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Nakamoto H, Nakajima K, Miyahara J, Kato S, Doi T, Taniguchi Y, Matsubayashi Y, Nishizawa M, Kawamura N, Kumanomido Y, Higashikawa A, Sasaki K, Takeshita Y, Fukushima M, Iizuka M, Ono T, Yu J, Hara N, Okamoto N, Azuma S, Inanami H, Sakamoto R, Tanaka S, Oshima Y. Does surgical site infection affect patient-reported outcomes after spinal surgery? A multicenter cohort study. J Orthop Sci 2024; 29:1370-1375. [PMID: 37903677 DOI: 10.1016/j.jos.2023.10.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 10/06/2023] [Accepted: 10/19/2023] [Indexed: 11/01/2023]
Abstract
BACKGROUND Surgical site infections are common in spinal surgeries. It is uncertain whether outcomes in spine surgery patients with vs. without surgical site infection are equivalent. Therefore, we assessed the effects of surgical site infection on postoperative patient-reported outcomes. METHODS We enrolled patients who underwent elective spine surgery at 12 hospitals between April 2017 and February 2020. We collected data regarding the patients' backgrounds, operative factors, and incidence of surgical site infection. Data for patient-reported outcomes, namely numerical rating scale, Neck Disability Index/Oswestry Disability Index, EuroQol Five-Dimensional questionnaire, and 12-Item Short-Form Health Survey scores, were obtained preoperatively and 1 year postoperatively. We divided the patients into with and without surgical site infection groups. Multivariate logistic regression analyses were performed to identify the risk factors for surgical site infection. Using propensity score matching, we obtained matched surgical site infection-negative and -positive groups. Student's t-test was used for comparisons of continuous variables, and Pearson's chi-square test was used to compare categorical variables between the two matched groups and two unmatched groups. RESULTS We enrolled 8861 patients in this study; 74 (0.8 %) developed surgical site infections. Cervical spine surgery and American Society of Anesthesiologists physical status classification ≥3 were identified as risk factors; microendoscopy was identified as a protective factor. Using propensity score matching, we compared surgical site infection-positive and -negative groups (74 in each group). No significant difference was found in postoperative pain or dysesthesia of the lower back, buttock, leg, and plantar area between the groups. When comparing preoperative with postoperative pain and dysesthesia, statistically significant improvement was observed for both variables in both groups (p < 0.01 for all variables). No significant differences were observed in postoperative outcomes between the matched surgical site infection-positive and -negative groups. CONCLUSIONS Patients with surgical site infections had comparable postoperative outcomes to those without surgical site infections.
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Affiliation(s)
- Hideki Nakamoto
- Department of Orthopaedic Surgery, Faculty of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan
| | - Koji Nakajima
- Department of Orthopaedic Surgery, Faculty of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan
| | - Junya Miyahara
- Department of Orthopaedic Surgery, Faculty of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan
| | - So Kato
- Department of Orthopaedic Surgery, Faculty of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan
| | - Toru Doi
- Department of Orthopaedic Surgery, Faculty of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan
| | - Yuki Taniguchi
- Department of Orthopaedic Surgery, Faculty of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan
| | - Yoshitaka Matsubayashi
- Department of Orthopaedic Surgery, Faculty of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan
| | - Mitsuhiro Nishizawa
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Spine and Orthopedic Surgery, Japanese Red Cross Medical Center, 4-2, Hiroo, Shibuya-Ku, Tokyo 150-8935, Japan
| | - Naohiro Kawamura
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Spine and Orthopedic Surgery, Japanese Red Cross Medical Center, 4-2, Hiroo, Shibuya-Ku, Tokyo 150-8935, Japan
| | - Yudai Kumanomido
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Orthopaedic Surgery, Japan Organization of Occupational Health and Safety Kanto Rosai Hospital, 1-1, Kizukisumiyoshi-Cho, Nakahaha-Ku, Kawasaki City, Kanagawa 211-8510, Japan
| | - Akiro Higashikawa
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Orthopaedic Surgery, Japan Organization of Occupational Health and Safety Kanto Rosai Hospital, 1-1, Kizukisumiyoshi-Cho, Nakahaha-Ku, Kawasaki City, Kanagawa 211-8510, Japan
| | - Katsuyuki Sasaki
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Orthopaedic Surgery, Japan Organization of Occupational Health and Safety Yokohama Rosai Hospital, 3211, Kozukue-Cho, Kohoku-Ku, Yokohama City, Kanagawa 222-0036, Japan
| | - Yujiro Takeshita
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Orthopaedic Surgery, Japan Organization of Occupational Health and Safety Yokohama Rosai Hospital, 3211, Kozukue-Cho, Kohoku-Ku, Yokohama City, Kanagawa 222-0036, Japan
| | - Masayoshi Fukushima
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Spine Center, Toranomon Hospital, 2-2-2, Toranomon, Minato-Ku, Tokyo 105-8470, Japan
| | - Masaaki Iizuka
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Spinal Surgery, Japan Community Health-care Organization Tokyo Shinjuku Medical Center, 5-1, Tsukudo-Cho, Shinjuku-Ku, Tokyo 162-8543, Japan
| | - Takashi Ono
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Spinal Surgery, Japan Community Health-care Organization Tokyo Shinjuku Medical Center, 5-1, Tsukudo-Cho, Shinjuku-Ku, Tokyo 162-8543, Japan
| | - Jim Yu
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Orthopaedic Surgery, Japanese Red Cross Musashino Hospital, 1-26-1, Kyonancho, Musashino City, Tokyo 180-0023, Japan
| | - Nobuhiro Hara
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Orthopaedic Surgery, Japanese Red Cross Musashino Hospital, 1-26-1, Kyonancho, Musashino City, Tokyo 180-0023, Japan
| | - Naoki Okamoto
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Orthopaedic Surgery, Japanese Red Cross Saitama Hospital, 1-5, Shintoshin, Chuo-Ku, Saitama City, Saitama 330-8553, Japan
| | - Seiichi Azuma
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Orthopaedic Surgery, Japanese Red Cross Saitama Hospital, 1-5, Shintoshin, Chuo-Ku, Saitama City, Saitama 330-8553, Japan
| | - Hirohiko Inanami
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Orthopaedic Surgery, Inanami Spine and Joint Hospital, 3-17-5, Higashishinagawa, Shinagawa-Ku, Tokyo 140-0002, Japan
| | - Ryuji Sakamoto
- University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; Department of Orthopaedic Surgery, Inanami Spine and Joint Hospital, 3-17-5, Higashishinagawa, Shinagawa-Ku, Tokyo 140-0002, Japan
| | - Sakae Tanaka
- Department of Orthopaedic Surgery, Faculty of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan
| | - Yasushi Oshima
- Department of Orthopaedic Surgery, Faculty of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan; University of Tokyo Spine Group (UTSG), 7-3-1, Hongo, Bunkyo-Ku, Tokyo 113-8655, Japan.
