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Zaidat B, Kurapatti M, Gal JS, Cho SK, Kim JS. Explainable Machine Learning Approach to Prediction of Prolonged Intensive Care Unit Stay in Adult Spinal Deformity Patients: Machine Learning Outperforms Logistic Regression. Global Spine J 2025; 15:1992-2003. [PMID: 39169510 PMCID: PMC11571784 DOI: 10.1177/21925682241277771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/23/2024] Open
Abstract
Study DesignRetrospective cohort study.ObjectivesProlonged ICU stay is a driver of higher costs and inferior outcomes in Adult Spinal Deformity (ASD) patients. Machine learning (ML) models have recently been seen as a viable method of predicting pre-operative risk but are often 'black boxes' that do not fully explain the decision-making process. This study aims to demonstrate ML can achieve similar or greater predictive power as traditional statistical methods and follows traditional clinical decision-making processes.MethodsFive ML models (Decision Tree, Random Forest, Support Vector Classifier, GradBoost, and a CNN) were trained on data collected from a large urban academic center to predict whether prolonged ICU stay would be required post-operatively. 535 patients who underwent posterior fusion or combined fusion for treatment of ASD were included in each model with a 70-20-10 train-test-validation split. Further analysis was performed using Shapley Additive Explanation (SHAP) values to provide insight into each model's decision-making process.ResultsThe model's Area Under the Receiver Operating Curve (AUROC) ranged from 0.67 to 0.83. The Random Forest model achieved the highest score. The model considered length of surgery, complications, and estimated blood loss to be the greatest predictors of prolonged ICU stay based on SHAP values.ConclusionsWe developed a ML model that was able to predict whether prolonged ICU stay was required in ASD patients. Further SHAP analysis demonstrated our model aligned with traditional clinical thinking. Thus, ML models have strong potential to assist with risk stratification and more effective and cost-efficient care.
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Affiliation(s)
- Bashar Zaidat
- Department of Orthopaedics, The Mount Sinai Hospital, New York, NY, USA
| | - Mark Kurapatti
- Department of Orthopaedics, The Mount Sinai Hospital, New York, NY, USA
| | - Jonathan S. Gal
- Department of Orthopaedics, The Mount Sinai Hospital, New York, NY, USA
| | - Samuel K. Cho
- Department of Orthopaedics, The Mount Sinai Hospital, New York, NY, USA
| | - Jun S. Kim
- Department of Orthopaedics, The Mount Sinai Hospital, New York, NY, USA
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Sheehan C, Mohamed A, Schwab F, Burton D, Okonkwo D, Eastlack R, Kim HJ, Klineberg E, Hamilton K, Bess S, Lafage R, Lafage V. What if You Could Treat the Same Patient Again, Would You do the Exact Same Spine Surgery? A Multi-Surgeon Survey of Their Own Revisions. Global Spine J 2025; 15:2109-2117. [PMID: 39293466 PMCID: PMC11559837 DOI: 10.1177/21925682241286445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/20/2024] Open
Abstract
Study DesignCase-based survey.ObjectivesThis study aims to investigate what a group of surgeons learned from their own revisions, and what they would do differently today.MethodsA multi-center database of ASD surgical patients was queried to identify those with at least 2 surgical procedures performed by the same surgeon between 2009 and 2019. A clinical vignette was created for each case including demographics, a timeline of events, radiographs/measurements, patient-reported outcomes, complications, and surgical strategies used for the index and revision surgeries. The operative surgeon was then asked to fill out a five-question survey aimed at determining factors that contribute to operative decision-making and planning.Results86 patients were operated on by 6 participating surgeons for both index and revision ASD surgery. The revised patients had similar follow-up compared to the non-revised group (P = 0.73), with the most common complications indicating a need for revision surgery being proximal junctional failure (42%) and pseudoarthrosis (28%). Surgeons reported that they would not change their surgical strategy in 52.3% of the cases. The leading cause for revision was hardware/instrumentation issues (24.4%). Learning points included rod-related choice (23.3%), level selection (19.8), PJF prophylactic strategy (15.1%), and sagittal alignment objective (11.6%).ConclusionsSurgeons saw opportunity in nearly half of the cases to improve outcomes by changing something in the original surgery. While 40% of the failures remained unexplained from the surgeons' perspective, this study highlights the capacity for adopting changes in adult spinal deformity surgery and illuminates the reasoning behind certain surgical decisions.
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Affiliation(s)
- Connor Sheehan
- Lewis Katz School of Medicine, Temple University, Philadelphia, PA, USA
| | - Ayman Mohamed
- Department of Orthopedic Surgery, Lenox Hill Hospital, Northwell Health, New York, NY, USA
| | - Frank Schwab
- Department of Orthopedic Surgery, Lenox Hill Hospital, Northwell Health, New York, NY, USA
| | - Douglas Burton
- Department of Orthopedic Surgery, University of Kansas Medical Center, Kansas City, KS, USA
| | - David Okonkwo
- Department of Neurological Surgery, University of PittsburghMedical Center, Pittsburgh, PA, USA
| | | | - Han J. Kim
- Department of Spine Surgery, Hospital for Special Surgery, New York, NY, USA
| | - Eric Klineberg
- Department of Orthopedic surgery, University of Texas Health, Houston, TX, USA
| | - KoJo Hamilton
- Department of Neurological Surgery, University of PittsburghMedical Center, Pittsburgh, PA, USA
| | - Shay Bess
- Department of Orthopedic Surgery, Denver International Spine Center/Presbyterian St. Luke’s Medical Center, Denver, CO, USA
| | - Renaud Lafage
- Department of Orthopedic Surgery, Lenox Hill Hospital, Northwell Health, New York, NY, USA
| | - Virginie Lafage
- Department of Orthopedic Surgery, Lenox Hill Hospital, Northwell Health, New York, NY, USA
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Wei X, Yoshida G, Hasegawa T, Yamato Y, Banno T, Arima H, Oe S, Ide K, Yamada T, Kurosu K, Matsuyama Y. Male patients with adult spinal deformity: sex differences in demographics, radiography, and complications. Spine Deform 2025; 13:903-910. [PMID: 39688791 DOI: 10.1007/s43390-024-01023-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Accepted: 12/04/2024] [Indexed: 12/18/2024]
Abstract
PURPOSE This study aimed to investigate sex-related differences in demographics, radiography, and perioperative complications in adult spinal deformity (ASD) surgeries. METHODS This retrospective cohort, single-center study enrolled patients who underwent long-instrumented fusion from the thoracic spine to the ilium for ASD, with a minimum follow-up of 2 years. The incidence of preoperative comorbidities, perioperative complications, and postoperative mechanical complications was analyzed. RESULTS Of the 323 patients, ASD was more common in females (85.8%). The T-score in female patients was lower than that in male patients (-1.6 ± 1.1 vs.- 0.8 ± 1.0, p = 0.02). Male patients demonstrated lower rates of degenerative kyphoscoliosis (83.4% vs. 65.2%, p = 0.004) but higher rates of neuromuscular disease (7.6% vs. 21.7%, p = 0.003) than female patients. Male patients exhibited higher prevalence of cardiovascular disease (4.0% vs. 13.5%, p = 0.034) and hemodialysis (2.5% vs. 10.8%, p = 0.035). Additionally, male patients had a higher Charlson Comorbidity Index than female patients (0.8 ± 1.1 vs. 1.4 ± 1.1, p = 0.001). Moreover, male patients showed higher perioperative complications in surgical site infection (5.1% vs. 15.2%, p = 0.018). However, the incidence of proximal junctional failure (43.3% vs. 39.1%, p = 0.595) and rod fracture (27.8% vs. 26.1%, p = 0.81) was not different. CONCLUSIONS Male patients with ASD demonstrated frequent pathology of neuromuscular disease, preoperative comorbidities, and surgical site infection, necessitating careful preoperative checkups and intraoperative care.
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Affiliation(s)
- Xuepeng Wei
- Department of Orthopedic Surgery, Hamamatsu University School of Medicine, 1-20-1, Handayama, Higashi-Ku, Hamamatsu City, Shizuoka, 431-3192, Japan
| | - Go Yoshida
- Department of Orthopedic Surgery, Hamamatsu University School of Medicine, 1-20-1, Handayama, Higashi-Ku, Hamamatsu City, Shizuoka, 431-3192, Japan.
| | - Tomohiko Hasegawa
- Department of Orthopedic Surgery, Hamamatsu University School of Medicine, 1-20-1, Handayama, Higashi-Ku, Hamamatsu City, Shizuoka, 431-3192, Japan
- Division of Geriatric Musculoskeletal Health, Hamamatsu University School of Medicine, Hamamatsu City, Shizuoka, Japan
| | - Yu Yamato
- Department of Orthopedic Surgery, Hamamatsu University School of Medicine, 1-20-1, Handayama, Higashi-Ku, Hamamatsu City, Shizuoka, 431-3192, Japan
| | - Tomohiro Banno
- Department of Orthopedic Surgery, Hamamatsu University School of Medicine, 1-20-1, Handayama, Higashi-Ku, Hamamatsu City, Shizuoka, 431-3192, Japan
| | - Hideyuki Arima
- Department of Orthopedic Surgery, Hamamatsu University School of Medicine, 1-20-1, Handayama, Higashi-Ku, Hamamatsu City, Shizuoka, 431-3192, Japan
| | - Shin Oe
- Department of Orthopedic Surgery, Hamamatsu University School of Medicine, 1-20-1, Handayama, Higashi-Ku, Hamamatsu City, Shizuoka, 431-3192, Japan
- Division of Geriatric Musculoskeletal Health, Hamamatsu University School of Medicine, Hamamatsu City, Shizuoka, Japan
| | - Koichiro Ide
- Department of Orthopedic Surgery, Hamamatsu University School of Medicine, 1-20-1, Handayama, Higashi-Ku, Hamamatsu City, Shizuoka, 431-3192, Japan
| | - Tomohiro Yamada
- Department of Orthopedic Surgery, Hamamatsu University School of Medicine, 1-20-1, Handayama, Higashi-Ku, Hamamatsu City, Shizuoka, 431-3192, Japan
| | - Kenta Kurosu
- Department of Orthopedic Surgery, Hamamatsu University School of Medicine, 1-20-1, Handayama, Higashi-Ku, Hamamatsu City, Shizuoka, 431-3192, Japan
| | - Yukihiro Matsuyama
- Department of Orthopedic Surgery, Hamamatsu University School of Medicine, 1-20-1, Handayama, Higashi-Ku, Hamamatsu City, Shizuoka, 431-3192, Japan
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Zhao X, Wang Y, Chen X, Lu S. Dose-response relationship between symptom duration and postoperative patient-reported outcomes in patients with adult spinal deformity. J Orthop Surg Res 2025; 20:398. [PMID: 40259396 PMCID: PMC12010604 DOI: 10.1186/s13018-025-05818-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2025] [Accepted: 04/14/2025] [Indexed: 04/23/2025] Open
Abstract
OBJECTIVE To ascertain whether preoperative symptom duration elevated the risk of adverse patient-reported outcomes (PROs) and to further delve into whether the existence of a dose-response relationship in patients with adult spinal deformity (ASD). METHODS The retrospective cohort comprised consecutive patients who underwent spinal corrective surgery from January 2018 to May 2022. Demographic, radiological and surgical factors were included from the electronic medical records. To identify the impact of mismatched variables, we performed conditional logistic regression after adjusting for potential confounding factors. Further, nonlinear relationship between symptom duration and postoperative unfavorable PROs at 24-month follow-up was conducted based on restricted cubic splines (RCS) analysis, with the adjustments for possible confounders. If a nonlinear relationship was identified, a two-piecewise regression model would be employed to ascertain the threshold effect. Finally, the result of receiver operating characteristic (ROC) curve was employed to further corroborated the rationality of RCS results. RESULTS We matched 122 controls to 61 unfavorable PROs patients. In the fully adjusted linear model, for every additional month of symptom duration, the risk of unfavorable patient-reported outcomes (u-PROs) increased by 79%, with an odds ratio of 1.79 (95% CI: 1.25-2.04, p < 0.001). Patients with 6-18 months of symptom duration had comparable risk of u-PRO, whereas patients with more than 24 months had an increasingly higher risk of u-PRO (OR = 4.74, 95% CI 3.11 - 7.93, p < 0.001). Based on the results of the restricted cubic spline (RCS) analysis with three knots, a significant nonlinear relationship was observed. Notably, we found a substantial increase in the risk of u-PROs when the duration of symptoms exceeded 18.4 months. Additionally, ROC curve with an optimal cut-off of 18.5 months was identified, which verified the reliability of RCS analysis. CONCLUSIONS We determine that 18.4 months was a threshold of preoperative symptom duration that shifted the risk of unfavorable PROs after spinal corrective surgery, and there was a dose-response relationship.
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Affiliation(s)
- Xuan Zhao
- Department of Orthopedics, Xuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric Diseases, No.45 Changchun Street, Xicheng District, Beijing, China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, China
| | - Yu Wang
- Department of Orthopedics, Xuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric Diseases, No.45 Changchun Street, Xicheng District, Beijing, China.
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, China.
| | - Xiaolong Chen
- Department of Orthopedics, Xuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric Diseases, No.45 Changchun Street, Xicheng District, Beijing, China.
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, China.
| | - Shibao Lu
- Department of Orthopedics, Xuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric Diseases, No.45 Changchun Street, Xicheng District, Beijing, China.
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, China.
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Cadieux C, Brzozowski P, Fernandes RJR, McGregor ME, Zdero R, Bailey CS, McLachlin SD, Rasoulinejad P. Topping-Off a Long Thoracic Stabilization With Semi-Rigid Constructs May Have Favorable Biomechanical Effects to Prevent Proximal Junctional Kyphosis: A Biomechanical Comparison. Global Spine J 2025; 15:1685-1694. [PMID: 38828634 PMCID: PMC11571626 DOI: 10.1177/21925682241259695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/05/2024] Open
Abstract
Study DesignIn-vitro cadaveric biomechanical study.ObjectivesLong posterior spinal fusion is a standard treatment for adult spinal deformity. However, these rigid constructs are known to alter motion and stress to the adjacent non-instrumented vertebrae, increasing the risk of proximal junctional kyphosis (PJK). This study aimed to biomechanically compare a standard rigid construct vs constructs "topped off" with a semi-rigid construct. By understanding semi-rigid constructs' effect on motion and overall construct stiffness, surgeons and researchers could better optimize fusion constructs to potentially decrease the risk of PJK and the need for revision surgery.MethodsNine human cadaveric spines (T1-T12) underwent non-destructive biomechanical range of motion tests in pure bending or torsion and were instrumented with an all-pedicle-screw (APS) construct from T6-T9. The specimens were sequentially instrumented with semi-rigid constructs at T5: (i) APS plus sublaminar bands; (ii) APS plus supralaminar hooks; (iii) APS plus transverse process hooks; and (iv) APS plus short pedicle screws.ResultsAPS plus transverse process hooks had a range of motion (ie, relative angle) for T4-T5 and T5-T6, as well as an overall mechanical stiffness for T1-T12, that was more favourable, as it reduced motion at adjacent levels without a stark increase in stiffness. Moreover, APS plus transverse process hooks had the most linear change for range of motion across the entire T3-T7 range.ConclusionsPresent findings suggest that APS plus transverse process hooks has a favourable biomechanical effect that may reduce PJK for long spinal fusions compared to the other constructs examined.
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Affiliation(s)
- Chloe Cadieux
- London Health Science Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, London, ON, Canada
| | - Pawel Brzozowski
- Orthopaedic Biomechanics Lab, Victoria Hospital, London, ON, Canada
| | - Renan J. R. Fernandes
- London Health Science Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, London, ON, Canada
| | - Martine E. McGregor
- Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON, Canada
| | - Radovan Zdero
- Orthopaedic Biomechanics Lab, Victoria Hospital, London, ON, Canada
| | - Christopher S. Bailey
- London Health Science Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, London, ON, Canada
- Orthopaedic Biomechanics Lab, Victoria Hospital, London, ON, Canada
| | - Stewart D. McLachlin
- Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON, Canada
| | - Parham Rasoulinejad
- London Health Science Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, London, ON, Canada
- Orthopaedic Biomechanics Lab, Victoria Hospital, London, ON, Canada
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Sardi JP, Smith JS, Gum JL, Rocos B, Charalampidis A, Lenke LG, Shaffrey CI, Cheung KMC, Qiu Y, Matsuyama Y, Pellisé F, Polly DW, Sembrano JN, Dahl BT, Kelly MP, de Kleuver M, Spruit M, Alanay A, Berven SH, Lewis SJ. Opioid Use Prior to Adult Spine Deformity Correction Surgery is Associated With Worse Pre- and Postoperative Back Pain and Prolonged Opioid Demands. Global Spine J 2025; 15:1749-1759. [PMID: 38832400 PMCID: PMC11571721 DOI: 10.1177/21925682241261662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/05/2024] Open
Abstract
Study DesignProspective multicenter database post-hoc analysis.ObjectivesOpioids are frequently prescribed for painful spinal conditions to provide pain relief and to allow for functional improvement, both before and after spine surgery. Amidst a current opioid epidemic, it is important for providers to understand the impact of opioid use and its relationship with patient-reported outcomes. The purpose of this study was to evaluate pre-/postoperative opioid consumption surrounding ASD and assess patient-reported pain outcomes in older patients undergoing surgery for spinal deformity.MethodsPatients ≥60 years of age from 12 international centers undergoing spinal fusion of at least 5 levels and a minimum 2-year follow-up were included. Patient-reported outcome scores were collected using the Numeric Rating Scale for back and leg pain (NRS-B; NRS-L) at baseline and at 2 years following surgery. Opioid use, defined based on a specific question on case report forms and question 11 from the SRS-22r questionnaire, was assessed at baseline and at 2-year follow-up.ResultOf the 219 patients who met inclusion criteria, 179 (81.7%) had 2-year data on opioid use. The percentages of patients reporting opioid use at baseline (n = 75, 34.2%) and 2 years after surgery (n = 55, 30.7%) were similar (P = .23). However, at last follow-up 39% of baseline opioid users (Opi) were no longer taking opioids, while 14% of initial non-users (No-Opi) reported opioid use. Regional pre- and postoperative opioid use was 5.8% and 7.7% in the Asian population, 58.3% and 53.1% in the European, and 50.5% and 40.2% in North American patients, respectively. Baseline opioid users reported more preoperative back pain than the No-Opi group (7.0 vs 5.7, P = .001), while NRS-Leg pain scores were comparable (4.8 vs 4, P = .159). Similarly, at last follow-up, patients in the Opi group had greater NRS-B scores than Non-Opi patients (3.2 vs 2.3, P = .012), but no differences in NRS-Leg pain scores (2.2 vs 2.4, P = .632) were observed.ConclusionsIn this study, almost one-third of surgical ASD patients were consuming opioids both pre- and postoperatively world-wide. There were marked international variations, with patients from Asia having a much lower usage rate, suggesting a cultural influence. Despite both opioid users and nonusers benefitting from surgery, preoperative opioid use was strongly associated with significantly more back pain at baseline that persisted at 2-year follow up, as well as persistent postoperative opioid needs.
