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Spiteri AG, Wishart CL, Pinget GV, Purohit SK, Macia L, King NJ, Niewold P. NK cell profiling in West Nile virus encephalitis reveals potential metabolic basis for functional inhibition. Immunol Cell Biol 2024; 102:280-291. [PMID: 38421112 DOI: 10.1111/imcb.12739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 02/09/2024] [Accepted: 02/09/2024] [Indexed: 03/02/2024]
Abstract
Natural killer (NK) cells are cytotoxic lymphocytes important for viral defense. West Nile virus (WNV) infection of the central nervous system (CNS) causes marked recruitment of bone marrow (BM)-derived monocytes, T cells and NK cells, resulting in severe neuroinflammation and brain damage. Despite substantial numbers of NK cells in the CNS, their function and phenotype remain largely unexplored. Here, we demonstrate that NK cells mature from the BM to the brain, upregulate inhibitory receptors and show reduced cytokine production and degranulation, likely due to the increased expression of the inhibitory NK cell molecule, MHC-I. Intriguingly, this correlated with a reduction in metabolism associated with cytotoxicity in brain-infiltrating NK cells. Importantly, the degranulation and killing capability were restored in NK cells isolated from WNV-infected tissue, suggesting that WNV-induced NK cell inhibition occurs in the CNS. Overall, this work identifies a potential link between MHC-I inhibition of NK cells and metabolic reduction of their cytotoxicity during infection.
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Affiliation(s)
- Alanna G Spiteri
- Viral Immunopathology Laboratory, Infection, Immunity and Inflammation Research Theme, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
| | - Claire L Wishart
- Viral Immunopathology Laboratory, Infection, Immunity and Inflammation Research Theme, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
| | - Gabriela V Pinget
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
| | - Shivam K Purohit
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
| | - Laurence Macia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- Sydney Cytometry, The University of Sydney and Centenary Institute, Sydney, NSW, Australia
| | - Nicholas Jc King
- Viral Immunopathology Laboratory, Infection, Immunity and Inflammation Research Theme, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- Sydney Cytometry, The University of Sydney and Centenary Institute, Sydney, NSW, Australia
- The University of Sydney Institute for Infectious Diseases, The University of Sydney, Sydney, NSW, Australia
- The University of Sydney Nano Institute, The University of Sydney, Sydney, NSW, Australia
| | - Paula Niewold
- Viral Immunopathology Laboratory, Infection, Immunity and Inflammation Research Theme, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- Department of Infectious Diseases, Leiden University Medical Centre, Leiden, The Netherlands
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Spiteri AG, van Vreden C, Ashhurst TM, Niewold P, King NJC. Clodronate is not protective in lethal viral encephalitis despite substantially reducing inflammatory monocyte infiltration in the CNS. Front Immunol 2023; 14:1203561. [PMID: 37545511 PMCID: PMC10403146 DOI: 10.3389/fimmu.2023.1203561] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 06/30/2023] [Indexed: 08/08/2023] Open
Abstract
Bone marrow (BM)-derived monocytes induce inflammation and tissue damage in a range of pathologies. In particular, in a mouse model of West Nile virus (WNV) encephalitis (WNE), nitric oxide-producing, Ly6Chi inflammatory monocytes from the BM are recruited to the central nervous system (CNS) and contribute to lethal immune pathology. Reducing the migration of these cells into the CNS using monoclonal antibody blockade, immune-modifying particles or CSF-1R inhibitors reduces neuroinflammation, improving survival and/or clinical outcomes. Macrophages can also be targeted more broadly by administration of clodronate-encapsulated liposomes, which induce apoptosis in phagocytes. In this study, clodronate reduced the inflammatory infiltrate by 70% in WNE, however, surprisingly, this had no effect on disease outcome. More detailed analysis demonstrated a compensatory increase in neutrophils and enhanced activation status of microglia in the brain. In addition, we observed increased numbers of Ly6Chi BM monocytes with an increased proliferative capacity and expression of SCA-1 and CD16/32, potentially indicating output of immature cells from the BM. Once in the brain, these cells were more phagocytic and had a reduced expression of antigen-presenting molecules. Lastly, we show that clodronate also reduces non-myeloid cells in the spleen and BM, as well as ablating red blood cells and their proliferation. These factors likely impeded the therapeutic potential of clodronate in WNE. Thus, while clodronate provides an excellent system to deplete macrophages in the body, it has larger and broader effects on the phagocytic and non-phagocytic system, which must be considered in the interpretation of data.
