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Berg AR, Hanna G, Mendiratta D, Para A, Michel M, Beebe K, Vives MJ. Risk factors for metastatic disease at presentation with chordoma and its prognostic value. NORTH AMERICAN SPINE SOCIETY JOURNAL 2025; 21:100566. [PMID: 39834500 PMCID: PMC11743829 DOI: 10.1016/j.xnsj.2024.100566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 10/20/2024] [Accepted: 10/22/2024] [Indexed: 01/22/2025]
Abstract
Background Chordoma is a rare bone cancer arising from the embryonic notochord with special predilection to the axial skeleton. The locally destructive nature and metastatic potential of chordomas can lead to devastating outcomes in terms of survival. The purpose of this study was to examine potential risk factors predictive of metastatic disease at presentation and prognostic factors in patients with metastasis. Methods SEER was used to classify each patient as having metastatic or localized disease at the time of diagnosis. Patient-specific and tumor characteristics were analyzed to determine which factors were predictive of an increased rate of metastatic disease at presentation. These factors were analyzed using univariate as well as a multivariate logistic regression model. Prognostic factors for survival were analyzed using the Kaplan-Meier estimates with log-rank tests, and Cox proportional hazards models. Results We identified 1,241 cases of chordoma affecting the axial skeleton, and 117 (9.4%) of the patients presented with metastatic disease. The most common locations for metastasis at presentation were lung (6.0%), followed by bone (5.1%) and liver (3.4%). Based on the unadjusted logistic regression analysis, patients had the highest odds of metastatic disease at presentation if they had a tumor located in the sacrococcygeal area (OR = 1.72; 95% CI, 1.11-2.68; p = .015), a tumor with a dedifferentiated histological subtype (OR = 7.42; 95% CI, 2.31-23.79; p = .001) and a tumor size greater than 10 cm (OR = 4.57; 95% CI, 2.52-8.28; p = .009). Only the histological subtype remained significant when combined in a multivariate model controlling for age, sex, race, tumor location, histology, and size. For patients with recorded tumor size information (n = 858), the odds of metastasis at presentation increased by 12.2% with each additional centimeter of tumor size (OR = 1.122; 95% CI, 1.072-1.175; p < .0001). However, this lost significance in the multivariate model. Advanced age (hazard ratio, 2.06; 95% confidence interval, (1.18-3.60); p = .011) and dedifferentiated subtype (hazard ratio, 4.7; 95% confidence interval, (1.33-16.8); p = .02) were significant prognostic factors for survival in patients with metastatic chordoma. Conclusions Chordoma patients with dedifferentiated histological subtype were more likely to have metastatic disease at presentation. Advanced age and dedifferentiated histological subtype were independent predictors of increased mortality in patients with metastatic chordoma. Identification of this high-risk group may help providers in counseling their patients regarding the likelihood of discovering metastatic disease at the time of diagnosis of chordoma and predicting long term prognosis.
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Affiliation(s)
- Ari R. Berg
- Department of Orthopaedics, Rutgers New Jersey Medical School, Newark, New Jersey, United States
| | - Gabriel Hanna
- Department of Orthopaedics, Rutgers New Jersey Medical School, Newark, New Jersey, United States
| | - Dhruv Mendiratta
- Department of Orthopaedics, Rutgers New Jersey Medical School, Newark, New Jersey, United States
| | - Ashok Para
- Department of Orthopaedics, Rutgers New Jersey Medical School, Newark, New Jersey, United States
| | - Matthew Michel
- Department of Orthopaedics, Rutgers New Jersey Medical School, Newark, New Jersey, United States
| | - Kathleen Beebe
- Department of Orthopaedics, Rutgers New Jersey Medical School, Newark, New Jersey, United States
| | - Michael J. Vives
- Department of Orthopaedics, Rutgers New Jersey Medical School, Newark, New Jersey, United States
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AlAshqar A, Ghazarian M, Webster EM, Upadhyay A, Azodi M, Schwartz PE, Ratner E, Altwerger G. Surgical and oncologic outcomes in surgically treated women 80 years and older with endometrioid endometrial cancer as a function of their comorbidities. Gynecol Oncol Rep 2023; 49:101240. [PMID: 37636496 PMCID: PMC10450407 DOI: 10.1016/j.gore.2023.101240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 07/06/2023] [Accepted: 07/09/2023] [Indexed: 08/29/2023] Open
Abstract
