Clinical prediction of wound re-epithelisation outcomes in non-severe burn injury using the plasma lipidome

Impaired wound healing in burn injuries can lead to complications such as skin graft loss, infection, and increased risk of scarring, which impacts long-term patient outcomes and quality of life. While wound repair in severe burns has received substantial research attention, poor wound outcomes in cases of non- severe burns (classified as <20% of the total body surface area (TBSA)) remain relatively understudied despite also having considerable physiological impact and constituting the majority of hospital admissions for burns. Predicting outcomes in the early stages of healing would decrease financial and patient burden, and aid in preventing long-term complications from poor wound healing. Lipids have been implicated in inflammation and tissue repair processes and may play essential roles in burn wound healing. Longitudinal plasma samples were collected from patients (n=20) with non-severe (<15% TBSA) flame or scald burns over a 6-week period including timepoints pre- and post-surgical intervention. Samples were analysed using liquid chromatography-tandem mass spectrometry and nuclear magnetic resonance spectroscopy to detect 850 lipid species and 112 lipoproteins. Statistical analyses, including orthogonal projection to latent structures-discriminant analysis was performed to identify changes associated with either re-epithelialisation or delayed wound re-epithelisation. The results demonstrated that the plasma lipid and lipoprotein profiles at admission could predict wound re-epithelisation outcomes at two weeks post-surgery, and that these discriminatory profiles were maintained over a 6-week period. Triacylglycerides, diacylglycerides (DAG) and low density lipoprotein (LDL) subfractions were associated with delayed wound closure, with DAG(18:2_18:3) and LDL/High density lipoprotein (HDL) ratio having the most influence (p-value < 0.02, Cliff’s delta > 0.7), while HDL subfractions, phosphatidylinositols, phosphatidylcholines (PC), and phosphatidylserines were associated with re-epithelisation at two weeks post-surgery, with PC(16:0_18:1) and HDL-2 apolipoprotein-A1 showing the greatest influence on the model (p-value < 0.01, Cliff’s delta < -0.7). We demonstrate clinical prediction of wound re-epithelisation in non-severe burn patients using lipid and lipoprotein profiling. Further validation of the models will potentially lead to personalised intervention strategies to enhance injury outcomes, reducing the risk of chronic complications post-burn injury. Highlights Demonstration of wound healing prediction from time of hospital admission for non-severe burns. Plasma lipid and lipoprotein profiles within 48 hours of admission to hospital with non-severe burn injury are distinctly different between patients whose wounds re-epithelialized within two weeks and those with delayed re-epithelisation. Patients with delayed wound re-epithelisation have a persistent lipid and lipoprotein signature from burns admission up to six weeks post-injury.

[1]  M. Fear,et al.  Comprehensive Lipidomic Workflow for Multicohort Population Phenotyping Using Stable Isotope Dilution Targeted Liquid Chromatography-Mass Spectrometry , 2023, Journal of proteome research.

[2]  Kenneth G. C. Smith,et al.  A patient-centric modeling framework captures recovery from SARS-CoV-2 infection , 2023, Nature Immunology.

[3]  M. Jeschke,et al.  Skin Tissue Engineering Advances in Burns: A Brief Introduction to the Past, the Present, and the Future Potential. , 2022, Journal of burn care & research : official publication of the American Burn Association.

[4]  Zachery B. Harris,et al.  Accurate and early prediction of the wound healing outcome of burn injuries using the wavelet Shannon entropy of terahertz time-domain waveforms , 2022, Journal of biomedical optics.

[5]  Jana M. Braunger,et al.  Metabolomic profiles predict individual multidisease outcomes , 2022, Nature Medicine.

[6]  M. Fear,et al.  Enhancing the accuracy of surgical wound excision following burns trauma via application of Rapid Evaporative IonisationMass Spectrometry (REIMS). , 2022, Burns : journal of the International Society for Burn Injuries.

[7]  M. Fear,et al.  Systemic long-term metabolic effects of acute non-severe paediatric burn injury , 2022, Scientific Reports.

[8]  S. Wolf,et al.  C-reactive protein elevation is associated with increased morbidity and mortality in elderly burned patients. , 2022, Burns : journal of the International Society for Burn Injuries.

[9]  P. Kovanen,et al.  Modified Lipoproteins Induce Arterial Wall Inflammation During Atherogenesis , 2022, Frontiers in Cardiovascular Medicine.