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Affiliation(s)
- Juan P. Sardi
- Department of Neurosurgery, University of Virginia, Charlottesville, VA, USA
| | - Justin S. Smith
- Department of Neurosurgery, University of Virginia, Charlottesville, VA, USA
| | | | - Brett Rocos
- Departments of Neurosurgery and Orthopedic Surgery, Duke University, Durham, NC, USA
| | - Anastasios Charalampidis
- Department of Reconstructive Orthopaedics, Karolinska University Hospital, Stockholm, Sweden
- Department of Clinical Science, Intervention and Technology (CLINITEC), Karolinska Institutet, Stockholm, Sweden
| | - Lawrence G. Lenke
- Department of Orthopedic Surgery, Columbia University, New York, NY, USA
| | | | - Kenneth M. C. Cheung
- Department of Orthopaedic & Traumatology, The University of HK, Hong Kong
- The HKU-Shenzhen Hospital, Shenzhen China
| | - Yong Qiu
- The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China
| | - Yukihiro Matsuyama
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Shizuoka, Japan
| | - Ferran Pellisé
- Spine Surgery Unit, Vall d'Hebron Hospital, Barcelona, Spain
| | - David W. Polly
- University of Minnesota, Minneapolis, MN, USA
- Texas Children’s Hospital, Houston, TX, USA
| | - Jonathan N. Sembrano
- University of Minnesota, Minneapolis, MN, USA
- Texas Children’s Hospital, Houston, TX, USA
| | | | | | - Marinus de Kleuver
- Department of Orthopedic Surgery, VU University Medical Center, Amsterdam Movement Sciences, Amsterdam, The Netherlands
| | | | - Ahmet Alanay
- Department of Orthopedics and Traumatology, Acibadem Mehmet Ali Aydınlar University School of Medicine. Istambul, Turkey
| | - Sigurd H. Berven
- University of California San Francisco Spinal Disorders Service, San Francisco, CA, USA
| | | | - AO Spine Knowledge Forum Deformity
- Department of Neurosurgery, University of Virginia, Charlottesville, VA, USA
- Norton Leatherman Spine Center, Louisville, KY, USA
- Departments of Neurosurgery and Orthopedic Surgery, Duke University, Durham, NC, USA
- Department of Reconstructive Orthopaedics, Karolinska University Hospital, Stockholm, Sweden
- Department of Clinical Science, Intervention and Technology (CLINITEC), Karolinska Institutet, Stockholm, Sweden
- Department of Orthopedic Surgery, Columbia University, New York, NY, USA
- Department of Orthopaedic & Traumatology, The University of HK, Hong Kong
- The HKU-Shenzhen Hospital, Shenzhen China
- The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Shizuoka, Japan
- Spine Surgery Unit, Vall d'Hebron Hospital, Barcelona, Spain
- University of Minnesota, Minneapolis, MN, USA
- Texas Children’s Hospital, Houston, TX, USA
- Rady Children’s Hospital, San Diego, CA, USA
- Department of Orthopedic Surgery, VU University Medical Center, Amsterdam Movement Sciences, Amsterdam, The Netherlands
- St. Maartenskliniek, Nijmegen, Netherlands
- Department of Orthopedics and Traumatology, Acibadem Mehmet Ali Aydınlar University School of Medicine. Istambul, Turkey
- University of California San Francisco Spinal Disorders Service, San Francisco, CA, USA
- Toronto Western Hospital, Toronto, ON, Canada
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Dagli MM, Turlip RW, Oettl FC, Emara M, Gujral J, Chauhan D, Ahmad HS, Santangelo G, Wathen C, Ghenbot Y, Arena JD, Golubovsky JL, Gu BJ, Shin JH, Yoon JW, Ozturk AK, Welch WC. Comparison of Outcomes Between Staged and Same-Day Circumferential Spinal Fusion for Adult Spinal Deformity: Systematic Review and Meta-Analysis. Interact J Med Res 2025; 14:e67290. [PMID: 40053742 PMCID: PMC11926459 DOI: 10.2196/67290] [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: 10/07/2024] [Revised: 12/31/2024] [Accepted: 01/07/2025] [Indexed: 03/09/2025] Open
Abstract
BACKGROUND Adult spinal deformity (ASD) is a prevalent condition often treated with circumferential spinal fusion (CF), which can be performed as staged or same-day procedures. However, evidence guiding the choice between these approaches is lacking. OBJECTIVE This study aims to compare patient outcomes following staged and same-day CF for ASD. METHODS Following PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines, a comprehensive literature search was conducted in PubMed, MEDLINE, Embase, Cochrane CENTRAL, Web of Science, and Scopus. Eligibility criteria included studies comparing outcomes following staged and same-day CF in adults with ASD. Searches were exported to Covidence, and records were deduplicated automatically. Title and abstract screening, full-text review, and data extraction were performed by two independent reviewers, with all conflicts being resolved by a third reviewer. A meta-analysis was conducted for outcomes reported in 3 or more studies. RESULTS Seven studies with 741 patients undergoing CF for ASD were included in the review (staged: n=331, 44.7% and same-day: n=410, 55.3%). Four studies that had comparable outcomes were merged for the quantitative meta-analysis and split based on observed measures. The meta-analysis revealed significantly shorter hospital length of stay (mean difference 3.98, 95% CI 2.23-5.72 days; P<.001) for same-day CF. Three studies compared the operative time between staged and same-day CF, with all reporting a lower mean operative time for same-day CF (mean between 291-479, SD 129 minutes) compared to staged CF (mean between 426-541, SD 124 minutes); however, inconsistent reporting of mean and SD made quantitative analyses unattainable. Of the 4 studies that compared estimated blood loss (EBL) in the relevant groups, 3 presented a lower EBL (mean between 412-1127, SD 954 mL) in same-day surgery compared to staged surgery (mean between 642, SD 550 to 1351, SD 869 mL). Both studies that reported intra- and postoperative adverse events showed more intraoperative adverse events in staged CF (10.9% and 13.6%, respectively) compared to same-day CF (9.1% and 3.6%, respectively). Four studies measuring any perioperative adverse events showed a higher incidence of adverse events in staged CF than all studies combined. However, quantitative analysis of EBL, intraoperative adverse events, and perioperative adverse events found no statistically significant difference. Postoperative adverse events, reoperation, infection rates, and readmission rates showed inconsistent findings between studies. Data quality assessment revealed a moderate degree of bias for all included studies. CONCLUSIONS Same-day CF may offer shorter operating time and hospital stay compared to staged CF for ASD. However, there was marked heterogeneity in perioperative outcomes reporting, and continuous variables were inconsistently presented. This underscored the need for standardized reporting of clinical variables and patient-reported outcomes and higher evidence of randomized controlled trials to elucidate the clinical superiority of either approach. TRIAL REGISTRATION PROSPERO CRD42022339764; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=339764. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/42331.
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Affiliation(s)
- Mert Marcel Dagli
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Ryan William Turlip
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Felix C Oettl
- Hospital for Special Surgery, New York, NY, United States
- Department of Orthopedic Surgery, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Mohamed Emara
- College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
| | - Jaskeerat Gujral
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Daksh Chauhan
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Hasan S Ahmad
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Gabrielle Santangelo
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Connor Wathen
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Yohannes Ghenbot
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - John D Arena
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Joshua L Golubovsky
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Ben J Gu
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - John H Shin
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Jang Won Yoon
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Ali K Ozturk
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - William C Welch
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
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Lang S, Jokeit M, Kim JH, Urbanschitz L, Fisler L, Torrez C, Cornaz F, Snedeker JG, Farshad M, Widmer J. Anatomical landmark detection on bi-planar radiographs for predicting spinopelvic parameters. Spine Deform 2025; 13:423-431. [PMID: 39443425 PMCID: PMC11893627 DOI: 10.1007/s43390-024-00990-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 10/08/2024] [Indexed: 10/25/2024]
Abstract
INTRODUCTION Accurate landmark detection is essential for precise analysis of anatomical structures, supporting diagnosis, treatment planning, and monitoring in patients with spinal deformities. Conventional methods rely on laborious landmark identification by medical experts, which motivates automation. The proposed deep learning pipeline processes bi-planar radiographs to determine spinopelvic parameters and Cobb angles without manual supervision. METHODS The dataset used for training and evaluation consisted of 555 bi-planar radiographs from un-instrumented patients, which were manually annotated by medical professionals. The pipeline performed a pre-processing step to determine regions of interest, including the cervical spine, thoracolumbar spine, sacrum, and pelvis. For each ROI, a segmentation network was trained to identify vertebral bodies and pelvic landmarks. The U-Net architecture was trained on 455 bi-planar radiographs using binary cross-entropy loss. The post-processing algorithm determined spinal alignment and angular parameters based on the segmentation output. We evaluated the pipeline on a test set of 100 previously unseen bi-planar radiographs, using the mean absolute difference between annotated and predicted landmarks as the performance metric. The spinopelvic parameter predictions of the pipeline were compared to the measurements of two experienced medical professionals using intraclass correlation coefficient (ICC) and mean absolute deviation (MAD). RESULTS The pipeline was able to successfully predict the Cobb angles in 61% of all test cases and achieved mean absolute differences of 3.3° (3.6°) and averaged ICC of 0.88. For thoracic kyphosis, lumbar lordosis, sagittal vertical axis, sacral slope, pelvic tilt, and pelvic incidence, the pipeline produced reasonable outputs in 69%, 58%, 86%, 85%, 84%, and 84% of the cases. The MAD was 5.6° (7.8°), 4.7° (4.3°), 2.8 mm (3.0 mm), 4.5° (7.2°), 1.8° (1.8°), and 5.3° (7.7°), while the ICC was measured at 0.69, 0.82, 0.99, 0.61, 0.96, and 0.70, respectively. CONCLUSION Despite limitations in patients with severe pathologies and high BMI, the pipeline automatically predicted coronal and sagittal spinopelvic parameters, which has the potential to simplify clinical routines and large-scale retrospective data analysis.
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Affiliation(s)
- Stefan Lang
- Spine Biomechanics, Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
- Institute for Biomechanics, ETH Zurich, Zurich, Switzerland
| | - Moritz Jokeit
- Spine Biomechanics, Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
- Institute for Biomechanics, ETH Zurich, Zurich, Switzerland
| | - Ji Hyun Kim
- Spine Biomechanics, Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
- Institute for Biomechanics, ETH Zurich, Zurich, Switzerland
| | - Lukas Urbanschitz
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Luca Fisler
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Carlos Torrez
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Frédéric Cornaz
- Spine Biomechanics, Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Jess G Snedeker
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
- Institute for Biomechanics, ETH Zurich, Zurich, Switzerland
| | - Mazda Farshad
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Jonas Widmer
- Spine Biomechanics, Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland.
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Nilssen PK, Narendran N, Skaggs DL, Walker CT, Mikhail CM, Nomoto E, Tuchman A. Long-term reoperation risk of thoracic to pelvis instrumentation for spinal deformity: a longitudinal study of 7,062 patients. 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 2025; 34:1034-1041. [PMID: 39668262 DOI: 10.1007/s00586-024-08566-2] [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: 08/12/2024] [Revised: 10/27/2024] [Accepted: 11/12/2024] [Indexed: 12/14/2024]
Abstract
PURPOSE To perform a large-scale assessment of reoperation risk among spine deformity patients undergoing thoracic to pelvis surgery. METHODS The PearlDiver database was queried for spinal deformity patients (scoliosis, kyphosis, spondylolisthesis, sagittal plane deformity) undergoing at minimum, a T12-pelvis operation (2010-2020). CPT codes identified lumbar arthrodesis procedures that included pelvic fixation and ≥ 7 levels of posterior instrumentation on the same day. Minimum follow-up was 2 years. Reoperations included subsequent arthrodesis, decompression, osteotomy, device insertion, and pelvic fixation procedures. Multivariable regression analysis described associations between variables and reoperation risk. RESULTS 7,062 patients met criteria. Overall reoperation rate was 23.2%. Reoperation rate at 2- and 5-year was 16.9% and 22.1% respectively. 10-year reoperation-free probability was 73.7% (95% CI: 72.4-74.9%). Multivariable analysis revealed higher reoperation risk for patients with kyphosis and ≥ 13 levels of posterior instrumentation. Patients who received interbody cages had a lower reoperation risk. No association was found between the presence or absence of osteotomy procedures and reoperation risk. Lastly, linear regression analyses revealed no significant relationship between age or ECI and risk for subsequent operations did not independently influence reoperation. CONCLUSIONS This study, representing a real-world cohort of over six times the largest current prospective data set, found a 2-year reoperation rate of 17%, similar to previous studies, suggesting study group findings are applicable to a broader population. Preoperative kyphosis and ≥ 13 levels of posterior instrumentation was associated with higher reoperation risk, while the use of interbody cages was protective. Age, medical comorbidities, and osteotomies did not predict reoperations.
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Affiliation(s)
- Paal K Nilssen
- Department of Orthopaedic Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Nakul Narendran
- Department of Orthopaedic Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - David L Skaggs
- Department of Orthopaedic Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Corey T Walker
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Christopher M Mikhail
- Department of Orthopaedic Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Edward Nomoto
- Department of Orthopaedic Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Alexander Tuchman
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
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Zhi W, Boubez G, Al-Shakfa F, Kamel Y, Liu J, Shedid D, Yuh SJ, Rizkallah M. How Does Spino-Pelvic Fixation Affect Post-Operative Compensatory Mechanisms in Adult Spinal Deformity? Global Spine J 2025; 15:548-553. [PMID: 37684061 PMCID: PMC11877568 DOI: 10.1177/21925682231200832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/10/2023] Open
Abstract
STUDY DESIGN Retrospective single-center multi-surgeon cohort study. OBJECTIVES Compare the post-operative changes in the compensatory mechanisms of the sagittal balance according to the type of pelvic fixation: S2-Alar-iliac screws (S2AI) vs iliac screws (IS) in patients with Adult spine deformity (ASD). METHODS ASD patients who underwent spino-pelvic fixation and remained with a PI-LL >10° mismatch post-operatively were included. Pre-operative and 1-year-follow-up PI, Lumbar lordosis (LL), pelvic tilt (PT), sacral slope (SS), thoracic kyphosis (TK), femur obliquity angle (FOA), knee flexion angle (KFA) and ankle flexion angle (AFA) were analyzed on EOS imaging. Patients were categorized based on their pelvic fixation type (S2AI vs IS), and the pre-operative to 1-year-post-operative changes (ΔX°) in the compensatory mechanisms were compared between groups. RESULTS Patients with S2AI (n = 53) and those with IS (n = 26) screws were comparable at baseline. ΔSS averaged 9.87° in the S2AI compared to 13.2° in the IS (P = .001), whereas the ΔKFA reached 6.01° in the S2AI as opposed to 3.06° in the IS (P = .02). The ΔPT was comparable between both groups (6.35°[S2AI group] vs 5.21°[ISgroup], P = .42). ΔTK, ΔLL, ΔFOA and ΔAFA were comparable between both groups. CONCLUSION The type of pelvic fixation impacts significantly the post-operative compensatory mechanisms in patients with ASD. Patients with S2AI screws are more likely to compensate their remaining post-operative PI-LL mismatch through their knees and less likely through their pelvis compared to patients with IS, despite similar changes in PT. This could be explained by an increased SI joint laxity in ASD patient and the lower resistance of the iliac connectors to the junctional mechanical stresses, allowing for sacro-iliac joint motion in patients with IS.
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Affiliation(s)
- Wang Zhi
- Department of Orthopedic Surgery, University of Montreal Health Center, Montreal, QC, Canada
| | - Ghassan Boubez
- Department of Orthopedic Surgery, University of Montreal Health Center, Montreal, QC, Canada
| | - Fidaa Al-Shakfa
- Department of Orthopedic Surgery, University of Montreal Health Center, Montreal, QC, Canada
| | | | - Jia Liu
- University of Montreal, Montreal, QC, Canada
| | - Daniel Shedid
- Department of Neurosurgery, University of Montreal Health Center, Montreal, QC, Canada
| | - Sung Joo Yuh
- Department of Neurosurgery, University of Montreal Health Center, Montreal, QC, Canada
| | - Maroun Rizkallah
- Department of Orthopedic Surgery, University of Montreal Health Center, Montreal, QC, Canada
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Abdelnour M, Mumtaz R, Hawsawi MA, Qumqumji F, Swamy G, Thomas K, Soroceanu A, Wang Z, Stratton A, Kingwell SP, Wai E, Tsai E, Phan P. Evaluating variability in decision-making among spine surgeons treating adult spine deformity. Spine J 2025:S1529-9430(25)00021-X. [PMID: 39828084 DOI: 10.1016/j.spinee.2025.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 12/11/2024] [Accepted: 01/03/2025] [Indexed: 01/22/2025]
Abstract
BACKGROUND CONTEXT Significant variability in the management of Adult Spinal Deformity (ASD) has been observed among spine surgeons worldwide. The variability among Canadian spine surgeons, a country with universal public healthcare, remains unknown. PURPOSE The study aims to evaluate areas of variability in the perioperative optimization and surgical management of ASD among Canadian spine surgeons. STUDY DESIGN/SETTING In this cross-sectional study, 25 Canadian spine surgeons, predominantly orthopedic surgeons (20) and neurosurgeons (5) with varying experience, participated in an online survey focused on Adult Spinal Deformity (ASD). SAMPLE The study involved 25 Canadian spine surgeons with varying level of experience, representing both orthopedic and neurosurgical specialities. OUTCOME MEASURE The study aimed to evaluate the variability in surgical decision-making and perioperative optimization strategies among Canadian spine surgeons when faced with simulated scenarios of ASD pathologies. METHODS The online survey presented 4 vignettes with simulated scenarios of the most common ASD pathologies, including High Grade Spondylolisthesis (HGS), Neglected Adolescent Idiopathic Scoliosis (NAIS), Degenerative Scoliosis (DS), and Flat Back Syndrome (FBS). Questions in the vignettes explored ASD surgical decision-making, while additional questions focused on perioperative optimization. Descriptive statistics were used to analyze multiple-choice responses, and open-text responses were categorized into themes. RESULTS Variability was observed in the duration conservative treatment across the 4 ASD cases. Surgeons exhibited variability in the use of preoperative osteoporosis treatment. There was varied use of a dedicated anesthesiology team. Surgical goals varied in HGS and NAIS. The primary surgical method was variable in DS and HGS, the type of osteotomy varied in DS and FBS, and level of fixation varied in HGS and NAIS. Consensus was observed in the use of intraoperative monitoring across of all 4 ASD pathologies, the implementation of a team-based approach, and the selection of the primary surgical goal in DS and FBS. CONCLUSION Our cross-sectional study revealed variability among Canadian spine surgeons in the management of ASD, potentially influenced by the uncertain ASD progression, the need for evidence-based nonsurgical guidelines, and insufficient evidence on optimal surgical approaches. These findings will help guide future research to ultimately reduce variability and improve ASD patient management and outcomes.
