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Gliedt JA, Gruttke J, Jones A, King J, Spector AL, Daniels CJ, Wang MC. A description of serious adverse events following spinal manipulative therapy for adults with history of spine surgery: a single institution retrospective chart review. J Man Manip Ther 2025:1-11. [PMID: 40317216 DOI: 10.1080/10669817.2025.2501054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 04/25/2025] [Indexed: 05/07/2025] Open
Abstract
OBJECTIVES The purpose of this study was to describe patient demographics and medical history, clinical care characteristics, and short-term serious adverse events associated with SMT in adults with prior spine surgery. METHODS This study was a retrospective chart review of adult (at least 18 years of age) patients with any prior spine surgery who underwent SMT between January 2010 and December 2021 at an academic medical center in the United States. Eligible charts were reviewed, and data were extracted and transcribed onto an a priori Microsoft Excel data extraction tool. Adverse events were defined as vertebral artery dissection, cauda equina syndrome, fracture in the location of SMT, or spine surgery hardware failure in the same spinal region of SMT within 10-days following SMT. RESULTS A total of 418 unique patient's charts were eligible for review. The mean patient age was 50.6 years. The majority of patients were female (52.6%), White (90.7%), and non-Hispanic (97.8%). The most common types of spine surgeries were lumbar fusion (28.7%), cervical fusion (27.8%), and lumbar discectomy with laminectomy/foraminotomy (34.7%). The median time after surgery to first SMT was 311 days. There were no short-term incidents of vertebrobasilar/cervical artery injury, acute cauda equina, fractures in the same region of SMT application, or hardware failure. CONCLUSION There were no incidents of serious adverse events in the short-term following SMT in individuals with prior spine surgery in this study. Findings from this study aid in evaluating the safety profile of SMT for patients with prior spine surgery. In addition, findings contribute to the development of future high-quality study designs for investigating the clinical effectiveness of SMT in this patient population.
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Affiliation(s)
- Jordan A Gliedt
- Medical College of Wisconsin, Department of Neurosurgery, Milwaukee, WI, USA
| | - Jacob Gruttke
- School of Rehabilitation Sciences and Technology, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | | | - Jeff King
- Medical College of Wisconsin, Department of Neurosurgery, Milwaukee, WI, USA
| | - Antoinette L Spector
- Department of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Clinton J Daniels
- VA Puget Sound Health Care System, Tacoma, WA, USA
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Marjorie C Wang
- Medical College of Wisconsin, Department of Neurosurgery, Milwaukee, WI, USA
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2
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Tavanaei R, Ansari A, Hatami A, Heidari MJ, Dehghani M, Hajiloo A, Khorasanizadeh M, Margetis K. Postoperative complications of anterior cervical discectomy and fusion: A comprehensive systematic review and meta-analysis. NORTH AMERICAN SPINE SOCIETY JOURNAL 2025; 21:100596. [PMID: 40145067 PMCID: PMC11938155 DOI: 10.1016/j.xnsj.2025.100596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/11/2025] [Revised: 02/05/2025] [Accepted: 02/06/2025] [Indexed: 03/28/2025]
Abstract
Background Anterior cervical discectomy and fusion (ACDF) is one of the most frequently performed spine procedures for different indications in the cervical spine. Various postoperative complications have been reported following the ACDF. This systematic review and meta-analysis aimed to calculate the incidence rate of different postoperative complications associated with ACDF surgery and also identify underlying risk factors for each complication. Methods A systematic review of the literature was performed in PubMed/MEDLINE, Embase, and the Cochrane Library for observational studies published between January 1996 and March 2023 and reporting postoperative complications associated with ACDF. Randomized controlled trials and interventional investigations were not included in this study. Meta-regression was also performed using generalized linear mixed models with a binomial probability distribution on various potential predicting factors. Results A total of 222 studies reporting the rate of complications associated with ACDF in 50,584 patients were included in the present study. The overall postoperative complication rate was 16%. The most common complications were excessive neck swelling (11.3%), pseudarthrosis (10.0%), dysphagia (9.5%), cage/graft subsidence (9.4%), worsening myelopathy (7.7%), and hoarseness (2.3%). The rate of nonhome discharge, readmission, and mortality were 13.8%, 3.7%, and 0.1% respectively. Based on meta-regression, more levels of fusion and increased age were significantly associated with an increase in the pooled overall postoperative complication rate. Moreover, the rate of some postoperative complications was significantly associated with a number of perioperative characteristics. Conclusions To our knowledge, this study has been the most extensive meta-analysis conducted on the existing literature regarding ACDF-related complications and potential risk factors. However, future high-quality prospective studies or clinical trials are highly required to provide further evidence and also validate the present findings.
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Affiliation(s)
- Roozbeh Tavanaei
- Functional Neurosurgery Research Center, Shohada Tajrish Comprehensive Neurosurgical Center of Excellence, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ali Ansari
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Amirali Hatami
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
- Student Research Committee, Lorestan University of Medical Sciences, Khorramabad, Iran
| | | | | | - Ahmad Hajiloo
- Student Research Committee, Lorestan University of Medical Sciences, Khorramabad, Iran
| | - MirHojjat Khorasanizadeh
- Department of Neurosurgery, Mount Sinai Hospital, Icahn School of Medicine, New York City, NY, United States
| | - Konstantinos Margetis
- Department of Neurosurgery, Mount Sinai Hospital, Icahn School of Medicine, New York City, NY, United States
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Reyes JL, Geraghty E, Coury JR, Arvind V, Luzzi AJ, Mastroianni MA, Morrissette CR, Obana KO, Trofa DP, Ahmad CS, Sardar ZM, Lehman RA, Lombardi JM. Return-to-Play Outcomes in Elite Athletes After Cervical and Lumbar Motion Preservation Spine Surgery: A Systematic Review. Spine (Phila Pa 1976) 2025; 50:122-128. [PMID: 39328182 DOI: 10.1097/brs.0000000000005164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 09/12/2024] [Indexed: 09/28/2024]
Abstract
STUDY DESIGN Systematic review. OBJECTIVE The primary purpose of this article was to survey the present literature and report on return-to-play (RTP) outcomes in elite athletes after undergoing motion preservation spinal surgery (MPSS). BACKGROUND For elite performance, athletes require adequate mobility throughout the trunk, torso, and spine to achieve maximal force production. Therefore, elite athletes who have failed conservative treatment may seek to undergo motion-preserving surgical options, such as total disc arthroplasty and lumbar microdiscectomy. Individual studies have reported on RTP outcomes following individual motion preservation surgical procedures, but no systematic reviews have formally reported on RTP outcomes, postoperative performance, and reoperation rates on these procedures in elite athletes. MATERIALS AND METHODS A systematic review was conducted from inception until February 2024 according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. One reviewer queried PubMed for relevant studies that reported on RTP outcomes in elite athletes after MPSS based on title and abstract (n = 1404). After the original search query, an additional reviewer screened full-length articles. A total of 11 studies met the inclusion criteria. Special consideration was given to RTP rates, postoperative performance, and reoperation rates. RESULTS A total of 612 elite athletes from the National Basketball Association, Major League Baseball, National Football League, National Hockey League, and other professional sporting organizations underwent cervical and lumbar MPSS to treat various spinal pathologies. Various motion-sparing techniques were used to treat various pathologies. After undergoing MPSS, RTP rates ranged from 75% to 100% for lumbar cases and 83.3% to 100% for cervical cases. Postoperative performance varied with some athletes performing at the same level before surgery and some performing at a decreased level. CONCLUSIONS MPSS is a feasible option when properly indicated. Future studies are needed to compare return to sport rates, postoperative performance, and reoperation rates between MPSS to spinal arthrodesis.
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Affiliation(s)
- Justin L Reyes
- Department of Orthopaedic Surgery, NewYork-Presbyterian Och Spine Hospital/Columbia University Medical Center, New York, NY
| | - Elisabeth Geraghty
- Department of Orthopaedic Surgery, NewYork-Presbyterian Och Spine Hospital/Columbia University Medical Center, New York, NY
| | - Josephine R Coury
- Department of Orthopaedic Surgery, NewYork-Presbyterian Och Spine Hospital/Columbia University Medical Center, New York, NY
| | - Varun Arvind
- Department of Orthopaedic Surgery, NewYork-Presbyterian Och Spine Hospital/Columbia University Medical Center, New York, NY
- Department of Orthopaedic Surgery, Center for Shoulder, Elbow, and Sports Medicine, Columbia University Medical Center, New York, NY
| | - Andrew J Luzzi
- Department of Orthopaedic Surgery, NewYork-Presbyterian Och Spine Hospital/Columbia University Medical Center, New York, NY
| | - Michael A Mastroianni
- Department of Orthopaedic Surgery, NewYork-Presbyterian Och Spine Hospital/Columbia University Medical Center, New York, NY
- Department of Orthopaedic Surgery, Center for Shoulder, Elbow, and Sports Medicine, Columbia University Medical Center, New York, NY
| | - Cole R Morrissette
- Department of Orthopaedic Surgery, NewYork-Presbyterian Och Spine Hospital/Columbia University Medical Center, New York, NY
- Department of Orthopaedic Surgery, Center for Shoulder, Elbow, and Sports Medicine, Columbia University Medical Center, New York, NY
| | - Kyle O Obana
- Department of Orthopaedic Surgery, NewYork-Presbyterian Och Spine Hospital/Columbia University Medical Center, New York, NY
- Department of Orthopaedic Surgery, Center for Shoulder, Elbow, and Sports Medicine, Columbia University Medical Center, New York, NY
| | - David P Trofa
- Department of Orthopaedic Surgery, Center for Shoulder, Elbow, and Sports Medicine, Columbia University Medical Center, New York, NY
| | - Christopher S Ahmad
- Department of Orthopaedic Surgery, Center for Shoulder, Elbow, and Sports Medicine, Columbia University Medical Center, New York, NY
| | - Zeeshan M Sardar
- Department of Orthopaedic Surgery, NewYork-Presbyterian Och Spine Hospital/Columbia University Medical Center, New York, NY
| | - Ronald A Lehman
- Department of Orthopaedic Surgery, NewYork-Presbyterian Och Spine Hospital/Columbia University Medical Center, New York, NY
| | - Joseph M Lombardi
- Department of Orthopaedic Surgery, NewYork-Presbyterian Och Spine Hospital/Columbia University Medical Center, New York, NY
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Pahuta M, Sarraj M, Busse J, Guha D, Bhandari M. Nonoperative Care Versus Surgery for Degenerative Cervical Myelopathy: An Application of a Health Economic Technique to Simulate Head-to-Head Comparisons. JB JS Open Access 2024; 9:e23.00166. [PMID: 39574781 PMCID: PMC11575992 DOI: 10.2106/jbjs.oa.23.00166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2024] Open
Abstract
Background Degenerative cervical myelopathy (DCM) occurs when spondylotic changes compress the spinal cord and cause neurologic dysfunction. Because of a lack of comparative data on nonoperative care versus surgery for DCM, it has been difficult to support patients through the shared decision-making process regarding treatment options. Our objective was to synthesize the best available data in a manner that helps clinicians and patients to weigh the differences between nonoperative care and surgery at different ages and disease severity. The 2 patient-centered questions we sought to answer were (1) "am I more likely to experience worsening myelopathy with nonoperative care, or need more surgery if I have my myelopathy treated operatively?" and (2) "how much better will my quality of life be with nonoperative care versus surgery?" Methods We used a health economic technique, microsimulation, to model head-to-head comparisons of nonoperative care versus surgery for DCM. We incorporated the best available data, modeled patients over a lifetime horizon, used direct comparators, and incorporated uncertainty in both natural history and treatment effect. Results Patients with mild DCM at baseline who were ≥75 years of age were less likely to neurologically decline under nonoperative care than to undergo a second surgery if the index surgery was an anterior cervical discectomy and fusion (ACDF), cervical disc arthroplasty (ADR), or posterior cervical decompression and instrumented fusion (PDIF). Using quality-adjusted life-years (QALYs), our results suggest that surgery for DCM may be superior to nonoperative care. However, for all patients except those with severe DCM who are of middle age or younger (depending on the procedure, ≤50 to ≤60 years of age), the lower bound of the 95% confidence interval for the estimated difference in QALYs was <0. Conclusions In most patient groups, neurologic progression with nonoperative management is more likely than the need for additional cervical surgery following operative management, with the exception of patients 75 to 80 years of age and older with mild DCM. Furthermore, on average, surgery for DCM tends to improve quality of life. However, patients with DCM who are older than middle age should be aware that the estimates of the quality-of-life benefit are highly uncertain, with a lower bound of <0. Level of Evidence Therapeutic Level III. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Markian Pahuta
- Division of Orthopedic Surgery, Hamilton General Hospital, McMaster University, Hamilton, Ontario, Canada
| | - Mohamed Sarraj
- Division of Orthopedic Surgery, Hamilton General Hospital, McMaster University, Hamilton, Ontario, Canada
| | - Jason Busse
- Departments of Anesthesia and Health Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Daipayan Guha
- Division of Neurosurgery, Hamilton General Hospital, McMaster University, Hamilton, Ontario, Canada
| | - Mohit Bhandari
- Division of Orthopedic Surgery, Hamilton General Hospital, McMaster University, Hamilton, Ontario, Canada
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Talbot R, Higham R, Croft J, Ainsworth G, Brown S, Kelly R, Stocken D, Thomson S, Rousseau N. Rapid qualitative analysis of recruitment obstacles in the FORVAD (Posterior Cervical Foraminotomy surgery versus Anterior Cervical Discectomy surgery in the treatment of cervical brachialgia) randomised, controlled trial. Trials 2024; 25:546. [PMID: 39152476 PMCID: PMC11330054 DOI: 10.1186/s13063-024-08391-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 08/08/2024] [Indexed: 08/19/2024] Open
Abstract
BACKGROUND The number of surgical trials is increasing but such trials can be complex to deliver and pose specific challenges. A multi-centre, Phase III, RCT comparing Posterior Cervical Foraminotomy versus Anterior Cervical Discectomy and Fusion in the Treatment of Cervical Brachialgia (FORVAD Trial) was unable to recruit to target. A rapid qualitative study was conducted during trial closedown to understand the experiences of healthcare professionals who participated in the FORVAD Trial, with the aim of informing future research in this area. METHODS Semi-structured interviews were conducted with 18 healthcare professionals who had participated in the FORVAD Trial. Interviews explored participants' experiences of the FORVAD trial. A rapid qualitative analysis was conducted, informed by Normalisation Process Theory. RESULTS Four main themes were generated in the data analysis: (1) individual vs. community equipoise; (2) trial set-up and delivery; (3) identifying and approaching patients; and (4) timing of randomisation. The objectives of the FORVAD trial made sense to participants and they supported the idea that there was clinical or collective equipoise regarding the two FORVAD interventions; however, many surgeons had treatment preferences and lacked individual equipoise. The site which had most recruitment success had adopted a more structured process for identification and recruitment of patients, whereas other sites that adopted more "ad hoc" screening strategies struggled to identify patients. Randomisation on the day of surgery caused both medico-legal and practical concerns at some sites. CONCLUSIONS Organisation and implementation of a surgical trial in neurosurgery is complex and presents many challenges. Sites often reported low recruitment and discussed the logistical issues of conducting a complex surgical RCT. Future trials in neurosurgery may need to offer more flexibility and time during set-up to maximise opportunities for larger recruitment numbers. Rapid qualitative analysis informed by Normalisation Process Theory was able to quickly identify key issues with trial implementation so rapid qualitative analysis may be a useful approach for teams conducting qualitative research in trials. TRIAL REGISTRATION ISRCTN, ISRCTN reference: 10,133,661. Registered 23rd November 2018.
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Affiliation(s)
- Rebecca Talbot
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Ruchi Higham
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Julie Croft
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Gemma Ainsworth
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Sarah Brown
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Rachel Kelly
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Deborah Stocken
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Simon Thomson
- Department of Neurosurgery, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Nikki Rousseau
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK.