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Affiliation(s)
- Alanna G. Spiteri
- Viral Immunopathology Laboratory, Infection, Immunity and Inflammation Research Theme, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
| | - Caryn van Vreden
- Viral Immunopathology Laboratory, Infection, Immunity and Inflammation Research Theme, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
| | - Thomas M. Ashhurst
- Sydney Cytometry, The University of Sydney and Centenary Institute, Sydney, NSW, Australia
| | - Paula Niewold
- Viral Immunopathology Laboratory, Infection, Immunity and Inflammation Research Theme, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- Department of Infectious Diseases, Leiden University Medical Centre, Leiden, Netherlands
| | - Nicholas J. C. King
- Viral Immunopathology Laboratory, Infection, Immunity and Inflammation Research Theme, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- Sydney Cytometry, The University of Sydney and Centenary Institute, Sydney, NSW, Australia
- The University of Sydney Institute for Infectious Diseases, The University of Sydney, Sydney, NSW, Australia
- The University of Sydney Nano Institute, The University of Sydney, Sydney, NSW, Australia
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3
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Niewold P, Dijkstra DJ, Cai Y, Goletti D, Palmieri F, van Meijgaarden KE, Verreck FAW, Akkerman OW, Hofland RW, Delemarre EM, Nierkens S, Verheul MK, Pollard AJ, van Dissel JT, Ottenhoff THM, Trouw LA, Joosten SA. Identification of circulating monocytes as producers of tuberculosis disease biomarker C1q. Sci Rep 2023; 13:11617. [PMID: 37464009 DOI: 10.1038/s41598-023-38889-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 07/17/2023] [Indexed: 07/20/2023] Open
Abstract
Tuberculosis (TB) is a prevalent disease causing an estimated 1.6 million deaths and 10.6 million new cases annually. Discriminating TB disease from differential diagnoses can be complex, particularly in the field. Increased levels of complement component C1q in serum have been identified as a specific and accessible biomarker for TB disease but the source of C1q in circulation has not been identified. Here, data and samples previously collected from human cohorts, a clinical trial and a non-human primate study were used to identify cells producing C1q in circulation. Cell subset frequencies were correlated with serum C1q levels and combined with single cell RNA sequencing and flow cytometry analyses. This identified monocytes as C1q producers in circulation, with a pronounced expression of C1q in classical and intermediate monocytes and variable expression in non-classical monocytes.
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Affiliation(s)
- Paula Niewold
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, the Netherlands.
| | - Douwe J Dijkstra
- Department of Immunology, Leiden University Medical Center, Leiden, the Netherlands
| | - Yi Cai
- Guangdong Key Laboratory of Regional Immunity and Diseases, Department of Pathogen Biology, Shenzhen University Medical School, Shenzhen, China
| | - Delia Goletti
- Translational Research Unit, Department of Epidemiology and Preclinical Research, National Institute for Infectious Diseases, Rome, Italy
| | - Fabrizio Palmieri
- Respiratory Infectious Diseases Unit, Clinical Department, National Institute for Infectious Diseases, Rome, Italy
| | | | - Frank A W Verreck
- Section of TB Research & Immunology, Department of Parasitology, Biomedical Primate Research Centre (BPRC), Rijswijk, the Netherlands
| | - Onno W Akkerman
- Department of Pulmonary Disease and Tuberculosis, University of Groningen, Groningen, the Netherlands
- Tuberculosis Center Beatrixoord, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Regina W Hofland
- Department of Pulmonary Diseases and Tuberculosis, University Medical Center Utrecht, Utrecht, the Netherlands
| | | | - Stefan Nierkens
- Center for Translational Immunology, UMC Utrecht, Utrecht, the Netherlands
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Marije K Verheul
- Oxford Vaccine Group, Department of Pediatrics, University of Oxford and NIHR Oxford Biomedical Research Centre, Oxford, UK
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, 3720 BA, The Netherlands
| | - Andrew J Pollard
- Oxford Vaccine Group, Department of Pediatrics, University of Oxford and NIHR Oxford Biomedical Research Centre, Oxford, UK
| | - Jaap T van Dissel
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, the Netherlands
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, 3720 BA, The Netherlands
| | - Tom H M Ottenhoff
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, the Netherlands
| | - Leendert A Trouw
- Department of Immunology, Leiden University Medical Center, Leiden, the Netherlands
| | - Simone A Joosten
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, the Netherlands
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van Wolfswinkel M, van Meijgaarden KE, Ottenhoff THM, Niewold P, Joosten SA. Extensive flow cytometric immunophenotyping of human PBMC incorporating detection of chemokine receptors, cytokines and tetramers. Cytometry A 2023. [PMID: 36898852 DOI: 10.1002/cyto.a.24727] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 01/19/2023] [Accepted: 02/24/2023] [Indexed: 03/12/2023]
Abstract
Characterization of immune cells is essential to advance our understanding of immunology and flow cytometry is an important tool in this context. Addressing both cellular phenotype and antigen-specific functional responses of the same cells is valuable to achieve a more integrated understanding of immune cell behavior and maximizes information obtained from precious samples. Until recently, panel size was limiting, resulting in panels generally focused on either deep immunophenotyping or functional readouts. Ongoing developments in the field of (spectral) flow cytometry have made panels of 30+ markers more accessible, opening up possibilities for advanced integrated analyses. Here, we optimized immune phenotyping by co-detection of markers covering chemokine receptors, cytokines and specific T cell/peptide tetramer interaction using a 32-color panel. Such panels enable integrated analysis of cellular phenotypes and markers assessing the quality of immune responses and will contribute to our understanding of the immune system.
