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Shen J, Wei Z, Wu H, Wang X, Wang S, Wang G, Luo F, Xie Z. The induced membrane technique for the management of infected segmental bone defects. Bone Joint J 2024; 106-B:613-622. [PMID: 38821512 DOI: 10.1302/0301-620x.106b6.bjj-2023-1443.r1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/02/2024]
Abstract
Aims The aim of the present study was to assess the outcomes of the induced membrane technique (IMT) for the management of infected segmental bone defects, and to analyze predictive factors associated with unfavourable outcomes. Methods Between May 2012 and December 2020, 203 patients with infected segmental bone defects treated with the IMT were enrolled. The digital medical records of these patients were retrospectively analyzed. Factors associated with unfavourable outcomes were identified through logistic regression analysis. Results Among the 203 enrolled patients, infection recurred in 27 patients (13.3%) after bone grafting. The union rate was 75.9% (154 patients) after second-stage surgery without additional procedures, and final union was achieved in 173 patients (85.2%) after second-stage surgery with or without additional procedures. The mean healing time was 9.3 months (3 to 37). Multivariate logistic regression analysis of 203 patients showed that the number (≥ two) of debridements (first stage) was an independent risk factor for infection recurrence and nonunion. Larger defect sizes were associated with higher odds of nonunion. After excluding 27 patients with infection recurrence, multivariate analysis of the remaining 176 patients suggested that intramedullary nail plus plate internal fixation, smoking, and an allograft-to-autograft ratio exceeding 1:3 adversely affected healing time. Conclusion The IMT is an effective method to achieve infection eradication and union in the management of infected segmental bone defects. Our study identified several risk factors associated with unfavourable outcomes. Some of these factors are modifiable, and the risk of adverse outcomes can be reduced by adopting targeted interventions or strategies. Surgeons can fully inform patients with non-modifiable risk factors preoperatively, and may even use other methods for bone defect reconstruction.
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Affiliation(s)
- Jie Shen
- Department of Orthopaedics, Southwest Hospital, Army Medical University, Chongqing, China
- Trauma Medical Centre, Department of Orthopaedic Surgery, Orthopaedic Research Institute, West China Hospital, Sichuan University, Chengdu, China
| | - Zhiyuan Wei
- Department of Orthopaedics, Southwest Hospital, Army Medical University, Chongqing, China
| | - Hongri Wu
- Department of Orthopaedics, Southwest Hospital, Army Medical University, Chongqing, China
- Department of Orthopaedics, Navy 905 Hospital, Navy Medical University, Shanghai, China
| | - Xiaohua Wang
- Department of Orthopaedics, Southwest Hospital, Army Medical University, Chongqing, China
| | - Shulin Wang
- Department of Orthopaedics, Southwest Hospital, Army Medical University, Chongqing, China
| | - Guanglin Wang
- Trauma Medical Centre, Department of Orthopaedic Surgery, Orthopaedic Research Institute, West China Hospital, Sichuan University, Chengdu, China
| | - Fei Luo
- Department of Orthopaedics, Southwest Hospital, Army Medical University, Chongqing, China
| | - Zhao Xie
- Department of Orthopaedics, Southwest Hospital, Army Medical University, Chongqing, China
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Coelho A, Parés-Alfonso I, Companys R, Sánchez-Soler JF, Torres-Claramunt R, Alier A, Monllau JC. [Translated article] Risk factors for infection of tibial plateau fractures. Rev Esp Cir Ortop Traumatol (Engl Ed) 2024; 68:T44-T49. [PMID: 37995815 DOI: 10.1016/j.recot.2023.11.015] [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: 04/15/2023] [Accepted: 07/05/2023] [Indexed: 11/25/2023] Open
Abstract
INTRODUCTION Tibial plateau fractures are injuries prone to postoperative infection, with its reported incidence being higher than that of other fractures, between 5% and 12%. The primary objectives of this study were to quantify the postoperative infection rate of internal fixation of tibial plateau fractures (TPFs) and to identify the risk factors for this. MATERIAL AND METHODS Retrospective cohort study including patients who underwent TPF osteosynthesis between 2015 and 2020, in the same center. The study population was divided into two groups, according to the presence or absence of postoperative infection. Demographic variables related to the fracture, surgical parameters, as well as the need for reoperation were collected. Finally, in the case of debridement, the number of positive cultures and the pathogen responsible for the infection were collected, as well as the treatment applied. RESULTS One hundred and twenty-four patients were included, with a total of 14 infections (global infection rate of 11.3%). Risk factors for developing infection were open fractures (p=.002), Schatzker V and VI type fractures (p=.002) and the use of external fixation (p<.001). Regarding the surgical variables, only the longest ischemia time (p=.032) was identified as a risk factor. Staphylococcus aureus was the most frequently identified microorganism (43%), followed by Enterobacter cloacae (35.7%). CONCLUSION The overall infection rate after osteosynthesis of tibial plateau fractures was 11.3%. Different factors are associated with a higher risk of infection, including diabetes mellitus, open fractures, the use of external fixation, a higher grade in the Schatzker classification or a longer intraoperative ischemia time.