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Du JY, Shafi K, Blackburn CW, Chapman JR, Ahn NU, Marcus RE, Albert TJ. Elective Single-Level Primary Anterior Cervical Decompression and Fusion for Degenerative Spondylotic Cervical Myelopathy Is Associated With Decreased Resource Utilization Versus Posterior Cervical Decompression and Fusion. Clin Spine Surg 2024; 37:E317-E323. [PMID: 38409682 DOI: 10.1097/bsd.0000000000001594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 01/22/2024] [Indexed: 02/28/2024]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To compare elective single-level anterior cervical discectomy and fusion (ACDF) versus posterior cervical decompression and fusion (PCDF) for degenerative cervical myelopathy (DCM) in terms of (1) cost, (2) length of hospital stay, and (3) discharge destination in Medicare patients. A sub-analysis of potential cost drivers was also performed. BACKGROUND In the era of value-based medicine, there is substantial interest in reducing the cost of care. Both ACDF and PCDF are used to treat DCM but carry different morbidity and risk profiles that can impact hospital resource utilization. However, this has not been assessed on a national level. METHODS Patients undergoing single-level elective ACDF and PCDF surgery were identified using the 2019 Medicare Provider Analysis and Review (MedPAR) Limited Data Set (LDS) and Centers for Medicare and Medicaid Services (CMS) 2019 Impact File. Multivariate models of hospital cost of care, length of stay, and discharge destination were performed, controlling for confounders. A univariate sub-analysis of 9 revenue centers was performed. RESULTS In all, 3942 patients met the inclusion criteria. The mean cost of elective single-level cervical fusion for myelopathy was $18,084±10,783, and the mean length of stay was 2.45±2.95 d. On multivariate analysis, ACDF was independently associated with decreased cost of $5,814 ( P <0.001), shorter length of stay by 1.1 days ( P <0.001), and decreased risk of nonhome discharge destination by 58% (adjusted odds ratio: 0.422, P <0.001).On sub-analysis of 9 revenue centers, medical/surgical supply ($10,497, 44%), operating room charges ($5401, 23%), and accommodations ($3999, 17%) were the largest drivers of charge differences. CONCLUSIONS Single-level elective primary ACDF for DCM was independently associated with decreased cost, decreased hospital length of stay, and a lower rate of nonhome discharge compared with PCDF. Medical and surgical supply, operating room, and accommodation differences between ACDF and PCDF are potential areas for intervention. Increased granularity in reimbursement structures is warranted to prevent the creation of disincentives to the treatment of patients with DCM with pathology that is better addressed with PCDF. LEVEL OF EVIDENCE Level-III Retrospective Cohort Study.
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Affiliation(s)
- Jerry Y Du
- Division of Spine Surgery, Hospital for Special Surgery, New York City, NY
| | - Karim Shafi
- Division of Spine Surgery, Hospital for Special Surgery, New York City, NY
| | - Collin W Blackburn
- Department of Orthopedics, University Hospitals/Cleveland Medical Center, Cleveland, OH
| | - Jens R Chapman
- Swedish Neuroscience Institute, Swedish Medical Center, Seattle, WA
| | - Nicholas U Ahn
- Department of Orthopedics, University Hospitals/Cleveland Medical Center, Cleveland, OH
| | - Randall E Marcus
- Department of Orthopedics, University Hospitals/Cleveland Medical Center, Cleveland, OH
| | - Todd J Albert
- Division of Spine Surgery, Hospital for Special Surgery, New York City, NY
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von Glinski A, Pierre CA, Elia C, Ishak B, Godolias P, Blecher R, Detorri JR, Norvell DC, Jouppi L, Gerstmeyer J, Deem SA, Golden JB, Schildhauer TA, Oskouian RJ, Chapman JR. The Postoperative Airway Compromise Score-First Steps to Developing a Postoperative Tool for the Assessment of Upper Airway-Related Complications Following Anterior Cervical Spine Surgery. World Neurosurg 2024; 187:e714-e721. [PMID: 38692566 DOI: 10.1016/j.wneu.2024.04.156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 04/24/2024] [Indexed: 05/03/2024]
Abstract
BACKGROUND Acute upper airway compromise is a rare but catastrophic complication after anterior cervical discectomy and fusion. This study aims to develop a score to identify patients at risk of acute postoperative airway compromise (PAC). METHODS Potential risk factors for acute PAC were selected by a modified Delphi process. Ten patients with acute PAC were identified of 1466 patients who underwent elective anterior cervical discectomy and fusion between July 2014 and May 2019. A comparison group was created by a randomized selection process (non-PAC group). Factors associated with PAC and a P value of < 0.10 were entered into a logistic regression model and coefficients contributed to each risk factor's overall score. Calibration of the model was evaluated using the Hosmer-Lemeshow goodness-of-fit test. Quantitative discrimination was calculated, and the final model was internally validated with bootstrap sampling. RESULTS We identified 18 potential risk factors from our Delphi process, of which 6 factors demonstrated a significant association with airway compromise: age >65 years, current smoking status, American Society of Anesthesiologists class >2, history of a bleeding disorder, surgery of upper subaxial cervical spine (above C4), and duration of surgery >179 minutes. The final prediction model included 5 predictors with very strong performance characteristics. These 5 factors formed the PAC score, with a range from 0 to 100. A score of 20 yielded the greatest balance of sensitivity (80%) and specificity (88%). CONCLUSIONS The acute PAC score demonstrates strong performance characteristics. The PAC score might help identify patients at risk of upper airway compromise caused by surgical site abnormalities.
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Affiliation(s)
- Alexander von Glinski
- Swedish Neuroscience Institute, Swedish Medical Center, Seattle, Washington, USA; Seattle Science Foundation, Seattle, Washington, USA; Department of General and Trauma Surgery, BG University Hospital Bergmannsheil, Ruhr University Bochum, Bochum, Germany; Hansjörg Wyss Hip and Pelvic Center, Swedish Hospital, Seattle, Washington, USA; Katholisches Klinikum St. Josef, Orthopedic University Hospital Bochum, Bochum, Germany
| | - Clifford A Pierre
- Swedish Neuroscience Institute, Swedish Medical Center, Seattle, Washington, USA; Seattle Science Foundation, Seattle, Washington, USA.
| | - Christopher Elia
- Swedish Neuroscience Institute, Swedish Medical Center, Seattle, Washington, USA; Seattle Science Foundation, Seattle, Washington, USA; Department of Neurosurgery, Riverside University Health Systems, Moreno Valley, California, USA
| | - Basem Ishak
- Swedish Neuroscience Institute, Swedish Medical Center, Seattle, Washington, USA; Seattle Science Foundation, Seattle, Washington, USA
| | - Periklis Godolias
- Swedish Neuroscience Institute, Swedish Medical Center, Seattle, Washington, USA; Seattle Science Foundation, Seattle, Washington, USA; Department of Orthopedics and Trauma Surgery, St. Josef Hospital Essen-Werden, Essen, Germany
| | - Ronen Blecher
- Swedish Neuroscience Institute, Swedish Medical Center, Seattle, Washington, USA; Seattle Science Foundation, Seattle, Washington, USA
| | | | | | - Luke Jouppi
- Seattle Science Foundation, Seattle, Washington, USA
| | - Julius Gerstmeyer
- Swedish Neuroscience Institute, Swedish Medical Center, Seattle, Washington, USA; Seattle Science Foundation, Seattle, Washington, USA; Department of General and Trauma Surgery, BG University Hospital Bergmannsheil, Ruhr University Bochum, Bochum, Germany
| | - Steven A Deem
- Neurocritical Care, Swedish Neuroscience Institute, Swedish Medical Center, Seattle, Washington, USA
| | - J Blake Golden
- Division of Head and Neck Surgery, Swedish Cancer Institute, Seattle, Washington, USA
| | - Thomas A Schildhauer
- Department of General and Trauma Surgery, BG University Hospital Bergmannsheil, Ruhr University Bochum, Bochum, Germany
| | - Rod J Oskouian
- Swedish Neuroscience Institute, Swedish Medical Center, Seattle, Washington, USA; Seattle Science Foundation, Seattle, Washington, USA
| | - Jens R Chapman
- Swedish Neuroscience Institute, Swedish Medical Center, Seattle, Washington, USA; Seattle Science Foundation, Seattle, Washington, USA
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8
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Schonfeld E, Shah A, Johnstone TM, Rodrigues A, Morris GK, Stienen MN, Veeravagu A. Deep Learning Prediction of Cervical Spine Surgery Revision Outcomes Using Standard Laboratory and Operative Variables. World Neurosurg 2024; 185:e691-e699. [PMID: 38408699 DOI: 10.1016/j.wneu.2024.02.112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 02/20/2024] [Indexed: 02/28/2024]
Abstract
BACKGROUND Cervical spine procedures represent a major proportion of all spine surgery. Mitigating the revision rate following cervical procedures requires careful patient selection. While complication risk has successfully been predicted, revision risk has proven more challenging. This is likely due to the absence of granular variables in claims databases. The objective of this study was to develop a state-of-the-art model of revision prediction of cervical spine surgery using laboratory and operative variables. METHODS Using the Stanford Research Repository, patients undergoing a cervical spine procedure between 2016 and 2022 were identified (N = 3151), and recent laboratory values were collected. Patients were classified into separate cohorts by revision outcome and time frame. Machine and deep learning models were trained to predict each revision outcome from laboratory and operative variables. RESULTS Red blood cell count, hemoglobin, hematocrit, mean corpuscular hemoglobin concentration, red blood cell distribution width, platelet count, carbon dioxide, anion gap, and calcium all were significantly associated with ≥1 revision cohorts. For the prediction of 3-month revision, the deep neural network achieved an area under the receiver operating characteristic curve of 0.833. The model demonstrated increased performance for anterior versus posterior and arthrodesis versus decompression procedures. CONCLUSIONS Our deep learning approach successfully predicted 3-month revision outcomes from demographic variables, standard laboratory values, and operative variables in a cervical spine surgery cohort. This work used standard laboratory values and operative codes as meaningful predictive variables for revision outcome prediction. The increased performance on certain procedures evidences the need for careful development and validation of one-size-fits-all risk scores for spine procedures.
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Affiliation(s)
- Ethan Schonfeld
- Neurosurgery Artificial Intelligence Lab, Stanford University School of Medicine, Stanford, California, USA.
| | - Aaryan Shah
- Neurosurgery Artificial Intelligence Lab, Stanford University School of Medicine, Stanford, California, USA
| | - Thomas Michael Johnstone
- Neurosurgery Artificial Intelligence Lab, Stanford University School of Medicine, Stanford, California, USA
| | - Adrian Rodrigues
- Neurosurgery Artificial Intelligence Lab, Stanford University School of Medicine, Stanford, California, USA
| | - Garret K Morris
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Martin N Stienen
- Department of Neurosurgery & Spine Center of Eastern Switzerland, Kantonsspital St. Gallen, St. Gallen Medical School, St. Gallen, Switzerland
| | - Anand Veeravagu
- Neurosurgery Artificial Intelligence Lab, Stanford University School of Medicine, Stanford, California, USA; Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA
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9
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Kalagara R, Asfaw ZK, Carr M, Quinones A, Downes MH, Vasan V, Li T, McCarthy L, Hrabarchuk EI, Genadry L, Schupper AJ, DeMaria S, Gal JS, Choudhri TF. Clinical Considerations and Outcomes for Spine Surgery Patients with a History of Transplant: A Systematic Scoping Review. World Neurosurg 2024; 183:94-105. [PMID: 38123131 DOI: 10.1016/j.wneu.2023.12.071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 12/12/2023] [Indexed: 12/23/2023]
Abstract
OBJECTIVE The objective of this study was to investigate the perioperative management and outcomes of patients with a prior history of successful transplantation undergoing spine surgery. METHODS We searched Medline, Embase, and Cochrane Central Register of Controlled Trials for matching reports in July 2021. We included case reports, cohort studies, and retrospective analyses, including terms for various transplant types and an exhaustive list of key words for various forms of spine surgery. RESULTS We included 45 studies consisting of 34 case reports (published 1982-2021), 3 cohort analyses (published 2005-2006), and 8 retrospective analyses (published 2006-2020). The total number of patients included in the case reports, cohort studies, and retrospective analysis was 35, 48, and 9695, respectively. The mean 1-year mortality rate from retrospective analyses was 4.6% ± 1.93%, while the prevalence of perioperative complications was 24%. Cohort studies demonstrated an 8.5% ± 12.03% 30-day readmission rate. The most common procedure performed was laminectomy (38.9%) among the case reports. Mortality after spine surgery was noted for 4 of 35 case report patients (11.4%). CONCLUSIONS This is the first systematic scoping review examining the population of transplant patients with subsequent unrelated spine surgery. There is significant heterogeneity in the outcomes of post-transplant spine surgery patients. Given the inherent complexity of managing this group and elevated mortality and complications compared to the general spine surgery population, further investigation into their clinical care is warranted.
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Affiliation(s)
- Roshini Kalagara
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
| | - Zerubabbel K Asfaw
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Matthew Carr
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Addison Quinones
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Margaret H Downes
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Vikram Vasan
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Troy Li
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Lily McCarthy
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Eugene I Hrabarchuk
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Lisa Genadry
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Alexander J Schupper
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Samuel DeMaria
- Department of Anesthesiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jonathan S Gal
- Department of Anesthesiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Tanvir F Choudhri
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Jiang EX, Castle JP, Fisk FE, Taliaferro K, Pahuta MA. Calculating ex-ante Utilities From the Neck Disability Index Score: Quantifying the Value of Care For Cervical Spine Pathology. Global Spine J 2024; 14:526-534. [PMID: 35938309 PMCID: PMC10802524 DOI: 10.1177/21925682221114284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
STUDY DESIGN General population utility valuation study. OBJECTIVE To develop a technique for calculating utilities from the Neck Disability Index (NDI) score. METHODS We recruited a sample of 1200 adults from a market research panel. Using an online discrete choice experiment (DCE), participants rated 10 choice sets based on NDI health states. A multi-attribute utility function was estimated using a mixed multinomial-logit regression model (MIXL). The sample was partitioned into a training set used for model fitting and validation set used for model evaluation. RESULTS The regression model demonstrated good predictive performance on the validation set with an AUC of .77 (95% CI: .76-.78). The regression model was used to develop a utility scoring rubric for the NDI. Regression results also revealed that participants did not regard all NDI items as equally important. The rank order of importance was (in decreasing order): pain intensity = work; personal care = headache; concentration = sleeping; driving; recreation; lifting; and lastly reading. CONCLUSIONS This study provides a simple technique for converting the NDI score to utilities and quantify the relative importance of individual NDI items. The ability to evaluate quality-adjusted life-years using these utilities for cervical spine pain and disability could facilitate economic analysis and aid in allocation of healthcare resources.
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Affiliation(s)
- Eric X. Jiang
- Department of Orthopedic Surgery, Henry Ford Hospital, Detroit, MI, USA
| | - Joshua P. Castle
- Department of Orthopedic Surgery, Henry Ford Hospital, Detroit, MI, USA
| | - Felicity E. Fisk
- Department of Orthopedic Surgery, Henry Ford Hospital, Detroit, MI, USA
| | - Kevin Taliaferro
- Department of Orthopedic Surgery, Henry Ford Hospital, Detroit, MI, USA
| | - Markian A. Pahuta
- Division of Orthopaedic Surgery, McMaster University, Hamilton, ON, Canada
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11
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Thomson S, Ainsworth G, Selvanathan S, Brown S, Croft J, Kelly R, Mujica-Mota R, Rousseau N, Higham R, Stocken D. Clinical and cost-effectiveness of PCF versus ACD in the treatment of cervical brachialgia (FORVAD trial). Br J Neurosurg 2024; 38:141-148. [PMID: 37807634 DOI: 10.1080/02688697.2023.2267119] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 10/01/2023] [Indexed: 10/10/2023]
Abstract
BACKGROUND Cervical radiculopathy occurs when a nerve root is compressed in the spine, if symptoms fail to resolve after 6 weeks surgery may be indicated. Anterior Cervical Discectomy (ACD) is the commonest procedure, Posterior Cervical Foraminotomy (PCF) is an alternative that avoids the risk of damage to anterior neck structures. This prospective, Phase III, UK multicentre, open, individually randomised controlled trial was performed to determine whether PCF is superior to ACD in terms of improving clinical outcome as measured by the Neck Disability Index (NDI) 52 weeks post-surgery. METHOD Following consent to participate and collection of baseline data, subjects with cervical brachialgia were randomised to ACD or PCF in a 1:1 ratio on the day of surgery. Clinical outcomes were assessed on day 1 and patient reported outcomes on day 1 and weeks 6, 12, 26, 39 and 52 post-operation. A total of 252 participants were planned to be randomised. Statistical analysis was limited to descriptive statistics. Health economic outcomes were also described. RESULTS The trial was closed early (n = 23). Compared to baseline, the median (interquartile range (IQR)) NDI score at 52 weeks reduced from 44.0 (36.0, 62.0) to 25.3 (20.0, 42.0) in the PCF group and increased from 35.6 (34.0, 44.0) to 45.0 (20.0, 57.0) in the ACD group. ACD may be associated with more swallowing, voice and other complications and was more expensive; neck and arm pain scores were similar. CONCLUSIONS The trial was closed early, therefore no definitive conclusions on clinical or cost-effectiveness could be made.
