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Wang Y, Jiang C, Xing YQ, Zou L, Song M, Qu X, Jia Z, Zhao L, Han X, Zong J, Wang S. Establishing a clinical prediction model for diabetic foot ulcers in type 2 diabetic patients with lower extremity arteriosclerotic occlusion using machine learning. Sci Rep 2025; 15:11737. [PMID: 40188298 PMCID: PMC11972369 DOI: 10.1038/s41598-025-96502-9] [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: 08/19/2024] [Accepted: 03/28/2025] [Indexed: 04/07/2025] Open
Abstract
The burden of diabetic foot ulcers (DFU) is exacerbated in diabetic patients with concomitant arteriosclerotic occlusion disease (ASO) in the lower extremities, who experience more severe symptoms and poorer prognoses. The study aims to develop a predictive model grounded in machine learning (ML) algorithms, specifically tailored to forecast the occurrence of DFU in diabetic patients with lower extremity ASO. The study involves the data from diabetic patients diagnosed with lower extremity ASO from January 1, 2011 to August 31, 2023. We conducted quality control on the data. Subsequently, the dataset was divided into a training set comprising patients before 2020 and a validation set comprising patients in 2020 and onwards. Patients were stratified into the DFU group or the non-DFU group based on the occurrence of DFU. Intergroup comparisons were conducted to analyze the differences between these two groups. Logistic regression analyses, 3 kinds of machine learning algorithms, a predictive model and nomogram was formulated to estimate the risk of DFU occurrence among diabetic patients with lower extremity ASO. Internal validation of the model was undertaken using the bootstrap method, combing with external temporal validation, with the results visually presented through the Receiver Operating Characteristic (ROC) curve and the Calibration curve. To evaluate the clinical practicality of the model, Decision Curve Analysis (DCA) and Clinical Impact Curve (CIC) were employed. Body Mass Index (BMI), hypertension, coronary heart disease, diabetic nephropathy, the number of lower leg artery occlusions, controlling glucose by insulin injection, age, number of cigarettes smoked per day, diastolic blood pressure, and C-reactive protein (CRP) were utilized to construct a clinical prediction model. This model exhibited a high predictive performance (AUC = 0.962), and the results from both internal validation and external temporal validation further confirmed its high accuracy and reproducibility (AUC = 0.968 and AUC = 0.977, respectively). Additionally, DCA and CIC demonstrated the high clinical practicality of this model. The clinical prediction model exhibited excellent accuracy and reproducibility, along with broad clinical practicality. It provides a good reference for the diagnosis and treatment of DFU.
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Affiliation(s)
- Yubo Wang
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Chunyu Jiang
- Department of Trauma Surgery, The Second Affiliated Hospital of Harbin Medical University, Dalian, China
| | - Yi Qi Xing
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Linxuan Zou
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Mingzhi Song
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Xueling Qu
- Pelvic Floor Repair Center, Dalian Women and Children Medical Center (Group), Dalian, China
| | - Zhuqiang Jia
- Naqu People's Hospital, Tibet, China
- The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Lin Zhao
- Department of Quality Management, Dalian Municipal Central Hospital, Dalian, China
| | - Xin Han
- Naqu People's Hospital, Tibet, China.
- Department of Orthopaedic Surgery, The Second Affiliated Hospital of Dalian Medical University, Dalian, China.
| | - Junwei Zong
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.
| | - Shouyu Wang
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.
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Karbasiun F, Shahrokh S, Yazdi M, Siavash M, Tabatabaee A. Comparison of Procalcitonin Levels in Diabetic Foot Ulcer Infection and Osteomyelitis: A Systematic Review and Meta-Analysis. INT J LOW EXTR WOUND 2025:15347346251325898. [PMID: 40096021 DOI: 10.1177/15347346251325898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
BackgroundFoot ulcers represent a major complication in patients with diabetes and are often challenging for clinicians. Distinguishing between infected and non-infected diabetes foot ulcers (DFUs) can prevent many irreversible injuries such as inappropriate antibiotic therapy, amputation, and even death. Procalcitonin (PCT) has been proposed in the diagnosis of infection and osteomyelitis in diabetes foot ulcers. The present study aimed to compare PCT levels between patients with and without infected diabetes foot ulcer (IDFU).MethodThis review searched three databases including PubMed, Web of Science, and Scopus to identify all articles reporting PCT levels in two groups of infected diabetes foot ulcer (IDFU) and non-infected diabetes foot ulcer (NIDFU). Quality has been assessed using the NIH tool. The pooled mean difference (MD) of PCT level between groups was estimated by random effect meta-analysis. In addition, The PRISMA 2020 statement has been used to update guidelines for reporting present systematic reviews.ResultTwenty-three studies were eligible for meta-analysis, of which data from 2412 people was extracted. Pooled estimation of PCT level was significantly higher in IDFU patients compared with NIDFU patients (MD = 0.25 ng/l, 95% CI: 0.14-0.37). According to the meta-analysis results, PCT level was not significantly higher in patients with Osteomyelitis compared with those without Osteomyelitis (MD = 0.59 ng/l, 95% CI: -0.19, 1.38, I2 = 98.5%).ConclusionSince the results of the present study showed higher PCT levels in patients with IDFU compared to those without, it can be suggested that procalcitonin might be applied as an additional biomarker for the differentiation of NIDFU from IDFU. It needs more evidence to conclude about the role of PCT in terms of osteomyelitis and amputation.
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Affiliation(s)
- Farahnaz Karbasiun
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Samaneh Shahrokh
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Maryam Yazdi
- Child Growth, and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Diseases, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mansour Siavash
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Aliye Tabatabaee
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
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Fan Z, Liu Y, Xie H, Yang Q, Zhang G, Zhang P, Ding H. Analysis of risk factors for foot ulcers in diabetes patients with neurovascular complications. BMC Public Health 2025; 25:792. [PMID: 40011841 PMCID: PMC11866585 DOI: 10.1186/s12889-025-21639-1] [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: 02/29/2024] [Accepted: 01/25/2025] [Indexed: 02/28/2025] Open
Abstract
BACKGROUND Diabetic foot ulcers (DFU), characterized by open sores or wounds primarily occurring on the feet of diabetes patients, are a serious and highly morbid complication of long-standing diabetes, accounting for significant morbidity and mortality. These ulcers develop when diabetes damages both nerves and blood vessels, a combination known as neurovascular complications. Neurovascular disease is a well-established risk factor. While studies have extensively examined risk factors for DFU, few have specifically focused on patients with diabetic neurovascular disease. Therefore, we assess the prevalence and risk factors for DFU in diabetic patients with established neurovascular complications. METHODS This study analyzed data from 6722 patients with diabetic neurovascular disease aged over 18 years old from the Southern Medical University Nanfang Hospital (SMUNFH) database (2018-2023) and 2689 patients with the same condition and age range from the National Institutes of Health (NIH) Integrated Surveillance System (NIS) database (2017-2019). The incidence of DFU was determined using information from the NIS database and SMUNFH databases. A binary logistic regression model was employed to explore the risk factors for DFU. RESULTS The incidence of DFU among neurovascular disease patients was 13.4% at SMUNH and 25.9% in the NIS Asian population. Multiple regression analysis identified several factors associated with DFU in the SMUNH database, including diabetic retinopathy, diabetic nephropathy, osteomyelitis, coronary heart disease, tinea pedis (fungal foot infection), sepsis, ability to sense a 128 Hz tuning fork (both left and right sides), C-reactive protein (CRP) levels, and urinary albumin-to-creatinine ratio (ACR). Analysis of NIS data revealed that in the broader Asian population, peripheral vascular disorders and osteomyelitis were associated with DFU. CONCLUSION The prevalence of DFU is higher in Asia than in China. Focusing on peripheral vascular disorders and osteomyelitis can effectively reduce the prevalence of DFU in the Asian population while addressing diabetic retinopathy, diabetic nephropathy, osteomyelitis, coronary heart disease, tinea pedis, ability to sense a 128 Hz tuning fork, CRP levels, and urinary ACR can be effective in China.
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Affiliation(s)
- Zibo Fan
- Department of Nursing, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, 510515, China
| | - Yue Liu
- Department of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangdong Provincial Key Laboratory of Precision Anaesthesia and Perioperative Organ Protection, Guangzhou, Guangdong Province, 510515, China
| | - Hao Xie
- Division of Orthopaedic Surgery, Department of Orthopaedics, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, 510515, China
| | - Qinfeng Yang
- Division of Orthopaedic Surgery, Department of Orthopaedics, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, 510515, China
| | - Guangqing Zhang
- Department of Office, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, 510515, China.
| | - Ping Zhang
- Department of Orthopaedics and Traumatology, Department of Orthopaedics, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, 510515, China.
| | - Hong Ding
- Department of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangdong Provincial Key Laboratory of Precision Anaesthesia and Perioperative Organ Protection, Guangzhou, Guangdong Province, 510515, China.
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Liu B, Wang L, He Y. Association Between Systemic Immune-Inflammatory Index (SIRI) and Diabetic Foot Ulcers in Individuals with Diabetes: Evidence from the NHANES. INT J LOW EXTR WOUND 2024:15347346241309180. [PMID: 39699113 DOI: 10.1177/15347346241309180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2024]
Abstract
Background: Diabetic Foot Ulcer (DFU) is a common and challenging complication of diabetes mellitus, associated with high recurrence, hospitalization, disability, and mortality rates. The Systemic Immune Inflammatory Index (SIRI) based on complete blood counts has been shown to correlate with several diseases but has not been widely studied in DFU.This study aimed to explore the relationship between SIRI and the presence of DFU in individuals with diabetes using data from the National Health and Nutrition Examination Survey (NHANES). Methods: A cross-sectional analysis was conducted on 1246 individuals with diabetes from NHANES cycles 1999-2000, 2001-2002, and 2003-2004. DFUs were identified through patient self-reported data. Multivariate logistic regression models assessed the association between SIRI and DFU, adjusting for potential confounders. Subgroup and interaction analyses were also performed. Results: A total of 117 patients were identified as having DFU. Elevated SIRI levels were significantly associated with DFU presence. In fully adjusted models, a 1-unit increase in SIRI was associated with 24.0% higher odds of DFU prevalence (OR = 1.24; 95% CI: 1.07, 1.43) Subgroup analyses revealed consistent associations across different groups of age, gender, body mass index (BMI), HbA1c, blood glucose, and hemoglobin levels. Conclusion: The findings indicate a positive correlation between SIRI and DFUpresence. Further research is warranted to elucidate the mechanistic links and explore the clinical utility of SIRI in DFU management.
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Affiliation(s)
- Bei Liu
- Department of Medical Technology, Xi'an Medical University, Xi'an, Shaanxi, China
| | - Lin Wang
- Department of Medical Technology, Xi'an Medical University, Xi'an, Shaanxi, China
| | - Yufeng He
- Department of Clinical laboratory, Xi'an Medical University Second Affiliated Hospital, Xi'an, Shaanxi, China
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Chen H, Mei S, Zhou Y, Dai J. Systematic review and meta-analysis of the diagnostic accuracy of inflammatory markers for infected diabetic foot ulcer. J Tissue Viability 2024; 33:598-607. [PMID: 39358181 DOI: 10.1016/j.jtv.2024.09.007] [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: 11/26/2023] [Revised: 08/26/2024] [Accepted: 09/21/2024] [Indexed: 10/04/2024]
Abstract
BACKGROUND The aim was to evaluate the diagnostic value of ESR, CPR, PCT, and WBC in patients with infected diabetic foot ulcer (DFU). METHODS The MEDLINE, Embase, BIOSIS, Cochrane databases, and Web of Knowledge databases were searched, without language restriction, to July 2023. Original studies were selected that reported the performance of ESR, CPR, PCT, and WBC in diagnosing infected DFU. To assess the diagnostic value of biomarkers for infected DFU, pooled sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic odds ratio (DOR), and area under the summary receiver operating characteristic curve (ROC-AUC) were calculated. RESULTS Ten studies with 765 patients were identified in our meta-analysis. The pooled sensitivity and specificity of ESR was 0.82 (95 % CI: 0.68-0.91) and 0.83 (95 % CI: 0.69-0.91) respectively. The pooled sensitivity and specificity of CRP was 0.81 (95 % CI: 0.65-0.91) and 0.91 (95 % CI: 0.79-0.96) respectively. The pooled sensitivity and specificity of PCT was 0.76 (95 % CI: 0.65-0.85) and 0.89 (95 % CI: 0.78-0.95) respectively. The pooled sensitivity and specificity of WBC was 0.75 (95 % CI: 0.64-0.83) and 0.79 (95 % CI: 0.67-0.88) respectively. CRP showed the best diagnostic accuracy at distinguishing infected DFU from noninfected DFU with an AUC of 0.93, followed by PCT (AUC of 0.89), ESR (AUC of 0.89), and WBC (AUC of 0.84). CONCLUSION CPR levels had high efficiency in distinguishing infected DFU from noninfected DFU, followed by PCT, ESR and WBC. All of these biomarkers could be helpful for early diagnosis of infected DFU. New biomarkers for improving medical decision in diagnosis of infected DFU are highly desirable.
