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Passias PG, Passfall L, Tretiakov PS, Das A, Onafowokan OO, Smith JS, Lafage V, Lafage R, Line B, Gum J, Kebaish KM, Than KD, Mundis G, Hostin R, Gupta M, Eastlack RK, Chou D, Forman A, Diebo B, Daniels AH, Protopsaltis T, Hamilton DK, Soroceanu A, Pinteric R, Mummaneni P, Kim HJ, Anand N, Ames CP, Hart R, Burton D, Schwab FJ, Shaffrey C, Klineberg EO, Bess S. Have We Made Advancements in Optimizing Surgical Outcomes and Enhancing Recovery for Patients With High-Risk Adult Spinal Deformity Over Time? Oper Neurosurg (Hagerstown) 2025; 28:617-626. [PMID: 39589896 DOI: 10.1227/ons.0000000000001420] [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: 04/03/2024] [Accepted: 07/19/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND AND OBJECTIVES The spectrum of patients requiring adult spinal deformity (ASD) surgery is highly variable in baseline (BL) risk such as age, frailty, and deformity severity. Although improvements have been realized in ASD surgery over the past decade, it is unknown whether these carry over to high-risk patients. We aim to determine temporal differences in outcomes at 2 years after ASD surgery in patients stratified by BL risk. METHODS Patients ≥18 years with complete pre- (BL) and 2-year (2Y) postoperative data from 2009 to 2018 were categorized as having undergone surgery from 2009 to 2013 [early] or from 2014 to 2018 [late]. High-risk [HR] patients met ≥2 of the criteria: (1) ++ BL pelvic incidence and lumbar lordosis or SVA by Scoliosis Research Society (SRS)-Schwab criteria, (2) elderly [≥70 years], (3) severe BL frailty, (4) high Charlson comorbidity index, (5) undergoing 3-column osteotomy, and (6) fusion of >12 levels, or >7 levels for elderly patients. Demographics, clinical outcomes, radiographic alignment targets, and complication rates were assessed by time period for high-risk patients. RESULTS Of the 725 patients included, 52% (n = 377) were identified as HR. 47% (n = 338) had surgery pre-2014 [early], and 53% (n = 387) underwent surgery in 2014 or later [late]. There was a higher proportion of HR patients in Late group (56% vs 48%). Analysis by early/late status showed no significant differences in achieving improved radiographic alignment by SRS-Schwab, age-adjusted alignment goals, or global alignment and proportion proportionality by 2Y (all P > .05). Late/HR patients had significantly less poor clinical outcomes per SRS and Oswestry Disability Index (both P < .01). Late/HR patients had fewer complications (63% vs 74%, P = .025), reoperations (17% vs 30%, P = .002), and surgical infections (0.9% vs 4.3%, P = .031). Late/HR patients had lower rates of early proximal junctional kyphosis (10% vs 17%, P = .041) and proximal junctional failure (11% vs 22%, P = .003). CONCLUSION Despite operating on more high-risk patients between 2014 and 2018, surgeons effectively reduced rates of complications, mechanical failures, and reoperations, while simultaneously improving health-related quality of life.
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Affiliation(s)
- Peter G Passias
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, New York Spine Institute, New York , New York , USA
| | - Lara Passfall
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, New York Spine Institute, New York , New York , USA
| | - Peter S Tretiakov
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, New York Spine Institute, New York , New York , USA
| | - Ankita Das
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, New York Spine Institute, New York , New York , USA
| | - Oluwatobi O Onafowokan
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, New York Spine Institute, New York , New York , USA
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia, Charlottesville , Virginia , USA
| | - Virginie Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York , New York , USA
| | - Renaud Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York , New York , USA
| | - Breton Line
- Department of Spine Surgery, Denver International Spine Center, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver , Colorado , USA
| | - Jeffrey Gum
- Norton Leatherman Spine Center, Louisville , Kentucky , USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, Johns Hopkins Medical Center, Baltimore , Maryland , USA
| | - Khoi D Than
- Departments of Neurosurgery and Orthopaedic Surgery, Duke University Medical Center, Durham , North Carolina , USA
| | - Gregory Mundis
- Division of Orthopaedic Surgery, Scripps Clinic, San Diego Center for Spinal Disorders, La Jolla , California , USA
| | - Richard Hostin
- Department of Orthopaedic Surgery, Southwest Scoliosis Center, Dallas , Texas , USA
| | - Munish Gupta
- Department of Orthopaedic Surgery, Washington University, St. Louis , Missouri , USA
| | - Robert K Eastlack
- Division of Orthopaedic Surgery, Scripps Clinic, Louisiana Jolla , California , USA
| | - Dean Chou
- Department of Neurological Surgery, University of California, San Francisco, San Francisco , California , USA
| | - Alexa Forman
- New York Spine Institute for Scoliosis and Spinal Deformity, Westbury , New York , USA
| | - Bassel Diebo
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence , Rhode Island , USA
| | - Alan H Daniels
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence , Rhode Island , USA
| | - Themistocles Protopsaltis
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, New York Spine Institute, New York , New York , USA
| | - D Kojo Hamilton
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh , Pennsylvania , USA
| | - Alex Soroceanu
- Department of Orthopaedic Surgery, University of Calgary, Calgary , Alberta , Canada
| | - Raymarla Pinteric
- Department of Spine Surgery, Denver International Spine Center, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver , Colorado , USA
| | - Praveen Mummaneni
- Department of Neurological Surgery, University of California, San Francisco, San Francisco , California , USA
| | - Han Jo Kim
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York , New York , USA
| | - Neel Anand
- Department of Orthopedic Surgery, Cedars-Sinai Health Center, Los Angeles , California , USA
| | - Christopher P Ames
- Department of Neurological Surgery, University of California, San Francisco, San Francisco , California , USA
| | - Robert Hart
- Department of Orthopaedic Surgery, Swedish Neuroscience Institute, Seattle , Washington , USA
| | - Douglas Burton
- Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City , Kansas , USA
| | - Frank J Schwab
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York , New York , USA
| | - Christopher Shaffrey
- Departments of Neurosurgery and Orthopaedic Surgery, Duke University Medical Center, Durham , North Carolina , USA
| | - Eric O Klineberg
- Department of Orthopaedic Surgery, University of California, Davis, Davis , California , USA
| | - Shay Bess
- Department of Spine Surgery, Denver International Spine Center, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver , Colorado , USA
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Sorrentino ZA, Lucke-Wold B, Hoh DJ, Roth SG, Chan JL. Commentary: Use of Supplemental Rod Constructs in Adult Spinal Deformity Surgery: A Review. Oper Neurosurg (Hagerstown) 2025:01787389-990000000-01464. [PMID: 39817741 DOI: 10.1227/ons.0000000000001503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Accepted: 11/08/2024] [Indexed: 01/18/2025] Open
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Shi W, Giuste FO, Zhu Y, Tamo BJ, Nnamdi MC, Hornback A, Carpenter AM, Hilton C, Iwinski HJ, Wattenbarger JM, Wang MD. Predicting pediatric patient rehabilitation outcomes after spinal deformity surgery with artificial intelligence. COMMUNICATIONS MEDICINE 2025; 5:1. [PMID: 39747461 PMCID: PMC11697361 DOI: 10.1038/s43856-024-00726-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 12/20/2024] [Indexed: 01/04/2025] Open
Abstract
BACKGROUND Adolescent idiopathic scoliosis (AIS) is the most common type of scoliosis, affecting 1-4% of adolescents. The Scoliosis Research Society-22R (SRS-22R), a health-related quality-of-life instrument for AIS, has allowed orthopedists to measure subjective patient outcomes before and after corrective surgery beyond objective radiographic measurements. However, research has revealed that there is no significant correlation between the correction rate in major radiographic parameters and improvements in patient-reported outcomes (PROs), making it difficult to incorporate PROs into personalized surgical planning. METHODS The objective of this study is to develop an artificial intelligence (AI)-enabled surgical planning and counseling support system for post-operative patient rehabilitation outcomes prediction in order to facilitate personalized AIS patient care. A unique multi-site cohort of 455 pediatric patients undergoing spinal fusion surgery at two Shriners Children's hospitals from 2010 is investigated in our analysis. In total, 171 pre-operative clinical features are used to train six machine-learning models for post-operative outcomes prediction. We further employ explainability analysis to quantify the contribution of pre-operative radiographic and questionnaire parameters in predicting patient surgical outcomes. Moreover, we enable responsible AI by calibrating model confidence for human intervention and mitigating health disparities for algorithm fairness. RESULTS The best prediction model achieves an area under receiver operating curve (AUROC) performance of 0.86, 0.85, and 0.83 for individual SRS-22R question response prediction over three-time horizons from pre-operation to 6-month, 1-year, and 2-year post-operation, respectively. Additionally, we demonstrate the efficacy of our proposed prediction method to predict other patient rehabilitation outcomes based on minimal clinically important differences (MCID) and correction rates across all three-time horizons. CONCLUSIONS Based on the relationship analysis, we suggest additional attention to sagittal parameters (e.g., lordosis, sagittal vertical axis) and patient self-image beyond major Cobb angles to improve surgical decision-making for AIS patients. In the age of personalized medicine, the proposed responsible AI-enabled clinical decision-support system may facilitate pre-operative counseling and shared decision-making within real-world clinical settings.
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Affiliation(s)
- Wenqi Shi
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, 30322, USA.
- University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
| | - Felipe O Giuste
- The Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, 30322, USA
| | - Yuanda Zhu
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, 30322, USA
| | - Ben J Tamo
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, 30322, USA
| | - Micky C Nnamdi
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, 30322, USA
| | - Andrew Hornback
- The Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, 30322, USA
| | | | | | | | | | - May D Wang
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, 30322, USA.
- The Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, 30322, USA.
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Onafowokan OO, Uzosike AC, Sharma A, Galetta M, Lorentz N, Montgomery S, Fisher MR, Yung A, Tahmasebpour P, Seo L, Roberts T, Lafage R, Smith J, Jankowski PP, Sardar ZM, Shaffrey CI, Lafage V, Schoenfeld AJ, Passias PG. Treatment of adult spine deformity: A retrospective comparison of bone morphogenic protein and bone marrow aspirate with bone allograft. Acta Neurochir (Wien) 2024; 166:448. [PMID: 39528828 DOI: 10.1007/s00701-024-06346-x] [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: 08/08/2024] [Accepted: 11/03/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND : The use of bone morphogenic protein (BMP-2) in adult spine deformity (ASD) surgery remains controversial more than two decades following its approval for clinical application in spine surgery. This study was performed to assess outcomes in patients undergoing ASD surgery with BMP application compared with a combination of bone marrow aspirate, cancellous bone chips and i-Factor. METHODS This was a retrospective cohort study. ASD patients were stratified by use of intra-operative BMP (BMP +) or not (BMA + I) and surveyed for the development of complications and mechanical failure. Quality of life gained following the procedure was evaluated using quality-adjusted life years (QALYs). Cost was calculated using the PearlDiver database and CMS definitions. Multivariable analyses (ANCOVA) and logistic regression were used to adjust for confounding. RESULTS 512 patients were included (60% BMP +). At baseline, BMP + patients were older (62.5 vs 60.8 years, p < 0.010). Radiographic and quality-of-life metrics did not differ at follow up timepoints (all p > 0.05). BMP use was associated with higher supplemental rod use (OR: 7.0, 1.9 - 26.2, p = 0.004), greater number of levels fused (OR: 1.1, 1.03 - 1.17, p = 0.003) and greater neurological complications (OR: 5.0, 1.3 - 18.7, p = 0.017). Controlling for rod use and levels fused, BMP use was not associated with a lower risk of mechanical complications (OR 0.3, 95% CI: 0.2 - 3.0, p = 0.353), rod breakage (OR: 3.3, 0.6 - 18.7, p = 0.182) or implant failure (OR: 0.3, 0.04 - 1.51). At 2 years, the BMP + cohort exhibited higher overall costs ($108,062 vs $95,144, p = 0.002), comparable QALYs (0.163 vs 0.171, p = 0.65) and higher cost per QALY (p = 0.001) at two years. CONCLUSIONS In this analysis, BMP-2 application was not associated with superior outcomes when compared to a less costly biologic alternative (bone marrow aspirate + cancellous bone chips + i-Factor) following ASD surgery. The use of BMP-2 in ASD surgery appears to have reduced cost-efficacy at two years postoperatively.
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Affiliation(s)
- Oluwatobi O Onafowokan
- Duke Spine Division, Departments of Neurological and Orthopaedic Surgery, Duke School of Medicine, Durham, NC, USA
| | - Akachimere C Uzosike
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Abhinav Sharma
- Department of Orthopedic Surgery, University of California Irvine School of Medicine, Irvine, CA, USA
| | - Matthew Galetta
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Nathan Lorentz
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Samuel Montgomery
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Max R Fisher
- Duke Spine Division, Departments of Neurological and Orthopaedic Surgery, Duke School of Medicine, Durham, NC, USA
| | - Anthony Yung
- Duke Spine Division, Departments of Neurological and Orthopaedic Surgery, Duke School of Medicine, Durham, NC, USA
| | | | - Lauren Seo
- Duke Spine Division, Departments of Neurological and Orthopaedic Surgery, Duke School of Medicine, Durham, NC, USA
| | - Timothy Roberts
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Renaud Lafage
- Department of Orthopedic Surgery, Northwell Health, Lenox Hill Hospital, New York, NY, USA
| | - Justin Smith
- Department of Neurosurgery, University of Virginia, Charlottesville, VA, USA
| | | | - Zeeshan M Sardar
- Department of Orthopedic Surgery, Columbia University, New York, NY, USA
| | - Christopher I Shaffrey
- Duke Spine Division, Departments of Neurological and Orthopaedic Surgery, Duke School of Medicine, Durham, NC, USA
| | - Virginie Lafage
- Department of Orthopedic Surgery, Northwell Health, Lenox Hill Hospital, New York, NY, USA
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Peter G Passias
- Duke Spine Division, Departments of Neurological and Orthopaedic Surgery, Duke School of Medicine, Durham, NC, USA.
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5
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Williamson TK, Mir JM, Smith JS, Lafage V, Lafage R, Line B, Diebo BG, Daniels AH, Gum JL, Hamilton DK, Scheer JK, Eastlack R, Demetriades AK, Kebaish KM, Lewis S, Lenke LG, Hostin RA, Gupta MC, Kim HJ, Ames CP, Burton DC, Shaffrey CI, Klineberg EO, Bess S, Passias PG. Contemporary utilization of three-column osteotomy techniques in a prospective complex spinal deformity multicenter database: implications on full-body alignment and perioperative course. Spine Deform 2024; 12:1793-1801. [PMID: 38878235 DOI: 10.1007/s43390-024-00906-y] [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: 01/23/2024] [Accepted: 05/23/2024] [Indexed: 10/25/2024]
Abstract
BACKGROUND Research has focused on the increased correction from a three-column osteotomy (3CO) during adult spinal deformity (ASD) surgery. However, an in-depth analysis on the performance of a 3CO in a cohort of complex spinal deformity cases has not been described. STUDY DESIGN/SETTING This is a retrospective study on a prospectively enrolled, complex ASD database. PURPOSE This study aimed to determine if three-column osteotomies demonstrate superior benefit in correction of complex sagittal deformity at the cost of increased perioperative complications. METHODS Surgical complex adult spinal deformity patients were included and grouped into thoracolumbar 3COs compared to those who did not have a 3CO (No 3CO) (remaining cohort). Rigid deformity was defined as ΔLL less than 33% from standing to supine. Severe deformity was defined as global (SVA > 70 mm) or C7-PL > 70 mm, or lumbopelvic (PI-LL > 30°). Means comparison tests assessed correction by 3CO grade/location. Multivariate analysis controlling for baseline deformity evaluated outcomes up to six weeks compared to No 3CO. RESULTS 648 patients were included (Mean age 61 ± 14.6 years, BMI 27.55 ± 5.8 kg/m2, levels fused: 12.6 ± 3.8). 126 underwent 3CO, a 20% higher usage than historical cohorts. 3COs were older, frail, and more likely to undergo revision (OR 5.2, 95% CI [2.6-10.6]; p < .001). 3COs were more likely to present with both severe global/lumbopelvic deformity (OR 4), 62.4% being rigid. 3COs had greater use of secondary rods (OR 4st) and incurred 4 times greater risk for: massive blood loss (> 3500 mL), longer LOS, SICU admission, perioperative wound and spine-related complications, and neurologic complications when performed below L3. 3COs had similar HRQL benefit, but higher perioperative opioid use. Mean segmental correction increased by grade (G3-21; G4-24; G5-27) and was 4 × greater than low-grade osteotomies, especially below L3 (OR 12). 3COs achieved 2 × greater spinopelvic correction. Higher grades properly distributed lordosis 50% of the time except L5. Pelvic compensation and non-response were relieved more often with increasing grade, with greater correction in all lower extremity parameters (p < .01). Due to the increased rate of complications, 3COs trended toward higher perioperative cost ($42,806 vs. $40,046, p = .086). CONCLUSION Three-column osteotomy usage in contemporary complex spinal deformities is generally limited to more disabled individuals undergoing the most severe sagittal and coronal realignment procedures. While there is an increased perioperative cost and prolongation of length of stay with usage, these techniques represent the most powerful realignment techniques available with a dramatic impact on normalization at operative levels and reciprocal changes.
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Affiliation(s)
- Tyler K Williamson
- Department of Orthopaedic Surgery, Duke University Medical Center, 2301 Erwin Road, Durham, NC, 27710, USA
- Department of Orthopaedic Surgery, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Jamshaid M Mir
- Department of Orthopaedic Surgery, Duke University Medical Center, 2301 Erwin Road, Durham, NC, 27710, USA
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia, Charlottesville, VA, USA
| | - Virginie Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY, USA
| | - Renaud Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY, USA
| | - Breton Line
- Department of Spine Surgery, Denver International Spine Clinic, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, CO, USA
| | - Bassel G Diebo
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA
| | - Alan H Daniels
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA
| | - Jeffrey L Gum
- Department of Orthopaedic Surgery, Norton Leatherman Spine Center, Louisville, KY, USA
| | - D Kojo Hamilton
- Departments of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Justin K Scheer
- Department of Neurosurgery, University of California, San Francisco, San Francisco, CA, USA
| | - Robert Eastlack
- Division of Orthopaedic Surgery, Scripps Clinic, La Jolla, CA, USA
| | - Andreas K Demetriades
- Edinburgh Spinal Surgery Outcome Studies Group, Department of Neurosurgery, Royal Infirmary Edinburgh, Edinburgh, UK
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Stephen Lewis
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Lawrence G Lenke
- Department of Orthopaedic Surgery, Columbia College of Physicians and Surgeons, New York, NY, USA
| | - Richard A Hostin
- Department of Orthopaedic Surgery, Baylor Scoliosis Center, Dallas, TX, USA
| | - Munish C Gupta
- Department of Orthopaedic Surgery, Washington University of St Louis, St Louis, MO, USA
| | - Han Jo Kim
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA
| | - Christopher P Ames
- Department of Neurosurgery, University of California, San Francisco, San Francisco, CA, USA
| | - Douglas C Burton
- Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City, KS, USA
| | - Christopher I Shaffrey
- Spine Division, Departments of Neurosurgery and Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Eric O Klineberg
- Department of Orthopedic Surgery, University of Texas Health Houston, Houston, TX, USA
| | - Shay Bess
- Department of Spine Surgery, Denver International Spine Clinic, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, CO, USA
| | - Peter G Passias
- Department of Orthopaedic Surgery, Duke University Medical Center, 2301 Erwin Road, Durham, NC, 27710, USA.
