1
|
Williamson TK, Koslosky EJ, Lebovic J, Owusu-Sarpong S, Tretiakov P, Mir J, Dave P, Schoenfeld AJ, Diebo BG, Koller H, Lafage R, Lafage V, Passias PG. Lower Hounsfield Units at the Planned Lowest Instrumented Vertebra is an Independent Risk Factor for Complications Following Adult Cervical Deformity Surgery. Clin Spine Surg 2024:01933606-990000000-00317. [PMID: 38809280 DOI: 10.1097/bsd.0000000000001647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 04/29/2024] [Indexed: 05/30/2024]
Abstract
BACKGROUND The association of Hounsfield units (HU) and junctional pathologies in adult cervical deformity (ACD) surgery has not been elucidated. OBJECTIVE Assess if the bone mineral density of the LIV, as assessed by HUs, is prognostic for the risk of complications after ACD surgery. STUDY DESIGN/SETTING Retrospective cohort study. METHODS HUs were measured on preoperative CT scans. Means comparison test assessed differences in HUs based on the occurrence of complications, linear regression assessed the correlation of HUs with risk factors, and multivariable logistic regression followed by a conditional inference tree derived a threshold for HUs based on the increased likelihood of developing a complication. RESULTS In all, 107 ACD patients were included. Thirty-one patients (29.0%) developed a complication (18.7% perioperative), with 20.6% developing DJK and 11.2% developing DJF. There was a significant correlation between lower LIVs and lower HUs (r=0.351, P=0.01), as well as age and HUs at the LIV. Age did not correlate with change in the DJK angle (P>0.2). HUs were lower at the LIV for patients who developed a complication and an LIV threshold of 190 HUs was predictive of complications (OR: 4.2, [1.2-7.6]; P=0.009). CONCLUSIONS Low bone mineral density at the lowest instrumented vertebra, as assessed by a threshold lower than 190 Hounsfield units, may be a crucial risk factor for the development of complications after cervical deformity surgery. Preoperative CT scans should be routinely considered in at-risk patients to mitigate this modifiable risk factor during surgical planning. LEVEL OF EVIDENCE Level-III.
Collapse
Affiliation(s)
- Tyler K Williamson
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC
- Departments of Orthopaedic Surgery, University of Texas Health San Antonio, San Antonio, TX
| | - Ezekial J Koslosky
- Departments of Orthopaedic Surgery, University of Texas Health San Antonio, San Antonio, TX
| | - Jordan Lebovic
- Department of Orthopaedic Surgery, NYU Langone Medical Center, New York, NY
| | | | - Peter Tretiakov
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC
| | - Jamshaid Mir
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC
| | - Pooja Dave
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital/Harvard Medical Center, Boston, MA
| | - Bassel G Diebo
- Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University Medical Center, Providence, RI
| | - Heiko Koller
- Department of Orthopaedic Surgery, Paracelsus Medical University, Salzburg, Austria
| | - Renaud Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY
| | - Virginie Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY
| | - Peter G Passias
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC
| |
Collapse
|
2
|
Passias PG, Pierce KE, Williamson TK, Lebovic J, Schoenfeld AJ, Lafage R, Lafage V, Gum JL, Eastlack R, Kim HJ, Klineberg EO, Daniels AH, Protopsaltis TS, Mundis GM, Scheer JK, Park P, Chou D, Line B, Hart RA, Burton DC, Bess S, Schwab FJ, Shaffrey CI, Smith JS, Ames CP. Patient-specific Cervical Deformity Corrections With Consideration of Associated Risk: Establishment of Risk Benefit Thresholds for Invasiveness Based on Deformity and Frailty Severity. Clin Spine Surg 2024; 37:E43-E51. [PMID: 37798829 DOI: 10.1097/bsd.0000000000001540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 08/10/2023] [Indexed: 10/07/2023]
Abstract
STUDY DESIGN/SETTING This was a retrospective cohort study. BACKGROUND Little is known of the intersection between surgical invasiveness, cervical deformity (CD) severity, and frailty. OBJECTIVE The aim of this study was to investigate the outcomes of CD surgery by invasiveness, frailty status, and baseline magnitude of deformity. METHODS This study included CD patients with 1-year follow-up. Patients stratified in high deformity if severe in the following criteria: T1 slope minus cervical lordosis, McGregor's slope, C2-C7, C2-T3, and C2 slope. Frailty scores categorized patients into not frail and frail. Patients are categorized by frailty and deformity (not frail/low deformity; not frail/high deformity; frail/low deformity; frail/high deformity). Logistic regression assessed increasing invasiveness and outcomes [distal junctional failure (DJF), reoperation]. Within frailty/deformity groups, decision tree analysis assessed thresholds for an invasiveness cutoff above which experiencing a reoperation, DJF or not achieving Good Clinical Outcome was more likely. RESULTS A total of 115 patients were included. Frailty/deformity groups: 27% not frail/low deformity, 27% not frail/high deformity, 23.5% frail/low deformity, and 22.5% frail/high deformity. Logistic regression analysis found increasing invasiveness and occurrence of DJF [odds ratio (OR): 1.03, 95% CI: 1.01-1.05, P =0.002], and invasiveness increased with deformity severity ( P <0.05). Not frail/low deformity patients more often met Optimal Outcome with an invasiveness index <63 (OR: 27.2, 95% CI: 2.7-272.8, P =0.005). An invasiveness index <54 for the frail/low deformity group led to a higher likelihood of meeting the Optimal Outcome (OR: 9.6, 95% CI: 1.5-62.2, P =0.018). For the frail/high deformity group, patients with a score <63 had a higher likelihood of achieving Optimal Outcome (OR: 4.8, 95% CI: 1.1-25.8, P =0.033). There was no significant cutoff of invasiveness for the not frail/high deformity group. CONCLUSIONS Our study correlated increased invasiveness in CD surgery to the risk of DJF, reoperation, and poor clinical success. The thresholds derived for deformity severity and frailty may enable surgeons to individualize the invasiveness of their procedures during surgical planning to account for the heightened risk of adverse events and minimize unfavorable outcomes.
Collapse
Affiliation(s)
- Peter G Passias
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Langone Medical Center; NY Spine Institute, New York, NY
| | - Katherine E Pierce
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Langone Medical Center; NY Spine Institute, New York, NY
| | - Tyler K Williamson
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Langone Medical Center; NY Spine Institute, New York, NY
| | - Jordan Lebovic
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Langone Medical Center; NY Spine Institute, New York, NY
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Renaud Lafage
- Department of Orthopaedic Surgery, Hospital for Special Surgery
| | - Virginie Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY
| | - Jeffrey L Gum
- Department of Orthopaedic Surgery, Norton Leatherman Spine Center, Louisville, KY
| | - Robert Eastlack
- Department of Orthopaedic Surgery, Scripps Clinic, San Diego
| | - Han Jo Kim
- Department of Orthopaedic Surgery, Hospital for Special Surgery
| | - Eric O Klineberg
- Department of Orthopaedic Surgery, University of California-Davis, Davis, CA
| | - Alan H Daniels
- Department of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | | | | | - Justin K Scheer
- Department of Neurosurgery, University of California, San Francisco, San Francisco, CA
| | - Paul Park
- Department of Neurosurgery, University of Michigan, Ann Arbor, MI
| | - Dean Chou
- Department of Neurosurgery, University of California, San Francisco, San Francisco, CA
| | - Breton Line
- Department of Spine Surgery, Denver International Spine Clinic, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, CO
| | - Robert A Hart
- Department of Orthopaedic Surgery, Swedish Neuroscience Institute, Seattle, WA
| | - Douglas C Burton
- Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City, KS
| | - Shay Bess
- Department of Spine Surgery, Denver International Spine Clinic, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, CO
| | - Frank J Schwab
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY
| | | | - Justin S Smith
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, VA
| | - Christopher P Ames
- Department of Neurosurgery, University of California, San Francisco, San Francisco, CA
| |
Collapse
|
3
|
Passias PG, Williamson TK, Pierce KE, Schoenfeld AJ, Krol O, Imbo B, Joujon-Roche R, Tretiakov P, Ahmad S, Bennett-Caso C, Mir J, Dave P, McFarland K, Owusu-Sarpong S, Lebovic JA, Janjua MB, de la Garza-Ramos R, Vira S, Diebo B, Koller H, Protopsaltis TS, Lafage R, Lafage V. The Importance of Incorporating Proportional Alignment in Adult Cervical Deformity Corrections Relative to Regional and Global Alignment: Steps Toward Development of a Cervical-Specific Score. Spine (Phila Pa 1976) 2024; 49:116-127. [PMID: 37796161 DOI: 10.1097/brs.0000000000004843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Accepted: 09/19/2023] [Indexed: 10/06/2023]
Abstract
STUDY DESIGN/SETTING Retrospective single-center study. BACKGROUND The global alignment and proportion score is widely used in adult spinal deformity surgery. However, it is not specific to the parameters used in adult cervical deformity (ACD). PURPOSE Create a cervicothoracic alignment and proportion (CAP) score in patients with operative ACD. METHODS Patients with ACD with 2-year data were included. Parameters consisted of relative McGregor's Slope [RMGS = (MGS × 1.5)/0.9], relative cervical lordosis [RCL = CL - thoracic kyphosis (TK)], Cervical Lordosis Distribution Index (CLDI = C2 - Apex × 100/C2 - T2), relative pelvic version (RPV = sacral slope - pelvic incidence × 0.59 + 9), and a frailty factor (greater than 0.33). Cutoff points were chosen where the cross-tabulation of parameter subgroups reached a maximal rate of meeting the Optimal Outcome. The optimal outcome was defined as meeting Good Clinical Outcome criteria without the occurrence of distal junctional failure (DJF) or reoperation. CAP was scored between 0 and 13 and categorized accordingly: ≤3 (proportioned), 4-6 (moderately disproportioned), >6 (severely disproportioned). Multivariable logistic regression analysis determined the relationship between CAP categories, overall score, and development of distal junctional kyphosis (DJK), DJF, reoperation, and Optimal Outcome by 2 years. RESULTS One hundred five patients with operative ACD were included. Assessment of the 3-month CAP score found a mean of 5.2/13 possible points. 22.7% of patients were proportioned, 49.5% moderately disproportioned, and 27.8% severely disproportioned. DJK occurred in 34.5% and DJF in 8.7%, 20.0% underwent reoperation, and 55.7% achieved Optimal Outcome. Patients severely disproportioned in CAP had higher odds of DJK [OR: 6.0 (2.1-17.7); P =0.001], DJF [OR: 9.7 (1.8-51.8); P =0.008], reoperation [OR: 3.3 (1.9-10.6); P =0.011], and lower odds of meeting the optimal outcome [OR: 0.3 (0.1-0.7); P =0.007] by 2 years, while proportioned patients suffered zero occurrences of DJK or DJF. CONCLUSION The regional alignment and proportion score is a method of analyzing the cervical spine relative to global alignment and demonstrates the importance of maintaining horizontal gaze, while also matching overall cervical and thoracolumbar alignment to limit complications and maximize clinical improvement.