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Affiliation(s)
- A Coelho
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - I Parés-Alfonso
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - R Companys
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - J F Sánchez-Soler
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - R Torres-Claramunt
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, Spain; ICATME, Hospital Universitari Dexeus, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - A Alier
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - J C Monllau
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, Spain; ICATME, Hospital Universitari Dexeus, Universitat Autònoma de Barcelona, Barcelona, Spain
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Gupta S, Sadczuk D, Riddoch FI, Oliver WM, Davidson E, White TO, Keating JF, Scott CEH. Pre-existing knee osteoarthritis and severe joint depression are associated with the need for total knee arthroplasty after tibial plateau fracture in patients aged over 60 years. Bone Joint J 2024; 106-B:28-37. [PMID: 38160689 DOI: 10.1302/0301-620x.106b1.bjj-2023-0172.r2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
Aims This study aims to determine the rate of and risk factors for total knee arthroplasty (TKA) after operative management of tibial plateau fractures (TPFs) in older adults. Methods This is a retrospective cohort study of 182 displaced TPFs in 180 patients aged ≥ 60 years, over a 12-year period with a minimum follow-up of one year. The mean age was 70.7 years (SD 7.7; 60 to 89), and 139/180 patients (77.2%) were female. Radiological assessment consisted of fracture classification; pre-existing knee osteoarthritis (OA); reduction quality; loss of reduction; and post-traumatic OA. Fracture depression was measured on CT, and the volume of defect estimated as half an oblate spheroid. Operative management, complications, reoperations, and mortality were recorded. Results Nearly half of the fractures were Schatzker II AO B3.1 fractures (n = 85; 47%). Radiological knee OA was present at fracture in 59/182 TPFs (32.6%). Primary management was fixation in 174 (95.6%) and acute TKA in eight (4.4%). A total of 13 patients underwent late TKA (7.5%), most often within two years. By five years, 21/182 12% (95% confidence interval (CI) 6.0 to 16.7) had required TKA. Larger volume defects of greater depth on CT (median 15.9 mm vs 9.4 mm; p < 0.001) were significantly associated with TKA requirement. CT-measured joint depression of > 12.8 mm was associated with TKA requirement (area under the curve (AUC) 0.766; p = 0.001). Severe joint depression of > 15.5 mm (hazard ratio (HR) 6.15 (95% CI 2.60 to 14.55); p < 0.001) and pre-existing knee OA (HR 2.70 (95% CI 1.14 to 6.37); p = 0.024) were independently associated with TKA requirement. Where patients with severe joint depression of > 15.5 mm were managed with fixation, 11/25 ultimately required TKA. Conclusion Overall, 12% of patients aged ≥ 60 years underwent TKA within five years of TPF. Severe joint depression and pre-existing knee arthritis were independent risk factors for both post-traumatic OA and TKA. These features should be investigated as potential indications for acute TKA in older adults with TPFs.
