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Polmear M, Vasilopoulos T, O'Hara N, Krupko T. Death of the P Value? Bayesian Statistics for Orthopaedic Surgeons. J Am Acad Orthop Surg 2024:00124635-990000000-01184. [PMID: 39661776 DOI: 10.5435/jaaos-d-24-00813] [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] [Received: 07/19/2024] [Accepted: 10/31/2024] [Indexed: 12/13/2024] Open
Abstract
Statistical interpretation is foundational to evidence-based medicine. Frequentist (P value testing) and Bayesian statistics are two major approaches for hypothesis testing. Studies analyzed with Bayesian methods are increasingly common with a 4-fold increase in the past 10 years. The Bayesian approach can align with clinical decision making by interpreting smaller differences that are not limited by P values and misleading claims of "trends toward significance." Both methods follow a workflow that includes sampling, hypothesis testing, interpretation, and iteration. Frequentist methodology is familiar and common. However, the limitations are the misunderstanding, misuse, and deceptively simple utility of interpreting dichotomous P values. Bayesian approaches are relatively less common and provide an alternative approach to trial design and data interpretation. Marginal differences elucidated by Bayesian methods may be perceived as less decisive than a P value that may reject a null hypothesis. The purposes of this review are to introduce Bayesian principles and Bayes theorem, define how pretest probability and known information may inform diagnostic testing using an example from prosthetic joint infection, contrast Bayesian and frequentist approaches using an example from the VANCO orthopaedic prospective trial, and describe the criteria for critically reviewing Bayesian studies.
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Affiliation(s)
- Michael Polmear
- From the Department of Surgery, Uniformed Services University, Bethesda, MD (Polmear), the Department of Orthopaedic Surgery (Polmear), the Department of Anesthesiology and Orthopaedic Surgery, University of Florida, Gainesville, FL (Vasilopoulos), the Department of Orthopaedic Surgery, University of Maryland, College Park, MD (O'Hara), and the Department of Orthopaedic Surgery, University of Florida, Gainesville, FL (Krupko)
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Pinchuk A, Luchtmann M, Neyazi B, Dumitru CA, Stein KP, Sandalcioglu IE, Rashidi A. Is an Elevated Preoperative CRP Level a Predictive Factor for Wound Healing Disorders following Lumbar Spine Surgery? J Pers Med 2024; 14:667. [PMID: 39063921 PMCID: PMC11278350 DOI: 10.3390/jpm14070667] [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: 05/03/2024] [Revised: 06/10/2024] [Accepted: 06/18/2024] [Indexed: 07/28/2024] Open
Abstract
Postoperative wound infections are a prevalent concern among the hospital-associated infections in Europe, leading to prolonged hospital stays, increased morbidity and mortality, and substantial patient burdens. Addressing the root causes of this complication is crucial, especially given the rising number of spine surgeries due to aging populations. METHODS A retrospective analysis was conducted on a cohort of 3019 patients who underwent lumbar spine surgery over a decade in our department. The study aimed to assess the predictors of wound healing disorders, focusing on laboratory values, particularly inflammatory parameters. RESULTS Of the 3019 patients, 2.5% (N = 74) experienced deep or superficial wound healing disorders, showing the significant correlation between C-reactive protein (CRP) levels and these disorders (p = 0.004). A multivariate analysis identified several factors, including age, sex, hypertension, diabetes, cardiac comorbidity, surgical duration, dural injury, and blood loss, as being correlated with wound healing disorders. CONCLUSION Demographic factors, pre-existing conditions, and perioperative variables play a role in the occurrence of adverse effects related to wound healing disorders. Elevated CRP levels serve as an indicator of increased infection risk, though they are not a definitive diagnostic tool for wound healing disorders.