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Passias PG, Onafowokan OO, Tretiakov P, Williamson T, Kummer N, Mir J, Das A, Krol O, Passfall L, Joujon-Roche R, Imbo B, Yee T, Sciubba D, Paulino CB, Schoenfeld AJ, Smith JS, Lafage R, Lafage V. Highest Achievable Outcomes for Adult Spinal Deformity Corrective Surgery: Does Frailty Severity Exert a Ceiling Effect? Spine (Phila Pa 1976) 2024; 49:1269-1274. [PMID: 38595092 DOI: 10.1097/brs.0000000000004981] [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: 12/29/2023] [Accepted: 02/27/2024] [Indexed: 04/11/2024]
Abstract
STUDY DESIGN Retrospective single-center study. OBJECTIVE To assess the influence of frailty on optimal outcome following ASD corrective surgery. SUMMARY OF BACKGROUND DATA Frailty is a determining factor in outcomes after ASD surgery and may exert a ceiling effect on the best possible outcome. METHODS ASD patients with frailty measures, baseline, and 2-year ODI included. Frailty was classified as Not Frail (NF), Frail (F) and Severely Frail (SF) based on the modified Frailty Index, then stratified into quartiles based on two-year ODI improvement (most improved designated "Highest"). Logistic regression analyzed relationships between frailty and ODI score and improvement, maintenance, or deterioration. A Kaplan-Meier survival curve was used to analyze differences in time to complication or reoperation. RESULTS A total of 393 ASD patients were isolated (55.2% NF, 31.0% F, and 13.7% SF), then classified as 12.5% NF-Highest, 17.8% F-Highest, and 3.1% SF-Highest. The SF group had the highest rate of deterioration (16.7%, P =0.025) in the second postoperative year, but the groups were similar in improvement (NF: 10.1%, F: 11.5%, SF: 9.3%, P =0.886). Improvement of SF patients was greatest at six months (ΔODI of -22.6±18.0, P <0.001), but NF and F patients reached maximal ODI at 2 years (ΔODI of -15.7±17.9 and -20.5±18.4, respectively). SF patients initially showed the greatest improvement in ODI (NF: -4.8±19.0, F: -12.4±19.3, SF: -22.6±18.0 at six months, P <0.001). A Kaplan-Meier survival curve showed a trend of less time to major complication or reoperation by 2 years with increasing frailty (NF: 7.5±0.381 yr, F: 6.7±0.511 yr, SF: 5.8±0.757 yr; P =0.113). CONCLUSIONS Increasing frailty had a negative effect on maximal improvement, where severely frail patients exhibited a parabolic effect with greater initial improvement due to higher baseline disability, but reached a ceiling effect with less overall maximal improvement. Severe frailty may exert a ceiling effect on improvement and impair maintenance of improvement following surgery. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
- Peter G Passias
- Departments of Orthopaedic and Neurosurgery, Division of Spinal Surgery/NYU Langone Medical Center, New York Spine Institute, New York, NY
| | - Oluwatobi O Onafowokan
- Departments of Orthopaedic and Neurosurgery, Division of Spinal Surgery/NYU Langone Medical Center, New York Spine Institute, New York, NY
| | - Peter Tretiakov
- Departments of Orthopaedic and Neurosurgery, Division of Spinal Surgery/NYU Langone Medical Center, New York Spine Institute, New York, NY
| | - Tyler Williamson
- Departments of Orthopaedic and Neurosurgery, Division of Spinal Surgery/NYU Langone Medical Center, New York Spine Institute, New York, NY
| | - Nicholas Kummer
- Departments of Orthopaedic and Neurosurgery, Division of Spinal Surgery/NYU Langone Medical Center, New York Spine Institute, New York, NY
| | - Jamshaid Mir
- Departments of Orthopaedic and Neurosurgery, Division of Spinal Surgery/NYU Langone Medical Center, New York Spine Institute, New York, NY
| | - Ankita Das
- Departments of Orthopaedic and Neurosurgery, Division of Spinal Surgery/NYU Langone Medical Center, New York Spine Institute, New York, NY
| | - Oscar Krol
- Departments of Orthopaedic and Neurosurgery, Division of Spinal Surgery/NYU Langone Medical Center, New York Spine Institute, New York, NY
| | - Lara Passfall
- Departments of Orthopaedic and Neurosurgery, Division of Spinal Surgery/NYU Langone Medical Center, New York Spine Institute, New York, NY
| | - Rachel Joujon-Roche
- Departments of Orthopaedic and Neurosurgery, Division of Spinal Surgery/NYU Langone Medical Center, New York Spine Institute, New York, NY
| | - Bailey Imbo
- Departments of Orthopaedic and Neurosurgery, Division of Spinal Surgery/NYU Langone Medical Center, New York Spine Institute, New York, NY
| | - Timothy Yee
- Department of Neurosurgery, University of California San Francisco, CA
| | - Daniel Sciubba
- Department of Neurosurgery, Northwell Health, New York, NY
| | - Carl B Paulino
- Department of Orthopedic Surgery, SUNY Downstate-University Hospital of Brooklyn, New York, NY
| | - Andrew J Schoenfeld
- Department of Orthopedic Surgery, Brigham and Women's Center for Surgery and Public Health, Boston, MA
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, VA
| | - Renaud Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY
| | - Virginie Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY
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7
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Kato S, Ohtomo N, Matsubayashi Y, Taniguchi Y, Takeshita Y, Kodama H, Ono T, Oshina M, Higashikawa A, Hara N, Tachibana N, Hirai S, Masuda K, Tanaka S, Oshima Y. Post-operative shift in pain profile following fusion surgery for adult spinal deformity: a cluster analysis. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2024; 33:2804-2812. [PMID: 38842607 DOI: 10.1007/s00586-024-08350-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Revised: 03/04/2024] [Accepted: 05/30/2024] [Indexed: 06/07/2024]
Abstract
PURPOSE Adult spinal deformity (ASD) is associated with a combination of back and leg pain of various intensities. The objective of the present study was to investigate the diverse reaction of pain profiles following ASD surgery as well as post-operative patient satisfaction. METHODS Multicenter surveillance collected data for patients ≥ 19 years old who underwent primary thoracolumbar fusion surgery at > 5 spinal levels for ASD. Two-step cluster analysis was performed utilizing pre-operative numeric rating scale (NRS) for back and leg pain. Radiologic parameters and patient-reported outcome (PRO) scores were also obtained. One-year post-operative outcomes and satisfaction rates were compared among clusters, and influencing factors were analyzed. RESULTS Based on cluster analysis, 191 ASD patients were categorized into three groups: ClusterNP, mild pain only (n = 55); ClusterBP, back pain only (n = 68); and ClusterBLP, significant back and leg pain (n = 68). ClusterBLP (mean NRSback 7.6, mean NRSleg 6.9) was the oldest 73.4 years (p < 0.001) and underwent interbody fusion (88%, p < 0.001) and sacral/pelvic fixation (69%, p = 0.001) more commonly than the other groups, for the worst pelvis incidence-lumbar lordosis mismatch (mean 43.7°, p = 0.03) and the greatest sagittal vertical axis (mean 123 mm, p = 0.002). While NRSback, NRSleg and PRO scores were all improved postoperatively in ClustersBP and BLP, ClusterBLP showed the lowest satisfaction rate (80% vs. 80% vs. 63%, p = 0.11), which correlated with post-operative NRSback (rho = -0.357). CONCLUSIONS Cluster analysis revealed three clusters of ASD patients, and the cluster with the worst pain back and leg pain had the most advanced disease and showed the lowest satisfaction rate, affected by postoperative back pain.
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Affiliation(s)
- So Kato
- Department of Orthopaedic Surgery, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
| | - Nozomu Ohtomo
- Department of Orthopaedic Surgery, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Yoshitaka Matsubayashi
- Department of Orthopaedic Surgery, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Yuki Taniguchi
- Department of Orthopaedic Surgery, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Yujiro Takeshita
- Department of Orthopedic Surgery, Japan Organization of Occupational Health and Safety Yokohama Rosai Hospital, 3211 Kozukue-Chō, Kōhoku-ku, Yokohama, 222-0036, Japan
| | - Hiroyasu Kodama
- Department of Spine and Orthopedic Surgery, Japanese Red Cross Medical Center, 4-1-22 Hiroo, Shibuya-ku, Tokyo, 150-8935, Japan
| | - Takashi Ono
- Department of Spinal Surgery, Japan Community Health-Care Organization Tokyo Shinjuku Medical Center, 5-1 Tsukudo-cho, Shinjuku-ku, Tokyo, 162-8543, Japan
| | - Masahito Oshina
- Department of Orthopedic Surgery, NTT Medical Center Tokyo, 5-9-22 Higashi-Gotanda, Shinagawa-ku, Tokyo, 141-8625, Japan
| | - Akiro Higashikawa
- Department of Orthopedic Surgery, Japan Organization of Occupational Health and Safety Kanto Rosai Hospital, Kizukisumiyoshi-cho, Nakahara-ku, Kawasaki, 211-8510, Japan
| | - Nobuhiro Hara
- Department of Orthopedic Surgery, Japanese Red Cross Musashino Hospital, 1-26-1 Kyonancho, Musashino, Tokyo, 180-8610, Japan
| | - Naohiro Tachibana
- Department of Orthopedic Surgery, Japanese Red Cross Musashino Hospital, 1-26-1 Kyonancho, Musashino, Tokyo, 180-8610, Japan
| | - Shima Hirai
- Department of Orthopedic Surgery, Sagamihara National Hospital, 18-1 Sakuradai, Minami-ku, Sagamihara, Kanagawa, 252-0392, Japan
| | - Kazuhiro Masuda
- Department of Orthopedic Surgery, Tokyo Metropolitan Tama Medical Center, 2-8-29 Musashidai, Fuchu, Tokyo, 183-8524, Japan
| | - Sakae Tanaka
- Department of Orthopaedic Surgery, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Yasushi Oshima
- Department of Orthopaedic Surgery, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
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8
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Lafage R, Bass RD, Klineberg E, Smith JS, Bess S, Shaffrey C, Burton DC, Kim HJ, Eastlack R, Mundis G, Ames CP, Passias PG, Gupta M, Hostin R, Hamilton K, Schwab F, Lafage V. Complication Rates Following Adult Spinal Deformity Surgery: Evaluation of the Category of Complication and Chronology. Spine (Phila Pa 1976) 2024; 49:829-839. [PMID: 38375636 DOI: 10.1097/brs.0000000000004969] [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: 05/24/2023] [Accepted: 02/12/2024] [Indexed: 02/21/2024]
Abstract
OBJECTIVE Provide benchmarks for the rates of complications by type and timing. STUDY DESIGN Prospective multicenter database. BACKGROUND Complication rates following adult spinal deformity (ASD) surgery have been previously reported. However, the interplay between timing and complication type warrants further analysis. METHODS The data for this study were sourced from a prospective, multicenter ASD database. The date and type of complication were collected and classified into three severity groups (minor, major, and major leading to reoperation). Only complications occurring before the two-year visit were retained for analysis. RESULTS Of the 1260 patients eligible for two-year follow-up, 997 (79.1%) achieved two-year follow-up. The overall complication rate was 67.4% (N=672). 247 patients (24.8%) experienced at least one complication on the day of surgery (including intraoperatively), 359 (36.0%) between postoperative day 1 and six weeks postoperatively, 271 (27.2%) between six weeks and one-year postoperatively, and finally 162 (16.3%) between one year and two years postoperatively. Using Kaplan-Meier survival analysis, the rate of remaining complication-free was estimated at different time points for different severities and types of complications. Stratification by type of complication demonstrated that most of the medical complications occurred within the first 60 days. Surgical complications presented over two distinct timeframes. Operative complications, incision-related complications, and infections occurred early (within 60 d), while implant-related and radiographic complications occurred at a constant rate over the two-year follow-up period. Neurological complications had the highest occurrence within the first 60 days but continued to increase up to the two-year visit. CONCLUSION Only one-third of ASD patients remained complication-free by two years, and 2 of 10 patients had a complication requiring a reoperation or revision. An estimation of the timing and type of complications associated with surgical treatment may prove useful for more meaningful patient counseling and aid in assessing the cost-effectiveness of treatment. LEVEL OF EVIDENCE 3.
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Affiliation(s)
- Renaud Lafage
- Department of Orthopedic Surgery, Northwell Health, Lenox Hill Hospital, New York, NY
| | - R Daniel Bass
- Department of Orthopedic Surgery, Northwell Health, Lenox Hill Hospital, New York, NY
| | - Eric Klineberg
- Department of Orthopedic Surgery, University of California, Davis, Sacramento, CA
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, VA
| | - Shay Bess
- Denver International Spine Center, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, CO
| | | | - Douglas C Burton
- Department of Orthopedic Surgery, University of Kansas Medical Center, Kansas City, KS
| | - Han Jo Kim
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Robert Eastlack
- Department of Orthopedic Surgery, Scripps Clinic Torrey Pines, La Jolla, CA
| | - Gregory Mundis
- Department of Orthopedic Surgery, Scripps Clinic Torrey Pines, La Jolla, CA
| | - Christopher P Ames
- Department of Neurosurgery, University of California School of Medicine, San Francisco, CA
| | - Peter G Passias
- Departments of Orthopedic Surgery, NYU Langone, New York, NY
| | - Munish Gupta
- Department of Orthopedic Surgery, Washington University, St Louis, MO
| | | | - Kojo Hamilton
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Frank Schwab
- Department of Orthopedic Surgery, Northwell Health, Lenox Hill Hospital, New York, NY
| | - Virginie Lafage
- Department of Orthopedic Surgery, Northwell Health, Lenox Hill Hospital, New York, NY
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9
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Du JY, Lovecchio FC, Kazarian G, Clohisy J, Pajak A, Kaidi A, Knopp R, Akosman I, Johnson M, Nakarai H, Dash A, Samuel JT, Cunningham ME, Kim HJ. Decisional regret following corrective adult spinal deformity surgery: a single institution study of incidence and risk factors. Spine Deform 2024; 12:775-783. [PMID: 38289505 DOI: 10.1007/s43390-023-00790-y] [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: 07/17/2023] [Accepted: 11/04/2023] [Indexed: 05/04/2024]
Abstract
PURPOSE To assess the characteristics and risk factors for decisional regret following corrective adult spinal deformity (ASD) surgery at our hospital. METHODS This is a retrospective cohort study of a single-surgeon ASD database. Adult patients (> 40 years) who underwent ASD surgery from May 2016 to December 2020 with minimum 2-year follow-up were included (posterior-only, ≥ 4 levels fused to the pelvis) (n = 120). Ottawa decision regret questionnaires, a validated and reliable 5-item Likert scale, were sent to patients postoperatively. Regret scores were defined as (1) low regret: 0-39 (2) medium to high regret: 40-100. Risk factors for medium or high decisional regret were identified using multivariate models. RESULTS Ninety patients were successfully contacted and 77 patients consented to participate. Nonparticipants were older, had a higher incidence of anxiety, and higher ASA class. There were 7 patients that reported medium or high decisional regret (9%). Ninety percentage of patients believed that surgery was the right decision, 86% believed that surgery was a wise choice, and 87% would do it again. 8% of patients regretted the surgery and 14% believed that surgery did them harm. 88% of patients felt better after surgery. On multivariate analysis, revision fusion surgery was independently associated with an increased risk of medium or high decisional regret (adjusted odds ratio: 6.000, 95% confidence interval: 1.074-33.534, p = 0.041). CONCLUSIONS At our institution, we found a 9% incidence of decisional regret. Revision fusion was associated with increased decisional regret. Estimates for decisional regret should be based on single-institution experiences given differences in patient populations.
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Affiliation(s)
- Jerry Y Du
- Hospital for Special Surgery, New York City, NY, 535 E 70th St.10021, USA.
| | | | - Gregory Kazarian
- Hospital for Special Surgery, New York City, NY, 535 E 70th St.10021, USA
| | - John Clohisy
- Hospital for Special Surgery, New York City, NY, 535 E 70th St.10021, USA
| | - Anthony Pajak
- Hospital for Special Surgery, New York City, NY, 535 E 70th St.10021, USA
| | - Austin Kaidi
- Hospital for Special Surgery, New York City, NY, 535 E 70th St.10021, USA
| | - Rachel Knopp
- Hospital for Special Surgery, New York City, NY, 535 E 70th St.10021, USA
| | - Izzet Akosman
- Hospital for Special Surgery, New York City, NY, 535 E 70th St.10021, USA
| | - Mitchell Johnson
- Hospital for Special Surgery, New York City, NY, 535 E 70th St.10021, USA
| | - Hiroyuki Nakarai
- Hospital for Special Surgery, New York City, NY, 535 E 70th St.10021, USA
| | - Alexander Dash
- Hospital for Special Surgery, New York City, NY, 535 E 70th St.10021, USA
| | - Justin T Samuel
- Hospital for Special Surgery, New York City, NY, 535 E 70th St.10021, USA
| | | | - Han Jo Kim
- Hospital for Special Surgery, New York City, NY, 535 E 70th St.10021, USA
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10
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Tabata T, Yagi M, Suzuki S, Takahashi Y, Ozaki M, Tsuji O, Nagoshi N, Matsumoto M, Nakamura M, Watanabe K. Dysregulation of Inflammatory Pathways in Adult Spinal Deformity Patients with Frailty. J Clin Med 2024; 13:2294. [PMID: 38673567 PMCID: PMC11051152 DOI: 10.3390/jcm13082294] [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: 03/29/2024] [Revised: 04/12/2024] [Accepted: 04/15/2024] [Indexed: 04/28/2024] Open
Abstract
Background/Objectives: An important aspect of the pathophysiology of frailty seems to be the dysregulation of inflammatory pathways and the coagulation system. However, an objective assessment of the impact of frailty on the recovery from surgery is not fully studied. This study sought to assess how frailty affects the recovery of adult spinal deformity (ASD) surgery using blood biomarkers. Methods: 153 consecutive ASD patients (age 64 ± 10 yr, 93% female) who had corrective spine surgery in a single institution and reached 2y f/u were included. The subjects were stratified by frailty using the modified frailty index-11 (robust [R] group or prefrail and frail [F] group). Results of commonly employed laboratory tests at baseline, 1, 3, 7, and 14 post-operative days (POD) were compared. Further comparison was performed in propensity-score matched-39 paired patients between the groups by age, curve type, and baseline alignment. A correlation between HRQOLs, major complications, and biomarkers was performed. Results: Among the propensity-score matched groups, CRP was significantly elevated in the F group at POD1,3(POD1; 5.3 ± 3.1 vs. 7.9 ± 4.7 p = 0.02, POD3; 6.6 ± 4.6 vs. 8.9 ± 5.2 p = 0.02). Transaminase was also elevated in the F group at POD3(ASD: 36 ± 15 vs. 51 ± 58 U/L, p = 0.03, ALT: 32 ± 16 vs. 47 ± 55 U/L, p = 0.04). Interestingly, moderate correlation was observed between transaminase at POD1 and 2 y SRS22 (AST; function r = -0.37, mental health r = -0.39, satisfaction -0.28, total r = -0.40, ALT; function r = -0.37, satisfaction -0.34, total r = -0.39). Conclusions: Frailty affected the serum CRP and transaminase differently following ASD surgery. Transaminase at early POD was correlated with 2 y HRQOLs. These findings support the hypothesis that there is a specific physiological basis to the frailty that is characterized in part by increased inflammation and that these physiological differences persist.