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Affiliation(s)
- Hua Chen
- Department of Orthopedic Surgery, Shanghai Sixth People's Hospital, JiaoTong University, Shanghai, China
| | - Shasha Mei
- Department of Anesthesiology, Shanghai Sixth People's Hospital, JiaoTong University, Shanghai, China
| | - Yu Zhou
- Department of Orthopedic Surgery, Civil Aviation Hospital of Shanghai, Shanghai, China.
| | - Jiezhi Dai
- Department of Orthopedic Surgery, Shanghai Sixth People's Hospital, JiaoTong University, Shanghai, China.
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Duarte EG, Lopes CF, Gaio DRF, Mariúba JVDO, Cerqueira LDO, Manhanelli MAB, Navarro TP, Castro AA, de Araujo WJB, Pedrosa H, Galli J, de Luccia N, de Paula C, Reis F, Bohatch MS, de Oliveira TF, da Silva AFV, de Oliveira JCP, Joviliano EÉ. Brazilian Society of Angiology and Vascular Surgery 2023 guidelines on the diabetic foot. J Vasc Bras 2024; 23:e20230087. [PMID: 38803655 PMCID: PMC11129855 DOI: 10.1590/1677-5449.202300872] [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: 05/22/2023] [Accepted: 12/12/2023] [Indexed: 05/29/2024] Open
Abstract
The diabetic foot interacts with anatomical, vascular, and neurological factors that challenge clinical practice. This study aimed to compile the primary scientific evidence based on a review of the main guidelines, in addition to articles published on the Embase, Lilacs, and PubMed platforms. The European Society of Cardiology system was used to develop recommendation classes and levels of evidence. The themes were divided into six chapters (Chapter 1 - Prevention of foot ulcers in people with diabetes; Chapter 2 - Pressure relief from foot ulcers in people with diabetes; Chapter 3 -Classifications of diabetic foot ulcers; Chapter 4 - Foot and peripheral artery disease; Chapter 5 - Infection and the diabetic foot; Chapter 6 - Charcot's neuroarthropathy). This version of the Diabetic Foot Guidelines presents essential recommendations for the prevention, diagnosis, treatment, and follow-up of patients with diabetic foot, offering an objective guide for medical practice.
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Affiliation(s)
- Eliud Garcia Duarte
- Hospital Estadual de Urgência e Emergência do Estado do Espírito Santo – HEUE, Departamento de Cirurgia Vascular, Vitória, ES, Brasil.
| | - Cicero Fidelis Lopes
- Universidade Federal da Bahia – UFBA, Departamento de Cirurgia Vascular, Salvador, BA, Brasil.
| | | | | | | | | | - Tulio Pinho Navarro
- Universidade Federal de Minas Gerais – UFMG, Faculdade de Medicina, Belo Horizonte, MG, Brasil.
| | - Aldemar Araújo Castro
- Universidade Estadual de Ciências da Saúde de Alagoas – UNCISAL, Departamento de Cirurgia Vascular, Maceió, AL, Brasil.
| | - Walter Jr. Boim de Araujo
- Sociedade Brasileira de Angiologia e de Cirurgia Vascular – SBACV-PR, Curitiba, PR, Brasil.
- Universidade Federal do Paraná – UFPR, Hospital das Clínicas – HC, Curitiba, PR, Brasil.
| | - Hermelinda Pedrosa
- Hospital Regional de Taguatinga – HRT, Departamento de Cirurgia Vascular, Brasília, DF, Brasil.
| | - Júnio Galli
- Universidade Federal do Paraná – UFPR, Hospital das Clínicas – HC, Curitiba, PR, Brasil.
| | - Nelson de Luccia
- Universidade de São Paulo – USP, Faculdade de Medicina, Hospital das Clínicas – HC, São Paulo, SP, Brasil.
| | - Clayton de Paula
- Rede D’or São Luiz, Departamento de Cirurgia Vascular, São Paulo, SP, Brasil.
| | - Fernando Reis
- Faculdade de Medicina de São José do Rio Preto – FAMERP, Hospital de Base, São José do Rio Preto, SP, Brasil.
| | - Milton Sérgio Bohatch
- Faculdade de Medicina de São José do Rio Preto – FAMERP, Hospital de Base, São José do Rio Preto, SP, Brasil.
| | | | | | - Júlio Cesar Peclat de Oliveira
- Sociedade Brasileira de Angiologia e de Cirurgia Vascular – SBACV-SP, São Paulo, SP, Brasil.
- Universidade Federal do Estado do Rio de Janeiro – UNIRIO, Departamento de Cirurgia Vascular, Rio de Janeiro, RJ, Brasil.
| | - Edwaldo Édner Joviliano
- Sociedade Brasileira de Angiologia e de Cirurgia Vascular – SBACV-SP, São Paulo, SP, Brasil.
- Universidade de São Paulo – USP, Faculdade de Medicina de Ribeirão Preto – FMRP, Departamento de Cirurgia Vascular, Ribeirão Preto, SP, Brasil.
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Mohamed AA, Elmotaleb Hussein MA, Nabil Hanna I, Japer Nashwan AJ, Saleh M, Abdel Wahed WY, Mohamed Mansour AM, Ezz Al Arab MR, Fawzy N, Sakr Y, Shalby H, AlHussain E, Kamal Darwish M, El-Osaily H, Naguib M, Mohamed AA, Farouk Mohamed W, Hafez W. The potential impact and diagnostic value of inflammatory markers on diabetic foot progression in type II diabetes mellitus: A case-control study. Med Clin (Barc) 2024; 162:e33-e39. [PMID: 38458959 DOI: 10.1016/j.medcli.2024.01.009] [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: 07/12/2023] [Revised: 11/19/2023] [Accepted: 01/25/2024] [Indexed: 03/10/2024]
Abstract
BACKGROUND The wound-healing process in diabetic foot is affected by pro and anti-inflammatory markers, and any disruption in the inflammatory reaction interferes with tissue homeostasis, leading to chronic non-wound healing. AIM This study aimed to determine the diagnostic value and effect of CRP, IL-6, TNF, and HbA1c on initiation the and progression of diabetic foot ulcers. METHOD ELISA was used to quantify IL-6, TNF, CRP, and HbA1c in 205 patients with diabetes, and 105 were diabetic foot free. The prevalence and progression of diabetic foot were also evaluated. The area under the curve (AUC) was calculated using the receiver operating characteristic (ROC) curve to analyze the predictive values. Forward stepwise logistic regression analysis was used to compute the odds ratio (OR) and the corresponding 95% confidence intervals (CIs). RESULTS CRP, IL-6, and FBS were found to be significant predictors of diabetic foot (OR=1.717, 95% CI=1.250-2.358, P=0.001; OR=1.434, 95% CI=1.142-1.802, P=0.002; and OR=1.040, 95% CI=1.002-1.080, P=0.037), respectively. The AUCs for CRP, IL-6, and HbA1c in predicting diabetic foot were 0.839, 0.728, and 0.834, respectively, demonstrating a good predictive value for each diagnostic marker. CONCLUSION The current study demonstrated that IL-6, CRP, and HbA1c may be useful biomarkers to indicate diabetic foot progression. Furthermore, our findings showed a substantial relationship between CRP and HbA1c in individuals with diabetic foot conditions.
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Affiliation(s)
- Amal Ahmed Mohamed
- Biochemistry Department, National Hepatology and Tropical Medicine Research Institute, Gothi, Egypt
| | | | - Ihab Nabil Hanna
- Surgical Department, National Institute of Diabetes and Endocrinology, Egypt
| | | | - Mohamed Saleh
- Gastroentrology Department, National Hepatology and Tropical Medicine Research Institute, Egypt
| | | | | | | | - Naglaa Fawzy
- Clinical and Chemical Pathology Department, National Institute of Diabetes and Endocrinology, Egypt
| | - Yasser Sakr
- Clinical and Chemical Pathology Department, National Institute of Diabetes and Endocrinology, Egypt
| | - Hassan Shalby
- Internal Medicine Department, Faculty of Medicine, Misr University for Science and Technology, Egypt
| | - Eman AlHussain
- Clinical and Chemical Pathology Department, Faculty of Medicine, Cairo University, Egypt
| | - Marwa Kamal Darwish
- Chemistry Department (Biochemistry Branch), Faculty of Science, Suez University, Suez 43518, Egypt
| | - Heba El-Osaily
- Biochemistry Department, Faculty of Pharmacy, Ahram Canadian University, Egypt
| | - Mervat Naguib
- Internal Medicine Department, Faculty of Medicine, Cairo University, Egypt
| | - Ahmed Ali Mohamed
- Intensive Care Unit, Theodor Bilharz Research Institute, Giza, Egypt
| | | | - Wael Hafez
- Internal Medicine Department, National Research Centre, Elbohoos Street, Dokki, Giza, Egypt
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Senneville É, Albalawi Z, van Asten SA, Abbas ZG, Allison G, Aragón-Sánchez J, Embil JM, Lavery LA, Alhasan M, Oz O, Uçkay I, Urbančič-Rovan V, Xu ZR, Peters EJG. Diagnosis of infection in the foot of patients with diabetes: A systematic review. Diabetes Metab Res Rev 2024; 40:e3723. [PMID: 37715722 DOI: 10.1002/dmrr.3723] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 08/29/2023] [Indexed: 09/18/2023]
Abstract
BACKGROUND Securing an early accurate diagnosis of diabetic foot infections and assessment of their severity are of paramount importance since these infections can cause great morbidity and potential mortality and present formidable challenges in surgical and antimicrobial treatment. METHODS In June 2022, we searched the literature using PubMed and EMBASE for published studies on the diagnosis of diabetic foot infection (DFI). On the basis of pre-determined criteria, we reviewed prospective controlled, as well as non-controlled, studies in English. We then developed evidence statements based on the included papers. RESULTS We selected a total of 64 papers that met our inclusion criteria. The certainty of the majority of the evidence statements was low because of the weak methodology of nearly all of the studies. The available data suggest that diagnosing diabetic foot infections on the basis of clinical signs and symptoms and classified according to the International Working Group of the Diabetic Foot/Infectious Diseases Society of America scheme correlates with the patient's likelihood of the need for hospitalisation, lower extremity amputation, and risk of death. Elevated levels of selected serum inflammatory markers such as erythrocyte sedimentation rate (ESR), C-reactive protein and procalcitonin are supportive, but not diagnostic, of soft tissue infection. Culturing tissue samples of soft tissues or bone, when care is taken to avoid contamination, provides more accurate microbiological information than culturing superficial (swab) samples. Although non-culture techniques, especially next-generation sequencing, are likely to identify more bacteria from tissue samples including bone than standard cultures, no studies have established a significant impact on the management of patients with DFIs. In patients with suspected diabetic foot osteomyelitis, the combination of a positive probe-to-bone test and elevated ESR supports this diagnosis. Plain X-ray remains the first-line imaging examination when there is suspicion of diabetic foot osteomyelitis (DFO), but advanced imaging methods including magnetic resonance imaging (MRI) and nuclear imaging when MRI is not feasible help in cases when either the diagnosis or the localisation of infection is uncertain. Intra-operative or non-per-wound percutaneous biopsy is the best method to accurately identify bone pathogens in case of a suspicion of a DFO. Bedside percutaneous biopsies are effective and safe and are an option to obtain bone culture data when conventional (i.e. surgical or radiological) procedures are not feasible. CONCLUSIONS The results of this systematic review of the diagnosis of diabetic foot infections provide some guidance for clinicians, but there is still a need for more prospective controlled studies of high quality.