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Affiliation(s)
- Shreya Gupta
- Department of Orthopaedics, The University of Edinburgh, Edinburgh, UK
| | - Dominika Sadczuk
- Department of Orthopaedics, The University of Edinburgh, Edinburgh, UK
| | - Fraser I Riddoch
- Edinburgh Orthopaedics, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - William M Oliver
- Edinburgh Orthopaedics, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Ellie Davidson
- Edinburgh Orthopaedics, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Tim O White
- Department of Orthopaedics, The University of Edinburgh, Edinburgh, UK
- Edinburgh Orthopaedics, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - John F Keating
- Department of Orthopaedics, The University of Edinburgh, Edinburgh, UK
- Edinburgh Orthopaedics, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Chloe E H Scott
- Department of Orthopaedics, The University of Edinburgh, Edinburgh, UK
- Edinburgh Orthopaedics, Royal Infirmary of Edinburgh, Edinburgh, UK
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Coelho A, Parés-Alfonso I, Companys R, Sánchez-Soler JF, Torres-Claramunt R, Alier A, Monllau JC. Risk factors for infection of tibial plateau fractures. Rev Esp Cir Ortop Traumatol (Engl Ed) 2024; 68:44-49. [PMID: 37451359 DOI: 10.1016/j.recot.2023.07.002] [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: 04/15/2023] [Revised: 06/13/2023] [Accepted: 07/05/2023] [Indexed: 07/18/2023] Open
Abstract
INTRODUCTION Tibial plateau fractures are injuries prone to postoperative infection, with its reported incidence being higher than that of other fractures, between 5% and 12%. The primary objectives of this study were to quantify the postoperative infection rate of internal fixation of tibial plateau fractures (TPF) and to identify the risk factors for this. MATERIAL AND METHODS Retrospective cohort study including patients who underwent TPF osteosynthesis between 2015 and 2020, in the same center. The study population was divided into two groups, according to the presence or absence of postoperative infection. Demographic variables related to the fracture, surgical parameters, as well as the need for reoperation were collected. Finally, in the case of debridement, the number of positive cultures and the pathogen responsible for the infection were collected, as well as the treatment applied. RESULTS One hundred and twenty-four patients were included, with a total of 14 infections (global infection rate of 11.3%). Risk factors for developing infection were open fractures (P=.002), Schatzker V and VI type fractures (P=.002) and the use of external fixation (P<.001). Regarding the surgical variables, only the longest ischemia time (P=.032) was identified as a risk factor. S. aureus was the most frequently identified microorganism (43%), followed by E. cloacae (35.7%). CONCLUSION The overall infection rate after osteosynthesis of tibial plateau fractures was 11.3%. Different factors are associated with a higher risk of infection, including diabetes mellitus, open fractures, the use of external fixation, a higher grade in the Schatzker classification or a longer intraoperative ischemia time.
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Affiliation(s)
- A Coelho
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, España.
| | - I Parés-Alfonso
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, España
| | - R Companys
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, España
| | - J F Sánchez-Soler
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, España
| | - R Torres-Claramunt
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, España; ICATME, Hospital Universitari Dexeus, Universitat Autònoma de Barcelona, Barcelona, España
| | - A Alier
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, España
| | - J C Monllau
- Servicio de Cirugía Ortopédica y Traumatología, Hospital del Mar, Universitat Autònoma de Barcelona, Barcelona, España; ICATME, Hospital Universitari Dexeus, Universitat Autònoma de Barcelona, Barcelona, España
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Kang Y, Wu Y, Ma Y, Jia X, Zhang M, Zhou M, Lin F, Rui Y. A novel primary antibiotic cement-coated locking plate as a temporary fixation for the treatment of open tibial fracture. Sci Rep 2023; 13:21890. [PMID: 38082020 PMCID: PMC10713602 DOI: 10.1038/s41598-023-49460-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 12/08/2023] [Indexed: 12/18/2023] Open
Abstract
Complex lower extremity trauma reconstruction remains a challenge. This study used an internal fixation composite structure of antibiotic cement plates as a temporary fixation to treat lower extremity Grade III open fractures; thus, reducing the treatment period and complications of external fixation. We aimed to assess the safety and efficacy of this technique in the initial surgery stage. Between January 2018 and March 2021, 20 patients with Gustilo grade IIIB/C open fractures received an antibiotic cement-coated locking plate as a temporary internal fixator during initial surgery. Thorough debridement and temporary internal fixation were performed with a 3.5-mm system antibiotic cement-coated locking plate. Ten patients required free bone fragment removal, followed by bone cement packing. The final stage involved internal fixation and wound repair with a free anterolateral thigh flap. Clinical and imaging results were retrospectively analysed. The repair time ranged 1-7 days. All flaps survived. Two patients experienced wound infection, and one developed severe bone infection 3 months after three-stage bone graft surgery. Autologous cancellous bone grafting was performed on 10 patients with bone defects 6 weeks after surgery. Bone union was universally achieved after 1 year. This method proved safe and effective, successfully repairing Grade III open fractures of the lower extremity 1-7 days post-treatment.
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Affiliation(s)
- Yongqiang Kang
- Medical College, Soochow University, Suzhou, Jiangsu, China
| | - Yongwei Wu
- Department of Traumatic Orthopedics, Wuxi Ninth People's Hospital Affiliated to Soochow University, Liangxi Road, No.999, Binhu District, Wuxi, Jiangsu, China
| | - Yunhong Ma
- Department of Traumatic Orthopedics, Wuxi Ninth People's Hospital Affiliated to Soochow University, Liangxi Road, No.999, Binhu District, Wuxi, Jiangsu, China
| | - Xueyuan Jia
- Department of Traumatic Orthopedics, Wuxi Ninth People's Hospital Affiliated to Soochow University, Liangxi Road, No.999, Binhu District, Wuxi, Jiangsu, China
| | - Mingyu Zhang
- Department of Traumatic Orthopedics, Wuxi Ninth People's Hospital Affiliated to Soochow University, Liangxi Road, No.999, Binhu District, Wuxi, Jiangsu, China
| | - Ming Zhou
- Department of Traumatic Orthopedics, Wuxi Ninth People's Hospital Affiliated to Soochow University, Liangxi Road, No.999, Binhu District, Wuxi, Jiangsu, China
| | - Fang Lin
- Department of Traumatic Orthopedics, Wuxi Ninth People's Hospital Affiliated to Soochow University, Liangxi Road, No.999, Binhu District, Wuxi, Jiangsu, China
| | - Yongjun Rui
- Department of Traumatic Orthopedics, Wuxi Ninth People's Hospital Affiliated to Soochow University, Liangxi Road, No.999, Binhu District, Wuxi, Jiangsu, China.