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Affiliation(s)
| | | | - Tom H M Ottenhoff
- Department of Infectious Diseases, Leiden University Medical Center, The Netherlands
| | - Paula Niewold
- Department of Infectious Diseases, Leiden University Medical Center, The Netherlands
| | - Simone A Joosten
- Department of Infectious Diseases, Leiden University Medical Center, The Netherlands
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Lai C, Chadban SJ, Loh YW, Kwan TKT, Wang C, Singer J, Niewold P, Ling Z, Spiteri A, Getts D, King NJC, Wu H. Targeting inflammatory monocytes by immune-modifying nanoparticles prevents acute kidney allograft rejection. Kidney Int 2022; 102:1090-1102. [PMID: 35850291 DOI: 10.1016/j.kint.2022.06.024] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 05/22/2022] [Accepted: 06/17/2022] [Indexed: 12/31/2022]
Abstract
Inflammatory monocytes are a major component of the cellular infiltrate in acutely rejecting human kidney allografts. Since immune-modifying nanoparticles (IMPs) bind to circulating inflammatory monocytes via the specific scavenger receptor MARCO, causing diversion to the spleen and subsequent apoptosis, we investigated the therapeutic potential of negatively charged, 500-nm diameter polystyrene IMPs to prevent kidney allograft rejection. Kidney transplants were performed from BALB/c (H2d) to C57BL/6 (H2b) mice in two groups: controls (allo) and allo mice infused with IMPs. Groups were studied for 14 (acute rejection) or 100 (chronic rejection) days. Allo mice receiving IMPs exhibited superior survival and markedly less acute rejection, with better kidney function, less tubulitis, and diminished inflammatory cell density, cytokine and cytotoxic molecule expression in the allograft and lower titers of donor-specific IgG2c antibody in serum at day 14, as compared to allo mice. Cells isolated from kidneys from allo mice receiving IMPs showed reduced Ly6Chi monocytes, CD11b+ cells and NKT+ cells compared to allo mice. IMPs predominantly bound CD11b+ cells in the bloodstream and CD11b+ and CD11c-B220+ marginal zone B cells in the spleen. In the spleen, IMPs were found predominantly in red pulp, colocalized with MARCO and expression of cleaved caspase-3. At day 100, allo mice receiving IMPs exhibited reduced macrophage M1 responses but were not protected from chronic rejection. IMPs afforded significant protection from acute rejection, inhibiting both innate and adaptive alloimmunity. Thus, our current experimental findings, coupled with our earlier demonstration of IMP-induced protection in kidney ischemia-reperfusion injury, identify IMPs as a potential induction agent in kidney transplantation.
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Affiliation(s)
- Christina Lai
- Kidney Node Laboratory, the Charles Perkins Centre, University of Sydney, Sydney, Australia; Department of Renal Medicine, Kidney Centre, Royal Prince Alfred Hospital, Sydney, Australia
| | - Steven J Chadban
- Kidney Node Laboratory, the Charles Perkins Centre, University of Sydney, Sydney, Australia; Department of Renal Medicine, Kidney Centre, Royal Prince Alfred Hospital, Sydney, Australia.
| | - Yik Wen Loh
- Kidney Node Laboratory, the Charles Perkins Centre, University of Sydney, Sydney, Australia
| | - Tony King-Tak Kwan
- Kidney Node Laboratory, the Charles Perkins Centre, University of Sydney, Sydney, Australia
| | - Chuanmin Wang
- Kidney Node Laboratory, the Charles Perkins Centre, University of Sydney, Sydney, Australia
| | - Julian Singer
- Kidney Node Laboratory, the Charles Perkins Centre, University of Sydney, Sydney, Australia; Department of Renal Medicine, Kidney Centre, Royal Prince Alfred Hospital, Sydney, Australia
| | - Paula Niewold
- The Discipline of Pathology, the Charles Perkins Centre, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Zheng Ling
- The Discipline of Pathology, the Charles Perkins Centre, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Alanna Spiteri
- The Discipline of Pathology, the Charles Perkins Centre, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Daniel Getts
- The Discipline of Pathology, the Charles Perkins Centre, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Nicholas Jonathan Cole King
- The Discipline of Pathology, the Charles Perkins Centre, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, Australia; The University of Sydney Nano Institute, University of Sydney, Sydney, Australia
| | - Huiling Wu
- Kidney Node Laboratory, the Charles Perkins Centre, University of Sydney, Sydney, Australia; Department of Renal Medicine, Kidney Centre, Royal Prince Alfred Hospital, Sydney, Australia
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6
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Niewold P, Ijsselsteijn ME, Verreck FAW, Ottenhoff THM, Joosten SA. An imaging mass cytometry immunophenotyping panel for non-human primate tissues. Front Immunol 2022; 13:915157. [PMID: 35911721 PMCID: PMC9334813 DOI: 10.3389/fimmu.2022.915157] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 06/28/2022] [Indexed: 11/16/2022] Open
Abstract
It has recently become clear that spatial organization contributes to cellular function and that expanding our knowledge on cellular organization is essential to further our understanding of processes in health and disease. Imaging mass cytometry enables high dimensional imaging of tissue while preserving spatial context and is therefore a suitable tool to unravel spatial relationships between cells. As availability of human tissue collected over the course of disease or infection is limited, preclinical models are a valuable source of such material. Non-human primate models are used for translational research as their anatomy, physiology and immune system closely resemble those of humans due to close evolutionary proximity. Tissue from non-human primate studies is often preserved large archives encompassing a range of conditions and organs. However, knowledge on antibody clones suitable for FFPE tissue of non-human primate origin is very limited. Here, we present an imaging mass cytometry panel development pipeline which enables the selection and incorporation of antibodies for imaging of non-human primate tissue. This has resulted in an 18-marker backbone panel which enables visualization of a broad range of leukocyte subsets in rhesus and cynomolgus macaque tissues. This high-dimensional imaging mass cytometry panel can be used to increase our knowledge of cellular organization within tissues and its effect on outcome of disease.
