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Adapa AR, Linzey JR, Moriguchi F, Daou BJ, Khalsa SSS, Ponnaluri-Wears S, Thompson BG, Park P, Pandey AS. Risk factors and morbidity associated with surgical site infection subtypes following adult neurosurgical procedures. Br J Neurosurg 2024; 38:503-509. [PMID: 33779461 DOI: 10.1080/02688697.2021.1905773] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 03/16/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Studies on surgical site infection (SSI) in adult neurosurgery have presented all subtypes of SSIs as the general 'SSI'. Given that SSIs constitute a broad range of infections, we hypothesized that clinical outcomes and management vary based on SSI subtype. METHODS A retrospective analysis of all neurosurgical SSI from 2012-2019 was conducted at a tertiary care institution. SSI subtypes were categorized as deep and superficial incisional SSI, brain, dural or spinal abscesses, meningitis or ventriculitis, and osteomyelitis. RESULTS 9620 craniotomy, shunt, and fusion procedures were studied. 147 procedures (1.5%) resulted in postoperative SSI. 87 (59.2%) of these were associated with craniotomy, 36 (24.5%) with spinal fusion, and 24 (16.3%) with ventricular shunting. Compared with superficial incisional primary SSI, rates of reoperation to treat SSI were highest for deep incisional primary SSI (91.2% vs 38.9% for superficial, p < 0.001) and second-highest for intracranial SSI (90.9% vs 38.9%, p = 0.0001). Postoperative meningitis was associated with the highest mortality rate (14.9%). Compared with superficial incisional SSI, the rate of readmission for intracranial SSI was highest (57.6% vs 16.7%, p = 0.022). CONCLUSION Deep incisional and organ space SSI demonstrate a greater association with morbidity relative to superficial incisional SSI. Future studies should assess subtypes of SSI given these differences.
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Affiliation(s)
- Arjun R Adapa
- Medical School, University of Michigan, Ann Arbor, MI, USA
- Department of Neurosurgery, Michigan Medicine, Ann Arbor, MI, USA
| | - Joseph R Linzey
- Department of Neurosurgery, Michigan Medicine, Ann Arbor, MI, USA
| | | | - Badih J Daou
- Department of Neurosurgery, Michigan Medicine, Ann Arbor, MI, USA
| | | | | | | | - Paul Park
- Department of Neurosurgery, Michigan Medicine, Ann Arbor, MI, USA
- Department of Orthopedic Surgery, Michigan Medicine, Ann Arbor, MI, USA
| | - Aditya S Pandey
- Department of Neurosurgery, Michigan Medicine, Ann Arbor, MI, USA
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Kato H, Hamada Y, Takano S, Ikeda S, Seto Y, Matsushita K, Yamada K, Uchiyama K. A systematic review and meta-analysis of antibiotic-loaded bone cement for prevention of deep surgical site infections following primary total joint replacement. J Infect Chemother 2024:S1341-321X(24)00078-3. [PMID: 38479573 DOI: 10.1016/j.jiac.2024.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 01/22/2024] [Accepted: 03/02/2024] [Indexed: 03/18/2024]
Abstract
BACKGROUND The use of antibiotic-loaded bone cement (ALBC) as a mean for preventing deep surgical site infections (SSI) after total joint replacement is controversial. Therefore, we have conducted a meta-analysis to evaluate the prophylactic effect of ALBC for SSI prevention in patients undergoing arthroplasty. This study was conducted to revise treatment guidelines for MRSA infections in Japan. METHODS PubMed (Medline), Scopus, Embase, Web of Science and Cochrane library were searched for relevant articles comparing preventive effect of ALBC for patients undergoing primary total joint arthroplasty by August 2022. Primary outcome was the incidence of deep SSI. Subgroup analyses by type of surgery (total hip (THA) or knee (TKA) arthroplasty) and by causative pathogen (methicillin-resistant Staphylococcus aureus (MRSA)) were performed. RESULTS Of the 3379 studies identified for screening, six studies involving 5745 patients were included. The use of ALBC significantly reduced the incidence of deep SSI in overall patients (risk ratio [RR] 0.60, 95% confidential interval [CI] 0.39-0.92), but the evidence level was very low. There was no significant preventive effect for ALBC compared with non-ALBC in both THA and TKA (THA, RR 0.52, 95% CI 0.23-1.16; TKA, RR 0.64, 95% CI 0.38-1.06), and for preventing MRSA-SSI (RR 0.27, 95% CI 0.03-2.41). CONCLUSIONS Although the overall preventive effect of ALBC was significant, the evidence level was very low. Thus, the routine use of ALBC as a mean to prevent SSI in arthroplasty may not be suggested.