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Affiliation(s)
- Mark Abdelnour
- Faculty of Medicine, University of Ottawa, 75 Laurier Ave E, Ottawa, ON, Canada
| | - Rohail Mumtaz
- Division of Orthopaedics, The Ottawa Hospital - Civic Campus, 1053 Carling Ave, Ottawa, Ontario, Canada
| | - Mamdoh Al Hawsawi
- King Saud Medical City, 7642 Al Imam Abdulaziz Bin Mohammad Bin, Saud Street, Riyadh, Saudi Arabia
| | - Feras Qumqumji
- King Saud Medical City, 7642 Al Imam Abdulaziz Bin Mohammad Bin, Saud Street, Riyadh, Saudi Arabia
| | - Ganesh Swamy
- Division of Spine Surgery, Foothills Medical Centre, University of Calgary, 1403 29 Street NW, Calgary, Alberta, Canada
| | - Kenneth Thomas
- Division of Spine Surgery, Foothills Medical Centre, University of Calgary, 1403 29 Street NW, Calgary, Alberta, Canada
| | - Alex Soroceanu
- Division of Spine Surgery, Foothills Medical Centre, University of Calgary, 1403 29 Street NW, Calgary, Alberta, Canada
| | - Zhi Wang
- Department of Orthopedic Surgery, University of Montreal Health Center, 1001 Boulevard Decarie, Montreal, Quebec, Canada
| | - Alexandra Stratton
- Faculty of Medicine, University of Ottawa, 75 Laurier Ave E, Ottawa, ON, Canada; Division of Orthopaedics, The Ottawa Hospital - Civic Campus, 1053 Carling Ave, Ottawa, Ontario, Canada
| | - Stephen P Kingwell
- Faculty of Medicine, University of Ottawa, 75 Laurier Ave E, Ottawa, ON, Canada; Division of Orthopaedics, The Ottawa Hospital - Civic Campus, 1053 Carling Ave, Ottawa, Ontario, Canada
| | - Eugene Wai
- Faculty of Medicine, University of Ottawa, 75 Laurier Ave E, Ottawa, ON, Canada; Orthopedic Surgery, Ottawa Hospital Research Institute, 1053 Carling Ave, Ottawa, Ontario, Canada; Division of Orthopaedics, The Ottawa Hospital - Civic Campus, 1053 Carling Ave, Ottawa, Ontario, Canada
| | - Eve Tsai
- Faculty of Medicine, University of Ottawa, 75 Laurier Ave E, Ottawa, ON, Canada; Orthopedic Surgery, Ottawa Hospital Research Institute, 1053 Carling Ave, Ottawa, Ontario, Canada; Division of Orthopaedics, The Ottawa Hospital - Civic Campus, 1053 Carling Ave, Ottawa, Ontario, Canada
| | - Philippe Phan
- Faculty of Medicine, University of Ottawa, 75 Laurier Ave E, Ottawa, ON, Canada; Orthopedic Surgery, Ottawa Hospital Research Institute, 1053 Carling Ave, Ottawa, Ontario, Canada; Division of Orthopaedics, The Ottawa Hospital - Civic Campus, 1053 Carling Ave, Ottawa, Ontario, Canada.
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12
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Elsamadicy AA, Sadeghzadeh S, Serrato P, Sayeed S, Hengartner AC, Belkasim S, Khalid SI, Lo SFL, Sciubba DM. Utility of Risk Analysis Index for Assessing Morbidity in Patients Undergoing Posterior Spinal Fusion for Adult Spinal Deformity. World Neurosurg 2024; 192:e292-e305. [PMID: 39321916 DOI: 10.1016/j.wneu.2024.09.089] [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: 08/14/2024] [Revised: 09/16/2024] [Accepted: 09/17/2024] [Indexed: 09/27/2024]
Abstract
BACKGROUND This study investigates the predictive values of the Risk Analysis Index (RAI), the modified 5-item Frailty Index (mFI-5), and advanced age for predicting 30-day extended length of stay (LOS), 30-day complications, and readmissions in patients undergoing posterior spinal fusion (PSF) for adult spinal deformity (ASD). METHODS A retrospective cohort study was performed using the 2012-2021 American College of Surgeons National Surgical Quality Improvement Program database. Adults undergoing PSF for ASD were identified using Current Procedural Terminology and International Classification of Diseases codes. Using receiver operating characteristic and multivariable analyses, we compared the discriminative thresholds and independent associations of RAI, mFI-5, and greater patient age for extended LOS, 30-day complications, and readmissions. RESULTS In this cohort of 3814 patients, RAI identified 90.7% as Robust, 6.0% as Normal, and 3.3% as Frail/Very frail, while mFI-5 classified 47.1% as Robust, 37.5% as Normal, and 15.3% as Frail/Very frail. Multivariable analysis revealed both RAI and mFI-5 as significant predictors of extended LOS for Normal (RAI: P < 0.001; mFI-5: P = 0.013) and Frail/Very frail patients (RAI: P < 0.001; mFI-5: P = 0.003). Additionally, RAI was a significant predictor of 30-day complication risk for Normal patients (P = 0.005). Furthermore, mFI-5 was a significant predictor of 30-day readmission among Frail/Very frail patients (P = 0.002). CONCLUSIONS This study suggests that the utility of RAI and mFI-5 in predicting extended LOS patients undergoing PSF for ASD. RAI was found to be superior to mFI-5 for predicting 30-day readmissions, while mF-5 was greater for 30-day complications. These findings highlight the need for future studies to identify optimal methods in incorporating frailty assessments into preoperative surgical planning and patient discussions.
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Affiliation(s)
- Aladine A Elsamadicy
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA.
| | - Sina Sadeghzadeh
- School of Medicine, Stanford University, Stanford, California, USA
| | - Paul Serrato
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Sumaiya Sayeed
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Astrid C Hengartner
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Selma Belkasim
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Syed I Khalid
- Department of Neurosurgery, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Sheng-Fu Larry Lo
- Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, New York, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, New York, USA
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13
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Baroudi M, Daher M, Maheshwari K, Singh M, Nassar JE, McDonald CL, Diebo BG, Daniels AH. Surgical Management of Adult Spinal Deformity Patients with Osteoporosis. J Clin Med 2024; 13:7173. [PMID: 39685632 DOI: 10.3390/jcm13237173] [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: 10/26/2024] [Revised: 11/15/2024] [Accepted: 11/21/2024] [Indexed: 12/18/2024] Open
Abstract
Adult spinal deformity (ASD) commonly affects older adults, with up to 68% prevalence in those over 60, and is often complicated by osteoporosis, which reduces bone mineral density (BMD) and increases surgical risks. Osteoporotic patients undergoing ASD surgery face higher risks of complications like hardware failure, pseudoarthrosis, and proximal junctional kyphosis (PJK). Medical management with antiresorptive medications (e.g., bisphosphonates, SERMs, and denosumab) and anabolic agents (e.g., teriparatide, abaloparatide, and romosozumab) can improve BMD and reduce complications. While bisphosphonates reduce fracture risk, teriparatide and newer agents like romosozumab show promise in increasing bone density and improving fusion rates. Surgical adaptations such as consideration of age-adjusted alignment, fusion level selection, cement augmentation, and the use of expandable screws or tethers enhance surgical outcomes in osteoporotic patients. Specifically, expandable screws and cement augmentation have been shown to improve fixation stability. However, further research is needed to evaluate the effectiveness of these treatments, specifically in osteoporotic ASD patients.
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Affiliation(s)
- Makeen Baroudi
- Department of Orthopedic Surgery, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
| | - Mohammad Daher
- Department of Orthopedic Surgery, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
| | - Krish Maheshwari
- Department of Orthopedic Surgery, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
| | - Manjot Singh
- Department of Orthopedic Surgery, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
| | - Joseph E Nassar
- Department of Orthopedic Surgery, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
| | - Christopher L McDonald
- Department of Orthopedic Surgery, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
| | - Bassel G Diebo
- Department of Orthopedic Surgery, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
| | - Alan H Daniels
- Department of Orthopedic Surgery, The Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
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Rassi J, Daher M, Helou A, Farjallah S, Ayoub K, Ghoul A, Sebaaly A. Analysis of the reliability of KEOPS version 2 for the measurement of coronal and sagittal parameters in spinal deformity. Spine Deform 2024; 12:1269-1275. [PMID: 38865071 DOI: 10.1007/s43390-024-00894-z] [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: 01/22/2024] [Accepted: 05/07/2024] [Indexed: 06/13/2024]
Abstract
BACKGROUND The purpose of the study is to evaluate the updated version of this software in patients with various spinal deformity. METHODS Sixty patients were included in this study and were divided into three categories: 20 patients with AIS, 20 patients with ASD, and 20 patients having undergone corrective surgery for spinal deformity. The measurements were performed by two senior and two junior orthopedic surgery residents, and were done at two points in time separated by a 3-week interval with the cases being randomized every time to reduce the risk of memory bias. Measured parameters included coronal, sagittal, global alignment parameters, and pelvic parameters. RESULTS When assessing the inter- and intra-observer reliability across all the groups of patients, none of the coefficients was smaller than 0.8 with a very high level of agreement. The standard error ranged from 0.7° to 1.5° demonstrating a high level of accuracy. Fairly similar results were seen when the groups were divided into the three categories except for the post-operative groups where a strong and not perfect level of agreement was reported. CONCLUSION This is the first study to assess the reproducibility of the new version of KEOPS, showing a very high agreement in all measurements. In the post-operative group, although it showed a strong agreement, the lower performance can be explained by the presence of surgical material making it harder to identify the anatomical landmarks accurately. Nevertheless, we can recommend the usage of this software in a clinical setting.
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Affiliation(s)
- Joe Rassi
- Department of Orthopedic Surgery Spine Unit, Hotel Dieu de France Hospital, Alfred Naccache Boulevard, Beirut, Lebanon
| | - Mohammad Daher
- Department of Orthopedic Surgery, Brown University, Providence, RI, 02906, USA
- School of Medicine, Saint Joseph University, Beirut, Lebanon
| | - Abdo Helou
- Department of Orthopedic Surgery Spine Unit, Hotel Dieu de France Hospital, Alfred Naccache Boulevard, Beirut, Lebanon
| | - Sarah Farjallah
- Department of Orthopedic Surgery Spine Unit, Hotel Dieu de France Hospital, Alfred Naccache Boulevard, Beirut, Lebanon
| | - Karim Ayoub
- Department of Orthopedic Surgery Spine Unit, Hotel Dieu de France Hospital, Alfred Naccache Boulevard, Beirut, Lebanon
| | - Ali Ghoul
- Department of Orthopedic Surgery Spine Unit, Hotel Dieu de France Hospital, Alfred Naccache Boulevard, Beirut, Lebanon
| | - Amer Sebaaly
- Department of Orthopedic Surgery Spine Unit, Hotel Dieu de France Hospital, Alfred Naccache Boulevard, Beirut, Lebanon.
- School of Medicine, Saint Joseph University, Beirut, Lebanon.
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15
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Daher M, Kreichati G, Kharrat K, Maroun R, Aoun M, Chalhoub R, Diebo BG, Daniels AH, Sebaaly A. Dual Versus Single Attending Surgeon Performance of Spinal Deformity Surgery? A Meta-Analysis. World Neurosurg 2024; 188:93-98. [PMID: 38754547 DOI: 10.1016/j.wneu.2024.05.051] [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: 05/06/2024] [Accepted: 05/09/2024] [Indexed: 05/18/2024]
Abstract
BACKGROUND The inclusion of 2 surgeons in spinal deformity surgery is considered beneficial by some. In fact, select studies indicate advantages such as reduced operation time and blood loss. Another observed decreased patient morbidity with a dual-surgeon approach, attributed to shorter operative times and reduced intraoperative blood losses. Therefore, this meta-analysis will assess the benefits of a having 2 surgeons compared to 1 surgeon during spine surgeries. METHODS PubMed, Cochrane, and Google Scholar (page 1-20) were searched till January 2024. The clinical outcomes evaluated were the incidence of adverse events, the rate of transfusion, reoperation, and surgery-related parameters such as operative room time, length of stay (LOS), and estimated blood loss. RESULTS Thirteen studies were included. A greater rate of complications was seen in patients operated upon by 1 surgeon (odds ratio = 0.50; 95% confidence intervals [CI]: 0.25-0.99, P = 0.05). Furthermore, operative room time (mean differences = -82.73; 95% CI: -111.42 to -54.03, P < 0.001) and LOS (mean differences = -0.91; 95% CI: -1.12 to -0.71, P < 0.001) were reduced in the dual surgeon scenario. No statistically significant difference was shown in the remaining analyzed outcomes. CONCLUSIONS The presence of 2 surgeons in the odds ratiowas shown to reduce complications, operative room time, and LOS. More cost-effectiveness studies are needed in order to substantiate the financial advantages associated with the dual-surgeon approach.
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Affiliation(s)
- Mohammad Daher
- Department of Orthopedic Surgery, Brown University, Providence, Rhode Island, USA; Faculty of medicine, Saint Joseph University, Beirut, Lebanon
| | - Gaby Kreichati
- Faculty of medicine, Saint Joseph University, Beirut, Lebanon; Department of Orthopedic Surgery, Hotel Dieu de France Hospital, Beirut, Lebanon
| | - Khalil Kharrat
- Department of Orthopedic Surgery, Hotel Dieu de France Hospital, Beirut, Lebanon
| | | | - Marven Aoun
- Faculty of medicine, Saint Joseph University, Beirut, Lebanon
| | - Ralph Chalhoub
- Faculty of medicine, Saint Joseph University, Beirut, Lebanon
| | - Bassel G Diebo
- Department of Orthopedic Surgery, Brown University, Providence, Rhode Island, USA
| | - Alan H Daniels
- Department of Orthopedic Surgery, Brown University, Providence, Rhode Island, USA
| | - Amer Sebaaly
- Faculty of medicine, Saint Joseph University, Beirut, Lebanon; Department of Orthopedic Surgery, Hotel Dieu de France Hospital, Beirut, Lebanon.
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16
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Rieger F, Rothenfluh DA, Ferguson SJ, Ignasiak D. Comprehensive assessment of global spinal sagittal alignment and related normal spinal loads in a healthy population. J Biomech 2024; 170:112127. [PMID: 38781798 DOI: 10.1016/j.jbiomech.2024.112127] [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: 08/29/2023] [Revised: 02/12/2024] [Accepted: 04/29/2024] [Indexed: 05/25/2024]
Abstract
Abnormal postoperative global sagittal alignment (GSA) is associated with an increased risk of mechanical complications after spinal surgery. Typical assessment of sagittal alignment relies on a few selected measures, disregarding global complexity and variability of the sagittal curvature. The normative range of spinal loads associated with GSA has not yet been considered in clinical evaluation. The study objectives were to develop a new GSA assessment method that holistically describes the inherent relationships within GSA and to estimate the related spinal loads. Vertebral endplates were annotated on radiographs of 85 non-pathological subjects. A Principal Component Analysis (PCA) was performed to derive a Statistical Shape Model (SSM). Associations between identified GSA variability modes and conventional alignment measures were assessed. Simulations of respective Shape Modes (SMs) were performed using an established musculoskeletal AnyBody model to estimate normal variation in cervico-thoraco-lumbar loads. The first six principal components explained 97.96% of GSA variance. The SSM provides the normative range of GSA and a visual representation of the main variability modes. Normal variation relative to the population mean in identified alignment features was found to influence spinal loads, e.g. the lower bound of the second shape mode (SM2-2σ) corresponds to an increase in L4L5-compression by 378.64 N (67.86%). Six unique alignment features were sufficient to describe GSA almost entirely, demonstrating the value of the proposed method for an objective and comprehensive analysis of GSA. The influence of these features on spinal loads provides a normative biomechanical reference, eventually guiding surgical planning of deformity correction in the future.
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Affiliation(s)
- Florian Rieger
- Institute for Biomechanics, LOT, ETH Zurich, Zurich, Switzerland.
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17
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Ozer AF, Akgun MY, Ucar EA, Hekimoglu M, Basak AT, Gunerbuyuk C, Toklu S, Oktenoglu T, Sasani M, Akgul T, Ates O. Can Dynamic Spinal Stabilization Be an Alternative to Fusion Surgery in Adult Spinal Deformity Cases? Int J Spine Surg 2024; 18:152-163. [PMID: 38561203 PMCID: PMC11287803 DOI: 10.14444/8588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND Rigid stabilization and fusion surgery are widely used for the correction of spinal sagittal and coronal imbalance (SCI). However, instrument failure, pseudoarthrosis, and adjacent segment disease are frequent complications of rigid stabilization and fusion surgery in elderly patients. In this study, we present the results of dynamic stabilization and 2-stage dynamic stabilization surgery for the treatment of spinal SCI. The advantages and disadvantages are discussed, especially as an alternative to fusion surgery. METHODS In our study, spinal, sagittal, and coronal deformities were corrected with dynamic stabilization performed in a single session in patients with good bone quality (without osteopenia and osteoporosis), while 2-stage surgery was performed in patients with poor bone quality (first stage: percutaneous placement of screws; second stage: placement of dynamic rods and correction of spinal SCI 4-6 months after the first stage). One-stage dynamic spinal instrumentation was applied to 20 of 25 patients with spinal SCI, and 2-stage dynamic spinal instrumentation was applied to the remaining 5 patients. RESULTS Spinal SCI was corrected with these stabilization systems. At 2-year follow-up, no significant loss was observed in the instrumentation system, while no significant loss of correction was observed in sagittal and coronal deformities. CONCLUSION In adult patients with spinal SCI, single or 2-stage dynamic stabilization is a viable alternative to fusion surgery due to the very low rate of instrument failure. CLINICAL RELEVANCE This study questions the use of dynamic stabilization systems for the treatment of adult degenerative deformities. LEVEL OF EVIDENCE: 4
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Affiliation(s)
- Ali Fahir Ozer
- Department of Neurosurgery, Koc University Hospital, Istanbul, Turkey
- Spine Center, Koc University Hospital, Istanbul, Turkey
- Bioengineering and Orthopaedic Surgery Colleges of Engineering and Medicine, University of Toledo, Toledo, OH, USA
| | - Mehmet Yigit Akgun
- Department of Neurosurgery, Koc University Hospital, Istanbul, Turkey
- Spine Center, Koc University Hospital, Istanbul, Turkey
| | - Ege Anil Ucar
- Faculty of Medicine, Koc University, Istanbul, Turkey
| | - Mehdi Hekimoglu
- Department of Neurosurgery, American Hospital, Istanbul, Turkey
| | | | | | - Sureyya Toklu
- Department of Neurosurgery, Erzurum Bolge Research and Education Hospital, Erzurum, Turkey
| | - Tunc Oktenoglu
- Department of Neurosurgery, Koc University Hospital, Istanbul, Turkey
- Spine Center, Koc University Hospital, Istanbul, Turkey
| | - Mehdi Sasani
- Department of Neurosurgery, Koc University Hospital, Istanbul, Turkey
- Spine Center, Koc University Hospital, Istanbul, Turkey
| | - Turgut Akgul
- Spine Center, Koc University Hospital, Istanbul, Turkey
| | - Ozkan Ates
- Department of Neurosurgery, Koc University Hospital, Istanbul, Turkey
- Spine Center, Koc University Hospital, Istanbul, Turkey
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18
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Nguyen AQ, Rodriguez C, Kumar R, Gupta S, Anderson DE, Saifi C. Biomechanical analysis of complications following T10-Pelvis spinal fusion: A population based computational study. J Biomech 2024; 165:111969. [PMID: 38394952 DOI: 10.1016/j.jbiomech.2024.111969] [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: 04/13/2023] [Revised: 01/22/2024] [Accepted: 01/28/2024] [Indexed: 02/25/2024]
Abstract
Proximal junctional kyphosis (PJK) and proximal junctional failure (PJF) are challenging complications of long fusion constructs for the treatment of adult spinal deformity. The objective of this study is to understand the biomechanical stresses proximal to the upper instrumentation of a T10-pelvis fusion in a large patient cohort. The pre-fusion models were subject-specific thoracolumbar spine models that incorporate the height, weight, spine curvature, and muscle morphology of 250 individuals from the Framingham Heart Study Multidetector CT Study. To create post-fusion models, the subject-specific models were further modified to eliminate motion between the intervertebral joints from T10 to the pelvis. OpenSim analysis tools were used to calculate the medial lateral shear force, anterior posterior shear force, and compressive force on the T9 vertebra during the static postures. Differences between pre-fusion and post-fusion T9 biomechanics were consistent between increased segmental mobility and unchanged segmental mobility conditions. For all static postures, compression decreased (p < 0. 0005). Anterior-posterior shear force significantly increased (p < 0. 0005) during axial twist and significantly increased (p < 0. 0005) during trunk flexion. Medial lateral shear force significantly increased (p < 0. 0005) during axial twist. This computational study provided the first use of subject-specific models to investigate the biomechanics of long spinal fusions. Patients undergoing T10-Pelvis fusion were predicted to have increased shear forces and decreased compressive force at the T9 vertebra, independent of change in segmental mobility. The computational model shows potential for the investigation of spinal fusion biomechanics to reduce the risk of PJK or PJF.