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Affiliation(s)
- Paula Niewold
- Department of Infectious Diseases, Leiden University Medical Centre, Leiden, Netherlands
| | | | - Frank A. W. Verreck
- Section of Tuberculosis (TB) Research and Immunology, Department of Parasitology, Biomedical Primate Research Centre, Rijswijk, Netherlands
| | - Tom H. M. Ottenhoff
- Department of Infectious Diseases, Leiden University Medical Centre, Leiden, Netherlands
| | - Simone A. Joosten
- Department of Infectious Diseases, Leiden University Medical Centre, Leiden, Netherlands
- *Correspondence: Simone A. Joosten,
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Ni D, Tan J, Niewold P, Spiteri AG, Pinget GV, Stanley D, King NJC, Macia L. Impact of Dietary Fiber on West Nile Virus Infection. Front Immunol 2022; 13:784486. [PMID: 35296081 PMCID: PMC8919037 DOI: 10.3389/fimmu.2022.784486] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 02/04/2022] [Indexed: 12/11/2022] Open
Abstract
Dietary fiber supports healthy gut bacteria and their production of short-chain fatty acids (SCFA), which promote anti-inflammatory cell development, in particular, regulatory T cells. It is thus beneficial in many diseases, including influenza infection. While disruption of the gut microbiota by antibiotic treatment aggravates West Nile Virus (WNV) disease, whether dietary fiber is beneficial is unknown. WNV is a widely-distributed neurotropic flavivirus that recruits inflammatory monocytes into the brain, causing life-threatening encephalitis. To investigate the impact of dietary fiber on WNV encephalitis, mice were fed on diets deficient or enriched with dietary fiber for two weeks prior to inoculation with WNV. To induce encephalitis, mice were inoculated intranasally with WNV and maintained on these diets. Despite increased fecal SCFA acetate and changes in gut microbiota composition, dietary fiber did not affect clinical scores, leukocyte infiltration into the brain, or survival. After the brain, highest virus loads were measured in the colon in neurons of the submucosal and myenteric plexuses. Associated with this, there was disrupted gut homeostasis, with shorter colon length and higher local inflammatory cytokine levels, which were not affected by dietary fiber. Thus, fiber supplementation is not effective in WNV encephalitis.
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Affiliation(s)
- Duan Ni
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Jian Tan
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Paula Niewold
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Department of Infectious Diseases, Leiden University Medical Centre, Leiden, Netherlands
| | - Alanna Gabrielle Spiteri
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Gabriela Veronica Pinget
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Dragana Stanley
- School of Health, Medical and Applied Science, Central Queensland University, Rockhampton, QLD, Australia
| | - Nicholas Jonathan Cole King
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Sydney Institute for Infectious Diseases, The University of Sydney, Sydney, NSW, Australia
- *Correspondence: Nicholas Jonathan Cole King, ; Laurence Macia,
| | - Laurence Macia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Sydney Cytometry, The University of Sydney and The Centenary Institute, Sydney, NSW, Australia
- *Correspondence: Nicholas Jonathan Cole King, ; Laurence Macia,
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Niewold P, Ashhurst TM, Smith AL, King NJC. Evaluating spectral cytometry for immune profiling in viral disease. Cytometry A 2020; 97:1165-1179. [PMID: 32799382 DOI: 10.1002/cyto.a.24211] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 06/23/2020] [Accepted: 06/25/2020] [Indexed: 01/02/2023]
Abstract
In conventional fluorescence cytometry, each fluorophore present in a panel is measured in a target detector, through the use of wide band-pass optical filters. In contrast, spectral cytometry uses a large number of detectors with narrow band-pass filters to measure a fluorophore's signal across the spectrum, creating a more detailed fluorescent signature for each fluorophore. The spectral approach shows promise in adding flexibility to panel design and improving the measurement of fluorescent signal. However, few comparisons between conventional and spectral systems have been reported to date. We therefore sought to compare a modern conventional cytometry system with a modern spectral system, and to assess the quality of resulting datasets from the point of view of a flow cytometry user. Signal intensity, spread, and resolution were compared between the systems. Subsequently, the different methods of separating fluorophore signals were compared, where compensation mathematically separates multiple overlapping fluorophores and unmixing relies on creating a detailed fluorescent signature across the spectrum to separate the fluorophores. Within the spectral data set, signal spread and resolution were comparable between compensation and unmixing. However, for some highly overlapping fluorophores, unmixing resolved the two fluorescence signals where compensation did not. Finally, data from mid- to large-size panels were acquired and were found to have comparable resolution for many fluorophores on both instruments, but reduced levels of spreading error on our spectral system improved signal resolution for a number of fluorophores, compared with our conventional system. Furthermore, autofluorescence extraction on the spectral system allowed for greater population resolution in highly autofluorescent samples. Overall, the implementation of a spectral cytometry approach resulted in data that are comparable to that generated on conventional systems, with a number of potential advantages afforded by the larger number of detectors, and the integration of the spectral unmixing approach. © 2020 International Society for Advancement of Cytometry.