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Affiliation(s)
- Hideo Kato
- Department of Pharmacy, Mie University Hospital, Mie, Japan
| | - Yukihiro Hamada
- Department of Pharmacy, Tokyo Women's Medical University, Tokyo, Japan; Department of Pharmacy, Kochi Medical School Hospital, Kochi, Japan.
| | - Shotaro Takano
- Department of Orthopaedic Surgery, School of Medicine, Kitasato University, Kanagawa, Japan
| | - Shinsuke Ikeda
- Department of Orthopaedic Surgery, School of Medicine, Kitasato University, Kanagawa, Japan
| | - Yoshinori Seto
- Department of Pharmacy, Kitasato University Hospital, Kanagawa, Japan
| | | | - Koji Yamada
- Nakanoshima Orthopaedics, Kanagawa, 214-0012, Japan
| | - Katsufumi Uchiyama
- Department of Patient Safety and Healthcare Administration, School of Medicine, Kitasato University Kanagawa, Japan
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Gu Z, Du Y, Wang P, Zheng X, He J, Wang C, Zhang J. Development and validation of a novel nomogram to predict postoperative pancreatic fistula after pancreatoduodenectomy using lasso-logistic regression: an international multi-institutional observational study. Int J Surg 2023; 109:4027-4040. [PMID: 37678279 PMCID: PMC10720876 DOI: 10.1097/js9.0000000000000695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 08/04/2023] [Indexed: 09/09/2023]
Abstract
BACKGROUND Existing prediction models for clinically relevant postoperative pancreatic fistula (POPF) after pancreatoduodenectomy (PD) lack discriminatory power or are too complex. This study aimed to develop a simple nomogram that could accurately predict clinically relevant POPF after PD. METHODS A high-volume, multicenter cohort of patients who underwent PD from the American College of Surgeons-National Surgical Quality Improvement Program database in the United States during 2014-2017 was used as the model training cohort ( n =3609), and patients who underwent PD from the Pancreatic Center of the National Cancer Center Hospital in China during 2014-2019 were used as the external validation cohort ( n =1347). The study used lasso penalized regression to screen large-scale variables, then logistic regression was performed to screen the variables and build a model. Finally, a prediction nomogram for clinically relevant POPF was established based on the logistic model, and polynomial equations were extracted. The performance of the nomogram was evaluated by receiver operating characteristic curve, calibration curve, and decision curve analysis. RESULTS In the training and validation cohorts, there were 16.7% (601/3609) and 16.6% (224/1347) of patients who developed clinically relevant POPF, respectively. After screening using lasso and logistic regression, only six predictors were independently associated with clinically relevant POPF, including two preoperative indicators (weight and pancreatic duct size), one intraoperative indicator (pancreatic texture), and three postoperative indicators (deep surgical site infection, delayed gastric emptying, and pathology). The prediction of the new nomogram was accurate, with an area under the curve of 0.855 (95% CI: 0.702-0.853) in the external validation cohort, and the predictive performance was superior to three previously proposed POPF risk score models (all P <0.001, likelihood ratio test). CONCLUSIONS A reliable lasso-logistic method was applied to establish a novel nomogram based on six readily available indicators, achieving a sustained, dynamic, and precise POPF prediction for PD patients. With a limited number of variables and easy clinical application, this new model will enable surgeons to proactively predict, identify, and manage pancreatic fistulas to obtain better outcomes from this daunting postoperative complication.