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Affiliation(s)
- Éric Senneville
- Department of Infectious Diseases, Gustave Dron Hospital, Tourcoing, France
- Univ-Lille, Lille, France
| | - Zaina Albalawi
- Department of Medicine, Division of Endocrinology, Memorial University, St. John's, Newfoundland, Canada
| | - Suzanne A van Asten
- Department of Medical Microbiology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Zulfiqarali G Abbas
- Abbas Medical Centre, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Geneve Allison
- Department of Medicine, Tufts Medical Center, Boston, Massachusetts, USA
| | | | - John M Embil
- Alberta Public Laboratories, University of Alberta Hospital, Edmonton, Alberta, Canada
| | - Lawrence A Lavery
- Department of Plastic Surgery, Southwestern Medical Center, Dallas, Texas, USA
| | - Majdi Alhasan
- Department of Medicine, Prisma Health-Midlands, Columbia, South Carolina, USA
| | - Orhan Oz
- Department of Plastic Surgery, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Ilker Uçkay
- Department of Infectious Diseases, Balgrist University Hospital, Zurich, Switzerland
| | - Vilma Urbančič-Rovan
- Faculty of Medicine, University Medical Centre, University of Ljubljana, Ljubljana, Slovenia
| | - Zhang-Rong Xu
- Diabetes Centre, The 306th Hospital of PLA, Beijing, China
| | - Edgar J G Peters
- Section of Infectious Diseases, Department of Internal Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands
- Amsterdam Movement Sciences, Rehabilitation and Development, Amsterdam, The Netherlands
- Amsterdam Infection & Immunity, Infectious Diseases, Amsterdam, The Netherlands
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Senneville É, Albalawi Z, van Asten SA, Abbas ZG, Allison G, Aragón-Sánchez J, Embil JM, Lavery LA, Alhasan M, Oz O, Uçkay I, Urbančič-Rovan V, Xu ZR, Peters EJG. IWGDF/IDSA guidelines on the diagnosis and treatment of diabetes-related foot infections (IWGDF/IDSA 2023). Diabetes Metab Res Rev 2024; 40:e3687. [PMID: 37779323 DOI: 10.1002/dmrr.3687] [Citation(s) in RCA: 66] [Impact Index Per Article: 66.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 06/23/2023] [Indexed: 10/03/2023]
Abstract
The International Working Group on the Diabetic Foot (IWGDF) has published evidence-based guidelines on the management and prevention of diabetes-related foot diseases since 1999. The present guideline is an update of the 2019 IWGDF guideline on the diagnosis and management of foot infections in persons with diabetes mellitus. The Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) framework was used for the development of this guideline. This was structured around identifying clinically relevant questions in the P(A)ICO format, determining patient-important outcomes, systematically reviewing the evidence, assessing the certainty of the evidence, and finally moving from evidence to the recommendation. This guideline was developed for healthcare professionals involved in diabetes-related foot care to inform clinical care around patient-important outcomes. Two systematic reviews from 2019 were updated to inform this guideline, and a total of 149 studies (62 new) meeting inclusion criteria were identified from the updated search and incorporated in this guideline. Updated recommendations are derived from these systematic reviews, and best practice statements made where evidence was not available. Evidence was weighed in light of benefits and harms to arrive at a recommendation. The certainty of the evidence for some recommendations was modified in this update with a more refined application of the GRADE framework centred around patient important outcomes. This is highlighted in the rationale section of this update. A note is also made where the newly identified evidence did not alter the strength or certainty of evidence for previous recommendations. The recommendations presented here continue to cover various aspects of diagnosing soft tissue and bone infections, including the classification scheme for diagnosing infection and its severity. Guidance on how to collect microbiological samples, and how to process them to identify causative pathogens, is also outlined. Finally, we present the approach to treating foot infections in persons with diabetes, including selecting appropriate empiric and definitive antimicrobial therapy for soft tissue and bone infections; when and how to approach surgical treatment; and which adjunctive treatments may or may not affect the infectious outcomes of diabetes-related foot problems. We believe that following these recommendations will help healthcare professionals provide better care for persons with diabetes and foot infections, prevent the number of foot and limb amputations, and reduce the patient and healthcare burden of diabetes-related foot disease.
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Affiliation(s)
- Éric Senneville
- Gustave Dron Hospital, Tourcoing, France
- Univ-Lille France, Lille, France
| | - Zaina Albalawi
- Department of Medicine, Division of Endocrinology, Memorial University, St. John's, Newfoundland and Labrador, Canada
| | - Suzanne A van Asten
- Department of Medical Microbiology, Leiden University Medical Centre, Leiden, the Netherlands
| | - Zulfiqarali G Abbas
- Abbas Medical Centre, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Geneve Allison
- Department of Medicine, Tufts Medical Center, Boston, Massachusetts, USA
| | | | - John M Embil
- Department of Medicine, Section of Infectious Diseases, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Lawrence A Lavery
- Department of Plastic Surgery, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Majdi Alhasan
- Department of Medicine, Prisma Health-Midlands, Columbia, South Carolina, USA
| | - Orhan Oz
- UT Southwestern Medical Center, Dallas, Texas, USA
| | - Ilker Uçkay
- Balgrist University Hospital, Zurich, Switzerland
| | - Vilma Urbančič-Rovan
- Faculty of Medicine, University Medical Centre, University of Ljubljana, Ljubljana, Slovenia
| | | | - Edgar J G Peters
- Department of Internal Medicine, Amsterdam UMC, Vrije Universiteit Amsterdam, Section of Infectious Diseases, Amsterdam, the Netherlands
- Amsterdam Movement Sciences, Rehabilitation and Development, Amsterdam, the Netherlands
- Amsterdam Infection & Immunity, Infectious Diseases, Amsterdam, the Netherlands
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吴 静, Raju B, 查 盼, 龚 洪, 任 妍, 李 振, 陈 利, 刘 关, 陈 大, 王 椿, 冉 兴. [Characteristics of Inflammatory Markers in Diabetic Foot Patients and Their Relationship With Prognosis of Diabetic Foot Ulcers]. SICHUAN DA XUE XUE BAO. YI XUE BAN = JOURNAL OF SICHUAN UNIVERSITY. MEDICAL SCIENCE EDITION 2023; 54:1233-1238. [PMID: 38162051 PMCID: PMC10752772 DOI: 10.12182/20230960506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Indexed: 01/03/2024]
Abstract
Objective To explore the characteristics of baseline inflammatory markers in diabetic foot patients and their relationship with the prognosis of diabetic foot ulcers. Methods The clinical data of diabetic foot patients (n=495) admitted to West China Hospital, Sichuan University since 2016 were retrospectively collected through the hospital electronic medical record system to analyze the characteristics of inflammatory markers and their relationship with the prognosis of diabetic foot ulcers. Results White blood cell count (WBC), erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), procalcitonin (PCT), and interleukin-6 (IL-6) levels were significantly higher in patients defined as grade 4 on the Wagner Scale than those in patients defined as grade 0-3 on the Wagner Scale. Neutrophil percentage (NE%) was higher in Wagner grade-4 patients than those in Wagner grade-0 and grade-1 patients and higher in Wagner grade-3 patients than those in Wagner grade-0 patients. NE%, CRP, PCT, and IL-6 levels were positively correlated with the severity of diabetic foot, with the respective odds ratio (OR) at 95% confidence interval (CI) being 1.038 (1.019-1.056), 1.019 (1.012-1.026), 8.225 (2.015-33.576), and 1.017 (1.008-1.025). Using Wagner grade-0 patients as the reference, patients with higher WBC were more likely to progress to Wagner grade 2, 3, and 4, with the respective OR (95% CI) values being 1.260 (1.096-1.447), 1.188 (1.041-1.356), and 1.301 (1.137-1.490); patients with higher ESR were more likely to progress to Wagner grade 3 and 4, with the respective OR (95% CI) values being 1.030 (1.006-1.054) and 1.045 (1.019-1.071). Baseline ESR (P=0.008), CRP (P=0.039), and IL-6 (P=0.033) levels were lower in patients who had received antibiotics prior to their admission than those in patients who had not received antibiotics before admission. The levels of WBC, NE%, ESR, PCT, and IL-6 were lower in the full recovery group than those in the group of patients who did not respond to treatment. The higher the levels of NE% and IL-6, the worse the prognosis of diabetic foot ulcers became, with the respective OR (95% CI) values being 1.030 (1.010-1.051) and 1.008 (1.002-1.013). Conclusion The severity of diabetic foot ulcers increased with the rise in baseline levels of inflammatory markers. Elevated baseline NE% and IL-6 levels suggest a poor prognosis. Our findings suggest that early assessment of diabetic foot infection and standardized antibiotic therapy should be implemented to improve the prognosis.
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Affiliation(s)
- 静 吴
- 四川大学华西医院 内分泌代谢科 糖尿病足诊治中心 创面修复创新中心 (成都 610041)Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Bista Raju
- 四川大学华西医院 内分泌代谢科 糖尿病足诊治中心 创面修复创新中心 (成都 610041)Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu 610041, China
| | - 盼盼 查
- 四川大学华西医院 内分泌代谢科 糖尿病足诊治中心 创面修复创新中心 (成都 610041)Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu 610041, China
| | - 洪平 龚
- 四川大学华西医院 内分泌代谢科 糖尿病足诊治中心 创面修复创新中心 (成都 610041)Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu 610041, China
- 四川大学华西医院 全科医学中心 (成都 610041)General Practice Ward, General Practice Medical Center, West China Hospital, Sichuan University, Chengdu 610041, China
| | - 妍 任
- 四川大学华西医院 内分泌代谢科 糖尿病足诊治中心 创面修复创新中心 (成都 610041)Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu 610041, China
| | - 振怡 李
- 四川大学华西医院 内分泌代谢科 糖尿病足诊治中心 创面修复创新中心 (成都 610041)Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu 610041, China
| | - 利鸿 陈
- 四川大学华西医院 内分泌代谢科 糖尿病足诊治中心 创面修复创新中心 (成都 610041)Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu 610041, China
| | - 关键 刘
- 四川大学华西医院 内分泌代谢科 糖尿病足诊治中心 创面修复创新中心 (成都 610041)Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu 610041, China
| | - 大伟 陈
- 四川大学华西医院 内分泌代谢科 糖尿病足诊治中心 创面修复创新中心 (成都 610041)Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu 610041, China
| | - 椿 王
- 四川大学华西医院 内分泌代谢科 糖尿病足诊治中心 创面修复创新中心 (成都 610041)Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu 610041, China
| | - 兴无 冉
- 四川大学华西医院 内分泌代谢科 糖尿病足诊治中心 创面修复创新中心 (成都 610041)Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu 610041, China
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11
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Senneville É, Albalawi Z, van Asten SA, Abbas ZG, Allison G, Aragón-Sánchez J, Embil JM, Lavery LA, Alhasan M, Oz O, Uçkay I, Urbančič-Rovan V, Xu ZR, Peters EJG. IWGDF/IDSA Guidelines on the Diagnosis and Treatment of Diabetes-related Foot Infections (IWGDF/IDSA 2023). Clin Infect Dis 2023:ciad527. [PMID: 37779457 DOI: 10.1093/cid/ciad527] [Citation(s) in RCA: 51] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 06/23/2023] [Indexed: 10/03/2023] Open
Abstract
The International Working Group on the Diabetic Foot (IWGDF) has published evidence-based guidelines on the management and prevention of diabetes-related foot diseases since 1999. The present guideline is an update of the 2019 IWGDF guideline on the diagnosis and management of foot infections in persons with diabetes mellitus. The Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) framework was used for the development of this guideline. This was structured around identifying clinically relevant questions in the P(A)ICO format, determining patient-important outcomes, systematically reviewing the evidence, assessing the certainty of the evidence, and finally moving from evidence to the recommendation. This guideline was developed for healthcare professionals involved in diabetes-related foot care to inform clinical care around patient-important outcomes. Two systematic reviews from 2019 were updated to inform this guideline, and a total of 149 studies (62 new) meeting inclusion criteria were identified from the updated search and incorporated in this guideline. Updated recommendations are derived from these systematic reviews, and best practice statements made where evidence was not available. Evidence was weighed in light of benefits and harms to arrive at a recommendation. The certainty of the evidence for some recommendations was modified in this update with a more refined application of the GRADE framework centred around patient important outcomes. This is highlighted in the rationale section of this update. A note is also made where the newly identified evidence did not alter the strength or certainty of evidence for previous recommendations. The recommendations presented here continue to cover various aspects of diagnosing soft tissue and bone infections, including the classification scheme for diagnosing infection and its severity. Guidance on how to collect microbiological samples, and how to process them to identify causative pathogens, is also outlined. Finally, we present the approach to treating foot infections in persons with diabetes, including selecting appropriate empiric and definitive antimicrobial therapy for soft tissue and bone infections; when and how to approach surgical treatment; and which adjunctive treatments may or may not affect the infectious outcomes of diabetes-related foot problems. We believe that following these recommendations will help healthcare professionals provide better care for persons with diabetes and foot infections, prevent the number of foot and limb amputations, and reduce the patient and healthcare burden of diabetes-related foot disease.
