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Langley D, Zimmermann K, Krenske E, Stefanutti G, Kimble RM, Holland AJA, Fear MW, Wood FM, Kenna T, Cuttle L. Unremitting pro-inflammatory T-cell phenotypes, and macrophage activity, following paediatric burn injury. Clin Transl Immunology 2024; 13:e1496. [PMID: 38463658 PMCID: PMC10921233 DOI: 10.1002/cti2.1496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 02/20/2024] [Accepted: 02/23/2024] [Indexed: 03/12/2024] Open
Abstract
Objectives The aim of this study was to characterise the dynamic immune profile of paediatric burn patients for up to 18 months post-burn. Methods Flow cytometry was used to measure 25 cell markers, chemokines and cytokines which reflected both pro-inflammatory and anti-inflammatory immune profiles. Peripheral blood mononuclear cells from 6 paediatric burn patients who had returned for repeated burn and scar treatments for > 4 timepoints within 12 months post-burn were compared to four age-matched healthy controls. Results While overall proportions of T cells, NK cells and macrophages remained relatively constant, over time percentages of these immune cells differentiated into effector and proinflammatory cell phenotypes including Th17 and activated γδ T cells. Circulating proportions of γδ T cells increased their expression of pro-inflammatory mediators throughout the burn recovery, with a 3-6 fold increase of IL-17 at 1-3 weeks, and NFκβ 9-18 months post-burn. T-regulatory cell plasticity was also observed, and Treg phenotype proportions changed from systemically reduced skin-homing T-regs (CCR4+) and increased inflammatory (CCR6+) at 1-month post-burn, to double-positive cell types (CCR4+CCR6+) elevated in circulation for 18 months post-burn. Furthermore, Tregs were observed to proportionally express less IL-10 but increased TNF-α over 18 months. Conclusion Overall, these results indicate the circulating percentages of immune cells do not increase or decrease over time post-burn, instead they become highly specialised, inflammatory and skin-homing. In this patient population, these changes persisted for at least 18 months post-burn, this 'immune distraction' may limit the ability of immune cells to prioritise other threats post-burn, such as respiratory infections.
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Affiliation(s)
- Donna Langley
- School of Biomedical Sciences, Faculty of HealthQueensland University of Technology (QUT)South BrisbaneQLDAustralia
- Centre for Immunology and Infection Control (CIIC)QIMR Berghofer Medical Research Institute, Queensland University of Technology (QUT)BrisbaneQLDAustralia
- Centre for Biomedical Technology (CBT)Queensland University of Technology (QUT)Kelvin GroveQLDAustralia
| | - Kate Zimmermann
- School of Biomedical Sciences, Faculty of HealthQueensland University of Technology (QUT)South BrisbaneQLDAustralia
- Centre for Immunology and Infection Control (CIIC)QIMR Berghofer Medical Research Institute, Queensland University of Technology (QUT)BrisbaneQLDAustralia
| | - Emma Krenske
- School of Biomedical Sciences, Faculty of HealthQueensland University of Technology (QUT)South BrisbaneQLDAustralia
- Centre for Immunology and Infection Control (CIIC)QIMR Berghofer Medical Research Institute, Queensland University of Technology (QUT)BrisbaneQLDAustralia
| | - Giorgio Stefanutti
- Department of Paediatric Surgery, Urology, Burns and TraumaChildren's Health Queensland, Queensland Children's HospitalSouth BrisbaneQLDAustralia
| | - Roy M Kimble
- Department of Paediatric Surgery, Urology, Burns and TraumaChildren's Health Queensland, Queensland Children's HospitalSouth BrisbaneQLDAustralia
| | - Andrew JA Holland
- The Children's Hospital at Westmead Burns Unit, Department of Paediatrics and Child Health, Kids Research InstituteSydney Medical School, The University of SydneySydneyNSWAustralia
| | - Mark W Fear
- Burn Injury Research Unit, School of Biomedical SciencesThe University of Western AustraliaPerthWAAustralia
| | - Fiona M Wood
- Burn Injury Research Unit, School of Biomedical SciencesThe University of Western AustraliaPerthWAAustralia
- Burns Service of Western AustraliaPerth Children's Hospital and Fiona Stanley HospitalPerthWAAustralia
| | - Tony Kenna
- School of Biomedical Sciences, Faculty of HealthQueensland University of Technology (QUT)South BrisbaneQLDAustralia
- Centre for Immunology and Infection Control (CIIC)QIMR Berghofer Medical Research Institute, Queensland University of Technology (QUT)BrisbaneQLDAustralia
| | - Leila Cuttle
- School of Biomedical Sciences, Faculty of HealthQueensland University of Technology (QUT)South BrisbaneQLDAustralia
- Centre for Biomedical Technology (CBT)Queensland University of Technology (QUT)Kelvin GroveQLDAustralia
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Begum S, Lodge S, Hall D, Johnson BZ, Bong SH, Whiley L, Gray N, Fear VS, Fear MW, Holmes E, Wood FM, Nicholson JK. Cardiometabolic disease risk markers are increased following burn injury in children. Front Public Health 2023; 11:1105163. [PMID: 37333522 PMCID: PMC10275366 DOI: 10.3389/fpubh.2023.1105163] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 05/11/2023] [Indexed: 06/20/2023] Open
