematology (LEH), Vaccine and Infectious Disease Institute (Vaxinfectio), University of Antwerp, Antwerp, Belgium
- Flow Cytometry and Cell Sorting Core Facility (FACSUA), University of Antwerp, Antwerp, Belgium
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AbuMazen N, Chu V, Hunjan M, Lobb B, Lee S, Kurs-Lasky M, Williams JV, MacDonald W, Johnson M, Hirota JA, Shaikh N, Doxey AC. Nasopharyngeal metatranscriptomics reveals host-pathogen signatures of pediatric sinusitis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.03.03.24303663. [PMID: 38496499 PMCID: PMC10942525 DOI: 10.1101/2024.03.03.24303663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
Acute sinusitis (AS) is the fifth leading cause of antibiotic prescriptions in children. Distinguishing bacterial AS from common viral upper respiratory infections in children is crucial to prevent unnecessary antibiotic use but is challenging with current diagnostic methods. Despite its speed and cost, untargeted RNA sequencing of clinical samples from children with suspected AS has the potential to overcome several limitations of other methods. However, the utility of sequencing-based approaches in analysis of AS has not been fully explored. Here, we performed RNA-seq of nasopharyngeal samples from 221 children with clinically diagnosed AS to characterize their pathogen and host-response profiles. Results from RNA-seq were compared with those obtained using culture for three common bacterial pathogens and qRT-PCR for 12 respiratory viruses. Metatranscriptomic pathogen detection showed high concordance with culture or qRT-PCR, showing 87%/81% sensitivity (sens) / specificity (spec) for detecting bacteria, and 86%/92% (sens/spec) for viruses, respectively. We also detected an additional 22 pathogens not tested for in the clinical panel, and identified plausible pathogens in 11/19 (58%) of cases where no organism was detected by culture or qRT-PCR. We assembled genomes of 205 viruses across the samples including novel strains of coronaviruses, respiratory syncytial virus (RSV), and enterovirus D68. By analyzing host gene expression, we identified host-response signatures that distinguished bacterial and viral infections and correlated with pathogen abundance. Ultimately, our study demonstrates the potential of untargeted metatranscriptomics for in depth analysis of the etiology of AS, comprehensive host-response profiling, and using these together to work towards optimized patient care.
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Affiliation(s)
- Nooran AbuMazen
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
- Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada
| | - Vivian Chu
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
- Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada
| | - Manjot Hunjan
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
- Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada
| | - Briallen Lobb
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
- Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada
| | - Sojin Lee
- University of Pittsburgh School of Medicine, Children’s Hospital of Pittsburgh of UPMC, Division of General Academic Pediatrics
| | - Marcia Kurs-Lasky
- University of Pittsburgh School of Medicine, Children’s Hospital of Pittsburgh of UPMC, Division of General Academic Pediatrics
| | - John V. Williams
- Division of Infectious Diseases, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - William MacDonald
- University of Pittsburgh School of Medicine, Children’s Hospital of Pittsburgh of UPMC, Division of General Academic Pediatrics
| | - Monika Johnson
- Division of Infectious Diseases, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Jeremy A. Hirota
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
- Firestone Institute for Respiratory Health, St. Joseph’s Hospital, Hamilton, Ontario, Canada
- University of British Columbia, Department of Medicine, Vancouver, British Columbia, Canada
- McMaster University, Department of Medicine, Hamilton, Ontario, Canada
| | - Nader Shaikh
- University of Pittsburgh School of Medicine, Children’s Hospital of Pittsburgh of UPMC, Division of General Academic Pediatrics
| | - Andrew C. Doxey
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
- Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada
- Cheriton School of Computer Science, Waterloo, Ontario, Canada
- McMaster University, Department of Medicine, Hamilton, Ontario, Canada
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Cuypers L, Keyaerts E, Hong SL, Gorissen S, Menezes SM, Starick M, Van Elslande J, Weemaes M, Wawina-Bokalanga T, Marti-Carreras J, Vanmechelen B, Van Holm B, Bloemen M, Dogne JM, Dufrasne F, Durkin K, Ruelle J, De Mendonca R, Wollants E, Vermeersch P, Boulouffe C, Djiena A, Broucke C, Catry B, Lagrou K, Van Ranst M, Neyts J, Baele G, Maes P, André E, Dellicour S, Van Weyenbergh J. Immunovirological and environmental screening reveals actionable risk factors for fatal COVID-19 during post-vaccination nursing home outbreaks. NATURE AGING 2023:10.1038/s43587-023-00421-1. [PMID: 37217661 DOI: 10.1038/s43587-023-00421-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 04/13/2023] [Indexed: 05/24/2023]
Abstract