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Shen J, Wei Z, Wang S, Wang X, Lin W, Liu L, Wang G. Treatment of infected bone defects with the induced membrane technique. Bone Joint Res 2023; 12:546-558. [PMID: 37697974 PMCID: PMC10495849 DOI: 10.1302/2046-3758.129.bjr-2022-0439.r2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/13/2023] Open
Abstract
Aims This study aimed to evaluate the effectiveness of the induced membrane technique for treating infected bone defects, and to explore the factors that might affect patient outcomes. Methods A comprehensive search was performed in PubMed, Embase, and the Cochrane Central Register of Controlled Trials databases between 1 January 2000 and 31 October 2021. Studies with a minimum sample size of five patients with infected bone defects treated with the induced membrane technique were included. Factors associated with nonunion, infection recurrence, and additional procedures were identified using logistic regression analysis on individual patient data. Results After the screening, 44 studies were included with 1,079 patients and 1,083 segments of infected bone defects treated with the induced membrane technique. The mean defect size was 6.8 cm (0.5 to 30). After the index second stage procedure, 85% (797/942) of segments achieved union, and 92% (999/1,083) of segments achieved final healing. The multivariate analysis with data from 296 patients suggested that older age was associated with higher nonunion risk. Patients with external fixation in the second stage had a significantly higher risk of developing nonunion, increasing the need for additional procedures. The autografts harvested from the femur reamer-irrigator-aspirator increased nonunion, infection recurrence, and additional procedure rates. Conclusion The induced membrane technique is an effective technique for treating infected bone defects. Internal fixation during the second stage might effectively promote bone healing and reduce additional procedures without increasing infection recurrence. Future studies should standardize individual patient data prospectively to facilitate research on the affected patient outcomes.
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Affiliation(s)
- Jie Shen
- Trauma Medical Centre, Department of Orthopaedic Surgery, West China Hospital, Sichuan University, Chengdu, China
- Orthopaedic Research Institute, West China Hospital, Sichuan University, Chengdu, China
- National & Regional United Engineering Laboratory of Tissue Engineering, Department of Orthopaedics, Southwest Hospital, Army Medical University, Chongqing, China
| | - Zhiyuan Wei
- National & Regional United Engineering Laboratory of Tissue Engineering, Department of Orthopaedics, Southwest Hospital, Army Medical University, Chongqing, China
| | - Shulin Wang
- National & Regional United Engineering Laboratory of Tissue Engineering, Department of Orthopaedics, Southwest Hospital, Army Medical University, Chongqing, China
| | - Xiaohua Wang
- National & Regional United Engineering Laboratory of Tissue Engineering, Department of Orthopaedics, Southwest Hospital, Army Medical University, Chongqing, China
| | - Wei Lin
- Department of Gynecology, West China Women’s and Children’s Hospital, Sichuan University, Chengdu, China
| | - Lei Liu
- Department of Orthopaedics, The Eighth Affiliated Hospital of Sun Yat-sen University, Shenzhen, China
| | - Guanglin Wang
- Trauma Medical Centre, Department of Orthopaedic Surgery, West China Hospital, Sichuan University, Chengdu, China
- Orthopaedic Research Institute, West China Hospital, Sichuan University, Chengdu, China
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Wu H, Sun D, Wang S, Jia C, Shen J, Wang X, Hou C, Xie Z, Luo F. Incidence and risk factors of recurrence in limb osteomyelitis patients after antibiotic-loaded cement spacer for definitive bone defect treatment. Bone Joint Res 2023; 12:467-475. [PMID: 37527825 PMCID: PMC10393517 DOI: 10.1302/2046-3758.128.bjr-2022-0413.r2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/03/2023] Open
Abstract
Aims This study was designed to characterize the recurrence incidence and risk factors of antibiotic-loaded cement spacer (ALCS) for definitive bone defect treatment in limb osteomyelitis. Methods We included adult patients with limb osteomyelitis who received debridement and ALCS insertion into the bone defect as definitive management between 2013 and 2020 in our clinical centre. The follow-up time was at least two years. Data on patients' demographics, clinical characteristics, and infection recurrence were retrospectively collected and analyzed. Results In total, 314 patients with a mean age of 52.1 years (SD 12.1) were enrolled. After a mean of 50 months' (24 to 96) follow-up, 53 (16.9%) patients had infection recurrence including 32 tibiae, ten femora, ten calcanea, and one humerus. Of all