Abstract
Introduction Burn injury in children causes prolonged systemic effects on physiology and metabolism leading to increased morbidity and mortality, yet much remains undefined regarding the metabolic trajectory towards specific health outcomes. Methods A multi-platform strategy was implemented to evaluate the long-term immuno-metabolic consequences of burn injury combining metabolite, lipoprotein, and cytokine panels. Plasma samples from 36 children aged 4-8 years were collected 3 years after a burn injury together with 21 samples from non-injured age and sex matched controls. Three different 1H Nuclear Magnetic Resonance spectroscopic experiments were applied to capture information on plasma low molecular weight metabolites, lipoproteins, and α-1-acid glycoprotein. Results Burn injury was characterized by underlying signatures of hyperglycaemia, hypermetabolism and inflammation, suggesting disruption of multiple pathways relating to glycolysis, tricarboxylic acid cycle, amino acid metabolism and the urea cycle. In addition, very low-density lipoprotein sub-components were significantly reduced in participants with burn injury whereas small-dense low density lipoprotein particles were significantly elevated in the burn injured patient plasma compared to uninjured controls, potentially indicative of modified cardiometabolic risk after a burn. Weighted-node Metabolite Correlation Network Analysis was restricted to the significantly differential features (q <0.05) between the children with and without burn injury and demonstrated a striking disparity in the number of statistical correlations between cytokines, lipoproteins, and small molecular metabolites in the injured groups, with increased correlations between these groups. Discussion These findings suggest a 'metabolic memory' of burn defined by a signature of interlinked and perturbed immune and metabolic function. Burn injury is associated with a series of adverse metabolic changes that persist chronically and are independent of burn severity and this study demonstrates increased risk of cardiovascular disease in the long-term. These findings highlight a crucial need for improved longer term monitoring of cardiometabolic health in a vulnerable population of children that have undergone burn injury.
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Affiliation(s)
- Sofina Begum
- Harvard Medical School, Harvard University, Boston, MA, United States
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, MA, United States
- Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, United Kingdom
- Australian National Phenome Centre, Computational and Systems Medicine, Health Futures Institute, Perth, WA, Australia
- School of Biomedical Sciences, The University of Western Australia, Perth, WA, Australia
| | - Samantha Lodge
- Australian National Phenome Centre, Computational and Systems Medicine, Health Futures Institute, Perth, WA, Australia
| | - Drew Hall
- Australian National Phenome Centre, Computational and Systems Medicine, Health Futures Institute, Perth, WA, Australia
| | - Blair Z. Johnson
- School of Biomedical Sciences, The University of Western Australia, Perth, WA, Australia
| | - Sze How Bong
- Australian National Phenome Centre, Computational and Systems Medicine, Health Futures Institute, Perth, WA, Australia
| | - Luke Whiley
- Australian National Phenome Centre, Computational and Systems Medicine, Health Futures Institute, Perth, WA, Australia
- Perron Institute for Neurological and Translational Science, Nedlands, WA, Australia
- Centre for Computational and Systems Medicine, Health Futures Institute, Murdoch University, Perth, WA, Australia
| | - Nicola Gray
- Australian National Phenome Centre, Computational and Systems Medicine, Health Futures Institute, Perth, WA, Australia
- Centre for Computational and Systems Medicine, Health Futures Institute, Murdoch University, Perth, WA, Australia
| | - Vanessa S. Fear
- Translational Genetics, Telethon Kids Institute, Perth, WA, Australia
| | - Mark W. Fear
- School of Biomedical Sciences, The University of Western Australia, Perth, WA, Australia
| | - Elaine Holmes
- Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, United Kingdom
- Australian National Phenome Centre, Computational and Systems Medicine, Health Futures Institute, Perth, WA, Australia
- Centre for Computational and Systems Medicine, Health Futures Institute, Murdoch University, Perth, WA, Australia
| | - Fiona M. Wood
- School of Biomedical Sciences, The University of Western Australia, Perth, WA, Australia
- WA Department of Health, Burns Service of Western Australia, Perth, WA, Australia
| | - Jeremy K. Nicholson
- Australian National Phenome Centre, Computational and Systems Medicine, Health Futures Institute, Perth, WA, Australia
- Centre for Computational and Systems Medicine, Health Futures Institute, Murdoch University, Perth, WA, Australia
- Faculty of Medicine, Institute of Global Health Innovation, London, United Kingdom
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3