Coronavirus Disease 2019 (COVID-19) vaccination has resulted in excellent protection against fatal disease, including in older adults. However, risk factors for post-vaccination fatal COVID-19 are largely unknown. We comprehensively studied three large nursing home outbreaks (20-35% fatal cases among residents) by combining severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) aerosol monitoring, whole-genome phylogenetic analysis and immunovirological profiling of nasal mucosa by digital nCounter transcriptomics. Phylogenetic investigations indicated that each outbreak stemmed from a single introduction event, although with different variants (Delta, Gamma and Mu). SARS-CoV-2 was detected in aerosol samples up to 52 d after the initial infection. Combining demographic, immune and viral parameters, the best predictive models for mortality comprised IFNB1 or age, viral ORF7a and ACE2 receptor transcripts. Comparison with published pre-vaccine fatal COVID-19 transcriptomic and genomic signatures uncovered a unique IRF3 low/IRF7 high immune signature in post-vaccine fatal COVID-19 outbreaks. A multi-layered strategy, including environmental sampling, immunomonitoring and early antiviral therapy, should be considered to prevent post-vaccination COVID-19 mortality in nursing homes.
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Affiliation(s)
- Lize Cuypers
- Department of Laboratory Medicine, National Reference Centre for Respiratory Pathogens, University Hospitals Leuven, Leuven, Belgium
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, KU Leuven, Leuven, Belgium
| | - Els Keyaerts
- Department of Laboratory Medicine, National Reference Centre for Respiratory Pathogens, University Hospitals Leuven, Leuven, Belgium
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, KU Leuven, Leuven, Belgium
| | - Samuel Leandro Hong
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Sarah Gorissen
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, KU Leuven, Leuven, Belgium
| | - Soraya Maria Menezes
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Marick Starick
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Jan Van Elslande
- Department of Laboratory Medicine, National Reference Centre for Respiratory Pathogens, University Hospitals Leuven, Leuven, Belgium
| | - Matthias Weemaes
- Department of Laboratory Medicine, National Reference Centre for Respiratory Pathogens, University Hospitals Leuven, Leuven, Belgium
| | - Tony Wawina-Bokalanga
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Joan Marti-Carreras
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Bert Vanmechelen
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Bram Van Holm
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Mandy Bloemen
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Jean-Michel Dogne
- Department of Pharmacy, Namur Research Institute for Life Sciences, University of Namur, Namur, Belgium
| | - François Dufrasne
- Laboratory of Proteomics and Microbiology, University of Mons, Mons, Belgium
- Department of Infectious Diseases, Laboratory of Viral Diseases, National Institute for Public Health (Sciensano), Brussels, Belgium
| | - Keith Durkin
- Laboratory of Human Genetics, GIGA Research Institute, Liège, Belgium
| | - Jean Ruelle
- Medical Microbiology Unit (MBLG), Institute of Experimental and Clinical Research (IREC), Université Catholique de Louvain, Brussels, Belgium
| | | | - Elke Wollants
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Pieter Vermeersch
- Department of Laboratory Medicine, National Reference Centre for Respiratory Pathogens, University Hospitals Leuven, Leuven, Belgium
| | - Caroline Boulouffe
- Infectious Disease Surveillance Unit, Agence pour une vie de qualité (AVIQ), Wallonia, Belgium
| | - Achille Djiena
- Infectious Disease Surveillance Unit, Agence pour une vie de qualité (AVIQ), Wallonia, Belgium
| | - Caroline Broucke
- Outbreak Investigation Team, Agentschap zorg en gezondheid, Flanders, Belgium
| | - Boudewijn Catry
- Unit Healthcare-Associated Infections and Antimicrobial Resistance, Sciensano, Brussels, Belgium
| | - Katrien Lagrou
- Department of Laboratory Medicine, National Reference Centre for Respiratory Pathogens, University Hospitals Leuven, Leuven, Belgium
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, KU Leuven, Leuven, Belgium
| | - Marc Van Ranst
- Department of Laboratory Medicine, National Reference Centre for Respiratory Pathogens, University Hospitals Leuven, Leuven, Belgium
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Johan Neyts
- Department of Microbiology, Immunology and Transplantation, Laboratory Virology and Chemotherapy, Rega Institute, KU Leuven, Leuven, Belgium
| | - Guy Baele
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Piet Maes
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Emmanuel André
- Department of Laboratory Medicine, National Reference Centre for Respiratory Pathogens, University Hospitals Leuven, Leuven, Belgium
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, KU Leuven, Leuven, Belgium
| | - Simon Dellicour
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium
- Spatial Epidemiology Lab (SpELL), Université Libre de Bruxelles, Bruxelles, Belgium
| | - Johan Van Weyenbergh
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Leuven, Belgium.
