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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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Ansert EA, Tarricone AN, Coye TL, Crisologo PA, Truong D, Suludere MA, Lavery LA. Update of biomarkers to diagnose diabetic foot osteomyelitis: A meta-analysis and systematic review. Wound Repair Regen 2024; 32:366-376. [PMID: 38566503 DOI: 10.1111/wrr.13174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 02/14/2024] [Accepted: 03/10/2024] [Indexed: 04/04/2024]
Abstract
The aim of this study was to evaluate the diagnostic characteristics of biomarker for diabetic foot osteomyelitis (DFO). We searched PubMed, Scopus, Embase and Medline for studies who report serological markers and DFO before December 2022. Studies must include at least one of the following diagnostic parameters for biomarkers: area under the curve, sensitivities, specificities, positive predictive value, negative predictive value. Two authors evaluated quality using the Quality Assessment of Diagnostic Accuracy Studies tool. We included 19 papers. In this systematic review, there were 2854 subjects with 2134 (74.8%) of those patients being included in the meta-analysis. The most common biomarkers were erythrocyte sedimentation rate (ESR), C-reactive protein (CRP) and procalcitonin (PCT). A meta-analysis was then performed where data were evaluated with Forrest plots and receiver operating characteristic curves. The pooled sensitivity and specificity were 0.72 and 0.75 for PCT, 0.72 and 0.76 for CRP and 0.70 and 0.77 for ESR. Pooled area under the curves for ESR, CRP and PCT were 0.83, 0.77 and 0.71, respectfully. Average diagnostic odds ratios were 16.1 (range 3.6-55.4), 14.3 (range 2.7-48.7) and 6.7 (range 3.6-10.4) for ESR, CRP and PCT, respectfully. None of the biomarkers we evaluated could be rated as 'outstanding' to diagnose osteomyelitis. Based on the areas under the curve, ESR is an 'excellent' biomarker to detect osteomyelitis, and CRP and PCT are 'acceptable' biomarkers to diagnose osteomyelitis. Diagnostic odds ratios indicate that ESR, CRP and PCT are 'good' or 'very good' tools to identify osteomyelitis.
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Affiliation(s)
- Elizabeth A Ansert
- Department of Plastic Surgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Arthur N Tarricone
- Department of Plastic Surgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Department of Orthopedic Surgery, University of Texas Health Science Center, San Antonio, Texas, USA
| | - Tyler L Coye
- Department of Plastic Surgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Peter A Crisologo
- Department of Plastic Surgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - David Truong
- Surgical Service, Podiatry Section, Veteran Affairs North Texas Health Care System, Dallas, Texas, USA
- Department of Orthopedic Surgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Mehmet A Suludere
- Department of Plastic Surgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Lawrence A Lavery
- Department of Plastic Surgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA
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Coye TL, Crisologo PA, Suludere MA, Malone M, Oz OK, Lavery LA. The infected diabetic foot: Modulation of traditional biomarkers for osteomyelitis diagnosis in the setting of diabetic foot infection and renal impairment. Int Wound J 2024; 21:e14770. [PMID: 38484740 PMCID: PMC10939997 DOI: 10.1111/iwj.14770] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 01/28/2024] [Indexed: 03/18/2024] Open
Abstract
The objective of this paper was to investigate erythrocyte sedimentation rate (ESR) and c-reactive protein (CRP) in diagnosing pedal osteomyelitis (OM) in patients with and without diabetes, and with and without severe renal impairment (SRI). This was a retrospective cohort study of patients with moderate and severe foot infections. We evaluated three groups: Subjects without diabetes (NDM), subjects with diabetes and without severe renal insufficiency (DM-NSRI), and patients with diabetes and SRI (DM-SRI). SRI was defined as eGFR <30. We evaluated area under the curve (AUC), cutoff point, sensitivity and specificity to characterize the accuracy of ESR and CRP to diagnose OM. A total of 408 patients were included in the analysis. ROC analysis in the NDM group revealed the AUC for ESR was 0.62, with a cutoff value of 46 mm/h (sensitivity, 49.0%; specificity, 76.0%). DM-NSRI subjects showed the AUC for ESR was 0.70 with the cutoff value of 61 mm/h (sensitivity, 68.9%; specificity 61.8%). In DM-SRI, the AUC for ESR was 0.67, with a cutoff value of 119 mm/h (sensitivity, 46.4%; specificity, 82.40%). In the NDM group, the AUC for CRP was 0.55, with a cutoff value of 6.4 mg/dL (sensitivity, 31.3%; specificity, 84.0%). For DM-NSRI, the AUC for CRP was 0.70, with a cutoff value of 8 mg/dL (sensitivity, 49.2%; specificity, 80.6%). In DM-SRI, the AUC for CRP was 0.62, with a cutoff value of 7 mg/dL (sensitivity, 57.1%; specificity, 67.7%). While CRP demonstrated relatively consistent utility, ESR's diagnostic cutoff points diverged significantly. These results highlight the necessity of considering patient-specific factors when interpreting ESR results in the context of OM diagnosis.