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Schaffrick L, Ding J, Kwan P, Tredget E. The dynamic changes of monocytes and cytokines during wound healing post-burn injury. Cytokine 2023; 168:156231. [PMID: 37247448 DOI: 10.1016/j.cyto.2023.156231] [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: 03/02/2023] [Revised: 05/01/2023] [Accepted: 05/08/2023] [Indexed: 05/31/2023]
Abstract
BACKGROUND Burn injury is a sudden and traumatic injury that affects a large part of the population worldwide, who are placed at high risk of developing hypertrophic scars (HTS). HTS are a fibrotic scar resulting in painful contracted and raised scarring, affecting mobility in joints and work life, as well as cosmetically. The aim of this research was to enhance our understanding of the systematic response of monocytes and cytokines in wound healing after burn injury, in order to develop novel approaches to prevention and treatment of HTS. METHODS Twenty-seven burn patients and thirteen healthy individuals were recruited in this study. Burn patients were stratified by burn total body surface area (TBSA). Peripheral blood samples were taken post-burn injury. Serum and peripheral blood mononuclear cells (PBMCs) were separated from the blood samples. This research investigated cytokines IL-6, IL-8, IL1RA, IL-10, and chemokine pathways SDF-1/CXCR4, MCP-1/CCR2, RANTES/CCR5 during the wound healing process in burn patients with varying severity of injuries by using enzyme-linked immunosorbent assays. PBMCs were stained for monocytes and the chemokine receptors by flow cytometry. Statistical analysis was done by one-way ANOVA with a Tukey correction, and regression analysis was performed using Pearson's Correlation analysis. RESULTS The CD14+CD16- monocyte subpopulation is larger in patients who developed HTS at 4-7 days. The CD14+CD16+ monocyte subpopulation is smaller in the first week of injury, where it is similar after 8 days. Burn injury increased CXCR4, CCR2, and CCR5 expressions in CD14+ CD16+ monocytes. Increases in MCP-1 at 0-3 days after burn injury was positively correlated with burn severity. IL-6, IL-8, RANTES, and MCP-1 significantly increased with increasing burn severity. CONCLUSIONS Monocytes and their chemokine receptors, as well as systemic levels of cytokines in wound healing of burn patients and scar development will require ongoing assessment to enhance our understanding of the abnormal wound healing after burn injury.
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Affiliation(s)
- Lindy Schaffrick
- Wound Healing Research Group, Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Alberta, Edmonton, Alberta, Canada.
| | - Jie Ding
- Wound Healing Research Group, Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Alberta, Edmonton, Alberta, Canada.
| | - Peter Kwan
- Wound Healing Research Group, Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Alberta, Edmonton, Alberta, Canada; Division of Critical Care, University of Alberta, Edmonton, Alberta, Canada
| | - Edward Tredget
- Wound Healing Research Group, Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Alberta, Edmonton, Alberta, Canada; Division of Critical Care, University of Alberta, Edmonton, Alberta, Canada.
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4
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Osborne T, Wall B, Edgar DW, Fairchild T, Wood F. Current understanding of the chronic stress response to burn injury from human studies. BURNS & TRAUMA 2023; 11:tkad007. [PMID: 36926636 PMCID: PMC10013650 DOI: 10.1093/burnst/tkad007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 12/26/2022] [Accepted: 01/17/2023] [Indexed: 03/15/2023]
Abstract
There is a marked inflammatory and hypermetabolic response following a burn injury. The interlinked responses are more pronounced than for other forms of trauma and can persist for ≥3 years post-injury in burned patients. After a burn, patients have an increased risk of diseases of ageing including cancer, diabetes and cardiovascular disease, highlighting the need for effective long-term strategies to ameliorate the stress response post-burn. Current therapeutic strategies for post-burn recovery include removal of damaged tissue with surgical excision and wound repair, nutritional supplementation and rehabilitative exercise. These strategies aim to minimize the hypermetabolic and inflammatory responses, as well as reducing the loss of lean body mass. This review briefly summarises the inflammatory and hypermetabolic responses and provides an update on the current therapeutic strategies for burned patients. The review examines the persistent nutritional challenge of ensuring sufficient energy intake of each macronutrient to fuel the hypermetabolic and counteract the catabolic response of burn injury, whilst reducing periods of hyperglycaemia and hypertriglyceridemia. Patients require individualized treatment options tailored to unique systemic responses following a burn, facilitated by a precision medicine approach to improve clinical and physiological outcomes in burned patients. Thus, this review discusses the utility of metabolic flexibility assessment to aid clinical decision making and prescription relating to nutritional supplementation and rehabilitative exercise in the burned patient.
