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Passias PG, Williamson TK, Kummer NA, Pellisé F, Lafage V, Lafage R, Serra-Burriel M, Smith JS, Line B, Vira S, Gum JL, Haddad S, Sánchez Pérez-Grueso FJ, Schoenfeld AJ, Daniels AH, Chou D, Klineberg EO, Gupta MC, Kebaish KM, Kelly MP, Hart RA, Burton DC, Kleinstück F, Obeid I, Shaffrey CI, Alanay A, Ames CP, Schwab FJ, Hostin RA, Bess S. Cost Benefit of Implementation of Risk Stratification Models for Adult Spinal Deformity Surgery. Global Spine J 2025; 15:818-830. [PMID: 38081300 PMCID: PMC11881114 DOI: 10.1177/21925682231212966] [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] [Indexed: 12/22/2023] Open
Abstract
STUDY DESIGN/SETTING Retrospective cohort study. OBJECTIVE Assess the extent to which defined risk factors of adverse events are drivers of cost-utility in spinal deformity (ASD) surgery. METHODS ASD patients with 2-year (2Y) data were included. Tertiles were used to define high degrees of frailty, sagittal deformity, blood loss, and surgical time. Cost was calculated using the Pearl Diver registry and cost-utility at 2Y was compared between cohorts based on the number of risk factors present. Statistically significant differences in cost-utility by number of baseline risk factors were determined using ANOVA, followed by a generalized linear model, adjusting for clinical site and surgeon, to assess the effects of increasing risk score on overall cost-utility. RESULTS By 2 years, 31% experienced a major complication and 23% underwent reoperation. Patients with ≤2 risk factors had significantly less major complications. Patients with 2 risk factors improved the most from baseline to 2Y in ODI. Average cost increased by $8234 per risk factor (R2 = .981). Cost-per-QALY at 2Y increased by $122,650 per risk factor (R2 = .794). Adjusted generalized linear model demonstrated a significant trend between increasing risk score and increasing cost-utility (r2 = .408, P < .001). CONCLUSIONS The number of defined patient-specific and surgical risk factors, especially those with greater than two, were associated with increased index surgical costs and diminished cost-utility. Efforts to optimize patient physiology and minimize surgical risk would likely reduce healthcare expenditures and improve the overall cost-utility profile for ASD interventions.Level of evidence: III.
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Affiliation(s)
- Peter G. Passias
- Departments of Orthopedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute, NY, NY, USA
| | - Tyler K. Williamson
- Department of Orthopaedic Surgery, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Nicholas A. Kummer
- Departments of Orthopedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute, NY, NY, USA
| | - Ferran Pellisé
- Spine Surgery Unit, Vall d’Hebron Hospital, Barcelona, Spain
| | - Virginie Lafage
- Department of Orthopaedics, Lenox Hill Hospital, New York, NY, USA
| | - Renaud Lafage
- Department of Orthopaedics, Hospital for Special Surgery, New York, NY, USA
| | - Miguel Serra-Burriel
- Center for Research in Health and Economics, Universitat Pompeu Fabra, Barcelona, Spain
| | - Justin S. Smith
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, VA, USA
| | - Breton Line
- Denver International Spine Center, Presbyterian St. Luke’s/Rocky Mountain Hospital for Children, Denver, CO, USA
| | - Shaleen Vira
- Department of Orthopedic Surgery, UT Southwestern Medical Center, Dallas, TX, USA
| | | | - Sleiman Haddad
- Spine Surgery Unit, Vall d’Hebron Hospital, Barcelona, Spain
| | | | - Andrew J. Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Alan H. Daniels
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence, RI, USA
| | - Dean Chou
- Department of Neurosurgery, University of California, San Francisco, CA, USA
| | - Eric O. Klineberg
- Department of Orthopedic Surgery, University of California Davis, Sacramento, CA, USA
| | - Munish C. Gupta
- Department of Orthopaedic Surgery, Washington University in St. Louis, Missouri, USA
| | - Khaled M. Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Michael P. Kelly
- Department of Orthopaedic Surgery, Rady Children’s Hospital, San Diego, CA, USA
| | - Robert A. Hart
- Department of Orthopaedic Surgery, Swedish Neuroscience Institute, Seattle, WA, USA
| | - Douglas C. Burton
- Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City, KS, USA
| | - Frank Kleinstück
- Spine Center Division, Department of Orthopedics and Neurosurgery, Schulthess Klinik, Zürich, Switzerland
| | - Ibrahim Obeid
- Spine Surgery Unit, Bordeaux University Hospital, Bordeaux, France
| | - Christopher I. Shaffrey
- Spine Division, Departments of Neurosurgery and Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Ahmet Alanay
- Department of Orthopedics and Traumatology, Acıbadem University, Istanbul, Turkey
| | - Christopher P. Ames