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Affiliation(s)
- Tomohisa Tabata
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Mitsuru Yagi
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan
- Department of Orthopedic Surgery, School of Medicine, International University of Health and Welfare, Otawara 324-8501, Japan
- International University of Health and Welfare Narita Hospital, Narita 286-8520, Japan
| | - Satoshi Suzuki
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Yohei Takahashi
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Masahiro Ozaki
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Osahiko Tsuji
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Narihito Nagoshi
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Morio Matsumoto
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Masaya Nakamura
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Kota Watanabe
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan
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11
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Williamson TK, Owusu-Sarpong S, Imbo B, Krol O, Tretiakov P, Joujon-Roche R, Ahmad S, Bennett-Caso C, Schoenfeld AJ, Lebovic J, Vira S, Diebo B, Lafage R, Lafage V, Passias PG. An Economic Analysis of Early and Late Complications After Adult Spinal Deformity Correction. Global Spine J 2024; 14:789-795. [PMID: 36134677 PMCID: PMC11192122 DOI: 10.1177/21925682221122762] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
STUDY DESIGN/SETTING Retrospective cohort. OBJECTIVE Adult spinal deformity (ASD) corrective surgery is often a highly invasive procedure portending patients to both immediate and long-term complications. Therefore, we sought to compare the economic impact of certain complications before and after 2 years. METHODS ASD patients with minimum 3-year data included. Complication groups were defined as follows: any complication, major, medical, mechanical, radiographic, and reoperation. Complications stratified by occurrence before or after 2 years postoperatively. Published methods converted ODI to SF-6D to QALYs. Cost was calculated using CMS.gov definitions. Marginalized means for utility gained and cost-per-QALY were calculated via ANCOVA controlling for significant confounders. RESULTS 244 patients included. Before 2Y, complication rates: 76% ≥1 complication, 18% major, 26% required reoperation. After 2Y, complication rates: 32% ≥1 complication, 4% major, 2.5% required reoperation. Major complications after 2 years had worse cost-utility (.320 vs .441, P = .1). Patients suffering mechanical complications accrued the highest overall cost ($130,482.22), followed by infection and PJF for complications before 2 years. Patients suffering a mechanical complication after 2 years had lower cost-utility ($109,197.71 vs $130,482.22, P = .041). Patients developing PJF after 2 years accrued a better cost-utility ($77,227.84 vs $96,873.57; P = .038), compared to PJF before 2 years. CONCLUSION Mechanical complications had the single greatest impact on cost-utility after adult spinal deformity surgery, but less so after 2 years. Understanding the cost-utility of specific interventions at certain timepoints may mitigate economic burden and prophylactic efforts should strategically be made against early mechanical complications.
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Affiliation(s)
- Tyler K. Williamson
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | | | - Bailey Imbo
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Oscar Krol
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Peter Tretiakov
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Rachel Joujon-Roche
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Salman Ahmad
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Claudia Bennett-Caso
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Andrew J. Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women’s Hospital/Harvard Medical Center, Boston, MA, USA
| | - Jordan Lebovic
- Department of Orthopaedic Surgery, NYU Langone Medical Center, New York, NY, USA
| | - Shaleen Vira
- Department of Orthopaedic Surgery, UT Southwestern Medical Center, Dallas, TX, USA
| | - Bassel Diebo
- Department of Orthopaedic Surgery, SUNY Downstate Medical Center, New York, NY, USA
| | - Renaud Lafage
- Department of Orthopaedics, Northwell Health, Lenox Hill Hospital, New York, NY, USA
| | - Virginie Lafage
- Department of Orthopaedics, Northwell Health, Lenox Hill Hospital, New York, NY, USA
| | - Peter G. Passias
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
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12
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Passias PG, Joujon-Roche R, Mir JM, Tretiakov P, Dave P, Williamson TK, Imbo B, Krol O, Schoenfeld AJ. Can Baseline Disability Predict Outcomes in Adult Spinal Deformity Surgery? Spine (Phila Pa 1976) 2024; 49:398-404. [PMID: 37593949 DOI: 10.1097/brs.0000000000004804] [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: 01/17/2023] [Accepted: 08/09/2023] [Indexed: 08/19/2023]
Abstract
STUDY DESIGN Retrospective Cohort Study. OBJECTIVE To assess if there is a threshold of baseline disability beyond which the patient-reported outcomes after surgical correction of adult spinal deformity (ASD) are adversely impacted. BACKGROUND Patient-reported outcomes vary after correction of adult spinal deformity, even when patients are optimally realigned. There is a paucity of literature examining the impact of baseline disability on patient-reported outcomes in ASD. METHODS Patients with baseline (BL) and two-year data were included. Disability was ranked according to BL Oswestry Disability Index (ODI) into quintiles: Q1 (lowest ODI score) to Q5 (highest ODI score). Adjusted logistic regression analyses evaluated the likelihood of reaching ≥1 MCID in Scoliosis Research Society Outcomes Questionnaire (SRS-22) Pain, SRS-22 Activity, and Short Form-36 physical component summary at two years across disability groups Q1-Q4 with respect to Q5. Sensitivity tests were performed, excluding patients with any "0" Schwab modifiers at BL. RESULTS Compared with patients in Q5, the odds of reaching MCID in SRS-22 Pain at 2Y were significantly higher for those in Q1 (OR: 3.771), Q2 (OR: 3.006), and Q3 (OR: 2.897), all P <0.021. Similarly, compared with patients in Q5, the odds of reaching MCID in SRS-22 Activity at two years were significantly higher for those in Q2 (OR: 3.454) and Q3 (OR: 2.801), both P <0.02. Lastly, compared with patients in Q5, odds of reaching MCID in Short Form-36 physical component summary at two years were significantly higher for patients in Q1 (OR: 5.350), Q2 (OR: 4.795), and Q3 (OR: 6.229), all P <0.004. CONCLUSIONS This study found that patients presenting with moderate disability at BL (ODI<40) consistently surpassed health-related quality of life outcomes as compared with those presenting with greater levels of disability. We propose that a baseline ODI of 40 represents a disability threshold within which operative inte rvention maximizes patient-reported outcomes. Furthermore, delaying the intervention until patients progress to severe disability may limit the benefits of surgical correction in ASD patients. LEVEL OF EVIDENCE 3.
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Affiliation(s)
- Peter G Passias
- Department of Orthopaedics, NYU Langone Medical Center-Orthopaedic Hospital, New York, NY
| | - Rachel Joujon-Roche
- Department of Orthopaedics, NYU Langone Medical Center-Orthopaedic Hospital, New York, NY
| | - Jamshaid M Mir
- Department of Orthopaedics, NYU Langone Medical Center-Orthopaedic Hospital, New York, NY
| | - Peter Tretiakov
- Department of Orthopaedics, NYU Langone Medical Center-Orthopaedic Hospital, New York, NY
| | - Pooja Dave
- Department of Orthopaedics, NYU Langone Medical Center-Orthopaedic Hospital, New York, NY
| | - Tyler K Williamson
- Department of Orthopaedics, NYU Langone Medical Center-Orthopaedic Hospital, New York, NY
| | - Bailey Imbo
- Department of Orthopaedics, NYU Langone Medical Center-Orthopaedic Hospital, New York, NY
| | - Oscar Krol
- Department of Orthopaedics, NYU Langone Medical Center-Orthopaedic Hospital, New York, NY
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
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13
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Mohanty S, Mikhail C, Lai C, Hassan FM, Stephan S, Lewerenz E, Sardar ZM, Lehman RA, Lenke LG. Do adult spinal deformity patients who achieve and maintain PI-LL < 10 have better patient-reported and clinical outcomes compared to patients with PI-LL ≥ 10? A propensity score-matched analysis. Spine Deform 2024; 12:209-219. [PMID: 37819577 DOI: 10.1007/s43390-023-00766-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 09/03/2023] [Indexed: 10/13/2023]
Abstract
PURPOSE To investigate whether patients with spinopelvic mismatch (PI-LL ≥ 10) report worse patient-reported outcomes (PROs) compared to patients who achieve PI-LL < 10 at 2-year postop. METHODS In this retrospective study, propensity score matching (PSM) was used to analyze patients who underwent posterior spinal fusion due to deformity, as defined by one or more of the following criteria: PI-LL ≥ 25°, T1 pelvic angle ≥ 30°, sagittal vertical axis ≥ 15 cm, thoracic scoliosis ≥ 70°, thoracolumbar scoliosis ≥ 50°, coronal malalignment ≥ 7 cm, or those who underwent a three-column osteotomy or fusion with ≥ 12 levels. Key outcomes were total Scoliosis Research Society-22r, Oswestry Disability Index (PROs), and reoperation at 1- and 2-year postop. Patients were dichotomized based on their 2-year alignment: PI-LL ≥ 10° and PI-LL < 10°. A multivariable logistic regression model identified factors associated with achieving PI-LL < 10°, and independent predictors were matched using propensity score matching. Binary outcomes within matched cohorts were analyzed using the McNemar test, while continuous outcomes were analyzed using the Wilcoxon rank-sum test. RESULTS One hundred sixty-four patients with 2-year follow-up were included; mean age was 50.5 (standard error mean (SEM): 1.4) years, body mass index was 24.1(SEM 1.0), and number of operative levels was 13.5 (SEM 0.3). 84 (51.2%) and 80 (48.8%) patients achieved PI-LL < 10 and PI-LL ≥ 10 at 2-year follow-up, respectively. Baseline pelvic incidence [odds ratio (OR): 0.96 (95% CI 0.92-0.99)] and baseline PI-LL [OR: 0.95 (95% CI 0.9-0.99)] were independent predictors of achieving PI-LL < 10 at 2 years. When comparing propensity matched pairs, no significant differences were found in baseline PROs. At both 1- and 2-year follow-up, outcomes on the SRS-22r scale were nearly identical for both groups (function [4.1(0.1) vs 4.0 (0.1), P = 0.75] ,Pain [3.9 (0.2) vs 3.9 (0.2), P = 0.86], appearance [4.2 (0.2) vs 3.8 (0.2), P = 0.08], mental health [4.1 (0.2) vs 4.1 (0.1), P = 0.96], satisfaction [4.4 (0.2) vs 4.4 (0.2), P = 0.72], and total [90.2 (2.5) vs 88.1 (2.5), P = 0.57]). Additionally, ODI scores at 2 years were comparable [18.1 (2.9) vs 22.4 (2.9), P = 0.30]. The 90-day reoperation rate was 2.6% (one patient) in both matched cohorts (P > 0.99). There was no significant difference in 1-year (P > 0.9999) or 2-year (P = 0.2207) reoperation rates between the groups. CONCLUSION Patients who achieve and maintain PI-LL < 10 2-years postop following adult spinal deformity surgery have nearly identical SRS-22r and ODI outcomes, and comparable 2-year reoperation rates as compared to patients who have PI-LL ≥ 10.
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Affiliation(s)
- Sarthak Mohanty
- Department of Orthopaedic Surgery, The Daniel and Jane Och Spine Hospital, New York Presbyterian /Columbia University Irving Medical Center, 5141 Broadway, New York, NY, 10034, USA
| | - Christopher Mikhail
- Department of Orthopaedic Surgery, The Daniel and Jane Och Spine Hospital, New York Presbyterian /Columbia University Irving Medical Center, 5141 Broadway, New York, NY, 10034, USA
| | - Christopher Lai
- Department of Orthopaedic Surgery, The Daniel and Jane Och Spine Hospital, New York Presbyterian /Columbia University Irving Medical Center, 5141 Broadway, New York, NY, 10034, USA
| | - Fthimnir M Hassan
- Department of Orthopaedic Surgery, The Daniel and Jane Och Spine Hospital, New York Presbyterian /Columbia University Irving Medical Center, 5141 Broadway, New York, NY, 10034, USA.
| | - Stephen Stephan
- Department of Orthopaedic Surgery, The Daniel and Jane Och Spine Hospital, New York Presbyterian /Columbia University Irving Medical Center, 5141 Broadway, New York, NY, 10034, USA
| | - Erik Lewerenz
- Department of Orthopaedic Surgery, The Daniel and Jane Och Spine Hospital, New York Presbyterian /Columbia University Irving Medical Center, 5141 Broadway, New York, NY, 10034, USA
| | - Zeeshan M Sardar
- Department of Orthopaedic Surgery, The Daniel and Jane Och Spine Hospital, New York Presbyterian /Columbia University Irving Medical Center, 5141 Broadway, New York, NY, 10034, USA
| | - Ronald A Lehman
- Department of Orthopaedic Surgery, The Daniel and Jane Och Spine Hospital, New York Presbyterian /Columbia University Irving Medical Center, 5141 Broadway, New York, NY, 10034, USA
| | - Lawrence G Lenke
- Department of Orthopaedic Surgery, The Daniel and Jane Och Spine Hospital, New York Presbyterian /Columbia University Irving Medical Center, 5141 Broadway, New York, NY, 10034, USA
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Boissiere L, Bourghli A, Kieser D, Larrieu D, Alanay A, Pellisé F, Kleinstück F, Loibl M, Pizones J, Obeid I. Fixed coronal malalignment (CM) in the lumbar spine independently impacts disability in adult spinal deformity (ASD) patients when considering the obeid-CM (O-CM) classification. Spine J 2023; 23:1900-1907. [PMID: 37633521 DOI: 10.1016/j.spinee.2023.08.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 07/20/2023] [Accepted: 08/13/2023] [Indexed: 08/28/2023]
Abstract
BACKGROUND Postoperative flatback has been described in detail for sagittal plane considerations over the past 2 decades, and its correlations with disability are now accepted. Fixed Coronal Malalignment (CM) has been less described, and some authors report no significant association with the clinical outcome. The O-CM classification analyses CM and incorporates specific modifiers for each curve type. PURPOSE This study evaluates the O-CM classification modifiers according to age, sagittal alignment, and patient-reported outcome measures (PROMs). Our hypothesis is that fixed CM correlates with PROMs independently from sagittal alignment and age. STUDY DESIGN Retrospective analysis of a large adult spinal deformity (ASD) database prospectively collected. PATIENT SAMPLE We included 747 patients from the database with long lumbar fusion (more than 3 levels), with at least two years of follow-up. Three categories of patients met the inclusion criteria (prior surgery at baseline and no revision surgery afterward, prior surgery at baseline and revision afterward, no prior surgery at baseline but fusion>3 levels and 2 years follow-up). OUTCOME MEASURES All patients completed the Oswestry Disability Index (ODI), Short Form 36 (SF36), and Scoliosis Research Society 22 scores. METHODS The patients were classified according to the six modifiers of the O-CM classification. Central Sacral Vertical Line (CSVL) above 2, 3, and 4 cm's impact on PROMs was analyzed. Multivariate analysis was performed on the relationship between PROMS and age, global tilt (GT), and CM modifiers. RESULTS After multivariate analysis using age and GT as confounding factors, we found that CM independently affects PROMs starting at 2 cm offset. Disability increases linearly with CSVL. Patients classified with 2B modifiers have the worst SRS-22 total score, social life, and self-image. CONCLUSION In a fused spine, CM independently affects disability in ASD patients. Disability increases linearly with CSVL. Despite previous reports that failed to find correlations of CM with PROMs, our study showed that fixed postoperative CM, according to O-CM classification, correlates independently from sagittal malalignment with worse PROMs. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Louis Boissiere
- ELSAN, Polyclinique Jean Villar, 53 Avenue Maryse Bastié, Bruges, France.
| | - Anouar Bourghli
- Spine Surgery Department, King Faisal Hospital, Al Mathar Ash Shamali, Riyadh 11564, Saudi Arabia
| | - David Kieser
- School of Medicine, University of Otago, PO Box 4345, Christchurch 8140, New Zealand
| | - Daniel Larrieu
- ELSAN, Polyclinique Jean Villar, 53 Avenue Maryse Bastié, Bruges, France
| | - Ahmet Alanay
- Department of Orthopaedics and Traumatology, Acibadem University School of Medicine, Kayışdağı Cd., 34750 Ataşehir/ Istanbul, Turkey
| | - Ferran Pellisé
- Spine Surgery Unit, Hospital Universitario Val Hebron 119, 08035 Barcelona, Spain
| | - Frank Kleinstück
- Research and Development, Schulthess Klinik, Lengghalde 2, 8008 Zurich, Switzerland
| | - Markus Loibl
- Research and Development, Schulthess Klinik, Lengghalde 2, 8008 Zurich, Switzerland
| | - Javier Pizones
- Spine Surgery Unit, Hospital Universitario La Paz, P.º de la Castellana, 261, Madrid, Spain
| | - Ibrahim Obeid
- ELSAN, Polyclinique Jean Villar, 53 Avenue Maryse Bastié, Bruges, France
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Fourman MS, Lafage R, Lovecchio F, Sheikh Alshabab B, Shah S, Punyala A, Ang B, Elysee J, Lenke LG, Kim HJ, Schwab F, Lafage V. How Does Gravity Influence the Distribution of Lordosis in Patients With Sagittal Malalignment? Global Spine J 2023; 13:2446-2453. [PMID: 35352585 PMCID: PMC10538318 DOI: 10.1177/21925682221087467] [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] [Indexed: 11/15/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE Compare the supine vs standing radiographs of patients with adult spinal deformity against ideals defined by healthy standing alignment. METHODS 56 patients with primary sagittal ASD (SRS-Schwab Type N) and 119 asymptomatic volunteers were included. Standing alignment of asymptomatic volunteers was used to calculate PI-based formulas for normative age-adjusted standing PI-LL, L4-S1, and L1-L4. These formulas were applied to the supine and standing alignment of ASD cohort. Analyses were repeated on a cohort of 25 patients with at least 5 degrees of lumbar flexibility (difference between supine and standing lordosis). RESULTS The asymptomatic cohort yielded the following PI-based formulas: PI-LL = -38.3 + .41*PI + .21*Age, L4-S1 = 45.3-.18*Age, L1-L4 = -3 + .48*PI). PI-LL improved with supine positioning (mean 8.9 ± 18.7°, P < .001), though not enough to correct to age-matched norms (mean offset 12.2 ± 16.9°). Compared with mean normative alignment at L1-L4 (22.1 ± 6.2°), L1-L4 was flatter on standing (7.2 ± 17.0°, P < .001) and supine imaging (8.5 ± 15.0°, P < .001). L4-S1 lordosis of subjects with L1-S1 flexibility >5° corrected on supine imaging (33.9 ± 11.1°, P = 1.000), but L1-L4 did not (23.0 ± 6.2° norm vs 2.2 ± 14.4° standing, P < .001; vs 7.3 ± 12.9° supine, P < .001). CONCLUSIONS When the effects of gravity are removed, the distal portion of the lumbar spine (i.e., below the apex of lordosis) corrects, suggesting that structural lumbar deformity is primarily proximal.