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6
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Assone T, Menezes SM, de Toledo Gonçalves F, Folgosi VA, da Silva Prates G, Dierckx T, Braz M, Smid J, Haziot ME, Marcusso RMN, Dahy FE, Vanderlinden E, Claes S, Schols D, Bruhn R, Murphy EL, Penalva de Oliveira AC, Daelemans D, Vercauteren J, Casseb J, Van Weyenbergh J. Systemic cytokines and GlycA discriminate disease status and predict corticosteroid response in HTLV-1-associated neuroinflammation. J Neuroinflammation 2022; 19:293. [PMID: 36482436 PMCID: PMC9733207 DOI: 10.1186/s12974-022-02658-w] [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: 02/14/2022] [Accepted: 11/28/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND HTLV-1-Associated Myelopathy/Tropical Spastic Paraparesis (HAM/TSP) is an incapacitating neuroinflammatory disorder for which no disease-modifying therapy is available, but corticosteroids provide some clinical benefit. Although HAM/TSP pathogenesis is not fully elucidated, older age, female sex and higher proviral load are established risk factors. We investigated systemic cytokines and a novel chronic inflammatory marker, GlycA, as possible biomarkers of immunopathogenesis and therapeutic response in HAM/TSP, and examined their interaction with established risk factors. PATIENTS AND METHODS We recruited 110 People living with HTLV-1 (PLHTLV-1, 67 asymptomatic individuals and 43 HAM/TSP patients) with a total of 946 person-years of clinical follow-up. Plasma cytokine levels (IL-2, IL-4, IL-6, IL-10, IL-17A, IFN-γ, TNF) and GlycA were quantified by Cytometric Bead Array and 1NMR, respectively. Cytokine signaling and prednisolone response were validated in an independent cohort by nCounter digital transcriptomics. We used multivariable regression, machine learning algorithms and Bayesian network learning for biomarker identification. RESULTS We found that systemic IL-6 was positively correlated with both age (r = 0.50, p < 0.001) and GlycA (r = 0.45, p = 0.00049) in asymptomatics, revealing an 'inflammaging" signature which was absent in HAM/TSP. GlycA levels were higher in women (p = 0.0069), but cytokine levels did not differ between the sexes. IFN-γ (p = 0.007) and IL-17A (p = 0.0001) levels were increased in untreated HAM/TSP Multivariable logistic regression identified IL-17A and proviral load as independent determinants of clinical status, resulting in modest accuracy of predicting HAM/TSP status (64.1%), while a machine learning-derived decision tree classified HAM/TSP patients with 90.7% accuracy. Pre-treatment GlycA and TNF levels significantly predicted clinical worsening (measured by Osame Motor Disability Scale), independent of proviral load. In addition, a poor prednisolone response was significantly correlated with higher post-treatment IFN-γ levels. Likewise, a transcriptomic IFN signaling score, significantly correlated with previously proposed HAM/TSP biomarkers (CASP5/CXCL10/FCGR1A/STAT1), was efficiently blunted by in vitro prednisolone treatment of PBMC from PLHTLV-1 and incident HAM/TSP. CONCLUSIONS An age-related increase in systemic IL-6/GlycA levels reveals inflammaging in PLHTLV-1, in the absence of neurological disease. IFN-γ and IL-17A are biomarkers of untreated HAM/TSP, while pre-treatment GlycA and TNF predict therapeutic response to prednisolone pulse therapy, paving the way for a precision medicine approach in HAM/TSP.