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Affiliation(s)
- Austin Q Nguyen
- Department of Orthopedic Surgery, Houston Methodist Hospital, Houston, TX, United States
| | - Christian Rodriguez
- Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, United States
| | - Rachit Kumar
- Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, United States
| | - Sachin Gupta
- Department of Orthopedic Surgery, University of Pennsylvania, Philadelphia, PA, United States
| | - Dennis E Anderson
- Center for Advanced Orthopaedic Studies, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Comron Saifi
- Department of Orthopedic Surgery, Houston Methodist Hospital, Houston, TX, United States.
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Kimura A, Shiraishi Y, Sawamura H, Inoue H, Takeshita K. Effectiveness of a two-stage posterior-anterior-posterior surgery using subcutaneously preserved autologous bone grafts for adult spinal deformity: a retrospective observational study. J Orthop Surg Res 2024; 19:91. [PMID: 38281002 PMCID: PMC10821239 DOI: 10.1186/s13018-024-04572-8] [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: 11/07/2023] [Accepted: 01/20/2024] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND To achieve optimal correction of rigid kyphoscoliosis, we developed a novel two-stage posterior-anterior-posterior (PAP) surgery using subcutaneously preserved autologous bone grafts. This study aimed to investigate the effectiveness of two-stage PAP surgery versus single-stage anterior-posterior (AP) surgery. METHODS This was a retrospective analysis of patients undergoing combined anterior-posterior long-level fusion for adult spinal deformity (ASD) with a minimum 2-year follow-up. The indications for two-stage PAP surgery were rigid thoracolumbar deformity associated with hypertrophic facet arthritis and/or a large pelvic incidence-lumbar lordosis mismatch of > 25°. In the first stage of PAP surgery, pedicle screw insertion and multilevel Ponte osteotomies were performed. The resected local bone was embedded under sutured fascia. One week later, the embedded bone was retrieved in the right lateral position and used as an autograft for lateral lumbar interbody fusion. Final deformity correction was performed in the prone position. RESULTS From January 2018 to April 2021, 12 and 16 patients with ASD underwent two-stage PAP surgery (PAP group) and single-stage AP surgery (AP group), respectively. Although PAP surgery was associated with a significantly longer operation time, the total blood loss volume was significantly less in the PAP group than the AP group. Compared with the AP group, the PAP group showed significantly larger postoperative changes in radiological parameters in the sagittal and coronal planes. The overall complication rate did not differ significantly between the two groups. CONCLUSION Two-stage PAP surgery provided effective correction of rigid kyphoscoliosis without increasing blood loss and postoperative complication rates.
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Affiliation(s)
- Atsushi Kimura
- Department of Orthopaedic Surgery, Jichi Medical University, 3311-1 Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan.
| | - Yasuyuki Shiraishi
- Department of Orthopaedic Surgery, Jichi Medical University, 3311-1 Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan
| | - Hideaki Sawamura
- Department of Orthopaedic Surgery, Jichi Medical University, 3311-1 Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan
| | - Hirokazu Inoue
- Department of Orthopaedic Surgery, Jichi Medical University, 3311-1 Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan
| | - Katsushi Takeshita
- Department of Orthopaedic Surgery, Jichi Medical University, 3311-1 Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan
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20
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Park Y, Kim J, Kim HJ, Oh S, Park JH, Shim D, Park JH. Comparative Study of Post-Surgical Outcomes in Pain, Disability, and Health-Related Quality of Life for Adult Spinal Deformity in Patients Aged above and below 75 Years. Life (Basel) 2023; 13:2329. [PMID: 38137930 PMCID: PMC10745042 DOI: 10.3390/life13122329] [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: 11/07/2023] [Revised: 12/05/2023] [Accepted: 12/08/2023] [Indexed: 12/24/2023] Open
Abstract
(1) Background: Adult spinal deformity (ASD) surgery is known to improve clinical and radiological parameters; however, it may also cause more complications in elderly patients. The purpose of this study was to compare the outcomes of ASD surgery, specifically regarding pain, disability, and health-related quality of life (HRQOL) in patients aged 75 years and over and patients aged under 75 years; (2) Methods: A total of 151 patients who underwent ASD surgery between August 2014 and September 2020 were included. Patients were divided into two groups based on whether they are 75 years and over or under. Radiological parameters measured included sagittal vertical axis (SVA), pelvic tilt (PT), and pelvic incidence (PI)- lumbar lordosis (LL). Data were collected 3, 6, and 12 months after surgery; (3) Results: At 12 months postoperatively, visual analog scale (VAS) for low back pain (p = 0.342), Oswestry disability index (ODI) (p = 0.087), and EuroQol 5-Dimensions (EQ-5D) (p = 0.125) did not differ between patients under 75 years and those 75 and above 75 group. PT (p = 0.675), PI-LL (p = 0.948), and SVA (p = 0.108) did not differ significantly 12 months after surgery in the two groups. In the entire patient group, compared to preoperative data, significant improvements were demonstrated for clinical and radiological parameters 12 months after surgery (all p < 0.001). The rate of medical complications did not correlate with age, but the rates of proximal junctional kyphosis (PJK) and proximal junctional failure (PJF) did (p = 0.638, p < 0.001, and p = 0.001, respectively); (4) Conclusions: In terms of clinical and radiological improvements, ASD surgery should be considered for patients regardless of whether they are younger than or older than 75 years. The clinical and radiological improvements and the risk of complications and revision surgeries must be considered in ASD patients who are 75 years or older.
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Affiliation(s)
- Yeonsu Park
- College of Medicine, Seoul National University, 103, Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
| | - Jiyoon Kim
- College of Medicine, Seoul National University, 103, Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
| | - Ho-Joong Kim
- Spine Center and Department of Orthopedic Surgery, Seoul National University College of Medicine and Seoul National University Bundang Hospital, 166 gumiro, Bundang-gu, Sungnam-si 13620, Republic of Korea;
| | - Seungtak Oh
- Spine Center and Department of Orthopedic Surgery, Seoul National University College of Medicine and Seoul National University Bundang Hospital, 166 gumiro, Bundang-gu, Sungnam-si 13620, Republic of Korea;
| | - Joon-Hee Park
- Department of Anesthesiology and Pain Medicine, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, 18, Cheonho-daero 173-gil, Gangdong-gu, Seoul 05355, Republic of Korea; (J.-H.P.); (D.S.)
| | - Daechul Shim
- Department of Anesthesiology and Pain Medicine, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, 18, Cheonho-daero 173-gil, Gangdong-gu, Seoul 05355, Republic of Korea; (J.-H.P.); (D.S.)
| | - Jin-Ho Park
- Spine Center and Department of Orthopedic Surgery, Seoul National University College of Medicine and Seoul National University Bundang Hospital, 166 gumiro, Bundang-gu, Sungnam-si 13620, Republic of Korea;
- Department of Orthopedic Surgery, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, 18, Cheonho-daero 173-gil, Gangdong-gu, Seoul 05335, Republic of Korea
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21
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Hey HWD, Wong HK, Liu GKP, Tay HW, Sardar ZM, Hasegawa K, Riahi H, Bourret S, Cerpa M, Le Huec JC, Lenke LG. Morphological description of sagittal lumbar spinal alignment using curve magnitude, span, and apex-the multiethnic alignment normative study (MEANS). Spine J 2023; 23:1709-1720. [PMID: 37442208 DOI: 10.1016/j.spinee.2023.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 06/20/2023] [Accepted: 07/01/2023] [Indexed: 07/15/2023]
Abstract
BACKGROUND CONTEXT Current definition of lumbar lordosis uses the L1-S1 angle. Prevailing classification of sagittal spinal morphology, derived from a young adult population, classifies the spine into four subtypes defined by their sacral slope (SS) and curve morphology. PURPOSE To describe physiological sagittal alignment of the lumbar spine across age groups using three main parameters that dictate the lumbar curve: angular magnitude, span, and apex. STUDY DESIGN A large, multicenter, cross-sectional radiographic comparison study. PATIENT SAMPLE Four hundred sixty-eight healthy, asymptomatic subjects aged 18 to 80 years from five countries (184 males, 284 females; 98 France, 119 Japan, 79 Singapore, 80 Tunisia, 92 USA, mean age 40.61±14.99 years). OUTCOME MEASURES Sagittal lumbar profile subtypes clustered based on lumbar curve angular magnitude (ie, Cobb angle of the lumbar lordosis), span, and apex, and described by sagittal radiographic parameters. METHODS Subjects underwent whole-body low-dose EOS stereoradiographs. Comparisons between conventional L1-S1 lumbar lordosis (cLL) and true lumbar lordosis (tLL, defined by the inflection-S1 angle) were conducted. Using the K-means clustering algorithm, lumbar curve angular magnitude, span and apex were used to classify sagittal spinal morphology into subtypes, stratified across age groups. Further univariate and multivariate analyses were conducted to compare radiographic parameters across subtypes, and identify predictors for the lumbar curve's angular magnitude, span and apex. RESULTS Mean cLL was -57.27±11.37°, and tLL was -62.62±10.76°. Using tLL, instead of cLL, to describe sagittal spinal morphology, we found significant differences in terms of angular magnitude of the lumbar curve, the median thoracolumbar inflection vertebral level and pelvic incidence-lumbar lordosis mismatch Multivariate analysis found a larger SS, more positive T9 tilt, and more kyphotic T4-T12 predictive for a more lordotic tLL, while a larger overhang distance predicted for a less lordotic tLL (p-values<.001). In addition, a larger T9 tilt, less lordotic L1-L5 and smaller PT were predictors of a more caudal thoracolumbar inflection and lumbar apical vertebral levels (p-values<.001). Sagittal lumbar profiles of subjects age<30 years, 30≤age<60 years and age≥60 years, could be classified into 4, 6, and 3 subtypes, respectively. CONCLUSIONS Sagittal lumbar profile subtypes vary across age groups, with more homogenous morphologies at the extremes of ages. Improved understanding of the morphological evolution of sagittal spinal profiles with age in asymptomatic individuals will help guide future individualized surgical treatment.
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Affiliation(s)
- Hwee Weng Dennis Hey
- Department of Orthopaedic Surgery, National University Health System, Singapore.
| | - Hee-Kit Wong
- Department of Orthopaedic Surgery, National University Health System, Singapore
| | - Gabriel Ka-Po Liu
- Department of Orthopaedic Surgery, National University Health System, Singapore
| | - Hui Wen Tay
- Department of Orthopaedic Surgery, National University Health System, Singapore
| | - Zeeshan M Sardar
- Department of Orthopedic Surgery, Columbia University Medical Center, The Och Spine Hospital at New York Presbyterian, New York, USA
| | - Kazuhiro Hasegawa
- Department of Orthopaedic Surgery, Niigata University School of Medicine, Niigata City, Japan
| | - Hend Riahi
- Department of Orthopaedic Surgery, Institut Kassab D'orthopédie, Ksar Said La Manouba, Tunis, Tunisia
| | - Stéphane Bourret
- Department of Orthopaedic Surgery, Polyclinique Bordeaux nord Aquitaine, Bordeaux 33000, France
| | - Meghan Cerpa
- Department of Orthopaedic Surgery, Columbia University Medical Center, The Och Spine Hospital at New York Presbyterian, New York, NY, USA
| | - Jean-Charles Le Huec
- Department of Orthopaedic Surgery, Polyclinique Bordeaux nord Aquitaine, Bordeaux 33000, France
| | - Lawrence G Lenke
- Department of Orthopaedic Surgery, Columbia University Medical Center, The Och Spine Hospital at New York Presbyterian, New York, NY, USA
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22
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Campbell PG, Nunley PD. The Lumbosacral Fractional Curve in Adult Degenerative Scoliosis. Neurosurg Clin N Am 2023; 34:537-544. [PMID: 37718100 DOI: 10.1016/j.nec.2023.06.001] [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] [Indexed: 09/19/2023]
Abstract
Spine surgeons are often faced with a profoundly difficult challenge in surgically treating adult degenerative scoliosis. Deformity correction surgery is complicated by the difficulty in offering extensive surgical corrections to the elderly, complication-prone population it commonly affects. As spine surgeons attempt to offer minimally invasive solutions to this disease process, the need for fusion of the fractional curve at L4, L5, and S1 may be discounted. A treatment strategy to identify, address, and treat the fractional curve with either open or minimally invasive techniques can lead to improved patient outcomes and decrease revision rates in this complicated pathologic process.
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Affiliation(s)
- Peter G Campbell
- Spine Institute of Louisiana, 1500 Line Avenue, Shreveport, LA 71101, USA.
| | - Pierce D Nunley
- Spine Institute of Louisiana, 1500 Line Avenue, Shreveport, LA 71101, USA
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23
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Vosoughi AS, Shekouhi N, Joukar A, Zavatsky M, Goel VK, Zavatsky JM. Lumbar Disc Degeneration Affects the Risk of Rod Fracture Following PSO; A Finite Element Study. Global Spine J 2023; 13:2336-2344. [PMID: 35225035 PMCID: PMC10538322 DOI: 10.1177/21925682221081797] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
STUDY DESIGN Finite element (FE) study. OBJECTIVE Pedicle subtraction osteotomy (PSO) is a surgical method to correct sagittal plane deformities. In this study, we aimed to investigate the biomechanical effects of lumbar disc degeneration on the instrumentation following PSO and assess the effects of using interbody spacers adjacent to the PSO level in a long instrumented spinal construct. METHODS A spinopelvic model (T10-pelvis) with PSO at the L3 level was used to generate 3 different simplified grades of degenerated lumbar discs (mild (Pfirrmann grade III), moderate (Pfirrmann grade IV), and severe (Pfirrmann grade V)). Instrumentation included eighteen pedicle screws and bilateral primary rods. To investigate the effect of interbody spacers, the model with normal disc height was modified to accommodate 2 interbody spacers adjacent to the PSO level through a lateral approach. For the models, the rods' stress distribution, PSO site force values, and the spine range of motion (ROM) were recorded. RESULTS The mildly, moderately, and severely degenerated models indicated approximately 10%, 26%, and 40% decrease in flexion/extension motion, respectively. Supplementing the instrumented spinopelvic PSO model using interbody spacers reduced the ROM by 22%, 21%, 4%, and 11% in flexion, extension, lateral bending, and axial rotation, respectively. The FE results illustrated lower von Mises stress on the rods and higher forces at the PSO site at higher degeneration grades and while using the interbody spacers. CONCLUSIONS Larger and less degenerated discs adjacent to the PSO site may warrant consideration for interbody cage instrumentation to decrease the risk of rod fracture and PSO site non-union.
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Affiliation(s)
- Ardalan Seyed Vosoughi
- Engineering Center for Orthopedic Research Excellence (E-CORE), Departments of Bioengineering and Orthopaedic Surgery, University of Toledo, Toledo, OH, USA
| | - Niloufar Shekouhi
- Engineering Center for Orthopedic Research Excellence (E-CORE), Departments of Bioengineering and Orthopaedic Surgery, University of Toledo, Toledo, OH, USA
| | - Amin Joukar
- Engineering Center for Orthopedic Research Excellence (E-CORE), Departments of Bioengineering and Orthopaedic Surgery, University of Toledo, Toledo, OH, USA
| | | | - Vijay K. Goel
- Engineering Center for Orthopedic Research Excellence (E-CORE), Departments of Bioengineering and Orthopaedic Surgery, University of Toledo, Toledo, OH, USA
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Seitz ML, Katz A, Strigenz A, Song J, Verma RB, Virk S, Silber J, Essig D. Modified frailty index independently predicts morbidity in patients undergoing 3-column osteotomy. Spine Deform 2023; 11:1177-1187. [PMID: 37074517 DOI: 10.1007/s43390-023-00685-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: 04/13/2022] [Accepted: 04/01/2023] [Indexed: 04/20/2023]
Abstract
PURPOSE Adult Spinal Deformity (ASD) includes a spectrum of spinal conditions that can be associated with significant pain and loss of function. While 3-column osteotomies have been the procedures of choice for ASD patients, there is also a substantial risk for complications. The prognostic value of the modified 5-item frailty index (mFI-5) for these procedures has not yet been studied. The goal of this study is to evaluate the association of mFI-5 with 30-day morbidity, readmission, and reoperation following a 3-column osteotomy. METHODS The National Surgical Quality Improvement Program (NSQIP) database was queried to identify patients undergoing 3-Column Osteotomy procedures from 2011-2019. Multivariate modeling was utilized to assess mFI-5 and other demographic, comorbidity, laboratory, and perioperative variables as independent predictors of morbidity, readmission, and reoperation. RESULTS N = 971. Multivariate analysis revealed that mFI-5 = 1 (OR = 1.62, p = 0.015) and mFI-5 ≥ 2 (OR = 2.17, p = 0.004) were significant independent predictors of morbidity. mFI-5 ≥ 2 was a significant independent predictor of readmission (OR = 2.16, p = 0.022) while mFI-5 = 1 was not a significant predictor of readmission (p = 0.053). Frailty did not predict reoperation. CONCLUSION Frailty as defined by mFI-5 strongly and independently predicted increased odds of postoperative morbidity for patients undergoing 3-column osteotomy as surgical intervention for ASD. Only mFI-5 ≥ 2 was a significant independent predictor of readmission, while frailty did not predict reoperation. Other variables independently predicted increased and decreased odds of postoperative morbidity, readmission, and reoperation. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Mitchell Lee Seitz
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA.
| | - Austen Katz
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
| | - Adam Strigenz
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
| | - Junho Song
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
| | - Rohit B Verma
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
| | - Sohrab Virk
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
| | - Jeff Silber
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
| | - David Essig
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, 270-05 76th Avenue, New Hyde Park, NY, 11040, USA
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25
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Kaps D, Siebers HL, Betz U, Pfirrmann D, Eschweiler J, Hildebrand F, Betsch M, Huthwelker J, Wolf C, Drees P, Konradi J. Creation and Evaluation of a Severity Classification of Hyperkyphosis and Hypolordosis for Exercise Therapy. Life (Basel) 2023; 13:1392. [PMID: 37374174 DOI: 10.3390/life13061392] [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: 04/19/2023] [Revised: 05/30/2023] [Accepted: 06/06/2023] [Indexed: 06/29/2023] Open
Abstract
The rise in the occurrence of musculoskeletal disorders, such as thoracic hyperkyphosis (THK) or lumbar hypolordosis (LHL), is a result of demographic changes. Exercise therapy is an effective approach that can reduce related disabilities and costs. To ensure successful therapy, an individualized exercise program adapted to the severity of the disorder is expedient. Nevertheless, appropriate classification systems are scarce. This project aimed to develop and evaluate a severity classification focused on exercise therapy for patients with THK or LHL. A multilevel severity classification was developed and evaluated by means of an online survey. Reference limits of spinal shape angles were established by data from video rasterstereography of 201 healthy participants. A mean kyphosis angle of 50.03° and an average lordosis angle of 40.72° were calculated as healthy references. The strength of the multilevel classification consisting of the combination of subjective pain and objective spinal shape factors was confirmed by the survey (70% agreement). In particular, the included pain parameters were considered relevant by 78% of the experts. Even though the results of the survey provide important evidence for further analyses and optimization options of the classification system, the current version is still acceptable as therapeutic support.