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Affiliation(s)
- Mitchell S. Fourman
- Spine Surgery Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, USA
| | - Renaud Lafage
- Spine Surgery Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, USA
| | - Francis Lovecchio
- Spine Surgery Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, USA
| | - Basel Sheikh Alshabab
- Spine Surgery Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, USA
| | - Sachiin Shah
- Spine Surgery Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, USA
| | - Ananth Punyala
- Spine Surgery Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, USA
| | - Bryan Ang
- Spine Surgery Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, USA
| | - Jonathan Elysee
- Spine Surgery Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, USA
| | - Lawrence G Lenke
- Spine Service, Department of Orthopaedic Surgery, Columbia University Medical Center, New York, USA
| | - Han Jo Kim
- Spine Surgery Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, USA
| | - Frank Schwab
- Department of Orthopaedic Surgery, Lenox Hill Hospital, New York, USA
| | - Virginie Lafage
- Spine Surgery Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, USA
- Department of Orthopaedic Surgery, Lenox Hill Hospital, New York, USA
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Passias PG, Williamson TK, Mir JM, Smith JS, Lafage V, Lafage R, Line B, Daniels AH, Gum JL, Schoenfeld AJ, Hamilton DK, Soroceanu A, Scheer JK, Eastlack R, Mundis GM, Diebo B, Kebaish KM, Hostin RA, Gupta MC, Kim HJ, Klineberg EO, Ames CP, Hart RA, Burton DC, Schwab FJ, Shaffrey CI, Bess S, on behalf of the International Spine Study Group. Are We Focused on the Wrong Early Postoperative Quality Metrics? Optimal Realignment Outweighs Perioperative Risk in Adult Spinal Deformity Surgery. J Clin Med 2023; 12:5565. [PMID: 37685633 PMCID: PMC10488913 DOI: 10.3390/jcm12175565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 08/22/2023] [Accepted: 08/22/2023] [Indexed: 09/10/2023] Open
Abstract
BACKGROUND While reimbursement is centered on 90-day outcomes, many patients may still achieve optimal, long-term outcomes following adult spinal deformity (ASD) surgery despite transient short-term complications. OBJECTIVE Compare long-term clinical success and cost-utility between patients achieving optimal realignment and suboptimally aligned peers. STUDY DESIGN/SETTING Retrospective cohort study of a prospectively collected multicenter database. METHODS ASD patients with two-year (2Y) data included. Groups were propensity score matched (PSM) for age, frailty, body mass index (BMI), Charlson Comorbidity Index (CCI), and baseline deformity. Optimal radiographic criteria are defined as meeting low deformity in all three (Scoliosis Research Society) SRS-Schwab parameters or being proportioned in Global Alignment and Proportionality (GAP). Cost-per-QALY was calculated for each time point. Multivariable logistic regression analysis and ANCOVA (analysis of covariance) adjusting for baseline disability and deformity (pelvic incidence (PI), pelvic incidence minus lumbar lordosis (PI-LL)) were used to determine the significance of surgical details, complications, clinical outcomes, and cost-utility. RESULTS A total of 930 patients were considered. Following PSM, 253 "optimal" (O) and 253 "not optimal" (NO) patients were assessed. The O group underwent more invasive procedures and had more levels fused. Analysis of complications by two years showed that the O group suffered less overall major (38% vs. 52%, p = 0.021) and major mechanical complications (12% vs. 22%, p = 0.002), and less reoperations (23% vs. 33%, p = 0.008). Adjusted analysis revealed O patients more often met MCID (minimal clinically important difference) in SF-36 PCS, SRS-22 Pain, and Appearance. Cost-utility-adjusted analysis determined that the O group generated better cost-utility by one year and maintained lower overall cost and costs per QALY (both p < 0.001) at two years. CONCLUSIONS Fewer late complications (mechanical and reoperations) are seen in optimally aligned patients, leading to better long-term cost-utility overall. Therefore, the current focus on avoiding short-term complications may be counterproductive, as achieving optimal surgical correction is critical for long-term success.
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Affiliation(s)
- Peter G. Passias
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopaedic Hospital, New York Spine Institute, New York, NY 10003, USA
| | - Tyler K. Williamson
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopaedic Hospital, New York Spine Institute, New York, NY 10003, USA
| | - Jamshaid M. Mir
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopaedic Hospital, New York Spine Institute, New York, NY 10003, USA
| | - Justin S. Smith
- Department of Neurosurgery, University of Virginia, Charlottesville, VA 22904, USA
| | - Virginie Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY 10075, USA
| | - Renaud Lafage
- Department of Orthopaedics, Hospital for Special Surgery, New York, NY 10021, USA
| | - Breton Line
- Department of Spine Surgery, Denver International Spine Clinic, Presbyterian St. Luke’s/Rocky Mountain Hospital for Children, Denver, CO 80205, USA
| | - Alan H. Daniels
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence, RI 02912, USA
| | - Jeffrey L. Gum
- Department of Orthopaedic Surgery, Norton Leatherman Spine Center, Louisville, KY 40202, USA
| | - Andrew J. Schoenfeld
- Department of Orthopedic Surgery, Brigham and Women’s Center for Surgery and Public Health, Boston, MA 02120, USA
| | - David Kojo Hamilton
- Departments of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA
| | - Alex Soroceanu
- Department of Orthopaedic Surgery, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Justin K. Scheer
- Department of Neurosurgery, University of California, San Francisco, CA 94143, USA
| | - Robert Eastlack
- Division of Orthopaedic Surgery, Scripps Clinic, La Jolla, CA 92037, USA
| | - Gregory M. Mundis
- Division of Orthopaedic Surgery, Scripps Clinic, La Jolla, CA 92037, USA
| | - Bassel Diebo
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence, RI 02912, USA
| | - Khaled M. Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins Medical Institutions, Baltimore, MD 21205, USA
| | - Richard A. Hostin
- Department of Orthopaedic Surgery, Baylor Scoliosis Center, Dallas, TX 75243, USA
| | - Munish C. Gupta
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence, RI 02912, USA
| | - Han Jo Kim
- Department of Orthopaedics, Hospital for Special Surgery, New York, NY 10021, USA
| | - Eric O. Klineberg
- Department of Orthopedic Surgery, University of California Davis, Sacramento, CA 95819, USA
| | - Christopher P. Ames
- Department of Neurosurgery, University of California, San Francisco, CA 94143, USA
| | - Robert A. Hart
- Department of Orthopaedic Surgery, Swedish Neuroscience Institute, Seattle, WA 98122, USA
| | - Douglas C. Burton
- Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Frank J. Schwab
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY 10075, USA
| | - Christopher I. Shaffrey
- Spine Division, Departments of Neurosurgery and Orthopaedic Surgery, Duke University School of Medicine, Durham, NC 27710, USA
| | - Shay Bess
- Department of Spine Surgery, Denver International Spine Clinic, Presbyterian St. Luke’s/Rocky Mountain Hospital for Children, Denver, CO 80205, USA
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Imbo B, Williamson T, Joujon-Roche R, Krol O, Tretiakov P, Ahmad S, Bennett-Caso C, Schoenfeld AJ, Dinizo M, De La Garza-Ramos R, Janjua MB, Vira S, Ihejirika-Lomedico R, Raman T, O'Connell B, Maglaras C, Paulino C, Diebo B, Lafage R, Lafage V, Passias PG. Long-term Morbidity in Patients After Surgical Correction of Adult Spinal Deformity: Results From a Cohort With Minimum 5-year Follow-up. Spine (Phila Pa 1976) 2023; 48:1089-1094. [PMID: 37040468 DOI: 10.1097/brs.0000000000004681] [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: 06/27/2022] [Accepted: 12/13/2022] [Indexed: 04/13/2023]
Abstract
STUDY DESIGN Retrospective. OBJECTIVE The objective of this study is to describe the rate of postoperative morbidity before and after two-year (2Y) follow-up for patients undergoing surgical correction of adult spinal deformity (ASD). SUMMARY OF BACKGROUND DATA Advances in modern surgical techniques for deformity surgery have shown promising short-term clinical results. However, the permanence of radiographic correction, mechanical complications, and revision surgery in ASD surgery remains a clinical challenge. Little information exists on the incidence of long-term morbidity beyond the acute postoperative window. METHODS ASD patients with complete baseline and five-year (5Y) health-related quality of life and radiographic data were included. The rates of adverse events, including proximal junctional kyphosis (PJK), proximal junctional failure (PJF), and reoperations up to 5Y were documented. Primary and revision surgeries were compared. We used logistic regression analysis to adjust for demographic and surgical confounders. RESULTS Of 118 patients eligible for 5Y follow-up, 99(83.9%) had complete follow-up data. The majority were female (83%), mean age 54.1 years and 10.4 levels fused and 14 undergoing three-column osteotomy. Thirty-three patients had a prior fusion and 66 were primary cases. By 5Y postop, the cohort had an adverse event rate of 70.7% with 25 (25.3%) sustaining a major complication and 26 (26.3%) receiving reoperation. Thirty-eight (38.4%) developed PJK by 5Y and 3 (4.0%) developed PJF. The cohort had a significantly higher rate of complications (63.6% vs. 19.2%), PJK (34.3% vs. 4.0%), and reoperations (21.2% vs. 5.1%) before 2Y, all P <0.01. The most common complications beyond 2Y were mechanical complications. CONCLUSIONS Although the incidence of adverse events was high before 2Y, there was a substantial reduction in longer follow-up indicating complications after 2Y are less common. Complications beyond 2Y consisted mostly of mechanical issues.
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Affiliation(s)
- Bailey Imbo
- Division of Spinal Surgery, Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Tyler Williamson
- Division of Spinal Surgery, Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Rachel Joujon-Roche
- Division of Spinal Surgery, Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Oscar Krol
- Division of Spinal Surgery, Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Peter Tretiakov
- Division of Spinal Surgery, Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Salman Ahmad
- Division of Spinal Surgery, Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Claudia Bennett-Caso
- Division of Spinal Surgery, Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Michael Dinizo
- Division of Spinal Surgery, Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Rafael De La Garza-Ramos
- Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY
| | - M Burhan Janjua
- Department of Orthopaedic Surgery, UT Southwestern Medical Center, Dallas, TX
| | - Shaleen Vira
- Department of Orthopaedic Surgery, UT Southwestern Medical Center, Dallas, TX
| | - Rivka Ihejirika-Lomedico
- Division of Spinal Surgery, Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Tina Raman
- Division of Spinal Surgery, Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Brooke O'Connell
- Division of Spinal Surgery, Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Constance Maglaras
- Division of Spinal Surgery, Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Carl Paulino
- Department of Orthopaedic Surgery, SUNY Downstate Medical Center, New York, NY
| | - Bassel Diebo
- Department of Orthopaedic Surgery, SUNY Downstate Medical Center, New York, NY
| | - Renaud Lafage
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Virginie Lafage
- Department of Orthopedic Surgery, Lenox Hill Hospital, Northwell Health, New York, NY
| | - Peter G Passias
- Division of Spinal Surgery, Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
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Passias PG, Williamson TK, Krol O, Tretiakov PS, Joujon-Roche R, Imbo B, Ahmad S, Bennett-Caso C, Owusu-Sarpong S, Lebovic JB, Robertson D, Vira S, Dhillon E, Schoenfeld AJ, Janjua MB, Raman T, Protopsaltis TS, Maglaras C, O'Connell B, Daniels AH, Paulino C, Diebo BG, Smith JS, Schwab FJ, Lafage R, Lafage V. Should Global Realignment Be Tailored to Frailty Status for Patients Undergoing Surgical Intervention for Adult Spinal Deformity? Spine (Phila Pa 1976) 2023; 48:930-936. [PMID: 36191091 DOI: 10.1097/brs.0000000000004501] [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: 06/30/2022] [Accepted: 07/21/2022] [Indexed: 02/04/2023]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE Assess whether modifying spinal alignment goals to accommodate frailty considerations will decrease mechanical complications and maximize clinical outcomes. SUMMARY OF BACKGROUND DATA The Global Alignment and Proportion (GAP) score was developed to assist in reducing mechanical complications, but has had less success predicting such events in external validation. Higher frailty and many of its components have been linked to the development of implant failure. Therefore, modifying the GAP score with frailty may strengthen its ability to predict mechanical complications. MATERIALS AND METHODS We included 412 surgical ASD patients with two-year follow-up. Frailty was quantified using the modified Adult Spinal Deformity Frailty Index (mASD-FI). Outcomes: proximal junctional kyphosis and proximal junctional failure (PJF), major mechanical complications, and "Best Clinical Outcome" (BCO), defined as Oswestry Disability Index<15 and Scoliosis Research Society 22-item Questionnaire Total>4.5. Logistic regression analysis established a six-week score based on GAP score, frailty, and Oswestry Disability Index US Norms. Logistic regression followed by conditional inference tree analysis generated categorical thresholds. Multivariable logistic regression analysis controlling for confounders was used to assess the performance of the frailty-modified GAP score. RESULTS Baseline frailty categories: 57% not frail, 30% frail, 14% severely frail. Overall, 39 of patients developed proximal junctional kyphosis, 8% PJF, 21% mechanical complications, 22% underwent reoperation, and 15% met BCO. The mASD-FI demonstrated a correlation with developing PJF, mechanical complications, undergoing reoperation, and meeting BCO at two years (all P <0.05). Regression analysis generated the following equation: Frailty-Adjusted Realignment Score (FAR Score)=0.49×mASD-FI+0.38×GAP Score. Thresholds for the FAR score (0-13): proportioned: <3.5, moderately disproportioned: 3.5-7.5, severely disproportioned: >7.5. Multivariable logistic regression assessing FAR score demonstrated associations with mechanical complications, reoperation, and meeting BCO by two years (all P <0.05), whereas the original GAP score was only significant for reoperation. CONCLUSION This study demonstrated adjusting alignment goals in adult spinal deformity surgery for a patient's baseline frailty status and disability may be useful in minimizing the risk of complications and adverse events, outperforming the original GAP score in terms of prognostic capacity. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Peter G Passias
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Tyler K Williamson
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Oscar Krol
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Peter S Tretiakov
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Rachel Joujon-Roche
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Bailey Imbo
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Salman Ahmad
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | - Claudia Bennett-Caso
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY
| | | | - Jordan B Lebovic
- Department of Orthopaedic Surgery, NYU Langone Medical Center, New York, NY
| | - Djani Robertson
- Department of Orthopaedic Surgery, NYU Langone Medical Center, New York, NY
| | - Shaleen Vira
- Department of Orthopaedic Surgery, UT Southwestern Medical Center, Dallas, TX
| | - Ekamjeet Dhillon
- Department of Orthopaedic Surgery, University of Washington Medical Center, Seattle, WA
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital/Harvard Medical Center, Boston, MA
| | - Muhammad B Janjua
- Department of Neurosurgery, Washington University of St Louis, St Louis, MO
| | - Tina Raman
- Department of Orthopaedic Surgery, NYU Langone Medical Center, New York, NY
| | | | - Constance Maglaras
- Department of Orthopaedic Surgery, NYU Langone Medical Center, New York, NY
| | - Brooke O'Connell
- Department of Orthopaedic Surgery, NYU Langone Medical Center, New York, NY
| | - Alan H Daniels
- Department of Orthopedic Surgery, Warren Alpert School of Medicine/Brown University, Providence, RI
| | - Carl Paulino
- Department of Orthopaedic Surgery, SUNY Downstate Medical Center, New York, NY
| | - Bassel G Diebo
- Department of Orthopaedic Surgery, SUNY Downstate Medical Center, New York, NY
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia, Charlottesville, VA
| | - Frank J Schwab
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY
| | - Renaud Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY
| | - Virginie Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY
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19
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Adindu EK, Singh D, Geck M, Stokes J, Truumees E. Minimal Clinically Important Difference and Patient-Acceptable Symptom State in Orthopaedic Spine Surgery: A Review. JBJS Rev 2023; 11:01874474-202304000-00005. [PMID: 37071742 DOI: 10.2106/jbjs.rvw.22.00200] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/20/2023]
Abstract
» Minimal clinically important difference (MCID) and patient-acceptable symptom state (PASS) are both metrics at interpreting patient-reported outcome measures (PROMs). » MCID values tend to vary significantly depending on the baseline pain and function in both acute and chronic symptom states while PASS thresholds are more stable. » MCID values are more easily attainable than PASS thresholds. » Although PASS is more relevant to the patient, it should continue to be used in tandem with MCID when interpreting PROM data.
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Affiliation(s)
| | | | - Matthew Geck
- Department of Orthopaedic Surgery, Ascension Texas Spine and Scoliosis, The University of Texas Dell Medical School, Austin, Texas
| | - John Stokes
- Ascension Texas Spine and Scoliosis, Austin, Texas
| | - Eeric Truumees
- Department of Orthopaedic and Neurological Surgery, Ascension Texas Spine and Scoliosis, The University of Texas Dell Medical School, Austin, Texas
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Predicting the Magnitude of Distal Junctional Kyphosis Following Cervical Deformity Correction. Spine (Phila Pa 1976) 2023; 48:232-239. [PMID: 36149856 DOI: 10.1097/brs.0000000000004492] [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: 06/14/2022] [Accepted: 09/08/2022] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective review of a cervical deformity database. OBJECTIVE This study aimed to develop a model that can predict the postoperative distal junctional kyphosis angle (DJKA) using preoperative and postoperative radiographic measurements. SUMMARY OF BACKGROUND DATA Distal junctional kyphosis (DJK) is a complication following cervical deformity correction that can reduce of patient quality of life and functional status. Although researchers have identified the risk factors for DJK, no model has been proposed to predict the magnitude of DJK. MATERIALS AND METHODS The DJKA was defined as the Cobb angle from the lower instrumented vertebra (LIV) to LIV-2 with traditional DJK having a DJKA change >10°. Models were trained using 66.6% of the randomly selected patients and validated in the remaining 33.3%. Preoperative and postoperative radiographic parameters associated with DJK were identified and ranked using a conditional variable importance table. Linear regression models were developed using the factors most strongly associated with postoperative DJKA. RESULTS A total of 131 patients were included with a mean follow-up duration of 14±8 months. The mean postoperative DJKA was 14.6±14° and occurred in 35% of the patients. No significant differences between the training and validation cohort were observed. The variables most associated with postoperative DJK were: preoperative DJKA (DJKApre), postoperative C2-LIV, and change in cervical lordosis (∆CL). The model identified the following equation as predictive of DJKA: DJKA=9.365+(0.123×∆CL)-(0.315×∆C2-LIV)-(0.054×DJKApre). The predicted and actual postoperative DJKA values were highly correlated ( R =0.871, R2 =0.759, P <0.001). CONCLUSIONS The variables that most increased the DJKA were the preoperative DJKA, postoperative alignment within the construct, and change in cervical lordosis. Future studies can build upon the model developed to be applied in a clinical setting when planning for cervical deformity correction.