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Affiliation(s)
- Éric Senneville
- Gustave Dron Hospital, Tourcoing, France
- Univ-Lille France, Lille, France
| | - Zaina Albalawi
- Department of Medicine, Division of Endocrinology, Memorial University, St. John's, Newfoundland and Labrador, Canada
| | - Suzanne A van Asten
- Department of Medical Microbiology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Zulfiqarali G Abbas
- Abbas Medical Centre, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Geneve Allison
- Department of Medicine, Tufts Medical Center, Boston, Massachusetts, USA
| | | | - John M Embil
- Department of Medicine, Section of Infectious Diseases, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Lawrence A Lavery
- Department of Plastic Surgery, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Majdi Alhasan
- Department of Medicine, Prisma Health-Midlands, Columbia, South Carolina, USA
| | - Orhan Oz
- UT Southwestern Medical Center, Dallas, Texas, USA
| | - Ilker Uçkay
- Balgrist University Hospital, Zurich, Switzerland
| | - Vilma Urbančič-Rovan
- Faculty of Medicine, University Medical Centre, University of Ljubljana, Ljubljana, Slovenia
| | | | - Edgar J G Peters
- Department of Internal Medicine, Amsterdam UMC, Vrije Universiteit Amsterdam, Section of Infectious Diseases, Amsterdam, The Netherlands
- Amsterdam Movement Sciences, Rehabilitation and Development, Amsterdam, The Netherlands
- Amsterdam Infection & Immunity, Infectious Diseases, Amsterdam, The Netherlands
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12
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Wu Y, Chen T, Wang Y, Huang M, Wang Y, Luo Z. New insight into the virulence and inflammatory response of Staphylococcus aureus strains isolated from diabetic foot ulcers. Front Cell Infect Microbiol 2023; 13:1234994. [PMID: 37577369 PMCID: PMC10416727 DOI: 10.3389/fcimb.2023.1234994] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 07/14/2023] [Indexed: 08/15/2023] Open
Abstract
Staphylococcus aureus strains isolated from diabetic foot ulcers (DFUs) have less virulence, but still cause severe infections. Furthermore, hypovirulent S. aureus strains appear to be localized in the deep tissues of diabetic foot osteomyelitis, indicating that the unique environment within DFUs affects the pathogenicity of S. aureus. In this study, the cell-free culture medium (CFCM) of S. aureus strains isolated from DFUs exhibited higher cytotoxicity to human erythrocytes than those isolated from non-diabetic patients with sepsis or wounds. Among these S. aureus strains isolated from DFUs, β-toxin negative strains have less virulence than β-toxin positive strains, but induced a higher expression of inflammatory cytokines. Our study and previous studies have shown that the synergistic effect of phenol-soluble modulin α and β-toxin contributes to the higher hemolytic activity of β-toxin positive strains. However, lysis of human erythrocytes by the CFCM of β-toxin negative strains was greatly inhibited by an autolysin inhibitor, sodium polyanethole sulfonate (SPS). A high level of glucose greatly reduced the hemolytic activity of S. aureus, but promoted the expression of interleukin-6 (IL-6) in human neutrophils. However, 5 mM glucose or glucose-6-phosphate (G6P) increased the hemolytic activity of SA118 (a β-toxin negative strain) isolated from DFUs. Additionally, patients with DFUs with growth of S. aureus had lower level of serum IL-6 than those with other bacteria, and the CFCM of S. aureus strains significantly reduced lipopolysaccharide-induced IL-6 expression in human neutrophils. Therefore, the virulence and inflammatory response of S. aureus strains isolated from DFUs are determined by the levels of glucose and its metabolites, which may explain why it is the predominant bacteria isolated from DFUs.
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Affiliation(s)
- Yuan Wu
- Department of Laboratory Medicine, The Third Xiangya Hospital, Central South University, Changsha, China
| | - Ti Chen
- Department of Laboratory Medicine, The Third Xiangya Hospital, Central South University, Changsha, China
| | - Yanle Wang
- Department of Laboratory Medicine, The Third Xiangya Hospital, Central South University, Changsha, China
| | - Mao Huang
- Department of Laboratory Medicine, Xiangya School of Medicine, Central South University, Changsha, China
| | - Yurong Wang
- Department of Laboratory Medicine, Xiangya School of Medicine, Central South University, Changsha, China
| | - Zhen Luo
- Department of Laboratory Medicine, The Third Xiangya Hospital, Central South University, Changsha, China
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13
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Ardelean A, Balta DF, Neamtu C, Neamtu AA, Rosu M, Pilat L, Moldovan S, Tarta C, Totolici B. Pentraxin-3 and Other Inflammatory Markers for an Infected Diabetic Foot Ulcer Diagnosis: A Prospective Study. Diagnostics (Basel) 2023; 13:2366. [PMID: 37510110 PMCID: PMC10377911 DOI: 10.3390/diagnostics13142366] [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: 04/21/2023] [Revised: 07/03/2023] [Accepted: 07/04/2023] [Indexed: 07/30/2023] Open
Abstract
Strategies have been researched and implemented to reduce the number of people with diabetic foot ulcers (DFUs). One problem is the accurate assessment of DFU severity, which is the main factor in resource allocation and treatment choice. The primary objective of this study was to assess pentraxin-3 as a biomarker of an infected DFU (IDFU), the limb amputation level prognosis, and patient survival. The secondary objectives were to evaluate and compare other markers, including white blood cells (WBCs), C-reactive protein (CRP), the erythrocyte sedimentation rate (ESR), and procalcitonin (PCT), for identifying IDFUs. Over a period of two years, 145 patients were followed; 131 of these were analyzed for this study. Pentraxin-3 was found to be a good predictor of death (p = 0.047). A comparison between IDFUs and DFUs revealed the following differences: PCT had the highest AUROC of 0.91, sensitivity of 93.7, and specificity of 83.3%. CRP had a cutoff value of 226 mg/L, an AUROC of 0.89, a sensitivity of 95.5%, and a specificity of 83.3%. Fibrinogen had an AUROC of 0.87 at a cutoff value of 5.29 g/L, with a good sensitivity and specificity of 85% and 87%, respectively. ESR had a cutoff value of 46 mm/h, an AUROC of 85%, a sensitivity of 83.7%, and a specificity of 83.3%. Pentraxin-3 showed promising results in predicting IDFUs and DFUs, and it served as a marker for the risk of death in IDFU patients during the 6 month follow-up. Other markers, including CRP, PCT, ESR, and fibrinogen, were more effective in differentiating between IDFUs and DFUs.
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Affiliation(s)
- Andrei Ardelean
- 1st Surgery Clinic, Faculty of Medicine, West University "Vasile Goldis" Arad, 310025 Arad, Romania
| | | | - Carmen Neamtu
- 1st Surgery Clinic, Faculty of Medicine, West University "Vasile Goldis" Arad, 310025 Arad, Romania
| | | | - Mihai Rosu
- 1st Surgery Clinic, Faculty of Medicine, West University "Vasile Goldis" Arad, 310025 Arad, Romania
| | - Luminita Pilat
- Faculty of Medicine, West University "Vasile Goldis" Arad, 310025 Arad, Romania
| | - Silviu Moldovan
- Faculty of Medicine, West University "Vasile Goldis" Arad, 310025 Arad, Romania
| | - Cristi Tarta
- Department X, 2nd Surgical Clinic, Researching Future Chirurgie 2, "Victor Babeș" University of Medicine and Pharmacy, Eftimie Murgu Sq. No. 2, 300041 Timișoara, Romania
| | - Bogdan Totolici
- 1st Surgery Clinic, Faculty of Medicine, West University "Vasile Goldis" Arad, 310025 Arad, Romania
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14
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Omar J, Ahmad NS, Che-Soh N, Wan-Azman WN, Yaacob NM, Abdul-Ghani NS, Abdullah MR. Serum Procalcitonin (PCT) - Is there a Role as an Early Biomarker in Infected Diabetic Foot Ulcer (IDFU) Patients? Malays Orthop J 2023; 17:62-69. [PMID: 37583519 PMCID: PMC10425005 DOI: 10.5704/moj.2307.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 12/21/2022] [Indexed: 08/17/2023] Open
Abstract
Introduction Infected diabetic foot ulcers may lead to serious complications if not recognised in the early stage. Diagnosis of infection is particularly challenging at that stage; thus, a sensitive inflammatory biomarker may be helpful. We aimed to evaluate the role of procalcitonin (PCT) as an early biomarker for infected diabetic foot ulcers (IDFU). Materials and method This cross-sectional study was conducted at Klinik Rawatan Keluarga (KRK), Orthopedic clinic and wards in Hospital Universiti Sains Malaysia (USM) from May 2020 to December 2020. A total of 264 participants were recruited and divided into three groups: 50 diabetic patients with no ulcers (control), 107 patients with non-infected diabetic foot ulcers (NIDFU), and 107 patients with infected diabetic foot ulcers (IDFU). The level of PCT was taken for all patients. Total white count (TWC) and C-reactive protein (CRP) were taken only for IDFU patients. Diagnosis of infection was based on the Infectious Disease Society of America-International Working Group of Diabetic Foot (IDSA-IMWGDF), and the severity of infection was graded according to the Wagner Classification. Results The level of PCT was higher in IDFU than in NIDFU and diabetic patient, with a median (IQR) of 0.355 (0.63) ng/mL, 0.077 (0.15) ng/mL and 0.028 (0.02) ng/mL, respectively. PCT and CRP showed moderate positive correlations in IDFU patients (p<0.001). The sensitivity and specificity were 63.6% and 83.2%, respectively, at the best cut-off at 0.25 ng/mL. Conclusion PCT is a valuable biomarker for the diagnosis of infection; however, it adds little value in the early diagnosis of IDFU in view of its low sensitivity.