patients with recurrence, 30 (9.6%) occurred within one year and 39 (12.4%) within two years. Among them, 41 patients needed reoperation, five received antibiotics treatment only, and seven ultimately required amputations. Following multivariable analysis, we found that patients infected with Gram-negative bacilli were more likely to have a recurrence (odds ratio (OR) 2.38, 95% confidence interval (CI) 1.20 to 6.94; p = 0.046) compared to Staphylococcus aureus; segmental bone defects (OR 5.25, 95% CI 1.80 to 15.26; p = 0.002) and smoking (OR 3.00, 95% CI 1.39 to 6.50; p = 0.005) were also independent risk factors for recurrence after treatment. Conclusion Permanent ALCS might be an alternative strategy for definitive bone defect management in selected osteomyelitis cases. However, the overall high recurrence found suggests that it should be cautiously treated. Additionally, segmental defects, Gram-negative infections, and smoking were associated with an increased risk of infection recurrence.
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Affiliation(s)
- Hongri Wu
- Department of Orthopaedics, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
- Department of Orthopedics, Navy 905th Hospital, Naval Medical University, Shanghai, China
| | - Dong Sun
- Department of Orthopaedics, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Shulin Wang
- Department of Orthopaedics, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Chao Jia
- Department of Orthopaedics, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Jie Shen
- Department of Orthopaedics, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Xiaohua Wang
- Department of Orthopaedics, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Chunli Hou
- Department of Anatomy, Key Laboratory for Biomechanics and Tissue Engineering of Chongqing, Army Medical University (Third Military Medical University), Chongqing, China
| | - Zhao Xie
- Department of Orthopaedics, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Fei Luo
- Department of Orthopaedics, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
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Ying H, Guo BW, Wu HJ, Zhu RP, Liu WC, Zhong HF. Using multiple indicators to predict the risk of surgical site infection after ORIF of tibia fractures: a machine learning based study. Front Cell Infect Microbiol 2023; 13:1206393. [PMID: 37448774 PMCID: PMC10338008 DOI: 10.3389/fcimb.2023.1206393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Accepted: 06/13/2023] [Indexed: 07/15/2023] Open
Abstract
Objective Surgical site infection (SSI) are a serious complication that can occur after open reduction and internal fixation (ORIF) of tibial fractures, leading to severe consequences. This study aimed to develop a machine learning (ML)-based predictive model to screen high-risk patients of SSI following ORIF of tibial fractures, thereby aiding in personalized prevention and treatment. Methods Patients who underwent ORIF of tibial fractures between January 2018 and October 2022 at the Department of Emergency Trauma Surgery at Ganzhou People's Hospital were retrospectively included. The demographic characteristics, surgery-related variables and laboratory indicators of patients were collected in the inpatient electronic medical records. Ten different machine learning algorithms were employed to develop the prediction model, and the performance of the models was evaluated to select the best predictive model. Ten-fold cross validation for the training set and ROC curves for the test set were used to evaluate model performance. The decision curve and calibration curve analysis were used to verify the clinical value of the model, and the relative importance of features in the model was analyzed. Results A total of 351 patients who underwent ORIF of tibia fractures were included in this study, among whom 51 (14.53%) had SSI and 300 (85.47%) did not. Of the patients with SSI, 15 cases were of deep infection, and 36 cases were of superficial infection. Given the initial parameters, the ET, LR and RF are the top three algorithms with excellent performance. Ten-fold cross-validation on the training set and ROC curves on the test set revealed that the ET model had the best performance, with AUC values of 0.853 and 0.866, respectively. The decision curve analysis and calibration curves also showed that the ET model had the best clinical utility. Finally, the performance of the ET model was further tested, and the relative importance of features in the model was analyzed. Conclusion In this study, we constructed a multivariate prediction model for SSI after ORIF of tibial fracture through ML, and the strength of this study was the use of multiple indicators to establish an infection prediction model, which can better reflect the real situation of patients, and the model show great clinical prediction performance.