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Affiliation(s)
- David Kaps
- Center for Mental Health, Hospital Stuttgart-Bad Cannstatt Hospital, 70374 Stuttgart, Germany
- Department of Orthopaedics, Trauma and Reconstructive Surgery, Uniklinik RWTH Aachen, 52074 Aachen, Germany
- Institute of Social Science, Media, and Sports, Johannes Gutenberg-University Mainz, 55128 Mainz, Germany
| | - Hannah L Siebers
- Department of Orthopaedics, Trauma and Reconstructive Surgery, Uniklinik RWTH Aachen, 52074 Aachen, Germany
| | - Ulrich Betz
- Institute of Physical Therapy, Prevention and Rehabilitation (IPTPR), University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany
| | - Daniel Pfirrmann
- Institute of Social Science, Media, and Sports, Johannes Gutenberg-University Mainz, 55128 Mainz, Germany
| | - Jörg Eschweiler
- Department of Orthopaedics, Trauma and Reconstructive Surgery, Uniklinik RWTH Aachen, 52074 Aachen, Germany
| | - Frank Hildebrand
- Department of Orthopaedics, Trauma and Reconstructive Surgery, Uniklinik RWTH Aachen, 52074 Aachen, Germany
| | - Marcel Betsch
- Department of Orthopedics and Trauma Surgery, University Hospital Erlangen of the University Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Janine Huthwelker
- Department of Orthopaedics, Trauma and Reconstructive Surgery, Uniklinik RWTH Aachen, 52074 Aachen, Germany
| | - Claudia Wolf
- Institute of Physical Therapy, Prevention and Rehabilitation (IPTPR), University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany
| | - Philipp Drees
- Department of Orthopedics and Trauma Surgery, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany
| | - Jürgen Konradi
- Institute of Physical Therapy, Prevention and Rehabilitation (IPTPR), University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany
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Haffer H, Muellner M, Chiapparelli E, Dodo Y, Moser M, Zhu J, Shue J, Sama AA, Cammisa FP, Girardi FP, Hughes AP. Bone microstructure and volumetric bone mineral density in patients with global sagittal malalignment. 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 2023; 32:2228-2237. [PMID: 37115283 DOI: 10.1007/s00586-023-07654-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 02/28/2023] [Accepted: 03/12/2023] [Indexed: 04/29/2023]
Abstract
PURPOSE Sagittal spinal malalignment often leads to surgical realignment, which is associated with major complications. Low bone mineral density (BMD) and impaired bone microstructure are risk factors for instrumentation failure. This study aims to demonstrate differences in volumetric BMD and bone microstructure between normal and pathological sagittal alignment and to determine the relationships among vBMD, microstructure, sagittal spinal and spinopelvic alignment. METHODS A retrospective, cross-sectional study of patients who underwent lumbar fusion for degeneration was conducted. The vBMD of the lumbar spine was assessed by quantitative computed tomography. Bone biopsies were evaluated using microcomputed tomography (μCT). C7-S1 sagittal vertical axis (SVA; ≥ 50 mm malalignment) and spinopelvic alignment were measured. Univariate and multivariable linear regression analysis evaluated associations among the alignment, vBMD and μCT parameters. RESULTS A total of 172 patients (55.8% female, 63.3 years, BMI 29.7 kg/m2, 43.0% with malalignment) including N = 106 bone biopsies were analyzed. The vBMD at levels L1, L2, L3 and L4 and the trabecular bone (BV) and total volume (TV) were significantly lower in the malalignment group. SVA was significantly correlated with vBMD at L1-L4 (ρ = -0.300, p < 0.001), BV (ρ = - 0.319, p = 0.006) and TV (ρ = - 0.276, p = 0.018). Significant associations were found between PT and L1-L4 vBMD (ρ = - 0.171, p = 0.029), PT and trabecular number (ρ = - 0.249, p = 0.032), PT and trabecular separation (ρ = 0.291, p = 0.012), and LL and trabecular thickness (ρ = 0.240, p = 0.017). In the multivariable analysis, a higher SVA was associated with lower vBMD (β = - 0.269; p = 0.002). CONCLUSION Sagittal malalignment is associated with lower lumbar vBMD and trabecular microstructure. Lumbar vBMD was significantly lower in patients with malalignment. These findings warrant attention, as malalignment patients may be at a higher risk of surgery-related complications due to impaired bone. Standardized preoperative assessment of vBMD may be advisable.
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Affiliation(s)
- Henryk Haffer
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY, USA
- Center for Musculoskeletal Surgery, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Maximilian Muellner
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY, USA
- Center for Musculoskeletal Surgery, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Erika Chiapparelli
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY, USA
| | - Yusuke Dodo
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY, USA
| | - Manuel Moser
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY, USA
- Department of Spine Surgery, Lucerne Cantonal Hospital, Lucerne, Switzerland
| | - Jiaqi Zhu
- Department of Epidemiology and Biostatistics, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY, USA
| | - Jennifer Shue
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY, USA
| | - Andrew A Sama
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY, USA
| | - Frank P Cammisa
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY, USA
| | - Federico P Girardi
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY, USA
| | - Alexander P Hughes
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY, USA.
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Shen F, Kim HJ, Jeon SW, Chang BS, Lee CK, Yeom JS. Influence of Handgrip Strength and Paraspinal Muscles' Volume on Clinical Outcomes in the Patients With Each Sagittal Imbalance and Lumbar Spinal Stenosis. Global Spine J 2023; 13:609-616. [PMID: 33719649 DOI: 10.1177/21925682211001871] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
STUDY DESIGN Cross-sectional study. OBJECTIVE To compare handgrip strength (HGS), paraspinal muscles' (PSM) volume, and their effects on clinical symptom severity between the patients with sagittal imbalance (SI) and symptomatic lumbar spinal stenosis (LSS). METHODS A total of 54 paired consecutive patients with SI and LSS were enrolled after propensity score matching. Preoperative HGS, cross-sectional area (CSA) of psoas (PS) and multifidus (MF) muscles, and patient-reported measures, including visual analog scale (VAS) for back/ leg pain, Oswestry Disability Index (ODI), and EuroQOL (EQ-5D) were compared between both groups. Within each SI and LSS group, patient-reported measures were compared between high and low HGS subgroups. The correlation of HGS and CSA of PSMs to patient-reported measures was evaluated. RESULTS There was no difference in HGS between 2 groups, however, the CSA of PS and MF muscles in SI group was significantly lower than those in LSS group. Patients with low HGS showed inferior results for ODI and EQ-5D, compared to those with high HGS subgroup in both SI and LSS groups. HGS and CSA of MF muscle were correlated with ODI in both groups. CONCLUSIONS There was no significant difference between the SI and LSS groups in HGS, however, PSMs' volume in SI group were significantly lower than those in LSS group. Therefore SI would be associated with loss of localized muscle mass in back area, rather than global skeletal muscle weakness. HGS and PSMs' volume were adversely associated with functional status in SI and LSS patients.
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Affiliation(s)
- Feng Shen
- Department of Orthopedic Surgery, the 235960Affiliated Hospital of Qingdao University, Qingdao, China
| | - Ho-Joong Kim
- Spine Center and Department of Orthopedic Surgery, 37990Seoul National University College of Medicine and Seoul National University Bundang Hospital, Sungnam, Korea
| | - Seung Won Jeon
- Spine Center and Department of Orthopedic Surgery, 37990Seoul National University College of Medicine and Seoul National University Bundang Hospital, Sungnam, Korea
| | - Bong-Soon Chang
- Department of Orthopedic Surgery, Seoul National University College of Medicine and 58927Seoul National University Hospital, Seoul, Korea
| | - Choon-Ki Lee
- Department of Orthopedic Surgery, Seoul National University College of Medicine and 58927Seoul National University Hospital, Seoul, Korea
| | - Jin S Yeom
- Spine Center and Department of Orthopedic Surgery, 37990Seoul National University College of Medicine and Seoul National University Bundang Hospital, Sungnam, Korea
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Sardi JP, Lazaro B, Smith JS, Kelly MP, Dial B, Hills J, Yanik EL, Gupta M, Baldus CR, Yen CP, Lafage V, Ames CP, Bess S, Schwab F, Shaffrey CI, Bridwell KH. Rod fractures in thoracolumbar fusions to the sacrum/pelvis for adult symptomatic lumbar scoliosis: long-term follow-up of a prospective, multicenter cohort of 160 patients. J Neurosurg Spine 2023; 38:217-229. [PMID: 36461845 DOI: 10.3171/2022.8.spine22423] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 08/04/2022] [Indexed: 02/04/2023]
Abstract
OBJECTIVE Previous reports of rod fracture (RF) in adult spinal deformity are limited by heterogeneous cohorts, low follow-up rates, and relatively short follow-up durations. Since the majority of RFs present > 2 years after surgery, true occurrence and revision rates remain unclear. The objectives of this study were to better understand the risk factors for RF and assess its occurrence and revision rates following primary thoracolumbar fusions to the sacrum/pelvis for adult symptomatic lumbar scoliosis (ASLS) in a prospective series with long-term follow-up. METHODS Patient records were obtained from the Adult Symptomatic Lumbar Scoliosis-1 (ASLS-1) database, an NIH-sponsored multicenter, prospective study. Inclusion criteria were as follows: patients aged 40-80 years undergoing primary surgeries for ASLS (Cobb angle ≥ 30° and Oswestry Disability Index ≥ 20 or Scoliosis Research Society-22r ≤ 4.0 in pain, function, and/or self-image) with instrumented fusion of ≥ 7 levels that included the sacrum/pelvis. Patients with and without RF were compared to assess risk factors for RF and revision surgery. RESULTS Inclusion criteria were met by 160 patients (median age 62 years, IQR 55.7-67.9 years). At a median follow-up of 5.1 years (IQR 3.8-6.6 years), there were 92 RFs in 62 patients (38.8%). The median time to RF was 3.0 years (IQR 1.9-4.54 years), and 73% occurred > 2 years following surgery. Based on Kaplan-Meier analyses, estimated RF rates at 2, 4, 5, and 8 years after surgery were 11%, 24%, 35%, and 49%, respectively. Baseline radiographic, clinical, and demographic characteristics were similar between patients with and without RF. In Cox regression models, greater postoperative pelvic tilt (HR 1.895, 95% CI 1.196-3.002, p = 0.0065) and greater estimated blood loss (HR 1.02, 95% CI 1.005-1.036, p = 0.0088) were associated with increased risk of RF. Thirty-eight patients (61% of all RFs) underwent revision surgery. Bilateral RF was predictive of revision surgery (HR 3.52, 95% CI 1.8-6.9, p = 0.0002), while patients with unilateral nondisplaced RFs were less likely to require revision (HR 0.39, 95% CI 0.18-0.84, p = 0.016). CONCLUSIONS This study provides what is to the authors' knowledge the highest-quality data to date on RF rates following ASLS surgery. At a median follow-up of 5.1 years, 38.8% of patients had at least one RF. Estimated RF rates at 2, 4, 5, and 8 years after surgery were 11%, 24%, 35%, and 49%, respectively. Greater estimated blood loss and postoperative pelvic tilt were significant risk factors for RF. These findings emphasize the importance of long-term follow-up to realize the true prevalence and cumulative incidence of RF.
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Affiliation(s)
- Juan Pablo Sardi
- 1Department of Neurosurgery, University of Virginia Health System, Charlottesville, Virginia
| | - Bruno Lazaro
- 1Department of Neurosurgery, University of Virginia Health System, Charlottesville, Virginia
| | - Justin S Smith
- 1Department of Neurosurgery, University of Virginia Health System, Charlottesville, Virginia
| | - Michael P Kelly
- 2Department of Orthopedic Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Brian Dial
- 2Department of Orthopedic Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Jeffrey Hills
- 2Department of Orthopedic Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Elizabeth L Yanik
- 2Department of Orthopedic Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Munish Gupta
- 2Department of Orthopedic Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Christine R Baldus
- 2Department of Orthopedic Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Chun Po Yen
- 1Department of Neurosurgery, University of Virginia Health System, Charlottesville, Virginia
| | | | - Christopher P Ames
- 4Department of Neurosurgery, University of California, San Francisco, California
| | - Shay Bess
- 5Denver International Spine Center, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, Colorado; and
| | | | - Christopher I Shaffrey
- Departments of6Neurosurgery and
- 7Orthopedic Surgery, Duke University, Durham, North Carolina
| | - Keith H Bridwell
- 2Department of Orthopedic Surgery, Washington University School of Medicine, St. Louis, Missouri
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Amirouche F, Dolan M, Pradhan S, Mikhael M, Monsef JB. Assessment of Cervical and Lumbar Kinematics in Simulated Open and Closed Kinetic Chain. Int J Spine Surg 2023; 17:51-59. [PMID: 36302601 PMCID: PMC10025859 DOI: 10.14444/8382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND The pelvic girdle and spine vertebral column work as a long chain influenced by pelvic tilt. This study aims to assess the effect of open and closed chain anterior pelvic tilt (APT) or posterior pelvic tilt (PPT) on cervical and lumbar spine kinematics using an in vitro cadaveric spine model. METHODS Three human cadaveric spines with intact pelvis were suspended with the skull fixed in a metal frame. Optotrak 3-dimensional motion system captured coordinates of pin markers at 24 different points for real-time tracking of cervical and lumbar regions. Additional geometric parameters were measured to calculate pelvic incidence and pelvic tilt. A force-torque digital gauge applied consistent force to standardize the acetabular or sacral axis' APT and PPT during simulated open- and closed-chain movements, respectively. RESULTS In closed-chain PPT, significant differences in relative intervertebral decompression were noted between spinal levels C2/C3 (4.85 mm) and C5/C6 (1.26 mm), while compression was noted between L1/L2 (-2.54 mm) and L5/S1 (-11.84 mm) and between L3/L4 (-2.78 mm) and L5/S1 (-11.84 mm) (P < 0.05). Displacement during closed-chain PPT was significantly greater than during open-chain PPT for cervical and lumbar spines. In closed-chain APT, significant differences in relative intervertebral decompression were noted between spinal levels L1/L2 (2.87 mm) and L5/S1 (24.48 mm) and between L3/L4 (2.94 mm) and L5/S1 (24.48 mm) (P < 0.05). Pelvic incidence remained the same as the pelvis tilted anterior and posterior. CONCLUSIONS In PPT, open-chain pelvic tilts did not produce as much cervical and lumbar intervertebral displacement compared with closed-chain pelvic tilts. In contrast, APT saw fewer differences between open- and closed-chain tilting. There was a reciprocal relationship between pelvic tilt and sacral slope, producing a constant pelvic incidence throughout all pelvic tilt angles. CLINICAL RELEVANCE The results of this study may help determine how a patient's pelvic tilt is causing pain and using that knowledge to guide rehabilitation of stabilizing muscles. The data produced here may also be helpful in determining which rehabilitation exercises may be more difficult or prone to injury for patients with either excessive anterior or posterior pelvic tilt.
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Affiliation(s)
- Farid Amirouche
- Department of Orthopaedic Surgery, Northshore University HealthSystem an Affiliate of University of Chicago Pritzker School of Medicine, Evanston, IL, USA
- Department of Orthopaedic Surgery, University of Illinois College of Medicine at Chicago, Chicago, IL, USA
| | - Martine Dolan
- Department of Orthopaedic Surgery, University of Illinois College of Medicine at Chicago, Chicago, IL, USA
| | - Sonia Pradhan
- Department of Orthopaedic Surgery, University of Illinois College of Medicine at Chicago, Chicago, IL, USA
| | - Mark Mikhael
- Department of Orthopaedic Surgery, Northshore University HealthSystem an Affiliate of University of Chicago Pritzker School of Medicine, Evanston, IL, USA
- Orthopaedic Spine Surgery, Illinois Bone and Joint Institute, Glenview, IL, USA
| | - Jad Bou Monsef
- Department of Orthopaedic Surgery and Rehabilitation Medicine, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
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Ignasiak D, Behm P, Mannion AF, Galbusera F, Kleinstück F, Fekete TF, Haschtmann D, Jeszenszky D, Zimmermann L, Richner-Wunderlin S, Vila-Casademunt A, Pellisé F, Obeid I, Pizones J, Sánchez Pérez-Grueso FJ, Karaman MI, Alanay A, Yilgor Ç, Ferguson SJ, Loibl M. Association between sagittal alignment and loads at the adjacent segment in the fused spine: a combined clinical and musculoskeletal modeling study of 205 patients with adult spinal deformity. 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 2023; 32:571-583. [PMID: 36526952 DOI: 10.1007/s00586-022-07477-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 11/18/2022] [Accepted: 11/22/2022] [Indexed: 12/23/2022]
Abstract
PURPOSE Sagittal malalignment is a risk factor for mechanical complications after surgery for adult spinal deformity (ASD). Spinal loads, modulated by sagittal alignment, may explain this relationship. The aims of this study were to investigate the relationships between: (1) postoperative changes in loads at the proximal segment and realignment, and (2) absolute postoperative loads and postoperative alignment measures. METHODS A previously validated musculoskeletal model of the whole spine was applied to study a clinical sample of 205 patients with ASD. Based on clinical and radiographic data, pre-and postoperative patient-specific alignments were simulated to predict loads at the proximal segment adjacent to the spinal fusion. RESULTS Weak-to-moderate associations were found between pre-to-postop changes in lumbar lordosis, LL (r = - 0.23, r = - 0.43; p < 0.001), global tilt, GT (r = 0.26, r = 0.38; p < 0.001) and the Global Alignment and Proportion score, GAP (r = 0.26, r = 0.37; p < 0.001), and changes in compressive and shear forces at the proximal segment. GAP score parameters, thoracic kyphosis measurements and the slope of upper instrumented vertebra were associated with changes in shear. In patients with T10-pelvis fusion, moderate-to-strong associations were found between postoperative sagittal alignment measures and compressive and shear loads, with GT showing the strongest correlations (r = 0.75, r = 0.73, p < 0.001). CONCLUSIONS Spinal loads were estimated for patient-specific full spinal alignment profiles in a large cohort of patients with ASD pre-and postoperatively. Loads on the proximal segments were greater in association with sagittal malalignment and malorientation of proximal vertebra. Future work should explore whether they provide a causative mechanism explaining the associated risk of proximal junction complications.