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Affiliation(s)
- J Omar
- Department of Chemical Pathology, Universiti Sains Malaysia, Kubang Kerian, Malaysia
| | - N S Ahmad
- Department of Pathology, Hospital Bintulu Sarawak, Bintulu, Malaysia
| | - Naa Che-Soh
- Department of Chemical Pathology, Universiti Sains Malaysia, Kubang Kerian, Malaysia
| | - W N Wan-Azman
- Department of Chemical Pathology, Universiti Sains Malaysia, Kubang Kerian, Malaysia
| | - N M Yaacob
- Department of Biostatistic, Universiti Sains Malaysia, Kubang Kerian, Malaysia
| | - N S Abdul-Ghani
- Department of Orthopaedic, Universiti Sains Malaysia, Kubang Kerian, Malaysia
| | - M R Abdullah
- Department of Community Medicine, Universiti Sains Malaysia, Kubang Kerian, Malaysia
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15
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Ioffe OY, Stetsenko OP, Kindzer SL, Kryvopustov MS, Tsiura YP, Prykhodko YS. APPLICATION OF PROBIOTIC ANTISEPSIS FOR PURULENT COMPLICATIONS IN PATIENTS WITH TYPE 2 DIABETES MELLITUS. WIADOMOSCI LEKARSKIE (WARSAW, POLAND : 1960) 2023; 76:1295-1301. [PMID: 37364088 DOI: 10.36740/wlek202305225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/28/2023]
Abstract
OBJECTIVE The aim: To improve the results of surgical treatment of patients with type 2 diabetes and purulent-necrotic wounds by using probiotic antiseptics. PATIENTS AND METHODS Materials and methods: 66 patients with type 2 diabetes and purulent-necrotic complications took part in this study. Probiotic antiseptics were used for local treatment in the experimental group (n=31), and traditional antiseptics were used in the control group (n=35). The levels of pro-inflammatory markers in the blood (IL-6, TNF-a, CRP) were studied; microscopic material was taken to study the type of cytogram during bandaging, before wound treatment with antiseptics or debridement on admission to the hospital (1st day), on the 3rd day and on the 7th day. RESULTS Results: Analysis of dynamic changes in pro-inflammatory markers between the first and seventh days proved that only in the experimental group there was a statistically significant difference (IL-6 (Р=0.004), TNF-a (Р=0.001), CRP (Р=0.018)). Detection of regenerative-inflammatory and regenerative cytogram types on the 7th day in the experimental group had a statistically significant difference compared to the control group (p=0.002 and p<0.001, respectively). CONCLUSION Conclusions: the use of probiotic antisepsis accelerates wound healing in patients with type 2 diabetes and purulent-necrotic complications.
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Affiliation(s)
| | | | | | | | - Yuri P Tsiura
- BOGOMOLETS NATIONAL MEDICAL UNIVERSITY, KYIV, UKRAINE
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16
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Hu YJ, Song CS, Jiang N. Single nucleotide variations in the development of diabetic foot ulcer: A narrative review. World J Diabetes 2022; 13:1140-1153. [PMID: 36578869 PMCID: PMC9791576 DOI: 10.4239/wjd.v13.i12.1140] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Revised: 11/24/2022] [Accepted: 12/05/2022] [Indexed: 12/15/2022] Open
Abstract
Diabetes mellitus has become a global health problem, and the number of patients with diabetic foot ulcers (DFU) is rapidly increasing. Currently, DFU still poses great challenges to physicians, as the treatment is complex, with high risks of infection, recurrence, limb amputation, and even death. Therefore, a comprehensive understanding of DFU pathogenesis is of great importance. In this review, we summarized recent findings regarding the DFU development from the perspective of single-nucleotide variations (SNVs). Studies have shown that SNVs located in the genes encoding C-reactive protein, interleukin-6, tumor necrosis factor-alpha, stromal cell-derived factor-1, vascular endothelial growth factor, nuclear factor erythroid-2-related factor 2, sirtuin 1, intercellular adhesion molecule 1, monocyte chemoattractant protein-1, endothelial nitric oxide synthase, heat shock protein 70, hypoxia inducible factor 1 alpha, lysyl oxidase, intelectin 1, mitogen-activated protein kinase 14, toll-like receptors, osteoprotegerin, vitamin D receptor, and fibrinogen may be associated with the development of DFU. However, considering the limitations of the present investigations, future multi-center studies with larger sample sizes, as well as in-depth mechanistic research are warranted.
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Affiliation(s)
- Yan-Jun Hu
- Division of Orthopaedics and Traumatology, Department of Orthopaedics, Southern Medical University Nanfang Hospital, Guangzhou 510515, Guangdong Province, China
| | - Chen-Sheng Song
- Division of Orthopaedics and Traumatology, Department of Orthopaedics, Southern Medical University Nanfang Hospital, Guangzhou 510515, Guangdong Province, China
| | - Nan Jiang
- Division of Orthopaedics and Traumatology, Department of Orthopaedics, Southern Medical University Nanfang Hospital, Guangzhou 510515, Guangdong Province, China
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Srivastava P, Sondak T, Sivashanmugam K, Kim KS. A Review of Immunomodulatory Reprogramming by Probiotics in Combating Chronic and Acute Diabetic Foot Ulcers (DFUs). Pharmaceutics 2022; 14:2436. [PMID: 36365254 PMCID: PMC9699442 DOI: 10.3390/pharmaceutics14112436] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 11/02/2022] [Accepted: 11/08/2022] [Indexed: 08/29/2023] Open
Abstract
Diabetic foot ulcers (DFUs) are characterized by a lack of angiogenesis and distal limb diabetic neuropathy. This makes it possible for opportunistic pathogens to protect the biofilm-encased micro-communities, causing a delay in wound healing. The acute and chronic phases of DFU-associated infections are distinguished by the differential expression of innate proinflammatory cytokines and tumor necrosis factors (TNF-α and -β). Efforts are being made to reduce the microbial bioburden of wounds by using therapies such as debridement, hyperbaric oxygen therapy, shock wave therapy, and empirical antibiotic treatment. However, the constant evolution of pathogens limits the effectiveness of these therapies. In the wound-healing process, continuous homeostasis and remodeling processes by commensal microbes undoubtedly provide a protective barrier against diverse pathogens. Among commensal microbes, probiotics are beneficial microbes that should be administered orally or topically to regulate gut-skin interaction and to activate inflammation and proinflammatory cytokine production. The goal of this review is to bridge the gap between the role of probiotics in managing the innate immune response and the function of proinflammatory mediators in diabetic wound healing. We also highlight probiotic encapsulation or nanoformulations with prebiotics and extracellular vesicles (EVs) as innovative ways to tackle target DFUs.
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Affiliation(s)
- Prakhar Srivastava
- Department of Chemistry and Chemistry Institute of Functional Materials, Pusan National University, Busan 46241, Korea
| | - Tesalonika Sondak
- Department of Chemistry and Chemistry Institute of Functional Materials, Pusan National University, Busan 46241, Korea
| | - Karthikeyan Sivashanmugam
- School of Biosciences and Technology, High Throughput Screening Lab, Vellore Institute of Technology, Vellore 632014, Tamil Nadu, India
| | - Kwang-sun Kim
- Department of Chemistry and Chemistry Institute of Functional Materials, Pusan National University, Busan 46241, Korea
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Atallah CJ, Panossian VS, Atallah NJ, Roberts MB, Mansour MK. Extra-pulmonary applications of procalcitonin: an updated literature review. Expert Rev Mol Diagn 2022; 22:537-544. [PMID: 35757858 DOI: 10.1080/14737159.2022.2094705] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
INTRODUCTION : Procalcitonin (PCT) is a biomarker with established performance in the differentiation between bacterial and viral infections, predominantly in pulmonary infections, as well as the diagnosis and prognosis of bacterial sepsis. However, the role of PCT in extra-pulmonary infections is not well described. AREAS COVERED : We reviewed the role of PCT in commonly experienced extra-pulmonary infections including meningitis, diabetic foot infection, prosthetic joint infection, osteomyelitis, and skin and soft tissue infection. PubMed and Medline online libraries were searched, from 2013 till 2022, for relevant articles. EXPERT OPINION : For meningitis, PCT could distinguish bacterial from viral meningitis. PCT distinguished septic arthritis from different types of arthritis but had variable performance in discriminating septic arthritis from crystal arthropathy. For periprosthetic joint infections, results were inconclusive. PCT had a potential role in diagnosis of more complex infections such as osteomyelitis and diabetic foot infections, but further studies are needed for a definitive cutoff. In skin and soft tissue infections, PCT performance was more variable requiring further investigation to define cutoff for the discrimination of cellulitis from necrotizing fasciitis. We find that PCT performed best for meningitis and helps in the reduction of unnecessary antibiotic treatment, but has variable outcomes with other extra-pulmonary infections.
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Affiliation(s)
| | - Vahe S Panossian
- Faculty of Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Natalie J Atallah
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Matthew B Roberts
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Michael K Mansour
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
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19
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Basiri R, Spicer M, Levenson C, Ledermann T, Akhavan N, Arjmandi B. Improving Dietary Intake of Essential Nutrients Can Ameliorate Inflammation in Patients with Diabetic Foot Ulcers. Nutrients 2022; 14:nu14122393. [PMID: 35745123 PMCID: PMC9228459 DOI: 10.3390/nu14122393] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 06/05/2022] [Accepted: 06/08/2022] [Indexed: 01/27/2023] Open
Abstract
Diabetic foot ulcers (DFUs) are classified as chronic wounds and are one of the most common complications of diabetes. In chronic wounds, management of inflammation is a key step in treatment. Nutrition plays an important role in managing and controlling inflammation. This study evaluated the effects of nutrition supplementation and education on inflammatory biomarkers in patients with DFUs. Eligible patients with foot ulcers were randomly assigned to either a treatment (n = 15) or control group (n = 14). Both groups received standard care for wound treatment from the clinic; however, the treatment group was also provided with nutritional supplementation and education. Plasma concentrations of inflammatory biomarkers, namely C-reactive protein (CRP), interleukin 6 (IL6), interleukin 10 (IL10), and tristetraprolin (TTP), were evaluated at baseline and every four weeks, until complete wound closure had occurred or up to 12 weeks. The mean plasma concentration of IL6 significantly decreased in the treatment group (p = 0.001). The interaction between time and group was not statistically significant for the mean plasma concentrations of CRP, IL10, and TTP during the 12 weeks of the study. The results of this study showed the positive effects of nutritional intervention on controlling inflammation in DFU patients. More clinical trials with a larger population and longer duration of time are needed to confirm our results.
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Affiliation(s)
- Raedeh Basiri
- Department of Nutrition and Food Studies, George Mason University, Fairfax, VA 22030, USA
- Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, FL 32306, USA; (M.S.); (N.A.); (B.A.)
- Center for Advancing Exercise and Nutrition Research on Aging, Florida State University, Tallahassee, FL 32306, USA
- Correspondence:
| | - Maria Spicer
- Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, FL 32306, USA; (M.S.); (N.A.); (B.A.)
| | - Cathy Levenson
- Department of Biomedical Sciences, College of Medicine, Florida State University, Tallahassee, FL 32306, USA;
| | - Thomas Ledermann
- Department of Family and Child Sciences, Florida State University, Tallahassee, FL 32306, USA;
| | - Neda Akhavan
- Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, FL 32306, USA; (M.S.); (N.A.); (B.A.)
- Center for Advancing Exercise and Nutrition Research on Aging, Florida State University, Tallahassee, FL 32306, USA
| | - Bahram Arjmandi
- Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, FL 32306, USA; (M.S.); (N.A.); (B.A.)
