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Reifs Jiménez D, Casanova-Lozano L, Grau-Carrión S, Reig-Bolaño R. Artificial Intelligence Methods for Diagnostic and Decision-Making Assistance in Chronic Wounds: A Systematic Review. J Med Syst 2025; 49:29. [PMID: 39969674 PMCID: PMC11839728 DOI: 10.1007/s10916-025-02153-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Accepted: 01/24/2025] [Indexed: 02/20/2025]
Abstract
Chronic wounds, which take over four weeks to heal, are a major global health issue linked to conditions such as diabetes, venous insufficiency, arterial diseases, and pressure ulcers. These wounds cause pain, reduce quality of life, and impose significant economic burdens. This systematic review explores the impact of technological advancements on the diagnosis of chronic wounds, focusing on how computational methods in wound image and data analysis improve diagnostic precision and patient outcomes. A literature search was conducted in databases including ACM, IEEE, PubMed, Scopus, and Web of Science, covering studies from 2013 to 2023. The focus was on articles applying complex computational techniques to analyze chronic wound images and clinical data. Exclusion criteria were non-image samples, review articles, and non-English or non-Spanish texts. From 2,791 articles identified, 93 full-text studies were selected for final analysis. The review identified significant advancements in tissue classification, wound measurement, segmentation, prediction of wound aetiology, risk indicators, and healing potential. The use of image-based and data-driven methods has proven to enhance diagnostic accuracy and treatment efficiency in chronic wound care. The integration of technology into chronic wound diagnosis has shown a transformative effect, improving diagnostic capabilities, patient care, and reducing healthcare costs. Continued research and innovation in computational techniques are essential to unlock their full potential in managing chronic wounds effectively.
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Affiliation(s)
- David Reifs Jiménez
- Digital Care Research Group, University of Vic, C/ Sagrada Familia, 7, 08500, Vic, Barcelona, Spain.
| | - Lorena Casanova-Lozano
- Digital Care Research Group, University of Vic, C/ Sagrada Familia, 7, 08500, Vic, Barcelona, Spain
| | - Sergi Grau-Carrión
- Digital Care Research Group, University of Vic, C/ Sagrada Familia, 7, 08500, Vic, Barcelona, Spain
| | - Ramon Reig-Bolaño
- Digital Care Research Group, University of Vic, C/ Sagrada Familia, 7, 08500, Vic, Barcelona, Spain
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Duan J, Li B, Liu Y, Han T, Ye F, Xia H, Liu K, He J, Wang X, Cai Q, Meng W, Zhu S. Ultra-Photostable Bacterial-Seeking Near-Infrared CPDs for Simultaneous NIR-II Bioimaging and Antibacterial Therapy. Adv Healthc Mater 2024:e2401131. [PMID: 39225395 DOI: 10.1002/adhm.202401131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 07/25/2024] [Indexed: 09/04/2024]
Abstract
Bacterial infections can pose significant health risks as they have the potential to cause a range of illnesses. These infections can spread rapidly and lead to complications if not promptly diagnosed and treated. Therefore, it is of great significance to develop a probe to selectively target and image pathogenic bacteria while simultaneously killing them, as there are currently no effective clinical solutions available. This study presents a novel approach using near-infrared carbonized polymer dots (NIR-CPDs) for simultaneous in vivo imaging and treatment of bacterial infections. The core-shell structure of the NIR-CPDs facilitates their incorporation into bacterial cell membranes, leading to an increase in fluorescence brightness and photostability. Significantly, the NIR-CPDs exhibit selective bacterial-targeting properties, specifically identifying Staphylococcus aureus (S. aureus) while sparing Escherichia coli (E. coli). Moreover, under 808 nm laser irradiation, the NIR-CPDs exhibit potent photodynamic effects by generating reactive oxygen species that target and damage bacterial membranes. In vivo experiments on infected mouse models demonstrate not only precise imaging capabilities but also significant therapeutic efficacy, with marked improvements in wound healing. The study provides the dual-functional potential of NIR-CPDs as a highly effective tool for the advancement of medical diagnostics and therapeutics in the fight against bacterial infections.