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Affiliation(s)
- Tyler L. Coye
- Department of Plastic SurgeryUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - P. Andrew Crisologo
- Department of Plastic SurgeryUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Mehmet A. Suludere
- Department of ImmunologyUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Matthew Malone
- Limb Preservation and Wound Research Academic Unit, Liverpool Hospital, South Western Sydney LHDSydneyNew South WalesAustralia
| | - Orhan K. Oz
- Department of RadiologyUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Lawrence A. Lavery
- Department of Plastic SurgeryUniversity of Texas Southwestern Medical CenterDallasTexasUSA
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García-Álvarez Y, Álvaro-Afonso FJ, García-Madrid M, Tardáguila-García A, López-Moral M, Lázaro-Martínez JL. Analysis of the Influence of Diabetic Nephropathy in Patients with Diabetic Foot Osteomyelitis. J Clin Med 2023; 12:5557. [PMID: 37685623 PMCID: PMC10489116 DOI: 10.3390/jcm12175557] [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: 05/30/2023] [Revised: 08/08/2023] [Accepted: 08/24/2023] [Indexed: 09/10/2023] Open
Abstract
This study analyzed the influence of diabetic nephropathy on the healing prognosis after conservative surgery in diabetic foot osteomyelitis (DFO). A retrospective observational study was carried out between January 2021 and December 2022 and involved 278 outpatients with a diagnosis of DFO at a specialized diabetic foot unit, including 74 (26.62%) patients with DN (group 2) and 204 (73.38%) patients without DN (group 1). There were 266 (95.70%) ulcers on the forefoot, 8 (2.90%) on the midfoot, and 4 (1.45%) on the hindfoot (p = 0.992). The healing rates were 85.1% (n = 63) for group 2 and 81.3% (n = 165) for group 1 (p = 0.457). When exploring the influence of DN on the risk of delayed ulcer healing, the results did not show a significant effect [12 (6; 28) weeks among patients with DN vs. 12 (6; 21) weeks among patients without DN; p = 0.576]. No significant differences were observed in complications, with one (2.59%) death occurring in group 1 (p = 0.296) and three minor amputations being performed in both groups [two (5.13%) amputations in group 1 vs. one amputation (9.09%) in group 2; p = 0.217]. Bone cultures were performed for a total of 190 patients (133 in group 1 and 57 in group 2). Of these, 176 positive bone cultures were isolated: 71 positive bone cultures (57.7%) were monomicrobial cultures in group 1, with 30 (56.6%) in group 2. There were 52 (42.3%) that had at least two microorganisms in group 1, and 23 (43.4%) in group 2 (p = 0.890). The most frequently prescribed oral antibiotic was amoxicillin/clavulanate (43.89%), followed by levofloxacin (28.4%), and trimethoprim/sulfamethoxazole (14.7%). This study shows that DN does not have a significant influence on the healing prognosis of patients with DFO after conservative surgery.
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Affiliation(s)
| | - Francisco Javier Álvaro-Afonso
- Diabetic Foot Unit, Clínica Universitaria de Podología, Facultad de Enfermería, Fisioterapia y Podología, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain; (Y.G.-Á.); (M.G.-M.); (A.T.-G.); (M.L.-M.); (J.L.L.-M.)