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Affiliation(s)
- Simon Thomson
- Department of Neurosurgery, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | | | - Senthil Selvanathan
- Academic Unit of Health Economics, Institute of Health Sciences, University of Leeds, UK
| | - Sarah Brown
- Clinical Trials Research Unit, University of Leeds, UK
| | - Julie Croft
- Clinical Trials Research Unit, University of Leeds, UK
| | - Rachel Kelly
- Clinical Trials Research Unit, University of Leeds, UK
| | | | | | - Ruchi Higham
- Clinical Trials Research Unit, University of Leeds, UK
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12
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Thomson S, Ainsworth G, Selvanathan S, Kelly R, Collier H, Mujica-Mota R, Talbot R, Brown ST, Croft J, Rousseau N, Higham R, Al-Tamimi Y, Buxton N, Carleton-Bland N, Gledhill M, Halstead V, Hutchinson P, Meacock J, Mukerji N, Pal D, Vargas-Palacios A, Prasad A, Wilby M, Stocken D. Posterior cervical foraminotomy versus anterior cervical discectomy for Cervical Brachialgia: the FORVAD RCT. Health Technol Assess 2023; 27:1-228. [PMID: 37929307 PMCID: PMC10641711 DOI: 10.3310/otoh7720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2023] Open
Abstract
Background Posterior cervical foraminotomy and anterior cervical discectomy are routinely used operations to treat cervical brachialgia, although definitive evidence supporting superiority of either is lacking. Objective The primary objective was to investigate whether or not posterior cervical foraminotomy is superior to anterior cervical discectomy in improving clinical outcome. Design This was a Phase III, unblinded, prospective, United Kingdom multicentre, parallel-group, individually randomised controlled superiority trial comparing posterior cervical foraminotomy with anterior cervical discectomy. A rapid qualitative study was conducted during the close-down phase, involving remote semistructured interviews with trial participants and health-care professionals. Setting National Health Service trusts. Participants Patients with symptomatic unilateral cervical brachialgia for at least 6 weeks. Interventions Participants were randomised to receive posterior cervical foraminotomy or anterior cervical discectomy. Allocation was not blinded to participants, medical staff or trial staff. Health-care use from providing the initial surgical intervention to hospital discharge was measured and valued using national cost data. Main outcome measures The primary outcome measure was clinical outcome, as measured by patient-reported Neck Disability Index score 52 weeks post operation. Secondary outcome measures included complications, reoperations and restricted American Spinal Injury Association score over 6 weeks post operation, and patient-reported Eating Assessment Tool-10 items, Glasgow-Edinburgh Throat Scale, Voice Handicap Index-10 items, PainDETECT and Numerical Rating Scales for neck and upper-limb pain over 52 weeks post operation. Results The target recruitment was 252 participants. Owing to slow accrual, the trial closed after randomising 23 participants from 11 hospitals. The qualitative substudy found that there was support and enthusiasm for the posterior cervical FORaminotomy Versus Anterior cervical Discectomy in the treatment of cervical brachialgia trial and randomised clinical trials in this area. However, clinical equipoise appears to have been an issue for sites and individual surgeons. Randomisation on the day of surgery and processes for screening and approaching participants were also crucial factors in some centres. The median Neck Disability Index scores at baseline (pre surgery) and at 52 weeks was 44.0 (interquartile range 36.0-62.0 weeks) and 25.3 weeks (interquartile range 20.0-42.0 weeks), respectively, in the posterior cervical foraminotomy group (n = 14), and 35.6 weeks (interquartile range 34.0-44.0 weeks) and 45.0 weeks (interquartile range 20.0-57.0 weeks), respectively, in the anterior cervical discectomy group (n = 9). Scores appeared to reduce (i.e. improve) in the posterior cervical foraminotomy group, but not in the anterior cervical discectomy group. The median Eating Assessment Tool-10 items score for swallowing was higher (worse) after anterior cervical discectomy (13.5) than after posterior cervical foraminotomy (0) on day 1, but not at other time points, whereas the median Glasgow-Edinburgh Throat Scale score for globus was higher (worse) after anterior cervical discectomy (15, 7, 6, 6, 2, 2.5) than after posterior cervical foraminotomy (3, 0, 0, 0.5, 0, 0) at all postoperative time points. Five postoperative complications occurred within 6 weeks of surgery, all after anterior cervical discectomy. Neck pain was more severe on day 1 following posterior cervical foraminotomy (Numerical Rating Scale - Neck Pain score 8.5) than at the same time point after anterior cervical discectomy (Numerical Rating Scale - Neck Pain score 7.0). The median health-care costs of providing initial surgical intervention were £2610 for posterior cervical foraminotomy and £4411 for anterior cervical discectomy. Conclusions The data suggest that posterior cervical foraminotomy is associated with better outcomes, fewer complications and lower costs, but the trial recruited slowly and closed early. Consequently, the trial is underpowered and definitive conclusions cannot be drawn. Recruitment was impaired by lack of individual equipoise and by concern about randomising on the day of surgery. A large prospective multicentre trial comparing anterior cervical discectomy and posterior cervical foraminotomy in the treatment of cervical brachialgia is still required. Trial registration This trial is registered as ISRCTN10133661. Funding This project was funded by the National Institute for Health and Care Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 27, No. 21. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Simon Thomson
- Department of Neurosurgery, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Gemma Ainsworth
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | | | - Rachel Kelly
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Howard Collier
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | | | - Rebecca Talbot
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Sarah Tess Brown
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Julie Croft
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Nikki Rousseau
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Ruchi Higham
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Yahia Al-Tamimi
- Department of Neurosurgery, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Neil Buxton
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | | | - Martin Gledhill
- Department of Speech and Language Therapy, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | | | - Peter Hutchinson
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - James Meacock
- Department of Neurosurgery, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Nitin Mukerji
- Department of Neurosurgery, The James Cook University Hospital, South Tees Hospitals NHS Foundation Trust, Middlesbrough, UK
| | - Debasish Pal
- Department of Neurosurgery, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | | | - Anantharaju Prasad
- Department of Neurosurgery, Royal Preston Hospital, Lancashire Teaching Hospitals NHS Foundation Trust, Preston, UK
| | - Martin Wilby
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Deborah Stocken
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
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13
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Monk SH, Hani U, Pfortmiller D, Adamson TE, Bohl MA, Branch BC, Kim PK, Smith MD, Holland CM, McGirt MJ. Minimally Invasive Transforaminal Lumbar Interbody Fusion in the Ambulatory Surgery Center Versus Inpatient Setting: A 1-Year Comparative Effectiveness Analysis. Neurosurgery 2023; 93:867-874. [PMID: 37067954 DOI: 10.1227/neu.0000000000002483] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 02/09/2023] [Indexed: 04/18/2023] Open
Abstract
BACKGROUND Ambulatory surgery centers (ASCs) have emerged as an alternative setting for surgical care as part of the national effort to lower health care costs. The literature regarding the safety of minimally invasive transforaminal lumbar interbody fusion (MIS TLIF) in the ASC setting is limited to few small case series. OBJECTIVE To assess the safety and efficacy of MIS TLIF performed in the ASC vs inpatient hospital setting. METHODS A total of 775 patients prospectively enrolled in the Quality Outcomes Database undergoing single-level MIS TLIF at a single ASC (100) or the inpatient hospital setting (675) were compared. Propensity matching generated 200 patients for analysis (100 per cohort). Demographic data, resource utilization, patient-reported outcome measures (PROMs), and patient satisfaction were assessed. RESULTS There were no significant differences regarding baseline demographic data, clinical history, or comorbidities after propensity matching. Only 1 patient required inpatient transfer from the ASC because of intractable pain. All other patients were discharged home within 23 hours of surgery. The rates of 90-day readmission (2.0%) and reoperation (0%) were equivalent between groups. Both groups experienced significant improvements in all PROMs (Oswestry Disability Index, EuroQol-5D, back pain, and leg pain) at 3 months that were maintained at 1 year. PROMs did not differ between groups at any time point. Patient satisfaction was similar between groups at 3 and 12 months after surgery. CONCLUSION In carefully selected patients, MIS TLIF may be performed safely in the ASC setting with no statistically significant difference in safety or efficacy in comparison with the inpatient setting.
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Affiliation(s)
- Steve H Monk
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Ummey Hani
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Deborah Pfortmiller
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Tim E Adamson
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Michael A Bohl
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Byron C Branch
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Paul K Kim
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Mark D Smith
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Christopher M Holland
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Matthew J McGirt
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
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14
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Monk SH, Hani U, Pfortmiller D, Dyer EH, Smith MD, Kim PK, Bohl MA, Coric D, Adamson TE, Holland CM, McGirt MJ. Anterior Cervical Discectomy and Fusion Versus Microendoscopic Posterior Cervical Foraminotomy for Unilateral Cervical Radiculopathy: A 1-Year Cost-Utility Analysis. Neurosurgery 2023; 93:628-635. [PMID: 36995083 DOI: 10.1227/neu.0000000000002464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 01/26/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND Anterior cervical discectomy and fusion (ACDF) and posterior cervical foraminotomy (PCF) are the most common surgical approaches for medically refractory cervical radiculopathy. Rigorous cost-effectiveness studies comparing ACDF and PCF are lacking. OBJECTIVE To assess the cost-utility of ACDF vs PCF performed in the ambulatory surgery center setting for Medicare and privately insured patients at 1-year follow-up. METHODS A total of 323 patients who underwent 1-level ACDF (201) or PCF (122) at a single ambulatory surgery center were compared. Propensity matching generated 110 pairs (220 patients) for analysis. Demographic data, resource utilization, patient-reported outcome measures, and quality-adjusted life-years were assessed. Direct costs (1-year resource use × unit costs based on Medicare national allowable payment amounts) and indirect costs (missed workdays × average US daily wage) were recorded. Incremental cost-effectiveness ratios were calculated. RESULTS Perioperative safety, 90-day readmission, and 1-year reoperation rates were similar between groups. Both groups experienced significant improvements in all patient-reported outcome measures at 3 months that was maintained at 12 months. The ACDF cohort had a significantly higher preoperative Neck Disability Index and a significantly greater improvement in health-state utility (ie, quality-adjusted life-years gained) at 12 months. ACDF was associated with significantly higher total costs at 1 year for both Medicare ($11 744) and privately insured ($21 228) patients. The incremental cost-effectiveness ratio for ACDF was $184 654 and $333 774 for Medicare and privately insured patients, respectively, reflecting poor cost-utility. CONCLUSION Single-level ACDF may not be cost-effective in comparison with PCF for surgical management of unilateral cervical radiculopathy.
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Affiliation(s)
- Steve H Monk
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Ummey Hani
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Deborah Pfortmiller
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - E Hunter Dyer
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Mark D Smith
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Paul K Kim
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Michael A Bohl
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Domagoj Coric
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Tim E Adamson
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Christopher M Holland
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Matthew J McGirt
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
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15
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Araghi K, Subramanian T, Haque N, Merrill R, Amen TB, Shahi P, Singh S, Maayan O, Sheha E, Dowdell J, Iyer S, Qureshi SA. Provider Referral Patterns and Surgical Utilization Among New Patients Seen in Spine Clinic. Spine (Phila Pa 1976) 2023; 48:885-891. [PMID: 37026719 DOI: 10.1097/brs.0000000000004656] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 03/05/2023] [Indexed: 04/08/2023]
Abstract
STUDY DESIGN Retrospective chart review. OBJECTIVE The objective of this study was to elucidate the demographics of patient referrals from different sources and identify factors that affect a patient's likelihood of undergoing surgery. SUMMARY OF BACKGROUND DATA Despite baseline factors for surgical consideration, such as attempting conservative management, surgeons encounter many patients who are not surgically indicated. Overreferrals, that is, a patient referred to a surgeon that does not need surgery, can result in long wait times, delayed care, worse outcomes, and resource waste. MATERIALS AND METHODS All new patients at a single academic institution seen in the clinic by eight spine surgeons between January 1, 2018, and January 1, 2022, were analyzed. Referral types included self-referral, musculoskeletal (MSK), and non-MSK provider referral. Patient demographics included age, body mass index (BMI), zip code as a proxy for socioeconomic status, sex, insurance type, and surgical procedures undergone within 1.5 years postclinic visit. Analysis of variance and a Kruskal-Wallis test was used to compare means among normally and non-normally disturbed referral groups, respectively. Multivariable logistic regressions were run to assess demographic variables associated with undergoing surgery. RESULTS From 9356 patients, 84% (7834) were self-referred, 3% (319) were non-MSK, and 13% (1203) were MSK. A statistically significant association with ultimately undergoing surgery was observed with MSK referral type compared with non-MSK referral [odds ratio (OR)=1.37, CI: 1.04-1.82, P =0.0246]. Additional independent variables observed to be associated with patients undergoing surgery included older age (OR=1.004, CI: 1.002-1.007, P =0.0018), higher BMI (OR=1.02, CI: 1.011-1.029, P <0.0001), high-income quartile (OR=1.343, CI: 1.177-1.533, P <0.0001), and male sex (OR=1.189, CI: 1.085-1.302, P =0.0002). CONCLUSIONS A statistically significant association with undergoing surgery was observed with a referral by an MSK provider, older age, male sex, high BMI, and a high-income quartile home zip code. Understanding these factors and patterns is critical for optimizing practice efficiency and reducing the burdens of inappropriate referrals.
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Affiliation(s)
| | - Tejas Subramanian
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
| | | | | | | | | | | | - Omri Maayan
- Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
| | - Evan Sheha
- Hospital for Special Surgery, New York, NY
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16
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Shah AA, Devana SK, Lee C, Olson TE, Upfill-Brown A, Sheppard WL, Lord EL, Shamie AN, van der Schaar M, SooHoo NF, Park DY. Development and External Validation of a Risk Calculator for Prediction of Major Complications and Readmission After Anterior Cervical Discectomy and Fusion. Spine (Phila Pa 1976) 2023; 48:460-467. [PMID: 36730869 PMCID: PMC10023283 DOI: 10.1097/brs.0000000000004531] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 10/22/2022] [Indexed: 02/04/2023]
Abstract
STUDY DESIGN A retrospective, case-control study. OBJECTIVE We aim to build a risk calculator predicting major perioperative complications after anterior cervical fusion. In addition, we aim to externally validate this calculator with an institutional cohort of patients who underwent anterior cervical discectomy and fusion (ACDF). SUMMARY OF BACKGROUND DATA The average age and proportion of patients with at least one comorbidity undergoing ACDF have increased in recent years. Given the increased morbidity and cost associated with perioperative complications and unplanned readmission, accurate risk stratification of patients undergoing ACDF is of great clinical utility. METHODS This is a retrospective cohort study of adults who underwent anterior cervical fusion at any nonfederal California hospital between 2015 and 2017. The primary outcome was major perioperative complication or 30-day readmission. We built standard and ensemble machine learning models for risk prediction, assessing discrimination, and calibration. The best-performing model was validated on an external cohort comprised of consecutive adult patients who underwent ACDF at our institution between 2013 and 2020. RESULTS A total of 23,184 patients were included in this study; there were 1886 cases of major complication or readmissions. The ensemble model was well calibrated and demonstrated an area under the receiver operating characteristic curve of 0.728. The variables most important for the ensemble model include male sex, medical comorbidities, history of complications, and teaching hospital status. The ensemble model was evaluated on the validation cohort (n=260) with an area under the receiver operating characteristic curve of 0.802. The ensemble algorithm was used to build a web-based risk calculator. CONCLUSION We report derivation and external validation of an ensemble algorithm for prediction of major perioperative complications and 30-day readmission after anterior cervical fusion. This model has excellent discrimination and is well calibrated when tested on a contemporaneous external cohort of ACDF cases.
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Affiliation(s)
- Akash A. Shah
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Sai K. Devana
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Changhee Lee
- Department of Artificial Intelligence, Chung-Ang University, Seoul, South Korea
| | - Thomas E. Olson
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Alexander Upfill-Brown
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - William L. Sheppard
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Elizabeth L. Lord
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Arya N. Shamie
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Mihaela van der Schaar
- Department of Electrical and Computer Engineering, University of California, Los Angeles, CA
- Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, United Kingdom
| | - Nelson F. SooHoo
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Don Y. Park
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
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A Five-Year Cost-Utility Analysis Comparing Synthetic Cage Versus Allograft Use in Anterior Cervical Discectomy and Fusion Surgery for Cervical Spondylotic Myelopathy. Spine (Phila Pa 1976) 2023; 48:330-334. [PMID: 36730850 DOI: 10.1097/brs.0000000000004526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 10/12/2022] [Indexed: 02/04/2023]
Abstract
STUDY DESIGN Retrospective cost-utility analysis. OBJECTIVE To conduct a cost-analysis comparing synthetic cage (SC) versus allograft (Allo) over a five-year time horizon. SUMMARY OF BACKGROUND DATA SC and Allo are two commonly used interbody choices for anterior cervical discectomy and fusion (ACDF) surgery. Previous analyses comparative analyses have reached mixed conclusions regarding their cost-effectiveness, yet recent estimates provide high-quality evidence. MATERIALS AND METHODS A decision-analysis model comparing the use of Allo versus SC was developed for a hypothetical 60-year-old patient with cervical spondylotic myelopathy undergoing single-level ACDF surgery. A comprehensive literature review was performed to estimate probabilities, costs (2020 USD) and quality-adjusted life years (QALYs) gained over a five-year period. A probabilistic sensitivity analysis using a Monte Carlo simulation of 1000 patients was carried out to calculate incremental cost-effectiveness ratio and net monetary benefits. One-way deterministic sensitivity analysis was performed to estimate the contribution of individual parameters to uncertainty in the model. RESULTS The use of Allo was favored in 81.6% of the iterations at a societal willing-to-pay threshold of 50,000 USD/QALY. Allo dominated (higher net QALYs and lower net costs) in 67.8% of the iterations. The incremental net monetary benefits in the Allo group was 2650 USD at a willing-to-pay threshold of 50,000 USD/QALY. One-way deterministic sensitivity analysis revealed that the cost of the index surgery was the only factor which significantly contributed to uncertainty. CONCLUSION Cost-utility analysis suggests that Allo maybe a more cost-effective option compared with SCs in adult patients undergoing ACDF for cervical spondylotic myelopathy.