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Affiliation(s)
- Hui Ying
- Department of Emergency Trauma Surgery, Ganzhou People’s Hospital, Ganzhou, China
| | - Bo-Wen Guo
- Department of Emergency Trauma Surgery, Ganzhou People’s Hospital, Ganzhou, China
| | - Hai-Jian Wu
- Department of Emergency Trauma Surgery, Ganzhou People’s Hospital, Ganzhou, China
| | - Rong-Ping Zhu
- Department of Emergency Trauma Surgery, Ganzhou People’s Hospital, Ganzhou, China
| | - Wen-Cai Liu
- Department of Orthopaedics, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
| | - Hong-Fa Zhong
- Department of Emergency Trauma Surgery, Ganzhou People’s Hospital, Ganzhou, China
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Wang Z, Mao H, Xu G. Fibrinogen, albumin-to-globulin ratio, and fibrinogen to albumin-to-globulin ratio may be potential diagnostic biomarkers for infected tibial nonunion. Int Immunopharmacol 2023; 121:110542. [PMID: 37356122 DOI: 10.1016/j.intimp.2023.110542] [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: 04/05/2023] [Revised: 06/02/2023] [Accepted: 06/17/2023] [Indexed: 06/27/2023]
Abstract
AIM The accurate preoperative diagnosis of infected tibial nonunion remains challenging. Hence, we evaluated the diagnostic potential of novel biomarkers for infected tibial nonunion. METHODS This single-center retrospective study was conducted in 252 patients divided into two groups: infected tibial nonunion (67 patients) and aseptic tibial nonunion (185 patients). The preoperative clinical biomarkers included D-dimer, fibrinogen, albumin, globulin, total protein, and C-reactive protein (CRP) levels; albumin-to-globulin ratio (AGR); erythrocyte sedimentation rate (ESR); and white blood cell (WBC) count. Receiver operating characteristic (ROC) curves, sensitivity, and specificity were utilized to compare the biomarkers' diagnostic potential. RESULTS The area under the curve (AUC) values for fibrinogen and AGR were 0.829 and 0.821, respectively, suggesting similarly good diagnostic potentials for infected tibial nonunion. Fibrinogen and AGR were better diagnostic biomarkers for infected tibial nonunion than the WBC count; ESR; D-dimer, albumin, globulin, CRP, and total protein levels, whose AUC values were 0.623, 0.684, 0.741, 0.797, 0.765, 0.715, and 0.554, respectively. The sensitivity and specificity of fibrinogen with a cut-off value of 3.35 g/L were 71.64% and 84.86%, respectively. The corresponding values for AGR with a cut-off value of 1.33 were 73.13% and 86.49%. Moreover, the fibrinogen-AGR (FAGR), i.e., the combination of fibrinogen and AGR, had the highest diagnostic accuracy for infected tibial nonunion (AUC = 0.906). The optimal FAGR cut-off was 2.69, with fair sensitivity (74.63%) but the highest specificity (94.59%). CONCLUSION Fibrinogen, AGR, and FAGR are promising biomarkers for the diagnosis of infected tibial nonunion.
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Affiliation(s)
- Zhen Wang
- Department of Orthopedic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Haijun Mao
- Department of Orthopedic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Guangyue Xu
- Department of Orthopedic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China.
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曾 秀, 黄 继, 厉 孟, 杨 其, 王 克, 高 振, 汪 其, 罗 想. [Limited internal fixation combined with a hinged external fixator in treatment of peri-elbow bone infection]. ZHONGGUO XIU FU CHONG JIAN WAI KE ZA ZHI = ZHONGGUO XIUFU CHONGJIAN WAIKE ZAZHI = CHINESE JOURNAL OF REPARATIVE AND RECONSTRUCTIVE SURGERY 2023; 37:694-699. [PMID: 37331945 PMCID: PMC10277240 DOI: 10.7507/1002-1892.202212060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 05/08/2023] [Indexed: 06/20/2023]
Abstract
Objective To evaluate the effectiveness of limited internal fixation combined with a hinged external fixator in the treatment of peri-elbow bone infection. Methods The clinical data of 19 patients with peri-elbow bone infection treated with limited internal fixation combined with a hinged external fixator between May 2018 and May 2021 were retrospectively analyzed. There were 15 males and 4 females with an average age of 44.6 years (range, 28-61 years). There were 13 cases of distal humerus fractures and 6 cases of proximal ulna fractures. All the 19 cases were infected after internal fixation of fracture, and 2 cases were complicated with radial nerve injury. According to Cierny-Mader anatomical classification, 11 cases were type Ⅱ, 6 cases were type Ⅲ, and 2 cases were type Ⅳ. The duration of bone infection was 1-3 years. After primary debridement, the bone defect was (3.04±0.28) cm, and the antibiotic bone cement was implanted into the defect area, and the external fixator was installed; 3 cases were repaired with latissimus dorsi myocutaneous flap, and 2 cases were repaired with lateral brachial fascial flap. Bone defects repair and reconstruction were performed after 6-8 weeks of infection control. The wound