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Blecher R, Frieler S, Qutteineh B, Pierre CA, Yilmaz E, Ishak B, Glinski AV, Oskouian RJ, Kramer M, Drexler M, Chapman JR. Who Needs Surgical Stabilization for Pyogenic Spondylodiscitis? Retrospective Analysis of Non-Surgically Treated Patients. Global Spine J 2023; 13:1550-1557. [PMID: 34530628 PMCID: PMC10448100 DOI: 10.1177/21925682211039498] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
STUDY DESIGN Retrospective case series analysis. OBJECTIVE To identify relevant clinical and radiographic markers for patients presenting with infectious spondylo-discitis associated with spinal instability directly related to the infectious process. METHODS We evaluated patients presenting with de-novo intervertebral discitis or vertebral osteomyelitis /discitis (VOD) who initiated non-surgical treatment. Patients who failed conservative treatment and required stabilization surgery within 90 days were defined as "failed treatment group" (FTG). Patients who experienced an uneventful course served as controls and were labeled as "nonsurgical group" (NSG). A wide array of baseline clinical and radiographic parameters was retrieved and compared between 2 groups. RESULTS Overall 35 patients had initiated non-surgical treatment for VOD. 25 patients had an uneventful course (NSG), while 10 patients failed conservative treatment ("FTG") within 90 days. Factors found to be associated with poorer outcome were intra-venous drug abuse (IVDA) as well as the presence of fever upon initial presentation. Radiographically, involvement of the same-level facets and the extent of caudal and rostral VB involvement in both MRI and CT were found to be significantly associated with poorer clinical and radiographic outcome. CONCLUSIONS We show that clinical factors such as IVDA status and fever as well as the extent of osseous and posterior element involvement may prove to be helpful in favoring surgical treatment early on in the management of spinal infections.
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Affiliation(s)
- Ronen Blecher
- Swedish Neuroscience Institute, Seattle, WA, USA
- Assuta University Hospital Ashdod, Ben Gurion University of the Negev, Beersheba, Israel
| | | | | | | | - Emre Yilmaz
- Department of Trauma Surgery, BG University Hospital Bergmannsheil, Ruhr University Bochum, Bochum, Germany
| | - Basem Ishak
- Department of Neurosurgery, University of Heidelberg, Heidelberg, Germany
| | | | | | - Moti Kramer
- Assuta University Hospital Ashdod, Ben Gurion University of the Negev, Beersheba, Israel
| | - Michael Drexler
- Assuta University Hospital Ashdod, Ben Gurion University of the Negev, Beersheba, Israel
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McFarland AM, Manoukian S, Mason H, Reilly JS. Impact of surgical-site infection on health utility values: a meta-analysis. Br J Surg 2023:7193941. [PMID: 37303251 PMCID: PMC10361680 DOI: 10.1093/bjs/znad144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 01/25/2023] [Accepted: 04/29/2023] [Indexed: 06/13/2023]
Abstract
BACKGROUND Surgical-site infections (SSIs) are recognized as negatively affecting patient quality of life. No meta-analysis of SSI utility values is available in the literature to inform estimates of this burden and investment decisions in prevention. METHODS A systematic search of PubMed, MEDLINE, CINAHL, and the National Health Service Economic Evaluation Database was performed in April 2022 in accordance with PROSPERO registration CRD 42021262633. Studies were included where quality-of-life data were gathered from adults undergoing surgery, and such data were presented for those with and without an SSI at similar time points. Two researchers undertook data extraction and quality appraisal independently, with a third as arbiter. Utility values were converted to EuroQol 5D (EQ-5D™) estimates. Meta-analyses were conducted using a random-effects model across all relevant studies, with subgroup analyses on type and timing of the SSI. RESULTS In total, 15 studies with 2817 patients met the inclusion criteria. Six studies across seven time points were used in the meta-analysis. The pooled mean difference in EQ-5D™ utility in all studies combined was -0.08 (95 per cent c.i. -0.11 to -0.05; prediction interval -0.16 to -0.01; I2 = 40 per cent). The mean difference in EQ-5D™ utility associated with deep SSI was -0.10 (95 per cent c.i. -0.14 to -0.06; I2 = 0 per cent) and the mean difference in EQ-5D™ utility persisted over time. CONCLUSION The present study provides the first synthesized estimate of SSI burden over the short and long term. EQ-5D™ utility estimates for a range of SSIs are essential for infection prevention planning and future economic modelling.