[10]  O. Nielsen,et al.  Lipidomic Trajectories Characterize Delayed Mucosal Wound Healing in Quiescent Ulcerative Colitis and Identify Potential Novel Therapeutic Targets , 2022, International journal of biological sciences.

[11]  A. Przekora,et al.  Burn Wound Healing: Clinical Complications, Medical Care, Treatment, and Dressing Types: The Current State of Knowledge for Clinical Practice , 2022, International journal of environmental research and public health.

[12]  P. Meikle,et al.  Clinical lipidomics: realizing the potential of lipid profiling , 2021, Journal of lipid research.

[13]  R. Gil-Redondo,et al.  Integrative Modeling of Plasma Metabolic and Lipoprotein Biomarkers of SARS-CoV-2 Infection in Spanish and Australian COVID-19 Patient Cohorts. , 2021, Journal of proteome research.

[14]  J. Nicholson,et al.  Diagnostic Potential of the Plasma Lipidome in Infectious Disease: Application to Acute SARS-CoV-2 Infection , 2021, Metabolites.

[15]  S. Bakker,et al.  High-Density Lipoprotein Anti-Inflammatory Capacity and Incident Cardiovascular Events , 2021, Circulation.

[16]  F. Wood,et al.  A prospective pilot study of the energy balance profiles in acute non-severe burn patients. , 2021, Burns : journal of the International Society for Burn Injuries.

[17]  M. Spraul,et al.  Diffusion and Relaxation Edited Proton NMR Spectroscopy of Plasma Reveals a High-Fidelity Supramolecular Biomarker Signature of SARS-CoV-2 Infection , 2021, Analytical chemistry.

[18]  M. Hardman,et al.  Wound healing: cellular mechanisms and pathological outcomes , 2020, Open Biology.

[19]  Kenneth G. C. Smith,et al.  Integrative Modeling of Quantitative Plasma Lipoprotein, Metabolic, and Amino Acid Data Reveals a Multiorgan Pathological Signature of SARS-CoV-2 Infection , 2020, Journal of proteome research.

[20]  W. Chun,et al.  Time-varying discrimination accuracy of longitudinal biomarkers for the prediction of mortality compared to assessment at fixed time point in severe burns patients , 2020, BMC Emergency Medicine.

[21]  P. Lindner,et al.  Lung Surfactant Accelerates Skin Wound Healing: A Translational Study with a Randomized Clinical Phase I Study , 2020, Scientific Reports.

[22]  Anthony Atala,et al.  Skin tissue regeneration for burn injury , 2019, Stem Cell Research & Therapy.

[23]  R. Suárez-Sánchez,et al.  From traditional biochemical signals to molecular markers for detection of sepsis after burn injuries. , 2019, Burns : journal of the International Society for Burn Injuries.

[24]  L. Cancio,et al.  Predicting wound healing rates and survival with the use of automated serial evaluations of burn wounds. , 2019, Burns : journal of the International Society for Burn Injuries.

[25]  Z. Cai,et al.  statTarget: A streamlined tool for signal drift correction and interpretations of quantitative mass spectrometry-based omics data. , 2018, Analytica chimica acta.

[26]  Manfred Spraul,et al.  Quantitative Lipoprotein Subclass and Low Molecular Weight Metabolite Analysis in Human Serum and Plasma by 1H NMR Spectroscopy in a Multilaboratory Trial. , 2018, Analytical chemistry.

[27]  N. Frescos Assessment of pain in chronic wounds: A survey of Australian health care practitioners , 2018, International wound journal.

[28]  P. Maitz,et al.  Cell therapy for severe burn wound healing , 2018, Burns & Trauma.

[29]  F. Wood,et al.  Monitoring wound healing in minor burns-A novel approach. , 2017, Burns : journal of the International Society for Burn Injuries.

[30]  S. Mathur,et al.  Personalized medicine could transform healthcare. , 2017, Biomedical reports.

[31]  Sean M. Randall,et al.  Burns and long-term infectious disease morbidity: A population-based study. , 2017, Burns : journal of the International Society for Burn Injuries.

[32]  S. Tihista,et al.  Effect of omega 3 polyunsaturated fatty acids derived from fish oil in major burn patients: A prospective randomized controlled pilot trial. , 2017, Clinical nutrition.

[33]  M. Jeschke,et al.  Lipidomic analysis enables prediction of clinical outcomes in burn patients , 2016, Scientific Reports.