- Center for Advancing Exercise and Nutrition Research on Aging, Florida State University, Tallahassee, FL 32306, USA
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20
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C-reactive protein and diabetic foot ulcer infections: A meta-analysis. J Tissue Viability 2022; 31:537-543. [DOI: 10.1016/j.jtv.2022.05.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 01/22/2022] [Accepted: 05/03/2022] [Indexed: 12/15/2022]
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21
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Sharma H, Sharma S, Krishnan A, Yuan D, Vangaveti VN, Malabu UH, Haleagrahara N. The efficacy of inflammatory markers in diagnosing infected diabetic foot ulcers and diabetic foot osteomyelitis: Systematic review and meta-analysis. PLoS One 2022; 17:e0267412. [PMID: 35476639 PMCID: PMC9045669 DOI: 10.1371/journal.pone.0267412] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 04/07/2022] [Indexed: 01/08/2023] Open
Abstract
Background Diabetes foot ulcer (DFU) is a complication of diabetes mellitus. Accurate diagnosis of DFU severity through inflammatory markers will assist in reducing impact on quality of life. We aimed to ascertain the diagnostic test accuracy of commonly used inflammatory markers such as erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), procalcitonin (PCT), and white cell count (WCC) for the diagnosis and differentiation between DFU grades based on the International Working Group on the Diabetic Foot classification system. Methods This systematic review explored studies that investigated one or more of the above-listed index tests aiding in diagnosing infected DFU. This review was registered on PROSPERO database (ID = CRD42021255618) and searched 5 databases including an assessment of the references of included studies. Records were manually screened as per Preferred Reporting Items for Systematic Reviews and Meta-Analysis guidelines. A total of 16 studies were included which were assessed for quality using QUADAS-2 tool and meta-analysed using Meta-Disc v1.4. Results CRP had the greatest area under the curve (AUC) of 0.893 for diagnosing grade 2 DFU. This returned a pooled sensitivity and specificity of 77.4% (95% CI: 72% to 82%) and 84.3% (95% CI: 79% to 89%) respectively. In terms of diagnosing grade 3 DFU, procalcitonin had the highest AUC value of 0.844 when compared with other markers. The pooled sensitivity of PCT was calculated as 85.5% (95% CI: 79% to 90%) and specificity as 68.9% (95% CI: 63% to 75%). Conclusion CRP and PCT are the best markers for diagnosing grade 2 and grade 3 DFU respectively. Other markers are also valuable when used in conjunction with clinical judgement. The findings accentuate the necessity of further research to establish standardised cut-off values for these inflammatory markers in diagnosing diabetic foot ulcers.
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Affiliation(s)
- Harman Sharma
- College of Medicine and Dentistry, James Cook University, Douglas, Queensland, Australia
- * E-mail:
| | - Sandhli Sharma
- Bachelor of Medicine & Bachelor of Surgery, Royal Australian College of General Practitioners, Darwin, Northern Territory, Australia
| | - Anirudh Krishnan
- College of Medicine and Dentistry, James Cook University, Douglas, Queensland, Australia
| | - Daniel Yuan
- College of Medicine and Dentistry, James Cook University, Douglas, Queensland, Australia
| | - Venkat N. Vangaveti
- College of Medicine and Dentistry, James Cook University, Douglas, Queensland, Australia
- Translational Research in Endocrinology and Diabetes, College of Medicine and Dentistry, James Cook University, Douglas, Queensland, Australia
| | - Usman H. Malabu
- College of Medicine and Dentistry, James Cook University, Douglas, Queensland, Australia
- Translational Research in Endocrinology and Diabetes, College of Medicine and Dentistry, James Cook University, Douglas, Queensland, Australia
| | - Nagaraja Haleagrahara
- College of Medicine and Dentistry, James Cook University, Douglas, Queensland, Australia
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22
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Qingwei San treats oral ulcer subjected to stomach heat syndrome in db/db mice by targeting TLR4/MyD88/NF-κB pathway. Chin Med 2022; 17:1. [PMID: 34980192 PMCID: PMC8725453 DOI: 10.1186/s13020-021-00565-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 12/28/2021] [Indexed: 12/12/2022] Open
Abstract
Background Qingwei San (QWS), one of classic Chinese Medicine prescripts, has been widely used to treat stomach heat syndrome which manifests oral ulcer (OU), periodontitis and upper gastrointestinal bleeding for seven hundred years. However, the therapeutic effects of QWS on diabetic OU subjected to stomach heat syndrome are still ambiguous. In the study, we investigated the pharmacological mechanisms. Methods The main components of QWS aqueous extract were analyzed by LC–MS, and potential pathways of QWS targeting OU were predicted by network pharmacology. The db/db mice were administered with the decoction of dried Zingiber officinale Rosc. rhizome combined with NaOH cauterization to establish the model of diabetic OU subjected to stomach heat syndrome. Subsequently, the model mice were treated with QWS, and OU wound healing status were recorded. The pathological changes of gastric tissue and oral mucosa were evaluated using hematoxylin–eosin staining, and the morphology of collagen fibers in oral mucosa was assessed by Masson staining. The levels of thromboxane B2 (TXB2), 6-Keto-prostaglandin F1α (6-keto-PGF1α), interleukin-1 β (IL-1β), IL-2, IL-6, tumor necrosis factor-α (TNF-α), β-endorphin (β-EP) and 5-Hydroxytryptamine (5-HT) were determined by ELISA assay. The protein expressions of Toll-like receptor 4 (TLR4), TNF receptor associated factor 6 (TRAF6), myeloid differentiation factor 88 (MyD88), inhibitor of NF-κB alpha (IκΒα), p-IκΒα and nuclear factor kappa-B (NF-κB) p65 were measured by Western Blotting. Results A total of 183 compounds in QWS were identified by LC–MS, and identified 79 bioactive compounds corresponded to 269 targets and 59 pathways. QWS high-dose treatment significantly reduced the level of TXB2 and the ratio of TXB2/6-keto-PGF1α. Meanwhile, it improved mucosal pathological morphology, and reduced the area of OU and local edema. Simultaneously, the levels of TNF-α, IL-1β, IL-6, IL-2 and 5-HT, and the expressions of TLR4, TRAF6, MyD88, p-IκΒα and NF-κB p65 were decreased. Conclusion QWS treatment facilitates the healing of OU, ameliorates pathological morphologies of gastric and oral mucosa and decreases the levels of pro-inflammatory cytokines in db/db mice subjected to stomach heat syndrome, whose mechanism may be associated with the inhibition of TLR4/MyD88/NF-κB signaling pathway to exert anti-inflammatory effects. Supplementary Information The online version contains supplementary material available at 10.1186/s13020-021-00565-5.
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23
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Zeng L, Zhang P, Fang Z, Liu D, Li H, Qu X, Chu S, Zhao H, Liu X, Lee M. The Construction and Analysis of Infiltrating Immune Cell and ceRNA Networks in Diabetic Foot Ulcer. Front Endocrinol (Lausanne) 2022; 13:836152. [PMID: 35909542 PMCID: PMC9329527 DOI: 10.3389/fendo.2022.836152] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 06/07/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Diabetic foot ulcer (DFU) is a severe complication characterized by low-grade infectious inflammation and probably associated with specific competitive endogenous RNAs (ceRNAs) and infiltrating immune cells. Nonetheless, no reliable biomarkers are used for detecting infectious inflammation in DFU. Therefore, it is essential to explore potential biomarkers for the accurate diagnosis and treatment of DFU. METHODS The gene expression profile was retrieved from Gene Expression Omnibus (GEO) database and divided into two groups, namely, standard samples and DFU samples. To establish the ceRNA networks, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were utilized to analyze differential expression genes (DEGs). The cell type identification was achieved by estimating relative subsets of RNA transcripts (CIBERSORT) algorithm to screen-specific immune-infiltrating cells associated with DFU. RESULTS A ceRNA network was constructed with 20 differential expression circRNA (DEcircRNAs), 11 differential expression microRNAs (DEmiRNAs), and 9 differential expression mRNAs (DEmRNAs). Functional enrichment analysis demonstrated that DFU was mainly enriched in vascular endothelial growth factor (VEGF) and T-cell receptor signaling. In addition, CIBERSORT estimation indicated that CD8+ T cells and Monocytes were significantly related to the expression of IL-6, a DFU-specific infectious inflammation factor. CONCLUSION This study identified that some significant ceRNAs (JUNB, GATA3, hsa-circ-0049271 and hsa-circ-0074559) and infiltrating immune cells (CD8+ T cells and monocytes) might be related to DFU infectious inflammation.
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Affiliation(s)
- Lin Zeng
- Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, China
- Department of Endocrinology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, China
| | - Pengxiang Zhang
- Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, China
- Department of Endocrinology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, China
| | - Zebin Fang
- Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, China
- Department of Endocrinology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, China
| | - Deliang Liu
- Department of Endocrinology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, China
- *Correspondence: Deliang Liu, ; Huilin Li,
| | - Huilin Li
- Department of Endocrinology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, China
- *Correspondence: Deliang Liu, ; Huilin Li,
| | - Xin Qu
- Department of Endocrinology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, China
| | - Shufang Chu
- Department of Endocrinology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, China
| | - Hengxia Zhao
- Department of Endocrinology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, China
| | - Xuemei Liu
- Department of Endocrinology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, China
| | - Maosheng Lee
- Department of Endocrinology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, China
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24
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Gal K, Veres K, Halmi S, Bozoki-Beke K, Fekete K, Homoki J, Remenyik J, Barath B, Varga A, Nemeth N, Soltesz P. The effect of rheopheresis treatment on the cytokine profile in diabetic foot syndrome with hyperviscosity in the aspect of clinical changes: A preliminary study. Clin Hemorheol Microcirc 2021; 80:117-125. [PMID: 34719483 DOI: 10.3233/ch-211188] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND Rheopheresis is a selective extracorporal double cascade filtration treatment, which can extract high molecular weight proteins being responsible for hyperviscosity. As the whole blood and plasma viscosity decrease microcirculation improves. OBJECTIVE In this preliminary study we aimed to analyze additional beneficial effects of rheopheresis treatment with changes of pro-inflammantory cytokine levels in diabetic foot syndrome patients. METHODS Two rheopheresis treatments were performed for 6 patients with diabetic foot ulcer and/or neuropathy on consecutive days. Before and after the treatments whole blood and plasma viscosity, as well as IL-6, IL-8, and TNF-alpha serum levels were determined, and complex angiological and ENG examinations were performed. RESULTS Rheopheresis decreased the whole blood and plasma viscosity, and the serum levels of IL-6, IL-8, and TNF-alpha were markedly reduced. The life quality of the patients improved, the ulcers healed, the pain decreased. Daily dose of analgesics decreased in the follow-up period (6 months). The ENG showed improving amplitude and/or normalizing conduction speed. CONCLUSION Application of rheopheresis in patients with diabetic foot syndrome has a beneficial effect, providing favorable rheological condition, normalizing cytokine profile and reducing the sensorineural symptoms.
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Affiliation(s)
- Kristof Gal
- Division of Angiology, Department of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Katalin Veres
- Division of Angiology, Department of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Sándor Halmi
- Division of Angiology, Department of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Krisztina Bozoki-Beke
- Division of Angiology, Department of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Klara Fekete
- Department of Neurology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Judit Homoki
- Department of Food Technology, Faculty of Agricultural and Food Sciences and Environmental Management University of Debrecen, Debrecen, Hungary
| | - Judit Remenyik
- Department of Food Technology, Faculty of Agricultural and Food Sciences and Environmental Management University of Debrecen, Debrecen, Hungary
| | - Barbara Barath
- Department of Operative Techniques and Surgical Research, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Adam Varga
- Department of Operative Techniques and Surgical Research, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Norbert Nemeth
- Department of Operative Techniques and Surgical Research, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Pal Soltesz
- Division of Angiology, Department of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
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Burgess JL, Wyant WA, Abdo Abujamra B, Kirsner RS, Jozic I. Diabetic Wound-Healing Science. MEDICINA (KAUNAS, LITHUANIA) 2021; 57:1072. [PMID: 34684109 PMCID: PMC8539411 DOI: 10.3390/medicina57101072] [Citation(s) in RCA: 295] [Impact Index Per Article: 73.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 09/28/2021] [Accepted: 10/04/2021] [Indexed: 12/15/2022]
Abstract
Diabetes mellitus is an increasingly prevalent chronic metabolic disease characterized by prolonged hyperglycemia that leads to long-term health consequences. It is estimated that impaired healing of diabetic wounds affects approximately 25% of all patients with diabetes mellitus, often resulting in lower limb amputation, with subsequent high economic and psychosocial costs. The hyperglycemic environment promotes the formation of biofilms and makes diabetic wounds difficult to treat. In this review, we present updates regarding recent advances in our understanding of the pathophysiology of diabetic wounds focusing on impaired angiogenesis, neuropathy, sub-optimal chronic inflammatory response, barrier disruption, and subsequent polymicrobial infection, followed by current and future treatment strategies designed to tackle the various pathologies associated with diabetic wounds. Given the alarming increase in the prevalence of diabetes, and subsequently diabetic wounds, it is imperative that future treatment strategies target multiple causes of impaired healing in diabetic wounds.