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Affiliation(s)
- Agi M McFarland
- Faculty of Health Sciences and Sport, University of Stirling, Stirling, UK
| | - Sarkis Manoukian
- Faculty of Health Sciences and Sport, University of Stirling, Stirling, UK
- Glasgow Caledonian University Yunus Centre for Social Business, Glasgow
| | - Helen Mason
- Faculty of Health Sciences and Sport, University of Stirling, Stirling, UK
- Glasgow Caledonian University Yunus Centre for Social Business, Glasgow
| | - Jacqui S Reilly
- Faculty of Health Sciences and Sport, University of Stirling, Stirling, UK
- Health and Safeguarding Health through Infection Prevention (SHIP) Research Group, Glasgow
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Sonbol AM, Baabdullah AM, Mohamed MAA, Kassab FN. Intrawound low-dose vancomycin is superior to high-dose in controlling the risk of wound dehiscence in spine surgeries. Medicine (Baltimore) 2023; 102:e33369. [PMID: 37058065 PMCID: PMC10101275 DOI: 10.1097/md.0000000000033369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 03/07/2023] [Indexed: 04/15/2023] Open
Abstract
Wound complications in spine surgeries are common and serious. This study aimed to determine the risk of wound dehiscence with a low-dose of intrawound vancomycin compared to that with a high-dose and no-vancomycin and its effectiveness in the prevention of surgical site infection. Patients were categorized into 3 groups. The first group did not receive any intrawound vancomycin. In the second, patients received a high-dose of vancomycin (1 g). The third group included patients who received a low-dose of intrawound vancomycin (250 mg). Patient demographics, clinical data, and surgical data were also collected. Multivariate linear regression analysis was used to examine factors associated with dehiscence or infection. Of the 391 patients included in our study, 56 (14.3%) received a high-dose of intrawound vancomycin, 126 (32.2%) received a low-dose, and 209 (53.5%) did not receive any treatment. The overall incidence of wound dehiscence was 6.14% (24 out of 391 patients). Wound dehiscence was significantly higher (P = .039) in the high-dose vancomycin group than in the low-dose vancomycin group. The overall incidence of postoperative infection was 2.05% (8 patients) and no statistically significant differences were observed between the low-dose and high-dose vancomycin groups. Patients with higher body mass index were more likely to experience wound dehiscence and postoperative infection, irrespective of the dose of vancomycin used. The use of low-dose intrawound vancomycin (250 mg) resulted in less wound dehiscence compared with high-dose vancomycin. Further trials are required to evaluate the effectiveness of the low-dose in preventing postoperative infections.
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Affiliation(s)
- Ahmed M. Sonbol
- Musculoskeletal Center of Excellence, International Medical Center, Jeddah, Saudi Arabia
| | - Ayman M. Baabdullah
- Musculoskeletal Center of Excellence, International Medical Center, Jeddah, Saudi Arabia
| | | | - Farid N. Kassab
- Musculoskeletal Center of Excellence, International Medical Center, Jeddah, Saudi Arabia
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Droeghaag R, Schuermans VNE, Hermans SMM, Smeets AYJM, Caelers IJMH, Hiligsmann M, Evers S, van Hemert WLW, van Santbrink H. Methodology of economic evaluations in spine surgery: a systematic review and qualitative assessment. BMJ Open 2023; 13:e067871. [PMID: 36958779 PMCID: PMC10040072 DOI: 10.1136/bmjopen-2022-067871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/25/2023] Open
Abstract
OBJECTIVES The present study is a systematic review conducted as part of a methodological approach to develop evidence-based recommendations for economic evaluations in spine surgery. The aim of this systematic review is to evaluate the methodology and quality of currently available clinical cost-effectiveness studies in spine surgery. STUDY DESIGN Systematic literature review. DATA SOURCES PubMed, Web of Science, Embase, Cochrane, Cumulative Index to Nursing and Allied Health Literature, EconLit and The National Institute for Health Research Economic Evaluation Database were searched through 8 December 2022. ELIGIBILITY CRITERIA FOR SELECTING STUDIES Studies were included if they met all of the following eligibility criteria: (1) spine surgery, (2) the study cost-effectiveness and (3) clinical study. Model-based studies were excluded. DATA EXTRACTION AND SYNTHESIS The following data items were extracted and evaluated: pathology, number of participants, intervention(s), year, country, study design, time horizon, comparator(s), utility measurement, effectivity measurement, costs measured, perspective, main result and study quality. RESULTS 130 economic evaluations were included. Seventy-four of these studies were retrospective studies. The majority of the studies had a time horizon shorter than 2 years. Utility measures varied between the EuroQol 5 dimensions and variations of the Short-Form Health Survey. Effect measures varied widely between Visual Analogue Scale for pain, Neck Disability Index, Oswestry Disability Index, reoperation rates and adverse events. All studies included direct costs from a healthcare perspective. Indirect costs were included in 47 studies. Total Consensus Health Economic Criteria scores ranged from 2 to 18, with a mean score of 12.0 over all 130 studies. CONCLUSIONS The comparability of economic evaluations in spine surgery is extremely low due to different study designs, follow-up duration and outcome measurements such as utility, effectiveness and costs. This illustrates the need for uniformity in conducting and reporting economic evaluations in spine surgery.