Collapse
Affiliation(s)
- Peter G Passias
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York, NY
- New York Spine Institute, New York, NY
| | - Tyler K Williamson
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York, NY
- New York Spine Institute, New York, NY
| | - Katherine E Pierce
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York, NY
- New York Spine Institute, New York, NY
| | - Andrew J Schoenfeld
- New York Spine Institute, New York, NY
- Department of Orthopedic Surgery, Brigham and Women's Center for Surgery and Public Health, Boston, MA
| | - Oscar Krol
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York, NY
- New York Spine Institute, New York, NY
| | - Bailey Imbo
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York, NY
- New York Spine Institute, New York, NY
| | - Rachel Joujon-Roche
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York, NY
- New York Spine Institute, New York, NY
| | - Peter Tretiakov
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York, NY
- New York Spine Institute, New York, NY
| | - Salman Ahmad
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York, NY
- New York Spine Institute, New York, NY
| | - Claudia Bennett-Caso
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York, NY
- New York Spine Institute, New York, NY
| | - Jamshaid Mir
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York, NY
- New York Spine Institute, New York, NY
| | - Pooja Dave
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York, NY
- New York Spine Institute, New York, NY
| | - Kimberly McFarland
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York, NY
- New York Spine Institute, New York, NY
| | | | - Jordan A Lebovic
- Department of Orthopaedic Surgery, NYU Langone Orthopedic Hospital, New York, NY
| | | | - Rafael de la Garza-Ramos
- Department of Neurological Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY
| | - Shaleen Vira
- Department of Orthopaedic Surgery, UT Southwestern Medical Center, Dallas, TX
| | - Bassel Diebo
- Department of Orthopedic Surgery, SUNY Downstate Medical Center, Brooklyn, NY
| | - Heiko Koller
- International Center for Spinal Disorders and Deformity, Orthopedic Department II, Asklepios Clinics Bad Abbach, Bad Tölz, Germany
| | | | - Renaud Lafage
- Department of Orthopaedic Surgery, Lenox Hill Hospital, New York, NY
| | - Virginie Lafage
- Department of Orthopaedic Surgery, Lenox Hill Hospital, New York, NY
| |
Collapse
|
4
|
Jackson-Fowl B, Hockley A, Naessig S, Ahmad W, Pierce K, Smith JS, Ames C, Shaffrey C, Bennett-Caso C, Williamson TK, McFarland K, Passias PG. Adult cervical spine deformity: a state-of-the-art review. Spine Deform 2024; 12:3-23. [PMID: 37776420 DOI: 10.1007/s43390-023-00735-5] [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: 08/27/2020] [Accepted: 07/01/2023] [Indexed: 10/02/2023]
Abstract
Adult cervical deformity is a structural malalignment of the cervical spine that may present with variety of significant symptomatology for patients. There are clear and substantial negative impacts of cervical spine deformity, including the increased burden of pain, limited mobility and functionality, and interference with patients' ability to work and perform everyday tasks. Primary cervical deformities develop as the result of a multitude of different etiologies, changing the normal mechanics and structure of the cervical region. In particular, degeneration of the cervical spine, inflammatory arthritides and neuromuscular changes are significant players in the development of disease. Additionally, cervical deformities, sometimes iatrogenically, may present secondary to malalignment or correction of the thoracic, lumbar or sacropelvic spine. Previously, classification systems were developed to help quantify disease burden and influence management of thoracic and lumbar spine deformities. Following up on these works and based on the relationship between the cervical and distal spine, Ames-ISSG developed a framework for a standardized tool for characterizing and quantifying cervical spine deformities. When surgical intervention is required to correct a cervical deformity, there are advantages and disadvantages to both anterior and posterior approaches. A stepwise approach may minimize the drawbacks of either an anterior or posterior approach alone, and patients should have a surgical plan tailored specifically to their cervical deformity based upon symptomatic and radiographic indications. This state-of-the-art review is based upon a comprehensive overview of literature seeking to highlight the normal cervical spine, etiologies of cervical deformity, current classification systems, and key surgical techniques.
Collapse
Affiliation(s)
- Brendan Jackson-Fowl
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Aaron Hockley
- Department of Neurosurgery, University of Alberta, Edmonton, AB, USA
| | - Sara Naessig
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Waleed Ahmad
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Katherine Pierce
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, VA, USA
| | - Christopher Ames
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Christopher Shaffrey
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, VA, USA
| | - Claudia Bennett-Caso
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Tyler K Williamson
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Kimberly McFarland
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA
| | - Peter G Passias
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, 301 East 17th St, New York, NY, 10003, USA.
| |
Collapse
|
5
|
Passias PG, Williamson TK, Kummer NA, Pellisé F, Lafage V, Lafage R, Serra-Burriel M, Smith JS, Line B, Vira S, Gum JL, Haddad S, Sánchez Pérez-Grueso FJ, Schoenfeld AJ, Daniels AH, Chou D, Klineberg EO, Gupta MC, Kebaish KM, Kelly MP, Hart RA, Burton DC, Kleinstück F, Obeid I, Shaffrey CI, Alanay A, Ames CP, Schwab FJ, Hostin RA, Bess S. Cost Benefit of Implementation of Risk Stratification Models for Adult Spinal Deformity Surgery. Global Spine J 2023:21925682231212966. [PMID: 38081300 DOI: 10.1177/21925682231212966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2023] Open
Abstract
STUDY DESIGN/SETTING Retrospective cohort study. OBJECTIVE Assess the extent to which defined risk factors of adverse events are drivers of cost-utility in spinal deformity (ASD) surgery. METHODS ASD patients with 2-year (2Y) data were included. Tertiles were used to define high degrees of frailty, sagittal deformity, blood loss, and surgical time. Cost was calculated using the Pearl Diver registry and cost-utility at 2Y was compared between cohorts based on the number of risk factors present. Statistically significant differences in cost-utility by number of baseline risk factors were determined using ANOVA, followed by a generalized linear model, adjusting for clinical site and surgeon, to assess the effects of increasing risk score on overall cost-utility. RESULTS By 2 years, 31% experienced a major complication and 23% underwent reoperation. Patients with ≤2 risk factors had significantly less major complications. Patients with 2 risk factors improved the most from baseline to 2Y in ODI. Average cost increased by $8234 per risk factor (R2 = .981). Cost-per-QALY at 2Y increased by $122,650 per risk factor (R2 = .794). Adjusted generalized linear model demonstrated a significant trend between increasing risk score and increasing cost-utility (r2 = .408, P < .001). CONCLUSIONS The number of defined patient-specific and surgical risk factors, especially those with greater than two, were associated with increased index surgical costs and diminished cost-utility. Efforts to optimize patient physiology and minimize surgical risk would likely reduce healthcare expenditures and improve the overall cost-utility profile for ASD interventions.Level of evidence: III.
Collapse
Affiliation(s)
- Peter G Passias
- Departments of Orthopedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute, NY, NY, USA
| | - Tyler K Williamson
- Department of Orthopaedic Surgery, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Nicholas A Kummer
- Departments of Orthopedic and Neurological Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute, NY, NY, USA
| | - Ferran Pellisé
- Spine Surgery Unit, Vall d'Hebron Hospital, Barcelona, Spain
| | - Virginie Lafage
- Department of Orthopaedics, Lenox Hill Hospital, New York, NY, USA
| | - Renaud Lafage
- Department of Orthopaedics, Hospital for Special Surgery, New York, NY, USA
| | - Miguel Serra-Burriel
- Center for Research in Health and Economics, Universitat Pompeu Fabra, Barcelona, Spain
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, VA, USA
| | - Breton Line
- Denver International Spine Center, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, CO, USA
| | - Shaleen Vira
- Department of Orthopedic Surgery, UT Southwestern Medical Center, Dallas, TX, USA
| | | | - Sleiman Haddad
- Spine Surgery Unit, Vall d'Hebron Hospital, Barcelona, Spain
| | | | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Alan H Daniels
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence, RI, USA
| | - Dean Chou
- Department of Neurosurgery, University of California, San Francisco, CA, USA
| | - Eric O Klineberg
- Department of Orthopedic Surgery, University of California Davis, Sacramento, CA, USA
| | - Munish C Gupta
- Department of Orthopaedic Surgery, Washington University in St. Louis, Missouri, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Michael P Kelly
- Department of Orthopaedic Surgery, Rady Children's Hospital, San Diego, CA, USA
| | - Robert A Hart
- Department of Orthopaedic Surgery, Swedish Neuroscience Institute, Seattle, WA, USA
| | - Douglas C Burton
- Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City, KS, USA
| | - Frank Kleinstück
- Spine Center Division, Department of Orthopedics and Neurosurgery, Schulthess Klinik, Zürich, Switzerland
| | - Ibrahim Obeid
- Spine Surgery Unit, Bordeaux University Hospital, Bordeaux, France
| | - Christopher I Shaffrey
- Spine Division, Departments of Neurosurgery and Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Ahmet Alanay
- Department of Orthopedics and Traumatology, Acıbadem University, Istanbul, Turkey
| | - Christopher P Ames
- Department of Neurosurgery, University of California, San Francisco, CA, USA
| | - Frank J Schwab
- Department of Orthopaedics, Lenox Hill Hospital, New York, NY, USA
| | - Richard A Hostin
- Department of Orthopaedic Surgery, Baylor Scoliosis Center, Dallas, TX, USA
| | - Shay Bess
- Denver International Spine Center, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, CO, USA
| |
Collapse
|
6
|
Baek W, Park SY, Kim Y. Impact of frailty on the outcomes of patients undergoing degenerative spine surgery: a systematic review and meta-analysis. BMC Geriatr 2023; 23:771. [PMID: 37996826 PMCID: PMC10668507 DOI: 10.1186/s12877-023-04448-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 11/01/2023] [Indexed: 11/25/2023] Open
Abstract
BACKGROUND Degenerative spinal diseases are common in older adults with concurrent frailty. Preoperative frailty is a strong predictor of adverse clinical outcomes after surgery. This study aimed to investigate the association between health-related outcomes and frailty in patients undergoing spine surgery for degenerative spine diseases. METHODS A systematic review and meta-analysis were performed by electronically searching Ovid-MEDLINE, Ovid-Embase, Cochrane Library, and CINAHL for eligible studies until July 16, 2022. We reviewed all studies, excluding spinal tumours, non-surgical procedures, and experimental studies that examined the association between preoperative frailty and related outcomes after spine surgery. A total of 1,075 articles were identified in the initial search and were reviewed by two reviewers, independently. Data were subjected to qualitative and quantitative syntheses by meta-analytic methods. RESULTS Thirty-eight articles on 474,651 patients who underwent degenerative spine surgeries were included and 17 papers were quantitatively synthesized. The health-related outcomes were divided into clinical outcomes and patient-reported outcomes; clinical outcomes were further divided into postoperative complications and supportive management procedures. Compared to the non-frail group, the frail group was significantly associated with a greater risk of high mortality, major complications, acute renal failure, myocardial infarction, non-home discharge, reintubation, and longer length of hospital stay. Regarding patient-reported outcomes, changes in scores between the preoperative and postoperative Oswestry Disability Index scores were not associated with preoperative frailty. CONCLUSIONS In degenerative spinal diseases, frailty is a strong predictor of adverse clinical outcomes after spine surgery. The relationship between preoperative frailty and patient-reported outcomes is still inconclusive. Further research is needed to consolidate the evidence from patient-reported outcomes.
Collapse
Affiliation(s)
- Wonhee Baek
- College of Nursing, Gyeongsang National University, Jinju-si, Gyeongsangnam-do, South Korea
| | - Sun-Young Park
- College of Nursing, Daegu Catholic University, Daegu-si, South Korea
| | - Yoonjoo Kim
- Department of Nursing, College of Healthcare Sciences, Far East University, Eumseong-gun, Chungcheongbuk-do, South Korea.
| |
Collapse
|
7
|
Castel X, Pelletier JB, Sulpis B, Charier D, Buhot B, Mihail G, Carlioz V, Barral-Clavel F, Sylvain G, Tetard MC, Vassal F. MFI-11 Predicts Post-Operative Serious Complications in Patients Undergoing Surgery for Odontoid Fractures. Global Spine J 2023:21925682231205103. [PMID: 37776203 DOI: 10.1177/21925682231205103] [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: 10/02/2023] Open
Abstract
STUDY DESIGN Retrospective Cohort. OBJECTIVES The objective of this study was to analyze postoperative complications in different mFI-11 groups after surgery for odontoid fractures in a geriatric population. METHODS A single center retrospective review of odontoid fractures surgery (between 2013 and 2022) in patients aged 65 years and older was conducted. The primary outcome was the occurrence of a major complication (Calvien-Dindo ≥4) within 30 days post-surgery. The secondary outcome was the occurrence of a major complication within 3 months after surgery, and death within 1-month post-surgery. Survival curve, multi-variate analysis was performed and adjusted receiver operating characteristic curves were generated. RESULTS There were 92 patients included in this study, with a mean age of 80.5 years. Serious complication occurred for 16 patients (17%) during hospitalization. Multivariate analysis demonstrated an mFI 11 >.27 was strongly and independently associated with serious complications within 1-month post-surgery (OR = 16.7, 95% CI = 4.50-83), as well as serious complications within 3 months post-surgery (OR = 11.8, 95% CI = 3.48-49.1) and death within 1 month post-surgery (OR = 11.7; 95% CI = 3.02-60.4). The Receiver Operator Characteristics (ROC) curves for the three models all have an Area Under the Curve (AUC) value greater than 0.7. CONCLUSIONS The mFI-11 is a straightforward and validated tool that can be used during the preoperative period to identify the patient's level of frailty and assess their risk of postoperative complications. Patients with mFI-11 ≥.27 are at greater risk of serious complications within 1 and 3 months' post-surgery and death within 1 month post-surgery.