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Affiliation(s)
| | | | | | - Robert S. Kirsner
- Wound Healing and Regenerative Medicine Research Program, Department of Dermatology and Cutaneous Surgery, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (J.L.B.); (W.A.W.); (B.A.A.)
| | - Ivan Jozic
- Wound Healing and Regenerative Medicine Research Program, Department of Dermatology and Cutaneous Surgery, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (J.L.B.); (W.A.W.); (B.A.A.)
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26
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Todorova AS, Dimova RB, Chakarova NY, Serdarova MS, Grozeva GG, Georgiev GK, Tankova TI. Comparative Evaluation of the Diagnostic Value of Procalcitonin and hsCRP for the Presence of Mild-to-Moderate Diabetic Foot Infections. INT J LOW EXTR WOUND 2021; 22:353-359. [PMID: 33909506 DOI: 10.1177/15347346211011849] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
The aim of this study is to compare the efficacy of procalcitonin (PCT) and high-sensitive C-reactive protein (hsCRP) as diagnostic biomarkers in patients with diabetes and mild-to-moderate diabetic foot infections. A total of 119 patients (102 with type 2 diabetes and 17 with type 1 diabetes), of mean age 60.29 ± 10.05 years, divided into 3 groups-diabetic foot ulcer (DFU) with active infection (IDFU group, n = 41), DFU without clinical signs of infection (non-IDFU group, n = 35), and a control group with diabetes without DFU (n = 43). Infection severity was graded according to the International Working Group on the Diabetic Foot guideline-non-IDFU group as Grade 1, IDFU group as Grade 2 (n = 22), and Grade 3 (n = 19). Serum hsCRP was assessed by the immunoturbidimetric method and PCT by the enzyme chemiluminescence immunoassay (ECLIA) method. Levels of white blood cells (WBC) were assessed using the Medonic hematology analyzer and erythrocyte sedimentation rate (ESR) by the Westergren method. Serum hsCRP, WBC count, and ESR were significantly higher in the IDFU group as compared to non-IDFU and control groups, whereas PCT levels did not differ between the groups. hsCRP presented with higher sensitivity (80%), specificity (79%), area under the curve (AUC) 0.856, in comparison to PCT (sensitivity 63%, specificity 62%, AUC 0.617) for the presence of IDFU, as well as in the Grade 3 subgroup (84% sensitivity and specificity, AUC 0.911). The combined model of both markers did not present with better accuracy than using hsCRP alone. In conclusion, hsCRP appears to be a better diagnostic biomarker than PCT in the diagnosis of moderate foot ulcer infection. Both markers fail to distinguish mild infection.
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27
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Wang Y, Shao T, Wang J, Huang X, Deng X, Cao Y, Zhou M, Zhao C. An update on potential biomarkers for diagnosing diabetic foot ulcer at early stage. Biomed Pharmacother 2021; 133:110991. [PMID: 33227713 DOI: 10.1016/j.biopha.2020.110991] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Revised: 11/01/2020] [Accepted: 11/05/2020] [Indexed: 01/01/2023] Open
Abstract
As one of major chronic complications of diabetes, diabetic foot ulcer (DFU) is the main cause of disability and death. The clinical diagnosis and prognosis of DFU is inadequate. For clinicians, if the risk stratification of DFU can be obtained earlier in diabetic patients, the hospitalization, disability and mortality rate will be reduced. In addition to the inflammatory biomarkers that have been widely concerned and used, e.g., procalcitonin, pentraxin-3, C-reactive protein (CRP), interleukins (ILs), and tumor necrosis factor-α (TNF-α), etc., a more comprehensive prediction of the risk and severity of DFU is needed to reflect new biomarkers for therapeutic intervention effects. Along with the development of systems biology technology, genomics, proteomics, metabolomics and microbiome have been used in the studies on DFU for better understanding of the disease. In this review, new biomarkers that are expected to assist in the accurate diagnosis and risk stratification of DFU will be discussed and summarized in detail.
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Affiliation(s)
- Yuqing Wang
- Shanghai Traditional Chinese Medicine Integrated Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200082, China; Graduate School, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Tengteng Shao
- Shanghai Traditional Chinese Medicine Integrated Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200082, China; Graduate School, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Jialin Wang
- Shanghai Traditional Chinese Medicine Integrated Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200082, China; Graduate School, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Xiaoting Huang
- Shanghai Traditional Chinese Medicine Integrated Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200082, China; Graduate School, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Xiaofei Deng
- Shanghai Traditional Chinese Medicine Integrated Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200082, China
| | - Yemin Cao
- Shanghai Traditional Chinese Medicine Integrated Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200082, China
| | - Mingmei Zhou
- Shanghai Traditional Chinese Medicine Integrated Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200082, China; Center for Chinese Medicine Therapy and Systems Biology, Institute for Interdisciplinary Medicine Sciences, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China.
| | - Cheng Zhao
- Shanghai Traditional Chinese Medicine Integrated Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200082, China.
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Jayasuriya R, Dhamodharan U, Karan AN, Anandharaj A, Rajesh K, Ramkumar KM. Role of Nrf2 in MALAT1/ HIF-1α loop on the regulation of angiogenesis in diabetic foot ulcer. Free Radic Biol Med 2020; 156:168-175. [PMID: 32473205 DOI: 10.1016/j.freeradbiomed.2020.05.018] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 05/21/2020] [Accepted: 05/24/2020] [Indexed: 12/17/2022]
Abstract
Diabetic non healing wounds often result in significant morbidity and mortality. The number of effective targets to detect these wounds are meagre. Slow lymphangiogenesis is one of the complex processes involved in impaired healing of wounds. Long non coding RNAs (lncRNAs) have been importantly recognized for their role in pathological conditions. Multiple studies highlighting the role of lncRNAs in the regulation of several biological processes and complex diseases. Herein, we investigated the role of lncRNA Metastasis-associated lung adenocarcinoma transcript 1 (MALAT1) in the progression of diabetic foot ulcer (DFU). We report a significant reduction in the expression of lncRNA MALAT1 in the infected DFU subjects which was positively correlated with the expression of angiogenic factors such as Nrf2, HIF-1α and VEGF. Further, expression of pro-inflammatory markers TNF-α and IL-6 were found to be increased while, the expression of anti-inflammatory marker IL-10 was decreased in infected DFU tissues. Involvement of lncRNA MALAT1 in angiogenesis in EA.hy926 cells was demonstrated by silencing the expression of Nrf2, HIF-1α, and VEGF through interference mediated by MALAT1. In addition, its inflammatory role was demonstrated by decreased expression of TNF-α, IL-6 and not affecting the expression of IL-10. Further, CRISPR-Cas9 knock out of Nrf2 decreased the expression of lncRNA MALAT1, HIF-1α and VEGF which revealed the association of Nrf2 in regulating MALAT1/HIF-1α loop through positive feedback mechanism. Collectively, our results suggested the role of Nrf2 on MALAT1/HIF-1α loop in the regulation of angiogenesis, which could act as a novel target in the treatment of diabetic wounds.
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Affiliation(s)
- Ravichandran Jayasuriya
- Department of Biotechnology and SRM Research Institute, SRM Institute of Science and Technology, Kattankulathur, 603 203, Tamil Nadu, India
| | - Umapathy Dhamodharan
- Department of Biotechnology and SRM Research Institute, SRM Institute of Science and Technology, Kattankulathur, 603 203, Tamil Nadu, India
| | - Amin Naresh Karan
- Department of Biotechnology and SRM Research Institute, SRM Institute of Science and Technology, Kattankulathur, 603 203, Tamil Nadu, India
| | - Arunkumar Anandharaj
- Indian Institute of Food Processing Technology, Pudukkottai Road, Thanjavur, 613005, Tamil Nadu, India
| | - Kesavan Rajesh
- Department of Podiatry, Hycare Super Speciality Hospital, MMDA Colony, Arumbakkam, Chennai, 600 106, Tamil Nadu, India.
| | - Kunka Mohanram Ramkumar
- Department of Biotechnology and SRM Research Institute, SRM Institute of Science and Technology, Kattankulathur, 603 203, Tamil Nadu, India.
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Hadian Y, Fregoso D, Nguyen C, Bagood MD, Dahle SE, Gareau MG, Isseroff RR. Microbiome-skin-brain axis: A novel paradigm for cutaneous wounds. Wound Repair Regen 2020; 28:282-292. [PMID: 32034844 DOI: 10.1111/wrr.12800] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Revised: 01/21/2020] [Accepted: 01/24/2020] [Indexed: 12/12/2022]
Abstract
Chronic wounds cause a significant burden on society financially, medically, and psychologically. Unfortunately, patients with nonhealing wounds often suffer from comorbidities that further compound their disability. Given the high rate of depressive symptoms experienced by patients with chronic wounds, further studies are needed to investigate the potentially linked pathophysiological changes in wounds and depression in order to improve patient care. The English literature on wound healing, inflammatory and microbial changes in chronic wounds and depression, and antiinflammatory and probiotic therapy was reviewed on PubMed. Chronic wound conditions and depression were demonstrated to share common pathologic features of dysregulated inflammation and altered microbiome, indicating a possible relationship. Furthermore, alternative treatment strategies such as immune-targeted and probiotic therapy showed promising potential by addressing both pathophysiological pathways. However, many existing studies are limited to a small study population, a cross-sectional design that does not establish temporality, or a wide range of confounding variables in the context of a highly complex and multifactorial disease process. Therefore, additional preclinical studies in suitable wound models, as well as larger clinical cohort studies and trials are necessary to elucidate the relationship between wound microbiome, healing, and depression, and ultimately guide the most effective therapeutic and management plan for chronic wound patients.