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Affiliation(s)
- Jingyi Duan
- Department of Oral Implantology, School and Hospital of Stomatology, Jilin University, Changchun, 130021, P. R. China
- Jilin Provincial Key Laboratory of Science and Technology for Stomatology Nanoengineering, Jilin University, Changchun, 130021, P. R. China
| | - Baosheng Li
- Department of Oral Implantology, School and Hospital of Stomatology, Jilin University, Changchun, 130021, P. R. China
| | - Yanqun Liu
- Department of Oral Implantology, School and Hospital of Stomatology, Jilin University, Changchun, 130021, P. R. China
- Jilin Provincial Key Laboratory of Science and Technology for Stomatology Nanoengineering, Jilin University, Changchun, 130021, P. R. China
| | - Tianyang Han
- State Key Laboratory of Supramolecular Structure and Materials, Center for Supramolecular Chemical Biology, College of Chemistry, Jilin University, Changchun, 130012, P. R. China
| | - Fengming Ye
- Department of Oral Implantology, School and Hospital of Stomatology, Jilin University, Changchun, 130021, P. R. China
- Jilin Provincial Key Laboratory of Science and Technology for Stomatology Nanoengineering, Jilin University, Changchun, 130021, P. R. China
| | - Huan Xia
- Department of Oral Implantology, School and Hospital of Stomatology, Jilin University, Changchun, 130021, P. R. China
- Jilin Provincial Key Laboratory of Science and Technology for Stomatology Nanoengineering, Jilin University, Changchun, 130021, P. R. China
| | - Kaifeng Liu
- Key Laboratory for Molecular Enzymology and Engineering of Ministry of Education, School of Life Sciences, Jilin University, Changchun, 130012, P. R. China
| | - Jie He
- Department of Oral Implantology, School and Hospital of Stomatology, Jilin University, Changchun, 130021, P. R. China
- Jilin Provincial Key Laboratory of Science and Technology for Stomatology Nanoengineering, Jilin University, Changchun, 130021, P. R. China
| | - Xueke Wang
- Department of Oral Implantology, School and Hospital of Stomatology, Jilin University, Changchun, 130021, P. R. China
- Jilin Provincial Key Laboratory of Science and Technology for Stomatology Nanoengineering, Jilin University, Changchun, 130021, P. R. China
| | - Qing Cai
- Department of Oral Implantology, School and Hospital of Stomatology, Jilin University, Changchun, 130021, P. R. China
| | - Weiyan Meng
- Department of Oral Implantology, School and Hospital of Stomatology, Jilin University, Changchun, 130021, P. R. China
| | - Shoujun Zhu
- State Key Laboratory of Supramolecular Structure and Materials, Center for Supramolecular Chemical Biology, College of Chemistry, Jilin University, Changchun, 130012, P. R. China
- Key Laboratory of Organ Regeneration and Transplantation of Ministry of Education, Institute of Immunology, The First Hospital of Jilin University, Changchun, 130021, P. R. China
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Hanson-Viana E, Rojas-Ortiz JA, Rendón-Medina MA, Luna-Zepeda BL. Bacterial fluorescence imaging as a predictor of skin graft integration in burn wounds. Burns 2024; 50:1799-1811. [PMID: 38735804 DOI: 10.1016/j.burns.2024.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 03/26/2024] [Accepted: 04/06/2024] [Indexed: 05/14/2024]
Abstract
BACKGROUND Split-thickness skin graft (STSG)1 integration rates are susceptible to improvement. Infection and/or biofilm should be appropriately addressed prior to grafting to improve the likelihood of graft-take. Incorporating technological aids such as fluorescence (FL)2 imaging (MolecuLight®), which accurately locates areas of bacterial loads above 104 CFU/gr, for graft site assessment and preparation could yield better outcomes. METHODS This single-center, prospective observational study included adult burn patients with previously infected wounds that had been deemed clinically and microbiologically clean and were therefore candidates for grafting. Prior to grafting, a FL imaging assessment (blinded to the surgical team) localized areas positive for moderate-high bacterial loads (>104 CFU/gr). Intra-operatively, a standard swab sample from the recipient site was collected by the surgical team. Postoperatively, areas positive/negative for FL and areas of graft take and failure were overlapped and measured (cm2) over a 2D schematic. The performance and accuracy of FL imaging and swab sampling in relation to graft outcomes were assessed. RESULTS 38 patients were enrolled in the study. The mean total body surface area (TBSA)3 involvement was 14.5 ± 12.4 % [range 0.8 - 40.2 %]. 25/38 of the subjects enrolled had complete graft take while 13 had partial graft losses. There were no total losses. FL-imaging was positive in 100 % of losses versus 31 % (4/13) of the swab microbiology. FL-imaging was found to have a sensitivity of 86 %, specificity of 98 %, PPV of 72 %, NPV of 99 %, and an accuracy of 94 % for predicting any type or range of graft loss in the entire cohort. Meanwhile, the sensitivity of microbiology from swab samples was 30 %, with a specificity of 76 %. CONCLUSIONS FL imaging is an accurate method for assessing recipient sites and predicting the outcome of a skin graft among burn patients. These findings suggest that FL imaging can inform better decision-making surrounding grafts that may lead to better outcomes. LEVEL OF EVIDENCE Level IIA, Therapeutic study.
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Affiliation(s)
- Erik Hanson-Viana
- Plastic and Reconstructive Surgery Department, Mexico City General Hospital Dr. Rúben Leñero, Mexico.