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Crossing the Bridge From Degeneration to Deformity: When Does Sagittal Correction Impact Outcomes in Adult Spinal Deformity Surgery? Spine (Phila Pa 1976) 2023; 48:E25-E32. [PMID: 36007130 DOI: 10.1097/brs.0000000000004461] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 06/06/2022] [Indexed: 02/01/2023]
Abstract
BACKGROUND Patients with less severe adult spinal deformity (ASD) undergo surgical correction and often achieve good clinical outcomes. However, it is not well understood how much clinical improvement is due to sagittal correction rather than treatment of the spondylotic process. PURPOSE Determine baseline thresholds in radiographic parameters that, when exceeded, may result in substantive clinical improvement from surgical correction. STUDY DESIGN Retrospective. MATERIALS AND METHODS ASD patients with BL and two-year data were included. Parameters assessed: sagittal vertical axis, pelvic incidence-lumbar lordosis mismatch, pelvic tilt, T1 pelvic angle, L1 pelvic angle, L4-S1 lordosis, C2-C7 sagittal vertical axis, C2-T3, C2 slope. Outcomes: Good Outcome (GO) at two years: [meeting either: (1) Substantial Clinical Benefit for Oswestry Disability Index (change >18.8), or (2) Oswestry Disability Index <15 and Scoliosis Research Society Total>4.5]. Binary logistic regression assessed each parameter to determine if correction was more likely needed to achieve GO. Conditional inference tree run machine learning analysis generated baseline thresholds for each parameter, above which, correction was necessary to achieve GO. RESULTS We included 431 ASD patients. There were 223 (50%) that achieved a GO by two years. Binary logistic regression analysis demonstrated, with increasing baseline severity in deformity, sagittal correction was more often seen in those achieving GO for each parameter(all P <0.001). Of patients with baseline T1 pelvic angle above the threshold, 95% required correction to meet GO (95% vs. 54%, P <0.001). A baseline pelvic incidence-lumbar lordosis >10° (74% of patients meeting GO) needed correction to achieve GO (odds ratio: 2.6, 95% confidence interval: 1.4-4.8). A baseline C2 slope >15° also necessitated correction to obtain clinical success (odds ratio: 7.7, 95% confidence interval: 3.7-15.7). CONCLUSIONS Our study highlighted point may be present at which sagittal correction has an outsized influence on clinical improvement, reflecting the line where deformity becomes a significant contributor to disability. These new thresholds give us insight into which patients may be more suitable for sagittal correction, as opposed to intervention for the spondylotic process only, leading to a more efficient utility of surgical intervention for ASD.
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Balaban B, Yilgor C, Yucekul A, Zulemyan T, Obeid I, Pizones J, Kleinstueck F, Perez-Grueso FJS, Pellise F, Alanay A, Sezerman OU. Building clinically actionable models for predicting mechanical complications in postoperatively well-aligned adult spinal deformity patients using XGBoost algorithm. INFORMATICS IN MEDICINE UNLOCKED 2023. [DOI: 10.1016/j.imu.2023.101191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
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Improvements in Outcomes and Cost After Adult Spinal Deformity Corrective Surgery Between 2008 and 2019. Spine (Phila Pa 1976) 2023; 48:189-195. [PMID: 36191021 DOI: 10.1097/brs.0000000000004474] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Accepted: 06/09/2022] [Indexed: 11/07/2022]
Abstract
STUDY DESIGN A retrospective cohort study. OBJECTIVE To assess whether patient outcomes and cost-effectiveness of adult spinal deformity (ASD) surgery have improved over the past decade. BACKGROUND Surgery for ASD is an effective intervention, but one that is also associated with large initial healthcare expenditures. Changes in the cost profile for ASD surgery over the last decade has not been evaluated previously. MATERIALS AND METHODS ASD patients who received surgery between 2008 and 2019 were included. Analysis of covariance was used to establish estimated marginal means for outcome measures [complication rates, reoperations, health-related quality of life, total cost, utility gained, quality adjusted life years (QALYs), cost-efficiency (cost per QALY)] by year of initial surgery. Cost was calculated using the PearlDiver database and represented national averages of Medicare reimbursement for services within a 30-day window including length of stay and death differentiated by complication/comorbidity, revision, and surgical approach. Internal cost data was based on individual patient diagnosis-related group codes, limiting revisions to those within two years (2Y) of the initial surgery. Cost per QALY over the course of 2008-2019 were then calculated. RESULTS There were 1236 patients included. There was an overall decrease in rates of any complication (0.78 vs . 0.61), any reoperation (0.25 vs . 0.10), and minor complication (0.54 vs . 0.37) between 2009 and 2018 (all P <0.05). National average 2Y cost decreased at an annual rate of $3194 ( R2 =0.6602), 2Y utility gained increased at an annual rate of 0.0041 ( R2 =0.57), 2Y QALYs gained increased annually by 0.008 ( R2 =0.57), and 2Y cost per QALY decreased per year by $39,953 ( R2 =0.6778). CONCLUSION Between 2008 and 2019, rates of complications have decreased concurrently with improvements in patient reported outcomes, resulting in improved cost effectiveness according to national Medicare average and individual patient cost data. The value of ASD surgery has improved substantially over the course of the last decade.
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Passias PG, Krol O, Passfall L, Lafage V, Lafage R, Smith JS, Line B, Vira S, Daniels AH, Diebo B, Schoenfeld AJ, Gum J, Kebaish K, Than K, Kim HJ, Hostin R, Gupta M, Eastlack R, Burton D, Schwab FJ, Shaffrey C, Klineberg EO, Bess S. Three-Column Osteotomy in Adult Spinal Deformity: An Analysis of Temporal Trends in Usage and Outcomes. J Bone Joint Surg Am 2022; 104:1895-1904. [PMID: 35983998 DOI: 10.2106/jbjs.21.01172] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Three-column osteotomies (3COs), usually in the form of pedicle subtraction or vertebral column resection, have become common in adult spinal deformity surgery. Although a powerful tool for deformity correction, 3COs can increase the risks of perioperative morbidity. METHODS Operative patients with adult spinal deformity (Cobb angle of >20°, sagittal vertical axis [SVA] of >5 cm, pelvic tilt of >25°, and/or thoracic kyphosis of >60°) with available baseline and 2-year radiographic and health-related quality-of-life (HRQoL) data were included. Patients were stratified into 2 groups by surgical year: Group I (2008 to 2013) and Group II (2014 to 2018). Patients with 3COs were then isolated for outcomes analysis. Severe sagittal deformity was defined by an SVA of >9.5 cm. Best clinical outcome (BCO) was defined as an Oswestry Disability Index (ODI) of <15 and Scoliosis Research Society (SRS)-22 of >4.5. Multivariable regression analyses were used to assess differences in surgical, radiographic, and clinical parameters. RESULTS Seven hundred and fifty-two patients with adult spinal deformity met the inclusion criteria, and 138 patients underwent a 3CO. Controlling for baseline SVA, PI-LL (pelvic incidence minus lumbar lordosis), revision status, age, and Charlson Comorbidity Index (CCI), Group II was less likely than Group I to have a 3CO (21% versus 31%; odds ratio [OR] = 0.6; 95% confidence interval [CI] = 0.4 to 0.97) and more likely to have an anterior lumbar interbody fusion (ALIF; OR = 1.6; 95% CI = 1.3 to 2.3) and a lateral lumbar interbody fusion (LLIF; OR = 3.8; 95% CI = 2.3 to 6.2). Adjusted analyses showed that Group II had a higher likelihood of supplemental rod usage (OR = 21.8; 95% CI = 7.8 to 61) and a lower likelihood of proximal junctional failure (PJF; OR = 0.23; 95% CI = 0.07 to 0.76) and overall hardware complications by 2 years (OR = 0.28; 95% CI = 0.1 to 0.8). In an adjusted analysis, Group II had a higher likelihood of titanium rod usage (OR = 2.7; 95% CI = 1.03 to 7.2). Group II had a lower 2-year ODI and higher scores on Short Form (SF)-36 components and SRS-22 total (p < 0.05 for all). Controlling for baseline ODI, Group II was more likely to reach the BCO for the ODI (OR = 2.8; 95% CI = 1.2 to 6.4) and the SRS-22 total score (OR = 4.6; 95% CI = 1.3 to 16). CONCLUSIONS Over a 10-year period, the rates of 3CO usage declined, including in cases of severe deformity, with an increase in the usage of PJF prophylaxis. A better understanding of the utility of 3CO, along with a greater implementation of preventive measures, has led to a decrease in complications and PJF and a significant improvement in patient-reported outcome measures. LEVEL OF EVIDENCE Therapeutic Level III . See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Peter G Passias
- Departments of Orthopedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York, NY.,New York Spine Institute, New York, NY
| | - Oscar Krol
- Departments of Orthopedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York, NY.,New York Spine Institute, New York, NY
| | - Lara Passfall
- Departments of Orthopedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York, NY.,New York Spine Institute, New York, NY
| | - Virginie Lafage
- Department of Orthopedics, Hospital for Special Surgery, New York, NY
| | - Renaud Lafage
- Department of Orthopedics, Hospital for Special Surgery, New York, NY
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia, Charlottesville, Virginia
| | - Breton Line
- Department of Spine Surgery, Denver International Spine Clinic, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, Colorado
| | - Shaleen Vira
- Departments of Orthopaedic and Neurosurgery, UT Southwestern Medical Center, Dallas, Texas
| | - Alan H Daniels
- Department of Orthopedics, Brown University Warren Alpert Medical School, Providence, Rhode Island
| | - Bassel Diebo
- Department of Orthopedic Surgery, SUNY Downstate, New York, NY
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Center for Surgery and Public Health, Boston, Massachusetts
| | - Jeffrey Gum
- Norton Leatherman Spine Center, Louisville, Kentucky
| | - Khaled Kebaish
- Department of Orthopaedic Surgery, Johns Hopkins Medical Center, Baltimore, Maryland
| | - Khoi Than
- Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Han Jo Kim
- Department of Orthopedics, Hospital for Special Surgery, New York, NY
| | - Richard Hostin
- Department of Orthopaedic Surgery, Southwest Scoliosis Center, Dallas, Texas
| | - Munish Gupta
- Department of Orthopaedic Surgery, Washington University, St. Louis, Missouri
| | - Robert Eastlack
- Division of Orthopaedic Surgery, Scripps Clinic, La Jolla, California
| | - Douglas Burton
- Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City, Kansas
| | - Frank J Schwab
- Department of Orthopedics, Hospital for Special Surgery, New York, NY
| | - Christopher Shaffrey
- Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Eric O Klineberg
- Department of Orthopaedic Surgery, University of California Davis, Davis, California
| | - Shay Bess
- Department of Spine Surgery, Denver International Spine Clinic, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, Colorado
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Failure in Adult Spinal Deformity Surgery: A Comprehensive Review of Current Rates, Mechanisms, and Prevention Strategies. Spine (Phila Pa 1976) 2022; 47:1337-1350. [PMID: 36094109 DOI: 10.1097/brs.0000000000004435] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 06/22/2022] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Literature review. OBJECTIVE The aim of this review is to summarize recent literature on adult spinal deformity (ASD) treatment failure as well as prevention strategies for these failure modes. SUMMARY OF BACKGROUND DATA There is substantial evidence that ASD surgery can provide significant clinical benefits to patients. The volume of ASD surgery is increasing, and significantly more complex procedures are being performed, especially in the aging population with multiple comorbidities. Although there is potential for significant improvements in pain and disability with ASD surgery, these procedures continue to be associated with major complications and even outright failure. METHODS A systematic search of the PubMed database was performed for articles relevant to failure after ASD surgery. Institutional review board approval was not needed. RESULTS Failure and the potential need for revision surgery generally fall into 1 of 4 well-defined phenotypes: clinical failure, radiographic failure, the need for reoperation, and lack of cost-effectiveness. Revision surgery rates remain relatively high, challenging the overall cost-effectiveness of these procedures. CONCLUSION By consolidating the key evidence regarding failure, further research and innovation may be stimulated with the goal of significantly improving the safety and cost-effectiveness of ASD surgery.
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Luo J, Yang K, Yang Z, Feng C, Li X, Luo Z, Tao H, Duan C, Wu T. Optimal immediate sagittal alignment for kyphosis in ankylosing spondylitis following corrective osteotomy. Front Surg 2022; 9:975026. [PMID: 36132199 PMCID: PMC9483024 DOI: 10.3389/fsurg.2022.975026] [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: 06/21/2022] [Accepted: 08/04/2022] [Indexed: 11/29/2022] Open
Abstract
Purpose To investigate the optimal immediate sagittal alignment of kyphosis in ankylosing spondylitis (AS) following corrective osteotomy. Methods Seventy-seven AS patients who underwent osteotomy were enrolled. Radiographic parameters, including global kyphosis (GK), lumbar lordosis (LL), T1 spinopelvic inclination (T1SPI), sagittal vertical axis (SVA), T1 pelvic angle (TPA), pelvic incidence (PI), pelvic tilt (PT), sacral slope (SS), and PI and LL mismatch (PI–LL), were collected. The clinical outcome was evaluated using the Scoliosis Research Society-22 (SRS-22) questionnaire and Oswestry Disability Index (ODI). At the final follow-up, SVA > 5 cm was regarded as sagittal imbalance, and a total ODI ≤ 20 or total SRS-22 score ≥4 was considered to indicate a good clinical outcome. Results Seventy-seven patients with an average age of 37.4 ± 8.6 years were followed up for 29.4 ± 4.2 months. At the final follow-up, GK, LL, PT, SS, TPA, and T1SPI showed some degree of correction loss (P < 0.05). The follow-up parameters could be predicted with the immediate postoperative parameters through their linear regression equation (P < 0.05). The postoperative immediate T1SPI, TPA, SVA, and PI were also highly correlated with the clinical outcome (ODI and/or SRS-22) at the final follow-up (P < 0.05). Based on the relationship, the optimal immediate sagittal alignment for obtaining good clinical outcome was determined: T1SPI ≤ 0.9°, TPA ≤ 31.5°, and SVA ≤ 9.3cm. AS patients with PI ≤ 49.2° were more likely to achieve the optimal alignment and obtained lower ODI and a lower incidence of sagittal imbalance than those with PI > 49.2° at the final follow-up (P < 0.05). Conclusion Postoperative immediate parameters could be used to predict the final follow-up parameters and clinical outcome. The optimal postoperative immediate sagittal alignment of AS patients was T1SPI ≤ 0.9°, TPA ≤ 31.5°, and SVA ≤ 9.3 cm, providing a reference for kyphosis correction and a means for clinical outcome evaluation. Patients with a lower PI (≤49.2°) were more likely to achieve optimal alignment and obtain satisfactory clinical outcomes.
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Affiliation(s)
- Jianzhou Luo
- Department of Orthopaedics, Shenzhen University General Hospital, Shenzhen, China
| | - Kai Yang
- Department of Orthopaedics, Xi’an Red Cross Hospital, Xi’an, China
| | - Zili Yang
- Department of Orthopaedics, Shenzhen University General Hospital, Shenzhen, China
| | - Chaoshuai Feng
- Department of Orthopaedics, Xi’an Red Cross Hospital, Xi’an, China
| | - Xian Li
- Department of Orthopaedics, Shenzhen University General Hospital, Shenzhen, China
| | - Zhenjuan Luo
- Department of Orthopaedics, Shenzhen University General Hospital, Shenzhen, China
| | - Huiren Tao
- Department of Orthopaedics, Shenzhen University General Hospital, Shenzhen, China
| | - Chunguang Duan
- Department of Orthopaedics, Shenzhen University General Hospital, Shenzhen, China
| | - Tailin Wu
- Department of Orthopaedics, Shenzhen University General Hospital, Shenzhen, China
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
- Correspondence: Tailin Wu
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Postoperative Evolution of Sagittal Parameters Over Time Does Not Differ by Upper Instrumented Vertebra. Spine (Phila Pa 1976) 2022; 47:800-807. [PMID: 34669675 DOI: 10.1097/brs.0000000000004251] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVES The aim of this study was to examine sagittal alignment over time in adult spinal deformity (ASD) and to understand whether these changes vary by choice of upper instrumented vertebra (UIV). SUMMARY OF BACKGROUND DATA Recent ASD literature has focused on specific alignment goals. Less is known about how sagittal parameters evolve over time after surgical correction and whether these changes differ by choice of UIV. METHODS This was a retrospective review of ASD patients from a single institution. Routine 36″ sagittal x-rays were obtained preoperatively, before hospital discharge, and at 6 months, 1 year, and 2 years and sagittal parameters were measured. Patients with UIV T6 and above were classified as upper thoracic (UT) and T7 and below as lower thoracic (LT). RESULTS A total of 102 patients with mean age 66.0 years (±7.7) were included in the analysis (49 UT, 53 LT). All sagittal and coronal alignment parameters demonstrated significant improvement from preoperatively to any postoperative time point. Although multiple parameters maintained correction over time, others (TK, TPA, and PT) demonstrated significant increase from discharge to 2 years postoperatively, with changes occurring relatively early after surgery, whereas overall global alignment was maintained. Both UT/LT groups demonstrated significantly greater TK from preoperatively to discharge to 6 months (P < 0.05), stabilizing at that time point out to 2 years, whereas TLK preferentially increased in the LT group. There was significant improvement in sagittal vertical axis after surgery, which was maintained out to 2years of follow-up (P > 0.05). CONCLUSIONS Our data suggest that although several key parameters are maintained over time out to 2years postopera- tively, TK tends to worsen over time for all patients, whereas TLK preferentially increases in the LT group. Nevertheless, despite these trends, compensatory changes are seen in PT such that global alignment is relatively maintained.Level of Evidence: 3.
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Usefulness of the Brief Scale for Psychiatric Problems in Orthopaedic Patients (BS-POP) for Predicting Poor Outcomes in Patients Undergoing Lumbar Decompression Surgery. Pain Res Manag 2022; 2021:2589865. [PMID: 34970359 PMCID: PMC8714325 DOI: 10.1155/2021/2589865] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 11/07/2021] [Accepted: 12/02/2021] [Indexed: 11/17/2022]
Abstract
Background The Brief Scale for Psychiatric Problems in Orthopaedic Patients (BS-POP) is an original questionnaire that evaluates psychosocial problems in orthopaedic patients. The purpose of this study was to clarify the relationship between BS-POP scores and surgical outcomes in patients with lumbar spinal stenosis (LSS). Methods From our database, a total of 157 patients with LSS who had undergone decompression surgery and completed a 1-year follow-up were retrospectively observed. The primary outcome was the numerical rating scale (NRS) score for satisfaction with surgery (from 0: not satisfied to 10: completely satisfied). Patients with an NRS score ≥8 were classified into the satisfied group. The secondary outcomes were NRS scores for low back pain, leg pain, and leg numbness and scores on the Roland–Morris Disability Questionnaire (RDQ). BS-POP was used to detect psychiatric problems before surgery. A BS-POP score ≥11 on the physician version or a combination of 10 on the physician version and ≥15 on the patient version was considered to indicate the presence of psychiatric problems. The patients were classified into two groups and compared based on preoperative BS-POP scores at the 1-year follow-up. Results Preoperatively, 22 and 135 patients showed high and low BS-POP scores, respectively. No significant differences in preoperative symptoms were found between the two groups. At 1 year after surgery, patients with high BS-POP scores showed significantly lower satisfaction with surgery, higher NRS scores for low back pain, leg pain, and leg numbness, and lower RDQ deviation scores than did the low BS-POP group (p < 0.05). The results of the multivariable analysis indicated that preoperative high BS-POP scores were independently associated with low satisfaction with surgery (odds ratio: 5.2, 95% confidence interval: 1.9–15.1). Conclusion High preoperative BS-POP scores were associated with poor outcomes for decompression surgery in patients with LSS at 1 year after surgery. These results suggest that BS-POP is a useful tool for predicting surgical outcomes in patients with LSS.