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Affiliation(s)
- Anatoli Pinchuk
- Department of Neurosurgery, Otto-von-Guericke-University Magdeburg, 39120 Magdeburg, Germany; (B.N.); (C.A.D.); (K.P.S.); (I.E.S.); (A.R.)
| | - Michael Luchtmann
- Department of Neurosurgery, Heinrich-Braun-Klinikum, 08060 Zwickau, Germany;
| | - Belal Neyazi
- Department of Neurosurgery, Otto-von-Guericke-University Magdeburg, 39120 Magdeburg, Germany; (B.N.); (C.A.D.); (K.P.S.); (I.E.S.); (A.R.)
| | - Claudia A. Dumitru
- Department of Neurosurgery, Otto-von-Guericke-University Magdeburg, 39120 Magdeburg, Germany; (B.N.); (C.A.D.); (K.P.S.); (I.E.S.); (A.R.)
| | - Klaus Peter Stein
- Department of Neurosurgery, Otto-von-Guericke-University Magdeburg, 39120 Magdeburg, Germany; (B.N.); (C.A.D.); (K.P.S.); (I.E.S.); (A.R.)
| | - Ibrahim Erol Sandalcioglu
- Department of Neurosurgery, Otto-von-Guericke-University Magdeburg, 39120 Magdeburg, Germany; (B.N.); (C.A.D.); (K.P.S.); (I.E.S.); (A.R.)
| | - Ali Rashidi
- Department of Neurosurgery, Otto-von-Guericke-University Magdeburg, 39120 Magdeburg, Germany; (B.N.); (C.A.D.); (K.P.S.); (I.E.S.); (A.R.)
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Chen Y, Pu S, Chen Z, Xie C, Feng G, Cui Y, Xu Y. Efficacy of Antibiotic Bone Cement in the Treatment of Burkholderia cepacia Infection After Spinal Internal Fixation Surgery: Case Report and Literature Review. World Neurosurg 2024; 182:e155-e162. [PMID: 37995991 DOI: 10.1016/j.wneu.2023.11.063] [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: 11/02/2023] [Revised: 11/14/2023] [Accepted: 11/15/2023] [Indexed: 11/25/2023]
Abstract
BACKGROUND In recent years, the number of spinal internal fixation operations has increased significantly, correlating with an elevated risk of postoperative surgical site infection and a rising incidence rate. While the conventional treatment approach involves surgical debridement combined with antibiotic administration, there is a notable gap in reported strategies for Burkholderia cepacia infection and patients exhibiting multidrug resistance. METHODS Surgical site infection occurred in a patient following internal fixation surgery for thoracic vertebral fractures. Despite the application of systemic antibiotics and regular dressing changes, no improvement was observed. Bacterial culture and drug sensitivity experiments revealed a multidrug-resistant Burkholderia cepacia infection. Two comprehensive debridement procedures were performed along with continuous post-operative irrigation combined with antibiotic administration; however, no significant improvement was observed. The patient's infection was significantly controlled following treatment with vancomycin loaded bone cement. RESULTS Following spinal internal fixation surgery, the management of a B. cepacian infection with multidrug resistance presented a significant challenge, despite the application of debridement procedures and systemic antibiotics. In this case, after 20 days of treatment with vancomycin-loaded bone cement, the patient's C-reactive protein level decreased to 54 mg/L, was normalized by February, and normal levels were maintained in the surgical area 1 month and 6 months after bone cement removal. CONCLUSIONS The use of vancomycin-loaded bone cement proves effective in treating postoperative B. cepacian infection in a multidrug-resistant case following spinal internal fixation surgery.
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Affiliation(s)
- Yanling Chen
- Department of Orthopaedics, People's Liberation Army Joint Logistic Support Force 920th Hospital, Kunming, Yunnan, China
| | - Shaoquan Pu
- Department of Orthopaedics, People's Liberation Army Joint Logistic Support Force 920th Hospital, Kunming, Yunnan, China
| | - Zhian Chen
- Department of Orthopaedics, People's Liberation Army Joint Logistic Support Force 920th Hospital, Kunming, Yunnan, China
| | - Chuanbiao Xie
- Department of Orthopaedics, People's Liberation Army Joint Logistic Support Force 920th Hospital, Kunming, Yunnan, China
| | - Guocheng Feng
- Department of Orthopaedics, People's Liberation Army Joint Logistic Support Force 920th Hospital, Kunming, Yunnan, China
| | - Yi Cui
- Department of Orthopaedics, People's Liberation Army Joint Logistic Support Force 920th Hospital, Kunming, Yunnan, China
| | - Yongqing Xu
- Department of Orthopaedics, People's Liberation Army Joint Logistic Support Force 920th Hospital, Kunming, Yunnan, China.