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Affiliation(s)
- Tyler Osborne
- Discipline of Exercise Science, Murdoch University, Murdoch 6150, Western Australia.,Centre for Healthy Ageing, Health Futures Institute, Murdoch University, Murdoch 6150, Western Australia
| | - Bradley Wall
- Discipline of Exercise Science, Murdoch University, Murdoch 6150, Western Australia.,Centre for Healthy Ageing, Health Futures Institute, Murdoch University, Murdoch 6150, Western Australia
| | - Dale W Edgar
- State Adult Burns Unit, Government of Western Australia South Metropolitan Health Service, Fiona Stanley Hospital, Murdoch 6150, Western Australia.,Fiona Wood Foundation, Fiona Stanley Hospital, Murdoch 6150, Western Australia.,Burn Injury Research Node, Institute for Health Research, The University of Notre Dame Australia, Murdoch 6160, Western Australia.,Burn Injury Research Unit, University of Western Australia, Murdoch 6009, Western Australia
| | - Timothy Fairchild
- Discipline of Exercise Science, Murdoch University, Murdoch 6150, Western Australia.,The Centre for Molecular Medicine and Innovative Therapeutics, Health Futures Institute, Murdoch University, Murdoch 6150, Western Australia
| | - Fiona Wood
- State Adult Burns Unit, Government of Western Australia South Metropolitan Health Service, Fiona Stanley Hospital, Murdoch 6150, Western Australia.,Fiona Wood Foundation, Fiona Stanley Hospital, Murdoch 6150, Western Australia.,Burn Injury Research Unit, University of Western Australia, Murdoch 6009, Western Australia
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5
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Begum S, Johnson BZ, Morillon AC, Yang R, Bong SH, Whiley L, Gray N, Fear VS, Cuttle L, Holland AJA, Nicholson JK, Wood FM, Fear MW, Holmes E. Systemic long-term metabolic effects of acute non-severe paediatric burn injury. Sci Rep 2022; 12:13043. [PMID: 35906249 PMCID: PMC9338081 DOI: 10.1038/s41598-022-16886-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Accepted: 07/18/2022] [Indexed: 11/10/2022] Open
Abstract
A growing body of evidence supports the concept of a systemic response to non-severe thermal trauma. This provokes an immunosuppressed state that predisposes paediatric patients to poor recovery and increased risk of secondary morbidity. In this study, to understand the long-term systemic effects of non-severe burns in children, targeted mass spectrometry assays for biogenic amines and tryptophan metabolites were performed on plasma collected from child burn patients at least three years post injury and compared to age and sex matched non-burn (healthy) controls. A panel of 12 metabolites, including urea cycle intermediates, aromatic amino acids and quinolinic acid were present in significantly higher concentrations in children with previous burn injury. Correlation analysis of metabolite levels to previously measured cytokine levels indicated the presence of multiple cytokine-metabolite associations in the burn injury participants that were absent from the healthy controls. These data suggest that there is a sustained immunometabolic imprint of non-severe burn trauma, potentially linked to long-term immune changes that may contribute to the poor long-term health outcomes observed in children after burn injury.
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Affiliation(s)
- Sofina Begum
- Harvard Medical School, Harvard University, 25 Shattuck Street, Boston, MA, 02115, USA.,Channing Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, MA, 02115, USA.,Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, Sir Alexander Fleming Building, South Kensington, London, SW7 2AZ, UK.,Australian National Phenome Centre, Health Futures Institute, Murdoch University, Harry Perkins Institute, Perth, WA, 6150, Australia
| | - Blair Z Johnson
- School of Biomedical Sciences, The University of Western Australia, Perth, WA, Australia
| | - Aude-Claire Morillon
- Australian National Phenome Centre, Health Futures Institute, Murdoch University, Harry Perkins Institute, Perth, WA, 6150, Australia
| | - Rongchang Yang
- Australian National Phenome Centre, Health Futures Institute, Murdoch University, Harry Perkins Institute, Perth, WA, 6150, Australia
| | - Sze How Bong
- Australian National Phenome Centre, Health Futures Institute, Murdoch University, Harry Perkins Institute, Perth, WA, 6150, Australia
| | - Luke Whiley
- Australian National Phenome Centre, Health Futures Institute, Murdoch University, Harry Perkins Institute, Perth, WA, 6150, Australia.,Perron Institute for Neurological and Translational Science, Nedlands, WA, Australia.,Centre for Computational and Systems Medicine, Health Futures Institute, Murdoch University, Harry Perkins Institute, Perth, WA, 6150, Australia
| | - Nicola Gray
- Australian National Phenome Centre, Health Futures Institute, Murdoch University, Harry Perkins Institute, Perth, WA, 6150, Australia.,Centre for Computational and Systems Medicine, Health Futures Institute, Murdoch University, Harry Perkins Institute, Perth, WA, 6150, Australia
| | - Vanessa S Fear
- Translational Genetics, Telethon Kids Institute, Perth, WA, Australia
| | - Leila Cuttle
- Faculty of Health, Centre for Children's Health Research, School of Biomedical Sciences, Queensland University of Technology (QUT), South Brisbane, QLD, Australia
| | - Andrew J A Holland
- The Children's Hospital at Westmead Burns Unit, Department of Paediatrics and Child Health, Sydney Medical School, Kids Research Institute, The University of Sydney, Sydney, NSW, Australia
| | - Jeremy K Nicholson
- Australian National Phenome Centre, Health Futures Institute, Murdoch University, Harry Perkins Institute, Perth, WA, 6150, Australia.,Centre for Computational and Systems Medicine, Health Futures Institute, Murdoch University, Harry Perkins Institute, Perth, WA, 6150, Australia.,Medical School, University of Western Australia, Harry Perkins Institute, Murdoch, Perth, WA, 6150, Australia.,Faculty of Medicine, Institute of Global Health Innovation, Imperial College London, Level 1, Faculty Building South Kensington Campus, London, SW7 2AZ, UK
| | - Fiona M Wood
- School of Biomedical Sciences, The University of Western Australia, Perth, WA, Australia.,WA Department of Health, Burns Service of Western Australia, Perth, WA, 6150, Australia
| | - Mark W Fear
- School of Biomedical Sciences, The University of Western Australia, Perth, WA, Australia.