healing was observed, and white blood cell (WBC), erythrocyte sedimentation rate (ESR), and C-reaction protein (CRP) were reexamined regularly after operation to evaluate the infection control. X-ray films of the affected limb were taken regularly after operation to observe the bone healing in the defect area. At last follow-up, the flexion and extension range of motion and the total range of motion of the elbow joint were observed and recorded, and compared with those before operation, and the function of the elbow joint was evaluated by Mayo score. Results All patients were followed up 12-34 months (mean, 26.2 months). The wounds healed in 5 cases after skin flap repair. Two cases of recurrent infection were effectively controlled by debridement again and replacement of antibiotic bone cement. The infection control rate was 89.47% (17/19) in the first stage. Two patients with radial nerve injury had poor muscle strength of the affected limb, and the muscle strength of the affected limb recovered from grade Ⅲ to about grade Ⅳ after rehabilitation exercise. During the follow-up period, there was no complication such as incision ulceration, exudation, bone nonunion, infection recurrence, or infection in the bone harvesting area. Bone healing time ranged from 16 to 37 weeks, with an average of 24.2 weeks. WBC, ESR, CRP, PCT, and elbow flexion, extension, and total range of motions significantly improved at last follow-up ( P<0.05). According to Mayo elbow scoring system, the results were excellent in 14 cases, good in 3 cases, and fair in 2 cases, and the excellent and good rate was 89.47%. Conclusion Limited internal fixation combined with a hinged external fixator in the treatment of the peri-elbow bone infection can effectively control infection and restore the function of the elbow joint.
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Affiliation(s)
- 秀安 曾
- 甘肃中医药大学第一临床医学院(兰州 730099)The First Clinical Medical College of Gansu University of Traditional Chinese Medicine, Lanzhou Gansu, 730099, P. R. China
- 甘肃省人民医院骨三科(兰州 730099)The Third Department of Orthopedics, Gansu Provincial Hospital, Lanzhou Gansu, 730099, P. R. China
| | - 继成 黄
- 甘肃中医药大学第一临床医学院(兰州 730099)The First Clinical Medical College of Gansu University of Traditional Chinese Medicine, Lanzhou Gansu, 730099, P. R. China
| | - 孟 厉
- 甘肃中医药大学第一临床医学院(兰州 730099)The First Clinical Medical College of Gansu University of Traditional Chinese Medicine, Lanzhou Gansu, 730099, P. R. China
| | - 其兵 杨
- 甘肃中医药大学第一临床医学院(兰州 730099)The First Clinical Medical College of Gansu University of Traditional Chinese Medicine, Lanzhou Gansu, 730099, P. R. China
- 甘肃省人民医院骨三科(兰州 730099)The Third Department of Orthopedics, Gansu Provincial Hospital, Lanzhou Gansu, 730099, P. R. China
| | - 克竞 王
- 甘肃中医药大学第一临床医学院(兰州 730099)The First Clinical Medical College of Gansu University of Traditional Chinese Medicine, Lanzhou Gansu, 730099, P. R. China
- 甘肃省人民医院骨三科(兰州 730099)The Third Department of Orthopedics, Gansu Provincial Hospital, Lanzhou Gansu, 730099, P. R. China
| | - 振阳 高
- 甘肃中医药大学第一临床医学院(兰州 730099)The First Clinical Medical College of Gansu University of Traditional Chinese Medicine, Lanzhou Gansu, 730099, P. R. China
- 甘肃省人民医院骨三科(兰州 730099)The Third Department of Orthopedics, Gansu Provincial Hospital, Lanzhou Gansu, 730099, P. R. China
| | - 其苑 汪
- 甘肃中医药大学第一临床医学院(兰州 730099)The First Clinical Medical College of Gansu University of Traditional Chinese Medicine, Lanzhou Gansu, 730099, P. R. China
| | - 想利 罗
- 甘肃中医药大学第一临床医学院(兰州 730099)The First Clinical Medical College of Gansu University of Traditional Chinese Medicine, Lanzhou Gansu, 730099, P. R. China
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Gao W, Zhao K, Guo Y, Xie M, Feng X, Liu P, Xie X, Fu D. Biomechanical comparison of intramedullary nail and plate osteosynthesis for extra-articular proximal tibial fractures with segmental bone defect. Front Bioeng Biotechnol 2023; 11:1099241. [PMID: 36937755 PMCID: PMC10020223 DOI: 10.3389/fbioe.2023.1099241] [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: 11/15/2022] [Accepted: 02/23/2023] [Indexed: 03/06/2023] Open
Abstract
Purpose: Proximal tibial fractures are common, but the current available internal fixation strategies remain debatable, especially for comminuted fractures. This study aimed to compare the biomechanical stability of three internal fixation strategies for extra-articular comminuted proximal tibial fractures. Methods: A total of 90 synthetic tibiae models of simulated proximal tibial fractures with segmental bone defects were randomly divided into three groups: Single lateral plating (LP), double plating (DP) and intramedullary nailing (IN). Based on the different number of fixed screws, the above three groups were further divided into nine subgroups and subjected to axial compression, cyclic loading and static torsional testing. Results: The subgroup of intramedullary nailing with five proximal interlocking screws showed the highest axial stiffness