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Affiliation(s)
- Paula Niewold
- Discipline of Pathology, Charles Perkins Centre, The Faculty of Medicine and Health, Camperdown, New South Wales, Australia
| | - Thomas Myles Ashhurst
- Sydney Cytometry Core Research Facility, Charles Perkins Centre, The Centenary Institute and The University of Sydney, Johns Hopkins Drive, Camperdown, New South Wales, Australia
| | - Adrian Lloyd Smith
- Sydney Cytometry Core Research Facility, Charles Perkins Centre, The Centenary Institute and The University of Sydney, Johns Hopkins Drive, Camperdown, New South Wales, Australia
| | - Nicholas Jonathan Cole King
- Discipline of Pathology, Charles Perkins Centre, The Faculty of Medicine and Health, Camperdown, New South Wales, Australia.,Sydney Cytometry Core Research Facility, Charles Perkins Centre, The Centenary Institute and The University of Sydney, Johns Hopkins Drive, Camperdown, New South Wales, Australia
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9
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Man L, Dale AL, Klare WP, Cain JA, Sumer-Bayraktar Z, Niewold P, Solis N, Cordwell SJ. Proteomics of Campylobacter jejuni Growth in Deoxycholate Reveals Cj0025c as a Cystine Transport Protein Required for Wild-type Human Infection Phenotypes. Mol Cell Proteomics 2020; 19:1263-1280. [PMID: 32376616 PMCID: PMC8015009 DOI: 10.1074/mcp.ra120.002029] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 05/01/2020] [Indexed: 12/12/2022] Open
Abstract
Campylobacter jejuni is a major cause of food-borne gastroenteritis. Proteomics by label-based two-dimensional liquid chromatography coupled to tandem mass spectrometry (LC-MS/MS) identified proteins associated with growth in 0.1% sodium deoxycholate (DOC, a component of gut bile salts), and system-wide validation was performed by data-independent acquisition (DIA-SWATH-MS). LC-MS/MS quantified 1326 proteins (∼82% of the predicted C. jejuni proteome), of which 1104 were validated in additional biological replicates by DIA-SWATH-MS. DOC resulted in a profound proteome shift with 512 proteins showing significantly altered abundance. Induced proteins were associated with flagellar motility and antibiotic resistance; and these correlated with increased DOC motility and resistance to polymyxin B and ciprofloxacin. DOC also increased human Caco-2 cell adherence and invasion. Abundances of proteins involved in nutrient transport were altered by DOC and aligned with intracellular changes to their respective carbon sources. DOC increased intracellular levels of sulfur-containing amino acids (cysteine and methionine) and the dipeptide cystine (Cys-Cys), which also correlated with reduced resistance to oxidative stress. A DOC induced transport protein was Cj0025c, which has sequence similarity to bacterial Cys-Cys transporters. Deletion of cj0025c (Δcj0025c) resulted in proteome changes consistent with sulfur starvation, as well as attenuated invasion, reduced motility, atypical morphology, increased antimicrobial susceptibility and poor biofilm formation. Targeted metabolomics showed Δcj0025c could use known C. jejuni amino and organic acid substrates commensurate with wild-type. Medium Cys-Cys levels however, were maintained in Δcj0025c relative to wild-type. A toxic Cys-Cys mimic (selenocystine) inhibited wild-type growth, but not Δcj0025c Provision of an alternate sulfur source (2 mm thiosulfate) restored Δcj0025c motility. Our data confirm that Cj0025c is a Cys-Cys transporter that we have named TcyP consistent with the nomenclature of homologous proteins in other species.
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Affiliation(s)
- Lok Man
- School of Life and Environmental Sciences, The University of Sydney, Australia; Charles Perkins Centre, The University of Sydney, Australia
| | - Ashleigh L Dale
- School of Life and Environmental Sciences, The University of Sydney, Australia; Charles Perkins Centre, The University of Sydney, Australia
| | - William P Klare
- School of Life and Environmental Sciences, The University of Sydney, Australia; Charles Perkins Centre, The University of Sydney, Australia
| | - Joel A Cain
- School of Life and Environmental Sciences, The University of Sydney, Australia; Charles Perkins Centre, The University of Sydney, Australia
| | - Zeynep Sumer-Bayraktar
- School of Life and Environmental Sciences, The University of Sydney, Australia; Charles Perkins Centre, The University of Sydney, Australia
| | - Paula Niewold
- Charles Perkins Centre, The University of Sydney, Australia; Discipline of Pathology, School of Medical Sciences, The University of Sydney, Australia
| | - Nestor Solis
- School of Life and Environmental Sciences, The University of Sydney, Australia
| | - Stuart J Cordwell
- School of Life and Environmental Sciences, The University of Sydney, Australia; Charles Perkins Centre, The University of Sydney, Australia; Discipline of Pathology, School of Medical Sciences, The University of Sydney, Australia; Sydney Mass Spectrometry, The University of Sydney, Australia.