| | - Elaine Holmes
- Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, Sir Alexander Fleming Building, South Kensington, London, SW7 2AZ, UK. .,Australian National Phenome Centre, Health Futures Institute, Murdoch University, Harry Perkins Institute, Perth, WA, 6150, Australia. .,Centre for Computational and Systems Medicine, Health Futures Institute, Murdoch University, Harry Perkins Institute, Perth, WA, 6150, Australia.
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6
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Guo F, Hancock B, Griffith A, Lin H, Howard K, Keegan J, Zhang F, Chicoine A, Cahill L, Ng J, Lederer J. Distinct Injury Responsive Regulatory T Cells Identified by Multi-Dimensional Phenotyping. Front Immunol 2022; 13:833100. [PMID: 35634302 PMCID: PMC9135044 DOI: 10.3389/fimmu.2022.833100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 04/11/2022] [Indexed: 01/21/2023] Open
Abstract
CD4+ regulatory T cells (Tregs) activate and expand in response to different types of injuries, suggesting that they play a critical role in controlling the immune response to tissue and cell damage. This project used multi-dimensional profiling techniques to comprehensively characterize injury responsive Tregs in mice. We show that CD44high Tregs expand in response to injury and were highly suppressive when compared to CD44low Tregs. T cell receptor (TCR) repertoire analysis revealed that the CD44high Treg population undergo TCRαβ clonal expansion as well as increased TCR CDR3 diversity. Bulk RNA sequencing and single-cell RNA sequencing with paired TCR clonotype analysis identified unique differences between CD44high and CD44low Tregs and specific upregulation of genes in Tregs with expanded TCR clonotypes. Gene ontology analysis for molecular function of RNA sequencing data identified chemokine receptors and cell division as the most enriched functional terms in CD44high Tregs versus CD44low Tregs. Mass cytometry (CyTOF) analysis of Tregs from injured and uninjured mice verified protein expression of these genes on CD44high Tregs, with injury-induced increases in Helios, Galectin-3 and PYCARD expression. Taken together, these data indicate that injury triggers the expansion of a highly suppressive CD44high Treg population that is transcriptionally and phenotypically distinct from CD44low Tregs suggesting that they actively participate in controlling immune responses to injury and tissue damage.