- Department of Neurosurgery, University of California, San Francisco, CA, USA
| | - Frank J. Schwab
- Department of Orthopaedics, Lenox Hill Hospital, New York, NY, USA
| | - Richard A. Hostin
- Department of Orthopaedic Surgery, Baylor Scoliosis Center, Dallas, TX, USA
| | - Shay Bess
- Denver International Spine Center, Presbyterian St. Luke’s/Rocky Mountain Hospital for Children, Denver, CO, USA
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2
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Kim AH, Hostin RA, Yeramaneni S, Gum JL, Nayak P, Line BG, Bess S, Passias PG, Hamilton DK, Gupta MC, Smith JS, Lafage R, Diebo BG, Lafage V, Klineberg EO, Daniels AH, Protopsaltis TS, Schwab FJ, Shaffrey CI, Ames CP, Burton DC, Kebaish KM. Thoracolumbar fusions for adult lumbar deformity show superior QALY gain and lower costs compared with upper thoracic fusions. Spine Deform 2024; 12:1783-1791. [PMID: 39090432 DOI: 10.1007/s43390-024-00919-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 06/09/2024] [Indexed: 08/04/2024]
Abstract
PURPOSE Adult spinal deformity (ASD) patients with sagittal plane deformity (N) or structural lumbar/thoraco-lumbar (TL) curves can be treated with fusions stopping at the TL junction or extending to the upper thoracic (UT) spine. This study evaluates the impact on cost/cumulative quality-adjusted life year (QALY) in patients treated with TL vs UT fusion. METHODS ASD patients with > 4-level fusion and 2-year follow-up were included. Index and total episode-of-care costs were estimated using average itemized direct costs obtained from hospital records. Cumulative QALY gained were calculated from preoperative to 2-year postoperative change in Short Form Six-Dimension (SF-6D) scores. The TL and UT groups comprised patients with upper instrumented vertebrae (UIV) at T9-T12 and T2-T5, respectively. RESULTS Of 566 patients with type N or L curves, mean age was 63.2 ± 12.1 years, 72% were female and 93% Caucasians. Patients in the TL group had better sagittal vertical axis (7.3 ± 6.9 vs. 9.2 ± 8.1 cm, p = 0.01), lower surgical invasiveness (- 30; p < 0.001), and shorter OR time (- 35 min; p = 0.01). Index and total costs were 20% lower in the TL than in the UT group (p < 0.001). Cost/QALY was 65% lower (492,174.6 vs. 963,391.4), and 2-year QALY gain was 40% higher, in the TL than UT group (0.15 vs. 0.10; p = 0.02). Multivariate model showed TL fusions had lower total cost (p = 0.001) and higher QALY gain (p = 0.03) than UT fusions. CONCLUSION In Schwab type N or L curves, TL fusions showed lower 2-year cost and improved QALY gain without increased reoperation rates or length of stay than UT fusions. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Andrew H Kim
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N Caroline St. 5th Floor, Baltimore, MD, 21205, USA
| | - Richard A Hostin
- Department of Orthopaedic Surgery, Baylor Scoliosis Center, Plano, TX, USA
| | - Samrat Yeramaneni
- Department of Orthopaedic Surgery, Baylor Scoliosis Center, Plano, TX, USA
| | | | - Pratibha Nayak
- Department of Orthopaedic Surgery, Baylor Scoliosis Center, Plano, TX, USA
| | - Breton G Line
- Denver International Spine Center, Rocky Mountain Hospital for Children and Presbyterian St. Luke's Medical Center, Denver, CO, USA
| | - Shay Bess
- Denver International Spine Center, Rocky Mountain Hospital for Children and Presbyterian St. Luke's Medical Center, Denver, CO, USA
| | - Peter G Passias
- Department of Orthopaedic Surgery, NYU Hospital for Joint Diseases, New York, NY, USA
| | - D Kojo Hamilton
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Munish C Gupta
- Department of Orthopedic Surgery, Washington University, St. Louis, MO, USA
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Renaud Lafage
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY, USA
| | - Bassel G Diebo
- Department of Orthopedic Surgery, Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Virginie Lafage
- Department of Orthopedic Surgery, Lenox Hill Hospital, New York, NY, USA
| | - Eric O Klineberg
- Department of Orthopedic Surgery, McGovern Medical School, University of Texas Health, Houston, TX, USA
| | - Alan H Daniels
- Department of Orthopedic Surgery, Warren Alpert Medical School, Brown University, Providence, RI, USA
| | | | - Frank J Schwab
- Department of Orthopedic Surgery, Lenox Hill Hospital, New York, NY, USA
| | - Christopher I Shaffrey
- Department of Neurosurgery and Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Christopher P Ames
- Department of Neurosurgery, University of California San Francisco School of Medicine, San Francisco, CA, USA
| | - Douglas C Burton
- Department of Orthopedic Surgery, University of Kansas School of Medicine, Kansas City, KS, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University, 601 N Caroline St. 5th Floor, Baltimore, MD, 21205, USA.