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Pinget GV, Tan J, Niewold P, Mazur E, Angelatos AS, King NJC, Macia L. Immune Modulation of Monocytes Dampens the IL-17 + γδ T Cell Response and Associated Psoriasis Pathology in Mice. J Invest Dermatol 2020; 140:2398-2407.e1. [PMID: 32389535 DOI: 10.1016/j.jid.2020.03.973] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 03/12/2020] [Accepted: 03/17/2020] [Indexed: 11/18/2022]
Abstract
Psoriasis is a chronic inflammatory autoimmune skin condition that affects millions of people worldwide. It is driven by IL-17-producing CD4 and γδ T cells and targeted by current anti-IL-17 or anti-IL-23 mAb therapies. These treatments are expensive, increase the risk of opportunistic infections, and do not specifically target the inflammatory cascade. Other cells, including inflammatory monocytes, have been shown to migrate to psoriatic plaques in both human disease and the imiquimod-induced mouse model and could thus constitute potential alternative therapeutic targets. In the mouse, immune modifying particles (IMPs) specifically target Ly6Chi inflammatory monocytes migrating to the site of inflammation, sequestering them in the spleen. In this project, we determined whether IMPs could mitigate the development of imiquimod -induced psoriasis in mice. IMP treatment significantly reduced imiquimod-induced psoriasis severity, decreasing dermal infiltration of Ly6Chi monocytes as well as early-stage monocyte-derived dermal macrophages. This was associated with reduced levels of hallmark cytokines IL-23 and IL-1β as well as associated IL-17-producing γδ T cells. Our work highlights the crucial importance of inflammatory monocytes in the development of this disease as well as a therapeutic potential for IMP in psoriasis.
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Affiliation(s)
- Gabriela V Pinget
- Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia; Faculty of Medicine and Health, School of Medical Sciences, The University of Sydney, Sydney, New South Wales, Australia
| | - Jian Tan
- Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia; Faculty of Medicine and Health, School of Medical Sciences, The University of Sydney, Sydney, New South Wales, Australia; Human Health, Nuclear Science & Technology and Landmark Infrastructure (NSTLI), Australian Nuclear Science and Technology Organisation, Sydney, New South Wales, Australia
| | - Paula Niewold
- Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia; Faculty of Medicine and Health, School of Medical Sciences, The University of Sydney, Sydney, New South Wales, Australia
| | - Eugenia Mazur
- Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia; Faculty of Medicine and Health, School of Medical Sciences, The University of Sydney, Sydney, New South Wales, Australia
| | - Alexandra S Angelatos
- Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia; Faculty of Medicine and Health, School of Medical Sciences, The University of Sydney, Sydney, New South Wales, Australia
| | - Nicholas J C King
- Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia; Faculty of Medicine and Health, School of Medical Sciences, The University of Sydney, Sydney, New South Wales, Australia; Sydney Cytometry, The University of Sydney and The Centenary Institute, Camperdown, New South Wales, Australia
| | - Laurence Macia
- Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia; Faculty of Medicine and Health, School of Medical Sciences, The University of Sydney, Sydney, New South Wales, Australia.
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Cain JA, Dale AL, Niewold P, Klare WP, Man L, White MY, Scott NE, Cordwell SJ. Proteomics Reveals Multiple Phenotypes Associated with N-linked Glycosylation in Campylobacter jejuni. Mol Cell Proteomics 2019; 18:715-734. [PMID: 30617158 PMCID: PMC6442361 DOI: 10.1074/mcp.ra118.001199] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2018] [Revised: 12/31/2018] [Indexed: 12/11/2022] Open
Abstract
Campylobacter jejuni is a major gastrointestinal pathogen generally acquired via consumption of poorly prepared poultry. N-linked protein glycosylation encoded by the pgl gene cluster targets >80 membrane proteins and is required for both nonsymptomatic chicken colonization and full human virulence. Despite this, the biological functions of N-glycosylation remain unknown. We examined the effects of pgl gene deletion on the C. jejuni proteome using label-based liquid chromatography/tandem mass spectrometry (LC-MS/MS) and validation using data independent acquisition (DIA-SWATH-MS). We quantified 1359 proteins corresponding to ∼84% of the C. jejuni NCTC 11168 genome, and 1080 of these were validated by DIA-SWATH-MS. Deletion of the pglB oligosaccharyltransferase (ΔpglB) resulted in a significant change in abundance of 185 proteins, 137 of which were restored to their wild-type levels by reintroduction of pglB (Δaaz.batpglB::ΔpglB). Deletion of pglB was associated with significantly reduced abundances of pgl targets and increased stress-related proteins, including ClpB, GroEL, GroES, GrpE and DnaK. pglB mutants demonstrated reduced survival following temperature (4 °C and 46 °C) and osmotic (150 mm NaCl) shock and altered biofilm phenotypes compared with wild-type C. jejuni Targeted metabolomics established that pgl negative C. jejuni switched from aspartate (Asp) to proline (Pro) uptake and accumulated intracellular succinate related to proteome changes including elevated PutP/PutA (proline transport and utilization), and reduced DctA/DcuB (aspartate import and succinate export, respectively). ΔpglB chemotaxis to some substrates (Asp, glutamate, succinate and α-ketoglutarate) was reduced and associated with altered abundance of transducer-like (Tlp) proteins. Glycosylation negative C. jejuni were depleted of all respiration-associated proteins that allow the use of alternative electron acceptors under low oxygen. We demonstrate for the first time that N-glycosylation is required for a specific enzyme activity (Nap nitrate reductase) that is associated with reduced abundance of the NapAB glycoproteins. These data indicate a multifactorial role for N-glycosylation in C. jejuni physiology.