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Buell TJ, Shaffrey CI, Bess S, Kim HJ, Klineberg EO, Lafage V, Lafage R, Protopsaltis TS, Passias PG, Mundis GM, Eastlack RK, Deviren V, Kelly MP, Daniels AH, Gum JL, Soroceanu A, Hamilton DK, Gupta MC, Burton DC, Hostin RA, Kebaish KM, Hart RA, Schwab FJ, Ames CP, Smith JS. Multicenter assessment of outcomes and complications associated with transforaminal versus anterior lumbar interbody fusion for fractional curve correction. J Neurosurg Spine 2021; 35:729-742. [PMID: 34416723 DOI: 10.3171/2020.11.spine201915] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 11/30/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Few studies have compared fractional curve correction after long fusion between transforaminal lumbar interbody fusion (TLIF) and anterior lumbar interbody fusion (ALIF) for adult symptomatic thoracolumbar/lumbar scoliosis (ASLS). The objective of this study was to compare fractional correction, health-related quality of life (HRQL), and complications associated with L4-S1 TLIF versus those of ALIF as an operative treatment of ASLS. METHODS The authors retrospectively analyzed a prospective multicenter adult spinal deformity database. Inclusion required a fractional curve ≥ 10°, a thoracolumbar/lumbar curve ≥ 30°, index TLIF or ALIF performed at L4-5 and/or L5-S1, and a minimum 2-year follow-up. TLIF and ALIF patients were propensity matched according to the number and type of interbody fusion at L4-S1. RESULTS Of 135 potentially eligible consecutive patients, 106 (78.5%) achieved the minimum 2-year follow-up (mean ± SD age 60.6 ± 9.3 years, 85% women, 44.3% underwent TLIF, and 55.7% underwent ALIF). Index operations had mean ± SD 12.2 ± 3.6 posterior levels, 86.6% of patients underwent iliac fixation, 67.0% underwent TLIF/ALIF at L4-5, and 84.0% underwent TLIF/ALIF at L5-S1. Compared with TLIF patients, ALIF patients had greater cage height (10.9 ± 2.1 mm for TLIF patients vs 14.5 ± 3.0 mm for ALIF patients, p = 0.001) and lordosis (6.3° ± 1.6° for TLIF patients vs 17.0° ± 9.9° for ALIF patients, p = 0.001) and longer operative duration (6.7 ± 1.5 hours for TLIF patients vs 8.9 ± 2.5 hours for ALIF patients, p < 0.001). In all patients, final alignment improved significantly in terms of the fractional curve (20.2° ± 7.0° to 6.9° ± 5.2°), maximum coronal Cobb angle (55.0° ± 14.8° to 23.9° ± 14.3°), C7 sagittal vertical axis (5.1 ± 6.2 cm to 2.3 ± 5.4 cm), pelvic tilt (24.6° ± 8.1° to 22.7° ± 9.5°), and lumbar lordosis (32.3° ± 18.8° to 51.4° ± 14.1°) (all p < 0.05). Matched analysis demonstrated comparable fractional correction (-13.6° ± 6.7° for TLIF patients vs -13.6° ± 8.1° for ALIF patients, p = 0.982). In all patients, final HRQL improved significantly in terms of Oswestry Disability Index (ODI) score (42.4 ± 16.3 to 24.2 ± 19.9), physical component summary (PCS) score of the 36-item Short-Form Health Survey (32.6 ± 9.3 to 41.3 ± 11.7), and Scoliosis Research Society-22r score (2.9 ± 0.6 to 3.7 ± 0.7) (all p < 0.05). Matched analysis demonstrated worse ODI (30.9 ± 21.1 for TLIF patients vs 17.9 ± 17.1 for ALIF patients, p = 0.017) and PCS (38.3 ± 12.0 for TLIF patients vs 45.3 ± 10.1 for ALIF patients, p = 0.020) scores for TLIF patients at the last follow-up (despite no differences in these parameters at baseline). The rates of total complications were similar (76.6% for TLIF patients vs 71.2% for ALIF patients, p = 0.530), but significantly more TLIF patients had rod fracture (28.6% of TLIF patients vs 7.1% of ALIF patients, p = 0.036). Multiple regression analysis demonstrated that a 1-mm increase in L4-5 TLIF cage height led to a 2.2° reduction in L4 coronal tilt (p = 0.011), and a 1° increase in L5-S1 ALIF cage lordosis led to a 0.4° increase in L5-S1 segmental lordosis (p = 0.045). CONCLUSIONS Operative treatment of ASLS with L4-S1 TLIF versus ALIF demonstrated comparable mean fractional curve correction (66.7% vs 64.8%), despite use of significantly larger, more lordotic ALIF cages. TLIF cage height had a significant impact on leveling L4 coronal tilt, whereas ALIF cage lordosis had a significant impact on restoration of lumbosacral lordosis. The advantages of TLIF may include reduced operative duration and hospitalization; however, associated HRQL was inferior and more rod fractures were detected in the TLIF patients included in this study.
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Affiliation(s)
- Thomas J Buell
- 1Department of Orthopaedic & Neurological Surgery, Duke University Medical Center, Durham, North Carolina
| | - Christopher I Shaffrey
- 1Department of Orthopaedic & Neurological Surgery, Duke University Medical Center, Durham, North Carolina
| | - Shay Bess
- 2Denver International Spine Center, Presbyterian/St. Luke's Medical Center and Rocky Mountain Hospital for Children, Denver, Colorado
| | - Han Jo Kim
- 3Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, New York
| | - Eric O Klineberg
- 4Department of Orthopaedic Surgery, University of California, Davis, California
| | - Virginie Lafage
- 3Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, New York
| | - Renaud Lafage
- 3Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, New York
| | | | - Peter G Passias
- 5Department of Orthopaedic Surgery, NYU Hospital for Joint Diseases, New York, New York
| | - Gregory M Mundis
- 6Scripps Clinic and San Diego Center for Spinal Disorders, La Jolla, California
| | - Robert K Eastlack
- 6Scripps Clinic and San Diego Center for Spinal Disorders, La Jolla, California
| | | | - Michael P Kelly
- 8Department of Orthopaedic Surgery, Washington University, St. Louis, Missouri
| | - Alan H Daniels
- 9Department of Orthopaedic Surgery, Brown University, Providence, Rhode Island
| | - Jeffrey L Gum
- 10Department of Orthopaedic Surgery, Norton Leatherman Spine Center, Louisville, Kentucky
| | - Alex Soroceanu
- 11Department of Orthopaedic Surgery, University of Calgary, Alberta, Canada
| | - D Kojo Hamilton
- 12Department of Neurological Surgery, University of Pittsburgh, Pennsylvania
| | - Munish C Gupta
- 8Department of Orthopaedic Surgery, Washington University, St. Louis, Missouri
| | - Douglas C Burton
- 13Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City, Kansas
| | - Richard A Hostin
- 14Department of Orthopaedic Surgery, Southwest Scoliosis Institute, Baylor Scott and White Medical Center, Plano, Texas
| | - Khaled M Kebaish
- 15Department of Orthopaedic Surgery, Johns Hopkins University, Baltimore, Maryland
| | - Robert A Hart
- 16Department of Orthopaedic Surgery, Swedish Neuroscience Institute, Seattle, Washington; and
| | - Frank J Schwab
- 3Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, New York
| | - Christopher P Ames
- 17Neurological Surgery, University of California, San Francisco, California
| | - Justin S Smith
- 18Department of Neurological Surgery, University of Virginia Health System, Charlottesville, Virginia
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Buell TJ, Smith JS, Shaffrey CI, Kim HJ, Klineberg EO, Lafage V, Lafage R, Protopsaltis TS, Passias PG, Mundis GM, Eastlack RK, Deviren V, Kelly MP, Daniels AH, Gum JL, Soroceanu A, Hamilton DK, Gupta MC, Burton DC, Hostin RA, Kebaish KM, Hart RA, Schwab FJ, Bess S, Ames CP. Operative Treatment of Severe Scoliosis in Symptomatic Adults: Multicenter Assessment of Outcomes and Complications With Minimum 2-Year Follow-up. Neurosurgery 2021; 89:1012-1026. [PMID: 34662889 DOI: 10.1093/neuros/nyab352] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 07/16/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Few reports focus on adults with severe scoliosis. OBJECTIVE To report surgical outcomes and complications for adults with severe scoliosis. METHODS A multicenter, retrospective review was performed on operatively treated adults with severe scoliosis (minimum coronal Cobb: thoracic [TH] ≥ 75°, thoracolumbar [TL] ≥ 50°, lumbar [L] ≥ 50°). RESULTS Of 178 consecutive patients, 146 (82%; TH = 8, TL = 88, L = 50) achieved minimum 2-yr follow-up (mean age = 53.9 ± 13.2 yr, 92% women). Operative details included posterior-only (58%), 3-column osteotomy (14%), iliac fixation (72%), and mean posterior fusion = 13.2 ± 3.7 levels. Global coronal alignment (3.8 to 2.8 cm, P = .001) and maximum coronal Cobb improved significantly (P ≤.020): TH (84º to 57º; correction = 32%), TL (67º to 35º; correction = 48%), L (61º to 29º; correction = 53%). Sagittal alignment improved significantly (P < .001), most notably for L: C7-sagittal vertical axis 6.7 to 2.5 cm, pelvic incidence-lumbar lordosis mismatch 18º to 3º. Health-related quality-of-life (HRQL) improved significantly (P < .001), most notably for L: Oswestry Disability Index (44.4 ± 20.5 to 26.1 ± 18.3), Short Form-36 Physical Component Summary (30.2 ± 10.8 to 39.9 ± 9.8), and Scoliosis Research Society-22r Total (2.9 ± 0.7 to 3.8 ± 0.7). Minimal clinically important difference and substantial clinical benefit thresholds were achieved in 36% to 75% and 29% to 51%, respectively. Ninety-four (64%) patients had ≥1 complication (total = 191, 92 minor/99 major, most common = rod fracture [13.0%]). Fifty-seven reoperations were performed in 37 (25.3%) patients, with most common indications deep wound infection (11) and rod fracture (10). CONCLUSION Although results demonstrated high rates of complications, operative treatment of adults with severe scoliosis was associated with significant improvements in mean HRQL outcome measures for the study cohort at minimum 2-yr follow-up.
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Affiliation(s)
- Thomas J Buell
- Department of Neurological Surgery, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Justin S Smith
- Department of Neurological Surgery, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Christopher I Shaffrey
- Department of Neurological Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Han Jo Kim
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York City, New York, USA
| | - Eric O Klineberg
- Department of Orthopaedic Surgery, University of California, Davis, California, USA
| | - Virginie Lafage
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York City, New York, USA
| | - Renaud Lafage
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York City, New York, USA
| | | | - Peter G Passias
- Department of Orthopaedic Surgery, NYU Hospital for Joint Diseases, New York, New York, USA
| | - Gregory M Mundis
- Scripps Clinic and San Diego Center for Spinal Disorders, La Jolla, California, USA
| | - Robert K Eastlack
- Scripps Clinic and San Diego Center for Spinal Disorders, La Jolla, California, USA
| | - Vedat Deviren
- Department of Orthopaedic Surgery, University of California, San Francisco, California, USA
| | - Michael P Kelly
- Department of Orthopaedic Surgery, Washington University, St. Louis, Missouri, USA
| | - Alan H Daniels
- Department of Orthopaedic Surgery, Brown University, Providence, Rhode Island, USA
| | - Jeff L Gum
- Department of Orthopaedic Surgery, Norton Leatherman Spine Center, Louisville, Kentucky, USA
| | - Alex Soroceanu
- Department of Orthopaedic Surgery, University of Calgary, Calgary, AB, Canada
| | - D Kojo Hamilton
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Munish C Gupta
- Department of Orthopaedic Surgery, Washington University, St. Louis, Missouri, USA
| | - Douglas C Burton
- Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Richard A Hostin
- Department of Orthopaedic Surgery, Southwest Scoliosis Institute, Baylor Scott and White Medical Center, Plano, Texas, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Robert A Hart
- Department of Orthopaedic Surgery, Swedish Neuroscience Institute, Seattle, Washington, USA
| | - Frank J Schwab
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York City, New York, USA
| | - Shay Bess
- Denver International Spine Center, Presbyterian/St. Luke's Medical Center and Rocky Mountain Hospital for Children, Denver, Colorado, USA
| | - Christopher P Ames
- Department of Neurological Surgery, University of California, San Francisco, California, USA
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Watanabe K, Ohashi M, Hirano T, Katsumi K, Nirasawa N, Kimura S, Ohya W, Shimoda H, Hasegawa K. Significance of long corrective fusion to the ilium for physical function in patients with adult spinal deformity. J Orthop Sci 2021; 26:962-967. [PMID: 33183939 DOI: 10.1016/j.jos.2020.09.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 09/24/2020] [Accepted: 09/30/2020] [Indexed: 11/24/2022]
Abstract
BACKGROUND We aimed to investigate the impact of long corrective fusion to the ilium on the physical function in elderly patients with adult spinal deformity and its correlation with spinopelvic parameters and health-related quality of life outcomes. METHODS We included 60 female patients who underwent long corrective fusion from T9 or T10 to the pelvis for adult spinal deformities (mean age of 69.8 years, range 55-78 years). The radiographic parameters, health-related quality of life outcomes using the Scoliosis Research Society Outcome Instrument-22 and physical function assessments were reviewed preoperatively and at 1-year postoperatively. RESULTS All spinopelvic parameters, except for thoracolumbar kyphosis, and all domains of the Scoliosis Research Society Outcome Instrument-22 significantly improved at 1-year postoperatively (p < 0.0001). Physical function results, including those for one-leg standing time, timed up-and-go test, and 6-min walk tests, significantly improved at 1-year postoperatively (p < 0.005). Based on forward stepwise multivariate logistic regression, the predicted timed up-and-go test and 6-min walk test outcomes at 1-year postoperatively were as follows: timed up-and-go test, 7.8 + 0.47 × preoperative timed up-and-go test - 0.21 × 1-year postoperative grasping power +0.015 × 1-year postoperative C1 sagittal vertical axis (R2 = 0.6209, p < 0.0001); 6-min walk test, 309.2-9.1 × body mass index + 11.6 × 1-year postoperative grasping power + 3.3 × 1-year postoperative thoracolumbar kyphosis - 0.59 × 1-year postoperative C1 sagittal vertical axis (R2 = 0.4409, p < 0.0001). CONCLUSIONS Corrective long fusion surgery for adult spinal deformity in normalizing sagittal alignment improves trunk balance and gait performance. Postoperative physical function depends on the preoperative physical performance status and skeletal muscle status; thus, preoperative interventions for improved physical function are recommended.
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Affiliation(s)
- Kei Watanabe
- Division of Orthopedic Surgery, Department of Regenerative and Transplant Medicine, Niigata University Graduate School of Medical and Dental Sciences, Japan.
| | - Masayuki Ohashi
- Division of Orthopedic Surgery, Department of Regenerative and Transplant Medicine, Niigata University Graduate School of Medical and Dental Sciences, Japan
| | - Toru Hirano
- Division of Orthopedic Surgery, Department of Regenerative and Transplant Medicine, Niigata University Graduate School of Medical and Dental Sciences, Japan
| | - Keiichi Katsumi
- Department of Orthopedic Surgery, Spine Center, Niigata Central Hospital, Japan
| | - Norifumi Nirasawa
- Rehabilitation Center, Niigata University Medical and Dental Hospital, Japan
| | - Shinji Kimura
- Rehabilitation Center, Niigata University Medical and Dental Hospital, Japan
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Joshi RS, Lau D, Ames CP. Artificial intelligence for adult spinal deformity: current state and future directions. Spine J 2021; 21:1626-1634. [PMID: 33971322 DOI: 10.1016/j.spinee.2021.04.019] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 04/07/2021] [Accepted: 04/27/2021] [Indexed: 02/03/2023]
Abstract
As we experience a technological revolution unlike any other time in history, spinal surgery as a discipline is poised to undergo a dramatic transformation. As enormous amounts of data become digitized and more readily available, medical professionals approach a critical juncture with respect to how advanced computational techniques may be incorporated into clinical practices. Within neurosurgery, spinal disorders in particular, represent a complex and heterogeneous disease entity that can vary dramatically in its clinical presentation and how it may impact patients' lives. The spectrum of pathologies is extremely diverse, including many different etiologies such as trauma, oncology, spinal deformity, infection, inflammatory conditions, and degenerative disease among others. The decision to perform spine surgery, especially complex spine surgery, involves several nuances due to the interplay of biomechanical forces, bony composition, neurologic deficits, and the patient's desired goals. Adult spinal deformity as an example is one of the most complex, given its involvement of not only the spine, but rather the entirety of the skeleton in order to appreciate radiographic completeness. With the vast array of variables contributing to spinal disorders, treatment algorithms can vary significantly, and it is very difficult for surgeons to predict how patients will respond to surgery. As such, it will become imperative for spine surgeons to utilize the burgeoning availability of advanced computational tools to process unprecedented amounts of data and provide novel insights into spinal disease. These tools range from predictive models built using machine learning algorithms, to deep learning methods for imaging analysis, to natural language processing that can mine text from electronic medical records or transcribed patient visits - all to better treat the intricacies of spinal disorders. The adoption of such techniques will empower patients and propel spine surgeons into the era of personalized medicine, by allowing clinical plans to be tailored to address individual patients' needs. This paper, which exists in the context of a larger body of literatutre, provides a comprehensive review of the current state and future of artificial intelligence and machine learning with a particular emphasis on Adult spinal deformity surgery.
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Affiliation(s)
- Rushikesh S Joshi
- Department of Neurological Surgery, University of California San Diego, La Jolla, CA, USA.
| | - Darryl Lau
- Department of Neurosurgery, New York University, New York, NY, USA
| | - Christopher P Ames
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
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Ochtman AEA, Kruyt MC, Jacobs WCH, Kersten RFMR, le Huec JC, Öner FC, van Gaalen SM. Surgical Restoration of Sagittal Alignment of the Spine: Correlation with Improved Patient-Reported Outcomes: A Systematic Review and Meta-Analysis. JBJS Rev 2021; 8:e1900100. [PMID: 32796194 DOI: 10.2106/jbjs.rvw.19.00100] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
BACKGROUND The sagittal-plane curvatures of the human spine are the consequence of evolution from quadrupedalism to bipedalism and are needed to maintain the center of mass of the body within the base of support in the bipedal position. Lumbar degenerative disorders can lead to a decrease in lumbar lordosis and thereby affect overall alignment of the spine. However, there is not yet enough direct evidence that surgical restoration of spinal malalignment would lead to a better clinical outcome. Therefore, the aim of this study was to assess the correlation between patient-reported outcomes and actual obtained spinal sagittal alignment in adult patients with lumbar degenerative disorders who underwent surgical treatment. METHODS A comprehensive literature search was conducted through databases (PubMed, Cochrane, Web of Science, and Embase). The last search was in November 2018. Risk of bias was assessed with the Newcastle-Ottawa quality assessment scale. A meta-regression analysis was performed. RESULTS Of 2,024 unique articles in the original search, 34 articles with 973 patients were included. All studies were either retrospective or prospective cohort studies; no randomized controlled trials were available. A total of 54 relations between preoperative-to-postoperative improvement in patient-reported outcome measures (PROMs) and radiographic spinopelvic parameters were found, of which 20 were eligible for meta-regression analysis. Of these, 2 correlations were significant: pelvic tilt (PT) versus Oswestry Disability Index (ODI) (p = 0.009) and PT versus visual analog scale (VAS) pain (p = 0.008). CONCLUSIONS On the basis of the current literature, lower PT was significantly correlated with improved ODI and VAS pain in patients with sagittal malalignment caused by lumbar degenerative disorders that were treated with surgical correction of the sagittal balance. LEVEL OF EVIDENCE Therapeutic Level IV. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- A E A Ochtman
- Department of Orthopedics, Clinical Orthopedic Research Center midden-Nederland (CORC-mN), Utrecht, the Netherlands
| | - M C Kruyt
- Department of Orthopedics, University Medical Center Utrecht, Utrecht, the Netherlands
| | - W C H Jacobs
- The Health Scientist, The Hague, the Netherlands
| | - R F M R Kersten
- Department of Orthopedics, Clinical Orthopedic Research Center midden-Nederland (CORC-mN), Utrecht, the Netherlands
| | - J C le Huec
- Orthospine Unit, Polyclinique Bordeaux Nord Aquitaine, Bordeaux, France
| | - F C Öner
- Department of Orthopedics, University Medical Center Utrecht, Utrecht, the Netherlands
| | - S M van Gaalen
- Acibadem International Medical Center, Amsterdam, the Netherlands
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Kitchen elbow sign predicts surgical outcomes in adults with spinal deformity: a retrospective cohort study. Sci Rep 2021; 11:12859. [PMID: 34145338 PMCID: PMC8213796 DOI: 10.1038/s41598-021-92520-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 06/11/2021] [Indexed: 11/09/2022] Open
Abstract
Kitchen elbow sign (KE-Sign) is a skin abnormality on the extensor side of the elbow and forearm that is often observed in patients with adult spinal deformity (ASD). The significance of KE-Sign in surgical cases was investigated. Overall, 114 patients with ASD treated with long spinal fusion were reviewed and divided into KE-Sign positive and negative groups. The preoperative and 1-year follow-up evaluations included radiographic parameters [C7 sagittal vertical axis (SVA), pelvic incidence (PI) and lumbar lordosis (LL)], the Oswestry Disability Index (ODI), visual analogue scales (VASs) for low back pain, leg pain, and satisfaction, and Short Form 36 questionnaire (SF-36). Multi-regression analysis was performed to identify patient satisfaction predictors and improvement in the ODI as dependent variables and preoperative background factors as independent variables. Preoperative characteristics showed no significant difference between both groups. Improvement in the ODI and VAS for satisfaction were significantly superior in the KE-Sign positive group. In multiple regression analysis, KE-Sign and preoperative ODI were significantly associated with improvement in the ODI; age, KE-Sign, preoperative low back pain VAS, and leg pain VAS were significantly associated with satisfaction. KE-Sign can be a predictor of better surgical outcomes in ASD patients.