| | - Jorge Arturo Rojas-Ortiz
- Plastic and Reconstructive Surgery Department, Mexico City General Hospital Dr. Rúben Leñero, Mexico
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Andersen CA, Ayoola G, Johnson AR, Johnson J, Kelso MR, Serena TE, Oropallo A. Bacterial Fluorescence Imaging to Address Racial Inequities in Wound Infection Assessment. Adv Skin Wound Care 2024; 37:399-403. [PMID: 39037092 DOI: 10.1097/asw.0000000000000184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/23/2024]
Affiliation(s)
- Charles A Andersen
- Charles A. Andersen, MD, MAPWCA, is Chief, Wound Care Service, Madigan Army Medical Center Joint Base Lewis-McChord, Tacoma, Washington, USA. Gabriel Ayoola, PhD, is Lecturer, Afroamerican and African Studies, University of Michigan, Ann Arbor, Michigan. Alton R. Johnson, Jr, DPM, CWSP, is Clinical Assistant Professor and Attending Physician, Department of Orthopedic Surgery-Foot and Ankle, University of Michigan Medical School, Ann Arbor. Jonathan Johnson, MD, MBA, is Founder and Surgical Director, Comprehensive Wound Care Services and Capital Aesthetic & Laser Center, Washington, District of Columbia. Martha R. Kelso, RN, HBOT, is Founder and Chief Executive Officer, Wound Care Plus LLC, Blue Springs, Missouri. Thomas E. Serena, MD, MAPWCA, is Founder and Chief Executive Officer, SerenaGroup Inc, Cambridge, Massachusetts. Alisha Oropallo, MD, is Professor of Surgery, Zucker School of Medicine, Hofstra University/Northwell Health, Hempstead, New York, and Director, Comprehensive Wound Healing Center and Hyperbarics, Northwell Health, Lake Success, New York
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Fitridge R, Chuter V, Mills J, Hinchliffe R, Azuma N, Behrendt CA, Boyko EJ, Conte MS, Humphries M, Kirksey L, McGinigle KC, Nikol S, Nordanstig J, Rowe V, Russell D, van den Berg JC, Venermo M, Schaper N. The intersocietal IWGDF, ESVS, SVS guidelines on peripheral artery disease in people with diabetes and a foot ulcer. Diabetes Metab Res Rev 2024; 40:e3686. [PMID: 37726988 DOI: 10.1002/dmrr.3686] [Citation(s) in RCA: 32] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/21/2023]
Abstract
Diabetes related foot complications have become a major cause of morbidity and are implicated in most major and minor amputations globally. Approximately 50% of people with diabetes and a foot ulcer have peripheral artery disease (PAD) and the presence of PAD significantly increases the risk of adverse limb and cardiovascular events. The International Working Group on the Diabetic Foot (IWGDF) has published evidence based guidelines on the management and prevention of diabetes related foot complications since 1999. This guideline is an update of the 2019 IWGDF guideline on the diagnosis, prognosis and management of peripheral artery disease in people with diabetes mellitus and a foot ulcer. For this guideline the IWGDF, the European Society for Vascular Surgery and the Society for Vascular Surgery decided to collaborate to develop a consistent suite of recommendations relevant to clinicians in all countries. This guideline is based on three new systematic reviews. Using the Grading of Recommendations, Assessment, Development, and Evaluation framework clinically relevant questions were formulated, and the literature was systematically reviewed. After assessing the certainty of the evidence, recommendations were formulated which were weighed against the balance of benefits and harms, patient values, feasibility, acceptability, equity, resources required, and when available, costs. Through this process five recommendations were developed for diagnosing PAD in a person with diabetes, with and without a foot ulcer or gangrene. Five recommendations were developed for prognosis relating to estimating likelihood of healing and amputation outcomes in a person with diabetes and a foot ulcer or gangrene. Fifteen recommendations were developed related to PAD treatment encompassing prioritisation of people for revascularisation, the choice of a procedure and post-surgical care. In addition, the Writing Committee has highlighted key research questions where current evidence is lacking. The Writing Committee believes that following these recommendations will help healthcare professionals to provide better care and will reduce the burden of diabetes related foot complications.
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Affiliation(s)
- Robert Fitridge
- Faculty of Health and Medical Sciences, University of Adelaide and Vascular and Endovascular Service, Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - Vivienne Chuter
- School of Health Sciences, Western Sydney University, Campbelltown, New South Wales, Australia
| | | | - Robert Hinchliffe
- Bristol Centre for Surgical Research, University of Bristol, Bristol, UK
| | | | - Christian-Alexander Behrendt
- Department of Vascular and Endovascular Surgery, Asklepios Clinic Wandsbek, Asklepios Medical School, Hamburg, Germany
| | | | - Michael S Conte
- San Francisco Medical Centre, University of California, San Francisco, California, USA
| | | | | | | | - Sigrid Nikol
- Clinical and Interventional Angiology, Asklepios Klinik, St Georg, Hamburg, Germany
| | | | - Vincent Rowe
- David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | | | - Jos C van den Berg
- CENTRO VASCOLARE TICINO Ospedale Regionale di Lugano, sede Civico and Universitätsinstitut für Diagnostische, Interventionelle und Pädiatrische Radiologie Inselspital, Universitätsspital, Bern, Switzerland
| | - Maarit Venermo
- Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Nicolaas Schaper
- Division of Endocrinology, Department Internal Medicine, MUMC+, Maastricht, The Netherlands
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Wu FM, Gorelik D, Brenner MJ, Takashima M, Goyal A, Kita AE, Rose AS, Hong RS, Abuzeid WM, Maria PS, Al‐Sayed AA, Dunham ME, Kadkade P, Schaffer SR, Johnson AW, Eshraghi AA, Samargandy S, Morrison RJ, Weissbrod PA, Mitchell MB, Rabbani CC, Futran N, Ahmed OG. New Medical Device and Therapeutic Approvals in Otolaryngology: State of the Art Review of 2022. OTO Open 2024; 8:e105. [PMID: 38259521 PMCID: PMC10802084 DOI: 10.1002/oto2.105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Accepted: 11/14/2023] [Indexed: 01/24/2024] Open
Abstract
Objective To review new drugs and devices relevant to otolaryngology approved by the Food and Drug Administration (FDA) in 2022. Data Sources Publicly available FDA data on drugs and devices approved in 2022. Review Methods A preliminary screen was conducted to identify drugs and devices relevant to otolaryngology. A secondary screen by members of the American Academy of Otolaryngology-Head and Neck Surgery's (AAO-HNS) Medical Devices and Drugs Committee differentiated between minor updates and new approvals. The final list of drugs and devices was sent to members of each subspecialty for review and analysis. Conclusion A total of 1251 devices and 37 drugs were identified on preliminary screening. Of these, 329 devices and 5 drugs were sent to subspecialists for further review, from which 37 devices and 2 novel drugs were selected for further analysis. The newly approved devices spanned all subspecialties within otolaryngology. Many of the newly approved devices aimed to enhance patient experience, including over-the-counter hearing aids, sleep monitoring devices, and refined CPAP devices. Other advances aimed to improve surgical access, convenience, or comfort in the operating room and clinic. Implications for Practice Many new devices and drugs are approved each year to improve patient care and care delivery. By staying up to date with these advances, otolaryngologists can leverage new innovations to improve the safety and quality of care. Given the recent approval of these devices, further studies are needed to assess long-term impact within the field of otolaryngology.