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Anterior Cervical Discectomy and Fusion in the Ambulatory Surgery Center Versus Inpatient Setting: One-Year Cost-Utility Analysis. Spine (Phila Pa 1976) 2023; 48:155-163. [PMID: 36607626 DOI: 10.1097/brs.0000000000004500] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 09/20/2022] [Indexed: 01/07/2023]
Abstract
STUDY DESIGN Retrospective analysis of prospectively collected data. OBJECTIVE Assess the cost-utility of anterior cervical discectomy and fusion (ACDF) performed in the ambulatory surgery center (ASC) versus inpatient hospital setting for Medicare and privately insured patients at one-year follow-up. SUMMARY OF BACKGROUND DATA Outpatient ACDF has gained popularity due to improved safety and reduced costs. Formal cost-utility studies for ambulatory versus inpatient ACDF are lacking, precluding an accurate assessment of cost-effectiveness. MATERIALS AND METHODS A total of 6504 patients enrolled in the Quality Outcomes Database (QOD) undergoing one-level to two-level ACDF at a single ASC (520) or the inpatient hospital setting (5984) were compared. Propensity matching generated 748 patients for analysis (374 per cohort). Demographic data, resource utilization, patient-reported outcome measures, and quality-adjusted life-years (QALYs) were assessed. Direct costs (1-year resource use×unit costs based on Medicare national allowable payment amounts) and indirect costs (missed workdays×average US daily wage) were recorded. Incremental cost-effectiveness ratios were calculated. RESULTS Complication rates and improvements in patient-reported outcome measures and QALYs were similar between groups. Ambulatory ACDF was associated with significantly lower total costs at 1 year for Medicare ($5879.46) and privately insured ($12,873.97) patients, respectively. The incremental cost-effectiveness ratios for inpatient ACDF was $3,674,662 and $8,046,231 for Medicare and privately insured patients, respectively, reflecting unacceptably poor cost-utility. CONCLUSION Inpatient ACDF is associated with significant increases in total costs compared to the ASC setting without a safety, outcome, or QALY benefit. The ASC setting is a dominant option from a health economy perspective for first-time one-l to two-level ACDF in select patients compared to the inpatient hospital setting.
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Shah AA, Karhade AV, Groot OQ, Olson TE, Schoenfeld AJ, Bono CM, Harris MB, Ferrone ML, Nelson SB, Park DY, Schwab JH. External validation of a predictive algorithm for in-hospital and ninety-day mortality after spinal epidural abscess. Spine J 2023; 23:760-765. [PMID: 36736740 DOI: 10.1016/j.spinee.2023.01.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 01/05/2023] [Accepted: 01/21/2023] [Indexed: 02/05/2023]
Abstract
BACKGROUND CONTEXT Mortality in patients with spinal epidural abscess (SEA) remains high. Accurate prediction of patient-specific prognosis in SEA can improve patient counseling as well as guide management decisions. There are no externally validated studies predicting short-term mortality in patients with SEA. PURPOSE The purpose of this study was to externally validate the Skeletal Oncology Research Group (SORG) stochastic gradient boosting algorithm for prediction of in-hospital and 90-day postdischarge mortality in SEA. STUDY DESIGN/SETTING Retrospective, case-control study at a tertiary care academic medical center from 2003 to 2021. PATIENT SAMPLE Adult patients admitted for radiologically confirmed diagnosis of SEA who did not initiate treatment at an outside institution. OUTCOME MEASURES In-hospital and 90-day postdischarge mortality. METHODS We tested the SORG stochastic gradient boosting algorithm on an independent validation cohort. We assessed its performance with discrimination, calibration, decision curve analysis, and overall performance. RESULTS A total of 212 patients met inclusion criteria, with a short-term mortality rate of 10.4%. The area under the receiver operating characteristic curve (AUROC) of the SORG algorithm when tested on the full validation cohort was 0.82, the calibration intercept was -0.08, the calibration slope was 0.96, and the Brier score was 0.09. CONCLUSIONS With a contemporaneous and geographically distinct independent cohort, we report successful external validation of a machine learning algorithm for prediction of in-hospital and 90-day postdischarge mortality in SEA.
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Affiliation(s)
- Akash A Shah
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, 10833 Le Conte Avenue, Los Angeles, CA 90095, USA.
| | - Aditya V Karhade
- Department of Orthopaedic Surgery, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Olivier Q Groot
- Department of Orthopaedic Surgery, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Thomas E Olson
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, 10833 Le Conte Avenue, Los Angeles, CA 90095, USA
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115, USA
| | - Christopher M Bono
- Department of Orthopaedic Surgery, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Mitchel B Harris
- Department of Orthopaedic Surgery, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Marco L Ferrone
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115, USA
| | - Sandra B Nelson
- Division of Infectious Diseases, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Don Y Park
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, 10833 Le Conte Avenue, Los Angeles, CA 90095, USA
| | - Joseph H Schwab
- Department of Orthopaedic Surgery, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
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Abstract
PURPOSE OF REVIEW Social determinants of health (SDH) are factors that affect patient health outcomes outside the hospital. SDH are "conditions in the environments where people are born, live, learn, work, play, worship, and age that affect a wide range of health, functioning, and quality-of-life outcomes and risks." Current literature has shown SDH affecting patient reported outcomes in various specialties; however, there is a dearth in research relating spine surgery with SDH. The aim of this review article is to identify connections between SDH and post-operative outcomes in spine surgery. These are important, yet understudied predictors that can impact health outcomes and affect health equity. RECENT FINDINGS Few studies have shown associations between SDH pillars (environment, race, healthcare, economic, and education) and spine surgery outcomes. The most notable relationships demonstrate increased disability, return to work time, and pain with lower income, education, environmental locations, healthcare status and/or provider. Despite these findings, there remains a significant lack of understanding between SDH and spine surgery. Our manuscript reviews the available literature comparing SDH with various spine conditions and surgeries. We organized our findings into the following narrative themes: 1) education, 2) geography, 3) race, 4) healthcare access, and 5) economics.
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Hartman TJ, Nie JW, Pawlowski H, Prabhu MC, Vanjani NN, Singh K. Impact of age within younger populations on outcomes following cervical surgery in the ambulatory setting. J Clin Orthop Trauma 2022; 34:102016. [PMID: 36164388 PMCID: PMC9508464 DOI: 10.1016/j.jcot.2022.102016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 08/30/2022] [Accepted: 09/07/2022] [Indexed: 11/27/2022] Open
Abstract
Objective To determine the effect of age within the younger population seen at ambulatory surgical centers on patient-reported outcome measures (PROMs) after cervical spine surgery. Methods Patients of age <65 years undergoing single-level anterior cervical discectomy and fusion (ACDF) or cervical disc replacement (CDR) were included. Patients were divided by mean age of initial population (46 years). PROMs included Patient-reported Outcome Measurement Information System Physical Function (PROMIS-PF), 12-Item Short-Form Physical Component Survey (SF-12 PCS), Visual Analog Scale (VAS) neck, VAS arm, Neck Disability Index (NDI) collected preoperatively and at postoperative time points up to 2 years. Results 138 patients were included, with 66 patients <46 years. Both cohorts demonstrated improvement from preoperative baseline with regard to all studied PROMs at multiple time points postoperatively (p ≤ 0.042, all). Between groups, the older cohort demonstrated greater mean PROMIS-PF scores preoperatively and at 6 weeks (p ≤ 0.011, both), while VAS arm scores were lower in the older group at 1 year (p = 0.002), and NDI scores were lower in the older group at 6 weeks and 1 year (p < 0.027, both). Minimal Clinically Important Difference (MCID) achievement rates were greater in the younger group in PROMIS PF at 2 years (p = 0.002), and in the older group in VAS arm score at 1 year (p = 0.007). Conclusion Both cohorts showed significant improvement at multiple postoperative time points for all PROMs. Between groups, the older group reported more favorable physical function, VAS arm, and NDI scores at several time points. However, MCID achievement rates only significantly differed in two PROMs at singular time points. Difference in age in patients <65 years likely does not significantly affect long-term outcomes after cervical spine surgery.
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Affiliation(s)
- Timothy J. Hartman
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - James W. Nie
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Hanna Pawlowski
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Michael C. Prabhu
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Nisheka N. Vanjani
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Kern Singh
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
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Jiang J, Sun K, Lin F, Lu M, Huan L, Xu X, Sun J, Shi J, Guo Y. The Effect of Diabetes Mellitus on the Neurological Function of Patients with Cervical Spondylotic Myelopathy. Orthop Surg 2022; 14:3242-3250. [PMID: 36259631 PMCID: PMC9732620 DOI: 10.1111/os.13542] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 08/08/2022] [Accepted: 08/24/2022] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE To evaluate the clinical value of diabetes mellitus for diagnosis and postoperative prognosis in patients with cervical spondylotic myelopathy undergoing anterior decompression and fusion. METHODS A total of 84 Patients (50 males and 34 females) who underwent anterior decompression and fusion were reviewed in this single-center retrospective study. The patients were divided into two groups (44 patients in the diabetes mellitus group and 40 in the non-diabetic group). Clinical manifestations were evaluated, including characteristics baseline, clinical tests, MRI information, clinical scores, and complications. The predictive effect of diabetes mellitus on clinical scores were assessed via the receiver operating characteristic curve. The correlation between the severity of diabetes mellitus and neurological function recovery was estimated using the Pearson correlation coefficient. RESULTS Patients with diabetes mellitus exhibited a higher ratio of hyperintensity of the spinal cord (P < 0.05) and worse preoperative clinical scores and neurological recovery (all P < 0.05). Receiver operating characteristic curve results indicated that diabetes mellitus could serve as a good indicator for preoperative evaluation of the Japanese Orthopedic Association (JOA) score (area under curve [AUC] = 0.639), visual analogue score (AUC = 0.642), and Nurick score (AUC = 0.740). In addition, analysis of JOA in isolation suggested that diabetes mellitus correlated closely with the sensory function in the upper and lower limbs (both P < 0.01). The Receiver operating characteristic curve also demonstrated that diabetes mellitus as a clinical test had a reasonable specificity for sensory function in the upper (AUC = 0.654) and lower limbs (AUC = 0.671). Both the level of HbA1c and the duration of diabetes mellitus were negatively correlated with the recovery rate of the JOA score. There was no significant difference between the perioperative complications between the two groups (P > 0.05). CONCLUSION This present study revealed that the neurological impairment caused by diabetes mellitus in patients undergoing anterior decompression and fusion does not only affect postoperative functional recovery but also interferes with the preoperative clinical manifestations, especially the sensory function in the upper and lower limbs.
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Affiliation(s)
- Jialin Jiang
- Department of Orthopedic Surgery, Spine Center, Changzheng HospitalSecond Military Medical UniversityShanghaiChina
| | - Kaiqiang Sun
- Department of Orthopaedic SurgeryNaval Medical CenterShanghaiShanghaiChina
| | - Feng Lin
- Department of Orthopedic Surgery, Spine Center, Changzheng HospitalSecond Military Medical UniversityShanghaiChina,Department of Orthopedic SurgeryThe Affiliated Yantai Yuhuangding Hospital of Qingdao UniversityQingdaoShandongChina
| | - Mincheng Lu
- Department of Orthopaedics, Nanfang HospitalSouthern Medical UniversityGuangzhouChina
| | - Le Huan
- Department of Orthopedic Surgery, Spine Center, Changzheng HospitalSecond Military Medical UniversityShanghaiChina
| | - Ximing Xu
- Department of Orthopedic Surgery, Spine Center, Changzheng HospitalSecond Military Medical UniversityShanghaiChina
| | - Jingchuan Sun
- Department of Orthopedic Surgery, Spine Center, Changzheng HospitalSecond Military Medical UniversityShanghaiChina
| | - Jiangang Shi
- Department of Orthopedic Surgery, Spine Center, Changzheng HospitalSecond Military Medical UniversityShanghaiChina
| | - Yongfei Guo
- Department of Orthopedic Surgery, Spine Center, Changzheng HospitalSecond Military Medical UniversityShanghaiChina
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Shah AA, Devana SK, Lee C, Bugarin A, Hong MK, Upfill-Brown A, Blumstein G, Lord EL, Shamie AN, van der Schaar M, SooHoo NF, Park DY. A Risk Calculator for the Prediction of C5 Nerve Root Palsy After Instrumented Cervical Fusion. World Neurosurg 2022; 166:e703-e710. [PMID: 35872129 PMCID: PMC10410645 DOI: 10.1016/j.wneu.2022.07.082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 07/17/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND C5 palsy is a common postoperative complication after cervical fusion and is associated with increased health care costs and diminished quality of life. Accurate prediction of C5 palsy may allow for appropriate preoperative counseling and risk stratification. We primarily aim to develop an algorithm for the prediction of C5 palsy after instrumented cervical fusion and identify novel features for risk prediction. Additionally, we aim to build a risk calculator to provide the risk of C5 palsy. METHODS We identified adult patients who underwent instrumented cervical fusion at a tertiary care medical center between 2013 and 2020. The primary outcome was postoperative C5 palsy. We developed ensemble machine learning, standard machine learning, and logistic regression models predicting the risk of C5 palsy-assessing discrimination and calibration. Additionally, a web-based risk calculator was built with the best-performing model. RESULTS A total of 1024 patients were included, with 52 cases of C5 palsy. The ensemble model was well-calibrated and demonstrated excellent discrimination with an area under the receiver-operating characteristic curve of 0.773. The following features were the most important for ensemble model performance: diabetes mellitus, bipolar disorder, C5 or C4 level, surgical approach, preoperative non-motor neurologic symptoms, degenerative disease, number of fused levels, and age. CONCLUSIONS We report a risk calculator that generates patient-specific C5 palsy risk after instrumented cervical fusion. Individualized risk prediction for patients may facilitate improved preoperative patient counseling and risk stratification as well as potential intraoperative mitigating measures. This tool may also aid in addressing potentially modifiable risk factors such as diabetes and obesity.
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Affiliation(s)
- Akash A Shah
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, USA.
| | - Sai K Devana
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Changhee Lee
- Department of Artificial Intelligence, Chung-Ang University, Seoul, South Korea
| | - Amador Bugarin
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Michelle K Hong
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Alexander Upfill-Brown
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Gideon Blumstein
- Department of Orthopaedic Surgery, Rush University Medical Center, Chicago, Illinois, USA
| | - Elizabeth L Lord
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Arya N Shamie
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Mihaela van der Schaar
- Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, United Kingdom; Department of Electrical & Computer Engineering, UCLA, Los Angeles, California, USA
| | - Nelson F SooHoo
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Don Y Park
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
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Xu W, Guo J, Zhu J, Zhao X, Yasaman I, Chen J, Wang J, Fan S, Fang X. Delayed postoperative spinal epidural hematoma after anterior cervical discectomy and fusion: A case report. Front Surg 2022; 9:1005462. [PMID: 36225220 PMCID: PMC9549240 DOI: 10.3389/fsurg.2022.1005462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 09/12/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundPostoperative spinal epidural hematoma (POSEH) causes rapid neurological deficits within 24 h following the operation and can be fatal. However, some POSEH symptoms manifest three days after the operation, also known as delayed POSEH (DPOSEH). Little attention has been provided upon DPOSEH owing to its rare incidence, resulting in serious consequences upon occurrence. To date, no cases of delayed POSEH after anterior cervical surgery have been reported.Case presentationWe describe a case of DPOSEH that presented with delayed neurological deficits on the fifth day after anterior cervical discectomy and fusion (ACDF) surgery. Methylprednisolone was administered but showed no efficacy. MR revealed low T1 and strip long T2 signals located behind discs. After emergency surgical decompression, the patient's muscle strength returned to the preoperative state. However, his muscle strength decreased again on the seventh postoperative day, and the patient's family refused further surgery. Nine months after ACDF, the patient died of septic shock and respiratory failure.ConclusionsDPOSEH can occur after three days or more following anterior cervical surgery; hence, monitoring of neurological function is suggested to be extended. Complete evaluation of risk factors, timely recognition, and differentiation of neurological symptoms are required for spine surgery. In the case of DPOSEH, methylprednisolone can be administered reasonably during the transition period. However, if there is no resolution of symptoms, emergency surgery should be performed as soon as possible.