Collapse
Affiliation(s)
- Xavier Castel
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Jean-Baptiste Pelletier
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Benoit Sulpis
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - David Charier
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Benjamin Buhot
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Gurschi Mihail
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Violette Carlioz
- Dermatology Department, Centre Hospitalier de Firminy, Firminy, France
| | - Fanelie Barral-Clavel
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Granges Sylvain
- Radiology Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Marie-Charlotte Tetard
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| | - Francois Vassal
- Neurosurgery Department, Centre Hospitalier Universitaire de Saint-Etienne, Saint-Etienne, France
| |
Collapse
|
8
|
Williamson TK, Lebovic J, Schoenfeld AJ, Imbo B, Joujon-Roche R, Tretiakov P, Krol O, Bennett-Caso C, Owusu-Sarpong S, Dave P, McFarland K, Mir J, Dhillon E, Koller H, Diebo BG, Vira S, Lafage R, Lafage V, Passias PG. A Hierarchical Approach to Realignment Strategies in Adult Cervical Deformity Surgery. Clin Spine Surg 2023; 36:106-111. [PMID: 36920359 DOI: 10.1097/bsd.0000000000001442] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 01/25/2023] [Indexed: 03/16/2023]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE Construct an individualized cervical realignment strategy based on patient parameters at the presentation that results in superior 2-year health-related quality of life metrics and decreased rates of junctional failure and reoperation following adult cervical deformity surgery. SUMMARY OF BACKGROUND DATA Research has previously focused on adult cervical deformity realignment thresholds for maximizing clinical outcomes while minimizing complications. However, realignment strategies may differ based on patient presentation and clinical characteristics. METHODS We included adult cervical deformity patients with 2-year data. The optimal outcome was defined as meeting good clinical outcomes without distal junctional failure or reoperation. Radiographic parameters assessed included C2 Slope, C2-C7, McGregor's slope, TS-CL, cSVA, T1 slope, and preoperative lowest-instrumented vertebra (LIV) inclination angle. Conditional inference trees were used to establish thresholds for each parameter based on achieving the optimal outcome. Analysis of Covariance and multivariable logistic regression analysis, controlling for age, comorbidities, baseline deformity and disability, and surgical factors, assessed outcome rates for the hierarchical approach within each deformity group. RESULTS One hundred twenty-seven patients were included. After correction, there was a significant difference in meeting the optimal outcome when correcting the C2 slope below 10 degrees (85% vs. 34%, P <0.001), along with lower rates of distal junctional failure (DJF) (7% vs. 42%, P <0.001). Next, after isolating patients below the C2 slope threshold, the selection of LIV with an inclination between 0 and 40 degrees demonstrated lower rates of distal junctional kyphosis and higher odds of meeting optimal outcome(OR: 4.2, P =0.011). The best third step was the correction of cSVA below 35 mm. This hierarchical approach (11% of the cohort) led to significantly lower rates of DJF (0% vs. 15%, P <0.007), reoperation (8% vs. 28%, P <0.001), and higher rates of meeting optimal outcome (93% vs. 36%, P <0.001) when controlling for age, comorbidities, and baseline deformity and disability. CONCLUSION Our results indicate that the correction of C2 slope should be prioritized during cervical deformity surgery, with the selection of a stable LIV and correction of cervical SVA below the idealized threshold. Among the numerous radiographic parameters considered during preoperative planning for cervical deformity correction, our determinations help surgeons prioritize those realignment strategies that maximize the health-related quality of life outcomes and minimize complications. LEVEL OF EVIDENCE Level-III.
Collapse
Affiliation(s)
- Tyler K Williamson
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopaedic Hospital; New York Spine Institute, New York, NY
| | - Jordan Lebovic
- Department of Orthopaedic Surgery, NYU Langone Orthopaedic Hospital, New York, NY
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Bailey Imbo
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopaedic Hospital; New York Spine Institute, New York, NY
| | - Rachel Joujon-Roche
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopaedic Hospital; New York Spine Institute, New York, NY
| | - Peter Tretiakov
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopaedic Hospital; New York Spine Institute, New York, NY
| | - Oscar Krol
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopaedic Hospital; New York Spine Institute, New York, NY
| | - Claudia Bennett-Caso
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopaedic Hospital; New York Spine Institute, New York, NY
| | | | - Pooja Dave
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopaedic Hospital; New York Spine Institute, New York, NY
| | - Kimberly McFarland
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopaedic Hospital; New York Spine Institute, New York, NY
| | - Jamshaid Mir
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopaedic Hospital; New York Spine Institute, New York, NY
| | - Ekamjeet Dhillon
- Department of Orthopaedic Surgery, University of Washington-Harborview Medical Center, Seattle, WA
| | - Heiko Koller
- Department of Neurosurgery, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Bassel G Diebo
- Department of Orthopaedic Surgery, Warren Alpert Medical School/Brown University Medical Center, Providence, RI
| | - Shaleen Vira
- Department of Orthopaedic Surgery, University of Texas Southwestern Medical Center, Dallas, TX
| | - Renaud Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY
| | - Virginie Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY
| | - Peter G Passias
- Departments of Orthopaedic and Neurological Surgery, NYU Langone Orthopaedic Hospital; New York Spine Institute, New York, NY
| |
Collapse
|
9
|
Safaee MM, Lin J, Smith DL, Fury M, Scheer JK, Burke JF, Bravate C, Lambert D, Ames CP. Association of telomere length with risk of complications in adult spinal deformity surgery: a pilot study of 43 patients. J Neurosurg Spine 2023; 38:331-339. [PMID: 36461827 DOI: 10.3171/2022.10.spine22605] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 10/11/2022] [Indexed: 12/05/2022]
Abstract
OBJECTIVE Risk stratification is a critical element of surgical planning. Early tools were fairly crude, while newer instruments incorporate disease-specific elements and markers of frailty. It is unknown if discrepancies between chronological and cellular age can guide surgical planning or treatment. Telomeres are DNA-protein complexes that serve an important role in protecting genomic DNA. Their shortening is a consequence of aging and environmental exposures, with well-established associations with diseases of aging and mortality. There are compelling data to suggest that telomere length can provide insight toward overall health. The authors sought to determine potential associations between telomere length and postoperative complications. METHODS Adults undergoing elective surgery for spinal deformity were prospectively enrolled. Telomere length was measured from preoperative whole blood using quantitative polymerase chain reaction and expressed as the ratio of telomere (T) to single-copy gene (S) abundance (T/S ratio), with higher T/S ratios indicating longer telomere length. Demographic and patient data included age, BMI, and results for the following rating scales: the Adult Spinal Deformity Frailty Index (ASD-FI), Oswestry Disability Index (ODI), Scoliosis Research Society-22r (SRS-22r), American Society of Anesthesiology (ASA) classification, and Charlson Comorbidity Index (CCI). Operative and postoperative complication data (medical or surgical within 90 days) were also collected. RESULTS Forty-three patients were enrolled, including 31 women (53%), with a mean age of 66 years and a mean BMI of 28.5. The mean number of levels fused was 11, with 21 (48.8%) combined anterior-posterior approaches. Twenty-two patients (51.2%) had a medical or surgical complication. Patients with a postoperative complication had a significantly lower T/S ratio (0.712 vs 0.813, p = 0.008), indicating shorter telomere length, despite a mild difference in age compared with patients without a postoperative complication (68 vs 63 years, p = 0.069). Patients with complications also had higher CCI scores than patients without complications (2.3 vs 3.8, p = 0.004). There were no significant differences in sex, BMI, ASD-FI score, ASA class, preoperative ODI and SRS-22r scores, number of levels fused, or use of three-column osteotomies. In a multivariate model including age, frailty, ASA class, use of an anterior-posterior approach, CCI score, and telomere length, the authors found that short telomere length was significantly associated with postoperative complications. Patients whose telomere length fell in the shortest quartile had the highest risk (OR 18.184, p = 0.030). CONCLUSIONS Short telomere length was associated with an increased risk of postoperative complications despite only a mild difference in chronological age. Increasing comorbidity scores also trended toward significance. Larger prospective studies are needed; however, these data provide a compelling impetus to investigate the role of biological aging as a component of surgical risk stratification.
Collapse
Affiliation(s)
- Michael M Safaee
- 1Department of Neurological Surgery, University of Southern California, Los Angeles; and
- 3Neurological Surgery, and
| | - Jue Lin
- Departments of2Biochemistry and Biophysics
| | | | | | | | | | | | | | - Christopher P Ames
- 3Neurological Surgery, and
- 4Orthopedic Surgery, University of California, San Francisco, California
| |
Collapse
|
10
|
Kweh BTS, Lee HQ, Tan T, Tew KS, Leong R, Fitzgerald M, Matthew J, Kambourakis A, Liew S, Hunn M, Tee JW. Risk Stratification of Elderly Patients Undergoing Spinal Surgery Using the Modified Frailty Index. Global Spine J 2023; 13:457-465. [PMID: 33745351 PMCID: PMC9972258 DOI: 10.1177/2192568221999650] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [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 cohort. OBJECTIVES To validate the 11-item modified Frailty Index (mFI) as a perioperative risk stratification tool in elderly patients undergoing spine surgery. METHODS All consecutive cases of spine surgery in patients aged 65 years or older between July 2016 and June 2018 at a state-wide trauma center were retrospectively reviewed. The primary outcome was post-operative major complication rate (Clavien-Dindo Classification ≥ III). Secondary outcome measures included the rate of all complications, 6-month mortality and surgical site infection. RESULTS A total of 348 cases were identified. The major complication rate was significantly lower in patients with an mFI of 0 compared to ≥ 0.45 (18.3% versus 42.5%, P = .049). As the mFI increased from 0 to ≥ 0.45 there was a stepwise increase in risk of major complications (P < .001). Additionally, 6-month mortality rate was considerably lower when the mFI was 0 rather than ≥ 0.27 (4.2% versus 20.4%, P = .007). Multivariate analysis demonstrated an mFI ≥ 0.27 was significantly associated with an increased incidence of major complication (OR 2.80, 95% CI 1.46-5.35, P = .002), all complication (OR 2.93, 95% CI 1.70-15.11, P < .001), 6-month mortality (OR 7.39, 95% CI 2.55-21.43, P < .001) and surgical site infection (OR 4.43, 95% CI 1.71-11.51, P = .002). The American Society of Anesthesiologists' (ASA) index did not share a stepwise relationship with any outcome. CONCLUSION The mFI is significantly associated in a gradated fashion with increased morbidity and mortality. Patients with an mFI ≥ 0.27 are at greater risk of major complications, all-complications, 6-monthy mortality, and surgical site infection.
Collapse
Affiliation(s)
- Barry Ting Sheen Kweh
- National Trauma Research Institute,
Melbourne, Victoria, Australia,Department of Neurosurgery, The Alfred
Hospital, Melbourne, Victoria, Australia,Department of Neurosurgery, Royal
Melbourne Hospital, Parkville, Victoria, Melbourne,Barry Ting Sheen Kweh, National Trauma
Research Institute, 85-89 Commercial Road, Melbourne, Victoria 3004, Australia.
| | - Hui Qing Lee
- National Trauma Research Institute,
Melbourne, Victoria, Australia,Department of Neurosurgery, The Alfred
Hospital, Melbourne, Victoria, Australia
| | - Terence Tan
- National Trauma Research Institute,
Melbourne, Victoria, Australia,Department of Neurosurgery, The Alfred
Hospital, Melbourne, Victoria, Australia
| | - Kim Siong Tew
- Department of Geriatric and
Rehabilitation Medicine, Peninsula Health, Melbourne, Victoria, Australia
| | - Ronald Leong
- Department of Geriatric and
Rehabilitation Medicine, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Mark Fitzgerald
- National Trauma Research Institute,
Melbourne, Victoria, Australia,Emergency and Trauma Centre, The Alfred
Hospital, Melbourne, Victoria, Australia,Central Clinical School, Faculty of
Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria,
Australia
| | - Joseph Matthew
- National Trauma Research Institute,
Melbourne, Victoria, Australia,Emergency and Trauma Centre, The Alfred
Hospital, Melbourne, Victoria, Australia,Central Clinical School, Faculty of
Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria,
Australia
| | - Anthony Kambourakis
- Emergency and Trauma Centre, The Alfred
Hospital, Melbourne, Victoria, Australia,Central Clinical School, Faculty of
Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria,
Australia
| | - Susan Liew
- Department of Orthopaedics, The Alfred
Hospital, Melbourne, Victoria, Australia
| | - Martin Hunn
- Department of Neurosurgery, The Alfred
Hospital, Melbourne, Victoria, Australia,Central Clinical School, Faculty of
Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria,
Australia
| | - Jin Wee Tee
- National Trauma Research Institute,
Melbourne, Victoria, Australia,Department of Neurosurgery, The Alfred
Hospital, Melbourne, Victoria, Australia,Central Clinical School, Faculty of
Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria,
Australia
| |
Collapse
|
11
|
Elsamadicy AA, Koo AB, Sarkozy M, David WB, Reeves BC, Patel S, Hansen J, Sandhu MRS, Hengartner AC, Hersh A, Kolb L, Lo SFL, Shin JH, Mendel E, Sciubba DM. Leveraging HFRS to assess how frailty affects healthcare resource utilization after elective ACDF for CSM. Spine J 2023; 23:124-135. [PMID: 35988878 DOI: 10.1016/j.spinee.2022.08.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 07/15/2022] [Accepted: 08/04/2022] [Indexed: 02/08/2023]
Abstract
BACKGROUND CONTEXT Frailty is a common comorbidity associated with worsening outcomes in various medical and surgical fields. The Hospital Frailty Risk Score (HFRS) is a recently developed tool which assesses frailty using 109 International Classification of Diseases, 10th Revision, Clinical Modification (ICD-10-CM) comorbidity codes to assess severity of frailty. However, there is a paucity of studies utilizing the HFRS with patients undergoing anterior cervical discectomy and fusion (ACDF) for cervical spondylotic myelopathy (CSM). PURPOSE The aim of this study was to investigate the impact of HFRS on health care resource utilization following ACDF for CSM. STUDY DESIGN A retrospective cohort study was performed using the Nationwide Inpatient Sample (NIS) database from 2016-2019. PATIENT SAMPLE All adult (≥18 years old) patients undergoing primary, ACDF for CSM were identified using the ICD-10 CM codes. OUTCOME MEASURES Weighted patient demographics, comorbidities, perioperative complications, LOS, discharge disposition, and total admission costs were assessed. METHODS The 109 ICD-10 codes with pre-assigned values from 0.1 to 7.1 pertaining to frailty were queried in each patient, with a cumulative HFRS ≥5 indicating a frail patient. Patients were then categorized as either Low HFRS (HFRS<5) or Moderate to High HFRS (HFRS≥5). A multivariate stepwise logistic regression was used to determine the odds ratio for risk-adjusted extended LOS, non-routine discharge disposition, and increased hospital cost. RESULTS A total of 29,305 patients were identified, of which 3,135 (10.7%) had a Moderate to High HFRS. Patients with a Moderate to High HFRS had higher rates of 1 or more postoperative complications (Low HFRS: 9.5% vs. Moderate-High HFRS: 38.6%, p≤.001), significantly longer hospital stays (Low HFRS: 1.8±1.7 days vs. Moderate-High HFRS: 4.4 ± 6.0, p≤.001), higher rates of non-routine discharge (Low HFRS: 5.8% vs. Moderate-High HFRS: 28.2%, p≤.001), and increased total cost of admission (Low HFRS: $19,691±9,740 vs. Moderate-High HFRS: $26,935±22,824, p≤.001) than patients in the Low HFRS cohort. On multivariate analysis, Moderate to High HFRS was found to be a significant independent predictor for extended LOS [OR: 3.19, 95% CI: (2.60, 3.91), p≤.001] and non-routine discharge disposition [OR: 3.88, 95% CI: (3.05, 4.95), p≤.001] but not increased cost [OR: 1.10, 95% CI: (0.87, 1.40), p=.418]. CONCLUSIONS Our study suggests that patients with a higher HFRS have increased total hospital costs, a longer LOS, higher complication rates, and more frequent nonroutine discharge compared with patients with a low HFRS following elective ACDF for CSM. Although frail patients should not be precluded from surgical management of cervical spine pathology, these findings highlight the need for peri-operative protocols to medically optimize patients to improve health care quality and decrease costs.