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Affiliation(s)
- Ruud Droeghaag
- Orthopedic Surgery, Zuyderland Medical Centre Heerlen, Heerlen, The Netherlands
- Caphri School of Public Health and Primary Care, Maastricht University, Maastricht, The Netherlands
| | - Valérie N E Schuermans
- Caphri School of Public Health and Primary Care, Maastricht University, Maastricht, The Netherlands
- Neurosurgery, Zuyderland Medical Centre Heerlen, Heerlen, The Netherlands
- Neurosurgery, Maastricht Universitair Medisch Centrum+, Maastricht, The Netherlands
| | - Sem M M Hermans
- Orthopedic Surgery, Zuyderland Medical Centre Heerlen, Heerlen, The Netherlands
- Caphri School of Public Health and Primary Care, Maastricht University, Maastricht, The Netherlands
| | - Anouk Y J M Smeets
- Neurosurgery, Zuyderland Medical Centre Heerlen, Heerlen, The Netherlands
- Neurosurgery, Maastricht Universitair Medisch Centrum+, Maastricht, The Netherlands
| | - Inge J M H Caelers
- Caphri School of Public Health and Primary Care, Maastricht University, Maastricht, The Netherlands
- Neurosurgery, Maastricht Universitair Medisch Centrum+, Maastricht, The Netherlands
| | - Mickaël Hiligsmann
- Caphri School of Public Health and Primary Care, Maastricht University, Maastricht, The Netherlands
- Health Services Research, Maastricht University, Maastricht, The Netherlands
| | - Silvia Evers
- Caphri School of Public Health and Primary Care, Maastricht University, Maastricht, The Netherlands
- Health Services Research, Maastricht University, Maastricht, The Netherlands
- Centre of Economic Evaluation & Machine Learning, Trimbos Institute, Netherlands Institute of Mental Health and Addiction, Utrecht, The Netherlands
| | | | - Henk van Santbrink
- Caphri School of Public Health and Primary Care, Maastricht University, Maastricht, The Netherlands
- Neurosurgery, Zuyderland Medical Centre Heerlen, Heerlen, The Netherlands
- Neurosurgery, Maastricht Universitair Medisch Centrum+, Maastricht, The Netherlands
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Surgical site infection in thoracic and lumbar fractures: incidence and risk factors in 11,401 patients from a nationwide administrative database. Spine J 2023; 23:281-286. [PMID: 36283652 DOI: 10.1016/j.spinee.2022.10.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 10/09/2022] [Accepted: 10/17/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND CONTEXT The rate of surgical site infection (SSI) following elective spine surgery ranges from 0.5%‒10%. Published reports suggest a higher SSI rate in non-elective spine surgery such as spine trauma; however, there is a paucity of large database studies examining this issue. PURPOSE The objective of this study was to investigate the incidence and risk factors of SSI in patients undergoing spine surgery for thoracic and lumbar fractures in a large population database. STUDY DESIGN/SETTING This is a retrospective study utilizing the PearlDiver Patient Claims Database. PATIENT SAMPLE Patients undergoing spine surgery for thoracic and lumbar fractures between 2015-2020 were identified in the PearlDiver Patient Claims Database using ICD-10 codes. Patients were excluded who had another surgery either 14 days before or 21 days after the index spine surgery, or pathologic fracture. OUTCOME MEASURES Rate of surgical site infection. METHODS Clinical data collected from the PearlDiver database based on ICD-10 codes included gender, age, diabetes, smoking status, obesity, Elixhauser Comorbidity Index (ECI), Charlson Comorbidity Index (CCI), and SSI. Univariate analysis was used to assess the association of potential risk factors and SSI. Multivariable analysis was used to identify independent risk factors of SSI. The authors have no conflicts of interest or funding sources to declare. RESULTS A total of 11,401 patients undergoing spine surgery for thoracic and lumbar fractures met inclusion criteria, and 1,065 patients were excluded. 860 patients developed SSI (7.5%). Risk factors significantly associated with SSI in univariate analysis included diabetes (OR 1.50; 95% CI, 1.30‒1.73; p<.001), obesity (OR 1.66; 95% CI, 1.44‒1.92; p<.001), increased age (p<.001), ECI (p<.001), and CCI (p<.001). On multivariable analysis, obesity and ECI were independently associated with SSI (p<.001 and p<.001, respectively). CONCLUSIONS Non-elective surgery for thoracic and lumbar fractures is associated with a 7.5% risk of SSI. Obesity and ECI are independent predictors of SSI in this population. Limitations include the reliance on accurate insurance coding which may not fully capture all SSI, and in particular superficial SSI. These findings provide a broad overview of the risk of SSI in this population at a national level and may also help counsel patients regarding risk.
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Karabacak M, Margetis K. A Machine Learning-Based Online Prediction Tool for Predicting Short-Term Postoperative Outcomes Following Spinal Tumor Resections. Cancers (Basel) 2023; 15:cancers15030812. [PMID: 36765771 PMCID: PMC9913622 DOI: 10.3390/cancers15030812] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 01/24/2023] [Accepted: 01/26/2023] [Indexed: 01/31/2023] Open
Abstract
Background: Preoperative prediction of short-term postoperative outcomes in spinal tumor patients can lead to more precise patient care plans that reduce the likelihood of negative outcomes. With this study, we aimed to develop machine learning algorithms for predicting short-term postoperative outcomes and implement these models in an open-source web application. Methods: Patients who underwent surgical resection of spinal tumors were identified using the American College of Surgeons, National Surgical Quality Improvement Program. Three outcomes were predicted: prolonged length of stay (LOS), nonhome discharges, and major complications. Four machine learning algorithms were developed and integrated into an open access web application to predict these outcomes. Results: A total of 3073 patients that underwent spinal tumor resection were included in the analysis. The most accurately predicted outcomes in terms of the area under the receiver operating characteristic curve (AUROC) was the prolonged LOS with a mean AUROC of 0.745 The most accurately predicting algorithm in terms of AUROC was random forest, with a mean AUROC of 0.743. An open access web application was developed for getting predictions for individual patients based on their characteristics and this web application can be accessed here: huggingface.co/spaces/MSHS-Neurosurgery-Research/NSQIP-ST. Conclusion: Machine learning approaches carry significant potential for the purpose of predicting postoperative outcomes following spinal tumor resections. Development of predictive models as clinically useful decision-making tools may considerably enhance risk assessment and prognosis as the amount of data in spinal tumor surgery continues to rise.