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Affiliation(s)
- Zongting Gu
- Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang
| | - Yongxing Du
- Department of Pancreatic and Gastric Surgery, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing
| | - Peng Wang
- Department of Pancreatic and Gastric Surgery, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing
| | - Xiaohao Zheng
- Department of Pancreatic and Gastric Surgery, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing
| | - Jin He
- Department of Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - Chengfeng Wang
- Department of Pancreatic and Gastric Surgery, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing
- Shanxi Province Cancer Hospital/ Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
| | - Jianwei Zhang
- Department of Pancreatic and Gastric Surgery, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing
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Sarraj M, Alqahtani A, Thornley P, Koziarz F, Bailey CS, Freire-Archer M, Bhanot K, Kachur E, Bhandari M, Oitment C. Management of deep surgical site infections of the spine: a Canadian nationwide survey. J Spine Surg 2022; 8:443-452. [PMID: 36606001 PMCID: PMC9808097 DOI: 10.21037/jss-22-47] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 09/07/2022] [Indexed: 01/09/2023]
Abstract
Background Deep surgical site infections after spinal instrumentation represent a significant source of patient morbidity and poorer outcomes. Given lack of evidence or guidelines on the variety of procedural options in the management of deep spine surgical site infections, the purpose of this survey was to document and investigate the use of these techniques across Canada. Methods A 34-question survey evaluating surgical techniques for irrigation and debridement in postoperative thoracolumbar infection was distributed to Canadian adult spine surgeons. Results were analyzed qualitatively, and comparisons by specialty, years of training, and number of cases were completed using Fischer's exact tests. We defined consensus as >70% agreement. Results We received 53 responses (62% response rate) from a comprehensive sample of Canadian adult spine surgeons. There was a consensus to retain hardware (80%) and interbody implants (93%) in acute infection, to retain interbody implants in chronic/recurrent infection (71%), and application of topical antibiotics in recurrent infection (85%). There was consensus on the use of absorbable suture to close fascia in acute (83%) and chronic (87%) infection. Eighty-five percent of surgeons used nonabsorbable materials such as Nylon or staples for skin closure in chronic infection, however, there was no consensus in acute infection. Surgeons varied significantly in type, volume and pressure of fluids, adjuvant solvents, graft management, use of topical antibiotics acutely, and the use of negative pressure wound therapy. Partial hardware exchange was controversial. Additionally, specialty or surgeon experience had no impact on management strategy. Conclusions This survey demonstrates significant heterogeneity amongst Canadian adult spine surgeons regarding key steps in the surgical management of deep instrumented spine infection, concordant with scarce literature addressing these steps.
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Affiliation(s)
- Mohamed Sarraj
- Division of Orthopedic Surgery, Hamilton General Hospital, McMaster University, Ontario, Canada
| | - Abdullah Alqahtani
- Division of Orthopedic Surgery, Hamilton General Hospital, McMaster University, Ontario, Canada
| | - Patrick Thornley
- Division of Orthopedic Surgery, Hamilton General Hospital, McMaster University, Ontario, Canada;,London Health Science Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, Ontario, Canada
| | - Frank Koziarz
- Division of Neurosurgery, Hamilton General Hospital, McMaster University, Ontario, Canada
| | - Christopher S. Bailey
- London Health Science Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, Ontario, Canada
| | | | - Kunal Bhanot
- Division of Orthopedic Surgery, Grand River Hospital, McMaster University, Ontario, Canada
| | - Edward Kachur
- Division of Neurosurgery, Hamilton General Hospital, McMaster University, Ontario, Canada
| | - Mohit Bhandari
- Division of Orthopedic Surgery, Hamilton General Hospital, McMaster University, Ontario, Canada
| | - Colby Oitment
- Division of Orthopedic Surgery, Hamilton General Hospital, McMaster University, Ontario, Canada
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Wang S, Yao R, Li Z, Gong X, Xu J, Yang F, Yang K. Vancomycin Use in Posterior Lumbar Interbody Fusion of Deep Surgical Site Infection. Infect Drug Resist 2022; 15:3103-3109. [PMID: 35747329 PMCID: PMC9212791 DOI: 10.2147/idr.s364432] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 05/27/2022] [Indexed: 12/12/2022] Open