Collapse
Affiliation(s)
- Aladine A Elsamadicy
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA.
| | - Andrew B Koo
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Margot Sarkozy
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Wyatt B David
- Department of Orthopedics, Yale University School of Medicine, New Haven, CT, USA
| | - Benjamin C Reeves
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Saarang Patel
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Justice Hansen
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Mani Ratnesh S Sandhu
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Astrid C Hengartner
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Andrew Hersh
- Department of Neurosurgery, John Hopkins School of Medicine, Baltimore, MD, USA
| | - Luis Kolb
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, 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, NY, USA
| | - John H Shin
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ehud Mendel
- Department of Neurosurgery, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, John Hopkins School of Medicine, Baltimore, MD, USA; Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, NY, USA
| |
Collapse
|
12
|
Trends in Outcomes of a Prospective Consecutively Enrolled Single-Center Adult Cervical Deformity Series. Spine (Phila Pa 1976) 2022; 47:1694-1700. [PMID: 36007013 DOI: 10.1097/brs.0000000000004457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Accepted: 06/20/2022] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort. OBJECTIVE The aim was to describe the two-year outcomes for patients undergoing surgical correction of cervical deformity (CD). BACKGROUND Adult CD has been shown to compromise health-related quality of life. While advances in spinal realignment have shown promising short-term clinical results in this parameter, the long-term outcomes of CD corrective surgery remain unclear. MATERIALS AND METHODS Operative CD patients >18 years with two-year (2Y) health-related quality of life/radiographic data were included. Improvement in radiographic, neurologic, and health-related quality of life outcomes were reported. Patients with a prior cervical fusion and patients with the greatest and smallest change based on Neck Disability Index (NDI), numeric rating scale (NRS) neck, modified Japanese Orthopaedic Association (mJOA) were compared using multivariable analysis controlling for age, and frailty, and invasiveness. RESULTS One hundred and fifty-eight patients were included in this study. By 2Y, 96.3% of patients improved in Ames cervical sagittal vertical axis modifier, 34.2% in T1 slope minus cervical lordosis (TS-CL), 42.0% in horizontal gaze modifier, and 40.9% in SVA modifier. In addition, 65.5% of patients improved in Passias CL modifier, 53.3% in TS-CL modifier, 100% in C2-T3 modifier, 88.9% in C2S modifier, and 81.0% in MGS modifier severity by 2Y. The cohort significantly improved from baseline to 2Y in NDI, NRS Neck, and mJOA, all P <0.05. 59.3% of patients met minimal clinically important difference for NDI, 62.3% for NRS Neck, and 37.3% for mJOA. Ninety-seven patients presented with at least one neurologic deficit at baseline and 63.9% no longer reported that deficit at follow-up. There were 45 (34.6%) cases of distal junctional kyphosis (DJK) (∆DJKA>10° between lower instrumented vertebra and lower instrumented vertebra-2), of which 17 were distal junctional failure (distal junctional failure-DJK requiring reoperation). Patients with the greatest beneficial change were less likely to have had a complication in the two-year follow-up period. CONCLUSION Correction of CD results in notable clinical and radiographic improvement with most patients achieving favorable outcomes after two years. However, complications including DJK or failure remain prevalent.
Collapse
|
13
|
Passias PG, Krol O, Moattari K, Williamson TK, Lafage V, Lafage R, Kim HJ, Daniels A, Diebo B, Protopsaltis T, Mundis G, Kebaish K, Soroceanu A, Scheer J, Hamilton DK, Klineberg E, Schoenfeld AJ, Vira S, Line B, Hart R, Burton DC, Schwab FA, Shaffrey C, Bess S, Smith JS, Ames CP. Evolution of Adult Cervical Deformity Surgery Clinical and Radiographic Outcomes Based on a Multicenter Prospective Study: Are Behaviors and Outcomes Changing With Experience? Spine (Phila Pa 1976) 2022; 47:1574-1582. [PMID: 35797645 DOI: 10.1097/brs.0000000000004419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 05/02/2022] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE Assess changes in outcomes and surgical approaches for adult cervical deformity surgery over time. SUMMARY OF BACKGROUND DATA As the population ages and the prevalence of cervical deformity increases, corrective surgery has been increasingly seen as a viable treatment. Dramatic surgical advancements and expansion of knowledge on this procedure have transpired over the years, but the impact on cervical deformity surgery is unknown. MATERIALS AND METHODS Adult cervical deformity patients (18 yrs and above) with complete baseline and up to the two-year health-related quality of life and radiographic data were included. Descriptive analysis included demographics, radiographic, and surgical details. Patients were grouped into early (2013-2014) and late (2015-2017) by date of surgery. Univariate and multivariable regression analyses were used to assess differences in surgical, radiographic, and clinical outcomes over time. RESULTS A total of 119 cervical deformity patients met the inclusion criteria. Early group consisted of 72 patients, and late group consisted of 47. The late group had a higher Charlson Comorbidity Index (1.3 vs. 0.72), more cerebrovascular disease (6% vs. 0%, both P <0.05), and no difference in age, frailty, deformity, or cervical rigidity. Controlling for baseline deformity and age, late group underwent fewer three-column osteotomies [odds ratio (OR)=0.18, 95% confidence interval (CI): 0.06-0.76, P =0.014]. At the last follow-up, late group had less patients with: a moderate/high Ames horizontal modifier (71.7% vs. 88.2%), and overcorrection in pelvic tilt (4.3% vs. 18.1%, both P <0.05). Controlling for baseline deformity, age, levels fused, and three-column osteotomies, late group experienced fewer adverse events (OR=0.15, 95% CI: 0.28-0.8, P =0.03), and neurological complications (OR=0.1, 95% CI: 0.012-0.87, P =0.03). CONCLUSION Despite a population with greater comorbidity and associated risk, outcomes remained consistent between early and later time periods, indicating general improvements in care. The later cohort demonstrated fewer three-column osteotomies, less suboptimal realignments, and concomitant reductions in adverse events and neurological complications. This may suggest a greater facility with less invasive techniques.
Collapse
Affiliation(s)
- Peter G Passias
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Oscar Krol
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Kevin Moattari
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Tyler K Williamson
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Virginie Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, NY, NY
| | - Renaud Lafage
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY
| | - Han Jo Kim
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY
| | - Alan Daniels
- Department of Orthopaedic Surgery, University of California, Davis, Davis, CA
| | - Bassel Diebo
- Deparment of Orthopedic Surgery, SUNY Downstate, New York, NY
| | - Themistocles Protopsaltis
- Division of Spinal Surgery/Department of Orthopaedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Gregory Mundis
- Division of Orthopaedic Surgery, Scripps Clinic, La Jolla, CA
| | - Khaled Kebaish
- Department of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Alexandra Soroceanu
- Department of Orthopaedic Surgery, University of Calgary, Calgary, AB, Canada
| | - Justin Scheer
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA
| | - D Kojo Hamilton
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Eric Klineberg
- Department of Orthopaedic Surgery, University of California, Davis, Davis, CA
| | - Andrew J Schoenfeld
- Department of Orthopedic Surgery, Brigham and Women's Center for Surgery and Public Health, Boston, MA
| | - Shaleen Vira
- Department of Orthopaedic Surgery, Southwest Scoliosis Center, Dallas, TX
| | - Breton Line
- Department of Spine Surgery, Denver International Spine Clinic, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, CO
| | - Robert Hart
- Department of Orthopaedic Surgery, Swedish Neuroscience Institute, Seattle, WA
| | - Douglas C Burton
- Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City, KS
| | - Frank A Schwab
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, NY, NY
| | | | - Shay Bess
- Department of Spine Surgery, Denver International Spine Clinic, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, CO
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, VA
| | - Christopher P Ames
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA
| |
Collapse
|
14
|
The Additional Economic Burden of Frailty in Adult Cervical Deformity Patients Undergoing Surgical Intervention. Spine (Phila Pa 1976) 2022; 47:1418-1425. [PMID: 35797658 DOI: 10.1097/brs.0000000000004407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 03/03/2022] [Indexed: 02/01/2023]
Abstract
SUMMARY OF BACKGROUND DATA The influence of frailty on economic burden following corrective surgery for the adult cervical deformity (CD) is understudied and may provide valuable insights for preoperative planning. OBJECTIVE To assess the influence of baseline frailty status on the economic burden of CD surgery. STUDY DESIGN Retrospective cohort. MATERIALS AND METHODS CD patients with frailty scores and baseline and two-year Neck Disability Index data were included. Frailty score was categorized patients by modified CD frailty index into not frail (NF) and frail (F). Analysis of covariance was used to estimate marginal means adjusting for age, sex, surgical approach, and baseline sacral slope, T1 slope minus cervical lordosis, C2-C7 angle, C2-C7 sagittal vertical axis. Costs were derived from PearlDiver registry data. Reimbursement consisted of a standardized estimate using regression analysis of Medicare payscales for services within a 30-day window including length of stay and death. This data is representative of the national average Medicare cost differentiated by complication/comorbidity outcome, surgical approach, and revision status. Cost per quality-adjusted life-year (QALY) at two years was calculated for NF and F patients. RESULTS There were 126 patients included. There were 68 NF patients and 58 classified as F. Frailty groups did not differ by overall complications, instance of distal junctional kyphosis, or reoperations (all P >0.05). These groups had similar rates of radiographic and clinical improvement by two years. NF and F had similar overall cost ($36,731.03 vs. $37,356.75, P =0.793), resulting in equivocal costs per QALYs for both patients at two years ($90,113.79 vs. $80,866.66, P =0.097). CONCLUSION F and NF patients experienced similar complication rates and upfront costs, with equivocal utility gained, leading to comparative cost-effectiveness with NF patients based on cost per QALYs at two years. Surgical correction for CD is an economical healthcare investment for F patients when accounting for anticipated utility gained and cost-effectiveness following the procedure. LEVEL OF EVIDENCE III.