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8
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Walker RM, Rattray M, Lockwood I, Chaboyer W, Lin F, Roberts S, Perry J, Birgan S, Nieuwenhoven P, Garrahy E, Probert R, Gillespie BM. Surgical wound care preferences and priorities from the perspectives of patients: a qualitative analysis. J Wound Care 2023; 32:S19-S27. [PMID: 36630190 DOI: 10.12968/jowc.2023.32.sup1.s19] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
OBJECTIVE To explore patients' priorities and preferences for optimal care of their acute or hard-to-heal surgical wound(s). METHOD This qualitative study involved semi-structured individual interviews with patients receiving wound care in Queensland, Australia. Convenience and snowball sampling were used to recruit patients from inpatient and outpatient settings between November 2019 and January 2020. Interviews were audio recorded, transcribed verbatim and analysed using thematic analysis. Emergent themes were discussed by all investigators to ensure consensus. RESULTS A total of eight patients were interviewed, five of whom were male (average median age: 70.5 years; interquartile range (IQR): 45-80 years). Four interrelated themes emerged from the data that describe the patients' surgical wound journey: experiencing psychological and psychosocial challenges; taking back control by actively engaging in care; seeking out essential clinician attributes; and collaborating with clinicians to enable an individualised approach to their wound care. CONCLUSION Findings from this study indicate that patients want to actively collaborate with clinicians who have caring qualities, professional skills and knowledge, and be involved in decision-making to ensure care meets their individual needs.
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Affiliation(s)
- Rachel M Walker
- School of Nursing and Midwifery, Menzies Health Institute Queensland (MHIQ), Griffith University, QLD, Australia.,Division of Surgery, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Megan Rattray
- School of Nursing and Midwifery, Menzies Health Institute Queensland (MHIQ), Griffith University, QLD, Australia
| | - Ishtar Lockwood
- School of Nursing and Midwifery, Menzies Health Institute Queensland (MHIQ), Griffith University, QLD, Australia
| | - Wendy Chaboyer
- School of Nursing and Midwifery, Menzies Health Institute Queensland (MHIQ), Griffith University, QLD, Australia
| | - France Lin
- School of Nursing and Midwifery, Menzies Health Institute Queensland (MHIQ), Griffith University, QLD, Australia.,School of Nursing, Midwifery, and Paramedicine, University of the Sunshine Coast; Sunshine Coast Health Institute, QLD, Australia
| | - Shelley Roberts
- School of Nursing and Midwifery, Menzies Health Institute Queensland (MHIQ), Griffith University, QLD, Australia.,Nursing and Midwifery Education and Research Unit, Gold Coast University Hospital, Gold Coast, Australia
| | - Jodie Perry
- Integrated & Ambulatory Services, Nursing, Gold Coast Hospital and Health Service, Gold Coast, QLD, Australia
| | - Sean Birgan
- Division of Surgery, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Paul Nieuwenhoven
- Surgical Anaesthetic Procedural Services, Nursing, Gold Coast Hospital and Health Service, Gold Coast, QLD, Australia
| | - Elizabeth Garrahy
- Division of Surgery, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Rosalind Probert
- Division of Surgery, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Brigid M Gillespie
- School of Nursing and Midwifery, Menzies Health Institute Queensland (MHIQ), Griffith University, QLD, Australia.,Nursing and Midwifery Education and Research Unit, Gold Coast University Hospital, Gold Coast, Australia
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9
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Risk and economic burden of surgical site infection following spinal fusion in adults. Infect Control Hosp Epidemiol 2023; 44:88-95. [PMID: 35322778 DOI: 10.1017/ice.2022.32] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Spinal fusion surgery (SFS) is one of the most common operations in the United States, >450,000 SFSs are performed annually, incurring annual costs >$10 billion. OBJECTIVES We used a nationwide longitudinal database to accurately assess incidence and payments associated with management of postoperative infection following SFS. METHODS We conducted a retrospective, observational cohort analysis of 210,019 patients undergoing SFS from 2014 to 2018 using IBM MarketScan commercial and Medicaid-Medicare databases. We assessed rates of superficial/deep incisional SSIs, from 3 to 180 days after surgery using Cox proportional hazard regression models. To evaluate adjusted payments for patients with/without SSIs, adjusted for inflation to 2019 Consumer Price Index, we used generalized linear regression models with log-link and γ distribution. RESULTS Overall, 6.6% of patients experienced an SSI, 1.7% superficial SSIs and 4.9% deep-incisional SSIs, with a median of 44 days to presentation for superficial SSIs and 28 days for deep-incisional SSIs. Selective risk factors included surgical approach, admission type, payer, and higher comorbidity score. Postoperative incremental commercial payments for patients with superficial SSI were $20,800 at 6 months, $26,937 at 12 months, and $32,821 at 24 months; incremental payments for patients with deep-incisional SSI were $59,766 at 6 months, $74,875 at 12 months, and $93,741 at 24 months. Corresponding incremental Medicare payments for patients with superficial incisional at 6, 12, 24-months were $11,044, $17,967, and $24,096; while payments for patients with deep-infection were: $48,662, $53,757, and $73,803 at 6, 12, 24-months. CONCLUSIONS We identified a 4.9% rate of deep infection following SFS, with substantial payer burden. The findings suggest that the implementation of robust evidence-based surgical-care bundles to mitigate postoperative SFS infection is warranted.