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Affiliation(s)
- Wenbin Xu
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang, Hangzhou, China
| | - Jiandong Guo
- Department of Orthopaedics, Hangzhou Ninth People's Hospital, Hangzhou, China
| | - Jinjin Zhu
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang, Hangzhou, China
| | - Xing Zhao
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang, Hangzhou, China
| | | | - Jian Chen
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang, Hangzhou, China
| | - Jiying Wang
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang, Hangzhou, China
- Correspondence: Xiangqian Fang Shunwu Fan Jiying Wang
| | - Shunwu Fan
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang, Hangzhou, China
- Correspondence: Xiangqian Fang Shunwu Fan Jiying Wang
| | - Xiangqian Fang
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang, Hangzhou, China
- Correspondence: Xiangqian Fang Shunwu Fan Jiying Wang
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Morrissette C, Park PJ, Cerpa M, Lenke LG. Determining the relationship between preoperative mental health scores and postoperative outcomes in adult spinal deformity surgeries. J Neurosurg Spine 2022; 37:395-401. [PMID: 35303705 DOI: 10.3171/2022.1.spine211560] [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: 12/16/2021] [Accepted: 01/31/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The objective of this study was to examine the relationship between the mental health domain of the refined 22-item Scoliosis Research Society Outcome Questionnaire (SRS) and various postoperative outcome measures in the adult spinal deformity (ASD) population. Given the scale and involved nature of deformity surgery, some surgeons have proposed that preoperative mental health scores (MHSs) may assist in screening out poor surgical candidates. In this study, the authors aimed to further assess the SRS MHS as a preoperative metric and its association with postoperative outcomes and to comment on its potential use in patient selection and optimization for ASD surgery. METHODS The authors conducted a retrospective study of 100 consecutive patients who had undergone primary or revision ASD surgery at a single academic institution between 2015 and 2019. Each patient had a minimum 2-year follow-up. Patients were categorized on the basis of their baseline mental health per the SRS mental health domain, with a score < 4 indicating low baseline mental health (LMH) and a score ≥ 4 indicating high baseline mental health (HMH). Baseline and follow-up SRS and Oswestry Disability Index scores, surgical procedures, lengths of stay, discharge locations, intraoperative or postoperative complications, and other outcome metrics were then compared between the HMH and LMH groups, as well as these groups stratified by an age ≤ 45 and > 45 years. RESULTS Among patients aged ≤ 45 and those aged > 45, the LMH group had significantly worse baseline health-related quality-of-life (HRQOL) metrics in nearly all domains. The LMH group also had an increased median estimated blood loss (EBL; 1200 vs 800 ml, p = 0.0026) and longer average surgical duration (8.3 ± 2.8 vs 6.9 ± 2.6 hours, p = 0.014). Both LMH and HMH groups had significant improvements in nearly all HRQOL measures postoperatively. Despite their worse preoperative HRQOL baseline, patients in the LMH group actually improved the most and reached the same HRQOL endpoints as those in the HMH group. CONCLUSIONS While patients with lower baseline MHSs may require slightly longer hospital courses or more frequent discharges to rehabilitation facilities, these patients actually attain greater absolute improvements from their preoperative baseline and surprisingly have the same postoperative HRQOL metrics as the patients with high MHSs, despite their poorer starting point. This finding suggests that patients with LMH may be uniquely positioned to substantially benefit from surgical intervention and improve their HRQOL scores and thus should be considered for ASD surgery to an extent similar to patients with HMH.
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Weinberg DS, Eoh JH, Manz WJ, Fakunle OP, Dawes AM, Park ET, Rhee JM. Off-label usage of RhBMP-2 in posterior cervical fusion is not associated with early increased complication rate and has similar clinical outcomes. Spine J 2022; 22:1079-1088. [PMID: 35181539 DOI: 10.1016/j.spinee.2022.02.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 02/04/2022] [Accepted: 02/07/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Arthrodesis is important for the success of posterior cervical fusion (PCF), however, there exists limited data regarding the safety and efficacy of bone morphogenic protein (BMP) in PCF. PURPOSE The primary objective was to evaluate early postoperative complications associated with BMP in PCF and determine whether BMP leads to adverse early clinical outcomes. A secondary objective was to determine the optimal location for BMP sponge placement, within the facet joint (IF) or elsewhere, and the optimal dosage/level. DESIGN Retrospective, consecutive case-control study. PATIENT SAMPLE Seven hundred sixty-five patients who underwent PCF OUTCOME MEASURES: Patient-reported outcomes (PROs), complications, arthrodesis, optimum dose/level of BMP METHODS: Surgical data, including preoperative diagnosis, levels fused, type of bone graft, BMP dose (when used), and fusion technique were recorded. Complications were assessed by reviewing the medical record encompassing the first 6-weeks postoperative. These included medical, neurological, and wound-related complications and reoperation. Neurological complications were defined as any new weakness, radicular pain, or numbness. PROs were collected, including SF36, VAS, EQ-5D, and NDI scores. To determine the optimal dosage and location for BMP placement, a sub-analysis was performed. RESULTS There were no significant differences between the BMP and no BMP group with regards to wound complications, neurological complications, or reoperation. There were no differences in PROs between BMP and no BMP. Placement of BMP for IF and at a dose of 0.87 mg/level minimized wound-related complications. The BMP group had a higher fusion rate compared to the no BMP group (96% vs. 91%, p=.02) when assessed 1 year post-operatively. CONCLUSION BMP was not associated with a higher rate of early complications after PCF when the dose was minimized. Complications thought to be associated with BMP, such as compressive seroma, radiculitis, and wound-related complications were not seen at a higher rate. PROs at early follow-up were similar. Placement of BMP for IF and at lower doses than previously reported may minimize complications.
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Affiliation(s)
- Douglas S Weinberg
- Department of Orthopedic Surgery, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jae Hyung Eoh
- Department of Orthopedics, Pohang Semyeong Christianity Hospital, Pohang, Korea
| | - Wesley J Manz
- Emory University School of Medicine, Atlanta, GA, USA
| | | | | | - Eric T Park
- Emory University School of Medicine, Atlanta, GA, USA
| | - John M Rhee
- Department of Orthopedic Surgery and Neurosurgery, The Emory Spine Center, Emory University School of Medicine, 59 Executive Park South, Atlanta, GA, USA.
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Kalagara R, Asfaw ZK, Carr MT, Quinones A, Genadry L, Nakadar Z, Haris A, Schupper AJ, Gal JS, Choudhri TF. Clinical Considerations and Outcomes for Spine Surgery Patients with a History of Transplant: A Systematic Scoping Review Protocol. Methods Protoc 2022; 5:47. [PMID: 35736548 PMCID: PMC9229861 DOI: 10.3390/mps5030047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 05/24/2022] [Accepted: 05/27/2022] [Indexed: 11/17/2022] Open
Abstract
Spine surgery patients with a history of organ transplantation are a complex population due to their unique anesthetic considerations, immunologic profiles, drug interactions, and potential organ dysfunction. It is common for these patients to develop neck/back pain and pathology that warrants surgical intervention. However, there is a relative dearth of literature examining their outcomes and clinical considerations. The purpose of this protocol is to investigate their clinical outcomes following spine surgery and medical management. We perform a systematic literature search using PRISMA-ScR guidelines to include case reports, cohort studies, and retrospective analyses. The search terms include kidney, liver, heart, pancreas, lung, and bone marrow for transplants of interest and contain an extensive list of terms covering spine surgery. The search is conducted using Medline, Embase, and the Cochrane Central Register of Controlled Trials. A thorough examination of titles and abstracts is performed followed by data extraction. The data points include patient demographics, past medical history, spine procedural information, and clinical outcomes. This systematic review will aid clinicians in identifying demographics, medical management, and clinical outcomes for spine surgery patients with a previous organ transplant. These findings will highlight the gaps in the knowledge of this complex population and stimulate further research.
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Affiliation(s)
- Roshini Kalagara
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (Z.K.A.); (M.T.C.); (A.Q.); (L.G.); (A.J.S.); (T.F.C.)
| | - Zerubabbel K. Asfaw
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (Z.K.A.); (M.T.C.); (A.Q.); (L.G.); (A.J.S.); (T.F.C.)
| | - Matthew T. Carr
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (Z.K.A.); (M.T.C.); (A.Q.); (L.G.); (A.J.S.); (T.F.C.)
| | - Addison Quinones
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (Z.K.A.); (M.T.C.); (A.Q.); (L.G.); (A.J.S.); (T.F.C.)
| | - Lisa Genadry
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (Z.K.A.); (M.T.C.); (A.Q.); (L.G.); (A.J.S.); (T.F.C.)
| | - Zaid Nakadar
- Department of Medical Education, College of Medicine, SUNY Downstate Health Sciences University, Brooklyn, NY 11203, USA;
| | - Anzila Haris
- College of Human Ecology, Cornell University, Ithaca, NY 14850, USA;
| | - Alexander J. Schupper
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (Z.K.A.); (M.T.C.); (A.Q.); (L.G.); (A.J.S.); (T.F.C.)
| | - Jonathan S. Gal
- Department of Anesthesiology, Perioperative & Pain Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA;
| | - Tanvir F. Choudhri
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (Z.K.A.); (M.T.C.); (A.Q.); (L.G.); (A.J.S.); (T.F.C.)
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Chang MC, Kim GU, Choo YJ, Lee GW. To cross or not to cross the cervicothoracic junction in multilevel posterior cervical fusion: a systematic review and meta-analysis. Spine J 2022; 22:723-731. [PMID: 35017051 DOI: 10.1016/j.spinee.2022.01.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 12/27/2021] [Accepted: 01/03/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND Inclusion of the cervicothoracic junction (CTJ) during decision-making regarding the surgical level of multilevel posterior cervical fusion (PCF) surgery remains the subject of debate, largely due to a lack of studies on the topic. Thus, we considered that meta-analysis based on recent high-quality clinical studies might enable better-informed decision-making regarding the selection of the distal level of multilevel PCF, particularly concerning the advisability of crossing the CTJ. PURPOSE To compare the outcomes of patients who underwent multilevel PCF with or without crossing the CTJ (the thoracic and cervical groups, respectively) by the distal construct. STUDY DESIGN A systematic review and meta-analysis. METHODS We searched the Cochrane, Embase, and Medline databases for articles that compared the intra- and post-operative outcomes of patients who underwent multilevel PCF surgery with or without extension of surgery to include the CTJ, using January 7, 2021, as the publication cutoff date. Group differences in primary and secondary outcome measures were analyzed for significance (p<.05). All reported means were pooled. RESULTS A total of 1,904 publications were assessed, and eight studies met the study criteria. The cervical group had a significantly greater fusion rate than the thoracic group (p=.03), but higher adjacent segment disease (ASD) and reoperation rates (ASD: OR=3.15, p=.007; reoperation: OR=1.93, p=.008). As regards surgical outcomes, mean blood loss was less and operation time was shorter in the cervical group (p=.008 and .009, respectively). However, mean hospital stays were not significantly different (p=.12), and neither were the rates of complications, such as metal failure and hematoma. CONCLUSIONS In the current study, fusion rate, blood loss, and operation time were better in the cervical group than in the thoracic group, but ASD incidence and ASD-related complication rates at the CTJ were greater in the cervical group. For patients with higher risk factors for adjacent-segment degeneration, crossing the CTJ may be warranted.
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Affiliation(s)
- Min Cheol Chang
- Department of Physical Medicine and Rehabilitation, Yeungnam University College of Medicine, Yeungnam University Hospital, Daegu, South Korea
| | - Gang-Un Kim
- Department of Orthopedic Surgery, Hanil General Hospital, Seoul, South Korea
| | - Yoo Jin Choo
- Department of Physical Medicine and Rehabilitation, Yeungnam University College of Medicine, Yeungnam University Hospital, Daegu, South Korea
| | - Gun Woo Lee
- Department of Orthopedic Surgery, Yeungnam University College of Medicine, Yeungnam University Hospital, Daegu, South Korea.
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Jiang EX, Fisk FE, Taliaferro K, Pahuta MA. Calculating Ex-ante Utilities From the Modified Japanese Orthopedic Association Score: A Prerequisite for Quantifying the Value of Care for Cervical Myelopathy. Spine (Phila Pa 1976) 2022; 47:523-530. [PMID: 34812194 DOI: 10.1097/brs.0000000000004299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN General population utility valuation study. OBJECTIVE The aim of this study was to develop a technique for calculating utilities from the modified Japanese Orthopedic Association (mJOA) Score. SUMMARY OF BACKGROUND DATA The ability to calculate quality-adjusted life-years (QALYs) for degenerative cervical myelopathy (DCM) would enhance treatment decision making and facilitate economic analysis. QALYs are calculated using utilities. METHODS We recruited a sample of 760 adults from a market research panel. Using an online discrete choice experiment, participants rated eight choice sets based on mJOA health states. A multiattribute utility function was estimated using a mixed multinomial-logit regression model. The sample was partitioned into a training set used for model fitting and validation set used for model evaluation. RESULTS The regression model demonstrated good predictive performance on the validation set with an area under the curve of 0.81 (95% confidence interval: 0.80-0.82)). The regression model was used to develop a utility scoring rubric for the mJOA. Regression results revealed that participants did not regard all mJOA domains as equally important. The rank order of importance was (in decreasing order): lower extremity motor function, upper extremity motor function, sphincter dysfunction, upper extremity sensation. CONCLUSION This study provides a simple technique for converting the mJOA score to utilities and quantify the importance of mJOA domains. The ability to evaluate QALYs for DCM will facilitate economic analysis and patient counseling. Clinicians should heed these findings and offer treatments that maximize function in the attributes viewed most important by patients.Level of Evidence: 3.
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Affiliation(s)
- Eric X Jiang
- Department of Orthopedic Surgery, Henry Ford Hospital, Detroit, MI
| | - Felicity E Fisk
- Department of Orthopedic Surgery, Henry Ford Hospital, Detroit, MI
| | - Kevin Taliaferro
- Department of Orthopedic Surgery, Henry Ford Hospital, Detroit, MI
| | - Markian A Pahuta
- Division of Orthopedic Surgery, McMaster University, Hamilton, ON, Canada
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Gliedt JA, Dawson AZ, Daniels CJ, Spector AL, Cupler ZA, King J, Egede LE. Manual therapy interventions in the management of adults with prior cervical spine surgery for degenerative conditions: a scoping review. Chiropr Man Therap 2022; 30:13. [PMID: 35255934 PMCID: PMC8900329 DOI: 10.1186/s12998-022-00422-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 02/24/2022] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVE Cervical spine surgeries for degenerative conditions are rapidly increasing. Cervical post-surgery syndrome consisting of chronic pain, adjacent segment disease, recurrent disc herniation, facet joint pain, and/or epidural scarring is common. Repeat surgery is regularly recommended, though patients are often unable to undergo or decline further surgery. Manual therapy is included in clinical practice guidelines for neck pain and related disorders, however clinical guidance for utilization of manual therapy in adults with prior cervical spine surgery is lacking. This study aimed to synthesize available literature and characterize outcomes and adverse events for manual therapy interventions in adults with prior cervical spine surgery due to degenerative conditions. METHODS Preferred reporting items for systematic reviews and meta-analyses extension for scoping reviews was followed. PubMed, Cumulative Index of Nursing and Allied Health Literature, physiotherapy evidence database, and Index to Chiropractic Literature were searched from inception through October 2021. English-language literature comprised of randomized clinical trials (RCT), case-control, cohort, and case report designs were included. Adults undergoing manual therapy, with or without combination of other interventions, with prior cervical spine surgery due to degenerative conditions were included. RESULTS Twelve articles were identified, including 10 case reports, 1 low-quality RCT, and 1 acceptable-quality RCT. Eight case reports described 9 patients with history of fusion surgery. Two case reports described 2 patients with history of discectomy. One case report described one patient with separate operations of a discectomy at one level and a fusion at another level. One case report described 2 patients with history of cervical disc replacement surgery. The two RCTs included 63 and 86 participants, respectively. Use of manual joint mobilization/manipulation, table/instrument assisted mobilization/manipulation, and multimodal interventions were described in eligible studies. Favorable clinical outcomes were reported in 10 studies. Six case reports/series involving 8 patients described use of unclassified forms of manual therapy. Eight studies described the use of multimodal interventions along with manual therapy. One study described high patient satisfaction. Two studies, accounting for 3 patients, reported serious adverse events. CONCLUSIONS There is a lack of literature informing evidence related to clinical outcomes, patient satisfaction, and adverse events associated with manual therapy for patients with prior cervical spine surgery due to degenerative conditions. High-quality studies of higher-level hierarchical study design are needed to understand the clinical utility and safety profile of manual therapy for this population.