Collapse
|
15
|
Contextualizing Frailty in Contemporary Spine Practice. Spine (Phila Pa 1976) 2022; 47:1407-1409. [PMID: 36007066 DOI: 10.1097/brs.0000000000004460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 08/11/2022] [Indexed: 02/01/2023]
|
16
|
Passias PG, Kummer N, Williamson TK, Moattari K, Lafage V, Lafage R, Kim HJ, Daniels AH, Gum JL, Diebo BG, Protopsaltis TS, Mundis GM, Eastlack RK, Soroceanu A, Scheer JK, Hamilton DK, Klineberg EO, Line B, Hart RA, Burton DC, Mummaneni P, Chou D, Park P, Schwab FJ, Shaffrey CI, Bess S, Ames CP, Smith JS. Highest Achievable Outcomes for Patients Undergoing Cervical Deformity Corrective Surgery by Frailty. Neurosurgery 2022; 91:693-700. [PMID: 36084195 DOI: 10.1227/neu.0000000000002091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 05/26/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Frailty is influential in determining operative outcomes, including complications, in patients with cervical deformity (CD). OBJECTIVE To assess whether frailty status limits the highest achievable outcomes of patients with CD. METHODS Adult patients with CD with 2-year (2Y) data included. Frailty stratification: not frail (NF) <0.2, frail (F) 0.2 to 0.4, and severely frail (SF) >0.4. Analysis of covariance established estimated marginal means based on age, invasiveness, and baseline deformity, for improvement, deterioration, or maintenance in Neck Disability Index (NDI), Modified Japanese Orthopaedic Association (mJOA), and Numerical Rating Scale Neck Pain. RESULTS One hundred twenty-six patients with CD included 29 NF, 83 F, and 14 SF. The NF group had the highest rates of deterioration and lowest rates of improvement in cervical Sagittal Vertical Axis and horizontal gaze modifiers. Two-year improvements in NDI by frailty: NF: -11.2, F: -16.9, and SF: -14.6 (P = .524). The top quartile of NF patients also had the lowest 1-year (1Y) NDI (7.0) compared with F (11.0) and SF (40.5). Between 1Y and 2Y, 7.9% of patients deteriorated in NDI, 71.1% maintained, and 21.1% improved. Between 1Y and 2Y, SF had the highest rate of improvement (42%), while NF had the highest rate of deterioration (18.5%). CONCLUSION Although frail patients improved more often by 1Y, SF patients achieve most of their clinical improvement between 1 and 2Y. Frailty is associated with factors such as osteoporosis, poor alignment, neurological status, sarcopenia, and other medical comorbidities. Similarly, clinical outcomes can be affected by many factors (fusion status, number of pain generators within treated levels, integrity of soft tissues and bone, and deformity correction). Although accounting for such factors will ultimately determine whether frailty alone is an independent risk factor, these preliminary findings may suggest that frailty status affects the clinical outcomes and improvement after CD surgery.
Collapse
Affiliation(s)
- Peter G Passias
- Department of Orthopedic and Neurosurgery, NYU Langone Orthopedic Hospital, New York Spine Institute, New York, New York, USA
| | - Nicholas Kummer
- Department of Orthopedic and Neurosurgery, NYU Langone Orthopedic Hospital, New York Spine Institute, New York, New York, USA
| | - Tyler K Williamson
- Department of Orthopedic and Neurosurgery, NYU Langone Orthopedic Hospital, New York Spine Institute, New York, New York, USA
| | - Kevin Moattari
- Department of Orthopedic and Neurosurgery, NYU Langone Orthopedic Hospital, New York Spine Institute, New York, New York, USA
| | - Virginie Lafage
- Department of Orthopedics, Lenox Hill Hospital, Northwell Health, New York, New York, USA
| | - Renaud Lafage
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, New York, USA
| | - Han Jo Kim
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, New York, USA
| | - Alan H Daniels
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, Rhode Island, USA
| | - Jeffrey L Gum
- Norton Leatherman Spine Center, Louisville, Kentucky, USA
| | - Bassel G Diebo
- Department of Orthopaedic Surgery, SUNY Downstate Medical Center, Brooklyn, New York, USA
| | - Themistocles S Protopsaltis
- Department of Orthopaedic Surgery, NYU Langone Orthopaedic Hospital, NYU Langone Health, New York, New York, USA
| | - Gregory M Mundis
- Division of Orthopaedic Surgery, Scripps Clinic Medical Group, La Jolla, California, USA
| | - Robert K Eastlack
- Department of Orthopaedic Surgery, Scripps Clinic, San Diego, California, USA
| | - Alexandra Soroceanu
- Department of Orthopaedic Surgery, University of Calgary, Calgary, Alberta, Canada
| | - Justin K Scheer
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - D Kojo Hamilton
- Department of Orthopaedic Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Eric O Klineberg
- Department of Orthopaedic Surgery, UC Davis Health System, Sacramento, California, USA
| | - Breton Line
- Department of Spine Surgery, Denver International Spine Center, Presbyterian St. Luke's Medical Center/Rocky Mountain Hospital for Children, Denver, Colorado, USA
| | - Robert A Hart
- Department of Orthopaedic Surgery, Swedish Neuroscience Institute, Seattle, Washington, USA
| | - Douglas C Burton
- Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Praveen Mummaneni
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - Dean Chou
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - Paul Park
- Department of Neurosurgery, University of Michigan Medical Center, Ann Arbor, Michigan, USA
| | - Frank J Schwab
- Department of Orthopedics, Lenox Hill Hospital, Northwell Health, New York, New York, USA
| | - Christopher I Shaffrey
- Division of Spine, Departments of Neurosurgery and Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | - Shay Bess
- Department of Spine Surgery, Denver International Spine Center, Presbyterian St. Luke's Medical Center/Rocky Mountain Hospital for Children, Denver, Colorado, USA
| | - Christopher P Ames
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| | - Justin S Smith
- Department of Orthopaedic Surgery, University of Virginia, Charlottesville, Virginia, USA
| | | |
Collapse
|
17
|
Passfall L, Williamson TK, Krol O, Lebovic J, Imbo B, Joujon-Roche R, Tretiakov P, Dangas K, Owusu-Sarpong S, Koller H, Schoenfeld AJ, Diebo BG, Vira S, Lafage R, Lafage V, Passias PG. Do the newly proposed realignment targets for C2 and T1 slope bridge the gap between radiographic and clinical success in corrective surgery for adult cervical deformity? J Neurosurg Spine 2022; 37:368-375. [PMID: 35426823 DOI: 10.3171/2022.2.spine211576] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 02/21/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Surgical correction of cervical deformity (CD) has been associated with superior alignment and functional outcomes. It has not yet been determined whether baseline or postoperative T1 slope (T1S) and C2 slope (C2S) correlate with health-related quality-of-life (HRQoL) metrics and radiographic complications, such as distal junctional kyphosis (DJK) and distal junctional failure (DJF). The objective of this study was to determine the impact of T1S and C2S deformity severity on HRQoL metrics and DJF development in patients with CD who underwent a cervical fusion procedure. METHODS All operative CD patients with upper instrumented vertebra above C7 and preoperative (baseline) and up to 2-year postoperative radiographic and HRQoL data were included. CD was defined as meeting at least one of the following radiographic parameters: C2-7 lordosis < -15°, TS1-cervical lordosis mismatch > 35°, segmental cervical kyphosis > 15° across any 3 vertebrae between C2 and T1, C2-7 sagittal vertical axis > 4 cm, McGregor's slope > 20°, or chin-brow vertical angle > 25°. Spearman's rank-order correlation and linear regression analysis assessed the impact of T1S and C2S on HRQoL metrics (Neck Disability Index [NDI], modified Japanese Orthopaedic Association [mJOA] scale, EuroQOL 5-Dimension Questionnaire [EQ-5D] visual analog scale [VAS] score, and numeric rating scale [NRS]-neck) and complications (DJK, DJF, reoperation). Logistic regression and a conditional inference tree (CIT) were used to determine radiographic thresholds for achieving optimal clinical outcome, defined as meeting good clinical outcome criteria (≥ 2 of the following: NDI < 20 or meeting minimal clinically important difference, mild myelopathy [mJOA score ≥ 14], and NRS-neck ≤ 5 or improved by ≥ 2 points), not undergoing reoperation, or developing DJF or mechanical complication by 2 years. RESULTS One hundred five patients with CD met inclusion criteria. By surgical approach, 14.7% underwent an anterior-only approach, 46.1% a posterior-only approach, and 39.2% combined anterior and posterior approaches. The mean baseline radiographic parameters were T1S 28.3° ± 14.5° and C2S 25.9° ± 17.5°. Significant associations were found between 3-month C2S and mJOA score (r = -0.248, p = 0.034), NDI (r = 0.399, p = 0.001), EQ-5D VAS (r = -0.532, p < 0.001), NRS-neck (r = 0.239, p = 0.040), and NRS-back (r = 0.264, p = 0.021), while significant correlation was also found between 3-month T1S and mJOA score (r = -0.314, p = 0.026), NDI (r = 0.445, p = 0.001), EQ-5D VAS (r = -0.347, p = 0.018), and NRS-neck (r = 0.269, p = 0.049). A significant correlation was also found between development of DJF and 3-month C2S (odds ratio [OR] 1.1, 95% confidence interval [CI] 1.01-1.1, p = 0.015) as well as for T1S (OR 1.1, 95% CI 1.01-1.1, p = 0.023). Logistic regression with CIT identified thresholds for optimal outcome by 2 years: optimal 3-month T1S < 26° (OR 5.6) and C2S < 10° (OR 10.4), severe 3-month T1S < 45.5° (OR 0.2) and C2S < 38.0° (no patient above this threshold achieved optimal outcome; all p < 0.05). Patients below both optimal thresholds achieved rates of 0% for DJK and DJF, and 100% met optimal outcome. CONCLUSIONS The severity of CD, defined by T1S and C2S at baseline and especially at 3 months, can be predictive of postoperative functional improvement and occurrence of worrisome complications in patients with CD, necessitating the use of thresholds in surgical planning to achieve optimal outcomes.
Collapse
Affiliation(s)
- Lara Passfall
- 1Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York, New York
- 2New York Spine Institute, New York, New York
| | - Tyler K Williamson
- 1Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York, New York
- 2New York Spine Institute, New York, New York
| | - Oscar Krol
- 1Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York, New York
- 2New York Spine Institute, New York, New York
| | - Jordan Lebovic
- 1Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York, New York
- 2New York Spine Institute, New York, New York
| | - Bailey Imbo
- 1Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York, New York
- 2New York Spine Institute, New York, New York
| | - Rachel Joujon-Roche
- 1Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York, New York
- 2New York Spine Institute, New York, New York
| | - Peter Tretiakov
- 1Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York, New York
- 2New York Spine Institute, New York, New York
| | | | - Stephane Owusu-Sarpong
- 1Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York, New York
- 2New York Spine Institute, New York, New York
| | - Heiko Koller
- 4Department of Neurosurgery, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Andrew J Schoenfeld
- 5Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Bassel G Diebo
- 6Department of Orthopedics, SUNY Downstate, Brooklyn, New York
| | - Shaleen Vira
- 7Department of Orthopaedic Surgery, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Renaud Lafage
- 8Department of Orthopedics, Hospital for Special Surgery, New York, New York; and
| | - Virginie Lafage
- 9Department of Orthopedics, Lenox Hill Hospital, Northwell Health, New York, New York
| | - Peter G Passias
- 1Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York, New York
- 2New York Spine Institute, New York, New York
| |
Collapse
|
18
|
Moskven E, Charest-Morin R, Flexman AM, Street JT. The measurements of frailty and their possible application to spinal conditions: a systematic review. Spine J 2022; 22:1451-1471. [PMID: 35385787 DOI: 10.1016/j.spinee.2022.03.014] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 02/19/2022] [Accepted: 03/28/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Frailty is associated with an increased risk of postoperative adverse events (AEs) within the surgical spine population. Multiple frailty tools have been reported in the surgical spine literature. However, the applicability of these tools remains unclear. PURPOSE Primary objective is to appraise the construct, feasibility, objectivity, and clinimetric properties of frailty tools reported in the surgical spine literature. Secondary objectives included determining the applicability and the most sensitive surgical spine population for each tool. STUDY DESIGN Systematic Review. PATIENT SAMPLE Studies reporting the use of a clinical frailty tool with a defined methodology in the adult surgical population (age ≥18 years). OUTCOME MEASURES Postoperative adverse events (AEs) including mortality, major and minor morbidity, length of stay (LOS), unplanned readmission and reoperation, admission to the Intensive Care Unit (ICU), and adverse discharge disposition; postoperative patient-reported outcomes (health-related quality of life (HRQoL), functional, cognitive, and symptomatic); radiographic outcomes; and postoperative frailty trajectory. METHODS This systematic review was registered with PROSPERO: CRD42019109045. Publications from January 1950 to December 2020 were identified by a comprehensive search of PubMed, Ovid, and Embase, supplemented by manual screening. Studies reporting and validating a frailty tool in the surgical spine population with a measurable outcome were included. Each tool and its clinimetric properties were evaluated using validated criteria and definitions. The applicability of each tool and its most sensitive surgical spine population was determined by panel consensus. Bias was assessed using the Newcastle-Ottawa Scale. RESULTS 47 studies were included in the final qualitative analysis. A total of 14 separate frailty tools were identified, in which 9 tools assessed frailty according to the cumulative deficit definition, while 4 instruments utilized phenotypic or weighted frailty models. One instrument assessed frailty according to the comprehensive geriatric assessment (CGA) model. Twelve measures were validated as risk stratification tools for predicting postoperative AEs, while 1 tool investigated the effect of spine surgery on postoperative frailty trajectory. The modified frailty index (mFI), 5-item mFI, adult spinal deformity frailty index (ASD-FI), FRAIL Scale, and CGA had the most positive ratings for clinimetric properties assessed. CONCLUSIONS The assessment of frailty is important in the surgical decision-making process. Cumulative deficit and weighted frailty instruments are appropriate risk stratification tools. Phenotypic tools are sensitive for capturing the relationship between spinal pathology, spine surgery, and prehabilitation on frailty trajectory. CGA instruments are appropriate screening tools for identifying health deficits susceptible to improvement and guiding optimization strategies. Studies are needed to determine whether spine surgery and prehabilitation are effective interventions to reverse frailty.