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Imabayashi H, Miyake A, Chiba K. Establishment of a suitable combination of serological markers to diagnose surgical site infection following spine surgery: A novel surgical site infection scoring system. J Orthop Sci 2022; 27:569-573. [PMID: 33947607 DOI: 10.1016/j.jos.2021.02.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 02/25/2021] [Accepted: 02/28/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND The accuracy rates of several effective serological markers of surgical site infection following spine surgery are unclear. We aimed to verify the accuracy of each significant marker and identify the most suitable and effective combination of these markers for the diagnosis of surgical site infection following spine surgery. METHODS This retrospective study enrolled 329 patients who underwent spine surgery for causes other than infectious spondylitis, including 9 patients with surgical site infection. Complete blood cell count, differential counts, and C-reactive protein levels were measured preoperatively and postoperatively (days 2 and 7). Serological data were compared among non-surgical site infection and surgical site infection cases. Cutoff values for items presenting significant differences were determined using receiver operating characteristic curves. Ratios in each serological factor at each time-point were compared. Combinations of these factors on postoperative day 7 and ratio items were investigated to determine the most suitable combination comprising the least number of items. RESULTS Significant differences were noted among four factors on postoperative day 7, except for the lymphocyte count. For the ratio items, significant differences were observed among 6 items. The combination of these ten markers was examined; each factor was assigned 1 point. The most suitable combination comprising 4 items, including neutrophil count, neutrophil-to-lymphocyte ratio, lymphocyte count ratio, and C-reactive protein ratio, presented an AUC of 0.95, with a cutoff value, sensitivity, and specificity of 3 points, 0.89, and 0.92, respectively. CONCLUSION The combination of four markers is the most suitable criterion for the surgical site infection scoring system following spine surgery, where scores of ≥3 points strongly indicate surgical site infection. This criterion may be a strong tool for detecting surgical site infection.
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Affiliation(s)
- Hideaki Imabayashi
- Department of Orthopedic Surgery, Saiseikai Central Hospital, Mita 1-4-17, Minato-ku, Tokyo, 108-0073, Japan.
| | - Atsushi Miyake
- Orthopedic Department, National Defense College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Kazuhiro Chiba
- Orthopedic Department, National Defense College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan
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Shi H, Zhu L, Chen L, Jiang ZL, Xu ZY, Wu XT. A Novel Technique for Treating Early Deep Surgical Site Infection After Posterior Lumbar Fusion with Instrumentation. World Neurosurg 2021; 156:e167-e174. [PMID: 34509677 DOI: 10.1016/j.wneu.2021.09.016] [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] [Received: 08/16/2021] [Revised: 09/03/2021] [Accepted: 09/04/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To introduce a novel technique of using incisional vacuum-assisted closure (VAC) after 1-stage incision suture combined with closed suction irrigation system (CSIS) for treating early deep surgical site infection (SSI) after posterior lumbar fusion with instrumentation and to compare it with traditional CSIS. METHODS This was a retrospective study. Patients with early deep SSI after posterior lumbar fusion with instrumentation from January 2013 to May 2020 who were treated by meticulous debridement followed by either CSIS or incisional VAC after 1-stage incision suture combined with CSIS were identified. The demographic characteristics, treatment features, and outcomes were analyzed and compared between the 2 treatment methods. RESULTS A total of 48 patients (48/5016, 0.96%) developed early deep SSI, 46 of whom were enrolled in this study. This included 24 patients in the CSIS group (group 1) and 22 patients in the incisional VAC after 1-stage incision suture combined with CSIS group (group 2). All patients received follow-up, with an average of 19.7 months (range, 13-30 months). There were no significant differences in demographic characteristics in both groups (P > 0.05). The number of VAC foam dressing or ordinary dressing changes (P < 0.001), number of debridements (P = 0.028), intravenous antibiotic duration (P = 0.042), oral antibiotic duration (P = 0.019), and hospital stay (P = 0.029) in group 1 were significantly higher than those in group 2. The irrigation duration in group 1 was significantly shorter than that in group 2 (P = 0.007). All patients were eventually cured with satisfactory outcomes. CONCLUSIONS Compared with CSIS, incisional VAC after 1-stage incision suture combined with CSIS may be recommended considering that it has fewer dressing changes, fewer debridements, longer irrigation duration, shorter duration of antibiotic use, shorter hospital stay, and more convenient nursing care.