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Affiliation(s)
- Fei Guo
- Department of Surgery, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States,Ningbo Medical Centre Lihuili Hospital, Ningbo University, Ningbo, China
| | - Brandon Hancock
- Department of Surgery, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States
| | - Alec Griffith
- Department of Surgery, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States
| | - Hui Lin
- Department of Surgery, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States,Department of Pathophysiology, School of Basic Medical Sciences, Nanchang University, Nanchang, China
| | - Kaitlyn Howard
- Department of Surgery, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States
| | - Joshua Keegan
- Department of Surgery, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States
| | - Fan Zhang
- Department of Surgery, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States,Department of Critical Care Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Adam Chicoine
- Human Immunology Center, Brigham and Women’s Hospital, Boston, MA, United States
| | - Laura Cahill
- Department of Surgery, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States
| | - Julie Ng
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Boston, MA, United States
| | - James Lederer
- Department of Surgery, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States,*Correspondence: James Lederer,
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7
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Barrett LW, Fear VS, Foley B, Audsley K, Barnes S, Newnes H, McDonnell A, Wood FM, Fear MW, Waithman J. Non-severe burn injury increases cancer incidence in mice and has long-term impacts on the activation and function of T cells. BURNS & TRAUMA 2022; 10:tkac016. [PMID: 35505970 PMCID: PMC9054911 DOI: 10.1093/burnst/tkac016] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 01/13/2022] [Indexed: 11/30/2022]
Abstract
Background Recent evidence suggests that burn patients are at increased risk of hospital admission for infection, mental health conditions, cardiovascular disease and cancer for many years after discharge for the burn injury itself. Burn injury has also been shown to induce sustained immune system dysfunction. This change to immune function may contribute to the increased risk of chronic disease observed. However, the mechanisms that disrupt long-term immune function in response to burn trauma, and their link to long-term morbidity, remain unknown. In this study we investigated changes to immune function after burn injury using a murine model of non-severe injury. Methods An established mouse model of non-severe burn injury (full thickness burn equivalent to 8% total body surface area) was used in combination with an orthotopic model of B16 melanoma to investigate the link between burns and cancer. Considering that CD8+ T cells are important drivers of effective tumour suppression in this model, we also investigated potential dysregulation of this immune population using mouse models of burn injury in combination with herpes simplex virus infection. Flow cytometry was used to detect and quantify cell populations of interest and changes in immune function. Results We demonstrate that 4 weeks after a non-severe burn injury, mice were significantly more susceptible to tumour development than controls using an orthotopic model of B16 melanoma. In addition, our results reveal that CD8+ T cell expansion, differentiation and memory potential is significantly impaired at 1 month post-burn. Conclusions Our data suggests that CD8+ T cell-mediated immunity may be dysfunctional for a sustained period after even non-severe burn injury. Further studies in patients to validate these findings may support clinical intervention to restore or protect immunity in patients after burn injury and reduce the increased risk of secondary morbidities observed.
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Affiliation(s)
- Lucy W Barrett
- Burn Injury Research Unit, School of Biomedical Sciences, University of Western Australia, Crawley, WA, 6009, Australia
- Telethon Kids Institute, University of Western Australia, Northern Entrance, Perth Children’s Hospital, 15 Hospital Ave, Nedlands, WA, 6009, Australia
- Fiona Wood Foundation, Fiona Stanley Hospital, MNH (B), Main Hospital, CD 15, Level 4, Burns Unit, 102-118 Murdoch Drive, Murdoch, WA, 6150, Australia
| | - Vanessa S Fear
- Telethon Kids Institute, University of Western Australia, Northern Entrance, Perth Children’s Hospital, 15 Hospital Ave, Nedlands, WA, 6009, Australia
| | - Bree Foley
- Telethon Kids Institute, University of Western Australia, Northern Entrance, Perth Children’s Hospital, 15 Hospital Ave, Nedlands, WA, 6009, Australia
| | - Katherine Audsley
- Telethon Kids Institute, University of Western Australia, Northern Entrance, Perth Children’s Hospital, 15 Hospital Ave, Nedlands, WA, 6009, Australia
| | - Samantha Barnes
- Telethon Kids Institute, University of Western Australia, Northern Entrance, Perth Children’s Hospital, 15 Hospital Ave, Nedlands, WA, 6009, Australia
| | - Hannah Newnes
- Telethon Kids Institute, University of Western Australia, Northern Entrance, Perth Children’s Hospital, 15 Hospital Ave, Nedlands, WA, 6009, Australia
| | - Alison McDonnell
- Telethon Kids Institute, University of Western Australia, Northern Entrance, Perth Children’s Hospital, 15 Hospital Ave, Nedlands, WA, 6009, Australia
| | - Fiona M Wood
- Burn Injury Research Unit, School of Biomedical Sciences, University of Western Australia, Crawley, WA, 6009, Australia
- Fiona Wood Foundation, Fiona Stanley Hospital, MNH (B), Main Hospital, CD 15, Level 4, Burns Unit, 102-118 Murdoch Drive, Murdoch, WA, 6150, Australia
- Burns Service of Western Australia, WA Department of Health, Nedlands, WA, 6009, Australia
| | - Mark W Fear
- Fiona Wood Foundation, Fiona Stanley Hospital, MNH (B), Main Hospital, CD 15, Level 4, Burns Unit, 102-118 Murdoch Drive, Murdoch, WA, 6150, Australia
- Burns Service of Western Australia, WA Department of Health, Nedlands, WA, 6009, Australia
| | - Jason Waithman
- Telethon Kids Institute, University of Western Australia, Northern Entrance, Perth Children’s Hospital, 15 Hospital Ave, Nedlands, WA, 6009, Australia
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8