Collapse
Affiliation(s)
- Eryck Moskven
- Vancouver Spine Surgery Institute, Department of Orthopaedics, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Raphaële Charest-Morin
- Vancouver Spine Surgery Institute, Department of Orthopaedics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Alana M Flexman
- Department of Anaesthesiology, Pharmacology and Therapeutics, University of British Columbia, Vancouver, British Columbia, Canada; Department of Anaesthesiology and Perioperative Care, St. Paul's Hospital/Providence Health Care, Vancouver, British Columbia, Canada
| | - John T Street
- Vancouver Spine Surgery Institute, Department of Orthopaedics, University of British Columbia, Vancouver, British Columbia, Canada
| |
Collapse
|
19
|
Cong T, Hall AJ, Jia Z, Christiano A, Elsevier HCK, Cheung ZB, Wellman D, Forsh D, Lane JM. Conceptualizing Biological Aging and Frailty in Orthopaedics: A Framework for Clinical Practice. J Bone Joint Surg Am 2022; 104:1212-1222. [PMID: 35275895 DOI: 10.2106/jbjs.21.01053] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
➤ Biological aging can best be conceptualized clinically as a combination of 3 components: frailty, comorbidity, and disability. ➤ Despite advancements in the understanding of senescence, chronological age remains the best estimate of biological age. However, a useful exercise for practitioners is to look beyond chronological age in clinical and surgical decision-making. ➤ A chronologically aging person does not age biologically at the same rate. ➤ The best way to understand frailty is to consider it as a physical phenotype. ➤ Physical optimization should parallel medical optimization before elective surgery. ➤ The poorer the host (both in terms of bone quality and propensity for healing), the more robust the implant construct must be to minimize reliance on host biology.
Collapse
Affiliation(s)
- Ting Cong
- Department of Orthopaedic Surgery, Mount Sinai Hospital, New York, NY
| | - Arielle J Hall
- Rowan School of Osteopathic Medicine, Stratford, New Jersey
| | - Zhimeng Jia
- Temmy Latner Centre for Palliative Care, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Anthony Christiano
- Department of Orthopaedic Surgery, Hennepin Healthcare, Minneapolis, Minnesota
| | - Hannah C K Elsevier
- Department of Orthopaedic Surgery, University of California San Francisco, San Francisco, California
| | - Zoe B Cheung
- Department of Orthopaedic Surgery, University of California Davis, Davis, California
| | - David Wellman
- Department of Orthopaedic Surgery, Westchester Medical Center, Westchester, New York
| | - David Forsh
- Department of Orthopaedic Surgery, Mount Sinai Hospital, New York, NY
| | - Joseph M Lane
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| |
Collapse
|
20
|
Which frailty scales for patients with adult spinal deformity are feasible and adequate? A systematic review. Spine J 2022; 22:1191-1204. [PMID: 35123046 DOI: 10.1016/j.spinee.2022.01.017] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Revised: 01/19/2022] [Accepted: 01/27/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Frailty as a concept is not yet fully understood, and is not the same as comorbidity. It is associated with an increased risk of adverse events and mortality after surgery, which makes its preoperative assessment significant. Despite its relevance, it still remains unclear which scales are appropriate for use in patients with spinal pathology. PURPOSE To evaluate the feasibility and measurement properties of frailty scales for spine patients, specifically with adult spinal deformity (ASD), and to propose adequate scales for primary triage to prevent surgery in too frail patients and for preoperative assessment to modify patients' condition and surgical plans. STUDY DESIGN/SETTING Systematic review. METHODS Systematic search was performed between 2010 and 2021 including terms relating to spinal disorders, frailty scales, and methodological quality. Characteristics of the studies and frailty scales and data describing relation to treatment outcomes were extracted. The risk of bias was determined with the QAREL score. RESULTS Of the 1993 references found, 88 original studies were included and 23 scales were identified. No prospective interventional study was found where the preoperative frailty assessment was implemented. Predictive value of scales for surgical outcomes varied, dependent on spinal disorders, type of surgeries, patients' age and frailty at baseline, and outcomes. Seventeen studies reported measurement properties of eight scales but these studies were not free of bias. In 30 ASD studies, ASD-Frailty Index (ASD-FI, n=14) and 11-item modified Frailty Index (mFI-11, n=11) were most frequently used. These scales were mainly studied in registry studies including young adult population, and carry a risk of sample bias and make their validity in elderly population unclear. ASD-FI covers multidisciplinary concepts of frailty with 40 items but its feasibility in clinical practice is questionable due to its length. The Risk Analysis Index, another multidisciplinary scale with 14 items, has been implemented for preoperative assessment in other surgical domains and was proven to be feasible and effective in interventional prospective studies. The FRAIL is a simple questionnaire with five items and its predictive value was confirmed in prospective cohort studies in which only elderly patients were included. CONCLUSIONS No adequate scale was identified in terms of methodological quality and feasibility for daily practice. Careful attention should be paid when choosing an adequate scale, which depends on the setting of interest (eg triage or preoperative work-up). We recommend to further study a simple and predictive scale such as FRAIL for primary triage and a comprehensive and feasible scale such as Risk Analysis Index for preoperative assessment for patients undergoing spine surgery, as their adequacy has been shown in other medical domains.
Collapse
|
21
|
Chan AK, Shahrestani S, Ballatori AM, Orrico KO, Manley GT, Tarapore PE, Huang M, Dhall SS, Chou D, Mummaneni PV, DiGiorgio AM. Is the Centers for Medicare and Medicaid Services Hierarchical Condition Category Risk Adjustment Model Satisfactory for Quantifying Risk After Spine Surgery? Neurosurgery 2022; 91:123-131. [PMID: 35550453 PMCID: PMC9514755 DOI: 10.1227/neu.0000000000001980] [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: 07/23/2021] [Accepted: 01/12/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The Centers for Medicare and Medicaid Services (CMS) hierarchical condition category (HCC) coding is a risk adjustment model that allows for the estimation of risk-and cost-associated with health care provision. Current models may not include key factors that fully delineate the risk associated with spine surgery. OBJECTIVE To augment CMS HCC risk adjustment methodology with socioeconomic data to improve its predictive capabilities for spine surgery. METHODS The National Inpatient Sample was queried for spinal fusion, and the data was merged with county-level coverage and socioeconomic status variables obtained from the Brookings Institute. We predicted outcomes (death, nonroutine discharge, length of stay [LOS], total charges, and perioperative complication) with pairs of hierarchical, mixed effects logistic regression models-one using CMS HCC score alone and another augmenting CMS HCC scores with demographic and socioeconomic status variables. Models were compared using receiver operating characteristic curves. Variable importance was assessed in conjunction with Wald testing for model optimization. RESULTS We analyzed 653 815 patients. Expanded models outperformed models using CMS HCC score alone for mortality, nonroutine discharge, LOS, total charges, and complications. For expanded models, variable importance analyses demonstrated that CMS HCC score was of chief importance for models of mortality, LOS, total charges, and complications. For the model of nonroutine discharge, age was the most important variable. For the model of total charges, unemployment rate was nearly as important as CMS HCC score. CONCLUSION The addition of key demographic and socioeconomic characteristics substantially improves the CMS HCC risk-adjustment models when modeling spinal fusion outcomes. This finding may have important implications for payers, hospitals, and policymakers.
Collapse
Affiliation(s)
- Andrew K. Chan
- Department of Neurological Surgery, University of California, San Francisco, California, USA
- Department of Neurosurgery, Duke University, Durham, North Carolina, USA
| | - Shane Shahrestani
- Department of Medical Engineering, California Institute of Technology, Pasadena, California, USA
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Alexander M. Ballatori
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Katie O. Orrico
- American Association of Neurological Surgeons/Congress of Neurological Surgeons Washington Office, Washington, District of Columbia, USA
| | - Geoffrey T. Manley
- Department of Neurological Surgery, University of California, San Francisco, California, USA
| | - Phiroz E. Tarapore
- Department of Neurological Surgery, University of California, San Francisco, California, USA
| | - Michael Huang
- Department of Neurological Surgery, University of California, San Francisco, California, USA
| | - Sanjay S. Dhall
- Department of Neurological Surgery, University of California, San Francisco, California, USA
| | - Dean Chou
- Department of Neurological Surgery, University of California, San Francisco, California, USA
| | - Praveen V. Mummaneni
- Department of Neurological Surgery, University of California, San Francisco, California, USA
| | - Anthony M. DiGiorgio
- Department of Neurological Surgery, University of California, San Francisco, California, USA
| |
Collapse
|
22
|
Lim JX, Lim YG, Kumar A, Cheong TM, Han JX, Chen MW, Wen D, Lim W, Ng IHB, Ng VYP, Kirollos RW, Keong NCH. Relevance of presenting risks of frailty, sarcopaenia and osteopaenia to outcomes from aneurysmal subarachnoid haemorrhage. BMC Geriatr 2022; 22:333. [PMID: 35428266 PMCID: PMC9013113 DOI: 10.1186/s12877-022-03005-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 03/30/2022] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION Aneurysmal subarachnoid haemorrhage (aSAH) is a condition with significant morbidity and mortality. Traditional markers of aSAH have established their utility in the prediction of aSAH outcomes while frailty markers have been validated in other surgical specialties. We aimed to compare the predictive value of frailty indices and markers of sarcopaenia and osteopaenia, against the traditional markers for aSAH outcomes. METHODS An observational study in a tertiary neurosurgical unit on 51 consecutive patients with ruptured aSAH was performed. The best performing marker in predicting the modified Rankin scale (mRS) on discharge was selected and an appropriate threshold for the definition of frail and non-frail was derived. We compared various frailty indices (modified frailty index 11, and 5, and the National Surgical Quality Improvement Program score [NSQIP]) and markers of sarcopaenia and osteopaenia (temporalis [TMT] and zygoma thickness), against traditional markers (age, World Federation of Neurological Surgery and modified Fisher scale [MFS]) for aSAH outcomes. Univariable and multivariable analysis was then performed for various inpatient and long-term outcomes. RESULTS TMT was the best performing marker in our cohort with an AUC of 0.82, Somers' D statistic of 0.63 and Tau statistic 0.25. Of the frailty scores, the NSQIP performed the best (AUC 0.69), at levels comparable to traditional markers of aSAH, such as MFS (AUC 0.68). The threshold of 5.5 mm in TMT thickness was found to have a specificity of 0.93, sensitivity of 0.51, positive predictive value of 0.95 and negative predictive value of 0.42. After multivariate analysis, patients with TMT ≥ 5.5 mm (defined as non-frail), were less likely to experience delayed cerebral ischaemia (OR 0.11 [0.01 - 0.93], p = 0.042), any complications (OR 0.20 [0.06 - 0.069], p = 0.011), and had a larger proportion of favourable mRS on discharge (95.0% vs. 58.1%, p = 0.024) and at 3-months (95.0% vs. 64.5%, p = 0.048). However, the gap between unfavourable and favourable mRS was insignificant at the comparison of 1-year outcomes. CONCLUSION TMT, as a marker of sarcopaenia, correlated well with the presenting status, and outcomes of aSAH. Frailty, as defined by NSQIP, performed at levels equivalent to aSAH scores of clinical relevance, suggesting that, in patients presenting with acute brain injury, both non-neurological and neurological factors were complementary in the determination of eventual clinical outcomes. Further validation of these markers, in addition to exploration of other relevant frailty indices, may help to better prognosticate aSAH outcomes and allow for a precision medicine approach to decision making and optimization of best outcomes.