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Affiliation(s)
- Franklin M. Wu
- Department of Otolaryngology–Head and Neck SurgeryHouston Methodist HospitalHoustonUSA
| | - Daniel Gorelik
- Department of Otolaryngology–Head and Neck SurgeryHouston Methodist HospitalHoustonUSA
| | - Michael J. Brenner
- Department of Otolaryngology–Head & Neck SurgeryUniversity of Michigan Medical SchoolAnn ArborUSA
| | - Masayoshi Takashima
- Department of Otolaryngology–Head and Neck SurgeryHouston Methodist HospitalHoustonUSA
| | - Amit Goyal
- Department of OtorhinolaryngologyAll India Institute of Medical Sciences JodhpurJodhpurUSA
| | - Ashley E. Kita
- Department of Head and Neck SurgeryDavid Geffen School of Medicine at UCLALos AngelesUSA
| | - Austin S. Rose
- University of North Carolina School of Medicine Department of Otolaryngology–Head and Neck Surgery
| | - Robert S. Hong
- Michigan Ear InstituteFarmington HillsUSA
- Department of Otolaryngology–Head and Neck SurgeryWayne State UniversityDetroitUSA
| | - Waleed M. Abuzeid
- University of Washington Department of Otolaryngology–Head and Neck Surgery
| | - Peter S. Maria
- Stanford University Department of Otolaryngology–Head and Neck Surgery
| | - Ahmed A. Al‐Sayed
- King Saud University Department of Otolaryngology–Head & Neck Surgery
| | - Michael E. Dunham
- Louisiana State University Health Sciences Center School of Medicine Department of Otolaryngology–Head and Neck Surgery
| | - Prajoy Kadkade
- Columbia University–Harlem Hospital Department of Surgery
- Department of SurgeryNYU Long Island School of MedicineNew York CityUSA
| | - Scott R. Schaffer
- Department of Otorhinolaryngology–Head and Neck SurgeryHospital University of PennsylvaniaPhiladelphiaUSA
| | - Alan W. Johnson
- Department of Otolaryngology–Head & Neck SurgeryPark Nicollet Specialty CareBloomingtonUSA
| | - Adrien A. Eshraghi
- Department of Otolaryngology and NeurosurgeryUniversity of Miami Miller School of MedicineMiamiUSA
| | - Shireen Samargandy
- Department of Otolaryngology–Head and Neck SurgeryUniversity of ArizonaTucsonUSA
- Department of Otolaryngology–Head and Neck SurgeryKing Abdulaziz UniversityJeddahSaudi Arabia
| | - Robert J. Morrison
- Department of Otolaryngology–Head & Neck SurgeryUniversity of Michigan Medical SchoolAnn ArborUSA
| | - Philip A. Weissbrod
- Division of Otolaryngology–Head and Neck SurgeryUniversity of California San DiegoLa JollaUSA
| | - Margaret B. Mitchell
- Department of Otolaryngology–Head & Neck SurgeryHarvard Medical School/Mass Eye and EarBostonUSA
| | - Cyrus C. Rabbani
- Department of Otolaryngology–Head and Neck SurgeryCase Western Reserve University and University HospitalsClevelandUSA
| | - Neil Futran
- University of Washington Department of Otolaryngology–Head and Neck Surgery
| | - Omar G. Ahmed
- Department of Otolaryngology–Head and Neck SurgeryHouston Methodist HospitalHoustonUSA
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Fitridge R, Chuter V, Mills J, Hinchliffe R, Azuma N, Behrendt CA, Boyko EJ, Conte MS, Humphries M, Kirksey L, McGinigle KC, Nikol S, Nordanstig J, Rowe V, Russell D, van den Berg JC, Venermo M, Schaper N. The intersocietal IWGDF, ESVS, SVS guidelines on peripheral artery disease in people with diabetes mellitus and a foot ulcer. J Vasc Surg 2023; 78:1101-1131. [PMID: 37724985 DOI: 10.1016/j.jvs.2023.07.020] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/21/2023]
Abstract
Diabetes related foot complications have become a major cause of morbidity and are implicated in most major and minor amputations globally. Approximately 50% of people with diabetes and a foot ulcer have peripheral artery disease (PAD) and the presence of PAD significantly increases the risk of adverse limb and cardiovascular events. The International Working Group on the Diabetic Foot (IWGDF) has published evidence based guidelines on the management and prevention of diabetes related foot complications since 1999. This guideline is an update of the 2019 IWGDF guideline on the diagnosis, prognosis, and management of peripheral artery disease in people with diabetes mellitus and a foot ulcer. For this updated guideline, the IWGDF, the European Society for Vascular Surgery, and the Society for Vascular Surgery decided to collaborate to develop a consistent suite of recommendations relevant to clinicians in all countries. This guideline is based on three new systematic reviews. Using the Grading of Recommendations, Assessment, Development and Evaluation framework clinically relevant questions were formulated, and the literature was systematically reviewed. After assessing the certainty of the evidence, recommendations were formulated which were weighed against the balance of benefits and harms, patient values, feasibility, acceptability, equity, resources required, and when available, costs. Through this process five recommendations were developed for diagnosing PAD in a person with diabetes, with and without a foot ulcer or gangrene. Five recommendations were developed for prognosis relating to estimating likelihood of healing and amputation outcomes in a person with diabetes and a foot ulcer or gangrene. Fifteen recommendations were developed related to PAD treatment encompassing prioritisation of people for revascularisation, the choice of a procedure and post-surgical care. In addition, the Writing Committee has highlighted key research questions where current evidence is lacking. The Writing Committee believes that following these recommendations will help healthcare professionals to provide better care and will reduce the burden of diabetes related foot complications.