Objective To describe the surgical and oncologic outcomes in surgically treated oldest old women (≥80 years) with endometrioid endometrial cancer as a function of their comorbidities. Methods In this retrospective cohort study, patients aged 80-99 years who underwent surgical management of stage I endometrioid endometrial cancer between 2006 and 2018 were included. Low- and high-intermediate risk disease was defined using the Gynecologic Oncology Group-99 criteria. The validated, Combined Age-Charlson Comorbidity Index (CA-CCI) was used to quantify comorbidity burden. Logistic regression was used to identify the independent predictors of various surgical and oncologic outcomes. Kaplan-Meier survival analysis was performed to compare survival distributions based on mortality cause and comorbidity status. Results We identified 64 women who met the eligibility criteria. Median age was 84 years (IQR 80, 94 years). Among oldest old women undergoing a hysterectomy with or without lymph node dissection, women with a CA-CCI score of ≥7 had an 8 times higher risk of postoperative infections compared with oldest old women with a <7 score (95% CI 1.53-48.91, P = 0.015). Women with a CA-CCI score of ≥8 were 45% less likely to survive at 3 years (aRR 0.55, 95% CI 0.004-0.87; P = 0.039) than those with a lower CA-CCI score (three-year overall survival 73% vs 96%). Conclusion Surgical and oncologic outcomes in oldest old women with early stage endometrioid endometrial cancer are largely determined by comorbidity status. Less comorbid women (CA-CCI score < 8) had a significantly higher five-year survival at 87% than their more comorbid counterparts. Use of age-comorbidity risk scoring such as CA-CCI, preoperative optimization, and careful selection for and counseling of patients about surgical treatment are paramount in providing optimal recovery and survival advantages in the oldest old.
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Affiliation(s)
- Abdelrahman AlAshqar
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT, United States
| | - Maddie Ghazarian
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT, United States
| | - Emily M. Webster
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT, United States
| | - Animesh Upadhyay
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT, United States
| | - Masoud Azodi
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT, United States
| | - Peter E. Schwartz
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT, United States
| | - Elena Ratner
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT, United States
| | - Gary Altwerger
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT, United States
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Rashid N, Begier E, Lin KJ, Yu H. Culture-Confirmed Staphylococcus aureus Infection after Elective Hysterectomy: Burden of Disease and Risk Factors. Surg Infect (Larchmt) 2019; 21:169-178. [PMID: 31580776 DOI: 10.1089/sur.2019.043] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Background: Our study sought to describe the incidence of culture-confirmed postsurgical Staphylococcus aureus infection after elective hysterectomy and evaluate patient characteristics, risk factors, and economic consequences associated with Staphylococcus aureus infection. Methods: This was a retrospective cohort study of patients in the United States (≥18 years old; Kaiser Permanente health plan members) who underwent elective hysterectomy from 2007 to 2013. Hysterectomies were categorized by surgical setting (inpatient vs. outpatient) and procedure (abdominal, laparoscopic, or vaginal). We estimated the cumulative incidence of culture-confirmed Staphylococcus aureus infection (90 days post-surgery) and compared healthcare resource utilization and costs (within 120 days post-surgery) among patients with/without Staphylococcus aureus infection or with other infection. Results: Among 30,960 patients identified, 20,675 underwent inpatient hysterectomy (abdominal: 47.8%; laparoscopic: 24.8%; vaginal: 27.3%), and 10,285 underwent outpatient hysterectomy (laparoscopic: 86.1%; vaginal: 13.9%). The incidence of culture-confirmed Staphylococcus aureus infection was 0.8% and 0.4% for inpatient (abdominal: 1.2%; laparoscopic: 0.5%; vaginal: 0.2%) and outpatient (laparoscopic: 0.5%; vaginal: 0.1%) surgery, respectively. Patients with Staphylococcus aureus infection had more emergency department visits, hospitalizations, and re-operations compared with patients without infection or with non-Staphylococcus aureus infection. Mean total costs for patients with Staphylococcus aureus infection were higher (inpatient: $18,261; outpatient: $4,422) compared with patients without infection (inpatient: $6,171; p < 0.0001; outpatient: $905; p = 0.0023) or non-Staphylococcus aureus infection (inpatient: $11,207; p = 0.0117; outpatient: $3,005; p = 0.2117). Conclusions: Culture-confirmed postsurgical Staphylococcus aureus infection incidence was predominately associated with procedure type rather than surgical setting. Patients with post-surgical Staphylococcus aureus infection had higher health care utilization and costs than those without infection or with other infection types. Additional effective infection control strategies are needed to reduce the morbidity and costs associated with Staphylococcus aureus infection.