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10
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Feng Y, Feng Q, Guo P, Wang DL. Independent risk factor for surgical site infection after orthopedic surgery. Medicine (Baltimore) 2022; 101:e32429. [PMID: 36596026 PMCID: PMC9803488 DOI: 10.1097/md.0000000000032429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
No significant progress has been made in the study of orthopedic surgical site infection (SSI) after different orthopedic surgery, and the analysis and prevention of risk factors for orthopedic SSI urgently need to be solved. A total of 154 patients underwent orthopedic surgery from April 2018 to December 2020. General information such as gender, age, marriage, diagnosis, surgical site, and anesthesia method was recorded. Statistical methods included Pearson chi-square test, univariate and multivariate logistic regression analyses, and receiver operating characteristic (ROC) curves. Based on Pearson's chi-square test, sex (P = .005), age (P = .027), marriage (P = .000), diagnosis (P = .034), and surgical site (P = .000) were significantly associated with SSI after orthopedic surgery. However, in the multiple linear regression analysis, only the surgical site (P = .035) was significantly associated with SSI after orthopedic surgery. In terms of multivariate logistic regression level, surgical site (odds ratio [OR] = 1.568, P = .039) was significantly associated with SSI. ROC curves were constructed to determine the effect of the surgical site on SSI after different orthopedic surgery (area under the curve [AUC] = 0.577, 95% CI = 0.487-0.0.666). In summary, the surgical site is an independent risk factor for SSI after orthopedic surgery, and "trauma" is more likely to develop SSI than spine, arthrosis, and others.
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Affiliation(s)
- Yingfa Feng
- Department of Orthopedics, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, P. R. China
| | - Qi Feng
- Department of Orthopedics, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, P. R. China
| | - Peng Guo
- Department of Orthopedics, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, P. R. China
| | - Dong-lai Wang
- Department of Orthopedics, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, P. R. China
- * Correspondence: Dong-lai Wang, Department of Orthopedics, The Fourth Hospital of Hebei Medical University, 12 Health Road, Shijiazhuang, Hebei 050011, P. R. China (e-mail: )
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11
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Alentado VJ, Berwanger RP, Konesco AM, Potts AJ, Potts CA, Stockwell DW, Dbeibo L, DePowell JJ, Horn EM, Khairi SA, McCanna SP, Mobasser JP, Rodgers RB, Potts EA. Use of an intraoperative sodium oxychlorosene-based infection prevention protocol to safely decrease postoperative wound infections after spine surgery. J Neurosurg Spine 2021; 35:817-823. [PMID: 34416716 DOI: 10.3171/2021.2.spine202133] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 02/11/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Postoperative infection remains prevalent after spinal surgical procedures. Institutional protocols for infection prevention have improved rates of infection after spine surgery. However, prior studies have focused on only elective surgical patients. The aim of this study was to determine the efficacy of a multiinstitutional intraoperative sodium oxychlorosene-based infection prevention protocol for decreasing rate of infection after instrumented spinal surgery. METHODS A retrospective analysis was performed at two tertiary care institutions with level I trauma programs, and patients who underwent posterior instrumented spinal fusion between January 1, 2011, and May 31, 2019, were included. Postoperative deep wound infection rates were captured before and after implementation of a multiinstitutional infection prevention protocol. Possible adverse outcomes related to infection prevention techniques were also examined. In addition, consecutive patients treated from January 1, 2018, to May 31, 2019, were prospectively included in a database to collect preoperative and postoperative spine-specific quality of life measures and to assess the impact of postoperative infection on quality of life. RESULTS A total of 5047 patients fit the inclusion criteria. Of these, 1043 patients underwent surgery prior to protocol implementation. The infection rate of this cohort (3.5%) decreased significantly after protocol implementation (1.2%, p < 0.001). Postoperative sterile seroma rates did not differ between the preprotocol and postprotocol groups (0.7% vs 0.7%, p = 0.5). In the 1031 patients who underwent surgery between January 2018 and May 2019, the fusion rate was 89.2%. Quality of life outcomes between patients with infection and those without infection were similar, although statistical power was limited owing to the low rate of infection. Notably, 2 of 10 patients who developed deep wound infection died of infection-related complications. CONCLUSIONS An intraoperative sodium oxychlorosene-based infection prevention protocol helped to significantly decrease the rate of infection after spine surgery without negatively impacting other postoperative procedure-related metrics. Postoperative wound infection may be associated with higher-than-expected rate of postoperative mortality.