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Affiliation(s)
- Joel A Cain
- From the ‡School of Life and Environmental Sciences,; §Charles Perkins Centre
| | - Ashleigh L Dale
- From the ‡School of Life and Environmental Sciences,; §Charles Perkins Centre
| | - Paula Niewold
- §Charles Perkins Centre,; ¶Discipline of Pathology, School of Medical Sciences, The University of Sydney, Australia 2006
| | - William P Klare
- From the ‡School of Life and Environmental Sciences,; §Charles Perkins Centre
| | - Lok Man
- From the ‡School of Life and Environmental Sciences,; §Charles Perkins Centre
| | - Melanie Y White
- §Charles Perkins Centre,; ¶Discipline of Pathology, School of Medical Sciences, The University of Sydney, Australia 2006
| | | | - Stuart J Cordwell
- From the ‡School of Life and Environmental Sciences,; §Charles Perkins Centre,; ¶Discipline of Pathology, School of Medical Sciences, The University of Sydney, Australia 2006;; ‖Sydney Mass Spectrometry, The University of Sydney, Australia 2006.
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12
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Niewold P, Cohen A, van Vreden C, Getts DR, Grau GE, King NJC. Experimental severe malaria is resolved by targeting newly-identified monocyte subsets using immune-modifying particles combined with artesunate. Commun Biol 2018; 1:227. [PMID: 30564748 PMCID: PMC6292940 DOI: 10.1038/s42003-018-0216-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 10/31/2018] [Indexed: 12/29/2022] Open
Abstract
Current treatment of severe malaria and associated cerebral malaria (CM) and respiratory distress syndromes are directed primarily at the parasite. Targeting the parasite has only partial efficacy in advanced infection, as neurological damage and respiratory distress are due to accumulation of host blood cells in the brain microvasculature and lung interstitium. Here, computational analysis identifies Ly6Clo monocytes as a major component of the immune infiltrate in both organs in a preclinical mouse model. Specifically targeting Ly6Clo monocyte precursors, identified by adoptive transfer, with immune-modifying particles (IMP) prevents experimental CM (ECM) in 50% of Plasmodium berghei ANKA-infected mice in early treatment protocols. Furthermore, treatment at onset of clinical ECM with 2 doses of a novel combination of IMP and anti-malarial drug artesunate results in 88% survival. This combination confers protection against ECM and mortality in late stage severe experimental malaria and provides a viable advance on current treatment regimens.
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Affiliation(s)
- Paula Niewold
- 1Viral Immunopathology, Discipline of Pathology and Bosch Institute, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2050 Australia
| | - Amy Cohen
- 2Vascular Immunology Unit, Discipline of Pathology and Bosch Institute, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2050 Australia
| | - Caryn van Vreden
- 3Sydney Cytometry, The University of Sydney and The Centenary Institute, Camperdown, NSW 2050 Australia
| | - Daniel R Getts
- 4Department of Microbiology-Immunology and Interdepartmental Immunobiology Center, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611 USA.,TcR2, Therapeutics, 100 Binney Street, Suite 710, Cambridge, MA 02142 USA
| | - Georges E Grau
- 2Vascular Immunology Unit, Discipline of Pathology and Bosch Institute, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2050 Australia
| | - Nicholas J C King
- 1Viral Immunopathology, Discipline of Pathology and Bosch Institute, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2050 Australia.,3Sydney Cytometry, The University of Sydney and The Centenary Institute, Camperdown, NSW 2050 Australia
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Ashhurst TM, van Vreden C, Niewold P, King NJC. The plasticity of inflammatory monocyte responses to the inflamed central nervous system. Cell Immunol 2014; 291:49-57. [PMID: 25086710 PMCID: PMC7094263 DOI: 10.1016/j.cellimm.2014.07.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2014] [Accepted: 07/01/2014] [Indexed: 12/24/2022]
Abstract
Over the last three decades it has become increasingly clear that monocytes, originally thought to have fixed, stereotypic responses to foreign stimuli, mediate exquisitely balanced protective and pathogenic roles in disease and immunity. This balance is crucial in core functional organs, such as the central nervous system (CNS), where minor changes in neuronal microenvironments and the production of immune factors can result in significant disease with fatal consequences or permanent neurological sequelae. Viral encephalitis and multiple sclerosis are examples of important human diseases in which the pathogenic contribution of monocytes recruited from the bone marrow plays a critical role in the clinical expression of disease, as they differentiate into macrophage or dendritic cells in the CNS to carry out effector functions. While antigen-specific lymphocyte populations are central to the adaptive immune response in both cases, in viral encephalitis a prominent macrophage infiltration may mediate immunopathological damage, seizure induction, and death. However, the autoimmune response to non-replicating, non-infectious, but abundant, self antigen has a different disease progression, associated with differentiation of significant numbers of infiltrating monocytes into dendritic cells in the CNS. Whilst a predominant presence of macrophages or dendritic cells in the inflamed CNS in viral encephalitis or multiple sclerosis is well described, the way in which the inflamed CNS mobilizes monocytes in the bone marrow to migrate to the CNS and the key drivers that lead to these specific differentiation pathways in vivo are not well understood. Here we review the current understanding of factors facilitating inflammatory monocyte generation, migration and entry into the brain, as well as their differentiation towards macrophages or dendritic cells in viral and autoimmune disease in relation to their respective disease outcomes.