of 384.36 ± 35.00 N/mm. The LP group obtained the lowest axial stiffness performance with a value of 96.59 ± 16.14 N/mm. As expected, the DP group offered significantly greater biomechanical stability than the LP group, with mean static axial stiffness and mean torque increasing by approximately 200% and 50%, respectively. According to static torsional experiments, the maximum torque of the DP subgroup was 3,308.32 ± 286.21 N mm, which outperformed all other groups in terms of torsional characteristics. Conclusion: Utilizing more than four distal screws did not provide improved biomechanical stability in the LP or DP groups, while a substantial increase in the biomechanical stability of DP was obtained when an additional medial plate was used. For the intramedullary nailing group, increasing the number of proximal interlocking screws could significantly improve biomechanical stability, and the intramedullary nailing with three proximal interlocking screws had similar static and cyclic stiffness as the DP group. The intramedullary nailing with five proximal screws had better axial stability, whereas DP had better torsional stability.
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Affiliation(s)
- Weihang Gao
- Department of Orthopaedics, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Orthopaedics, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ke Zhao
- Department of Orthopaedics, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yuanyuan Guo
- Department of Pharmacy, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Mao Xie
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaobo Feng
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ping Liu
- Department of Orthopaedics, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xin Xie
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Xin Xie, ; Dehao Fu,
| | - Dehao Fu
- Department of Orthopaedics, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Xin Xie, ; Dehao Fu,
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Antibiotic artificial bone implantation for the treatment of infection after internal fixation of tibial plateau fractures. BMC Musculoskelet Disord 2022; 23:1142. [PMID: 36585659 PMCID: PMC9804943 DOI: 10.1186/s12891-022-06112-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Accepted: 12/22/2022] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVE To explore the clinical effect of antibiotic artificial bone (Calcium phosphate) in the treatment of infection after internal fixation of tibial plateau fractures. METHODS We retrospectively reviewed the clinical data of 32 patients with infection after internal fixation of tibial plateau fractures treating from March 2010 to October 2021. There were 18 males and 14 females, aged from 23 to 70 (average 49.66 ± 10.49), 19 cases of the left side and 13 cases of the right side. Among them, 7 cases were open fractures with initial injury and 25 cases were closed fractures. On the basis of thorough debridement and implanting antibiotic artificial bone, the internal fixation of 18 patients were tried to be preserved and the internal fixation of 14 patients were removed completely. In order to provide effective fixation, 14 patients also received external fixation. Postoperative wound healing, infection control, Hospital for Special Surgery knee scores (HSS), related inflammatory indicators and bone healing time were recorded and followed up. RESULTS Thirty-two patients were followed up for 12 ~ 82 months (average 36.09 ± 19.47 months). The redness, swelling and pain of pin site occurred in 2 patients, which returned to normal after applying antibiotics and continuous dressing change. One patient retained the internal fixation during the first-stage operation. Redness and swelling of incision, subcutaneous undulation occurred after two months. In order to avoid the recurrence of infection, the internal fixation was removed completely and antibiotic artificial bone was filled again. The infection was controlled and fracture healed. Four patients' wounds could not be closed directly due to soft tissue defect and was covered with skin flap. After the first-stage operation, 12 patients received second-stage autologous iliac bone grafting due to residual bone defects and poor healing of the fracture end. The bone healing time was 4 ~ 16 months (average 7.31 ± 2.79 months). Inflammatory indicators including CRP, ESR, and WBC returned to normal levels within 2 ~ 10 weeks (average 4.97 ± 2.58 weeks). The HSS of all patients were 54 ~ 86 points (average 73.06 ± 8.44 points) at the last follow-up. CONCLUSION Implantation of antibiotic artificial bone, retention or removal of internal fixation according to infection and fracture healing, application of external fixation timely is an effective method to treat infection after internal fixation of tibial plateau fractures, which can control infection effectively and promote functional recovery.
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