Collapse
Affiliation(s)
- Jia Xu Lim
- Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore.
| | - Yuan Guang Lim
- Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore
| | - Aravin Kumar
- Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore
| | - Tien Meng Cheong
- Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore
| | - Julian Xinguang Han
- Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore
| | - Min Wei Chen
- Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore
| | - David Wen
- Department of Diagnostic Radiology, Singapore General Hospital, Outram Road, Singapore, 169608, Singapore
| | - Winston Lim
- Department of Diagnostic Radiology, Singapore General Hospital, Outram Road, Singapore, 169608, Singapore
| | - Ivan Hua Bak Ng
- Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore
| | - Vincent Yew Poh Ng
- Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore
| | - Ramez Wadie Kirollos
- Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore
| | - Nicole Chwee Har Keong
- Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| |
Collapse
|
23
|
Lemos JL, Welch JM, Xiao M, Shapiro LM, Adeli E, Kamal RN. Is Frailty Associated with Adverse Outcomes After Orthopaedic Surgery?: A Systematic Review and Assessment of Definitions. JBJS Rev 2021; 9:01874474-202112000-00006. [PMID: 34936580 DOI: 10.2106/jbjs.rvw.21.00065] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
BACKGROUND There is increasing evidence supporting the association between frailty and adverse outcomes after surgery. There is, however, no consensus on how frailty should be assessed and used to inform treatment. In this review, we aimed to synthesize the current literature on the use of frailty as a predictor of adverse outcomes following orthopaedic surgery by (1) identifying the frailty instruments used and (2) evaluating the strength of the association between frailty and adverse outcomes after orthopaedic surgery. METHODS A systematic review was performed using PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. PubMed, Scopus, and the Cochrane Central Register of Controlled Trials were searched to identify articles that reported on outcomes after orthopaedic surgery within frail populations. Only studies that defined frail patients using a frailty instrument were included. The methodological quality of studies was assessed using the Newcastle-Ottawa Scale (NOS). Study demographic information, frailty instrument information (e.g., number of items, domains included), and clinical outcome measures (including mortality, readmissions, and length of stay) were collected and reported. RESULTS The initial search yielded 630 articles. Of these, 177 articles underwent full-text review; 82 articles were ultimately included and analyzed. The modified frailty index (mFI) was the most commonly used frailty instrument (38% of the studies used the mFI-11 [11-item mFI], and 24% of the studies used the mFI-5 [5-item mFI]), although a large variety of instruments were used (24 different instruments identified). Total joint arthroplasty (22%), hip fracture management (17%), and adult spinal deformity management (15%) were the most frequently studied procedures. Complications (71%) and mortality (51%) were the most frequently reported outcomes; 17% of studies reported on a functional outcome. CONCLUSIONS There is no consensus on the best approach to defining frailty among orthopaedic surgery patients, although instruments based on the accumulation-of-deficits model (such as the mFI) were the most common. Frailty was highly associated with adverse outcomes, but the majority of the studies were retrospective and did not identify frailty prospectively in a prediction model. Although many outcomes were described (complications and mortality being the most common), there was a considerable amount of heterogeneity in measurement strategy and subsequent strength of association. Future investigations evaluating the association between frailty and orthopaedic surgical outcomes should focus on prospective study designs, long-term outcomes, and assessments of patient-reported outcomes and/or functional recovery scores. CLINICAL RELEVANCE Preoperatively identifying high-risk orthopaedic surgery patients through frailty instruments has the potential to improve patient outcomes. Frailty screenings can create opportunities for targeted intervention efforts and guide patient-provider decision-making.
Collapse
Affiliation(s)
- Jacie L Lemos
- VOICES Health Policy Research Center, Department of Orthopaedic Surgery, Stanford University, Redwood City, California
| | - Jessica M Welch
- VOICES Health Policy Research Center, Department of Orthopaedic Surgery, Stanford University, Redwood City, California
| | - Michelle Xiao
- VOICES Health Policy Research Center, Department of Orthopaedic Surgery, Stanford University, Redwood City, California
| | - Lauren M Shapiro
- Department of Orthopaedic Surgery, University of California-San Francisco, San Francisco, California
| | - Ehsan Adeli
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California
| | - Robin N Kamal
- VOICES Health Policy Research Center, Department of Orthopaedic Surgery, Stanford University, Redwood City, California
| |
Collapse
|
24
|
Passias PG, Bortz C, Pierce KE, Kummer NA, Lafage R, Diebo BG, Line BG, Lafage V, Burton DC, Klineberg EO, Kim HJ, Daniels AH, Mundis GM, Protopsaltis TS, Eastlack RK, Sciubba DM, Bess S, Schwab FJ, Shaffrey CI, Smith JS, Ames CP. Appropriate Risk Stratification and Accounting for Age-Adjusted Reciprocal Changes in the Thoracolumbar Spine Reduces the Incidence and Magnitude of Distal Junctional Kyphosis in Cervical Deformity Surgery. Spine (Phila Pa 1976) 2021; 46:1437-1447. [PMID: 33710114 DOI: 10.1097/brs.0000000000004033] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort study of a prospective cervical deformity (CD) database. OBJECTIVE Identify factors associated with distal junctional kyphosis (DJK); assess differences across DJK types. SUMMARY OF BACKGROUND DATA DJK may develop as compensation for mal-correction of sagittal deformity in the thoracic curve. There is limited understanding of DJK drivers, especially for different DJK types. METHODS Included: patients with pre- and postoperative clinical/radiographic data. Excluded: patients with previous fusion to L5 or below. DJK was defined per surgeon note or DJK angle (kyphosis from LIV to LIV-2)<-10°, and pre- to postoperative change in DJK angle by<-10°. Age-specific target LL-TK alignment was calculated as published. Offset from target LL-TK was correlated to DJK magnitude and inclination. DJK types: severe (DJK<-20°), progressive (DJK increase>4.4°), symptomatic (reoperation or published disability thresholds of NDI ≥ 24 or mJOA≤14). Random forest identified factors associated with DJK. Means comparison tests assessed differences. RESULTS Included: 136 CD patients (61 ± 10 yr, 61%F). DJK rate was 30%. Postop offset from ideal LL-TK correlated with greater DJK angle (r = 0.428) and inclination of the distal end of the fusion construct (r = 0.244, both P < 0.02). Seven of the top 15 factors associated with DJK were radiographic, four surgical, and four clinical. Breakdown by type: severe (22%), progressive (24%), symptomatic (61%). Symptomatic had more posterior osteotomies than asymptomatic (P = 0.018). Severe had worse NDI and upper-cervical deformity (CL, C2 slope, C0-C2), as well as more posterior osteotomies than nonsevere (all P < 0.01). Progressive had greater malalignment both globally and in the cervical spine (all P < 0.03) than static. Each type had varying associated factors. CONCLUSION Offset from age-specific alignment is associated with greater DJK and more anterior distal construct inclination, suggesting DJK may develop due to inappropriate realignment. Preoperative clinical and radiographic factors are associated with symptomatic and progressive DJK, suggesting the need for preoperative risk stratification.Level of Evidence: 3.
Collapse
Affiliation(s)
- Peter G Passias
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, NY
| | - Cole Bortz
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, NY
| | - Katherine E Pierce
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, NY
| | - Nicholas A Kummer
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, NY
| | - Renaud Lafage
- Department of Orthopedics, Hospital for Special Surgery, New York, NY
| | - Bassel G Diebo
- Department of Orthopedic Surgery, SUNY Downstate Medical Center, Brooklyn, NY
| | - Breton G Line
- Department of Orthopaedic Surgery, Rocky Mountain Scoliosis and Spine, Denver, CO
| | - Virginie Lafage
- Department of Orthopedics, Hospital for Special Surgery, New York, NY
| | - Douglas C Burton
- Department of Orthopedic Surgery, University of Kansas Medical Center, Kansas City, KS
| | - Eric O Klineberg
- Department of Orthopedic Surgery, University of California, Davis, Davis, CA
| | - Han Jo Kim
- Department of Orthopedics, Hospital for Special Surgery, New York, NY
| | - Alan H Daniels
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence, RI
| | | | | | | | - Daniel M Sciubba
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Shay Bess
- Department of Orthopaedic Surgery, Rocky Mountain Scoliosis and Spine, Denver, CO
| | - Frank J Schwab
- Department of Orthopedics, Hospital for Special Surgery, New York, NY
| | | | - Justin S Smith
- Department of Neurosurgery, University of Virginia, Charlottesville, VA
| | - Christopher P Ames
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA
| |
Collapse
|
25
|
Pierce KE, Passias PG, Daniels AH, Lafage R, Ahmad W, Naessig S, Lafage V, Protopsaltis T, Eastlack R, Hart R, Burton D, Bess S, Schwab F, Shaffrey C, Smith JS, Ames C. Baseline Frailty Status Influences Recovery Patterns and Outcomes Following Alignment Correction of Cervical Deformity. Neurosurgery 2021; 88:1121-1127. [PMID: 33611600 DOI: 10.1093/neuros/nyab039] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 12/20/2020] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Frailty severity may be an important determinant for impaired recovery after cervical spine deformity (CD) corrective surgery. OBJECTIVE To evaluate postop clinical recovery among CD patients between frailty states undergoing primary procedures. METHODS Patients >18 yr old undergoing surgery for CD with health-related quality of life (HRQL) data at baseline, 3-mo, and 1-yr postoperative were identified. Patients were stratified by the modified CD frailty index scale from 0 to 1 (no frailty [NF] <0.3, mild/severe fraily [F] >0.3). Patients in NF and F groups were propensity score matched for TS-CL (T1 slope [TS] minus angle between the C2 inferior end plate and the C7 inferior end plate [CL]) to control for baseline deformity. Area under the curve was calculated for follow-up time intervals determining overall normalized, time-adjusted HRQL outcomes; Integrated Health State (IHS) was compared between NF and F groups. RESULTS A total of 106 CD patients were included (61.7 yr, 66% F, 27.7 kg/m2)-by frailty group: 52.8% NF, 47.2% F. After propensity score matching for TS-CL (mean: 38.1°), 38 patients remained in each of the NF and F groups. IHS-adjusted HRQL outcomes from baseline to 1 yr showed a significant difference in Euro-Qol 5 Dimension scores (NF: 1.02, F: 1.07, P = .016). No significant differences were found in the IHS Neck Disability Index (NDI) and modified Japanese Orthopedic Association between frailty groups (P > .05). F patients had more postop major complications (31.3%) compared to the NF (8.9%), P = .004, though DJK occurrence and reoperation between the groups was not significant. CONCLUSION While all groups exhibited improved postop disability and pain scores, frail patients experienced greater amount of improvement in overall health state compared to baseline disability. This signifies that with frailty severity, patients have more room for improvement postop compared to baseline quality of life.
Collapse
Affiliation(s)
- Katherine E Pierce
- Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute, New York, New York, USA
| | - Peter G Passias
- Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute, New York, New York, USA
| | - Alan H Daniels
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence, Rhode Island, USA
| | - Renaud Lafage
- Department of Orthopedics, Hospital for Special Surgery, New York, New York, USA
| | - Waleed Ahmad
- Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute, New York, New York, USA
| | - Sara Naessig
- Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute, New York, New York, USA
| | - Virginie Lafage
- Department of Orthopedics, Hospital for Special Surgery, New York, New York, USA
| | | | - Robert Eastlack
- Division of Orthopaedic Surgery, Scripps Clinic, La Jolla, California, USA
| | - Robert Hart
- Department of Orthopaedic Surgery, Swedish Neuroscience Institute, Seattle, Washington, USA
| | - Douglas Burton
- Department of Orthopedic Surgery, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Shay Bess
- Rocky Mountain Scoliosis and Spine, Denver, Colorado, USA
| | - Frank Schwab
- Department of Orthopedics, Hospital for Special Surgery, New York, New York, USA
| | - Christopher Shaffrey
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, Virginia, USA
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, Virginia, USA
| | - Christopher Ames
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California, USA
| |
Collapse
|
26
|
Tan LA. Commentary: Baseline Frailty Status Influences Recovery Patterns and Outcomes Following Alignment Correction of Cervical Deformity. Neurosurgery 2021; 88:E493-E494. [PMID: 33733269 DOI: 10.1093/neuros/nyab071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 01/14/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
- Lee A Tan
- Department of Neurological Surgery, UCSF Medical Center, San Francisco, California, USA
| |
Collapse
|
27
|
Passias PG, Pierce KE, Brown AE, Bortz CA, Alas H, Lafage R, Lafage V, Line B, Klineberg EO, Burton DC, Hart R, Daniels AH, Bess S, Diebo B, Protopsaltis T, Eastlack R, Shaffrey CI, Schwab FJ, Smith JS, Ames C, On Behalf Of The International Spine Study Group. Redefining cervical spine deformity classification through novel cutoffs: An assessment of the relationship between radiographic parameters and functional neurological outcomes. JOURNAL OF CRANIOVERTEBRAL JUNCTION AND SPINE 2021; 12:157-164. [PMID: 34194162 PMCID: PMC8214235 DOI: 10.4103/jcvjs.jcvjs_22_21] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 03/10/2021] [Indexed: 11/24/2022] Open
Abstract
Purpose: The aim is to investigate the relationship between cervical parameters and the modified Japanese Orthopedic Association scale (mJOA). Materials and Methods: Surgical adult cervical deformity (CD) patients were included in this retrospective analysis. After determining data followed a parametric distribution through the Shapiro–Wilk Normality (P = 0.15, P > 0.05), Pearson correlations were run for radiographic parameters and mJOA. For significant correlations, logistic regressions were performed to determine a threshold of radiographic measures for which the correlation with mJOA scores was most significant. mJOA score of 14 and <12 reported cut-off values for moderate (M) and severe (S) disability. New modifiers were compared to an existing classification using Spearman's rho and logistic regression analyses to predict outcomes up to 2 years. Results: A total of 123 CD patients were included (60.5 years, 65%F, 29.1 kg/m2). For significant baseline factors from Pearson correlations, the following thresholds were predicted: MGS (M:-12 to-9° and 0°–19°, P = 0.020; S: >19° and <−12°, χ2= 4.291, P = 0.036), TS-CL (M: 26°to 45°, P = 0.201; S: >45°, χ2= 7.8, P = 0.005), CL (M:-21° to 3°, χ2= 8.947, P = 0.004; S: <−21°, χ2= 9.3, P = 0.009), C2-T3 (M: −35° to −25°, χ2= 5.485, P = 0.046; S: <−35°, χ2= 4.1, P = 0.041), C2 Slope (M: 33° to 49°, P = 0.122; S: >49°, χ2= 5.7, P = 0.008), and Frailty (Mild: 0.18–0.27, P = 0.129; Severe: >0.27, P = 0.002). Compared to existing Ames- International Spine Study Group classification, the novel thresholds demonstrated significant predictive value for reoperation and mortality up to 2 years. Conclusions: Collectively, these radiographic values can be utilized in refining existing classifications and developing collective understanding of severity and surgical targets in corrective surgery for adult CD.