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Affiliation(s)
- Jordan A Gliedt
- Center for Advancing Population Science, Medical College of Wisconsin, WI, Milwaukee, USA
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Aprill Z Dawson
- Center for Advancing Population Science, Medical College of Wisconsin, WI, Milwaukee, USA
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | | | - Antoinette L Spector
- Center for Advancing Population Science, Medical College of Wisconsin, WI, Milwaukee, USA
- Institute for Health and Equity, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Zachary A Cupler
- Butler VA Health Care System, Butler, PA, USA
- Institute for Clinical Research Education, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jeff King
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Leonard E Egede
- Center for Advancing Population Science, Medical College of Wisconsin, WI, Milwaukee, USA.
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.
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Bovonratwet P, Retzky JS, Chen AZ, Ondeck NT, Samuel AM, Qureshi SA, Grauer JN, Albert TJ. Ambulatory Single-level Posterior Cervical Foraminotomy for Cervical Radiculopathy: A Propensity-matched Analysis of Complication Rates. Clin Spine Surg 2022; 35:E306-E313. [PMID: 34654773 DOI: 10.1097/bsd.0000000000001252] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 09/15/2021] [Indexed: 11/26/2022]
Abstract
STUDY DESIGN Retrospective cohort comparison study. OBJECTIVE The aim was to compare perioperative complications and 30-day readmission between ambulatory and inpatient posterior cervical foraminotomy (PCF) in the American College of Surgeons National Surgical Quality Improvement Program (NSQIP) database. SUMMARY OF BACKGROUND DATA Single-level PCF for cervical radiculopathy is increasingly being performed as an ambulatory procedure. Despite this increase, there is a lack of published literature documenting the safety of ambulatory PCF. MATERIALS AND METHODS Patients who underwent PCF (through laminotomy or laminectomy) were identified in the 2005-2018 NSQIP database. Ambulatory procedures were defined as cases that had hospital length of stay=0 days. Inpatient procedures were defined as cases that had length of stay=1-4 days. Patient characteristics, comorbidities, and procedural variables (laminotomy or laminectomy performed) were compared between the 2 cohorts. Propensity score matched comparisons were then performed for postoperative complications and 30-day readmissions between the 2 groups. RESULTS In total, 795 ambulatory and 1789 inpatient single-level PCF cases were identified. After matching, there were 795 ambulatory and 795 inpatient cases. Statistical analysis after propensity score matching revealed no significant difference in individual complications including 30-day readmission, thromboembolic events, wound complications, and reoperation, or aggregated complications between ambulatory versus matched inpatient procedures. Overall 30-day readmissions after ambulatory single-level PCF were noted for 2.46% of the study population, and the most common reasons were surgical site infections (46%) and pain control (15%). CONCLUSIONS The perioperative outcomes assessed in this study support the conclusion that single-level PCF for cervical radiculopathy can be performed for correctly selected patients in the ambulatory setting without increased rates of 30-day perioperative complications or readmissions compared with inpatient procedures. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
| | - Julia S Retzky
- Department of Orthopaedic Surgery, Hospital for Special Surgery
| | | | | | - Andre M Samuel
- Department of Orthopaedic Surgery, Hospital for Special Surgery
| | | | - Jonathan N Grauer
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT
| | - Todd J Albert
- Department of Orthopaedic Surgery, Hospital for Special Surgery
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Impact of Surgeon Experience on Outcomes of Anterior Cervical Discectomy and Fusion. J Am Acad Orthop Surg 2022; 30:e537-e546. [PMID: 34979519 DOI: 10.5435/jaaos-d-21-01080] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 12/15/2021] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION The relationship between surgeon experience and cervical fusion outcomes has yet to be assessed. We investigate perioperative characteristics, patient-reported outcomes (PROMs), and minimal clinically important difference (MCID) achievement after anterior cervical diskectomy and fusion (ACDF) by the volume of cases done throughout an orthopaedic spine surgeon's career. METHODS ACDF procedures between 2005 and 2020 were identified. Group I included the first half of ACDF cases (#1-#321). PROMs were introduced in the second half of the ACDF cases; thus, the next 322 cases were subdivided to compare PROM and MCID between subgroups (cases #322 to #483 = group II and #484 to #645 = group III). PROMs, including VAS back/leg, Oswestry Disability Index (ODI), Short Form-12 Physical Composite Score, and PROMIS-PF, were collected preoperatively/postoperatively. Demographics, perioperative variables, mean PROMs, and MCID achievement were compared between groups and subgroups using the Student t-test and chi-square. Logistic regression evaluated MCID achievement using the established threshold values. RESULTS A total of 642 patients were included (320 in group I, 161 in group II, and 161 in group III). The latter cases had significantly decreased surgical time, blood loss, and postoperative length of stay in comparison of groups and subgroups (P ≤ 0.002, all). CT-confirmed 1-year arthrodesis rates were increased among the latter cases (P = 0.045). Group II had significantly higher arthrodesis rates than group III (P = 0.039). The postoperative complication rates were lower in the latter cases (P < 0.001, all), whereas subgroup analysis revealed lower incidence of urinary retention and other complications in group III (P ≤ 0.031, all). Mean PROMs were significantly inferior in group II versus group III for VAS neck at 6 months (P = 0.030), Neck Disability Index at 6 months preoperatively (P ≤ 0.022, both), Short Form-12 Physical Composite Score at 12 weeks/2 years (P ≤ 0.047, both), and PROMIS-PF at 12 weeks/6 months (P ≤ 0.036, both). The MCID attainment rates were higher among group III for VAS neck/Neck Disability Index at 2 years (P ≤ 0.005) and overall achievement across all PROMs (P ≤ 0.015, all). DISCUSSION Increased ACDF case volume may lead to markedly decreased surgical time, blood loss, and length of postoperative stay as well as improved clinical outcomes in pain, disability, and physical function.
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Muth-Seng C, Huneidi M, Heidsieck C, Laporte S, Le Coz JY, Gille O, Skalli W. Personalised gravitational loading of the cervical spine from biplanar X-rays for asymptomatic and clinical subjects in neutral standing position. Clin Biomech (Bristol, Avon) 2022; 92:105577. [PMID: 35042094 DOI: 10.1016/j.clinbiomech.2022.105577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 01/07/2022] [Accepted: 01/09/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND As a leading cause of disability with a high societal and economic cost, it is crucial to better understand risk factors of neck pain and surgical complications. Getting subject-specific external loading is essential for quantifying muscle forces and joint loads but it requires exertion trials and load cells which are uncommon in clinical settings. METHODS This paper presents a method to compute the gravitational loading at four levels of the cervical spine (C3C4, C4C5, C5C6, C6C7) in neutral standing position from biplanar radiographs exclusively. The resulting load was decomposed in local disc frames and its components were used to compare different populations: 118 asymptomatic subjects and 46 patients before and after surgery (anterior cervical discectomy and fusion or total disc replacement). Comparisons were performed at C6C7 and the upper level adjacent to surgery. FINDINGS Significant changes in gravitational loading were observed with age in healthy subjects as well as in patients after surgery and have been associated with changes in posture. INTERPRETATION This approach quantifies the influence of postural changes on gravitational loading on the cervical spine. It represents a simple way to obtain necessary input for muscle force quantification models in clinical routine and to use them for patient evaluation. The study of the subsequent subject-specific spinal loading could help further the understanding of cervical spine biomechanics, degeneration mechanisms and complications following surgery.
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Affiliation(s)
- Christophe Muth-Seng
- Arts et Métiers Institute of Technology, Université Sorbonne Paris Nord, IBHGC - Institut de Biomécanique Humaine Georges Charpak, HESAM Université, F-75013, Paris, France.
| | - Maxime Huneidi
- Service de chirurgie orthopédique et traumatologique, Groupe Hospitalier Pellegrin, CHU de Bordeaux, Bordeaux 33076, France
| | - Cécile Heidsieck
- Arts et Métiers Institute of Technology, Université Sorbonne Paris Nord, IBHGC - Institut de Biomécanique Humaine Georges Charpak, HESAM Université, F-75013, Paris, France
| | - Sébastien Laporte
- Arts et Métiers Institute of Technology, Université Sorbonne Paris Nord, IBHGC - Institut de Biomécanique Humaine Georges Charpak, HESAM Université, F-75013, Paris, France
| | - Jean-Yves Le Coz
- Arts et Métiers Institute of Technology, Université Sorbonne Paris Nord, IBHGC - Institut de Biomécanique Humaine Georges Charpak, HESAM Université, F-75013, Paris, France
| | - Olivier Gille
- Service de chirurgie orthopédique et traumatologique, Groupe Hospitalier Pellegrin, CHU de Bordeaux, Bordeaux 33076, France
| | - Wafa Skalli
- Arts et Métiers Institute of Technology, Université Sorbonne Paris Nord, IBHGC - Institut de Biomécanique Humaine Georges Charpak, HESAM Université, F-75013, Paris, France
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Kidwell RL, Tan LA. Commentary: Symptomatic Epidural Hematoma After Elective Cervical Spine Surgery: Incidence, Timing, Risk Factors, and Associated Complications. Oper Neurosurg (Hagerstown) 2022; 22:e115-e116. [PMID: 35007237 DOI: 10.1227/ons.0000000000000070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 10/03/2021] [Indexed: 11/19/2022] Open
Affiliation(s)
| | - Lee A Tan
- Department of Neurological Surgery, UCSF Medical Center, San Francisco, California; USA
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Kang MS, You KH, Han SY, Park SM, Choi JY, Park HJ. Percutaneous Full-Endoscopic versus Biportal Endoscopic Posterior Cervical Foraminotomy for Unilateral Cervical Foraminal Disc Disease. Clin Orthop Surg 2022; 14:539-547. [DOI: 10.4055/cios22050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 04/05/2022] [Accepted: 04/05/2022] [Indexed: 11/06/2022] Open
Affiliation(s)
- Min-Seok Kang
- Department of Orthopedic Surgery, Spine Center, Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Ki-Han You
- Department of Orthopedic Surgery, Spine Center, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea
| | - Song-Yup Han
- Department of Neurosurgery, Spine Center, Yonsei Knee Spine Hospital, Seoul, Korea
| | - Sang-Min Park
- Department of Orthopaedic Surgery, Spine Center, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Jun-Young Choi
- Department of Orthopedic Surgery, Spine Center, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea
| | - Hyun-Jin Park
- Department of Orthopedic Surgery, Spine Center, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea
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Garcia JH, Haddad AF, Patel A, Safaee MM, Pennicooke B, Mummaneni PV, Clark AJ. Management of Malpositioned Cervical Interfacet Spacers: An Institutional Case Series. Cureus 2021; 13:e20450. [PMID: 35070522 PMCID: PMC8763025 DOI: 10.7759/cureus.20450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/13/2021] [Indexed: 11/05/2022] Open
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Abstract
STUDY DESIGN A bibliometric review of the literature. OBJECTIVES The aim of this study was to identify the most highly cited articles relating to cervical myelopathy and to analyze the most influential articles. SUMMARY OF BACKGROUND DATA Over the past several decades, a lot of research has been conducted regarding the subject of cervical myelopathy. Although there are a large number of articles on this topic, to our knowledge, this is the first bibliometric analysis. METHODS A selection of search terms and keywords were inputted into the "Dimensions" database and the most highly cited articles in cervical myelopathy were selected from high impact factor journals. The top 100 articles were analyzed for year of publication, authorship, publishing journals, institution and country of origin, subject matter, article type, and level of evidence. RESULTS The 100 most cited articles in the topic of cervical myelopathy were published from 1956 to 2015. These articles, their corresponding authors, and number of citations are shown in Table 1. The number of citations ranged from 121 times for the 100th article to 541 times for the top article in a total of 20 journals. The most common topic was operative technique, whereas the journals which contributed the most articles were the Spine journal and the Journal of Neurosurgery. CONCLUSION Our study provided an extensive list of the most historically significant articles regarding cervical myelopathy, acknowledging the key contributions made to the advancement of this field.Level of Evidence: 5.
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Pérez-Bovet J, Buxó M, Rimbau Muñoz J. Clinical Practice in Spine Surgery: An International Survey. J Neurol Surg A Cent Eur Neurosurg 2021; 83:451-460. [PMID: 34897620 DOI: 10.1055/s-0041-1739223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND The availability of diverse and sophisticated surgical options to treat spine conditions is compounded by the scarcity of high-level evidence to guide decision-making. Although studies on discrete treatments are frequently published, little information is available regarding real-world surgical practice. We intended to survey spine surgeons to assess clinical management of common spine diagnosis in day-to-day settings. METHODS An online survey was distributed among neurosurgeons and orthopaedic surgeons worldwide. The obtained assessment of common surgical practice is contextualized in a review of the best available evidence. RESULTS The survey was answered by more than 310 members of several European, Australasian, and South African professional societies. The submitted responses translate a surgical practice generally grounded on evidence, favoring well-tried techniques, providing comprehensive treatment for the most severe diagnoses. Such practice comes mostly from neurosurgeons focused on spine surgery, practicing in teaching hospitals. CONCLUSION We believe that the pragmatic, day-to-day approach to spine conditions captured in the present survey offers an informative insight to involved surgeons.
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Affiliation(s)
- Jordi Pérez-Bovet
- Department of Neurosurgery, University Hospital Dr. Josep Trueta, Girona, Spain
| | - Maria Buxó
- Department of Statistics, Girona Biomedical Research Institute, Salt, Girona, Spain
| | - Jordi Rimbau Muñoz
- Department of Neurosurgery, University Hospital Dr. Josep Trueta, Girona, Spain.,Department of Neurosurgery, University Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
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Abola MV, Du JY, Lin CC, Schreiber-Stainthorp W, Passias PG. Symptomatic Epidural Hematoma After Elective Cervical Spine Surgery: Incidence, Timing, Risk Factors, and Associated Complications. Oper Neurosurg (Hagerstown) 2021; 21:452-460. [PMID: 34624885 DOI: 10.1093/ons/opab344] [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: 01/21/2021] [Accepted: 08/04/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND As the rate of elective cervical spine surgery increases, studies of complications may improve quality of care. Symptomatic postoperative cervical epidural hematomas (PCEH) are rare but result in significant morbidity. Because of their low incidence, the risk factors and complications associated with symptomatic PCEH remain unclear. OBJECTIVE To clarify the prevalence, timing, variables, and complications associated with PCEH following elective cervical spine surgery. METHODS Using the American College of Surgeons National Surgical Quality Improvement Program database, cervical spine surgeries performed between 2012 and 2016 were identified using Current Procedural Terminology codes. Symptomatic PCEH was defined as readmission or reoperation events specifically associated with International Classification of Diseases code diagnoses of postoperative hematoma within 30 d of index surgery. Multivariate models were created to assess the independent association of symptomatic PCEH with other postoperative complications. RESULTS There were 53233 patients included for analysis. The overall incidence of symptomatic PCEH was 0.4% (n = 198). Reoperation occurred in 158 cases (78.8%), of which 2 required a second reoperation (1.3%). The majority (91.8%) of hematomas occurred within 15 d of surgery. Multivariate analysis identified male gender, American Society of Anesthesiologists classes 3 to 5, bleeding disorder, increasing number of operative levels, revision surgery, dural repair, and perioperative transfusion as independent factors associated with PCEH. Upon controlling for those confounders, PCEH was independently associated with cardiac arrest, stroke, deep vein thrombosis, surgical site infection, and pneumonia. CONCLUSION Postoperative epidural hematomas requiring readmission or reoperation following elective cervical spine surgery occurred at an incidence of 0.4%. Symptomatic PCEHs are associated with increased rates of numerous major morbidities.