Abstract
Objective To retrospectively analyze if the use of topical intraoperative vancomycin powder reduces deep surgical site infection (DSSI) after posterior lumbar interbody fusion. Methods All spinal surgeries for lumbar degenerative disease and underwent posterior fixation interbody fusion between January 2013 and December 2018 were reviewed. A total of 891 patients were included, of which 527 patients (treatment group) received intraoperatively topical vancomycin powder; the others were served as control group. The primary outcomes were the overall incidence of DSSI and the effect of vancomycin on its development. The secondary outcome was risk factors for DSSI. Data on the baseline characteristics, postoperative complications, perioperative risk factors, and one-year postoperative prognoses were extracted from the medical records. Results A total of 20 patients met the diagnostic criteria for DSSI (2.24%), of which 7 patients (1.33%) in the treatment group and 13 patients (3.57%) in the control group. There was a significant difference in the incidence of DSSI between the groups (P = 0.026). Multivariate logistic regression analysis with stepwise backward elimination showed that the local use of vancomycin powder was an independent protective factor for DSSI (odds ratio (OR): 0.25, P = 0.01), whereas high body mass index (BMI) (OR: 1.21, P = 0.005), drinking (OR: 5.19, P = 0.005), urinary tract infections (OR: 4.49, P = 0.021), diabetes mellitus (OR: 4.32, P = 0.03), and blood transfusions (OR: 3.67, P = 0.03) were independent risk factors for DSSI. Conclusion The intraoperative usage of vancomycin powder could reduce effectively decreases the incidence of DSSI after posterior lumbar interbody fusion for degenerative lumbar diseases. High BMI, diabetes mellitus, drinking, and urinary tract infections were independent risk factors for DSSI, whereas the local use of vancomycin protected against these factors.
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Affiliation(s)
- Shiyong Wang
- Department of Spinal Surgery, First Affiliated Hospital of Dali University, Dali, Yunnan, People's Republic of China
| | - Rubin Yao
- Department of Spinal Surgery, First Affiliated Hospital of Dali University, Dali, Yunnan, People's Republic of China
| | - Zhongjie Li
- Department of Spinal Surgery, First Affiliated Hospital of Dali University, Dali, Yunnan, People's Republic of China
| | - Xiangdong Gong
- Department of Spinal Surgery, First Affiliated Hospital of Dali University, Dali, Yunnan, People's Republic of China
| | - Jitao Xu
- Department of Spinal Surgery, First Affiliated Hospital of Dali University, Dali, Yunnan, People's Republic of China
| | - Fajun Yang
- Department of Spinal Surgery, First Affiliated Hospital of Dali University, Dali, Yunnan, People's Republic of China
| | - Kaishun Yang
- Department of Spinal Surgery, First Affiliated Hospital of Dali University, Dali, Yunnan, People's Republic of China
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Abstract
AIMS This study aims to estimate economic outcomes associated with 30-day deep surgical site infection (SSI) from closed surgical wounds in patients with lower limb fractures following major trauma. METHODS Data from the Wound Healing in Surgery for Trauma (WHiST) trial, which collected outcomes from 1,547 adult participants using self-completed questionnaires over a six-month period following major trauma, was used as the basis of this empirical investigation. Associations between deep SSI and NHS and personal social services (PSS) costs (£, 2017 to 2018 prices), and between deep SSI and quality-adjusted life years (QALYs), were estimated using descriptive and multivariable analyses. Sensitivity analyses assessed the impact of uncertainty surrounding components of the economic analyses. RESULTS Compared to participants without deep SSI, those with deep SSI had higher mean adjusted total NHS and PSS costs (adjusted mean difference £1,577 (95% confidence interval (CI) -951 to 4,105); p = 0.222), and lower mean adjusted QALYs (adjusted mean difference -0.015 (95% CI -0.032 to 0.002); p = 0.092) over six months post-injury, but this difference was not statistically significant. The results were robust to the sensitivity analyses performed. CONCLUSION This study found worse economic outcomes during the first six months post-injury in participants who experience deep SSI following orthopaedic surgery for major trauma to the lower limb. However, the increase in cost associated with deep SSI was less than previously reported in the orthopaedic trauma literature. Cite this article: Bone Jt Open 2022;3(5):398-403.