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Affiliation(s)
- Robert Fitridge
- Faculty of Health and Medical Sciences, University of Adelaide and Vascular and Endovascular Service, Royal Adelaide Hospital Adelaide, Australia.
| | - Vivienne Chuter
- School of Health Sciences, Western Sydney University, Campbelltown, Australia
| | | | - Robert Hinchliffe
- Bristol Centre for Surgical Research, University of Bristol, Bristol, UK
| | | | - Christian-Alexander Behrendt
- Department of Vascular and Endovascular Surgery, Asklepios Clinic Wandsbek, Asklepios Medical School, Hamburg, Germany
| | | | - Michael S Conte
- University of California, San Francisco Medical Centre, CA, USA
| | | | | | | | - Sigrid Nikol
- Clinical and Interventional Angiology, Asklepios Klinik, St Georg, Hamburg, Germany
| | | | - Vincent Rowe
- David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
| | | | - Jos C van den Berg
- CENTRO VASCOLARE TICINO Ospedale Regionale di Lugano, sede Civico and Universitätsinstitut für Diagnostische, Interventionelle und Pädiatrische Radiologie Inselspital, Universitätsspital Bern Switzerland
| | - Maarit Venermo
- Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Nicolaas Schaper
- Division of Endocrinology, Dept. Internal Medicine, MUMC+, The Netherlands
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Jacob A, Jones LM, Abdo RJ, Cruz‐Schiavone SF, Skerker R, Caputo WJ, Krehbiel N, Moyer‐Harris AK, McAtee A, Baker I, Gray MD, Rennie MY. Lights, fluorescence, action-Influencing wound treatment plans including debridement of bacteria and biofilms. Int Wound J 2023; 20:3279-3288. [PMID: 37132372 PMCID: PMC10502265 DOI: 10.1111/iwj.14208] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 04/06/2023] [Accepted: 04/12/2023] [Indexed: 05/04/2023] Open
Abstract
High bacterial loads within chronic wounds increase the risk of infection and complication. Detection and localization of bacterial loads through point-of-care fluorescence (FL) imaging can objectively inform and support bacterial treatment decisions. This single time-point, retrospective analysis describes the treatment decisions made on 1000 chronic wounds (DFUs, VLUs, PIs, surgical wounds, burns, and others) at 211 wound-care facilities across 36 US states. Clinical assessment findings and treatment plans derived from them, as well as subsequent FL-imaging (MolecuLight®) findings and any associated treatment plan changes, were recorded for analysis. FL signals indicating elevated bacterial loads were observed in 701 wounds (70.8%), while only 293 (29.6%) showed signs/symptoms of infection. After FL-imaging, treatment plans changed in 528 wounds as follows: more extensive debridement (18.7%), more extensive hygiene (17.2%), FL-targeted debridement (17.2%), new topical therapies (10.1%), new systemic antibiotic prescriptions (9.0%), FL-guided sampling for microbiological analysis (6.2%), and changes in dressing selection (3.2%). These real-world findings of asymptomatic bacterial load/biofilm incidence, and of the frequent treatment plan changes post-imaging, are in accordance with clinical trial findings using this technology. These data, from a range of wound types, facilities, and clinician skill sets, suggest that point-of-care FL-imaging information improves bacterial infection management.
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Fitridge R, Chuter V, Mills J, Hinchliffe R, Azuma N, Behrendt CA, Boyko EJ, Conte MS, Humphries M, Kirksey L, McGinigle KC, Nikol S, Nordanstig J, Rowe V, Russell D, van den Berg JC, Venermo M, Schaper N. Editor's Choice - The Intersocietal IWGDF, ESVS, SVS Guidelines on Peripheral Artery Disease in People With Diabetes Mellitus and a Foot Ulcer. Eur J Vasc Endovasc Surg 2023; 66:454-483. [PMID: 37724984 DOI: 10.1016/j.ejvs.2023.07.020] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/21/2023]
Abstract
Diabetes related foot complications have become a major cause of morbidity and are implicated in most major and minor amputations globally. Approximately 50% of people with diabetes and a foot ulcer have peripheral artery disease (PAD) and the presence of PAD significantly increases the risk of adverse limb and cardiovascular events. The International Working Group on the Diabetic Foot (IWGDF) has published evidence based guidelines on the management and prevention of diabetes related foot complications since 1999. This guideline is an update of the 2019 IWGDF guideline on the diagnosis, prognosis, and management of peripheral artery disease in people with diabetes mellitus and a foot ulcer. For this updated guideline, the IWGDF, the European Society for Vascular Surgery, and the Society for Vascular Surgery decided to collaborate to develop a consistent suite of recommendations relevant to clinicians in all countries. This guideline is based on three new systematic reviews. Using the Grading of Recommendations, Assessment, Development and Evaluation framework clinically relevant questions were formulated, and the literature was systematically reviewed. After assessing the certainty of the evidence, recommendations were formulated which were weighed against the balance of benefits and harms, patient values, feasibility, acceptability, equity, resources required, and when available, costs. Through this process five recommendations were developed for diagnosing PAD in a person with diabetes, with and without a foot ulcer or gangrene. Five recommendations were developed for prognosis relating to estimating likelihood of healing and amputation outcomes in a person with diabetes and a foot ulcer or gangrene. Fifteen recommendations were developed related to PAD treatment encompassing prioritisation of people for revascularisation, the choice of a procedure and post-surgical care. In addition, the Writing Committee has highlighted key research questions where current evidence is lacking. The Writing Committee believes that following these recommendations will help healthcare professionals to provide better care and will reduce the burden of diabetes related foot complications.