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Affiliation(s)
- Matthew V Abola
- Department of Orthopedic Surgery, New York University Langone Orthopedic Hospital, NYU Langone Health, New York, New York, USA
| | - Jerry Y Du
- Department of Orthopedics, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Charles C Lin
- Department of Orthopedic Surgery, New York University Langone Orthopedic Hospital, NYU Langone Health, New York, New York, USA
| | - William Schreiber-Stainthorp
- Department of Orthopedic Surgery, New York University Langone Orthopedic Hospital, NYU Langone Health, New York, New York, USA
| | - Peter G Passias
- Department of Orthopedic Surgery, New York University Langone Orthopedic Hospital, NYU Langone Health, New York, New York, USA
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Bui A, Lashkari N, Formanek B, Wang JC, Buser Z, Liu JC. Incidence and Risk Factors for Postoperative Venous Thromboembolic Events in Patients Undergoing Cervical Spine Surgery. Clin Spine Surg 2021; 34:E458-E465. [PMID: 33605609 DOI: 10.1097/bsd.0000000000001140] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 12/22/2020] [Indexed: 11/26/2022]
Abstract
STUDY DESIGN This was a retrospective database study. OBJECTIVE The objective of this study was to investigate preoperative risk factors and incidence of venous thromboembolic events (VTEs) after cervical spine surgery. SUMMARY OF BACKGROUND DATA VTEs are preventable complications that may occur after spinal procedures. Globally, VTEs account for a major cause of morbidity and mortality. Preoperative risks factors associated with increased VTE incidence after cervical spine surgery have not been well-characterized. MATERIALS AND METHODS Patients undergoing anterior cervical discectomy and fusion (ACDF); posterior cervical fusion (PCF); discectomy; and decompression from 2007 to 2017 were identified using the PearlDiver Database. International Classification of Diseases (ICD) Ninth and 10th Revision codes were used to identify VTEs at 1 week, 1 month, and 3 months postoperative as well as preoperative risk factors. RESULTS Risk factors with the highest incidence of VTE at 3 months were primary coagulation disorder [ACDF=7.82%, odds ratio (OR)=3.96; decompression=11.24%, OR=3.03], central venous line (ACDF=5.68%, OR=2.11; PCF=12.58%, OR=2.27; decompression=10.17%, OR=2.80) and extremity paralysis (ACDF=6.59%, OR=2.73; PCF=18.80%, OR=2.99; decompression=11.86, OR=3.74). VTE incidence at 3 months for populations with these risks was significant for all surgery types (P<0.001) with the exception of patients with primary coagulation disorder who underwent PCF. Tobacco use had the lowest VTE incidence for all surgery types. CONCLUSIONS The total cumulative incidence of VTEs at 3-month follow-up was 3.10%, with the highest incidence of VTEs occurring within the first postoperative week (0.65% at 1 wk, 0.61% at 1 mo, 0.53% at 3 mo for ACDF; 2.56% at 1 wk, 1.93% at 1 mo, 1.45% at 3 mo for PCF; 1.37% at 1 wk, 0.93% at 1 mo, 0.91% at 3 mo for decompression). Several preoperative risk factors were found to be significant predictors for postoperative VTEs and can be used to suggest those at increased risk as well as decrease the incidence of preventable VTEs after cervical spine surgery. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
| | | | | | | | | | - John C Liu
- Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA
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Shah AA, Karhade AV, Park HY, Sheppard WL, Macyszyn LJ, Everson RG, Shamie AN, Park DY, Schwab JH, Hornicek FJ. Updated external validation of the SORG machine learning algorithms for prediction of ninety-day and one-year mortality after surgery for spinal metastasis. Spine J 2021; 21:1679-1686. [PMID: 33798728 DOI: 10.1016/j.spinee.2021.03.026] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 03/23/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Surgical decompression and stabilization in the setting of spinal metastasis is performed to relieve pain and preserve functional status. These potential benefits must be weighed against the risks of perioperative morbidity and mortality. Accurate prediction of a patient's postoperative survival is a crucial component of patient counseling. PURPOSE To externally validate the SORG machine learning algorithms for prediction of 90-day and 1-year mortality after surgery for spinal metastasis. STUDY DESIGN/SETTING Retrospective, cohort study PATIENT SAMPLE: Patients 18 years or older at a tertiary care medical center treated surgically for spinal metastasis OUTCOME MEASURES: Mortality within 90 days of surgery, mortality within 1 year of surgery METHODS: This is a retrospective cohort study of 298 adult patients at a tertiary care medical center treated surgically for spinal metastasis between 2004 and 2020. Baseline characteristics of the validation cohort were compared to the derivation cohort for the SORG algorithms. The following metrics were used to assess the performance of the algorithms: discrimination, calibration, overall model performance, and decision curve analysis. RESULTS Sixty-one patients died within 90 days of surgery and 133 died within 1 year of surgery. The validation cohort differed significantly from the derivation cohort. The SORG algorithms for 90-day mortality and 1-year mortality performed excellently with respect to discrimination; the algorithm for 1-year mortality was well-calibrated. At both postoperative time points, the SORG algorithms showed greater net benefit than the default strategies of changing management for no patients or for all patients. CONCLUSIONS With an independent, contemporary, and geographically distinct population, we report successful external validation of SORG algorithms for preoperative risk prediction of 90-day and 1-year mortality after surgery for spinal metastasis. By providing accurate prediction of intermediate and long-term mortality risk, these externally validated algorithms may inform shared decision-making with patients in determining management of spinal metastatic disease.
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Affiliation(s)
- Akash A Shah
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
| | - Aditya V Karhade
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Howard Y Park
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - William L Sheppard
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Luke J Macyszyn
- Department of Neurosurgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Richard G Everson
- Department of Neurosurgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Arya N Shamie
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Don Y Park
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Joseph H Schwab
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Francis J Hornicek
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
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Reitman CA, Hills JM, Standaert CJ, Bono CM, Mick CA, Furey CG, Kauffman CP, Resnick DK, Wong DA, Prather H, Harrop JS, Baisden J, Wang JC, Spivak JM, Schofferman J, Riew KD, Lorenz MA, Heggeness MH, Anderson PA, Rao RD, Baker RM, Emery SE, Watters WC, Sullivan WJ, Mitchell W, Tontz W, Ghogawala Z. Cervical fusion for treatment of degenerative conditions: development of appropriate use criteria. Spine J 2021; 21:1460-1472. [PMID: 34087478 DOI: 10.1016/j.spinee.2021.05.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 05/24/2021] [Accepted: 05/25/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT High quality evidence is difficult to generate, leaving substantial knowledge gaps in the treatment of spinal conditions. Appropriate use criteria (AUC) are a means of determining appropriate recommendations when high quality evidence is lacking. PURPOSE Define appropriate use criteria (AUC) of cervical fusion for treatment of degenerative conditions of the cervical spine. STUDY DESIGN/SETTING Appropriate use criteria for cervical fusion were developed using the RAND/UCLA appropriateness methodology. Following development of clinical guidelines and scenario writing, a one-day workshop was held with a multidisciplinary group of 14 raters, all considered thought leaders in their respective fields, to determine final ratings for cervical fusion appropriateness for various clinical situations. OUTCOME MEASURES Final rating for cervical fusion recommendation as either "Appropriate," "Uncertain" or "Rarely Appropriate" based on the median final rating among the raters. METHODS Inclusion criteria for scenarios included patients aged 18 to 80 with degenerative conditions of the cervical spine. Key modifiers were defined and combined to develop a matrix of clinical scenarios. The median score among the raters was used to determine the final rating for each scenario. The final rating was compared between modifier levels. Spearman's rank correlation between each modifier and the final rating was determined. A multivariable ordinal regression model was fit to determine the adjusted odds of an "Appropriate" final rating while adjusting for radiographic diagnosis, number of levels and symptom type. Three decision trees were developed using decision tree classification models and variable importance for each tree was computed. RESULTS Of the 263 scenarios, 47 (17.9 %) were rated as rarely appropriate, 66 (25%) as uncertain and 150 (57%) were rated as appropriate. Symptom type was the modifier most strongly correlated with the final rating (adjusted ρ2 = 0.58, p<.01). A multivariable ordinal regression adjusting for symptom type, diagnosis, and number of levels and showed high discriminative ability (C statistic = 0.90) and the adjusted odds ratio (aOR) of receiving a final rating of "Appropriate" was highest for myelopathy (aOR, 7.1) and radiculopathy (aOR, 4.8). Three decision tree models showed that symptom type and radiographic diagnosis had the highest variable importance. CONCLUSIONS Appropriate use criteria for cervical fusion in the setting of cervical degenerative disorders were developed. Symptom type was most strongly correlated with final rating. Myelopathy or radiculopathy were most strongly associated with an "Appropriate" rating, while axial pain without stenosis was most associated with "Rarely Appropriate."
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Affiliation(s)
- Charles A Reitman
- Baylor College of Medicine, 7200 Cambridge Street Suite 10A 10th Floor, Houston, TX 77030-4202, USA.
| | - Jeffrey M Hills
- Washington University Orthopaedics, 660 S. Euclid Avenue Campus Box 8233, Saint Louis, MO 63110-1010, USA
| | | | - Christopher M Bono
- Department of Orthopaedic Surgery, Brigham & Women's Hospital, 75 Francis Street, Boston, MA 02115-6110, USA
| | - Charles A Mick
- Pioneer Spine & Sports, 766 N. King Street, Northampton, MA 01060-1142, USA
| | - Christopher G Furey
- Case Western Reserve University, 11100 Euclid Avenue, Cleveland, OH 44106-1716, USA
| | | | - Daniel K Resnick
- Department Neurosurgery, University of Wisconsin Medical School, 600 Highland K4/834 Clinical Science Center, Madison, WI 53792-0001, USA
| | - David A Wong
- Denver Spine Surgeons, 7800 E. Orchard Road Ste. 100, Greenwood Village, CO 80111-2584, USA
| | - Heidi Prather
- C/O Melissa Armbrecht, Washington University in St. Louis-School of Medicine, 660 S. Euclid Campus Box 8233, Saint Louis, MO 63110, USA
| | - James S Harrop
- Thomas Jefferson University, 909 Walnut Street Floor 2, Philadelphia, PA 19107-5211, USA
| | - Jamie Baisden
- Department of Neurosurgery, Medical College of Wisconsin, 9200 W. Wisconsin Avenue, Milwaukee, WI 53226-3522, USA
| | - Jeffrey C Wang
- USC Spine Center, 1520 San Pablo Street Ste. 2000, Los Angeles, CA 90033-5322, USA
| | | | - Jerome Schofferman
- SpineCare Medical Group, 455 Hickey Boulevard #310, Daly City, CA 94015-2204, USA
| | - K Daniel Riew
- 425 S Euclid Avenue Ste. 5505, Saint Louis, MO 63110-1005, USA
| | - Mark A Lorenz
- Hinsdale Orthopaedic Associates, 550 W. Ogden Avenue, Hinsdale, IL 60521-3186, USA
| | - Michael H Heggeness
- University of Kansas SOM-Wichita Orthopaedic Surgery Residency Office, 929 N. Saint Francis Street Room 4076, Via Christi Regional Medical Center, Wichita, KS 67214-3821, USA
| | - Paul A Anderson
- University of Wisconsin Orthopedics & Rehabilitation, 1685 Highland Avenue Floor 6, Madison, WI 53705-2281, USA
| | - Raj D Rao
- Department of Orthopedic Surgery, Medical College of Wisconsin, 9200 W Wisconsin Avenue, Milwaukee, WI 53226-3522, USA
| | - Ray M Baker
- Washington Interventional Spine Associates, 11800 NE 128th Street,Ste. 200 MS 65, Kirkland, WA 98034-7211, USA
| | - Sanford E Emery
- Department of Orthopaedics, West Virginia University, PO Box 9196, Morgantown, WV 26506-9196, USA
| | - William C Watters
- Bone and Joint Clinic of Houston, 6624 Fannin Street Ste. 2600, Houston, TX 77030-2338, USA
| | - William J Sullivan
- Denver VA Medical Center, 1055 N. Clermont 2B-124, Denver, CO, 80220, USA
| | - William Mitchell
- Coastal Spine, 4000 Church Road, Mount Laurel, NJ 08054-1110, USA
| | | | - Zoher Ghogawala
- Department of Neurosurgery, Lahey Hospital & Medical Center, 41 Mall Road Charles A, Tufts University School of Medicine, Burlington, MA 01805-0105, USA
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von Glinski A, Elia C, Yilmaz E, Frieler S, Ishak B, Anand MK, Iwanaga J, Abdul-Jabbar A, Oskouian RJ, Tubbs RS, Chapman JR. Space-Occupying Lesions of the Retropharyngeal Space: An Anatomical Study With Application to Postoperative Retropharyngeal Hematomas. Global Spine J 2021; 11:704-708. [PMID: 32875906 PMCID: PMC8165929 DOI: 10.1177/2192568220922192] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
STUDY DESIGN Cadaver study. OBJECTIVE The retropharyngeal space's (RPS's) clinical relevance is apparent in anterior cervical spine surgery with respect to postoperative hematoma, which can cause life-threatening airway obstruction. This cadaver study aims to establish guidance toward a better understanding of the tolerance of the RPS to accommodate fluid accumulation. METHODS Five fresh-frozen cadavers were dissected in the supine position. A digital manometer and a 20 Fr Foley catheter were inserted into the RPS via an anterolateral approach. While inflating the Foley catheter, the position of the esophagus/trachea was documented using fluoroscopy, and the retropharyngeal pressure was measured. We quantified the volume required to deviate the esophagus/trachea >1 cm from its original position using fluoroscopy. We also recorded the volume required to cause a visible change to the normal neck contour. RESULTS A mean volume of 12.5 mL (mean pressure 1.50 mm Hg) was needed to cause >1 cm of esophageal deviation. Tracheal deviation was encountered at a mean volume of 20.0 mL (mean pressure of 2.39 mm Hg). External visible clinical neck contour changes were apparent at a mean volume of 39 mL. CONCLUSION A relatively small volume of fluid in the RPS can cause the esophagus/trachea to radiographically deviate. The esophagus is the structure in the RPS to be most influenced by mass effect. The mean volume of fluid required to cause clinically identifiable changes to the normal neck contour was nearly double the volume required to cause 1 cm of esophageal/tracheal deviation in a cadaver model.
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Affiliation(s)
- Alexander von Glinski
- Swedish Medical Center, Seattle, Washington, DC, USA,Seattle Science Foundation, Seattle, Washington, DC, USA,Ruhr University Bochum, Bochum, Germany,Swedish Hospital, Seattle, Washington, DC, USA,Alexander von Glinski, Seattle Science Foundation, 550 17th Avenue, Suite 600, Seattle, WA 98122, USA.
| | - Christopher Elia
- Swedish Medical Center, Seattle, Washington, DC, USA,Seattle Science Foundation, Seattle, Washington, DC, USA
| | | | - Sven Frieler
- Swedish Medical Center, Seattle, Washington, DC, USA
| | - Basem Ishak
- Swedish Medical Center, Seattle, Washington, DC, USA,Seattle Science Foundation, Seattle, Washington, DC, USA
| | | | - Joe Iwanaga
- Seattle Science Foundation, Seattle, Washington, DC, USA,Department of Neurosurgery, Tulane Center for Clinical Neurosciences, Tulane University School of Medicine
| | - Amir Abdul-Jabbar
- Swedish Medical Center, Seattle, Washington, DC, USA,Seattle Science Foundation, Seattle, Washington, DC, USA
| | - Rod J. Oskouian
- Swedish Medical Center, Seattle, Washington, DC, USA,Seattle Science Foundation, Seattle, Washington, DC, USA
| | - R. Shane Tubbs
- Swedish Medical Center, Seattle, Washington, DC, USA,St George’s University, Grenada, West Indies,Department of Neurosurgery, Tulane Center for Clinical Neurosciences, Tulane University School of Medicine
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Gibson AW, Feroze AH, Greil ME, McGrath ME, Sivakanthan S, White-Dzuro GA, Williams JR, Young CC, Hofstetter CP. Cellular allograft for multilevel stand-alone anterior cervical discectomy and fusion. Neurosurg Focus 2021; 50:E7. [PMID: 34062509 DOI: 10.3171/2021.3.focus2150] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 03/18/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Anterior cervical discectomy and fusion (ACDF) is the most common treatment for degenerative disease of the cervical spine. Given the high rate of pseudarthrosis in multilevel stand-alone ACDF, there is a need to explore the utility of novel grafting materials. In this study, the authors present a single-institution retrospective study of patients with multilevel degenerative spine disease who underwent multilevel stand-alone ACDF surgery with or without cellular allograft supplementation. METHODS In a prospectively collected database, 28 patients who underwent multilevel ACDF supplemented with cellular allograft (ViviGen) and 25 patients who underwent multilevel ACDF with decellularized allograft between 2014 and 2020 were identified. The primary outcome was radiographic fusion determined by a 1-year follow-up CT scan. Secondary outcomes included change in Neck Disability Index (NDI) scores and change in visual analog scale scores for neck and arm pain. RESULTS The study included 53 patients with a mean age of 53 ± 0.7 years who underwent multilevel stand-alone ACDF encompassing 2.6 ± 0.7 levels on average. Patient demographics were similar between the two cohorts. In the cellular allograft cohort, 2 patients experienced postoperative dysphagia that resolved by the 3-month follow-up. One patient developed cervical radiculopathy due to graft subsidence and required a posterior foraminotomy. At the 1-year CT, successful fusion was achieved in 92.9% (26/28) of patients who underwent ACDF supplemented with cellular allograft, compared with 84.0% (21/25) of patients who underwent ACDF without cellular allograft. The cellular allograft cohort experienced a significantly greater improvement in the mean postoperative NDI score (p < 0.05) compared with the other cohort. CONCLUSIONS Cellular allograft is a low-morbidity bone allograft option for ACDF. In this study, the authors determined favorable arthrodesis rates and functional outcomes in a complex patient cohort following multilevel stand-alone ACDF supplemented with cellular allograft.