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Affiliation(s)
- Nazia Rashid
- Kaiser Permanente Southern California, Drug Information Services Research Group, Downey, California
| | | | - Kathy J Lin
- Kaiser Permanente Southern California, Drug Information Services Research Group, Downey, California
| | - Holly Yu
- Pfizer Inc, Outcomes & Evidence, Global Health & Value, New York, New York
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Cheng B, Tian J, Peng Y, Fu X. Iatrogenic wounds: a common but often overlooked problem. BURNS & TRAUMA 2019; 7:18. [PMID: 31165077 PMCID: PMC6544969 DOI: 10.1186/s41038-019-0155-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Accepted: 04/09/2019] [Indexed: 01/06/2023]
Abstract
Iatrogenic wounds are a common but often overlooked concept. They can lead to increases in hospital stays, therapy costs, repeat surgeries, and implant removal. If not handled properly, these wounds have a very poor prognosis and will cause serious physical and psychological harm to patients, which may result in medicolegal disputes. In recent years, the incidence of iatrogenic wounds has increased because of (1) an increase in the population of older people owing to increased life expectancy, (2) the continued expansion of surgical indications, (3) an increase in difficult surgeries, and (4) the constant emergence and application of new implantable biomaterials and other therapies. Thus, there is a pressing clinical need to improve the therapy of iatrogenic wounds. However, the difficulty in treating these wounds is considerable due to the emergence of drug-resistant bacteria, the high number of patients with metabolic diseases, and complex complications in patients. In particular, iatrogenic wounds caused by surgical site infections due to implantable biomaterials could lead to material leakage and conflicts regarding whether to retain or remove the implants. This review provides a definition of iatrogenic wounds, describes their characteristics, classifies them, and provides information about the importance of analyzing iatrogenic wounds. We hope that this review will provide useful information for the diagnosis and treatment of iatrogenic wounds and help to reduce their incidence in the future.
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Affiliation(s)
- Biao Cheng
- Department of Plastic Surgery, General Hospital of Southern Theater Command of PLA, 111 Liuhua Road, Guangzhou, 510010 Guangdong People’s Republic of China
- Department of Plastic Surgery and the Key Laboratory of Trauma Treatment and Tissue Repair of Tropical Area, PLA, Guangzhou, People’s Republic of China
| | - Ju Tian
- Department of Plastic Surgery, General Hospital of Southern Theater Command of PLA, 111 Liuhua Road, Guangzhou, 510010 Guangdong People’s Republic of China
- Department of Plastic Surgery, Zhongshan City People’s Hospital, Zhongshan, 528400 Guangdong People’s Republic of China
| | - Yan Peng
- Department of Orthopaedics and Traumatology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 21 Sassoon Road, Pokulam, Hong Kong SAR People’s Republic of China
| | - Xiaobing Fu
- Wound Healing Unit, The First Affiliated Hospital, General Hospital of PLA, 51 Fu Cheng Road, Beijing, 100048 People’s Republic of China
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Chlorhexidine-Alcohol Compared With Povidone-Iodine for Preoperative Topical Antisepsis for Abdominal Hysterectomy. Obstet Gynecol 2017; 130:319-327. [DOI: 10.1097/aog.0000000000002130] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Abstract
OBJECTIVE To evaluate associations between prophylactic preoperative antibiotic choice and surgical site infection rates after hysterectomy. METHODS A retrospective cohort study was performed of patients in the Michigan Surgical Quality Collaborative undergoing hysterectomy from July 2012 to February 2015. The primary outcome was a composite outcome of any surgical site infection (superficial surgical site infections or combined deep organ space surgical site infections). Preoperative antibiotics were categorized based on the recommendations set forth by the American College of Obstetricians and Gynecologists and the Surgical Care Improvement Project. Patients receiving a recommended antibiotic regimen were categorized into those receiving β-lactam antibiotics and those receiving alternatives to β-lactam antibiotics. Patients receiving