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Affiliation(s)
- Robert Fitridge
- Faculty of Health and Medical Sciences, University of Adelaide and Vascular and Endovascular Service, Royal Adelaide Hospital Adelaide, Australia.
| | - Vivienne Chuter
- School of Health Sciences, Western Sydney University, Campbelltown, Australia
| | | | - Robert Hinchliffe
- Bristol Centre for Surgical Research, University of Bristol, Bristol, UK
| | | | - Christian-Alexander Behrendt
- Department of Vascular and Endovascular Surgery, Asklepios Clinic Wandsbek, Asklepios Medical School, Hamburg, Germany
| | | | - Michael S Conte
- University of California, San Francisco Medical Centre, CA, USA
| | | | | | | | - Sigrid Nikol
- Clinical and Interventional Angiology, Asklepios Klinik, St Georg, Hamburg, Germany
| | | | - Vincent Rowe
- David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
| | | | - Jos C van den Berg
- CENTRO VASCOLARE TICINO Ospedale Regionale di Lugano, sede Civico and Universitätsinstitut für Diagnostische, Interventionelle und Pädiatrische Radiologie Inselspital, Universitätsspital Bern Switzerland
| | - Maarit Venermo
- Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Nicolaas Schaper
- Division of Endocrinology, Dept. Internal Medicine, MUMC+, The Netherlands
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Serena TE, Simman R, Wahab N, Cole W. Proceedings of the Leaders in Wound Healing conference. J Wound Care 2023; 32:S5-S11. [PMID: 37682797 DOI: 10.12968/jowc.2023.32.sup9.s5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/10/2023]
Abstract
SerenaGroup Research Foundation, New Orleans, 17-19 April 2023.
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11
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Weber Y, Duadi H, Rudraiah PS, Yariv I, Yahav G, Fixler D, Ankri R. Fluorescence attenuated by a thick scattering medium: Theory, simulations and experiments. JOURNAL OF BIOPHOTONICS 2023; 16:e202300045. [PMID: 36883623 DOI: 10.1002/jbio.202300045] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 03/01/2023] [Accepted: 03/04/2023] [Indexed: 06/07/2023]
Abstract
Fluorescence-based imaging has an enormous impact on our understanding of biological systems. However, in vivo fluorescence imaging is greatly influenced by tissue scattering. A better understanding of this dependence can improve the potential of noninvasive in vivo fluorescence imaging. In this article, we present a diffusion model, based on an existing master-slave model, of isotropic point sources imbedded in a scattering slab, representing fluorophores within a tissue. The model was compared with Monte Carlo simulations and measurements of a fluorescent slide measured through tissue-like phantoms with different reduced scattering coefficients (0.5-2.5 mm-1 ) and thicknesses (0.5-5 mm). Results show a good correlation between our suggested theory, simulations and experiments; while the fluorescence intensity decays as the slab's scattering and thickness increase, the decay rate decreases as the reduced scattering coefficient increases in a counterintuitive manner, suggesting fewer fluorescence artifacts from deep within the tissue in highly scattering media.
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Affiliation(s)
- Yitzchak Weber
- The Department of Physics, Ariel University, Ariel, 4007000, Israel
- Faculty of Engineering and Institute of Nanotechnology and Advanced Materials, Bar Ilan University, Ramat Gan, 5290002, Israel
| | - Hamootal Duadi
- Faculty of Engineering and Institute of Nanotechnology and Advanced Materials, Bar Ilan University, Ramat Gan, 5290002, Israel
| | - Pavitra Sokke Rudraiah
- Faculty of Engineering and Institute of Nanotechnology and Advanced Materials, Bar Ilan University, Ramat Gan, 5290002, Israel
| | - Inbar Yariv
- Faculty of Engineering and Institute of Nanotechnology and Advanced Materials, Bar Ilan University, Ramat Gan, 5290002, Israel
| | - Gilad Yahav
- Faculty of Engineering and Institute of Nanotechnology and Advanced Materials, Bar Ilan University, Ramat Gan, 5290002, Israel
| | - Dror Fixler
- Faculty of Engineering and Institute of Nanotechnology and Advanced Materials, Bar Ilan University, Ramat Gan, 5290002, Israel
| | - Rinat Ankri
- The Department of Physics, Ariel University, Ariel, 4007000, Israel
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Kurokami Y, Kurosaki Y, Yamashita C, Yokoi K, Tonomura K, Kiyohara E, Ishitsuka Y, Fujimoto M, Tanemura A. Instantly evaluating bacterial infections on skin ulcers in an Asian population using a fluorescence‐emitting device. JOURNAL OF CUTANEOUS IMMUNOLOGY AND ALLERGY 2023. [DOI: 10.1002/cia2.12293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023] Open
Affiliation(s)
- Yu Kurokami
- Department of Dermatology Osaka University Graduate School of Medicine Suita Japan
| | - Yukiho Kurosaki
- Department of Dermatology Osaka University Graduate School of Medicine Suita Japan
| | - Chigusa Yamashita
- Department of Dermatology Osaka University Graduate School of Medicine Suita Japan
| | - Kazunori Yokoi
- Department of Dermatology Osaka University Graduate School of Medicine Suita Japan
| | - Kyoko Tonomura