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Trends, payments, and costs associated with BMP use in Medicare beneficiaries undergoing spinal fusion. Spine J 2023; 23:816-823. [PMID: 36709918 DOI: 10.1016/j.spinee.2023.01.012] [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: 08/03/2022] [Revised: 01/18/2023] [Accepted: 01/19/2023] [Indexed: 01/28/2023]
Abstract
BACKGROUND CONTEXT Bone morphogenic protein (BMP) promotes bony fusion but increases costs. Recent trends in BMP use among Medicare patients have not been well-characterized. PURPOSE To assess utilization trends, complication, payments, and costs associated with BMP use in spinal fusion in a Medicare-insured population. STUDY DESIGN/SETTING Retrospective cohort study. PATIENT SAMPLE Total of 316,070 patients who underwent spinal fusion in a 20% sample of Medicare-insured patients, 2006 to 2015. OUTCOME MEASURES Utilization trends across time and geography, complications, payments, and costs. METHODS Patients were stratified by fusion type and diagnosis. Multivariable logistic and linear regression were used to adjust for the effect of baseline characteristics on complications and total payments or cost, respectively. RESULTS BMP was used in 60,249 cases (19.1%). BMP utilization rates decreased from 23.1% in 2006 to 12.0% in 2015, most significantly in anterior cervical (7.5%-3.1%), posterior cervical (17.0%-8.3%), and posterior lumbar fusions (31.5%-15.8%). There are significant state- and region-level geographic differences in BMP utilization. Across all years, states with the highest BMP use were Indiana (28.5%), Colorado (26.6%), and Nevada (25.7%). States with the lowest BMP use were Maine (2.3%), Vermont (8.2%), and Mississippi (10.4%). After multivariate risk adjustment, BMP use was associated with decreased overall complications in thoracic (odds ratios [OR] [95% confidence intervals [CI]): 0.89 [0.81-0.99]) and anterior lumbar fusions (OR [95% CI]: 0.89 [0.84-0.95]), as well as increased reoperation rates in anterior cervical (OR [95% CI]: 1.11 [1.04-1.19]), posterior cervical (OR (95% CI): 1.14 (1.04-1.25)), thoracic (OR (95% CI): 1.32 (1.23-1.41)), and posterior lumbar fusions (OR (95% CI): 1.11 (1.06-1.16)). BMP use was also associated with greater total costs, independent of fusion type, after multivariate risk adjustment (p<.0001). Payments, however, were comparable between groups in anterior and posterior cervical fusion with or without BMP. BMP use was associated with greater total payments in thoracic, anterior lumbar, and posterior lumbar fusions. Notably, the difference in payments was smaller than the associated cost increase in all fusion types. CONCLUSIONS BMP use has declined across all fusion types over the last decade, after a peak in 2007. While BMP is associated with greater costs, reimbursement does not increase proportionally with BMP cost.