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Affiliation(s)
- Hang Shi
- Department of Spine Surgery, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Lei Zhu
- Department of Spine Surgery, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Lu Chen
- Department of Spine Surgery, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Zan-Li Jiang
- Department of Spine Surgery, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Zheng-Yuan Xu
- Department of Spine Surgery, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Xiao-Tao Wu
- Department of Spine Surgery, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China.
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Kowalski TJ, Sabin AP. Implant‐Associated Vertebral Osteomyelitis. BONE AND JOINT INFECTIONS 2021:387-408. [DOI: 10.1002/9781119720676.ch24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
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The effect of preprocedural serum albumin to fibrinogen ratio on arteriovenous fistula maturation. JOURNAL OF SURGERY AND MEDICINE 2021. [DOI: 10.28982/josam.892997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Zippelius T, Bürger J, Schömig F, Putzier M, Matziolis G, Strube P. Clinical presentation and diagnosis of acute postoperative spinal implant infection (PSII). JOURNAL OF SPINE SURGERY 2020; 6:765-771. [PMID: 33447681 DOI: 10.21037/jss-20-587] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Acute postoperative infections after surgical interventions on the spinal column are associated with prolonged treatment duration, poor patient outcomes, and a high socioeconomic burden. In the field of joint replacement, guidelines have been established with recommendations for the diagnosis and treatment of such complications, but in spinal surgery there are no definitions permitting distinction between early and late infections and no specific instructions for their management. Various factors increase the risk of acute postoperative infection, including blood transfusions, leakage of cerebrospinal fluid, urinary tract infection, injury of the dura mater, an American Society of Anesthesiologists (ASA) score >2, obesity, diabetes mellitus, and surgical revision. We suggest defining all infections occurring within the first 4 weeks after spinal surgery as early infections. The symptoms are pain at rest, on motion, and/or pressure pain, abnormal warmth, local erythema, circumscribed swelling of the wound, and newly occurring secretion. Together with laboratory parameters such as C-reactive protein (CRP) and leukocytes, a central role is played by imaging in the form of magnetic resonance imaging (MRI), although diagnosis can be hampered by the presence of postoperative fluid collections such as edema or hematoma or by artifacts from an implant. Once an infection has been confirmed, immediate wound revision with debridement and rinsing (sodium hypochlorite) is essential. Intraoperatively it may prove advantageous to use jet lavage and administer vancomycin. We recommend leaving the implant in place in cases of acute postoperative infection. Patients who are not conditional for surgery can first receive antibiotic suppression treatment before surgery at a later date. In such cases initial computed tomography (CT)-guided aspiration or drain insertion can take place.
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Affiliation(s)
- Timo Zippelius
- Orthopaedic Professorship of the University Hospital Jena, Orthopaedic Department of the Waldkliniken Eisenberg, Eisenberg, Germany
| | - Justus Bürger
- Center for Musculoskeletal Surgery, Charité University Medicine Berlin, Berlin, Germany
| | - Friederike Schömig
- Center for Musculoskeletal Surgery, Charité University Medicine Berlin, Berlin, Germany
| | - Michael Putzier
- Center for Musculoskeletal Surgery, Charité University Medicine Berlin, Berlin, Germany
| | - Georg Matziolis
- Orthopaedic Professorship of the University Hospital Jena, Orthopaedic Department of the Waldkliniken Eisenberg, Eisenberg, Germany
| | - Patrick Strube
- Orthopaedic Professorship of the University Hospital Jena, Orthopaedic Department of the Waldkliniken Eisenberg, Eisenberg, Germany
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