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Affiliation(s)
- Vincent J Alentado
- 1Department of Neurosurgery, Indiana University, Indianapolis, Indiana
- 2Indiana University School of Medicine, Indianapolis, Indiana
- 3Goodman Campbell Brain and Spine, Carmel, Indiana
| | | | | | - Alex J Potts
- 3Goodman Campbell Brain and Spine, Carmel, Indiana
| | | | - David W Stockwell
- 1Department of Neurosurgery, Indiana University, Indianapolis, Indiana
- 2Indiana University School of Medicine, Indianapolis, Indiana
| | - Lana Dbeibo
- 5Department of Internal Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - John J DePowell
- 3Goodman Campbell Brain and Spine, Carmel, Indiana
- 4St. Vincent Health, Indianapolis, Indiana; and
| | - Eric M Horn
- 3Goodman Campbell Brain and Spine, Carmel, Indiana
- 4St. Vincent Health, Indianapolis, Indiana; and
| | - Saad A Khairi
- 3Goodman Campbell Brain and Spine, Carmel, Indiana
- 4St. Vincent Health, Indianapolis, Indiana; and
| | - Shannon P McCanna
- 3Goodman Campbell Brain and Spine, Carmel, Indiana
- 4St. Vincent Health, Indianapolis, Indiana; and
| | - Jean-Pierre Mobasser
- 3Goodman Campbell Brain and Spine, Carmel, Indiana
- 4St. Vincent Health, Indianapolis, Indiana; and
| | - Richard B Rodgers
- 3Goodman Campbell Brain and Spine, Carmel, Indiana
- 4St. Vincent Health, Indianapolis, Indiana; and
| | - Eric A Potts
- 3Goodman Campbell Brain and Spine, Carmel, Indiana
- 4St. Vincent Health, Indianapolis, Indiana; and
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12
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Lambrechts MJ, Clair DDS, Li J, Cook JL, Spence BS, Leary EV, Choma TJ, Moore DK, Goldstein CL. Is It Cost Effective to Obtain Fungal and Acid-Fast Bacillus Cultures during Spine Debridement? Asian Spine J 2021; 16:519-525. [PMID: 34784701 PMCID: PMC9441443 DOI: 10.31616/asj.2021.0169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 07/11/2021] [Indexed: 11/23/2022] Open
Abstract
Study Design Retrospective study. Purpose To identify the rate of positive acid-fast bacillus (AFB) and fungal cultures during spine debridement, determine whether these infections are more common in certain spine segments, identify comorbidities associated with these infections, and determine whether the universal performance of fungal and AFB cultures during spine debridement is cost effective. Overview of Literature Spine infections are associated with significant morbidity and costs. Spine fungal and AFB infections are rare, but their incidence has not been well documented. As such, guidance regarding sample procurement for AFB and fungal cultures is lacking. Methods A retrospective review of medical record data from patients undergoing spine irrigation and debridement (I&D) at the University of Missouri over a 10-year period was performed. Results For patients undergoing spine I&D, there was a 4% incidence of fungal infection and 0.49% rate of AFB infection. Steroid use was associated with a higher likelihood (odds ratio, 5.62; 95% confidence interval, 1.33–23.75) of positive fungal or AFB cultures. Although not significant, patients undergoing multiple I&D procedures had higher rates of positive fungal cultures during each subsequent I&D. Over a 10-year period, if fungal cultures are obtained for each patient, it would cost our healthcare system $12,151.58. This is compared to an average cost of $177,297.64 per missed fungal infection requiring subsequent treatment. Conclusions Spine fungal infections occur infrequently at a rate of 4%. Physicians should strongly consider obtaining samples for fungal cultures in patients undergoing spine I&D, especially those using steroids and those undergoing multiple I&Ds. Our AFB culture rates mirror the false positive rates seen in previous orthopedic literature. It is unlikely to be cost effective to send for AFB cultures in areas with low endemic rates of AFB.
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Affiliation(s)
- Mark J Lambrechts
- Department of Orthopaedic Surgery, University of Missouri, Columbia, MO, USA
| | - Devin D St Clair
- Department of Orthopaedic Surgery, University of Missouri, Columbia, MO, USA
| | - Jinpu Li
- Department of Orthopaedic Surgery, University of Missouri, Columbia, MO, USA
| | - James L Cook
- Department of Orthopaedic Surgery, University of Missouri, Columbia, MO, USA.,Thompson Laboratory for Regenerative Orthopaedics, University of Missouri, Columbia, MO, USA
| | - Bradley S Spence
- Department of Orthopaedic Surgery, University of Missouri, Columbia, MO, USA
| | - Emily V Leary
- Department of Orthopaedic Surgery, University of Missouri, Columbia, MO, USA
| | - Theodore J Choma
- Department of Orthopaedic Surgery, University of Missouri, Columbia, MO, USA
| | - Donald K Moore
- Department of Orthopaedic Surgery, University of Missouri, Columbia, MO, USA
| | - Christina L Goldstein
- Department of Orthopaedic Spine Surgery, University of Colorado at Colorado Springs, Colorado Springs, CO, USA
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13
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Risk factors for prolonged length of stay in patients undergoing surgery for intramedullary spinal cord tumors. J Clin Neurosci 2021; 91:396-401. [PMID: 34373058 DOI: 10.1016/j.jocn.2021.06.046] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 06/14/2021] [Accepted: 06/27/2021] [Indexed: 11/21/2022]
Abstract
Primary spine tumors are rare neoplasms that affect about 0.62 per 100,000 individuals in the US. Intramedullary spinal cord tumors (IMSCTs) are the rarest of all primary tumors involving the spine and can cause pain, imbalance, urinary dysfunction and neurological deficits. These types of tumors oftentimes necessitate surgical treatment, yet there is a lack of data on hospital length of stay and complication rates following treatment. Given that treatment candidacy, quality of life, and outcomes are tied so closely to potential for prolonged length of stay and postoperative complications, it is important to better understand the factors that increase the risk of these outcomes in patients with IMSCTs. METHODS The National Surgical Quality Improvement Program (NSQIP) database was queried for all patients undergoing surgery for treatment of intramedullary spinal cord tumors between 2005 and 2017. Univariate and multivariate analysis were performed to assess patient risk factors influencing prolonged length of stay and post-op complications. RESULTS A total of 638 patients were included in the analysis. Pre-operative American Society of Anesthesiology (ASA) physical status classification of 3 and above (OR 1.89; p = 0.0005), dependent functional status (OR 2.76; p = 0.0035) and transfer from facilities other than home (OR 8.12; p <0.0001) were independent predictors of prolonged length of stay (>5 days). The most commonly reported complications were pneumonia (5.7%), urinary tract infection (9.4%), septic shock (3.8%), superficial incisional infection (5.7%), organ or space infection (5.7%), pulmonary embolism (11.3%), DVT requiring therapy (15.1%) and wound dehiscence (5.7%). CONCLUSION Our study demonstrated the significant influence of clinical variables on prolonged hospitalization of IMSCT patients. This should be factored into clinical and surgical decision making and when counseling patients of their expected outcomes.