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Affiliation(s)
- Dominika Ignasiak
- Institute for Biomechanics, ETH Zurich, HPP O13, Hönggerbergring 64, 8093, Zurich, Switzerland.
| | - Pascal Behm
- Institute for Biomechanics, ETH Zurich, HPP O13, Hönggerbergring 64, 8093, Zurich, Switzerland
| | - Anne F Mannion
- Department of Teaching, Research and Development, Schulthess Klinik, Zurich, Switzerland
| | - Fabio Galbusera
- Department of Teaching, Research and Development, Schulthess Klinik, Zurich, Switzerland
| | - Frank Kleinstück
- Department of Spine Surgery, Schulthess Klinik, Zurich, Switzerland
| | - Tamás F Fekete
- Department of Spine Surgery, Schulthess Klinik, Zurich, Switzerland
| | | | - Dezsö Jeszenszky
- Department of Spine Surgery, Schulthess Klinik, Zurich, Switzerland
| | - Laura Zimmermann
- Department of Teaching, Research and Development, Schulthess Klinik, Zurich, Switzerland
| | | | | | - Ferran Pellisé
- Spine Surgery Unit, Hospital Vall d'Hebron, Barcelona, Spain
| | - Ibrahim Obeid
- Pellegrin Bordeaux University Hospital, 33000, Bordeaux, France
| | - Javier Pizones
- Spine Surgery Unit, Hospital Universitario La Paz, Madrid, Spain
| | | | | | - Ahmet Alanay
- Department of Orthopedics and Traumatology, Acibadem Mehmet Ali Aydınlar University School of Medicine, Istanbul, Turkey
| | - Çaglar Yilgor
- Department of Orthopedics and Traumatology, Acibadem Mehmet Ali Aydınlar University School of Medicine, Istanbul, Turkey
| | - Stephen J Ferguson
- Institute for Biomechanics, ETH Zurich, HPP O13, Hönggerbergring 64, 8093, Zurich, Switzerland
| | - Markus Loibl
- Department of Spine Surgery, Schulthess Klinik, Zurich, Switzerland
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Parent EC, Vaclavik M, Bourgoin C, Hebert C, Bouwmeester M, Cheslock S, Collins R, Potgieter S, Coles M, Schreiber S, Donzelli S, Warner C. Inventory of Patient-Reported Outcome Measures Used in the Non-Operative Care of Scoliosis: A Scoping Review. CHILDREN (BASEL, SWITZERLAND) 2023; 10:239. [PMID: 36832368 PMCID: PMC9954663 DOI: 10.3390/children10020239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 01/12/2023] [Accepted: 01/21/2023] [Indexed: 01/31/2023]
Abstract
It is unclear which patient-reported outcome measures (PROMs) can assess non-operative care for scoliosis. Most existing tools aim to assess the effects of surgery. This scoping review aimed to inventory the PROMs used to assess non-operative scoliosis treatment by population and languages. We searched Medline (OVID) as per COSMIN guidelines. Studies were included if patients were diagnosed with idiopathic scoliosis or adult degenerative scoliosis and used PROMs. Studies without quantitative data or reporting on fewer than 10 participants were excluded. Nine reviewers extracted the PROMs used, the population(s), language(s), and study setting(s). We screened 3724 titles and abstracts. Of these, the full texts of 900 articles were assessed. Data were extracted from 488 studies, in which 145 PROMs were identified across 22 languages and 5 populations (Adolescent Idiopathic Scoliosis, Adult Degenerative Scoliosis, Adult Idiopathic Scoliosis, Adult Spine Deformity, and an Unclear category). Overall, the most used PROMs were the Oswestry Disability Index (ODI, 37.3%), Scoliosis Research Society-22 (SRS-22, 34.8%), and the Short Form-36 (SF-36, 20.1%), but the frequency varied by population. It is now necessary to determine the PROMs that demonstrate the best measurement properties in the non-operative treatment of scoliosis to include in a core set of outcomes.
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Affiliation(s)
- Eric C. Parent
- Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, 2-50 Corbett Hall, Edmonton, AB T6G 2G4, Canada
| | - Matthew Vaclavik
- Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, 2-50 Corbett Hall, Edmonton, AB T6G 2G4, Canada
| | - Cody Bourgoin
- Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, 2-50 Corbett Hall, Edmonton, AB T6G 2G4, Canada
| | - Courtney Hebert
- Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, 2-50 Corbett Hall, Edmonton, AB T6G 2G4, Canada
| | - Megan Bouwmeester
- Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, 2-50 Corbett Hall, Edmonton, AB T6G 2G4, Canada
| | - Sarah Cheslock
- Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, 2-50 Corbett Hall, Edmonton, AB T6G 2G4, Canada
- The Foundation for Student Science and Technology, Ottawa, ON K1P 5J3, Canada
| | - Rebecca Collins
- Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, 2-50 Corbett Hall, Edmonton, AB T6G 2G4, Canada
- The Foundation for Student Science and Technology, Ottawa, ON K1P 5J3, Canada
| | - Stefan Potgieter
- Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, 2-50 Corbett Hall, Edmonton, AB T6G 2G4, Canada
| | - Mark Coles
- Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, 2-50 Corbett Hall, Edmonton, AB T6G 2G4, Canada
| | - Sanja Schreiber
- Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, 2-50 Corbett Hall, Edmonton, AB T6G 2G4, Canada
| | - Sabrina Donzelli
- Italian Scientific Spine Institute (ISICO), Via Bellarmino 13/1, 20141 Milano, Italy
| | - Camille Warner
- Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, 2-50 Corbett Hall, Edmonton, AB T6G 2G4, Canada
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Contartese D, Salamanna F, Brogini S, Martikos K, Griffoni C, Ricci A, Visani A, Fini M, Gasbarrini A. Fast-track protocols for patients undergoing spine surgery: a systematic review. BMC Musculoskelet Disord 2023; 24:57. [PMID: 36683022 PMCID: PMC9869597 DOI: 10.1186/s12891-022-06123-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 12/29/2022] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND CONTEXT Fast-track is an evidence-based multidisciplinary strategy for pre-, intra-, and postoperative management of patients during major surgery. To date, fast-track has not been recognized or accepted in all surgical areas, particularly in orthopedic spine surgery where it still represents a relatively new paradigm. PURPOSE The aim of this review was provided an evidenced-based assessment of specific interventions, measurement, and associated outcomes linked to enhanced recovery pathways in spine surgery field. METHODS We conducted a systematic review in three databases from February 2012 to August 2022 to assess the pre-, intra-, and postoperative key elements and the clinical evidence of fast-track protocols as well as specific interventions and associated outcomes, in patients undergoing to spine surgery. RESULTS We included 57 full-text articles of which most were retrospective. Most common fast-track elements included patient's education, multimodal analgesia, thrombo- and antibiotic prophylaxis, tranexamic acid use, urinary catheter and drainage removal within 24 hours after surgery, and early mobilization and nutrition. All studies demonstrated that these interventions were able to reduce patients' length of stay (LOS) and opioid use. Comparative studies between fast-track and non-fast-track protocols also showed improved pain scores without increasing complication or readmission rates, thus improving patient's satisfaction and functional recovery. CONCLUSIONS According to the review results, fast-track seems to be a successful tool to reduce LOS, accelerate return of function, minimize postoperative pain, and save costs in spine surgery. However, current studies are mainly on degenerative spine diseases and largely restricted to retrospective studies with non-randomized data, thus multicenter randomized trials comparing fast-track outcomes and implementation are mandatory to confirm its benefit in spine surgery.
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Affiliation(s)
- Deyanira Contartese
- grid.419038.70000 0001 2154 6641Surgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
| | - Francesca Salamanna
- grid.419038.70000 0001 2154 6641Surgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
| | - Silvia Brogini
- grid.419038.70000 0001 2154 6641Surgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
| | - Konstantinos Martikos
- grid.419038.70000 0001 2154 6641Spine Surgery, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Cristiana Griffoni
- grid.419038.70000 0001 2154 6641Spine Surgery, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Alessandro Ricci
- grid.419038.70000 0001 2154 6641Anesthesia-resuscitation and Intensive care, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Andrea Visani
- grid.419038.70000 0001 2154 6641Surgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
| | - Milena Fini
- grid.419038.70000 0001 2154 6641Scientific Direction, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Alessandro Gasbarrini
- grid.419038.70000 0001 2154 6641Spine Surgery, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
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The postoperative course of mechanical complications in adult spinal deformity surgery. Spine Deform 2023; 11:175-185. [PMID: 36063294 DOI: 10.1007/s43390-022-00576-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 08/20/2022] [Indexed: 10/14/2022]
Abstract
PURPOSE (a) Describe the time course of each mechanical complication, and (b) compare radiographic measurements and preoperative patient-reported outcome measures (PROMs) among each mechanical complication type. METHODS A single-institution case-control study was undertaken of patients undergoing adult spinal deformity (ASD) surgery from 2009-2017. Exposure variables included patient demographics, operative variables, radiographic measurements, and preoperative PROMs, including Oswestry Disability Index (ODI), Numeric Rating Scale Back/Leg-pain scores (NRS-Back/Leg), and EuroQol-5D (EQ-5D). The primary outcomes were occurrence of a mechanical complication and time to complication. Due to overlapping occurrence, rod fracture and pseudarthrosis were grouped into one composite category. RESULTS 145 patients underwent ASD surgery and were followed for at least 2 years. 30/47 (63.8%) patients with proximal junctional kyphosis (PJK) required reoperation, whereas 27/31 (87.1%) patients with pseudarthrosis/rod fracture required reoperation (63.8% vs. 87.1%, Χ2 = -0.23, 95% CI -0.41, -0.05, p = 0.023). Cox regression showed no significant difference in time to reoperation between PJK and rod fracture/pseudarthrosis (HR = 0.97, 95% CI 0.85-1.11, p = 0.686). Distal junctional kyphosis (DJK) (N = 3; 2 reoperation) and implant failures (N = 4; 0 reoperations) were rare. Patients with PJK had significantly lower Hounsfield Units preoperatively compared to those with pseudarthrosis/rod fracture (138.2 ± 43.8 vs. 160.3 ± 41.0, mean difference (MD) = -22.1, 95% CI -41.8, -2.4, p = 0.028), more prior fusions (51.1% vs. 25.8%, Χ2 = 0.253, 95% CI 0.41, 0.46, p = 0.026), fewer instrumented vertebrae (9.2 ± 2.6 vs. 10.7 ± 2.5, MD = -1.5, 95% CI -2.7, -0.31, p = 0.013), and higher postoperative thoracic kyphosis (TK) (46.3 ± 12.7 vs. 34.9 ± 10.6, MD = 11.4, 95% CI 5.9, 16.9, p < 0.001). Higher postoperative C7 sagittal vertical axis (SVA) did not achieve a significant difference (80.7 ± 72.1 vs. 51.9 ± 57.3, MD = 28.8, 95% CI -1.9, 59.5, p = 0.066). No differences were seen in preoperative PROMs. CONCLUSION Patients with pseudarthrosis/rod fracture had a higher reoperation rate compared to those with PJK with similar time to reoperation. Moreover, patients with PJK had higher postoperative TK, lower Hounsfield Units, more prior fusions, and fewer instrumented levels compared to those with pseudarthrosis/rod fracture. The results of this single-institution study suggest that even though mechanical complications are often analyzed as a single group, important differences may exist between them. LEVEL OF EVIDENCE III.
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Yang H, Liu J, Hai Y, Han B. What Are the Benefits of Lateral Lumbar Interbody Fusion on the Treatment of Adult Spinal Deformity: A Systematic Review and Meta-Analysis Deformity. Global Spine J 2023; 13:172-187. [PMID: 35442824 PMCID: PMC9837508 DOI: 10.1177/21925682221089876] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
STUDY DESIGN A systematic review and meta-analysis. OBJECTIVE The purpose of this systematic review and meta-analysis was to compare the efficacy of lateral lumbar interbody fusion (LLIF) combined with posterior spinal fusion (PSF) with that of conventional PSF in the treatment of adult spinal deformity (ASD). METHODS A comprehensive literature search was performed for relevant studies in PubMed, EMBASE, Web of Science, and the Cochrane Library. Spinopelvic parameters, surgical data, complications, and clinical outcomes at the last follow-up were compared between patients with ASD who underwent LLIF combined with PSF (LLIF+PSF group) and those who underwent conventional PSF (only-PSF group). RESULTS Ten studies, comprising 621 patients with ASD (313 in the LLIF+PSF group and 308 in the only-PSF group), were included. The level of evidence was III for 7 studies and IV for 3 studies. There was no significant difference in the improvement in the visual analog scale score, systemic complication rate, and revision rate between groups. In the LLIF+PSF group, we noted a superior restoration of lumbar lordosis (weighted mean difference [WMD], 9.77; 95% confidence interval [CI] 7.10 to 12.44, P < .001), pelvic tilt (WMD, -2.50; 95% CI -4.25 to -.75, P = .005), sagittal vertical axis (WMD, -21.92; 95% CI -30.73 to -13.11, P < .001), and C7 plumb line-center sacral vertical line (WMD, -4.03; 95% CI -7.52 to -.54, P = .024); a lower estimated blood loss (WMD, -719.99; 95% CI -1105.02 to -334.96, P < .001) while a prolonged operating time (WMD, 104.89; 95% CI 49.36 to 160.43, P < .001); lower incidence of pseudarthrosis (risk ratio [RR], .26; 95% CI .08 to .79, P = .017) while higher incidence of neurologic deficits (RR, 2.04; 95% CI 1.27 to 3.25, P = .003); and a better improvement in Oswestry Disability Index score (WMD, -7.04; 95% CI -10.155 to -3.93, P < .001) and Scoliosis Research Society-22 total score (WMD, .27; 95% CI .11 to .42, P = .001). The level of evidence in this systematic review and meta-analysis was II. CONCLUSION Compared with conventional PSF, LLIF combined with PSF was associated with superior restoration of sagittal and coronal alignment, lower incidence of pseudarthrosis, better improvement in quality of life, and less surgical invasiveness in the treatment of ASD, albeit at the cost of prolonged surgical times and substantially high incidence of lower extremity symptoms. Surgeons should weigh the advantages and disadvantages of this procedure, and inform patients about its side effects.
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Affiliation(s)
- Honghao Yang
- Department of Orthopedic Surgery, Beijing Chao-Yang
Hospital, Beijing, China
| | - Jingwei Liu
- Department of Orthopedic Surgery, Beijing Chao-Yang
Hospital, Beijing, China
| | - Yong Hai
- Department of Orthopedic Surgery, Beijing Chao-Yang
Hospital, Beijing, China,*Yong Hai, Department of Orthopedic
Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Gongti South
Rd, No. 8, Beijing 100020, China.
| | - Bo Han
- Department of Orthopedic Surgery, Beijing Chao-Yang
Hospital, Beijing, China
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Wondra JP, Kelly MP, Greenberg J, Yanik EL, Ames C, Pellise F, Vila-Casademunt A, Smith JS, Bess S, Shaffrey C, Lenke LG, Serra-Burriel M, Bridwell K. Validation of Adult Spinal Deformity Surgical Outcome Prediction Tools in Adult Symptomatic Lumbar Scoliosis. Spine (Phila Pa 1976) 2023; 48:21-28. [PMID: 35797629 PMCID: PMC9771887 DOI: 10.1097/brs.0000000000004416] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 06/03/2022] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN A post hoc analysis. OBJECTIVE Advances in machine learning (ML) have led to tools offering individualized outcome predictions for adult spinal deformity (ASD). Our objective is to examine the properties of these ASD models in a cohort of adult symptomatic lumbar scoliosis (ASLS) patients. SUMMARY OF BACKGROUND DATA ML algorithms produce patient-specific probabilities of outcomes, including major complication (MC), reoperation (RO), and readmission (RA) in ASD. External validation of these models is needed. METHODS Thirty-nine predictive factors (12 demographic, 9 radiographic, 4 health-related quality of life, 14 surgical) were retrieved and entered into web-based prediction models for MC, unplanned RO, and hospital RA. Calculated probabilities were compared with actual event rates. Discrimination and calibration were analyzed using receiver operative characteristic area under the curve (where 0.5=chance, 1=perfect) and calibration curves (Brier scores, where 0.25=chance, 0=perfect). Ninety-five percent confidence intervals are reported. RESULTS A total of 169 of 187 (90%) surgical patients completed 2-year follow up. The observed rate of MCs was 41.4% with model predictions ranging from 13% to 68% (mean: 38.7%). RO was 20.7% with model predictions ranging from 9% to 54% (mean: 30.1%). Hospital RA was 17.2% with model predictions ranging from 13% to 50% (mean: 28.5%). Model classification for all three outcome measures was better than chance for all [area under the curve=MC 0.6 (0.5-0.7), RA 0.6 (0.5-0.7), RO 0.6 (0.5-0.7)]. Calibration was better than chance for all, though best for RA and RO (Brier Score=MC 0.22, RA 0.16, RO 0.17). CONCLUSIONS ASD prediction models for MC, RA, and RO performed better than chance in a cohort of adult lumbar scoliosis patients, though the homogeneity of ASLS affected calibration and accuracy. Optimization of models require samples with the breadth of outcomes (0%-100%), supporting the need for continued data collection as personalized prediction models may improve decision-making for the patient and surgeon alike.