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Hazeldine J, McGee KC, Al-Tarrah K, Hassouna T, Patel K, Imran R, Bishop JRB, Bamford A, Barnes D, Wilson Y, Harrison P, Lord JM, Moiemen NS. Multicentre, longitudinal, observational cohort study to examine the relationship between neutrophil function and sepsis in adults and children with severe thermal injuries: a protocol for the Scientific Investigation of the Biological Pathways Following Thermal Injury-2 (SIFTI-2) study. BMJ Open 2021; 11:e052035. [PMID: 34686556 PMCID: PMC8543641 DOI: 10.1136/bmjopen-2021-052035] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION Burn-induced changes in the phenotype and function of neutrophils, cells which provide front-line protection against rapidly dividing bacterial infections, are emerging as potential biomarkers for the early prediction of sepsis. In a longitudinal study of adult burns patients, we recently demonstrated that a combined measurement of neutrophil phagocytic capacity, immature granulocyte (IG) count and plasma cell-free DNA (cfDNA) levels on the day of injury gave good discriminatory power for the prediction of later sepsis development. However, limited by a small sample size, single-centre design and focus on adult burns patients, these biomarkers require prospective validation in a larger patient cohort. The Scientific Investigation of the Biological Pathways Following Thermal Injury-2 study aims to prospectively validate neutrophil phagocytic activity, IG count and plasma cfDNA levels as early prognostic biomarkers of sepsis in thermally injured adult and paediatric patients. METHODS AND ANALYSIS This multicentre, longitudinal, observational cohort study will enrol 245 paediatric and adult patients with moderate to severe burns within 24 hours of injury. Blood samples will be obtained at 19 postinjury time points (days 1-14, day 28, months 3, 6, 12 and 24) and analysed for neutrophil phagocytic activity, IG count and cfDNA levels. Patients will be screened daily for sepsis using the 2007 American Burn Association diagnostic criteria for sepsis. In addition, daily multiple organ dysfunction syndrome and Sequential Organ Failure Assessment Scores will be recorded relationships between neutrophil phagocytic activity, IG count and plasma cfDNA levels on day 1 of injury and the development of sepsis will be examined using logistic regression models. ETHICS AND DISSEMINATION This study received ethics approval from the West Midlands, Coventry and Warwickshire Research Ethics Committee (REC reference:16/WM/0217). Findings will be presented at national and international conferences, and submitted for publication in peer-reviewed journals. TRIAL REGISTRATION NUMBER NCT04693442.
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Affiliation(s)
- Jon Hazeldine
- National Institute for Health Research Surgical Reconstruction and Microbiology Research Centre, University of Birmingham, Birmingham, UK
- Institute of Inflammation and Ageing, University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
| | - Kirsty C McGee
- Institute of Inflammation and Ageing, University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
| | - Khaled Al-Tarrah
- Institute of Inflammation and Ageing, University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
| | - Tarek Hassouna
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Krupali Patel
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Rizwana Imran
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Jonathan R B Bishop
- National Institute for Health Research Surgical Reconstruction and Microbiology Research Centre, University of Birmingham, Birmingham, UK
| | - Amy Bamford
- National Institute for Health Research Surgical Reconstruction and Microbiology Research Centre, University of Birmingham, Birmingham, UK
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - David Barnes
- St Andrews Centre for Plastic Surgery and Burns, Mid and South Essex NHS Foundation Trust, Essex, UK
| | - Yvonne Wilson
- Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK
| | - Paul Harrison
- Institute of Inflammation and Ageing, University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
- Scar Free Foundation, Birmingham, UK
| | - Janet M Lord
- National Institute for Health Research Surgical Reconstruction and Microbiology Research Centre, University of Birmingham, Birmingham, UK
- Institute of Inflammation and Ageing, University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
- Scar Free Foundation, Birmingham, UK
| | - Naiem S Moiemen
- National Institute for Health Research Surgical Reconstruction and Microbiology Research Centre, University of Birmingham, Birmingham, UK
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
- Scar Free Foundation, Birmingham, UK
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Quintelier K, Couckuyt A, Emmaneel A, Aerts J, Saeys Y, Van Gassen S. Analyzing high-dimensional cytometry data using FlowSOM. Nat Protoc 2021; 16:3775-3801. [PMID: 34172973 DOI: 10.1038/s41596-021-00550-0] [Citation(s) in RCA: 63] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 03/31/2021] [Indexed: 02/06/2023]
Abstract
The dimensionality of cytometry data has strongly increased in the last decade, and in many situations the traditional manual downstream analysis becomes insufficient. The field is therefore slowly moving toward more automated approaches, and in this paper we describe the protocol for analyzing high-dimensional cytometry data using FlowSOM, a clustering and visualization algorithm based on a self-organizing map. FlowSOM is used to distinguish cell populations from cytometry data in an unsupervised way and can help to gain deeper insights in fields such as immunology and oncology. Since the original FlowSOM publication (2015), we have validated the tool on a wide variety of datasets, and to write this protocol, we made use of this experience to improve the user-friendliness of the package (e.g., comprehensive functions replacing commonly required scripts). Where the original paper focused mainly on the algorithm description, this protocol offers user guidelines on how to implement the procedure, detailed parameter descriptions and troubleshooting recommendations. The protocol provides clearly annotated R code, and is therefore relevant for all scientists interested in computational high-dimensional analyses without requiring a strong bioinformatics background. We demonstrate the complete workflow, starting from data preparation (such as compensation, transformation and quality control), including detailed discussion of the different FlowSOM parameters and visualization options, and concluding with how the results can be further used to answer biological questions, such as statistical comparison between groups of interest. An average FlowSOM analysis takes 1-3 h to complete, though quality issues can increase this time considerably.