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Affiliation(s)
| | - Abdullah H Feroze
- 2Department of Neurological Surgery, University of Washington, Seattle, Washington; and
| | - Madeline E Greil
- 2Department of Neurological Surgery, University of Washington, Seattle, Washington; and
| | - Margaret E McGrath
- 2Department of Neurological Surgery, University of Washington, Seattle, Washington; and
| | - Sananthan Sivakanthan
- 2Department of Neurological Surgery, University of Washington, Seattle, Washington; and
| | | | - John R Williams
- 2Department of Neurological Surgery, University of Washington, Seattle, Washington; and
| | - Christopher C Young
- 2Department of Neurological Surgery, University of Washington, Seattle, Washington; and
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Parenteau CS, Lau EC, Campbell IC, Courtney A. Prevalence of spine degeneration diagnosis by type, age, gender, and obesity using Medicare data. Sci Rep 2021; 11:5389. [PMID: 33686128 PMCID: PMC7940625 DOI: 10.1038/s41598-021-84724-6] [Citation(s) in RCA: 78] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 02/19/2021] [Indexed: 11/18/2022] Open
Abstract
Identifying the prevalence of degenerative spinal pathologies and relevant demographic risk factors is important for understanding spine injury risk, prevention, treatment, and outcome, and for distinguishing acute injuries from degenerative pathologies. Prevalence data in the literature are often based on small-scale studies focused on a single type of pathology. This study evaluates the prevalence of diagnosis of selected degenerative spinal pathology diagnoses using Medicare insurance claim data in the context of published smaller-scale studies. In addition, the data are used to evaluate whether the prevalence is affected by age, sex, diagnosed obesity, and the use of medical imaging. The Medicare Claims 5% Limited Data Set was queried to identify diagnoses of degenerative spinal pathologies. Unique patient diagnoses per year were further evaluated as a function of age, gender, and obesity diagnosis. Participants were also stratified by coding for radiological imaging accompanying each diagnosis. The overall prevalence of diagnosed spinal degenerative disease was 27.3% and increased with age. The prevalence of diagnosed disc disease was 2.7 times greater in those with radiology. The results demonstrate that degenerative findings in the spine are common, and, since asymptomatic individuals may not receive a diagnosis of degenerative conditions, this analysis likely underestimates the general prevalence of these conditions.
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Affiliation(s)
| | - Edmund C Lau
- Exponent, Inc., 3350 Peachtree Road NE, Suite 1125, Atlanta, GA, 30326, USA
| | - Ian C Campbell
- Exponent, Inc., 3350 Peachtree Road NE, Suite 1125, Atlanta, GA, 30326, USA.
| | - Amy Courtney
- Exponent, Inc., 3350 Peachtree Road NE, Suite 1125, Atlanta, GA, 30326, USA
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Gong L, Ma HN, Yi P, Tan MS. Flexion Dysfunction of Atlanto-Occipital Joint Associated with Cervical Spondylosis. Orthop Surg 2021; 13:267-275. [PMID: 33448689 PMCID: PMC7862138 DOI: 10.1111/os.12928] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 11/29/2020] [Accepted: 12/20/2020] [Indexed: 12/23/2022] Open
Abstract
Objective To investigate the association between atlanto‐occipital radiographic alignment in flexion and cervical spondylosis (CS). Methods This is a retrospective case‐control study. CS patients were recruited from our hospital, and the age/gender/body mass index (BMI)‐matched healthy controls were selected from the subjects in health examinations at the same hospital between January 2015 and May 2019. A total of 464 subjects was included in the study. There are 282 males and 182 females. The ages of patients were 20 to 67 years, and the mean age was 33.9 years. CS patients were considered the case group. Based on surgical treatments, they were subdivided into non‐operation group and operation group. The operation group and non‐operation group had 45 and 187 patients, respectively, while 232 subjects were included in the control group. The angle between McGregor's line and C1 line (O‐C1 angle) was evaluated on images taken in flexion (F‐OC) and neutral positions (N‐OC) independently. The relationship between the FOC (FOC=F‐OC—N‐OC) and Neck Disability Index (NDI) was examined, and the involvement of the FOC in the onset of CS was analyzed. Receiver operating characteristic (ROC) curve analysis was performed to determine the optimal cut‐off for detecting an increased risk of CS. Results The median follow‐up time was 51.6 months (25–115 months). The case groups, especially the operation group, tended to be older (55.8 ± 11.2 vs 41.6 ± 13.8 vs 23.5 ± 5.5 years, P < 0.001), have a higher NDI score (12.2 ± 4.5 vs 6.2 ± 2.1 vs 3.2 ± 1.2, P < 0.001), and longer medical history (10.5 ± 9.5 vs 6.8 ± 11.2 years, P < 0.001). One‐way analysis of variance showed statistically significant differences in FOC between the control and case groups (1.4° ± 1.2° vs 3.6° ± 1.9° vs 7.2° ± 2.0°, P < 0.001). Besides, a post‐hoc Tukey test showed a lower FOC in the operation group compared with that in the non‐operation group (1.4° ± 1.2° vs 3.6° ± 1.9°, P < 0.001). Using FOC as a radiological predictive model to predict CS, the cut‐off value was 4.2°. Using FOC as a radiological predictive model to predict CS, the area under the curve (AUC) was 0.86 (95% CI: 0.78–0.92, P < 0.001). In the univariable risk analysis model, conditional logistic regression showed that the FOC level was an independent factor with an important role in the risk of CS. The odds rose to 8.2 times when FOC reached the level under 4.2° (OR = 8.2; 95% CI: 6.4–10.0; P < 0.001). There existed a significant negative correlation between FOC levels and NDI (r = −0.451, P = 0.016). Conclusions Stiff O‐C1, which is defined as FOC ≤ 4.2°, represented decreased flexion dysfunction of atlanto‐occipital joint and is closely associated with high risk for the occurrence of CS. This finding could show a possible relationship between upper and lower cervical spine and help spine surgeons to understand the pathological process of CS and implement appropriate management.
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Affiliation(s)
- Long Gong
- Department of Orthopaedic, China-Japan Friendship Hospital, Peking Union Medical College, Chinese Academy of Medical College, Beijing, China
| | - Hao-Ning Ma
- Department of Orthopaedic, China-Japan Friendship Hospital, Peking Union Medical College, Chinese Academy of Medical College, Beijing, China
| | - Ping Yi
- Department of Orthopaedic, China-Japan Friendship Hospital, Peking Union Medical College, Chinese Academy of Medical College, Beijing, China
| | - Ming-Sheng Tan
- Department of Orthopaedic, China-Japan Friendship Hospital, Peking Union Medical College, Chinese Academy of Medical College, Beijing, China
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Diaz A, Chin C, Burks SS, McCarthy D, Matadial C, Levene HB. A Retrospective Pilot Study for Preoperative Screening to Prevent Iatrogenic Cervical Spinal Cord Injury. Cureus 2021; 13:e12550. [PMID: 33564543 PMCID: PMC7863023 DOI: 10.7759/cureus.12550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
PURPOSE The preoperative medical clearance process is well established to screen for medical comorbidities and therefore must be thorough. However, screening for potential cervical spine disease is often overlooked. In older surgical candidates, the presence of cervical spondylosis can increase risk of iatrogenic cervical spine injury during prolonged neck extension in non-spinal surgeries. We present a standard protocol for cervical spine clearance and a novel sustained neck extension maneuver through a retrospective case series. METHODS Sixty-three consecutive cases that underwent preoperative cervical clearance between April 2012 and December 2019 were reviewed. Referral for clearance occurred through the department of anesthesiology after concerning radiographic or physical exam findings were noted. A standard preoperative screening protocol with a sustained one-minute neck extension maneuver was implemented. Recommendations were made for standard neck precautions with or without neuromonitoring or for cervical spine decompression surgery prior to the planned procedure. RESULTS There were 25 patients with symptoms of myelopathy, 11 with radiculopathy and 13 with neck pain at baseline. Cervical spondylosis was observed in 51 patients, cervical canal stenosis in 29 and cervical myelomalacia in six. Fifty-seven patients underwent neck extension exam and 25 exhibited new or worsening symptoms. Myelopathic symptoms and radicular pain at baseline and positive Hoffman's and Spurling's sign, independently, were significantly associated with a positive neck extension exam (p<0.05). Fourteen patients were recommended for cervical decompression prior to planned procedure. CONCLUSIONS Our preoperative cervical spine clearance protocol is safe and may aid in identifying patients susceptible to iatrogenic cervical spine injury.
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Affiliation(s)
- Anthony Diaz
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, USA
| | - Christopher Chin
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, USA
| | - Stephen S Burks
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, USA
| | - David McCarthy
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, USA
| | - Christina Matadial
- Department of Anesthesiology, University of Miami Miller School of Medicine/Miami Veteran Affairs Healthcare System, Miami, USA
| | - Howard B Levene
- Research, Miami Veterans Hospital, Miami, USA.,Neurological Surgery, Levene Neurosurgical Consulting, Inc, Miami, USA
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Marrache M, Harris AB, Puvanesarajah V, Raad M, Hassanzadeh H, Riley LH, Skolasky RL, Bicket M, Jain A. Health Care Resource Utilization in Commercially Insured Patients Undergoing Anterior Cervical Discectomy and Fusion for Degenerative Cervical Pathology. Global Spine J 2021; 11:108-115. [PMID: 32875850 PMCID: PMC7734273 DOI: 10.1177/2192568219899340] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
STUDY DESIGN Retrospective review of an administrative database. OBJECTIVES The aim of our study was to investigate the distribution of spending for the entire episode of care among nonelderly, commercially insured patients undergoing elective, inpatient anterior cervical discectomy and fusion (ACDF) surgeries for degenerative cervical pathology. METHODS Using a private insurance claims database, we identified patients who underwent single-level, inpatient ACDF for degenerative spinal disease. Patients were selected using a combination of Current Procedural Terminology (CPT) and International Classification of Diseases (ICD) codes. Entire episode of care was defined as 6-months before (preoperative) to 6 months after (postoperative) the surgical admission. RESULTS In our cohort containing 33 209 patients, perioperative median spending per patient (MSPP) within the year encompassing surgery totaled $37 020 (interquartile range [IQR] $28 363-$49 206), with preoperative, surgical admission, and postoperative spending accounting for 9.8%, 80.7%, and 9.5% of total spending, respectively. Preoperatively, MSPP was $3109 (IQR $1806-$5215), 48% of patients underwent physical therapy, and 31% underwent injections in the 6 months period prior to surgery. Postoperatively, MSPP was $1416 (IQR $398-$3962), and unplanned hospital readmission (6% incidence) accounted for 33% of the overall postoperative spending. Discharge to a nonhome discharge disposition was associated with higher postoperative spending ($14 216) compared with patients discharged home ($1468) and home with home care ($2903), P < .001. CONCLUSION Understanding the elements and distribution of perioperative spending for the episode of care in patients undergoing ACDF surgery for degenerative conditions is important for health care planning and resource allocation.
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Affiliation(s)
| | | | | | - Micheal Raad
- The Johns Hopkins University, Baltimore, MD, USA
| | | | - Lee H. Riley
- The Johns Hopkins University, Baltimore, MD, USA
| | | | - Mark Bicket
- The Johns Hopkins University, Baltimore, MD, USA
| | - Amit Jain
- The Johns Hopkins University, Baltimore, MD, USA,Amit Jain, Department of Orthopaedic Surgery, The Johns Hopkins University, 601 North Caroline Street, JHOC 5223, Baltimore, MD 21287, USA.
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Borgstedt L, Blobner M, Musiol M, Bratke S, Syryca F, Rammes G, Jungwirth B, Schmid S. Neurotoxicity of different amyloid beta subspecies in mice and their interaction with isoflurane anaesthesia. PLoS One 2020; 15:e0242989. [PMID: 33270674 PMCID: PMC7714346 DOI: 10.1371/journal.pone.0242989] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 11/12/2020] [Indexed: 12/01/2022] Open
Abstract
Background The aim of this study was to assess different amyloid beta subspecies’ effects on behaviour and cognition in mice and their interaction with isoflurane anaesthesia. Methods After governmental approval, cannulas were implanted in the lateral cerebral ventricle. After 14 days the mice were randomly intracerebroventricularly injected with Aβ 1–40 (Aβ40), Aβ 1–42 (Aβ42), 3NTyr10-Aβ (Aβ nitro), AβpE3-42 (Aβ pyro), or phosphate buffered saline. Four days after the injection, 30 mice (6 animals per subgroup) underwent general anaesthesia with isoflurane. A “sham” anaesthetic procedure was performed in another 30 mice (6 animals per subgroup, 10 subgroups in total). During the next eight consecutive days a blinded assessor evaluated behavioural and cognitive performance using the modified hole-board test. Following the testing we investigated 2 brains per subgroup for insoluble amyloid deposits using methoxy staining. We used western blotting in 4 brains per subgroup for analysis of tumour-necrosis factor alpha, caspase 3, glutamate receptors NR2B, and mGlu5. Data were analysed using general linear modelling and analysis of variance. Results Aβ pyro improved overall cognitive performance (p = 0.038). This cognitive improvement was reversed by isoflurane anaesthesia (p = 0.007), presumably mediated by decreased exploratory behaviour (p = 0.022 and p = 0.037). Injection of Aβ42 was associated with increased anxiety (p = 0.079). Explorative analysis on a limited number of brains did not reveal insoluble amyloid deposits or differences in the expression of tumour-necrosis factor alpha, NR2B, mGlu5, or caspase 3. Conclusions Testing cognitive performance after intracerebroventricular injection of different amyloid beta subspecies revealed that Aβ pyro might be less harmful, which was reversed by isoflurane anaesthesia. There is minor evidence for Aβ42-mediated neurotoxicity. Preliminary molecular analysis of biomarkers did not clarify pathophysiological mechanisms.
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Affiliation(s)
- Laura Borgstedt
- Department of Anaesthesiology and Intensive Care Medicine, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
| | - Manfred Blobner
- Department of Anaesthesiology and Intensive Care Medicine, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
- Department of Anaesthesiology and Intensive Care Medicine, University Hospital Ulm, Ulm University, Ulm, Germany
| | - Maximilian Musiol
- Department of Anaesthesiology and Intensive Care Medicine, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
| | - Sebastian Bratke
- Department of Anaesthesiology and Intensive Care Medicine, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
| | - Finn Syryca
- Department of Anaesthesiology and Intensive Care Medicine, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
| | - Gerhard Rammes
- Department of Anaesthesiology and Intensive Care Medicine, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
| | - Bettina Jungwirth
- Department of Anaesthesiology and Intensive Care Medicine, University Hospital Ulm, Ulm University, Ulm, Germany
| | - Sebastian Schmid
- Department of Anaesthesiology and Intensive Care Medicine, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
- Department of Anaesthesiology and Intensive Care Medicine, University Hospital Ulm, Ulm University, Ulm, Germany
- * E-mail:
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Identifying the Most Appropriate ACDF Patients for an Ambulatory Surgery Center: A Pilot Study Using Inpatient and Outpatient Hospital Data. Clin Spine Surg 2020; 33:418-423. [PMID: 32235168 DOI: 10.1097/bsd.0000000000000967] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
STUDY DESIGN Retrospective cohort analysis of prospectively collected data. OBJECTIVES Using a national cohort of patients undergoing elective anterior cervical discectomy and fusion (ACDF) in an inpatient/outpatient setting, the current objectives were to: (1) outline preoperative factors that were associated with complications, and (2) describe potentially catastrophic complications so that this data can help stratify the best suited patients for an ambulatory surgery center (ASC) compared with a hospital setting. SUMMARY OF BACKGROUND DATA ASCs are increasingly utilized for spinal procedures and represent an enormous opportunity for cost savings. However, ASCs have come under scrutiny for profit-driven motives, lack of adequate safety measures, and inability to handle complications. METHODS Adults who underwent ACDF between 2008 and 2014 were identified in the National Surgical Quality Improvement Program (NSQIP) database. Inclusion criteria were: principal procedure ACDF [Current Procedural Terminology (CPT) 22551, 22552], elective, neurological/orthopedic surgeons, length of stayof 0/1 day, and being discharged home. The primary outcome was presence of any complication. The secondary outcome was occurrence of potentially catastrophic complications. RESULTS A total of 12,169 patients underwent elective ACDF with a length of stay of 0/1 day and were discharged directly home. A total of 179 (1.47%) patients experienced a complication. Multivariate logistic regression revealed the following factors were significantly associated with a complication: Charlson Comorbidity Index (CCI) >3, history of transient ischemic attack/cerebrovascular accident, abnormal bilirubin, and operative time of >2 hours. Approximate comorbidity score cutoffs associated with <2% risk of complication were: American Society of Anesthesiologists (ASA)≤2, CCI≤2, modified frailty index (mFI) ≤0.182. A total of 51 (0.4%) patients experienced potentially catastrophic complications. CONCLUSIONS The current results represent a preliminary, pilot analysis using inpatient/outpatient data in selecting appropriate patients for an ASC. The incidence of potentially catastrophic complication was 0.4%. These results should be validated in multi-institution studies to further optimize appropriate patient selection for ASCs.
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