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Caruso P, Maiorino MI, Scappaticcio L, Porcellini C, Matrone R, Cirillo P, Macera M, Gicchino M, Vietri MT, Bellastella G, Coppola N, Esposito K. Biochemical predictors of diabetic foot osteomyelitis: A potential diagnostic role for parathormone. Diabetes Metab Res Rev 2023; 39:e3590. [PMID: 36400428 DOI: 10.1002/dmrr.3590] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 09/12/2022] [Accepted: 10/05/2022] [Indexed: 11/21/2022]
Abstract
AIMS The aims of this study were to evaluate parathormone (PTH) levels in people with diabetic foot ulcers (DFU) and investigate the relationship between PTH levels and osteomyelitis (OM) in this population. MATERIALS AND METHODS Eighty-eight patients were admitted for DFU in a tertiary-care centre from October 2021 to May 2022. OM was diagnosed by clinical, laboratory, and radiological evaluations. Laboratory measurements and clinical parameters were collected from medical records. Participants in the study were divided into two groups according to the diagnosis of OM (patients with OM, group 1 [n = 54] and patients without OM, group 2 [n = 34]). RESULTS Compared with group 2, patients in group 1 were younger and had a longer duration of diabetes. Erythrocyte sedimentation rate and fibrinogen were significantly higher in group 1 compared with group 2. PTH levels were significantly lower (group 1 vs. group 2, median [interquartile range] 16.2 (11.6, 31.0) vs. 23.7 (17.0, 38.1), p = 0.008) and alkaline phosphatase was significantly higher (97.0 (79.0, 112.0) vs. 88.0 (63.0, 107.0), p = 0.031) in group 1. In multiple linear regression analysis, the only independent predictors of PTH concentrations were alkaline phosphatase levels (β-coefficient 0.441, p < 0.001) and the presence of OM (β-coefficient -0.290, p = 0.038). CONCLUSIONS In a population of patients with diabetes and OM admitted to a tertiary university centre, PTH levels were lower as compared with diabetic individuals without OM. The OM and alkaline phosphatase levels were independent predictors of PTH levels in this selected population.
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Affiliation(s)
- Paola Caruso
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
- Unit of Endocrinology and Metabolic Diseases, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Maria Ida Maiorino
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
- Unit of Endocrinology and Metabolic Diseases, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Lorenzo Scappaticcio
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Chiara Porcellini
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
- Unit of Endocrinology and Metabolic Diseases, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Rita Matrone
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
- Unit of Endocrinology and Metabolic Diseases, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Paolo Cirillo
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Margherita Macera
- Infectious Diseases Unit, Department of Mental Health and Public Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Maurizio Gicchino
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
- Unit of Endocrinology and Metabolic Diseases, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Maria Teresa Vietri
- Unit of Clinical and Molecular Pathology, Department of Precision Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Giuseppe Bellastella
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
- Unit of Endocrinology and Metabolic Diseases, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Nicola Coppola
- Infectious Diseases Unit, Department of Mental Health and Public Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Katherine Esposito
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
- Unit of Endocrinology and Metabolic Diseases, University of Campania "Luigi Vanvitelli", Naples, Italy
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Difficulties in the Treatment of Diabetic Foot and Research Progress of Combination of Traditional Chinese and Western Medicine. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:9449427. [PMID: 35991142 PMCID: PMC9388273 DOI: 10.1155/2022/9449427] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Revised: 07/06/2022] [Accepted: 07/09/2022] [Indexed: 12/12/2022]
Abstract
A diabetic foot is any disorder directly attributable to peripheral arterial disease (PAD) and/or the sensory neuropathies influencing the diabetic foot; it is a long-term (or “chronic”) complication of diabetes. Generally, it is a permanent (or “chronic”) comorbidity of diabetes. The swallowing of peripheral neuropathy and peripheral vascular disease leads to damage to the soft tissue, bone, and joint system of the foot. In addition, diabetic feet are also susceptible to infection, which can lead to lameness and even amputation. The management of the diabetic foot can be both challenging and chronic; it may comprise orthoses, surgery, antibacterial medication, and topical dressings. Traditional Chinese medicine (TCM) has a variety of methods for the treatment of diabetic foot with obvious advantages, which can be divided into internal treatment and external treatment of TCM. These treatments include external foot bath, fumigation and washing stains, internal administration of traditional Chinese medicine, syndrome differentiation and staging treatment, empirical prescription, self-made prescription, internal use of proprietary Chinese medicine, massage, acupuncture, and paste powder application, which have significant value in the prevention and treatment of diabetic foot. Some studies have shown that modern medicine combined with herbal therapy can significantly improve the prognosis of diabetic foot. Therefore, this study summarized the difficulties in the therapeutic approaches to diabetic foot and the recent research progress in combining Chinese and Western medicine in the treatment of diabetic foot.
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