nonrecommended antibiotics were categorized into those receiving overtreatment (excluded from further analysis) and those receiving nonstandard antibiotics. Multivariable logistic regression models were developed to estimate the independent effect of antibiotic choice. Propensity score matching analysis was performed to validate the results. RESULTS The study included 21,358 hysterectomies. The overall rate of any surgical site infection was 2.06% (n=441). Unadjusted rates of "any surgical site infection" were 1.8%, 3.1%, and 3.7% for β-lactam, β-lactam alternatives, and nonstandard groups, respectively. After adjusting for patient and operative factors within clusters of hospitals, compared with the β-lactam antibiotics (reference group), the risk of "any surgical site infection" was higher for the group receiving β-lactam alternatives (odds ratio [OR] 1.7, confidence interval [CI] 1.27-2.07) or the nonstandard antibiotics (OR 2.0, CI 1.31-3.1). CONCLUSION Compared with women receiving β-lactam antibiotic regimens, there is a higher risk of surgical site infection after hysterectomy among those receiving a recommended β-lactam alternative or nonstandard regimen.
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Bacterial Epidemiology and Antimicrobial Resistance in the Surgery Wards of a Large Teaching Hospital in Southern Italy. Mediterr J Hematol Infect Dis 2015; 7:e2015040. [PMID: 26075047 PMCID: PMC4450648 DOI: 10.4084/mjhid.2015.040] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2015] [Accepted: 05/17/2015] [Indexed: 11/09/2022] Open
Abstract
Objectives Surgical infections represent an increasingly important problem for the National Health System. In this study we retrospectively evaluated the bacterial epidemiology and antimicrobial susceptibility of the microorganisms concerned as well as the utilization of antibiotics in the General and Emergency Surgery wards of a large teaching hospital in southern Italy in the period 2011–2013. Methods Data concerning non-duplicate bacterial isolates and antimicrobial susceptibility were retrieved from the Vitek 2 database. The pharmacy provided data about the consumption of antibiotics in the above reported wards. Chi-square or Fisher’s exact test were used. Results In all, 94 Gram-negative were isolated in 2011, 77 in 2012, and 125 in 2013, Escherichia coli, Acinetobacter baumannii and Pseudomonas aeruginosa always being the most frequently isolated microorganisms. A. baumannii showed high rates of resistance to carbapenems (with values of 100% in 2011 and 2012) and low rates of resistance to tigecycline, colistin and amikacin. In the same years, there were respectively 105, 93, and 165 Gram-positive isolated. The rate of MRSA isolates ranged from 66% to 75% during the study period. Conclusions Our results show no significant increase in antimicrobial resistance over the period in question, and a higher rate of both MRSA isolates and resistance to carbapenems in A. baumannii compared with other European data.
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Yang I, Ung N, Nagasawa DT, Pelargos P, Choy W, Chung LK, Thill K, Martin NA, Afsar-Manesh N, Voth B. Recent Advances in the Patient Safety and Quality Initiatives Movement. Neurosurg Clin N Am 2015; 26:301-15, xi. [DOI: 10.1016/j.nec.2014.11.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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Skin and Skin Structure Infections in Older Adults. CURRENT GERIATRICS REPORTS 2015. [DOI: 10.1007/s13670-014-0113-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Scherrer CB, Mannion AF, Kyburz D, Vogt M, Kramers-de Quervain IA. Infection risk after orthopedic surgery in patients with inflammatory rheumatic diseases treated with immunosuppressive drugs. Arthritis Care Res (Hoboken) 2014; 65:2032-40. [PMID: 23861140 DOI: 10.1002/acr.22077] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2012] [Accepted: 07/04/2013] [Indexed: 12/14/2022]
Abstract