[34]  P. Dziewulski,et al.  Hypertrophic scarring: the greatest unmet challenge after burn injury , 2016, The Lancet.

[35]  M. Fear,et al.  Timing of excision after a non-severe burn has a significant impact on the subsequent immune response in a murine model. , 2016, Burns : journal of the International Society for Burn Injuries.

[36]  R. Flower,et al.  Skin Wound Repair Is Not Altered in the Absence of Endogenous AnxA1 or AnxA5, but Pharmacological Concentrations of AnxA4 and AnxA5 Inhibit Wound Hemostasis , 2016, Cells Tissues Organs.

[37]  C. Chalfant,et al.  Arachidonic acid‐derived signaling lipids and functions in impaired healing , 2015, Wound repair and regeneration : official publication of the Wound Healing Society [and] the European Tissue Repair Society.

[38]  Leopoldo C. Cancio,et al.  Burn wound healing and treatment: review and advancements , 2015, Critical Care.

[39]  J. Odland,et al.  The Apolipoprotein B/Apolipoprotein A-I Ratio as a Potential Marker of Plasma Atherogenicity , 2015, Disease Markers.

[40]  E. Carreira,et al.  Phospholipid oxidation generates potent anti-inflammatory lipid mediators that mimic structurally related pro-resolving eicosanoids by activating Nrf2 , 2015, EMBO molecular medicine.

[41]  M. Spraul,et al.  Precision high-throughput proton NMR spectroscopy of human urine, serum, and plasma for large-scale metabolic phenotyping. , 2014, Analytical chemistry.

[42]  Ronald F. Martin Management of burns. , 2014, The Surgical clinics of North America.

[43]  A. Kontush,et al.  Unraveling the complexities of the HDL lipidome1 , 2013, Journal of Lipid Research.

[44]  L. Wallis,et al.  The Emergency Management and Treatment of Severe Burns , 2011, Emergency medicine international.

[45]  D. Herndon,et al.  Long-Term Persistance of the Pathophysiologic Response to Severe Burn Injury , 2011, PloS one.

[46]  M. Fear,et al.  Changes in cutaneous innervation in patients with chronic pain after burns. , 2011, Burns : journal of the International Society for Burn Injuries.

[47]  J. Duke,et al.  A 26-Year Population-Based Study of Burn Injury Hospital Admissions in Western Australia , 2011, Journal of burn care & research : official publication of the American Burn Association.

[48]  B. Nayak Understanding the relevance of sample size calculation , 2010, Indian journal of ophthalmology.

[49]  R. Galiano,et al.  Staphylococcal biofilms impair wound healing by delaying reepithelialization in a murine cutaneous wound model , 2009, Wound repair and regeneration : official publication of the Wound Healing Society [and] the European Tissue Repair Society.

[50]  Phillip Blondeel,et al.  Assessment of burn depth and burn wound healing potential. , 2008, Burns : journal of the International Society for Burn Injuries.

[51]  P. Vogt,et al.  A Liposome Hydrogel With Polyvinyl-Pyrrolidone Iodine in the Local Treatment of Partial-Thickness Burn Wounds , 2007, Annals of plastic surgery.

[52]  M. Mittlböck,et al.  Serum cholesterol and triglycerides: potential role in mortality prediction. , 2003, Burns : journal of the International Society for Burn Injuries.

[53]  M Flanagan,et al.  Wound measurement: can it help us to monitor progression to healing? , 2003, Journal of wound care.

[54]  Marcus Spies,et al.  Effects of delayed wound excision and grafting in severely burned children. , 2002, Archives of surgery.

[55]  M. Spraul,et al.  750 MHz 1H and 1H-13C NMR spectroscopy of human blood plasma. , 1995, Analytical chemistry.

[56]  P. Maitz,et al.  Burn injury: Challenges and advances in burn wound healing, infection, pain and scarring , 2018, Advanced drug delivery reviews.

[57]  R. Gamelli,et al.  Local Burn Injury Promotes Defects in the Epidermal Lipid and Antimicrobial Peptide Barriers in Human Autograft Skin and Burn Margin: Implications for Burn Wound Healing and Graft Survival , 2017, Journal of burn care & research : official publication of the American Burn Association.

[58]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[59]  C. Peota Novel approach. , 2011, Minnesota medicine.

[60]  Tarynn M Witten,et al.  Impaired wound healing. , 2007, Clinics in dermatology.