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Affiliation(s)
- Thomas Myles Ashhurst
- Viral Immunopathology Laboratory, Discipline of Pathology, Bosch Institute and The Marie Bashir Institute for Infectious Diseases and Biosecurity, School of Medical Sciences, Sydney Medical School, The University of Sydney, Sydney, NSW 2006, Australia
| | - Caryn van Vreden
- Viral Immunopathology Laboratory, Discipline of Pathology, Bosch Institute and The Marie Bashir Institute for Infectious Diseases and Biosecurity, School of Medical Sciences, Sydney Medical School, The University of Sydney, Sydney, NSW 2006, Australia
| | - Paula Niewold
- Viral Immunopathology Laboratory, Discipline of Pathology, Bosch Institute and The Marie Bashir Institute for Infectious Diseases and Biosecurity, School of Medical Sciences, Sydney Medical School, The University of Sydney, Sydney, NSW 2006, Australia
| | - Nicholas Jonathan Cole King
- Viral Immunopathology Laboratory, Discipline of Pathology, Bosch Institute and The Marie Bashir Institute for Infectious Diseases and Biosecurity, School of Medical Sciences, Sydney Medical School, The University of Sydney, Sydney, NSW 2006, Australia.
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14
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Ashhurst TM, van Vreden C, Munoz-Erazo L, Niewold P, Watabe K, Terry RL, Deffrasnes C, Getts DR, King NJC. Antiviral macrophage responses in flavivirus encephalitis. Indian J Med Res 2013; 138:632-47. [PMID: 24434318 PMCID: PMC3928696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Mosquito-borne flaviviruses are a major current and emerging threat, affecting millions of people worldwide. Global climate change, combined with increasing proximity of humans to animals and mosquito vectors by expansion into natural habitats, coupled with the increase in international travel, have resulted in significant spread and concomitant increase in the incidence of infection and severe disease. Although neuroinvasive disease has been well described for some viral infections such as Japanese Encephalitis virus (JEV) and West Nile virus (WNV), others such as dengue virus (DENV) have recently displayed an emerging pattern of neuroinvasive disease, distinct from the previously observed, systemically-induced encephalomyelopathy. In this setting, the immune response is a crucial component of host defence, in preventing viral dissemination and invasion of the central nervous system (CNS). However, subversion of the anti-viral activities of macrophages by flaviviruses can facilitate viral replication and spread, enhancing the intensity of immune responses, leading to severe immune-mediated disease which may be further exacerbated during the subsequent infection with some flaviviruses. Furthermore, in the CNS myeloid cells may be responsible for inducing specific inflammatory changes, which can lead to significant pathological damage during encephalitis. The interaction of virus and cells of the myeloid lineage is complex, and this interaction is likely responsible at least in part, for crucial differences between viral clearance and pathology. Recent studies on the role of myeloid cells in innate immunity and viral control, and the mechanisms of evasion and subversion used by flaviviruses are rapidly advancing our understanding of the immunopathological mechanisms involved in flavivirus encephalitis and will lead to the development of therapeutic strategies previously not considered.
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Affiliation(s)
- Thomas Myles Ashhurst
- Viral Immunopathology Unit, Discipline of Pathology, School of Medical Sciences, Sydney Medical School, Bosch Institute & The Marie Bashir Institute for Infectious Disease & Biosecurity, The University of Sydney, Sydney, NSW 2006, Australia
| | - Caryn van Vreden
- Viral Immunopathology Unit, Discipline of Pathology, School of Medical Sciences, Sydney Medical School, Bosch Institute & The Marie Bashir Institute for Infectious Disease & Biosecurity, The University of Sydney, Sydney, NSW 2006, Australia
| | - Luis Munoz-Erazo
- Viral Immunopathology Unit, Discipline of Pathology, School of Medical Sciences, Sydney Medical School, Bosch Institute & The Marie Bashir Institute for Infectious Disease & Biosecurity, The University of Sydney, Sydney, NSW 2006, Australia
| | - Paula Niewold
- Viral Immunopathology Unit, Discipline of Pathology, School of Medical Sciences, Sydney Medical School, Bosch Institute & The Marie Bashir Institute for Infectious Disease & Biosecurity, The University of Sydney, Sydney, NSW 2006, Australia
| | - Kanami Watabe
- Viral Immunopathology Unit, Discipline of Pathology, School of Medical Sciences, Sydney Medical School, Bosch Institute & The Marie Bashir Institute for Infectious Disease & Biosecurity, The University of Sydney, Sydney, NSW 2006, Australia
| | - Rachael L. Terry
- Viral Immunopathology Unit, Discipline of Pathology, School of Medical Sciences, Sydney Medical School, Bosch Institute & The Marie Bashir Institute for Infectious Disease & Biosecurity, The University of Sydney, Sydney, NSW 2006, Australia,Department of Microbiology-Immunology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60208, USA
| | - Celine Deffrasnes
- Viral Immunopathology Unit, Discipline of Pathology, School of Medical Sciences, Sydney Medical School, Bosch Institute & The Marie Bashir Institute for Infectious Disease & Biosecurity, The University of Sydney, Sydney, NSW 2006, Australia,CSIRO, Animal, Food & Health Science, Australian Animal Health Laboratory, Geelong, VIC 3220, Australia
| | - Daniel R. Getts
- Viral Immunopathology Unit, Discipline of Pathology, School of Medical Sciences, Sydney Medical School, Bosch Institute & The Marie Bashir Institute for Infectious Disease & Biosecurity, The University of Sydney, Sydney, NSW 2006, Australia,Department of Microbiology-Immunology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60208, USA
| | - Nicholas Jonathan Cole King
- Viral Immunopathology Unit, Discipline of Pathology, School of Medical Sciences, Sydney Medical School, Bosch Institute & The Marie Bashir Institute for Infectious Disease & Biosecurity, The University of Sydney, Sydney, NSW 2006, Australia
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