OBJECTIVE The influence of specific medications on the risk of postoperative infection in patients with rheumatoid arthritis and other inflammatory rheumatic diseases (IRDs) remains unclear. This retrospective study examined the risk of postoperative infection at the site of surgery in patients treated with immunosuppressive drugs (including biologic agents) undergoing different types of orthopedic surgery. METHODS The study included 50,359 cases of orthopedic surgery performed in our hospital between 2000 and 2008. The primary outcome was operation-related infection. IRD patients were compared with those with degenerative or posttraumatic disorders, and in IRD patients, the effect of immunosuppressive medication, specifically tumor necrosis factor α (TNFα) inhibitors and their preoperative management, was examined. RESULTS There were 373 operation-related infections (0.8%) of 47,887 cases in the degenerative/posttraumatic group and 49 (2.0%) of 2,472 in the IRD group (higher infection rate in the IRD group; odds ratio [OR] 2.58 [95% confidence interval (95% CI) 1.91-3.48], P < 0.001). In the IRD group, elbow and foot surgery had the highest infection rates. The risk of infection was significantly increased in patients taking multiple conventional disease-modifying antirheumatic drugs (DMARDs; OR 2.49 [95% CI 1.06-5.84], P = 0.036) or TNFα inhibitors (OR 2.54 [95% CI 1.08-5.97], P = 0.032). The risk was especially high (6 [12%] of 49) if the last dose of TNFα inhibitor was given <1 administration interval before surgery. CONCLUSION The risk of postoperative infection was elevated in patients with IRDs, especially those taking >1 conventional DMARD or TNFα inhibitors. It may be advisable to consider stopping TNFα inhibitors ≥1 administration interval before surgery, since the risk of postoperative infection appears to be higher if the operation occurs within this period.
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Abstract
Wound infection significantly increases the cost of wound care and has significant detrimental effects on patients' quality of life. It is imperative that all health-care professionals are able to promptly recognise and assess for wound infection and initiate effective management. Clinicians must be able to recognise the different levels of bacterial bioburden and to act accordingly. This article provides clear guidance for recognising an infected wound, understanding the different levels of wound bioburden and practical guidance on different forms and appropriateness of antimicrobial agents.
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A methodological systematic review on surgical site infections following spinal surgery: part 1: risk factors. Spine (Phila Pa 1976) 2012; 37:2017-33. [PMID: 22565388 DOI: 10.1097/brs.0b013e31825bfca8] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN A methodological systematic review. OBJECTIVE To critically appraise the validity of risk factors for surgical site infection (SSI) after spinal surgery. SUMMARY OF BACKGROUND DATA SSIs lead to higher morbidity, mortality, and increased health care costs. Understanding which factors lead to an increased risk of SSI is important for the development of prophylactic protocols to counter this risk. To date, however, no review appraising the methodological quality of studies evaluating risk factors for spinal SSIs has been published. METHODS Contemporary studies identifying risk factors for SSI after spinal surgery were searched through the Medline and EMBASE databases (January 2001 to December 2010). References were retrieved and bias-prone study features were abstracted individually and independently by 2 authors. RESULTS Twenty-four eligible studies were identified, including 9 (nested) case-control studies and 15 case series. Included studies covered wide variations of indications and surgical procedures. A total of 73 different types of factors were evaluated for the risk of an SSI of which 34 (47%) were reported to be significantly related to at least 1 study. Only the following risk factors-diabetes mellitus, obesity, and previous SSI-were confirmed more often (n = 11, 8, and 3, respectively) as a significant risk factor for an SSI than they were disproved (n = 7, 6, and 1, respectively). Various sources of heterogeneity were observed, including patient selection, selection and analysis of putative risk factors, and definitions of SSI outcomes. CONCLUSION There is an abundance of conflicting data on risk factors for SSI after spinal surgery. Given various sources of heterogeneity observed in observational literature, there is a paucity of solid evidence for the proof of robust risk factors. The authors recommend the introduction, validation, and use of a standardized set of strongly justified eligibility criteria and well-defined candidate risk factors and spinal SSI outcomes.