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Scheer JK, Lenke LG, Smith JS, Lau D, Passias PG, Kim HJ, Bess S, Protopsaltis TS, Burton DC, Klineberg EO, Lafage V, Schwab F, Shaffrey CI, Ames CP. Outcomes of Surgical Treatment for One Hundred Thirty-Eight Patients With Severe Sagittal Deformity at a Minimum 2-Year Follow-up: A Case Series. Oper Neurosurg (Hagerstown) 2021; 21:94-103. [PMID: 34114020 DOI: 10.1093/ons/opab153] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 03/15/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Operative treatment of adult spinal deformity (ASD) can be very challenging with high complication rates. It is well established that patients benefit from such treatment; however, the surgical outcomes for patients with severe sagittal deformity have not been reported. OBJECTIVE To report the outcomes of patients undergoing surgical correction for severe sagittal deformity. METHODS Retrospective review of a prospective, multicenter ASD database. Inclusion criteria: operative patients age ≥18, sagittal vertical axis (SVA) ≥15 cm, mismatch between pelvic incidence and lumbar lordosis (PI-LL) ≥30°, and/or lumbar kyphosis ≥5° with minimum 2 yr follow-up. Health-related quality of life (HRQOL) scores including minimal clinically important difference (MCID)/substantial clinical benefit (SCB), sagittal and coronal radiographic values, demographic, frailty, surgical, and complication data were collected. Comparisons between 2 yr postoperative and baseline HRQOL/radiographic data were made. P < .05 was significant. RESULTS A total of 138 patients were included from 502 operative patients (54.3% Female, Average (Avg) age 63.3 ± 11.5 yr). Avg operating room (OR) time 386.2 ± 136.5 min, estimated blood loss (EBL) 1829.8 ± 1474.6 cc. A total of 71(51.4%) had prior fusion. A total of 89.9% were posterior fusion only. Mean posterior levels fused 11.5 ± 4.1. A total of 44.9% had a 3-column osteotomy. All 2 yr postoperative radiographic parameters were significantly improved compared to baseline (P < .001 for all). All 2yr HRQOL measures were significantly improved compared to baseline (P < .004 for all). A total of 46.6% to 73.8% of patients met either MCID/SCB for all HRQOL. A total of 74.6% of patients had at least 1 complication, 11.6% had 4 or more complications, 33.3% had minimum 1 major complication, and 42(30.4%) had a postop revision. CONCLUSION Patients with severe sagittal malalignment benefit from surgical correction at 2 yr postoperative both radiographically and clinically despite having a high complication rate.
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Affiliation(s)
- Justin K Scheer
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - Lawrence G Lenke
- The Och Spine Hospital at New York-Presbyterian, Columbia University Department of Orthopaedic Surgery, New York, New York, USA
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Darryl Lau
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - Peter G Passias
- Department of Orthopaedic Surgery, NYU Hospital for Joint Diseases, New York, New York, USA
| | - Han Jo Kim
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York City, New York, USA
| | - Shay Bess
- Presbyterian St. Lukes Medical Center, Denver, Colorado, USA
| | | | - Douglas C Burton
- Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Eric O Klineberg
- Department of Orthopaedic Surgery, University of California, Davis, Davis, California, USA
| | - Virginie Lafage
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York City, New York, USA
| | - Frank Schwab
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York City, New York, USA
| | | | - Christopher P Ames
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
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Optimal Correction of Adult Spinal Deformities Requires Restoration of Distal Lumbar Lordosis. Adv Orthop 2021; 2021:5572181. [PMID: 34040810 PMCID: PMC8121594 DOI: 10.1155/2021/5572181] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 04/20/2021] [Accepted: 05/01/2021] [Indexed: 11/18/2022] Open
Abstract
PURPOSE The aim of this study is to analyze results according to postoperative pelvic incidence-lumbar lordosis (PI-LL) mismatch in the management of adult spine deformity (ASD) patients. Recently, it has been reported that in addition to lumbar lordosis amount, lordosis repartition between its proximal and distal parts was crucial. METHODS We enrolled 77 consecutive ASD patients who underwent posterior spinal fusion and deformity correction between 2015 and 2018. On preoperative and 1-year follow-up radiographs, we analyzed different parameters such as L1-S1 lumbar lordosis, L1-L4 proximal lordosis (PLL), L4-S1 distal lordosis (DLL), pelvic tilt (PT), sagittal vertical axis (SVA), and PI-LL mismatch. Comparisons were performed according to postoperative PI-LL mismatch (defined as "aligned" when PI-LL was <10°). The relationship between lordosis distribution and postoperative alignment status was investigated. RESULTS On the whole series, average lumbar lordosis, SVA, and PI-LL improved (28.2° vs.43.5°, 82 vs. 51 mm, and 26°vs. 14°, all p < 0.001, respectively). On the other hand, PT remained unchanged (30° vs. 28°, p > 0.05). 35 patients were classified as "aligned" and 42 as "not aligned." Patients from the "aligned" group had a significantly lower PI than patients from the "not aligned" group (52° vs. 61°, p=0.009). Postoperative PLL was not different between groups (18° vs. 16° p > 0.05), whereas DLL was significantly higher in the "aligned" group (31° vs. 22°, p=0.003). PI-LL was significantly correlated to DLL (rho = 0.407, p < 0.001) but not with PLL (rho = 0.110, p=0.342). CONCLUSIONS Our results revealed that in ASD patients, postoperative malalignment was associated with a lack of DLL restoration. "Not aligned" patients had also a significantly higher pelvic incidence. Specific attention must be paid to restore optimal distal lumbar lordosis in order to set the amount and the distribution of optimal postoperative lumbar lordosis.
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Lee NJ, Cerpa M, Leung E, Sardar ZM, Lehman RA, Lenke LG. Do readmissions and reoperations adversely affect patient-reported outcomes following complex adult spinal deformity surgery at a minimum 2 years postoperative? Spine Deform 2021; 9:789-801. [PMID: 33860916 DOI: 10.1007/s43390-020-00235-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 10/19/2020] [Indexed: 10/21/2022]
Abstract
BACKGROUND Unplanned readmissions and reoperations are known to be associated with undesirable costs and potentially inferior outcomes in complex adult spinal deformity (ASD) surgery. A paucity of literature exists on the impact of readmissions/reoperations on patient-reported outcomes (PRO) in this population. METHODS Consecutively treated adult patients who underwent complex ASD surgery at a single institution from 2015-2018 and minimum 2-year follow-up were studied. Demographics/comorbidities, operative factors, inpatient complications, and postoperative clinical and patient-reported outcomes (SRS-22r, ODI) were assessed for those with and without readmission/reoperation. RESULTS 175 patients (72% female, mean age 52.6 ± 16.4) were included. Mean total instrumented/fused levels was 13.3 ± 4.1, range 6-25. The readmission and reoperation rates were 16.6% and 12%, respectively. The two most common causes of reoperation were pseudarthrosis (5.1%) and PJK (4.0%). Predictors for readmission within 2 years following surgery included pulmonary, cardiac, depression and gastrointestinal comorbidities, along with performance of a VCR, and TLIF. At 2 years postoperatively, those who required a readmission/reoperation had significant increases in SRS and reductions in ODI compared to 1-year and preoperative values. Inpatient complications did not negatively impact 2-year PRO's. The 2-year MCID in PROs was not significantly different between those with and without readmission/reoperation. CONCLUSION Complex ASD surgery carries risk, but the vast majority can achieve MCID (SRS-86.4%, ODI-68.2%) in PROs by 2 years. Importantly, even those with inpatient complications and those who required unplanned readmission/reoperation can improve PROs by 2-year follow-up compared to preoperative baseline and 1-year follow-up and achieve similar improvements compared to those who did not require a readmission. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Nathan J Lee
- Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, 161 Fort Washington Avenue, New York, NY, 10032, USA
| | - Meghan Cerpa
- Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, 161 Fort Washington Avenue, New York, NY, 10032, USA.
| | - Eric Leung
- Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, 161 Fort Washington Avenue, New York, NY, 10032, USA
| | - Zeeshan M Sardar
- Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, 161 Fort Washington Avenue, New York, NY, 10032, USA
| | - Ronald A Lehman
- Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, 161 Fort Washington Avenue, New York, NY, 10032, USA
| | - Lawrence G Lenke
- Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, 161 Fort Washington Avenue, New York, NY, 10032, USA
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38
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Lee CS, Park JS, Nam Y, Choi YT, Park SJ. Long-term benefits of appropriately corrected sagittal alignment in reconstructive surgery for adult spinal deformity: evaluation of clinical outcomes and mechanical failures. J Neurosurg Spine 2021; 34:390-398. [PMID: 33338999 DOI: 10.3171/2020.7.spine201108] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 07/21/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE It has been well documented that optimal sagittal alignment is highly correlated with good clinical outcomes in adult spinal deformity (ASD) surgery. However, it remains to be determined whether the clinical benefit of appropriately corrected sagittal alignment can be maintained in the long term. Therefore, the aim of this study was to investigate whether appropriately corrected sagittal alignment continues to offer benefits over time with regard to clinical outcomes and mechanical failure. METHODS Patients older than 50 years who underwent ≥ 4-level fusion for ASD and were followed up for ≥ 5 years were included in this study. Appropriateness of sagittal alignment correction was defined as pelvic incidence minus lumbar lordosis ≤ 10°, pelvic tilt ≤ 25°, and sagittal vertical axis ≤ 50 mm. Two groups were created based on this appropriateness: group A (appropriate) and group IA (inappropriate). Clinical outcomes were evaluated using the visual analog scale (VAS), Oswestry Disability Index (ODI), and Scoliosis Research Society Outcomes Questionnaire-22 (SRS-22). The development of mechanical failures, such as rod fracture and proximal junctional kyphosis (PJK), was compared between the two groups. RESULTS The study included 90 patients with a follow-up duration of 90.3 months. There were 30 patients in group A and 60 patients in group IA. The clinical outcomes at 2 years were significantly better in group A than in group IA in terms of the VAS scores, ODI scores, and all domains of SRS-22. At the final follow-up visit, back VAS and ODI scores were still lower in group A than they were in group IA, but the VAS score for leg pain did not differ between the groups. The SRS-22 score at the final follow-up showed that only the pain and self-image/appearance domains and the total sum were significantly higher in group A than in group IA. The incidence of rod fracture and PJK did not differ between the two groups. The rate of revision surgery for rod fracture or PJK was also similar between the two groups. CONCLUSIONS The clinical benefits from appropriate correction of sagittal alignment continued for a mean of 90.3 months. However, the intergroup difference in clinical outcomes between groups A and IA decreased over time. The development of rod fracture or PJK was not affected by the appropriateness of sagittal alignment.
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Gutierrez-Gomez S, Wahl L, Blecher R, Olewnik Ł, Iwanaga J, Maulucci CM, Dumont AS, Tubbs RS. Sacral fractures: An updated and comprehensive review. Injury 2021; 52:366-375. [PMID: 33187674 DOI: 10.1016/j.injury.2020.11.015] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 11/02/2020] [Accepted: 11/05/2020] [Indexed: 02/02/2023]
Abstract
Sacral fractures are often underdiagnosed but are relatively frequent in the setting of pelvic ring injury. Causes include traumatic insults and osteoporosis. Sacral fractures have become more frequent owing to the growth of the elderly population worldwide as osteoporosis is an age-related disease. Misdiagnosed and neglected sacral fractures can result in chronic back pain, spine deformity, and instability. Unfortunately, the wide range of classification systems hinders adequate communication among clinicians. Therefore, a complete understanding of the pathology, and communication within the interdisciplinary team, are necessary to ensure adequate treatment and satisfactory clinical outcomes. The aim of this manuscript is to present the current knowledge available regarding classification systems, clinical assessment, decision-making factors, and current treatment options.
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Affiliation(s)
- Santiago Gutierrez-Gomez
- Pontificia Universidad Javeriana, Bogotá, Colombia; Center for Research and Training in Neurosurgery - CIEN; Samaritan University Hospital, Neurosurgery, Bogotá, Colombia
| | - Lauren Wahl
- Department of Cell and Developmental Biology, University of Colorado, Boulder, CO, USA
| | - Ronen Blecher
- Swedish Neuroscience Institute, Swedish Medical Center, Seattle, WA, USA
| | - Łukasz Olewnik
- Department of Normal and Clinical Anatomy, Medical University of Lodz, Poland
| | - Joe Iwanaga
- Department of Neurosurgery, Tulane Center for Clinical Neurosciences, Tulane University School of Medicine, New Orleans, LA, USA; Division of Gross and Clinical Anatomy, Department of Anatomy, Kurume University School of Medicine, Kurume, Fukuoka, Japan.
| | - Christopher M Maulucci
- Department of Neurosurgery, Tulane Center for Clinical Neurosciences, Tulane University School of Medicine, New Orleans, LA, USA
| | - Aaron S Dumont
- Department of Neurosurgery, Tulane Center for Clinical Neurosciences, Tulane University School of Medicine, New Orleans, LA, USA
| | - R Shane Tubbs
- Department of Neurosurgery, Tulane Center for Clinical Neurosciences, Tulane University School of Medicine, New Orleans, LA, USA; Department of Anatomical Sciences, St. George's University, St. George's, Grenada; Department of Structural & Cellular Biology, Tulane University School of Medicine, New Orleans, LA, USA
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Takahashi Y, Watanabe K, Okamoto M, Hatsushikano S, Hasegawa K, Endo N. Sacral incidence to pubis: a novel and alternative morphologic radiological parameter to pelvic incidence in assessing spinopelvic sagittal alignment. BMC Musculoskelet Disord 2021; 22:214. [PMID: 33622319 PMCID: PMC7903762 DOI: 10.1186/s12891-021-04093-z] [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] [Received: 03/26/2020] [Accepted: 02/17/2021] [Indexed: 11/21/2022] Open
Abstract
Background Although pelvic incidence (PI) is a key morphologic parameter in assessing spinopelvic sagittal alignment, accurate measurements of PI become difficult in patients with severe hip dislocation or femoral head deformities. This study aimed to investigate the reliability of our novel morphologic parameters and the correlations with established sagittal spinopelvic parameters. Methods One hundred healthy volunteers (25 male and 75 female), with an average age of 38.9 years, were analysed. Whole-body alignment in the standing position was measured using a slot-scanning X-ray imager. We measured the established spinopelvic sagittal parameters and a novel parameter: the sacral incidence to pubis (SIP). The correlation coefficient of each parameter, regression equation of PI using SIP, and regression equation of lumbar lordosis (LL) using PI or SIP were obtained. The intraclass correlation coefficient (ICC) was calculated as an evaluation of the measurement reliability. Results Reliability analysis showed high intra- and inter-rater agreements in all the spinopelvic parameters, with ICCs > 0.9. The SIP and pelvic inclination angle (PIA) demonstrated strong correlation with PI (R = 0.96) and pelvic tilt (PT) (R = 0.92). PI could be predicted according to the regression equation: PI = − 9.92 + 0.905 * SIP (R = 0.9596, p < 0.0001). The ideal LL could be predicted using the following equation using PI and age: ideal LL = 32.33 + 0.623 * PI – 0.280 * age (R = 0.6033, p < 0.001) and using SIP and age: ideal LL = 24.29 + 0.609 * SIP – 0.309 * age (R = 0.6177, p < 0.001). Conclusions Both SIP and PIA were reliable parameters for determining the morphology and orientation of the pelvis, respectively. Ideal LL was accurately predicted using the SIP with equal accuracy as the PI. Our findings will assist clinicians in the assessment of spinopelvic sagittal alignment. Trial registration This study was retrospectively registered with the UMIN Clinical Trials Registry (UMIN000042979; January 13, 2021).
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Affiliation(s)
- Yasuhito Takahashi
- Department of Orthopedic Surgery, Niigata Rosai Hospital, 1-7-12 Touncho, Joetsu City, 942-8502, Japan. .,Department of Orthopedic Surgery, Niigata University Medical and Dental General Hospital, 1-757 Asahimachidori, Niigata City, 951-8510, Japan.
| | - Kei Watanabe
- Department of Orthopedic Surgery, Niigata University Medical and Dental General Hospital, 1-757 Asahimachidori, Niigata City, 951-8510, Japan
| | - Masashi Okamoto
- Niigata Spine Surgery Center, 2-5-22 Nishi-machi, Niigata City, 950-0165, Japan
| | - Shun Hatsushikano
- Niigata Spine Surgery Center, 2-5-22 Nishi-machi, Niigata City, 950-0165, Japan
| | - Kazuhiro Hasegawa
- Niigata Spine Surgery Center, 2-5-22 Nishi-machi, Niigata City, 950-0165, Japan
| | - Naoto Endo
- Department of Orthopedic Surgery, Niigata University Medical and Dental General Hospital, 1-757 Asahimachidori, Niigata City, 951-8510, Japan
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Dinizo M, Dolgalev I, Passias PG, Errico TJ, Raman T. Complications After Adult Spinal Deformity Surgeries: All Are Not Created Equal. Int J Spine Surg 2021; 15:137-143. [PMID: 33900967 DOI: 10.14444/8018] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Data on timing of complications are important for accurate quality assessments. We sought to better define pre- and postdischarge complications occurring within 90 days of adult spinal deformity (ASD) surgery and quantify the effect of multiple complications on recovery. METHODS We performed a review of 1040 patients who underwent ASD surgery (age: 46 ± 23; body mass index: 25 ± 7, American Society of Anesthesiologists [ASA] score: 2.5 ± 0.6, levels: 10 ± 4, revision: 9%, 3-column osteotomy: 13%). We assessed pre- and postdischarge complications and risk factors for isolated versus multiple complications, as well as the impact of multiple complications. RESULTS The 90-day complication rate was 17.7%. 85 patients (8.2%) developed a predischarge complication, most commonly ileus (12%), and pulmonary embolism (PE; 7.1%). The most common causes of predischarge unplanned reoperation were neurologic injury (12.9%) and surgical site drainage (8.2%). Predictors of a predischarge complication included smoking (odds ratio [OR]: 2.2, P = .02), higher ASA (OR: 1.8, P = .008), hypertension (HTN; OR: 2.0, P = .004), and iliac fixation (OR: 4.3, P < .001). Ninety-nine patients (9.5%) developed a postdischarge complication, most commonly infection (34%), instrumentation failure (13.4%), and proximal junctional failure (10.4%). Predictors of postdischarge complications included chronic obstructive pulmonary disease (OR: 3.6, P < .0001), congestive heart failure (OR: 4.4, P = .016), HTN (OR: 2.3, P < .0001), and multiple rod construct (OR: 1.8, P = .02). Patients who developed multiple complications (9.3%) had a longer length of stay, and increased risk for readmission and unplanned reoperation. CONCLUSIONS Knowledge regarding timing of postoperative complications in relation to discharge may better inform quality improvement measures. PE and implant-related complications play a prominent role in perioperative complications and need for readmission, with several modifiable risk factors identified. LEVEL OF EVIDENCE Level 3. CLINICAL RELEVANCE Advances in surgical techniques and instrumentation have improved postoperative radiographic and clinical outcomes after ASD surgery. The rate of complications after complex ASD surgery remains high, both at early postoperative and long term follow-up. This study reviews complications within 90 days of surgery, with an assessment of patient and surgical risk factors. We found that modifiable risk factors for early complications after ASD surgery include COPD, and current smoking. The data presented in this study also provide surgeons with knowledge of the most common complications encountered after ASD surgery, to aid in preoperative patient discussion.