- Department of Dermatology Osaka University Graduate School of Medicine Suita Japan
| | - Eiji Kiyohara
- Department of Dermatology Osaka University Graduate School of Medicine Suita Japan
| | - Yosuke Ishitsuka
- Department of Dermatology Osaka University Graduate School of Medicine Suita Japan
| | - Manabu Fujimoto
- Department of Dermatology Osaka University Graduate School of Medicine Suita Japan
| | - Atsushi Tanemura
- Department of Dermatology Osaka University Graduate School of Medicine Suita Japan
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Armstrong DG, Edmonds ME, Serena TE. Point-of-care fluorescence imaging reveals extent of bacterial load in diabetic foot ulcers. Int Wound J 2023; 20:554-566. [PMID: 36708275 PMCID: PMC9885466 DOI: 10.1111/iwj.14080] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 11/24/2022] [Accepted: 11/28/2022] [Indexed: 01/29/2023] Open
Abstract
Elevated levels of bacteria, including biofilm, increase the risk of chronic wound infection and inhibit healing. Addressing asymptomatic high bacterial loads is challenged by a lack of clinical terminology and diagnostic tools. This post-hoc multicenter clinical trial analysis of 138 diabetic foot ulcers investigates fluorescence (FL)-imaging role in detecting biofilm-encased and planktonic bacteria in wounds at high loads. The sensitivity and specificity of clinical assessment and FL-imaging were compared across bacterial loads of concern (104 -109 CFU/g). Quantitative tissue culture confirmed the total loads. Bacterial presence was confirmed in 131/138 ulcers. Of these, 93.9% had loads >104 CFU/g. In those wounds, symptoms of infection were largely absent and did not correlate with, or increase proportionately with, bacterial loads at any threshold. FL-imaging increased sensitivity for the detection of bacteria across loads 104 -109 (P < .0001), peaking at 92.6% for >108 CFU/g. Imaging further showed that 84.2% of ulcers contained high loads in the periwound region. New terminology, chronic inhibitory bacterial load (CIBL), describes frequently asymptomatic, high bacterial loads in diabetic ulcers and periwound tissues, which require clinical intervention to prevent sequelae of infection. We anticipate this will spark a paradigm shift in assessment and management, enabling earlier intervention along the bacterial-infection continuum and supporting improved wound outcomes.
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Affiliation(s)
- David G. Armstrong
- Department of SurgeryKeck School of Medicine of University of Southern CaliforniaLos AngelesCaliforniaUSA
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Serena TE, Snyder RJ, Bowler PG. Use of fluorescence imaging to optimize location of tissue sampling in hard-to-heal wounds. Front Cell Infect Microbiol 2023; 12:1070311. [PMID: 36710976 PMCID: PMC9878329 DOI: 10.3389/fcimb.2022.1070311] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 12/20/2022] [Indexed: 01/14/2023] Open
Abstract
Introduction Wound microflora in hard-to-heal wounds is invariably complex and diverse. Determining the interfering organisms(s) is therefore challenging. Tissue sampling, particularly in large wounds, is subjective and, when performed, might involve swabbing or biopsy of several locations. Fluorescence (FL) imaging of bacterial loads is a rapid, non-invasive method to objectively locate microbial hotspots (loads >104 CFU/gr). When sampling is deemed clinically necessary, imaging may indicate an optimal site for tissue biopsy. This study aimed to investigate the microbiology of wound tissue incisional biopsies taken from sites identified by FL imaging compared with sites selected by clinical judgment. Methods A post hoc analysis of the 350-patient FLAAG wound trial was conducted; 78 wounds were included in the present study. All 78 wounds were biopsied at two sites: one at the center of the wound per standard of care (SoC) and one site guided by FL-imaging findings, allowing for comparison of total bacterial load (TBL) and species present. Results The comparison between the two biopsy sites revealed that clinical uncertainty was higher as wound surface area increased. The sensitivity of a FL-informed biopsy was 98.7% for accurately finding any bacterial loads >104 CFU/g, compared to 87.2% for SoC (p=0.0059; McNemar test). Regarding species detected, FL-informed biopsies detected an average of 3 bacterial species per biopsy versus 2.2 species with SoC (p < 0.001; t-test). Microbial hotspots with a higher number of pathogens also included the CDC's pathogens of interest. Conclusions & perspective FL imaging provides a more accurate and relevant microbiological profile that guides optimal wound sampling compared to clinical judgment. This is particularly interesting in large, complex wounds, as evidenced in the wounds studied in this post hoc analysis. In addition, fluorescence imaging enables earlier bacterial detection and intervention, guiding early and appropriate wound hygiene and potentially reducing the need for antibiotic use. When indicated, this diagnostic partnership with antibiotic stewardship initiatives is key to ameliorating the continuing threat of antibiotic resistance.