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14
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Lasry O, Ailon T, Charest-Morin R, Dea N, Dvorak M, Fisher C, Gara A, Kwon B, Smith EL, Paquette S, Wong T, Street J. Accuracy of hospital-based surveillance systems for surgical site infection after adult spine surgery: A Bayesian latent class analysis. J Hosp Infect 2021; 117:117-123. [PMID: 34273471 DOI: 10.1016/j.jhin.2021.07.005] [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: 06/04/2021] [Revised: 07/05/2021] [Accepted: 07/07/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Surgical site infections (SSIs) of the spine are morbid and costly complications. An accurate surveillance system is required to properly describe the disease burden and the impact of interventions that mitigate SSI risk. Unfortunately, uniform approaches to conducting SSI surveillance are lacking because of varying SSI case definitions, the lack of a perfect reference case definition and heterogeneous data sources. AIM We assessed the accuracy of 4 independent data sources that capture SSIs after spine surgery, with estimation of a measurement error-adjusted SSI incidence. METHODS A Bayesian latent class model assessed the sensitivity/specificity of each data source to identify SSI and to estimate a measurement-error adjusted incidence. The four data sources used were: the discharge abstract database (DAD), the National Surgical Quality Improvement Program (NSQIP) database, the Infection Prevention and Control Canada (IPAC) database, and the Spine Adverse Events Severity database. FINDINGS A total of 904 patients underwent spine surgery in 2017. The most sensitive data source was DAD (0.799, 95% CrI 0.597, 0.943), while the least sensitive was NSQIP (0.497, 95% CrI 0.308, 0.694). The most specific data source was IPAC (0.997, 95% CrI 0.993, 1.000) and the least specific was DAD (0.969, 95% CrI 0.956, 0.981). The measurement error-adjusted SSI incidence was 0.030 (95% CrI 0.019, 0.045). The crude incidence using the DAD over-estimated the incidence, and the 3 other data sources under-estimated it. CONCLUSION SSI surveillance in the spine surgery population is feasible using several data sources, provided that measurement error is considered.
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Affiliation(s)
- Oliver Lasry
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, British Columbia, Canada; Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montreal, Quebec, Canada; Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada.
| | - Tamir Ailon
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Raphaëlle Charest-Morin
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Nicolas Dea
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Marcel Dvorak
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Charles Fisher
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Aleksandra Gara
- Medical Microbiology and Infection Control, Vancouver General Hospital, Vancouver, Brisitsh Columbia, Canada
| | - Brian Kwon
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Elisa Lloyd Smith
- Medical Microbiology and Infection Control, Vancouver General Hospital, Vancouver, Brisitsh Columbia, Canada
| | - Scott Paquette
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Titus Wong
- Medical Microbiology and Infection Control, Vancouver General Hospital, Vancouver, Brisitsh Columbia, Canada
| | - John Street
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, British Columbia, Canada
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15
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Lubelski D, Feghali J, Ehresman J, Pennington Z, Schilling A, Huq S, Medikonda R, Theodore N, Sciubba DM. Web-Based Calculator Predicts Surgical-Site Infection After Thoracolumbar Spine Surgery. World Neurosurg 2021; 151:e571-e578. [PMID: 33940258 DOI: 10.1016/j.wneu.2021.04.086] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Accepted: 04/19/2021] [Indexed: 11/19/2022]
Abstract
BACKGROUND Surgical-site infection (SSI) after spine surgery leads to increased length of stay, reoperation, and worse patient quality of life. We sought to develop a web-based calculator that computes an individual's risk of a wound infection following thoracolumbar spine surgery. METHODS We performed a retrospective review of consecutive patients undergoing elective degenerative thoracolumbar spine surgery at a tertiary-care institution between January 2016 and December 2018. Patients who developed SSI requiring reoperation were identified. Regression analysis was performed and model performance was assessed using receiver operating curve analysis to derive an area under the curve. Bootstrapping was performed to check for overfitting, and a Hosmer-Lemeshow test was employed to evaluate goodness-of-fit and model calibration. RESULTS In total, 1259 patients were identified; 73% were index operations. The overall infection rate was 2.7%, and significant predictors of SSI included female sex (odds ratio [OR] 3.0), greater body mass index (OR 1.1), active smoking (OR 2.8), worse American Society of Anesthesiologists physical status (OR 2.1), and greater surgical invasiveness (OR 1.1). The prediction model had an optimism-corrected area under the curve of 0.81. A web-based calculator was created: https://jhuspine2.shinyapps.io/Wound_Infection_Calculator/. CONCLUSIONS In this pilot study, we developed a model and simple web-based calculator to predict a patient's individualized risk of SSI after thoracolumbar spine surgery. This tool has a predictive accuracy of 83%. Through further multi-institutional validation studies, this tool has the potential to alert both patients and providers of an individual's SSI risk to improve informed consent, mitigate risk factors, and ultimately drive down rates of SSIs.
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Affiliation(s)
- Daniel Lubelski
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - James Feghali
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Jeff Ehresman
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Zach Pennington
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Andrew Schilling
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Sakibul Huq
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Ravi Medikonda
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Nicholas Theodore
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, Maryland, USA.
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