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Affiliation(s)
- James P. Wondra
- Department of Orthopedic Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Michael P. Kelly
- Department of Orthopaedic Surgery, Rady Children’s Hospital, University of California, San Diego, San Diego, CA
| | - Jacob Greenberg
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Elizabeth L. Yanik
- Department of Orthopedic Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Christopher Ames
- Department of Neurosurgery, University of California, San Francisco, California. Etc
| | | | | | - Justin S. Smith
- Department of Neurological Surgery, University of Virginia, Charlottesville, VA
| | - Shay Bess
- Denver International Spine Center, Denver, Colorado
| | | | - Lawrence G. Lenke
- Och Spine Hospital, Columbia University College of Physicians and Surgeons, New York, NY
| | - Miquel Serra-Burriel
- Center for Research in Health and Economics, Universitat Pompeu Fabra, Barcelona, Spain
| | - Keith Bridwell
- Department of Orthopedic Surgery, Washington University School of Medicine, St. Louis, Missouri
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Vasilenko II, Evsyukov AV, Ryabykh SO, Amelina EV, Kubetsky YE, Garipov II, Rzaev JA. Treatment of patients with degenerative deformities of the lumbar spine using MIS technologies: analysis of 5-year results. HIRURGIÂ POZVONOČNIKA (SPINE SURGERY) 2022. [DOI: 10.14531/ss2022.4.52-59] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Objective. To analyze the results of the use of minimally invasive technologies in the treatment of patients with degenerative deformity of the lumbar spine.Material and Methods. Design: Single-center, non-randomized continuous retrospective cohort study. The level of evidence is 3b (UK Oxford, version 2009). A total of 57 patients (10 men and 47 women) were operated for degenerative scoliosis of the lumbar spine using minimally invasive techniques. The quality of life indicators using ODI, SF-36, VAS, as well as linear and angulometric parameters of the spine were studied.Results. The age of patients ranged from 37 to 81 years (62/62 [55; 67], hereinafter the data format is mean/median [1; 3rd quartile]). In the postoperative period, patients operated on with MIS techniques showed a statistically significant decrease in pain by 4.3/4.0 [3; 6] points in the lumbar spine, and by 4.3/4.0 [3; 6] points in the legs. Quality of life indicators according to ODI improved by 24/23 [19; 29], and the level of functional adaptation according to the SF-36 questionnaire – by 18/18 [14; 21] in terms of physical parameters and by 18/20 [16; 23] in terms of mental parameters. The deformity angle in the frontal plane according to Cobb decreased by 12.9°/13.0° [10°; 17°], lumbar lordosis changed by 3.3°/2.0° [-1°; 7°], segmental angle L4–S1 – by 1.0°/0.0° [-5°; 7°], and SVA changed by -7.5/-2.0 [-29; 15] mm. As a result of minimally invasive surgical intervention, a good clinical result was obtained in correcting the scoliotic deformity angle from 17.5°/16.0° [11°; 22°] to 4.6°/4.0° [1°; 7°].Conclusion. The study showed the effectiveness of minimally invasive surgical treatment of degenerative scoliosis of the lumbar spine with short-segment fixation, which allowed obtaining satisfactory clinical results in 93 % of cases with a minimum number of complications (7 %).
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Affiliation(s)
- I. I. Vasilenko
- Federal Neurosurgical Center;
Research Institute of Clinical and Experimental Lymphology
132/1 Nemirovicha-Danchenko str., Novosibirsk, 630087, Russia;
6 Arbuzova str., Novosibirsk, 630117, Russia
| | - A. V. Evsyukov
- National Ilizarov Medical Research Center for Traumatology and Ortopedics
6 M. Ulyanovoj str., Kurgan, 640014, Russia
| | - S. O. Ryabykh
- National Medical Research Center for Traumatology and Orthopedics n.a. N.N. Priorov
10 Priorova str., Moscow, 127299, Russia
| | - E. V. Amelina
- Novosibirsk State University
1 Pirogova str., Novosibirsk, 630090, Russia
| | - Yu. E. Kubetsky
- Federal Center of Neurosurgery
132/1 Nemirovicha-Danchenko str., Novosibirsk, 630087, Russia
| | - I. I. Garipov
- National Ilizarov Medical Research Center for Traumatology and Ortopedics
6 M. Ulyanovoj str., Kurgan, 640014, Russia
| | - J. A. Rzaev
- Federal Neurosurgical Center;
Novosibirsk State University
132/1 Nemirovicha-Danchenko str., Novosibirsk, 630087, Russia;
2 Pirogova str., Novosibirsk, 630090, Russia
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37
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Huec JCL, Sardar ZM, Quarto E, Cerpa M, Kelly MP, Hasegawa K, Dennis Hey HW, Wong HK, Riahi H, Lenke LG, Bourret S. Cervical Inclination Angle: Normative Values in an Adult Multiethnic Asymptomatic Population. Neurospine 2022; 19:883-888. [PMID: 36597624 PMCID: PMC9816599 DOI: 10.14245/ns.2244892.446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 12/12/2022] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE The role of the craniocervical complex in spinal sagittal alignment has rarely been analyzed but it may play a fundamental role in postoperative mechanical complications. The aim of the study is to analyze the normative value of the cervical inclination angle (CIA) in an adult asymptomatic multiethnic population. METHODS Standing full-spine EOS of adult asymptomatic volunteers from 5 different countries were analyzed. The CIA was analyzed globally and then in each decade of life. Different ethnicities were compared. Comparisons between different groups was performed using a t-test and statistical significance was considered with a p-value < 0.05. RESULTS EOS of 468 volunteers were analyzed. The global mean CIA was 80.2° with a maximum difference of 9° between T1 and T12 (p < 0.001). The CIA remains constant until 60 years old then decreases significantly passing from a mean value before 20 years old of 82.25° to 73.65° after 70 years old. A statistically significant difference was found between the Arabics and other ethnicities with the formers having an inferior CIA: this was related to a mean older age (p < 0.05) and higher body mass index (p < 0.05) in the Arabics. CONCLUSION The CIA remains constant until 60 years old and then reduces slightly but never under 70°. This angle is helpful to evaluate the lever arm at the upper instrumented vertebra after an adult spinal deformity surgery and could predict the occurrence of a proximal junctional kyphosis when its value is lower than normal. Further clinical studies must confirm this theory.
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Affiliation(s)
- Jean Charles Le Huec
- Polyclinique Bordeaux Nord Aquitaine, Bordeaux, France,Corresponding Author Jean Charles Le Huec Polyclinique Bordeaux Nord Aquitaine, Bordeaux University, 15 rue Boucher, 33000 Bordeaux, France Email :
| | - Zeeshan M. Sardar
- The Spine Hospital, NewYork-Presbyterian/Columbia University Irving Medical Center, New York, NY, USA
| | | | - Meghan Cerpa
- The Spine Hospital, NewYork-Presbyterian/Columbia University Irving Medical Center, New York, NY, USA
| | - Michael P. Kelly
- Department of Orthopaedic Surgery, Washington University, St. Louis, MO, USA
| | | | - Hwee Weng Dennis Hey
- Department of Orthopedic Surgery, National University Hospital (Singapore), Singapore
| | - Hee-Kit Wong
- Department of Orthopedic Surgery, National University Hospital (Singapore), Singapore
| | - Hend Riahi
- Institut Kassab D’orthopédie, Ksar Said La Manouba, Tunis, Tunisia
| | - Lawrence G. Lenke
- The Spine Hospital, NewYork-Presbyterian/Columbia University Irving Medical Center, New York, NY, USA
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Biomechanical Comparison of Multilevel Lumbar Instrumented Fusions in Adult Spinal Deformity According to the Upper and Lower Fusion Levels: A Finite Element Analysis. BIOMED RESEARCH INTERNATIONAL 2022; 2022:2534350. [PMID: 36506913 PMCID: PMC9729043 DOI: 10.1155/2022/2534350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 11/11/2022] [Accepted: 11/14/2022] [Indexed: 12/03/2022]
Abstract
Multilevel lumbar fusion with posterior pedicle screw fixation is a widely performed surgical procedure for the management of adult spinal deformity. However, there has not been a comprehensive biomechanical study on the different types of fusion levels in terms of stability and possible complications. We aimed to investigate the biomechanical properties of multilevel lumbar fusion according to different types of upper and lower fusion levels. Six different types of fusions were performed using three-dimensional finite element models. Type A and B referred to the group of which upper fusion level was L1 and T10, respectively. Subtype 1, 2, and 3 referred to the group of which lower fusion level was L5, S1, and ilium, respectively (A1, L1-L5; A2, L1-S1; A3, L1-ilium; B1, T10-L5; B2, T10-S1; B3, T10-ilium). Flexion, extension, axial rotation, and lateral bending moments were applied, and the risk of screw loosening and failure and adjacent segment degeneration (ASD) was analyzed. Stress at the bone-screw interface of type B3 was lowest in overall motions. The risk of screw failure showed increasing pattern as the upper and lower levels extended in all motions. Proximal range of motion (ROM) increased as the lower fusion level changed from L5 to S1 and the ilium. For axial rotation, type B3 showed higher proximal ROM (16.2°) than type A3 (11.8°). In multilevel lumbar fusion surgery for adult spinal deformity, adding iliac screws and increasing the fusion level to T10-ilium may lower the risk of screw loosening. In terms of screw failure and proximal ASD, however, T10-ilium fusion has a higher potential risk compared with other fusion types. These results will contribute for surgeons to provide adequate patient education regarding screw failure and proximal ASD, when performing multilevel lumbar fusion.
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Bowden D, Michielli A, Merrill M, Will S. Systematic review and meta-analysis for the impact of rod materials and sizes in the surgical treatment of adult spine deformity. Spine Deform 2022; 10:1265-1278. [PMID: 35904725 PMCID: PMC9579115 DOI: 10.1007/s43390-022-00556-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2022] [Accepted: 07/09/2022] [Indexed: 11/30/2022]
Abstract
PURPOSE To assess clinical and safety outcomes associated with different rod materials and diameters in adult spinal deformity (ASD) surgery. METHODS A systematic literature review and meta-analysis evaluated ASD surgery using pedicle screw fixation systems with rods of different materials and sizes. Postoperative outcomes (i.e., Cobb, sagittal vertical axis, and pelvic tilt angle) and complications (i.e., pseudarthrosis and rod breakage) were assessed. Random effects models (REMs) pooled data for outcomes reported in ≥ 2 studies. RESULTS Among 50 studies evaluating ASD surgery using pedicle screw fixation systems, 17 described rod material/diameter. Postoperative outcomes did not statistically differ between cobalt-chromium (CoCr) vs. titanium (Ti) rods (n = 2 studies; mean [95% confidence interval (CI)] sagittal vertical axis angle: CoCr 37.00° [18.58°-55.42°] and Ti 32.58° [24.62°-40.54°]; mean [95% CI] pelvic tilt angle: CoCr 26.20° [22.87°-29.53°] and Ti 20.15° [18.0°-22.31°]). The pooled proportion (95% CI) of pseudarthrosis was 15% (7-22%) for CoCr and 12% (- 8-32%) for stainless steel (SS) (n = 2 studies each; Chi2 = 0.07, p = 0.79). The pooled proportion (95% CI) of broken rods was 12% (1-22%) for Ti (n = 3 studies) and 10% (2-19) for CoCr (n = 1 study). Among 6.0-6.35 mm rods, the pooled (95% CI) postoperative Cobb angle (n = 2) was 12.01° (9.75°-14.28°), sagittal vertical axis angle (n = 4) was 35.32° (30.02°-40.62°), and pelvic tilt angle was 21.11° (18.35°-23.86°). CONCLUSIONS For ASD patients undergoing posterior fixation and fusion, there are no statistically significant differences in postoperative outcomes or complications among rods of varying materials and diameters. Benchmark postsurgical outcomes and complication rates by rod material and diameter are provided. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Dawn Bowden
- DePuy Synthes Spine, Johnson and Johnson Medical Devices, 325 Paramount Drive, Raynham, MA, 02767, USA.
| | - Annalisa Michielli
- DePuy Synthes Spine, Johnson and Johnson Medical Devices, 325 Paramount Drive, Raynham, MA, 02767, USA
| | - Michelle Merrill
- DePuy Synthes Spine, Johnson and Johnson Medical Devices, 325 Paramount Drive, Raynham, MA, 02767, USA
| | - Steven Will
- DePuy Synthes Spine, Johnson and Johnson Medical Devices, 325 Paramount Drive, Raynham, MA, 02767, USA
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40
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Kim HJ, Yang JH, Chang DG, Lenke LG, Suh SW, Nam Y, Park SC, Suk SI. Adult Spinal Deformity: A Comprehensive Review of Current Advances and Future Directions. Asian Spine J 2022; 16:776-788. [PMID: 36274246 PMCID: PMC9633249 DOI: 10.31616/asj.2022.0376] [Citation(s) in RCA: 65] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 10/10/2022] [Indexed: 11/30/2022] Open
Abstract
Owing to rapidly changing global demographics, adult spinal deformity (ASD) now accounts for a significant proportion of the Global Burden of Disease. Sagittal imbalance caused by age-related degenerative changes leads to back pain, neurological deficits, and deformity, which negatively affect the health-related quality of life (HRQoL) of patients. Along with the recognized regional, global, and sagittal spinopelvic parameters, poor paraspinal muscle quality has recently been acknowledged as a key determinant of the clinical outcomes of ASD. Although the Scoliosis Research Society-Schwab ASD classification system incorporates the radiological factors related to HRQoL, it cannot accurately predict the mechanical complications. With the rapid advances in surgical techniques, many surgical options for ASD have been developed, ranging from minimally invasive surgery to osteotomies. Therefore, structured patient-specific management is important in surgical decision-making, selecting the proper surgical technique, and to prevent serious complications in patients with ASD. Moreover, utilizing the latest technologies such as robotic-assisted surgery and machine learning, should help in minimizing the surgical risks and complications in the future.
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Affiliation(s)
- Hong Jin Kim
- Department of Orthopaedic Surgery, Inje University Sanggye Paik Hospital, College of Medicine, Inje University, Seoul, Korea
| | - Jae Hyuk Yang
- Department of Orthopaedic Surgery, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Dong-Gune Chang
- Department of Orthopaedic Surgery, Inje University Sanggye Paik Hospital, College of Medicine, Inje University, Seoul, Korea
- Corresponding author: Dong-Gune Chang Spine Center and Department of Orthopaedic Surgery, Inje University Sanggye Paik Hospital, 1342 Dongil-ro, Nowon-gu, Seoul 01757, Korea Tel: +82-2-950-1284, Fax: +82-2-950-1287, E-mail:
| | - Lawrence G. Lenke
- Department of Orthopaedic Surgery, The Daniel and Jane Och Spine Hospital, Columbia University, New York, NY, USA
| | - Seung Woo Suh
- Department of Orthopaedic Surgery, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Korea
| | - Yunjin Nam
- Department of Orthopaedic Surgery, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Korea
| | - Sung Cheol Park
- Department of Orthopaedic Surgery, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Se-Il Suk
- Department of Orthopaedic Surgery, Inje University Sanggye Paik Hospital, College of Medicine, Inje University, Seoul, Korea
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41
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Alvarez Reyes A, Jack AS, Hurlbert RJ, Ramey WL. Complications in the Elderly Population Undergoing Spinal Deformity Surgery: A Systematic Review and Meta-Analysis. Global Spine J 2022; 12:1934-1942. [PMID: 35220801 PMCID: PMC9609511 DOI: 10.1177/21925682221078251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
STUDY DESIGN Systematic Review and Meta-Analysis. OBJECTIVES The elderly have an increased risk of perioperative complications for Adult Spinal Deformity (ASD) corrections. Stratification of these perioperative complications based on risk type and specific risk factors, however, remain unclear. This paper will systematically review perioperative risk factors in the elderly undergoing ASD correction stratified by type: medical, implant-related, proximal junctional kyphosis (PJK), and need for revision surgery. METHODS A systematic review was performed using the PRISMA guidelines. A query of PubMed was performed to identify publications pertinent to ASD in the elderly. Publications included in this review focused on patients ≥65 years old who underwent operative management for ASD to assess for risk factors of perioperative complications. RESULTS A total of 734 unique citations were screened resulting in ten included articles for this review. Pooled incidence of perioperative complications included medical complications (21%), implant-related complications (16%), PJK (29%), and revision surgery (13%). Meta-analysis calculated greater preoperative PT (WMD 2.66; 95% Cl .36-4.96; P = .02), greater preoperative SVA (WMD 2.24; 95% Cl .62-3.86; P = .01), and greater postoperative SVA (WMD .97; 95% Cl .03-1.90; P = .04) to significantly correlate with development of PJK with no evidence of publication bias or concerns in study heterogeneity. CONCLUSIONS There is a paucity of literature describing perioperative complications in the elderly following ASD surgery. Appropriate understanding of modifiable risk factors for the development of medical and implant-related complications, proximal junctional kyphosis, and revision surgeries presents an opportunity to decrease morbidity and improve patient outcomes.
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Affiliation(s)
- Angelica Alvarez Reyes
- Department of Neurosurgery, Banner University of Arizona Medical Center -
Tucson, Tucson AZ, USA
| | - Andrew S. Jack
- Division of Neurosurgery, University of Alberta, Edmonton, Alberta, Canada
| | - R. John Hurlbert
- Department of Neurosurgery, Banner University of Arizona Medical Center -
Tucson, Tucson AZ, USA
| | - Wyatt L. Ramey
- Department of Neurological Surgery, Houston Methodist Hospital, Houston, TX, USA
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The Relationship Among Surgeon Experience, Complications, and Radiographic Outcomes in Spine Deformity Surgery: The Experience of a Junior Surgeon. World Neurosurg 2022; 168:e399-e407. [DOI: 10.1016/j.wneu.2022.10.068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Revised: 10/18/2022] [Accepted: 10/19/2022] [Indexed: 11/11/2022]
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Aili A, Ma Y, Sui J, Dai J, Zhu X, Muheremu A. Application of 3D printed models in the surgical treatment of spinal deformity. Am J Transl Res 2022; 14:6341-6348. [PMID: 36247257 PMCID: PMC9556452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 07/25/2022] [Indexed: 06/16/2023]
Abstract
OBJECTIVE To test if preoperative planning with 3 dimensional (3D)-printed spine models can increase the effectiveness and safety of spinal deformity surgery. METHODS A total of 53 patients who were treated in our center for spinal deformities from January 2010 to January 2018 were included in the current study. They were divided into two groups based on whether 3D-printed models were used in the surgical planning. A total of 28 patients who were treated with 3D-printed models were assigned to the experimental group, and 25 patients who were treated with conventional methods were assigned to the control group. Duration of surgery, intraoperative hemorrhage, incidence of surgery related complications, Oswestry disability index (ODI), visual analogue scale (VAS), and Cobb's angle were compared between the two groups before and after surgery. RESULTS There were significant differences in the duration of surgery, intraoperative hemorrhage and intraoperative x-ray exposure between the two groups (P<0.01). Cobb's angle was smaller in the experimental group than in the control group when measured three days and a year after surgery (P<0.01). Although there was no significant difference between the experimental and control groups (P>0.05), Oswestry disability index and VAS pain scores were lower a month and a year after the surgery than before the surgery (P<0.01). CONCLUSION Surgical planning using 3D-printed spine models can decrease the operation time, intraoperative hemorrhage, and x-ray exposure, and help achieve satisfactory structural restoration in patients with severe spinal deformity.