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Affiliation(s)
- Tatiane Assone
- Laboratory of Medical Investigation LIM 56, Division of Dermatology and Institute of Tropical Medicine of Sao Paulo, Medical School, University of São Paulo, São Paulo, SP, Brazil
- Laboratory of Immunohematology and Forensic Hematology-LIM40, Department of Forensic Medicine, Medical Ethics, Social Medicine and Work, University of São Paulo Medical School, São Paulo, Brazil
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Soraya Maria Menezes
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Fernanda de Toledo Gonçalves
- Laboratory of Medical Investigation LIM 56, Division of Dermatology and Institute of Tropical Medicine of Sao Paulo, Medical School, University of São Paulo, São Paulo, SP, Brazil
- Laboratory of Immunohematology and Forensic Hematology-LIM40, Department of Forensic Medicine, Medical Ethics, Social Medicine and Work, University of São Paulo Medical School, São Paulo, Brazil
| | - Victor Angelo Folgosi
- Laboratory of Medical Investigation LIM 56, Division of Dermatology and Institute of Tropical Medicine of Sao Paulo, Medical School, University of São Paulo, São Paulo, SP, Brazil
- Laboratory of Immunohematology and Forensic Hematology-LIM40, Department of Forensic Medicine, Medical Ethics, Social Medicine and Work, University of São Paulo Medical School, São Paulo, Brazil
| | - Gabriela da Silva Prates
- Laboratory of Medical Investigation LIM 56, Division of Dermatology and Institute of Tropical Medicine of Sao Paulo, Medical School, University of São Paulo, São Paulo, SP, Brazil
- Laboratory of Immunohematology and Forensic Hematology-LIM40, Department of Forensic Medicine, Medical Ethics, Social Medicine and Work, University of São Paulo Medical School, São Paulo, Brazil
| | - Tim Dierckx
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Marcos Braz
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
- Programa de Pós-Graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Bahia, Brazil
| | - Jerusa Smid
- Institute of Infectious Diseases "Emilio Ribas" (IIER) de São Paulo, São Paulo, SP, Brazil
| | - Michel E Haziot
- Institute of Infectious Diseases "Emilio Ribas" (IIER) de São Paulo, São Paulo, SP, Brazil
| | - Rosa M N Marcusso
- Institute of Infectious Diseases "Emilio Ribas" (IIER) de São Paulo, São Paulo, SP, Brazil
| | - Flávia E Dahy
- Institute of Infectious Diseases "Emilio Ribas" (IIER) de São Paulo, São Paulo, SP, Brazil
| | - Evelien Vanderlinden
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Sandra Claes
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Dominique Schols
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Roberta Bruhn
- Vitalant Research Institute, San Francisco, CA, USA
- University of California San Francisco, San Francisco, CA, USA
| | - Edward L Murphy
- Vitalant Research Institute, San Francisco, CA, USA
- University of California San Francisco, San Francisco, CA, USA
| | | | - Dirk Daelemans
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Jurgen Vercauteren
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Jorge Casseb
- Laboratory of Medical Investigation LIM 56, Division of Dermatology and Institute of Tropical Medicine of Sao Paulo, Medical School, University of São Paulo, São Paulo, SP, Brazil
- Laboratory of Immunohematology and Forensic Hematology-LIM40, Department of Forensic Medicine, Medical Ethics, Social Medicine and Work, University of São Paulo Medical School, São Paulo, Brazil
| | - Johan Van Weyenbergh
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium.