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Affiliation(s)
- Michael Dinizo
- Department of Orthopaedic Surgery, NYU Langone Orthopedic Hospital, New York, New York
| | - Igor Dolgalev
- Department of Orthopaedic Surgery, NYU Langone Orthopedic Hospital, New York, New York
| | - Peter G Passias
- Department of Orthopaedic Surgery, NYU Langone Orthopedic Hospital, New York, New York
| | | | - Tina Raman
- Department of Orthopaedic Surgery, NYU Langone Orthopedic Hospital, New York, New York
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Preoperative patient-reported outcome score thresholds predict the likelihood of reaching MCID with surgical correction of adult spinal deformity. Spine Deform 2021; 9:207-219. [PMID: 32779122 DOI: 10.1007/s43390-020-00171-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 07/20/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND CONTEXT Preoperative (pre-op) identification of patients likely to achieve a clinically meaningful improvement following surgery for adult spinal deformity (ASD) is critical, especially given the substantial cost and comorbidity associated with surgery. Even though pain is a known indication for surgical ASD correction, we are not aware of established thresholds for baseline pain and function to guide which patients have a higher likelihood of improvement with corrective surgery. PURPOSE We aimed to establish pre-op patient-reported outcome measure (PROM) thresholds to identify patients likely to improve by at least one minimum clinically important difference (MCID) with surgery for ASD. STUDY DESIGN This is a retrospective cohort study using prospectively collected data. PATIENT SAMPLE We reviewed 172 adult patients' charts who underwent corrective surgery for spinal deformity. OUTCOME MEASURES Included measures were the Visual Analog Scale for pain (VAS), Oswestry Disability Index (ODI), and Scoliosis Research Society-22 (SRS-22). Our primary outcome of interest was improvement by at least one MCID on the ODI and SRS-22 at 2 years after surgery. METHODS As part of usual care, the VAS, ODI, and SRS-22 were collected pre-op and re-administered at 1, 2, and 5 years after surgery. MCIDs were calculated using a distribution-based method. Determining significant predictors of MCID at two years was accomplished by Firth bias corrected logistic regression models. Significance of predictors was determined by Profile Likelihood Chi-square. We performed a Youden analysis to determine thresholds for the strongest pre-op predictors. RESULTS At year two, 118 patients (83%) reached MCID for the SRS and 127 (75%) for the ODI. Lower pre-op SRS overall, lower pre-op SRS pain, and higher pre-op SRS function predicted a higher likelihood of reaching MCID on the overall SRS (p < 0.05). Higher pre-op ODI, lower SRS pain and self-image, and higher SRS overall predicted a higher likelihood of reaching MCID on the ODI (p < 0.05). An ODI threshold of 29 predicted reaching MCID with a sensitivity of 0.89 and a specificity of 0.64 (AUC = 0.7813). An SRS threshold of 3.89 predicted reaching MCID with a sensitivity of 0.93 and specificity of 0.68 (AUC = 0.8024). CONCLUSIONS We identified useful thresholds for ODI and SRS-22 with acceptable predictive ability for improvement with surgery for ASD. Pre-op ODI, SRS, and multiple SRS subscores are predictive of meaningful improvement on the ODI and/or SRS at 2 years following corrective surgery for spinal deformity. These results highlight the usefulness of PROMs in pre-op shared decision-making.
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State-of-the-art reviews predictive modeling in adult spinal deformity: applications of advanced analytics. Spine Deform 2021; 9:1223-1239. [PMID: 34003461 PMCID: PMC8363545 DOI: 10.1007/s43390-021-00360-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 04/20/2021] [Indexed: 10/25/2022]
Abstract
Adult spinal deformity (ASD) is a complex and heterogeneous disease that can severely impact patients' lives. While it is clear that surgical correction can achieve significant improvement of spinopelvic parameters and quality of life measures in adults with spinal deformity, there remains a high risk of complication associated with surgical approaches to adult deformity. Over the past decade, utilization of surgical correction for ASD has increased dramatically as deformity correction techniques have become more refined and widely adopted. Along with this increase in surgical utilization, there has been a massive undertaking by spine surgeons to develop more robust models to predict postoperative outcomes in an effort to mitigate the relatively high complication rates. A large part of this revolution within spine surgery has been the gradual adoption of predictive analytics harnessing artificial intelligence through the use of machine learning algorithms. The development of predictive models to accurately prognosticate patient outcomes following ASD surgery represents a dramatic improvement over prior statistical models which are better suited for finding associations between variables than for their predictive utility. Machine learning models, which offer the ability to make more accurate and reproducible predictions, provide surgeons with a wide array of practical applications from augmenting clinical decision making to more wide-spread public health implications. The inclusion of these advanced computational techniques in spine practices will be paramount for improving the care of patients, by empowering both patients and surgeons to more specifically tailor clinical decisions to address individual health profiles and needs.
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Sagittal imbalance and symptoms of depression in adults: Locomotive Syndrome and Health Outcomes in the Aizu Cohort Study (LOHAS). EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2020; 30:2450-2456. [PMID: 33222004 DOI: 10.1007/s00586-020-06660-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Revised: 09/10/2020] [Accepted: 11/07/2020] [Indexed: 10/22/2022]
Abstract
PURPOSE With spinal deformities, mental health can deteriorate due to sagittal imbalance of the spine. The purpose of this study was to clarify the relationship between sagittal imbalance and symptoms of depression among local residents in the community. METHODS This study used data from the Locomotive Syndrome and Health Outcomes in Aizu Cohort Study (LOHAS) in 2010. The sagittal vertical axis (SVA) was identified as an indicator of sagittal imbalance. Symptoms of depression were assessed using the 5-item version of the Mental Health Inventory. Participants were classified into three categories based on the SVA balance as normal (< 40 mm), moderate imbalance (40-95 mm), and severe imbalance (> 95 mm). To evaluate the relationship between sagittal imbalance of the spine and symptoms of depression, the adjusted risk ratio (RR) and the 95% confidence interval (CI) were calculated using a generalized linear model with Poisson link. RESULTS There were 786 participants included in the statistical analysis. Overall, the mean age was 68.1 y (standard deviation, 8.8 y), and 39.4% were men. The prevalence of symptoms of depression by SVA category was 18.6% for normal, 23.8% for moderate, and 40.6% for severe. On multivariate analysis, the RR of SVA for symptoms of depression compared to the normal category was 1.12 (95% CI 0.7-1.70) for the moderate category and 2.29 (95% CI 1.01-5.17) for the severe category. CONCLUSION In local community residents, sagittal imbalance had a significant association with symptoms of depression.
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Jackson KL, Rumley J, Griffith M, Agochukwu U, DeVine J. Correlating Psychological Comorbidities and Outcomes After Spine Surgery. Global Spine J 2020; 10:929-939. [PMID: 32905726 PMCID: PMC7485071 DOI: 10.1177/2192568219886595] [Citation(s) in RCA: 63] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
STUDY DESIGN Literature review. OBJECTIVE The aim of this literature review is to examine the effects of psychological disorders on postoperative complications, surgical outcomes, and long-term narcotic use. We also hope to detail the value of preoperative identification and treatment of these pathologies. METHODS A series of systematic reviews of the relevant literature examining the effects of psychological disorders and spine surgery was conducted using PubMed and Cochrane databases. RESULTS Combined, the database queries yielded 2275 articles for consideration. After applying screening criteria, 96 articles were selected for inclusion. Patients with underlying psychological disease have higher rates of delirium, readmission, longer hospital stays, and higher rates of nonroutine discharge following spine surgery. They also have higher rates of chronic postoperative narcotic use and may experience worse surgical outcomes. Because of these defined issues, researchers have developed multiple screening tools to help identify patients with psychological disorders preoperatively for potential treatment. Treatment of these disorders prior to surgery may significantly improve surgical outcomes. CONCLUSION Patients with psychological disorders represent a unique population with respect to their higher rates of spinal pain complaints, postoperative complications, and worsened functional outcomes. However, proper identification and treatment of these conditions prior to surgery may significantly improve many outcome measures in this population. Future investigations in this field should attempt to develop and validate current strategies to identify and treat individuals with psychological disorders before surgery to further improve outcomes.
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Affiliation(s)
- Keith L. Jackson
- Dwight David Eisenhower Army Medical Center, Fort Gordon, GA, USA
| | | | - Matthew Griffith
- Dwight David Eisenhower Army Medical Center, Fort Gordon, GA, USA
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Mattei T. The use of image intensifier during scoliosis surgery: Perhaps not medico-legally obligatory; probably still the best practice. NORTH AMERICAN SPINE SOCIETY JOURNAL (NASSJ) 2020; 3:100027. [PMID: 35141595 PMCID: PMC8819950 DOI: 10.1016/j.xnsj.2020.100027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 09/08/2020] [Indexed: 11/30/2022]
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Group-based Trajectory Modeling: A Novel Approach to Classifying Discriminative Functional Status Following Adult Spinal Deformity Surgery: Study of a 3-year Follow-up Group. Spine (Phila Pa 1976) 2020; 45:903-910. [PMID: 32049931 DOI: 10.1097/brs.0000000000003419] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective review of prospectively collected database. OBJECTIVE To delineate and visualize trajectories of the functional status in surgically-treated adult spinal deformity (ASD) patients. SUMMARY OF BACKGROUND DATA Classifying long-term recovery following ASD surgery is not well defined. METHODS One thousand one hundred seventy-one surgically-treated patients with a minimum of 3-year follow-up were included. The group-based trajectory modeling (GBTM) was used to identify distinct trajectories of functional status over time, measured by Oswestry Disability Index (ODI). Patient profiles were then compared according to the observed functional patterns. RESULTS The GBTM identified four distinct functional patterns. The first group (10.0%) started with minimal disability (ODI: 15 ± 10) and ended up almost disability-free (low-low). The fourth group (21.5%) began with high ODI (66 ± 11) and improvement was minimal (high-high). Groups two (40.1%) and three (28.4%) had moderate disability (ODI: 39 ± 11 vs. 49 ± 11, P < 0.001) before surgery. Following surgery, marked improvement was seen in group two (median-low), but deterioration/no change was observed in group three (median-high). The low-low group primarily included adult idiopathic scoliosis, while the high-high group had the oldest and the most severe patients as compared with the rest of the groups. A subgroup analysis was performed between groups two and three with propensity score matching on age, body mass index, baseline physical component score (PCS), and severity of deformity. Notably, the baseline mental status of the median-high group was significantly worse than that of the median-low group, though the differences in demographics, surgery, and deformity no longer existed. CONCLUSIONS Patients with moderate-to-low disability are more likely to obtain better functional postoperative outcomes. Earlier surgical interventions should be considered to prevent progression of deformity, and to optimize favorable outcomes. Greatest improvement appears to occur in moderately disabled patients with good mental health. GBTM permits classification into distinct groups, which can help in surgical decision making and setting expectations regarding recovery. LEVEL OF EVIDENCE 3.
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Beschloss A, Mueller J, Caldwell JME, Ha A, Lombardi JM, Ozturk A, Lehman R, Saifi C. Comparison of medical comorbidities in Medicare patients treated by orthopaedic surgeons and neurosurgeons throughout the USA. Bone Jt Open 2020; 1:257-260. [PMID: 33225298 PMCID: PMC7677728 DOI: 10.1302/2633-1462.16.bjo-2020-0032] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Aims Medical comorbidities are a critical factor in the decision-making process for operative management and risk-stratification. The Hierarchical Condition Categories (HCC) risk adjustment model is a powerful measure of illness severity for patients treated by surgeons. The HCC is utilized by Medicare to predict medical expenditure risk and to reimburse physicians accordingly. HCC weighs comorbidities differently to calculate risk. This study determines the prevalence of medical comorbidities and the average HCC score in Medicare patients being evaluated by neurosurgeons and orthopaedic surgeon, as well as a subset of academic spine surgeons within both specialities, in the USA. Methods The Medicare Provider Utilization and Payment Database, which is based on data from the Centers for Medicare and Medicaid Services' National Claims History Standard Analytic Files, was analyzed for this study. Every surgeon who submitted a valid Medicare Part B non-institutional claim during the 2013 calendar year was included in this study. This database was queried for medical comorbidities and HCC scores of each patient who had, at minimum, a single office visit with a surgeon. This data included 21,204 orthopaedic surgeons and 4,372 neurosurgeons across 54 states/territories in the USA. Results Orthopaedic surgeons evaluated patients with a mean HCC of 1.21, while neurosurgeons evaluated patients with a mean HCC of 1.34 (p < 0.05). The rates of specific comorbidities in patients seen by orthopaedic surgeons/neurosurgeons is as follows: Ischemic heart disease (35%/39%), diabetes (31%/33%), depression (23%/31%), chronic kidney disease (19%/23%), and heart failure (17%/19%). Conclusion Nationally, comorbidity rate and HCC value for these Medicare patients are higher than national averages for the US population, with ischemic heart disease being six-times higher, diabetes two-times higher, depression three- to four-times higher, chronic kidney disease three-times higher, and heart failure nine-times higher among patients evaluated by orthopaedic surgeons and neurosurgeons.Cite this article: Bone Joint Open 2020;1-6:257-260.
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Affiliation(s)
- Alexander Beschloss
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - John Mueller
- Orthopaedic Surgery, Columbia University, New York, New York, USA
| | | | - Alex Ha
- Orthopaedic Surgery, Columbia University, New York, New York, USA
| | | | - Ali Ozturk
- Department of Neurological Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Ronald Lehman
- Orthopaedic Surgery, Columbia University, New York, New York, USA
| | - Comron Saifi
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
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Adult spine deformity surgery-what do we miss? Acta Neurochir (Wien) 2020; 162:1389-1391. [PMID: 32300987 DOI: 10.1007/s00701-020-04321-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 04/02/2020] [Indexed: 10/24/2022]
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Buell TJ, Taylor DG, Chen CJ, Dunn LK, Mullin JP, Mazur MD, Yen CP, Shaffrey ME, Shaffrey CI, Smith JS, Naik BI. Rotational thromboelastometry-guided transfusion during lumbar pedicle subtraction osteotomy for adult spinal deformity: preliminary findings from a matched cohort study. Neurosurg Focus 2020; 46:E17. [PMID: 30933918 DOI: 10.3171/2019.1.focus18572] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Accepted: 01/24/2019] [Indexed: 12/12/2022]
Abstract
OBJECTIVESignificant blood loss and coagulopathy are often encountered during adult spinal deformity (ASD) surgery, and the optimal intraoperative transfusion algorithm is debatable. Rotational thromboelastometry (ROTEM), a functional viscoelastometric method for real-time hemostasis testing, may allow early identification of coagulopathy and improve transfusion practices. The objective of this study was to investigate the effect of ROTEM-guided blood product management on perioperative blood loss and transfusion requirements in ASD patients undergoing correction with pedicle subtraction osteotomy (PSO).METHODSThe authors retrospectively reviewed patients with ASD who underwent single-level lumbar PSO at the University of Virginia Health System. All patients who received ROTEM-guided blood product transfusion between 2015 and 2017 were matched in a 1:1 ratio to a historical cohort treated using conventional laboratory testing (control group). Co-primary outcomes were intraoperative estimated blood loss (EBL) and total blood product transfusion volume. Secondary outcomes were perioperative transfusion requirements and postoperative subfascial drain output.RESULTSThe matched groups (ROTEM and control) comprised 17 patients each. Comparison of matched group baseline characteristics demonstrated differences in female sex and total intraoperative dose of intravenous tranexamic acid (TXA). Although EBL was comparable between ROTEM versus control (3200.00 ± 2106.24 ml vs 3874.12 ± 2224.22 ml, p = 0.36), there was a small to medium effect size (Cohen's d = 0.31) on EBL reduction with ROTEM. The ROTEM group had less total blood product transfusion volume (1624.18 ± 1774.79 ml vs 2810.88 ± 1847.46 ml, p = 0.02), and the effect size was medium to large (Cohen's d = 0.66). This difference was no longer significant after adjusting for TXA (β = -0.18, 95% confidence interval [CI] -1995.78 to 671.64, p = 0.32). More cryoprecipitate and less fresh frozen plasma (FFP) were transfused in the ROTEM group patients (cryoprecipitate units: 1.24 ± 1.20 vs 0.53 ± 1.01, p = 0.03; FFP volume: 119.76 ± 230.82 ml vs 673.06 ± 627.08 ml, p < 0.01), and this remained significant after adjusting for TXA (cryoprecipitate units: β = 0.39, 95% CI 0.05 to 1.73, p = 0.04; FFP volume: β = -0.41, 95% CI -772.55 to -76.30, p = 0.02). Drain output was lower in the ROTEM group and remained significant after adjusting for TXA.CONCLUSIONSFor ASD patients treated using lumbar PSO, more cryoprecipitate and less FFP were transfused in the ROTEM group compared to the control group. These preliminary findings suggest ROTEM-guided therapy may allow early identification of hypofibrinogenemia, and aggressive management of this may reduce blood loss and total blood product transfusion volume. Additional prospective studies of larger cohorts are warranted to identify the appropriate subset of ASD patients who may benefit from intraoperative ROTEM analysis.
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Affiliation(s)
| | | | | | - Lauren K Dunn
- 2Anesthesiology, University of Virginia, Charlottesville, Virginia
| | - Jeffrey P Mullin
- 3Department of Neurosurgery, University of Buffalo, New York; and
| | - Marcus D Mazur
- 4Department of Neurosurgery, University of Utah, Salt Lake City, Utah
| | | | | | | | | | - Bhiken I Naik
- Departments of1Neurosurgery and.,2Anesthesiology, University of Virginia, Charlottesville, Virginia
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