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Lopez Poncelas M, La Barbera L, Rawlinson JJ, Polly DW, Aubin CE. Influence of spinal lordosis correction location on proximal junctional failure: a biomechanical study. Spine Deform 2023; 11:49-58. [PMID: 36083462 DOI: 10.1007/s43390-022-00571-z] [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: 12/22/2021] [Accepted: 08/13/2022] [Indexed: 10/14/2022]
Abstract
STUDY DESIGN Assessment of sagittal lordosis distribution on mechanical proximal junctional failure-related risks through computer-based biomechanical models. OBJECTIVE To biomechanically assess how lordosis distribution influences radiographical and biomechanical indices related to Proximal Junctional Failure (PJF). The "optimal" patient-specific targets to restore the sagittal balance in posterior spinal fusion are still not known. Among these, the effect of the lumbar lordosis correction strategy on complications such as PJF remain uncertain. METHODS In this computational biomechanical study, five adult spinal deformity patients who underwent posterior spinal fixation were retrospectively reviewed. Their surgery, first erect posture and flexion movement were simulated with a patient-specific multibody model. Three pedicle subtraction osteotomy (PSO) levels (L3, L4, and L5) were simulated, with consistent global lordosis for a given patient and pelvic tilt adjusted accordingly to the actual surgery. Computed loads on the anterior spine and instrumentation were analyzed and compared using Kruskal-Wallis statistical tests and Spearman correlations. RESULTS In these models, no significant correlations were found between the lordosis distribution index (LDI), PSO level and biomechanical PJF-related indices. However, increasing the sagittal vertical axis (SVA) and thoracolumbar junction angle (TLJ) and decreasing the sacral slope (SS) increased the bending moment sustained by the rods at the proximal instrumented level (r = 0.52, 0.57, - 0.56, respectively, p < 0.05). There was a negative correlation between SS and the bending moment held by the adjacent proximal segment (r = - 0.71, p < 0.05). CONCLUSION Based on these biomechanical simulations, there was no correlation between the lordosis distribution and PJF-associated biomechanical factors. However, increasing SS and flattening the TLJ, as postural adjustment strategies required by a more distal PSO, did decrease such PJF-related factors. Sagittal restoration and PJF risks remain multifactorial, and the use of patient-specific biomechanical models may help to better understand the complex interrelated mechanisms.
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Affiliation(s)
- Maeva Lopez Poncelas
- Department of Mechanical Engineering, Polytechnique Montréal, Downtown Station, P.O. Box 6079, Montreal, QC, H3C 3A7, Canada.,Research Center, Sainte-Justine University Hospital Center, 3175, Cote Sainte-Catherine Road, Montreal, QC, H3T 1C5, Canada
| | - Luigi La Barbera
- Department of Mechanical Engineering, Polytechnique Montréal, Downtown Station, P.O. Box 6079, Montreal, QC, H3C 3A7, Canada.,Research Center, Sainte-Justine University Hospital Center, 3175, Cote Sainte-Catherine Road, Montreal, QC, H3T 1C5, Canada.,Laboratory of Biological Structure Mechanics, Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Piazza Leonardo da Vinci, 32 20133, Milan, MI, Italy
| | - Jeremy J Rawlinson
- Department of Mechanical Engineering, Polytechnique Montréal, Downtown Station, P.O. Box 6079, Montreal, QC, H3C 3A7, Canada.,Spine Applied Research, Cranial and Spinal Technologies Medtronic, 18400 Pyramid Place, Memphis, TN, 38132, USA
| | - David W Polly
- Department of Orthopaedic Surgery, University of Minnesota, 2512 South 7th Street, Suite R200, Minneapolis, MN, 55455, USA
| | - Carl-Eric Aubin
- Department of Mechanical Engineering, Polytechnique Montréal, Downtown Station, P.O. Box 6079, Montreal, QC, H3C 3A7, Canada. .,Research Center, Sainte-Justine University Hospital Center, 3175, Cote Sainte-Catherine Road, Montreal, QC, H3T 1C5, Canada.