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Cunha TFS, Soares Melancia TA, Zagalo Fernandes Ribeiro CM, Almeida de Brito JA, Abreu Miguel SS, André Abreu Esteves Bogalhão do Casal D. Risk factors for surgical site infection in cervico-facial oncological surgery. J Craniomaxillofac Surg 2012; 40:443-8. [DOI: 10.1016/j.jcms.2011.07.019] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2011] [Revised: 07/26/2011] [Accepted: 07/30/2011] [Indexed: 11/16/2022] Open
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Dipaola CP, Saravanja DD, Boriani L, Zhang H, Boyd MC, Kwon BK, Paquette SJ, Dvorak MFS, Fisher CG, Street JT. Postoperative infection treatment score for the spine (PITSS): construction and validation of a predictive model to define need for single versus multiple irrigation and debridement for spinal surgical site infection. Spine J 2012; 12:218-30. [PMID: 22386957 DOI: 10.1016/j.spinee.2012.02.004] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2011] [Revised: 09/22/2011] [Accepted: 02/07/2012] [Indexed: 02/08/2023]
Abstract
BACKGROUND CONTEXT There is very little evidence to guide treatment of patients with spinal surgical site infection (SSI) who require irrigation and debridement (I&D) in deciding need for single or multiple I&Ds or more complex wound management such as vacuum-assisted closure dressing or soft-tissue flaps. PURPOSE The purpose of this study was to build a predictive model that stratifies patients with spinal SSI, allowing us to determine which patients will need single versus multiple I&D. The model will be validated and will serve as evidence to support a scoring system to guide treatment. STUDY DESIGN A consecutive series of 128 patients from a tertiary spine center (collected from 1999 to 2005) who required I&D for spinal SSI were studied based on data from a prospectively collected outcomes database. METHODS More than 30 variables were identified by extensive literature review as possible risk factors for SSI and tested as possible predictors of risk for multiple I&D. Logistic regression was conducted to assess each variable's predictability by a "bootstrap" statistical method. A prediction model was built in which single or multiple I&D was treated as the "response" and risk factors as "predictors." Next, a second series of 34 different patients meeting the same criteria as the first population were studied. External validation of the predictive model was performed by applying the model to the second data set, and predicted probabilities were generated for each patient. Receiver operating characteristic curves were constructed, and the area under the curve (AUC) was calculated. RESULTS Twenty-four of one hundred twenty-eight patients with spinal SSI required multiple I&D. Six predictors: anatomical location, medical comorbidities, specific microbiology of the SSI, the presence of distant site infection (ie, urinary tract infection or bacteremia), the presence of instrumentation, and the bone graft type proved to be the most reliable predictors of need for multiple I&D. Internal validation of the predictive model yielded an AUC of 0.84. External validation analysis yielded AUC of 0.70 and 95% confidence interval of 0.51 to 0.89. By setting a probability cutoff of .24, the negative predictive value (NPV) for multiple I&D was 0.77 and positive predictive value (PPV) was 0.57. A probability cutoff of .53 yielded a PPV of 0.85 and NPV of 0.46. CONCLUSIONS Patients with positive methicillin-resistant Staphylococcus aureus culture or those with distant site infection such as bacteremia were strong predictors of need for multiple I&D. Presence of instrumentation, location of surgery in the posterior lumbar spine, and use of nonautograft bone graft material predicted multiple I&D. Diabetes also proved to be the most significant medical comorbidity for multiple I&D. The validation of this predictive model revealed excellent PPV and good NPV with appropriately chosen probability cutoff points. This study forms the basis for an evidence-based classification system, the Postoperative Infection Treatment Score for the Spine that stratifies patients who require surgery for SSI, based on specific spine, patient, infection, and surgical factors to assess a low, indeterminate, and high risk for the need for multiple I&D.
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Affiliation(s)
- Christian P Dipaola
- Department of Orthopaedics, University of Massachusetts Medical Center, Worcester, MA 01605, USA.
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Shuman EK, Malani PN. Preventing surgical site infections in older adults: the need for a new approach. ACTA ACUST UNITED AC 2008. [DOI: 10.2217/1745509x.4.6.567] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Affiliation(s)
- Emily K Shuman
- University of Michigan Health System, Department of Internal Medicine, Divisions of Infectious Diseases, 1500 E Medical Center Drive, Ann Arbor, MI 48109, USA
| | - Preeti N Malani
- University of Michigan Health System, Department of Internal Medicine, Divisions of Infectious Diseases & Geriatric Medicine, 1500 E Medical Center Drive, Ann Arbor, MI 48109, USA and, Veterans Affairs Healthcare System, 2215 Fuller Road, Ann Arbor, MI 48105, USA and, Geriatric Research Education & Clinical Center
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