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Affiliation(s)
- May Ee Png
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Stavros Petrou
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Ruth Knight
- Centre for Statistics in Medicine, Oxford Clinical Trials Research Unit, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - James Masters
- Oxford Trauma, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Kadoorie Centre, University of Oxford, Oxford, UK
| | - Juul Achten
- Oxford Trauma, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Kadoorie Centre, University of Oxford, Oxford, UK
| | - Matthew L. Costa
- Oxford Trauma, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Kadoorie Centre, University of Oxford, Oxford, UK
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Qin S, Zhu Y, Meng H, Zhang J, Li J, Zhao K, Zhang Y, Chen W. Relationship between surgeon volume and the risk of deep surgical site infection (DSSI) following open reduction and internal fixation of displaced intra-articular calcaneal fracture. Int Wound J 2021; 19:1092-1101. [PMID: 34651435 PMCID: PMC9284634 DOI: 10.1111/iwj.13705] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 09/24/2021] [Accepted: 10/01/2021] [Indexed: 01/21/2023] Open
Abstract
It is well established that the postoperative results were affected by the surgeon volume in a variety of elective and emergent orthopaedic surgeries; however, by far, no evidences have been available as for surgically treated displaced intra-articular calcaneal fractures (DIACFs). We aimed at investigating the relationship between surgeon volume and deep surgical site infection (DSSI) following open reduction and internal fixation (ORIF) of DIACFs. This was a further analysis of prospectively collected data from a validated database. Patients with DIACFs stabilised by ORIF between 2016 and 2019 were identified. Surgeon volume was defined as the number of surgically treated calcaneal fractures within one calendar year and was dichotomised based on the optimal cut-off value. The outcome measure was DSSI within 1 year postoperatively. Multivariate logistics regression analyses were performed to examine the relationship, adjusting for confounders. Among 883 patients, 19 (2.2%) were found to have a DSSI. The DSSI incidence was 6.5% in surgeons with a low volume (<6/year), 5.5 times as that in those with a high volume (≥6/year) (incidence rate, 1.2%; P < 0.001). The multivariate analyses showed a low volume <6/year was associated with a 5.8-fold increased risk of DSSI (95% confidence interval, 2.2-16.5, P < 0.001). This value slightly increased after multiple sensitivity analyses, with statistical significances still unchanged (OR range, 6.6-6.9; P ≤ 0.001). The inverse relationship indicates a need for at least six cases/year for a surgeon to substantially reduce the DSSIs following the ORIF of DIACFs.
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Affiliation(s)
- Shiji Qin
- Department of orthopaedic surgery, The 3rd Hospital of Hebei Medical University, Shijiazhuang, China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, China.,Orthopaedic Institution of Hebei Province, Shijiazhuang, China.,NHC Key Laboratory of Intelligent Orthopaedic Equipment, Shijiazhuang, China
| | - Yanbin Zhu
- Department of orthopaedic surgery, The 3rd Hospital of Hebei Medical University, Shijiazhuang, China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, China.,Orthopaedic Institution of Hebei Province, Shijiazhuang, China.,NHC Key Laboratory of Intelligent Orthopaedic Equipment, Shijiazhuang, China
| | - Hongyu Meng
- Department of orthopaedic surgery, The 3rd Hospital of Hebei Medical University, Shijiazhuang, China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, China.,Orthopaedic Institution of Hebei Province, Shijiazhuang, China.,NHC Key Laboratory of Intelligent Orthopaedic Equipment, Shijiazhuang, China
| | - Junzhe Zhang
- Department of orthopaedic surgery, The 3rd Hospital of Hebei Medical University, Shijiazhuang, China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, China.,Orthopaedic Institution of Hebei Province, Shijiazhuang, China.,NHC Key Laboratory of Intelligent Orthopaedic Equipment, Shijiazhuang, China
| | - Junyong Li