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Affiliation(s)
- Yasmin Hadian
- Department of Dermatology, School of Medicine, University of California, Davis, California.,Dermatology Section, VA Northern California Health Care System, Mather, California
| | - Daniel Fregoso
- Department of Dermatology, School of Medicine, University of California, Davis, California
| | - Chuong Nguyen
- Department of Dermatology, School of Medicine, University of California, Davis, California
| | - Michelle D Bagood
- Department of Dermatology, School of Medicine, University of California, Davis, California
| | - Sara E Dahle
- Department of Dermatology, School of Medicine, University of California, Davis, California.,Podiatry Section, VA Northern California Health Care System, Mather, California
| | - Melanie G Gareau
- Department of Anatomy, Physiology and Cell Biology, School of Veterinary Medicine, University of California Davis, Davis, California
| | - Roslyn Rivkah Isseroff
- Department of Dermatology, School of Medicine, University of California, Davis, California.,Dermatology Section, VA Northern California Health Care System, Mather, California
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30
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Senneville É, Lipsky BA, Abbas ZG, Aragón-Sánchez J, Diggle M, Embil JM, Kono S, Lavery LA, Malone M, van Asten SA, Urbančič-Rovan V, Peters EJG. Diagnosis of infection in the foot in diabetes: a systematic review. Diabetes Metab Res Rev 2020; 36 Suppl 1:e3281. [PMID: 32176440 DOI: 10.1002/dmrr.3281] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2019] [Revised: 09/01/2019] [Accepted: 09/19/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND Securing an early accurate diagnosis of diabetic foot infections and assessment of their severity are of paramount importance since these infections can cause great morbidity and potentially mortality and present formidable challenges in surgical and antimicrobial treatment. METHODS In June 2018, we searched the literature using PuEbMed and EMBASE for published studies on the diagnosis of diabetic foot infection. On the basis of predetermined criteria, we reviewed prospective controlled, as well as noncontrolled, studies in any language, seeking translations for those not in English. We then developed evidence statements on the basis of the included papers. RESULTS From the 4242 records screened, we selected 35 papers that met our inclusion criteria. The quality of all but one of the evidence statements was low because of the weak methodology of nearly all of the studies. The available data suggest that diagnosing diabetic foot infections on the basis of clinical signs and symptoms and classified according to the International Working Group of the Diabetic Foot scheme correlates with the patient's likelihood of ulcer healing, of lower extremity amputation, and risk of death. Elevated levels of selected serum inflammatory markers are supportive, but not diagnostic, of soft tissue or bone infection. In patients with suspected diabetic foot osteomyelitis, both a positive probe-to-bone test and an elevated erythrocyte sedimentation rate are strongly associated with its presence. Culturing tissue samples of soft tissues or bone, when care is taken to avoid contamination, provides more accurate microbiological information than culturing superficial (swab) samples. Plain X-ray remains the first-line imaging examination when there is suspicion of diabetic foot osteomyelitis, but advanced imaging methods help in cases when either the diagnosis or the localization of infection is uncertain. CONCLUSION The results of this first reported systematic review on the diagnosis of diabetic foot infections provide some guidance for clinicians, but there is a need for more prospective controlled studies of high quality.
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Affiliation(s)
- Éric Senneville
- Gustave Dron Hospital, Tourcoing, France
- Lille University, France
| | | | - Zulfiqarali G Abbas
- Abbas Medical Centre, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | | | - Mathew Diggle
- Alberta Public Laboratories, University of Alberta Hospital, Edmonton, Alberta, Canada
| | - John M Embil
- University of Manitoba, Winnipeg, Manitoba, Canada
| | - Shigeo Kono
- WHO-Collaborating Centre for Diabetes, National Hospital Organization Kyoto Medical Centre, Kyoto, Japan
| | - Lawrence A Lavery
- University of Texas Southwestern Medical Center and Parkland Hospital, Dallas, TX
| | - Matthew Malone
- School of Medicine, Infectious Diseases and Microbiology, Western Sydney University, Sydney, New South Wales, Australia
- South West Sydney Local Health District, Sydney, New South Wales, Australia
| | - Suzanne A van Asten
- Faculty of Medicine, University Medical Centre, University of Ljubljana, Ljubljana, Slovenia
| | - Vilma Urbančič-Rovan
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Edgar J G Peters
- Department of Internal Medicine, Section of Infectious Diseases, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Infection and Immunity Institute, Amsterdam, The Netherlands
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Lipsky BA, Senneville É, Abbas ZG, Aragón-Sánchez J, Diggle M, Embil JM, Kono S, Lavery LA, Malone M, van Asten SA, Urbančič-Rovan V, Peters EJG. Guidelines on the diagnosis and treatment of foot infection in persons with diabetes (IWGDF 2019 update). Diabetes Metab Res Rev 2020; 36 Suppl 1:e3280. [PMID: 32176444 DOI: 10.1002/dmrr.3280] [Citation(s) in RCA: 351] [Impact Index Per Article: 70.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 05/01/2019] [Accepted: 05/20/2019] [Indexed: 12/17/2022]
Abstract
The International Working Group on the Diabetic Foot (IWGDF) has published evidence-based guidelines on the prevention and management of diabetic foot disease since 1999. This guideline is on the diagnosis and treatment of foot infection in persons with diabetes and updates the 2015 IWGDF infection guideline. On the basis of patient, intervention, comparison, outcomes (PICOs) developed by the infection committee, in conjunction with internal and external reviewers and consultants, and on systematic reviews the committee conducted on the diagnosis of infection (new) and treatment of infection (updated from 2015), we offer 27 recommendations. These cover various aspects of diagnosing soft tissue and bone infection, including the classification scheme for diagnosing infection and its severity. Of note, we have updated this scheme for the first time since we developed it 15 years ago. We also review the microbiology of diabetic foot infections, including how to collect samples and to process them to identify causative pathogens. Finally, we discuss the approach to treating diabetic foot infections, including selecting appropriate empiric and definitive antimicrobial therapy for soft tissue and for bone infections, when and how to approach surgical treatment, and which adjunctive treatments we think are or are not useful for the infectious aspects of diabetic foot problems. For this version of the guideline, we also updated four tables and one figure from the 2016 guideline. We think that following the principles of diagnosing and treating diabetic foot infections outlined in this guideline can help clinicians to provide better care for these patients.
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Affiliation(s)
- Benjamin A Lipsky
- Department of Medicine, University of Washington, Seattle, Washington
- Green Templeton College, University of Oxford, Oxford, UK
| | | | - Zulfiqarali G Abbas
- Abbas Medical Centre, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | | | - Mathew Diggle
- Alberta Public Laboratories, University of Alberta Hospital, Edmonton, Alberta, Canada
| | - John M Embil
- University of Manitoba, Winnipeg, Manitoba, Canada
| | - Shigeo Kono
- WHO-collaborating Centre for Diabetes, National Hospital Organization Kyoto Medical Center, Kyoto, Japan
| | - Lawrence A Lavery
- Department of Plastic Surgery, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Matthew Malone
- South West Sydney Local Health District, School of Medicine, Infectious Diseases and Microbiology, Western Sydney University, Sydney, New South Wales, Australia
| | | | - Vilma Urbančič-Rovan
- Faculty of Medicine, University Medical Centre, University of Ljubljana, Ljubljana, Slovenia
| | - Edgar J G Peters
- Department of Internal Medicine, Infection and Immunity Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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32
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Patel S, Pragati, Dwivedi SD, Yadav K, Kanwar JR, Singh MR, Singh D. Pathogenesis and Molecular Targets in Treatment of Diabetic Wounds. OBESITY AND DIABETES 2020:747-758. [DOI: 10.1007/978-3-030-53370-0_55] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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Saeed K, González Del Castillo J, Backous C, Drevet S, Ferrer R, Gavazzi G, Gluck E, Jensen JU, Kanizsai P, Ruiz-Rodríguez JC, Molnar G, Fazakas J, Umpleby H, Townsend J, Schuetz P. Hot topics on procalcitonin use in clinical practice, can it help antibiotic stewardship? Int J Antimicrob Agents 2019; 54:686-696. [PMID: 31369813 DOI: 10.1016/j.ijantimicag.2019.07.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 07/12/2019] [Accepted: 07/21/2019] [Indexed: 12/30/2022]
Affiliation(s)
- Kordo Saeed
- Hampshire Hospitals NHS Foundation Trust and University of Southampton, UK.
| | - Juan González Del Castillo
- Emergency Department, Instituto de Investigación Sanitaria (IdISSC), Hospital Clínico San Carlos, Madrid, Spain
| | - Craig Backous
- Swedish Covenant Hospital, Finch University Health Sciences/ The Chicago Medical School, USA
| | - Sabine Drevet
- GREPI EA 7408 University of Grenoble-Alpes, and Geriatric department, University Hospital of Grenoble-Alpes, France
| | - Ricard Ferrer
- Intensive Care Department. Vall d'Hebron University Hospital. Barcelona, Spain & Shock, Organ Dysfunction and Resuscitation Research Group. Vall d'Hebron Institute of Research, Spain
| | - Gaëtan Gavazzi
- GREPI EA 7408 University of Grenoble-Alpes, and Geriatric department, University Hospital of Grenoble-Alpes, France
| | - Eric Gluck
- Swedish Covenant Hospital, Finch University Health Sciences/ The Chicago Medical School, USA
| | - Jens-Ulrik Jensen
- CHIP & PERSIMUNE, Department of Infectious Diseases, Rigshospitalet and University of Copenhagen, Denmark; Section for Respiratory Medicine, Department of Internal Medicine, Herlev-Gentofte Hospital, Hellerup, Denmark
| | | | - Juan Carlos Ruiz-Rodríguez
- Intensive Care Department. Vall d'Hebron University Hospital. Barcelona, Spain & Shock, Organ Dysfunction and Resuscitation Research Group. Vall d'Hebron Institute of Research, Spain
| | - Gyula Molnar
- Semmelweis University, Faculty of Medicine, Budapest, Hungary
| | - Janos Fazakas
- Semmelweis University, Department of Transplant Surgery, Budapest, Hungary
| | | | - Jennifer Townsend
- Johns Hopkins University, Division of Infectious Diseases, Johns Hopkins Bayview Medical Center, USA
| | - Philipp Schuetz
- Kantonsspital Aarau, Internal Medicine, Aarau, Switzerland; University of Basel, Switzerland
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Hadavand F, Amouzegar A, Amid H. Pro-Calcitonin, Erythrocyte Sedimentation Rate and C - reactive Protein in Predicting Diabetic Foot Ulcer Characteristics; a Cross Sectional Study. ARCHIVES OF ACADEMIC EMERGENCY MEDICINE 2019; 7:37. [PMID: 31555767 PMCID: PMC6732205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
INTRODUCTION Considering the importance of early diagnosis of diabetic foot ulcers and its complications, this study aimed to evaluate the accuracy of erythrocyte sedimentation rate (ESR), C - reactive protein (CRP), and pro-calcitonin (PCT) in predicting the ulcer class, osteomyelitis, and peripheral arterial disease (PAD). METHODS This cross-sectional study was performed on 200 consecutive patients suffering from diabetic foot ulcer who were referred to Infectious Disease Ward. The levels of PCT, ESR, and CRP were measured for all patients and the screening performance characteristics of each marker in predicting the ulcer class, osteomyelitis, and PAD was calculated. RESULTS The levels of PCT, ESR and CRP were significantly higher in patients with class IV foot ulcer compared to those with class III ulcers (p<0.001). Patients with evidence of osteomyelitis had significantly higher level of PCT, ESR and CRP. The best cutoff points of PCT, ESR and CRP in predicting osteomyelitis were 0.35 ng/ml (86.1% sensitivity, 45.3% specificity), 56.5 mm/hours (95.8% sensitivity, and 50.0% specificity) and 44 mg/ml (90.3% sensitivity, 57.0% specificity), respectively. The presence of PAD was significantly associated with increased levels of the three biomarkers. The best cutoff values for PCT, ESR and CRP in predicting PAD were 0.45 (70.8% sensitivity, 71.7% specificity), 61.5 (83.3% sensitivity, 52.0% specificity) and 49 (83.3% sensitivity, 63.8% specificity), respectively. CONCLUSION Based on the findings of the present study, although the accuracy of PCT, ESR, and CRP in predicting the severity of diabetic foot ulcers was fair, increase in the three parameters can predict the occurrence of osteomyelitis and PAD following diabetic food development with good accuracy and acceptable sensitivity.
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Affiliation(s)
- Fahimeh Hadavand
- Infectious Diseases and Tropical Medicine Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Atefeh Amouzegar
- Department of Nephrology, Firoozgar Clinical Research Development Center (FCRDC), Iran University of Medical Sciences, Tehran, Iran
| | - Hessam Amid
- Infectious Diseases and Tropical Medicine Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran. ,Corresponding author: Hessam Amid; Infectious Diseases and Tropical Medicine Research Center, Shahid Beheshti University of Medical Sciences, 7th floor, Tehran, Iran. Postal code: 1985717443, , Tel: 00982122672493, orchid: 0000-0001-8552-154x
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