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Affiliation(s)
| | - Robert J. Snyder
- Foot and Ankle Institute, Barry University, Miami, FL, United States
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Mudjahid M, Nainu F, Utami RN, Sam A, Marzaman ANF, Roska TP, Asri RM, Himawan A, Donnelly RF, Permana AD. Enhancement in Site-Specific Delivery of Chloramphenicol Using Bacterially Sensitive Microparticle Loaded Into Dissolving Microneedle: Potential For Enhanced Effectiveness Treatment of Cellulitis. ACS APPLIED MATERIALS & INTERFACES 2022; 14:56560-56577. [PMID: 36516276 DOI: 10.1021/acsami.2c16857] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
One of the biggest challenges in infectious disease treatment is the existence of bacterial infections in underskin wound tissue, such as cellulitis. Compared to other treatments, it is harder for antibacterial drugs to penetrate the physical barrier on the affected skin with a nonspecific target, making conventional therapy for cellulitis infection more difficult and considered. In this novel research, we pioneer a combined strategy of dissolving microneedles (MNs) and bacteria-sensitive microparticles (MPs) for enhanced penetration and targeted delivery of chloramphenicol (CHL) to the infection site specifically. The polycaprolactone polymer was used to make MPs because of its sensitivity to bacterial enzyme stimuli. The best microparticle formulation was discovered and optimized using the Design-Expert application. Furthermore, this study evaluated the antibacterial activity of MPs in vitro and in vivo on the mutant Drosophila larval infection model. This strategy shows improvement in the antibacterial activity of MPs and higher retention duration compared to conventional cream formulation, and the inclusion of these MPs into dissolving MNs was able to greatly improve the dermatokinetic characteristics of CHL in ex vivo evaluation. Importantly, the antimicrobial efficacy in an ex vivo infection model demonstrated that, following the use of this strategy, bacterial bioburdens decreased by up to 99.99% after 24 h. The findings offered a proof of concept for the enhancement of CHL dermatokinetic profiles and antimicrobial activities after its preparation into bacteria-sensitive MPs and distribution by MNs. Future research should investigate in vivo effectiveness in an appropriate animal model.
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Affiliation(s)
- Mukarram Mudjahid
- Department of Pharmaceutics, Faculty of Pharmacy, Hasanuddin University, Makassar90245, Indonesia
| | - Firzan Nainu
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Universitas Hasanuddin, Makassar90245, Indonesia
| | - Rifka Nurul Utami
- Department of Pharmaceutics, Faculty of Pharmacy, Hasanuddin University, Makassar90245, Indonesia
| | - Anwar Sam
- Department of Pharmaceutics, Faculty of Pharmacy, Hasanuddin University, Makassar90245, Indonesia
| | | | - Tri Puspita Roska
- Department of Pharmaceutics, Faculty of Pharmacy, Hasanuddin University, Makassar90245, Indonesia
| | - Rangga Meidianto Asri
- Department of Pharmaceutics, Faculty of Pharmacy, Hasanuddin University, Makassar90245, Indonesia
| | - Achmad Himawan
- Department of Pharmaceutics, Faculty of Pharmacy, Hasanuddin University, Makassar90245, Indonesia
| | - Ryan F Donnelly
- School of Pharmacy, Queen's University Belfast, Medical Biology Centre, 97 Lisburn Road, BelfastBT9 7BL, United Kingdom
| | - Andi Dian Permana
- Department of Pharmaceutics, Faculty of Pharmacy, Hasanuddin University, Makassar90245, Indonesia
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Sandy-Hodgetts K, Andersen CA, Al-Jalodi O, Serena L, Teimouri C, Serena TE. Uncovering the high prevalence of bacterial burden in surgical site wounds with point-of-care fluorescence imaging. Int Wound J 2021; 19:1438-1448. [PMID: 34962067 PMCID: PMC9493216 DOI: 10.1111/iwj.13737] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 12/01/2021] [Indexed: 01/21/2023] Open
Abstract
Detection of bacterial burden within or near surgical wounds is critical to reducing the occurrence of surgical site infection (SSI). A distinct lack of reliable methods to identify postoperative bioburden has forced reliance on clinical signs and symptoms of infection (CSS). As a result, infection management has been reactive, rather than proactive. Fluorescence imaging of bacterial burden (FL) is positioned to potentially flip that paradigm. This post hoc analysis evaluated 58 imaged and biopsied surgical site wounds from the multi‐centre fluorescence imaging assessment and guidance clinical trial. Diagnostic accuracy measures of CSS and FL were evaluated. A reader study investigated the impact of advanced image interpretation experience on imaging sensitivity. Forty‐four of fifty‐eight surgical site wounds (75.8%) had bacterial loads >104 CFU/g (median = 3.11 × 105 CFU/g); however, only 3 of 44 were CSS positive (sensitivity of 6.8%). FL improved sensitivity of bacterial detection by 5.7‐fold compared with CSS alone (P = .0005). Sensitivity improved by 11.3‐fold over CSS among clinicians highly experienced with FL interpretation (P < .0001). Surgical sites that reach the stage of referral to a wound specialist frequently harbour asymptomatic high bacterial loads that delay healing and increase infection risk. Advanced imaging of pathological bacterial burden improves surgical site monitoring and may reduce the rate of SSIs.
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Affiliation(s)
- Kylie Sandy-Hodgetts
- School of Biomedical Sciences, Pathology and Laboratory Science, University of Western Australia, Perth, Western Australia, Australia.,Centre for Molecular Medicine & Innovative Therapeutics, Murdoch University, Murdoch, Western Australia, Australia
| | - Charles A Andersen
- Wound Care Clinic, Madigan Army Medical Center, Joint Base Lewis-McChord, Renton, Washington, USA
| | - Omar Al-Jalodi
- SerenaGroup Research Foundation, Cambridge, Massachusetts, USA
| | - Laura Serena
- SerenaGroup Research Foundation, Cambridge, Massachusetts, USA
| | | | - Thomas E Serena
- SerenaGroup Research Foundation, Cambridge, Massachusetts, USA
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