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7
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Buonsenso D, Sodero G, Valentini P. Transcript host-RNA signatures to discriminate bacterial and viral infections in febrile children. Pediatr Res 2022; 91:454-463. [PMID: 34912024 DOI: 10.1038/s41390-021-01890-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 11/08/2021] [Accepted: 11/30/2021] [Indexed: 12/29/2022]
Abstract
Traditional laboratory markers, such as white blood cell count, C-reactive protein, and procalcitonin, failed to discriminate viral and bacterial infections in children. The lack of an accurate diagnostic test has a negative impact on child's care, limiting the ability of early diagnosis and appropriate management of children. This, on the one hand, may lead to delayed recognition of sepsis and severe bacterial infections, which still represent the leading causes of child morbidity and mortality. On the other hand, this may lead to overuse of empiric antibiotic therapies, particularly for specific subgroups of patients, such as infants younger than 90 days of life or neutropenic patients. This approach has an adverse effect on costs, antibiotic resistance, and pediatric microbiota. Transcript host-RNA signatures are a new tool used to differentiate viral from bacterial infections by analyzing the transcriptional biosignatures of RNA in host leukocytes. In this systematic review, we evaluate the efficacy and the possible application of this new diagnostic method in febrile children, along with challenges in its implementation. Our review support the growing evidence that the application of these new tools can improve the characterization of the spectrum of bacterial and viral infections and optimize the use of antibiotics in children. IMPACT: Transcript host RNA signatures may allow to better characterize the spectrum of viral, bacterial, and inflammatory illnesses in febrile children and can be used with traditional diagnostic methods to determine if and when to start antibiotic therapy. This is the first review on the use of transcript RNA signatures in febrile children to distinguish viral from bacterial infections. Our review identified a wide variability of target populations and gold standards used to define sepsis and SBIs, limiting the generalization of our findings.
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Affiliation(s)
- Danilo Buonsenso
- Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168, Rome, Italy. .,Global Health Research Institute, Istituto di Igiene, Università Cattolica del Sacro Cuore, 00168, Rome, Italy. .,Dipartimento di Scienze Biotecnologiche di Base, Cliniche Intensivologiche e Perioperatorie, Università Cattolica del Sacro Cuore, 00168, Rome, Italy. .,Danilo Buonsenso, Largo A. Gemelli 8, 00168, Rome, Italy.
| | - Giorgio Sodero
- Istituto di Pediatria, Università Cattolica del Sacro Cuore, 00168, Rome, Italy
| | - Piero Valentini
- Global Health Research Institute, Istituto di Igiene, Università Cattolica del Sacro Cuore, 00168, Rome, Italy.,Dipartimento di Scienze Biotecnologiche di Base, Cliniche Intensivologiche e Perioperatorie, Università Cattolica del Sacro Cuore, 00168, Rome, Italy.,Istituto di Pediatria, Università Cattolica del Sacro Cuore, 00168, Rome, Italy
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8
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Lloréns-Rico V, Gregory AC, Van Weyenbergh J, Jansen S, Van Buyten T, Qian J, Braz M, Menezes SM, Van Mol P, Vanderbeke L, Dooms C, Gunst J, Hermans G, Meersseman P, Wauters E, Neyts J, Lambrechts D, Wauters J, Raes J. Clinical practices underlie COVID-19 patient respiratory microbiome composition and its interactions with the host. Nat Commun 2021; 12:6243. [PMID: 34716338 PMCID: PMC8556379 DOI: 10.1038/s41467-021-26500-8] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 10/06/2021] [Indexed: 12/11/2022] Open
Abstract
Understanding the pathology of COVID-19 is a global research priority. Early evidence suggests that the respiratory microbiome may be playing a role in disease progression, yet current studies report contradictory results. Here, we examine potential confounders in COVID-19 respiratory microbiome studies by analyzing the upper (n = 58) and lower (n = 35) respiratory tract microbiome in well-phenotyped COVID-19 patients and controls combining microbiome sequencing, viral load determination, and immunoprofiling. We find that time in the intensive care unit and type of oxygen support, as well as associated treatments such as antibiotic usage, explain the most variation within the upper respiratory tract microbiome, while SARS-CoV-2 viral load has a reduced impact. Specifically, mechanical ventilation is linked to altered community structure and significant shifts in oral taxa previously associated with COVID-19. Single-cell transcriptomics of the lower respiratory tract of COVID-19 patients identifies specific oral bacteria in physical association with proinflammatory immune cells, which show higher levels of inflammatory markers. Overall, our findings suggest confounders are driving contradictory results in current COVID-19 microbiome studies and careful attention needs to be paid to ICU stay and type of oxygen support, as bacteria favored in these conditions may contribute to the inflammatory phenotypes observed in severe COVID-19 patients.