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Affiliation(s)
- Katrien Quintelier
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium.,Data Mining and Modeling for Biomedicine Group, VIB Center for Inflammation Research, Ghent, Belgium.,Department of Pulmonary Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Artuur Couckuyt
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium.,Data Mining and Modeling for Biomedicine Group, VIB Center for Inflammation Research, Ghent, Belgium
| | - Annelies Emmaneel
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium.,Data Mining and Modeling for Biomedicine Group, VIB Center for Inflammation Research, Ghent, Belgium
| | - Joachim Aerts
- Department of Pulmonary Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Yvan Saeys
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium.,Data Mining and Modeling for Biomedicine Group, VIB Center for Inflammation Research, Ghent, Belgium
| | - Sofie Van Gassen
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium. .,Data Mining and Modeling for Biomedicine Group, VIB Center for Inflammation Research, Ghent, Belgium.
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Randall SM, Wood FM, Fear MW, Boyd J, Rea S, Duke JM. Retrospective cohort study of health service use for cardiovascular disease among adults with and without a record of injury hospital admission. BMJ Open 2020; 10:e039104. [PMID: 33148745 PMCID: PMC7640521 DOI: 10.1136/bmjopen-2020-039104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
OBJECTIVE To quantify postinjury cardiovascular-related health service use experienced by mid to older aged adults hospitalised for injury, compared with uninjured adults. Additionally, to explore the effect of beta-blocker medications on postinjury cardiovascular hospitalisations among injury patients, given the potential cardioprotective effects of beta blockers. DESIGN A retrospective cohort study using linked administrative and survey data. PARTICIPANTS Records of 35 026 injured and 60 823 uninjured matched adults aged over 45 from New South Wales, Australia, who completed the 45 and up survey. PRIMARY AND SECONDARY OUTCOME MEASURES Admission rates and cumulative lengths of stay for cardiovascular hospitalisations, and prescription rates for cardiovascular medications. Negative binomial and Cox proportional hazards regression modelling were used to generate incident rate ratios (IRRs) and HR. RESULTS Compared with the uninjured, those with injury had a 19% higher adjusted rate of postinjury cardiovascular admissions (IRR 1.19, 95% CI 1.14 to 1.25), spent 40% longer in hospital for ardiovascular disease (IRR 1.40, 95% CI 1.26 to 1.57) and had slightly higher cardiovascular prescription rates (IRR 1.04, 95% CI 1.02 to 1.06), during study follow-up. Those in the injury cohort that used beta blockers both prior to and after injury (continuous) appeared to have reduced need for post-injury cardiovascular hospitalisation (IRR 1.09, 95% CI 1.17 to 1.42) compared with those commencing on beta blockers after injury (after 30 days: IRR 1.69, 95% CI 1.37 to 2.08). CONCLUSIONS Apparent increased postinjury hospitalisation rates and prolonged length of stay related to cardiovascular disease suggest that injury patients may require clinical support for an extended period after injury. Additionally, injury patients who were on continuous beta blocker treatment appeared to have lower need for post-injury cardiovascular hospitalisations. However, the data do not allow us to draw clear conclusions and further clinical research is required.
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Affiliation(s)
- Sean M Randall
- School of Public Health, Curtin University, Perth, Western Australia, Australia
| | - Fiona M Wood
- Burn Injury Research Unit, Faculty of Health and Medical Sciences, The University of Western Australia, Perth, Western Australia, Australia
- Fiona Stanley Hospital and Perth Children's Hospital, Burns Service of Western Australia, Perth, Western Australia, Australia
| | - Mark W Fear
- Burn Injury Research Unit, Faculty of Health and Medical Sciences, The University of Western Australia, Perth, Western Australia, Australia
| | - James Boyd
- Department of Public Health, La Trobe University, Melbourne, Victoria, Australia
| | - Suzanne Rea
- Burn Injury Research Unit, Faculty of Health and Medical Sciences, The University of Western Australia, Perth, Western Australia, Australia
- Fiona Stanley Hospital and Perth Children's Hospital, Burns Service of Western Australia, Perth, Western Australia, Australia
| | - Janine M Duke
- Burn Injury Research Unit, Faculty of Health and Medical Sciences, The University of Western Australia, Perth, Western Australia, Australia
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