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5
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Elias E, Bess S, Line B, Lafage V, Lafage R, Klineberg E, Kim HJ, Passias PG, Nasser Z, Gum JL, Kebaish K, Eastlack R, Daniels AH, Mundis G, Hostin R, Protopsaltis TS, Soroceanu A, Hamilton DK, Kelly MP, Gupta M, Hart R, Schwab FJ, Burton D, Ames CP, Shaffrey CI, Smith JS. Outcomes of operative treatment for adult spinal deformity: a prospective multicenter assessment with mean 4-year follow-up. J Neurosurg Spine 2022; 37:607-616. [PMID: 35535835 DOI: 10.3171/2022.3.spine2295] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Accepted: 03/16/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The current literature has primarily focused on the 2-year outcomes of operative adult spinal deformity (ASD) treatment. Longer term durability is important given the invasiveness, complications, and costs of these procedures. The aim of this study was to assess minimum 3-year outcomes and complications of ASD surgery. METHODS Operatively treated ASD patients were assessed at baseline, follow-up, and through mailings. Patient-reported outcome measures (PROMs) included scores on the Oswestry Disability Index (ODI), Scoliosis Research Society-22r (SRS-22r) questionnaire, mental component summary (MCS) and physical component summary (PCS) of the SF-36, and numeric rating scale (NRS) for back and leg pain. Complications were classified as perioperative (≤ 90 days), delayed (90 days to 2 years), and long term (≥ 2 years). Analyses focused on patients with minimum 3-year follow-up. RESULTS Of 569 patients, 427 (75%) with minimum 3-year follow-up (mean ± SD [range] 4.1 ± 1.1 [3.0-9.6] years) had a mean age of 60.8 years and 75% were women. Operative treatment included a posterior approach for 426 patients (99%), with a mean ± SD 12 ± 4 fusion levels. Anterior lumbar interbody fusion was performed in 35 (8%) patients, and 89 (21%) underwent 3-column osteotomy. All PROMs improved significantly from baseline to last follow-up, including scores on ODI (45.4 to 30.5), PCS (31.0 to 38.5), MCS (45.3 to 50.6), SRS-22r total (2.7 to 3.6), SRS-22r activity (2.8 to 3.5), SRS-22r pain (2.3 to 3.4), SRS-22r appearance (2.4 to 3.5), SRS-22r mental (3.4 to 3.7), SRS-22r satisfaction (2.7 to 4.1), NRS for back pain (7.1 to 3.8), and NRS for leg pain (4.8 to 3.0) (all p < 0.001). Degradations in some outcome measures were observed between the 2-year and last follow-up evaluations, but the magnitudes of these degradations were modest and arguably not clinically significant. Overall, 277 (65%) patients had at least 1 complication, including 185 (43%) perioperative, 118 (27%) delayed, and 56 (13%) long term. Notably, the 142 patients who did not achieve 3-year follow-up were similar to the study patients in terms of demographic characteristics, deformities, and baseline PROMs and had similar rates and types of complications. CONCLUSIONS This prospective multicenter analysis demonstrated that operative ASD treatment provided significant improvement of health-related quality of life at minimum 3-year follow-up (mean 4.1 years), suggesting that the benefits of surgery for ASD remain durable at longer follow-up. These findings should prove useful for counseling, cost-effectiveness assessments, and efforts to improve the safety of care.
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Affiliation(s)
- Elias Elias
- 1Department of Neurosurgery, University of Virginia, Charlottesville, Virginia
| | - Shay Bess
- 2Presbyterian St. Luke's Medical Center, Denver, Colorado
| | - Breton Line
- 2Presbyterian St. Luke's Medical Center, Denver, Colorado
| | - Virginie Lafage
- 3Department of Orthopedic Surgery, Lenox Hill Hospital, New York, New York
| | - Renaud Lafage
- 4Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, New York
| | - Eric Klineberg
- 5Department of Orthopaedic Surgery, University of California, Davis, Sacramento, California
| | - Han Jo Kim
- 4Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, New York
| | - Peter G Passias
- 6Department of Orthopaedic Surgery, NYU Hospital for Joint Diseases, New York, New York
| | - Zeina Nasser
- 7Neuroscience Research Center, Faculty of Medical Sciences, Lebanese University, Hadath, Lebanon
| | | | - Khal Kebaish
- 9Department of Orthopedic Surgery, Johns Hopkins Hospital, Baltimore, Maryland
| | | | - Alan H Daniels
- 11Department of Orthopedic Surgery, Brown University, Providence, Rhode Island
| | | | - Richard Hostin
- 12Department of Orthopaedic Surgery, Baylor Scoliosis Center, Plano, Texas
| | | | - Alex Soroceanu
- 13Department of Orthopedic Surgery, University of Calgary, Alberta, Canada
| | - D Kojo Hamilton
- 14Department of Neurosurgery, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Michael P Kelly
- 15Department of Orthopedic Surgery, Rady Children's Hospital, San Diego, California
| | - Munish Gupta
- 16Department of Orthopedic Surgery, Washington University, St. Louis, Missouri
| | - Robert Hart
- 17Department of Orthopaedic Surgery, Swedish Medical Center, Seattle, Washington
| | - Frank J Schwab
- 3Department of Orthopedic Surgery, Lenox Hill Hospital, New York, New York
| | - Douglas Burton
- 18Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City, Kansas
| | - Christopher P Ames
- 19Department of Neurological Surgery, University of California, San Francisco, California; and
| | - Christopher I Shaffrey
- 20Departments of Neurosurgery and Orthopedic Surgery, Duke University, Durham, North Carolina
| | - Justin S Smith
- 1Department of Neurosurgery, University of Virginia, Charlottesville, Virginia
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