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Affiliation(s)
- Verónica Lloréns-Rico
- Laboratory of Molecular Bacteriology, Department of Microbiology and Immunology, Rega Institute, KU Leuven, Leuven, Belgium
- Center for Microbiology, VIB, Leuven, Belgium
| | - Ann C Gregory
- Laboratory of Molecular Bacteriology, Department of Microbiology and Immunology, Rega Institute, KU Leuven, Leuven, Belgium
- Center for Microbiology, VIB, Leuven, Belgium
| | - Johan Van Weyenbergh
- Laboratory for Clinical and Evolutionary Virology, Department of Microbiology and Immunology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Sander Jansen
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Tina Van Buyten
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Junbin Qian
- Zhejiang Provincial Key Laboratory of Precision Diagnosis and Therapy for Major Gynecological Diseases, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Institute of Genetics, Zhejiang University School of Medicine, Hangzhou, China
| | - Marcos Braz
- Laboratory for Clinical and Evolutionary Virology, Department of Microbiology and Immunology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Soraya Maria Menezes
- Laboratory for Clinical and Evolutionary Virology, Department of Microbiology and Immunology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Pierre Van Mol
- Laboratory of Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, VIB, Leuven, Belgium
- Department of Pneumology, University Hospitals Leuven, Leuven, Belgium
| | - Lore Vanderbeke
- Laboratory of Clinical Bacteriology and Mycology, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Christophe Dooms
- Department of Pneumology, University Hospitals Leuven, Leuven, Belgium
- Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium
| | - Jan Gunst
- Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Greet Hermans
- Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Philippe Meersseman
- Laboratory for Clinical Infectious and Inflammatory Disorders, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Els Wauters
- Department of Pneumology, University Hospitals Leuven, Leuven, Belgium
- Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium
| | - Johan Neyts
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Diether Lambrechts
- Laboratory of Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, VIB, Leuven, Belgium
| | - Joost Wauters
- Laboratory for Clinical Infectious and Inflammatory Disorders, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Jeroen Raes
- Laboratory of Molecular Bacteriology, Department of Microbiology and Immunology, Rega Institute, KU Leuven, Leuven, Belgium.
- Center for Microbiology, VIB, Leuven, Belgium.
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10
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Differential Markers of Bacterial and Viral Infections in Children for Point-of-Care Testing. Trends Mol Med 2020; 26:1118-1132. [PMID: 33008730 PMCID: PMC7522093 DOI: 10.1016/j.molmed.2020.09.004] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 08/22/2020] [Accepted: 09/02/2020] [Indexed: 02/08/2023]
Abstract
Children suffering from infectious diseases, both bacterial and viral, are often treated with empirical antibiotics. Keeping in mind both the menace of microorganisms and antibiotic toxicity, it is imperative to develop point-of-care testing (POCT) to discriminate bacterial from viral infections, and to define indications for antibiotic treatment. This article reviews potential protein biomarkers and host-derived gene expression signatures for differentiating between bacterial and viral infections in children, and focuses on emerging multiplex POCT devices for the simultaneous detection of sets of protein biomarkers or streamlined gene expression signatures that may provide rapid and cost-effective pathogen-discriminating tools. Bacteria and viruses activate or inhibit different signaling pathways in the cells they infect, and further give rise to different host transcriptional signatures as well as to unique protein biomarkers. Many of the newly evaluated protein biomarkers, especially in combination, have better discriminative value for distinguishing between bacterial and viral infections than the biomarkers that are currently used for examining infections in children. The transcriptomes of children undergo remarkable changes when they are infected by different types of bacteria and viruses. Approaches based on host-derived DNA/RNA signatures can accurately discriminate bacterial from viral infections. Emerging multiplex POCT techniques allow simultaneous testing of protein- or gene-based biomarkers in an outpatient setting.
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11
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Effects of 10-valent pneumococcal conjugate (PCV10) vaccination on the nasopharyngeal microbiome. Vaccine 2020; 38:1436-1443. [DOI: 10.1016/j.vaccine.2019.11.079] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2019] [Revised: 11/19/2019] [Accepted: 11/28/2019] [Indexed: 01/02/2023]
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