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Affiliation(s)
- Abudunaibi Aili
- Department of Spine Surgery, Sixth Affiliated Hospital of Xinjiang Medical UniversityUrumqi 86830001, Xinjiang, China
- Xinjiang Institute of Spine SurgeryUrumqi 86830001, Xinjiang, China
| | - Yuan Ma
- Department of Spine Surgery, Sixth Affiliated Hospital of Xinjiang Medical UniversityUrumqi 86830001, Xinjiang, China
- Xinjiang Institute of Spine SurgeryUrumqi 86830001, Xinjiang, China
| | - Jiangtao Sui
- Department of Spine Surgery, Sixth Affiliated Hospital of Xinjiang Medical UniversityUrumqi 86830001, Xinjiang, China
- Xinjiang Institute of Spine SurgeryUrumqi 86830001, Xinjiang, China
| | - Jie Dai
- Department of Spine Surgery, Sixth Affiliated Hospital of Xinjiang Medical UniversityUrumqi 86830001, Xinjiang, China
- Xinjiang Institute of Spine SurgeryUrumqi 86830001, Xinjiang, China
| | - Xu Zhu
- Department of Spine Surgery, Sixth Affiliated Hospital of Xinjiang Medical UniversityUrumqi 86830001, Xinjiang, China
- Xinjiang Institute of Spine SurgeryUrumqi 86830001, Xinjiang, China
| | - Aikeremujiang Muheremu
- Department of Spine Surgery, Sixth Affiliated Hospital of Xinjiang Medical UniversityUrumqi 86830001, Xinjiang, China
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Brown NJ, Jammal OA, Himstead A, Shahrestani S, Yang C, Patel NA, Gendreau JL, Sahyouni R, Diaz-Aguilar LD, Pham MH. Demographic Predictors of Treatment and Complications for Adult Spinal Deformity: An Analysis of the National Inpatient Sample. Clin Neurol Neurosurg 2022; 222:107423. [PMID: 36063642 DOI: 10.1016/j.clineuro.2022.107423] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 08/18/2022] [Accepted: 08/20/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE To examine the role of demographics on surgical management and inpatient complications in patients with spinal deformity between 2010 and 2014 via retrospective analysis. METHODS Data were obtained from the National Inpatient Sample (NIS). International Classification of Diseases 9th revision codes were used to identify patients with a primary diagnosis of adult spinal deformity (ASD). Multivariable Poisson regression analyses were used to determine whether any individual demographic variables were predictive of surgical management, surgical complexity, postoperative complications and revision operations. RESULTS 17,433 patients were identified for analysis. Surgical intervention was performed for 94.5% of patients with a primary diagnosis of ASD. Patients at urban teaching hospitals were the most likely to receive surgery (OR= 2.13; 95% CI 1.51-2.95; p < 0.001) relative to rural patients. Female patients were the majority undergoing surgery and were more likely to receive a complication or require a revision when controlling for surgical complexity. Medicare patients were the least likely to undergo surgery and the most likely to receive complex fusion when undergoing an operation. Medicare patients were the least likely to experience complications (OR=0.89; 95% CI 0.80-0.98; p = 0.022) after adjusting for surgical complexity. With regards to race and ethnicity, Hispanics had a decreased likelihood of receiving a revision surgery. CONCLUSION There were substantial differences in rates of surgical management, postoperative complications, and revisions among individuals of different demographics including sex, insurance status, ethnicity and hospital teaching status. Further research evaluating the effect of demographics in spine surgery is warranted to fully understand their influence on patient outcomes.
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Kia C, Yannopoulos A, Gulati S, Cremins M, Cote M, Moss I. Modifiable Patient Factors Demonstrate No Increased Risk for 30-Day Complication Rate for Elective 1-2 Level Posterior Lumbar Fusion Surgery: A Comparison Between a National Database and Local Registry. Int J Spine Surg 2022; 16:8296. [PMID: 35835573 PMCID: PMC9421259 DOI: 10.14444/8296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND While national databases provide large datasets that can be used to understand trends over time, their correlation with prospectively collected data from local registries has not been established. The purpose of the study was to compare differences in patient demographics and adverse events for patients undergoing elective posterior spinal fusion (PSF) between a national database and institutional registry. METHODS A retrospective chart review was performed. A total of 14,618 patients (13,678 patients from the National Surgical Quality Improvement Program [NSQIP] database and 940 patients from the institutional registry) who underwent elective 1- to 2-level PSF were included in the study. Preoperative patient demographics and comorbidities of each cohort were compared. In addition, postoperative 30-day complications and readmission were collected. A multivariate analysis was performed to examine for differences in risk factors for 30-day adverse events between the 2 cohorts. RESULTS A total of 13,678 patients from the NSQIP database and 940 patients from the institutional cohort were included for analysis. Mean age was similar between patient cohorts (60.8 ± 13.1NSQIP vs 58.8 ± 12.9registry), with NSQIP having significantly more patients over the age of 65 (41.4% vs 33.2%, P < 0.001). Overall complication rate was similar between NSQIP (6.8%) and the institutional registry (8.4%). Both found age and female sex to be significant predictors of 30-day adverse events, while obesity, hypertension, and smoking were only found to be predictive in the NSQIP database. CONCLUSIONS Age and female sex were found to be independent risk factors for 30-day adverse events between both cohorts, while only NSQIP found modifiable comorbidities to be significant predictors. Although large databases allow for trends in quality over time, subtleties in practice variation and data collection methods at the individual institution level need to be considered when generalizing findings, especially as it pertains to modifiable factors. CLINICAL RELEVANCE Quality metrics and risk factors for patient outcomes are often derived from national databases. This study highlights the differences between study results when outcomes are derived from an institutional registry compared to a national database. LEVEL OF EVIDENCE: 3
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Affiliation(s)
- Cameron Kia
- Department of Orthopaedics, University of Connecticut Health Center, Farmington, CT, USA
| | - Aris Yannopoulos
- Department of Orthopaedics, Saint Francis Hospital and Medical Center, Hartford, CT, USA
- Musculoskeletal Outcomes Institute, Saint Francis Hospital and Medical Center, Hartford, CT, USA
| | - Sagar Gulati
- Department of Orthopaedics, University of Connecticut Health Center, Farmington, CT, USA
| | - Michael Cremins
- Musculoskeletal Outcomes Institute, Saint Francis Hospital and Medical Center, Hartford, CT, USA
| | - Mark Cote
- Department of Orthopaedics, University of Connecticut Health Center, Farmington, CT, USA
| | - Isaac Moss
- Department of Orthopaedics, University of Connecticut Health Center, Farmington, CT, USA
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Wang J, Oe S, Yamato Y, Hasegawa T, Yoshida G, Banno T, Arima H, Mihara Y, Ide K, Watanabe Y, Nakai K, Kurosu K, Matsuyama Y. Preoperative Malnutrition-Associated Spinal Malalignment with Patient-Reported Outcome Measures in Adult Spinal Deformity Surgery: A 2-Year Follow-Up Study. Spine Surg Relat Res 2022; 7:74-82. [PMID: 36819638 PMCID: PMC9931416 DOI: 10.22603/ssrr.2022-0098] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 06/04/2022] [Indexed: 11/05/2022] Open
Abstract
Introduction Malnutrition could lead to additional medical complications, and the prognostic nutrition index (PNI) is evaluated to assess the nutritional status of patients. However, the midterm postoperative outcomes of malnutrition in patients with adult spinal deformity (ASD) are unclear. This study aims to investigate postoperative midterm spinal alignment and patients' reported outcome measures (PROMs) in malnourished patients with ASD. Methods This study recruited 303 ASD patients who underwent surgery. Adult patients ≥50 years old were categorized into the PNI <50 (L group) and the PNI ≥50 (H group) groups. Demographic data, medical complications, mechanical complications, radiographic parameters, Oswestry Disability Index (ODI), and Scoliosis Research Society-22 (SRS-22) were analyzed. Results In this study, 303 patients participated, with 132 and 171 patients in the L and H groups, respectively. Significant differences were noted between the L and H groups in body mass index (22.5 vs. 23.6 kg/m2, p=0.011), autoimmune disease (9.8% vs. 2.3%, p=0.005), and total number of medical complications (47.7% vs. 33.3%, p=0.011). The T1 slope was significantly higher in the L group than in the H group preoperatively (36.5 vs. 32.8°, p=0.042). However, no significant differences were noted in mechanical complications, ODI, SRS-22 scores, or radiographic parameters 2 years postoperatively between the L and H groups, except for the sagittal vertical axis (73.1 vs. 55.7 mm, p=0.014). Conclusions No significant difference was noted in the incidence of mechanical complications and PROMs 2 years postoperatively. Malnourished status was related to medical complications and global malalignment. However, good surgical outcomes can be expected even for malnourished patients.
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Affiliation(s)
- Jili Wang
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Shin Oe
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan,Division of Geriatric Musculoskeletal Health, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Yu Yamato
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan,Division of Geriatric Musculoskeletal Health, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Tomohiko Hasegawa
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Go Yoshida
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Tomohiro Banno
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Hideyuki Arima
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Yuki Mihara
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Koichiro Ide
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Yuh Watanabe
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Keiichi Nakai
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Kenta Kurosu
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Yukihiro Matsuyama
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
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Gadot R, Anand A, Verla T, Muir M, Winocour SJ, Reece EM, Ropper AE. Complex Wound Closure in Adult Spinal Deformity Surgery Reduces Complications in High-Risk Patients. World Neurosurg 2022; 162:e561-e567. [PMID: 35331948 DOI: 10.1016/j.wneu.2022.03.057] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Revised: 03/13/2022] [Accepted: 03/14/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Adult spinal deformity (ASD) surgery is becoming increasingly prevalent. Soft tissue defects arising from revision closure and impaired healing can predispose to wound complications including dehiscence and infection. Soft tissue coverage with local muscle flaps has been shown to minimize wound complications in high-risk patients. In this study we evaluate the role of complex wound closure in preventing wound complications in high-risk spinal deformity patients. METHODS The authors retrospectively reviewed charts of patients who underwent ASD surgery. Patients were stratified into muscle flap advancement (by neurosurgery or plastic surgery) closure versus primary approximation by neurosurgery. Relevant patient and operative factors were collected and summarized using descriptive statistics. Outcomes of interest included wound complication and revision surgery. RESULTS Ninety-four cases met inclusion criteria including 56 wounds closed by neurosurgery and 38 wounds closed by plastic surgery (PRS). Of the neurosurgery wounds, 31 and 25 were closed by primary approximation and muscular flap advancement, respectively. Patients operated on by PRS were higher risk than all patients operated on only by neurosurgery (P = 0.0037) but were not significantly higher risk than the neurosurgery performed flap cohort (P = 0.4914). In subgroup analysis, despite similar levels of risk, the PRS population experienced lower rates of any wound complication (P = 0.028) and specifically dehiscence (P = 0.029) compared with the neurosurgery performed flap closure cohort. CONCLUSIONS Prophylactic involvement of plastic surgery in ASD surgery wound closure may improve wound outcomes in higher risk patients. A multidisciplinary approach with plastic and spine surgeons may lessen the risk of wound complications in high-risk spine surgeries.
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Affiliation(s)
- Ron Gadot
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Adrish Anand
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Terence Verla
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Matthew Muir
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Sebastian J Winocour
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA; Divsion of Plastic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas, USA
| | - Edward M Reece
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA; Divsion of Plastic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas, USA
| | - Alexander E Ropper
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA; Divsion of Plastic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas, USA.
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Dietz N, Hollis P, Fortuny E, Gruter B, Virojanapa J, Williams B, Spiessberger A. Systemic Risk Factors for Adult Spinal Deformity (ASD): A Retrospective Analysis of 48 Patients. Cureus 2022; 14:e25214. [PMID: 35747001 PMCID: PMC9213302 DOI: 10.7759/cureus.25214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 05/22/2022] [Indexed: 11/23/2022] Open
Abstract
Introduction: Adult spinal deformity (ASD) results in significant patient morbidity and burden to quality of life. The degree to which systemic risk factors and comorbidities that contribute to ASD affect specific spinopelvic parameters is not well-documented. We determine the extent to which preoperative risk factors may contribute to spinopelvic parameters associated with ASD. Methods: Retrospective single-center study of 48 patients with ASD. Analysis of variance (ANOVA) linear regression analysis was performed to evaluate correlation between systemic comorbidities (obesity, arterial hypertension (HTN), hyperlipidemia (HLD), cardiomyopathy, diabetes mellitus (DM), chronic obstructive pulmonary disease (COPD), and asthma) and the following radiographic parameters: pelvic incidence (PI), lumbar lordosis (LL), C7 sagittal vertical axis (C7SVA), and the T10-L2 sagittal cobb angle. Results: A total of 48 patients were included with mean C7SVA of 79.6 mm (SD: 63, range: 43-254), mean LL of 32.9° (SD: 15.9, range: -14 to 78), T10-L2 sagittal cobb angle of 3° (SD: 12.7, range: -24 to 30), and PI was 49° (SD: 10.7, range: 21 to 77). Only DM correlated with sagittal imbalance with high C7SVA and PI-LL mismatch. The beta coefficient for DM and preoperative C7SVA was 0.49, t=3.16, p=0.003, preoperative PI-LL mismatch standardized beta coefficient was -0.4, t=-2.38, p=0.022, and preoperative T10-L2 sagittal cobb standard beta coefficient was -0.07, t=-0.46, p=0.645. No significant correlations were found for asthma, COPD, HTN, HLD, or cardiomyopathy. Conclusions: Diagnosis of DM was found to correlate with pathologic C7SVA and significant PI-LL mismatch associated with ASD. HTN, HLD, cardiomyopathy, obesity, and pulmonary disease did not correlate with radiographic findings of sagittal imbalance.
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Laverdière C, Georgiopoulos M, Ames CP, Corban J, Ahangar P, Awadhi K, Weber MH. Adult Spinal Deformity Surgery and Frailty: A Systematic Review. Global Spine J 2022; 12:689-699. [PMID: 33769119 PMCID: PMC9109568 DOI: 10.1177/21925682211004250] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
STUDY DESIGN Systematic review. OBJECTIVES Adult spinal deformity (ASD) can be a debilitating condition with a profound impact on patients' health-related quality of life (HRQoL). Many reports have suggested that the frailty status of a patient can have a significant impact on the outcome of the surgery. The present review aims to identify all pre-operative patient-specific frailty markers that are associated with postoperative outcomes following corrective surgery for ASD of the lumbar and thoracic spine. METHODS A systematic review of the literature was performed to identify findings regarding pre-operative markers of frailty and their association with postoperative outcomes in patients undergoing ASD surgery of the lumbar and thoracic spine. The search was performed in the following databases: PubMed, Embase, Cochrane and CINAHL. RESULTS An association between poorer performance on frailty scales and worse postoperative outcomes. Comorbidity indices were even more frequently employed with similar patterns of association between increased comorbidity burden and postoperative outcomes. Regarding the assessment of HRQoL, worse pre-operative ODI, SF-36, SRS-22 and NRS were shown to be predictors of post-operative complications, while ODI, SF-36 and SRS-22 were found to improve post-operatively. CONCLUSIONS The findings of this review highlight the true breadth of the concept of "frailty" in ASD surgical correction. These parameters, which include frailty scales and various comorbidity and HRQoL indices, highlight the importance of identifying these factors preoperatively to ensure appropriate patient selection while helping to limit poor postoperative outcomes.
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Affiliation(s)
- Carl Laverdière
- McGill University Faculty of
Medicine, Scoliosis and Spinal Research Unit, Montreal, Quebec, Canada
| | - Miltiadis Georgiopoulos
- McGill University Faculty of
Medicine, Scoliosis and Spinal Research Unit, Montreal, Quebec, Canada
| | - Christopher P. Ames
- Department of Neurological Surgery,
University of California, San Francisco, CA, USA
| | - Jason Corban
- McGill University Faculty of
Medicine, Scoliosis and Spinal Research Unit, Montreal, Quebec, Canada
| | - Pouyan Ahangar
- McGill University Faculty of
Medicine, Scoliosis and Spinal Research Unit, Montreal, Quebec, Canada
| | - Khaled Awadhi
- McGill University Faculty of
Medicine, Scoliosis and Spinal Research Unit, Montreal, Quebec, Canada
| | - Michael H. Weber
- McGill University Faculty of
Medicine, Scoliosis and Spinal Research Unit, Montreal, Quebec, Canada,Michael Weber, Department of Orthopedic
Surgery, McGill University Health Centre, Montreal General Hospital, 1650 Cedar
Avenue, Room A5-169, Montréal, Quebec, Canada H3G 1A4.
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50
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Wade SM, Fredericks DR, Elsenbeck MJ, Morrissey PB, Sebastian AS, Kaye ID, Butler JS, Wagner SC. The Incidence, Risk Factors, and Complications Associated With Surgical Delay in Multilevel Fusion for Adult Spinal Deformity. Global Spine J 2022; 12:441-446. [PMID: 32975455 PMCID: PMC9121150 DOI: 10.1177/2192568220954395] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
STUDY DESIGN Retrospective database review. OBJECTIVES The incidence and risk factors for surgical delay of multilevel spine fusion for adult spinal deformity (ASD), and the complications corresponding therewith, remain unknown. The objectives of this study are to assess the incidence and risk factors for unexpected delay of elective multilevel spinal fusions on the date of surgery as well as the postoperative complications associated with these delays. METHODS We conducted a retrospective review of the ACS-NSQIP database on patients undergoing elective spinal instrumentation of greater than 7 levels for ASD between the years 2005 and 2015. Preoperative risk factors for delay and postoperative complications were compared between the cohorts of patients with and without surgical delays. RESULTS Multivariate analysis of 1570 (15.6%) patients identified advanced age, male sex, American Society of Anesthesiologists (ASA) Class 4, and history of smoking as independent risk factors for delay. Patients experiencing surgical delay demonstrated longer operative times, increased intraoperative bleeding, longer hospitalizations, and significantly higher rates of postoperative complications. Patients experiencing delay demonstrated an almost 7-fold increase in mortality rate (3.4% vs 0.5%, P < .001). CONCLUSIONS Delays in elective surgical care for spinal deformity are negatively related to patient outcomes. Advanced age, male sex, increased ASA class, and a history of smoking cigarettes place patients at risk for surgical delay of multilevel spinal fusion. Patients experiencing surgical delay are at higher risk for postoperative complications, including a 7-fold increase in mortality. These findings suggest that ASD surgery should be postponed in patients experiencing a delay, until modifiable risk factors can be medically optimized, and perhaps postponed indefinitely in those with nonmodifiable risk factors.
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Affiliation(s)
- Sean M. Wade
- Uniformed Services University—Walter Reed National Military Medical Center, Bethesda, MD, USA,Sean M. Wade, Department of Orthopaedic Surgery, Walter Reed National Military Medical Center, America Building, 2nd Floor, 8901 Wisconsin Avenue, Bethesda, MD 20889, USA.
| | - Donald R. Fredericks
- Uniformed Services University—Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Michael J. Elsenbeck
- Uniformed Services University—Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Patrick B. Morrissey
- Naval Medical Center San Diego, San Diego, CA, USA,Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | | | - I. David Kaye
- Rothman Institute at Thomas Jefferson University, Philadelphia, PA, USA
| | - Joseph S. Butler
- Mater Misericordiae University Hospital, Mater Private Hospital, Dublin, Ireland
| | - Scott C. Wagner
- Uniformed Services University—Walter Reed National Military Medical Center, Bethesda, MD, USA,Uniformed Services University of the Health Sciences, Bethesda, MD, USA
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