- Department of orthopaedic surgery, The 3rd Hospital of Hebei Medical University, Shijiazhuang, China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, China.,Orthopaedic Institution of Hebei Province, Shijiazhuang, China.,NHC Key Laboratory of Intelligent Orthopaedic Equipment, Shijiazhuang, China
| | - Kuo Zhao
- Department of orthopaedic surgery, The 3rd Hospital of Hebei Medical University, Shijiazhuang, China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, China.,Orthopaedic Institution of Hebei Province, Shijiazhuang, China.,NHC Key Laboratory of Intelligent Orthopaedic Equipment, Shijiazhuang, China
| | - Yingze Zhang
- Department of orthopaedic surgery, The 3rd Hospital of Hebei Medical University, Shijiazhuang, China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, China.,Orthopaedic Institution of Hebei Province, Shijiazhuang, China.,NHC Key Laboratory of Intelligent Orthopaedic Equipment, Shijiazhuang, China.,Chinese Academy of Engineering, Beijing, China
| | - Wei Chen
- Department of orthopaedic surgery, The 3rd Hospital of Hebei Medical University, Shijiazhuang, China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, China.,Orthopaedic Institution of Hebei Province, Shijiazhuang, China.,NHC Key Laboratory of Intelligent Orthopaedic Equipment, Shijiazhuang, China
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Lu K, Ma T, Yang C, Qu Q, Liu H. Risk prediction model for deep surgical site infection (DSSI) following open reduction and internal fixation of displaced intra-articular calcaneal fracture. Int Wound J 2021; 19:656-665. [PMID: 34350718 PMCID: PMC8874094 DOI: 10.1111/iwj.13663] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 07/04/2021] [Accepted: 07/25/2021] [Indexed: 12/20/2022] Open
Abstract
Deep surgical site infection (DSSI) is a serious complication affecting the surgical outcome of displaced intra‐articular calcaneal fracture, and a risk prediction model based on the identifiable risk factors will provide great clinical value in prevention and prompt interventions. This study retrospectively identified patients operated for calcaneal fracture between January 2014 and December 2019, with a follow‐up ≥1 year. The data were extracted from electronic medical records, with regard to demographics, comorbidities, injury, surgery and laboratory biomarkers at admission. Univariate and multivariate logistics regression analyses were used to identify the independent factors for DSSI, thereby the risk prediction model was developed. Among 900 patients included, 2.7% developed a DSSI. The multivariate analyses identified five factors independently associated with DSSI, including current smoking (OR, 2.8; 95% confidence interval [CI], 1.3‐6.4; P = .021), BMI ≥ 26.4 kg/m2 (OR, 3.1; 95% CI, 1.6‐8.4; P = .003), ASA ≥II (OR, 1.3; 95% CI, 1.0‐5.1; P = .043), incision level of II (OR, 3.8; 95% CI, 1.3‐12.6; P = .018) and NLR ≥6.4 (OR, 3.2; 95% CI, 1.3‐7.5; P = .008). A score of 14 as the optimal cut‐off value was corresponding to sensitivity of 0.542 and specificity of 0.872 (area, 0.766; P < .001); ≥14 was associated with 8.1‐times increased risk of DSSI; a score of 7 was corresponding sensitivity of 100% and 10 corresponding to sensitivity of 0.875. The risk prediction model exhibited excellent performance in distinguishing the risk of DSSI and could be considered in practice for improvement of wound management, but its validity requires to be verified by better‐design studies.
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Affiliation(s)
- Kaosheng Lu
- Department of Orthopaedic Surgery, The General Hospital of Jizhong Energy Xingtai Mining Group, Xingtai, PR China
| | - Tianxiao Ma
- Department of Orthopaedic Surgery, The General Hospital of Jizhong Energy Xingtai Mining Group, Xingtai, PR China
| | - Chunyan Yang
- Department of Orthopaedic Surgery, The General Hospital of Jizhong Energy Xingtai Mining Group, Xingtai, PR China
| | - Qiaoge Qu
- Department of Orthopaedic Surgery, The General Hospital of Jizhong Energy Xingtai Mining Group, Xingtai, PR China
| | - Haibo Liu
- Department of Orthopaedic Surgery, The General Hospital of Jizhong Energy Xingtai Mining Group, Xingtai, PR China
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