Collapse
Affiliation(s)
- Peter Gust Passias
- Department of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute, New York, NY, USA
| | - Katherine E Pierce
- Department of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute, New York, NY, USA
| | - Avery E Brown
- Department of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute, New York, NY, USA
| | - Cole A Bortz
- Department of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute, New York, NY, USA
| | - Haddy Alas
- Department of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute, New York, NY, USA
| | - Renaud Lafage
- Department of Orthopedics, Hospital for Special Surgery, New York, NY, USA
| | - Virginie Lafage
- Department of Orthopedics, Hospital for Special Surgery, New York, NY, USA
| | - Breton Line
- Department of Spine Surgery, Denver International Spine Center, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, Colorado, USA
| | - Eric O Klineberg
- Department of Orthopaedic Surgery, University of California, Davis, Davis, USA
| | - Douglas C Burton
- Department of Orthopedic Surgery, University of Kansas Medical Center, Kansas City, KS, USA
| | - Robert Hart
- Department of Orthopaedic Surgery, Swedish Neuroscience Institute, Seattle, WA, USA
| | - Alan H Daniels
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence, RI, USA
| | - Shay Bess
- Department of Spine Surgery, Denver International Spine Center, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, Colorado, USA
| | - Bassel Diebo
- Department of Orthopaedic Surgery, SUNY Downstate Medical Center, New York, NY, USA
| | | | - Robert Eastlack
- Division of Orthopaedic Surgery, Scripps Clinic, La Jolla, USA
| | - Christopher I Shaffrey
- Departments of Neurosurgery and Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Frank J Schwab
- Department of Orthopedics, Hospital for Special Surgery, New York, NY, USA
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia, Charlottesville, VA, USA
| | - Christopher Ames
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
| | | |
Collapse
|
28
|
Chan V, Wilson JRF, Ravinsky R, Badhiwala JH, Jiang F, Anderson M, Yee A, Wilson JR, Fehlings MG. Frailty adversely affects outcomes of patients undergoing spine surgery: a systematic review. Spine J 2021; 21:988-1000. [PMID: 33548521 DOI: 10.1016/j.spinee.2021.01.028] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 12/16/2020] [Accepted: 01/30/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND With an aging population, there are an increasing number of elderly patients undergoing spine surgery. Recent literature in other surgical specialties suggest frailty to be an important predictor of outcomes. PURPOSE The aim of this review was to examine the association between frailty and outcomes after spine surgery. STUDY DESIGN A systematic review was performed. PATIENT SAMPLE Electronic databases from 1946 to 2020 were searched to identify articles on frailty and spine surgery. OUTCOME MEASURES The primary outcome was adverse events. Secondary outcomes included other measures of morbidity, mortality, and patient outcomes. METHODS Sample size, mean age, age limitation, data source, study design, primary pathology, surgical procedure performed, follow-up period, assessment of frailty used, surgical outcomes, and impact of frailty on outcomes were extracted from eligible studies. Quality and bias were assessed using the PRISMA 27-point item checklist and the QUADAS-2 tool. RESULTS Thirty-two studies were selected for review, with a total of 127,813 patients. There were eight different frailty indices/measures. Regardless of how frailty was measured, frailty was associated with an increased risk of adverse events, mortality, extended length of stay, readmission, and nonhome discharge. CONCLUSION There is strong evidence that frailty is associated with an increased risk of morbidity and mortality in patients who received spine surgery. However, it remains inconclusive whether frailty impacts patient outcomes and quality of life after surgery.
Collapse
Affiliation(s)
- Vivien Chan
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, M5T 2S8
| | - Jamie R F Wilson
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, M5T 2S8; Division of Neurosurgery, Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, Ontario, M5T 2S8
| | - Robert Ravinsky
- Department of Orthopaedic Surgery, University of Arizona College of Medicine - Phoenix, 755 E. McDowell Rd, 2nd Floor, Phoenix, AZ,85006; Spine Division, The CORE Institute, 18444 N. 25th Ave, suite 210, Phoenix, AZ, 85023
| | - Jetan H Badhiwala
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, M5T 2S8; Division of Neurosurgery, Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, Ontario, M5T 2S8
| | - Fan Jiang
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, M5T 2S8; Division of Neurosurgery, Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, Ontario, M5T 2S8
| | - Melanie Anderson
- Library and Information Services, University Health Network, Toronto, Ontario, M5T 2S8
| | - Albert Yee
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, M5T 2S8; Department of Orthopedic Surgery, Sunnybrook Health Sciences Center, Toronto, Ontario, M4N 3M5
| | - Jefferson R Wilson
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, M5T 2S8; Department of Neurosurgery, St. Michael's Hospital, Toronto, Ontario, M5B 1W8
| | - Michael G Fehlings
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, M5T 2S8; Division of Neurosurgery, Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, Ontario, M5T 2S8.
| |
Collapse
|
29
|
Massaad E, Williams N, Hadzipasic M, Patel SS, Fourman MS, Kiapour A, Schoenfeld AJ, Shankar GM, Shin JH. Performance assessment of the metastatic spinal tumor frailty index using machine learning algorithms: limitations and future directions. Neurosurg Focus 2021; 50:E5. [PMID: 33932935 DOI: 10.3171/2021.2.focus201113] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 02/23/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Frailty is recognized as an important consideration in patients with cancer who are undergoing therapies, including spine surgery. The definition of frailty in the context of spinal metastases is unclear, and few have studied such markers and their association with postoperative outcomes and survival. Using national databases, the metastatic spinal tumor frailty index (MSTFI) was developed as a tool to predict outcomes in this specific patient population and has not been tested with external data. The purpose of this study was to test the performance of the MSTFI with institutional data and determine whether machine learning methods could better identify measures of frailty as predictors of outcomes. METHODS Electronic health record data from 479 adult patients admitted to the Massachusetts General Hospital for metastatic spinal tumor surgery from 2010 to 2019 formed a validation cohort for the MSTFI to predict major complications, in-hospital mortality, and length of stay (LOS). The 9 parameters of the MSTFI were modeled in 3 machine learning algorithms (lasso regularization logistic regression, random forest, and gradient-boosted decision tree) to assess clinical outcome prediction and determine variable importance. Prediction performance of the models was measured by computing areas under the receiver operating characteristic curve (AUROCs), calibration, and confusion matrix metrics (positive predictive value, sensitivity, and specificity) and was subjected to internal bootstrap validation. RESULTS Of 479 patients (median age 64 years [IQR 55-71 years]; 58.7% male), 28.4% had complications after spine surgery. The in-hospital mortality rate was 1.9%, and the mean LOS was 7.8 days. The MSTFI demonstrated poor discrimination for predicting complications (AUROC 0.56, 95% CI 0.50-0.62) and in-hospital mortality (AUROC 0.69, 95% CI 0.54-0.85) in the validation cohort. For postoperative complications, machine learning approaches showed a greater advantage over the logistic regression model used to develop the MSTFI (AUROC 0.62, 95% CI 0.56-0.68 for random forest vs AUROC 0.56, 95% CI 0.50-0.62 for logistic regression). The random forest model had the highest positive predictive value (0.53, 95% CI 0.43-0.64) and the highest negative predictive value (0.77, 95% CI 0.72-0.81), with chronic lung disease, coagulopathy, anemia, and malnutrition identified as the most important predictors of postoperative complications. CONCLUSIONS This study highlights the challenges of defining and quantifying frailty in the metastatic spine tumor population. Further study is required to improve the determination of surgical frailty in this specific cohort.
Collapse
Affiliation(s)
| | | | | | - Shalin S Patel
- 2Orthopedic Surgery, Massachusetts General Hospital; and
| | | | | | - Andrew J Schoenfeld
- 3Department of Orthopedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | | | | |
Collapse
|
30
|
Veronesi F, Borsari V, Martini L, Visani A, Gasbarrini A, Brodano GB, Fini M. The Impact of Frailty on Spine Surgery: Systematic Review on 10 years Clinical Studies. Aging Dis 2021; 12:625-645. [PMID: 33815887 PMCID: PMC7990375 DOI: 10.14336/ad.2020.0904] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 09/04/2020] [Indexed: 12/19/2022] Open
Abstract
Frailty is a condition characterized by a high vulnerability to low-power stressor. Frailty increases with age and is associated with higher complications and mortality. Several indexes have been used to quantify frailty. Spine diseases, both degenerative and oncologic, frequently require surgery which is related to complications and mortality. Aim of the present systematic review was to collect the most frequently used frailty indexes in clinics to predict surgical outcomes in patients affected by spine diseases, taking into account gender differences. Three databases were employed, and 29 retrospective clinical studies were included in this systematic review. The identified spine pathologies were primary and metastatic spine tumors, adult spine deformity (ASD), degenerative spine disease (DSD), cervical deformity (CD) and other pathologies that affected lumbar spine or multiple spine levels. Eleven indexes were identified: modified Frailty Index (mFI), Adult spinal deformity frailty index (ASD-FI), mFI-5, Metastatic Spinal Tumor Frailty Index (MSTFI), Fried criteria, Cervical deformity frailty index (CD-FI), Spinal tumor frailty index (STFI), Frailty Phenotype criteria (FP), Frailty Index (FI), FRAIL scale and Modified CD-FI (mCD-FI). All these indexes correlated well with minor and major postoperative complications, mortality and length of stay in hospital. Results on gender differences and frailty are still conflicting, although few studies show that women are more likely to develop frailty and more complications in the post-operative period than men. This systematic review could help the surgeon in the adoption of frailty indexes, before the operation, and in preventing complications in frail patients.
Collapse
Affiliation(s)
- Francesca Veronesi
- 1Complex Structure of Surgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Veronica Borsari
- 1Complex Structure of Surgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Lucia Martini
- 1Complex Structure of Surgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Andrea Visani
- 1Complex Structure of Surgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Alessandro Gasbarrini
- 2Spine Surgery prevalently Oncologic and Degenerative, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Giovanni Barbanti Brodano
- 2Spine Surgery prevalently Oncologic and Degenerative, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Milena Fini
- 1Complex Structure of Surgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| |
Collapse
|
31
|
State-of-the-art reviews predictive modeling in adult spinal deformity: applications of advanced analytics. Spine Deform 2021; 9:1223-1239. [PMID: 34003461 PMCID: PMC8363545 DOI: 10.1007/s43390-021-00360-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 04/20/2021] [Indexed: 10/25/2022]
Abstract
Adult spinal deformity (ASD) is a complex and heterogeneous disease that can severely impact patients' lives. While it is clear that surgical correction can achieve significant improvement of spinopelvic parameters and quality of life measures in adults with spinal deformity, there remains a high risk of complication associated with surgical approaches to adult deformity. Over the past decade, utilization of surgical correction for ASD has increased dramatically as deformity correction techniques have become more refined and widely adopted. Along with this increase in surgical utilization, there has been a massive undertaking by spine surgeons to develop more robust models to predict postoperative outcomes in an effort to mitigate the relatively high complication rates. A large part of this revolution within spine surgery has been the gradual adoption of predictive analytics harnessing artificial intelligence through the use of machine learning algorithms. The development of predictive models to accurately prognosticate patient outcomes following ASD surgery represents a dramatic improvement over prior statistical models which are better suited for finding associations between variables than for their predictive utility. Machine learning models, which offer the ability to make more accurate and reproducible predictions, provide surgeons with a wide array of practical applications from augmenting clinical decision making to more wide-spread public health implications. The inclusion of these advanced computational techniques in spine practices will be paramount for improving the care of patients, by empowering both patients and surgeons to more specifically tailor clinical decisions to address individual health profiles and needs.
Collapse
|
32
|
Smith JS, Buell TJ, Shaffrey CI, Kim HJ, Klineberg E, Protopsaltis T, Passias P, Mundis GM, Eastlack R, Deviren V, Kelly MP, Daniels AH, Gum JL, Soroceanu A, Gupta M, Burton D, Hostin R, Hart R, Lafage V, Lafage R, Schwab FJ, Bess S, Ames CP. Prospective multicenter assessment of complication rates associated with adult cervical deformity surgery in 133 patients with minimum 1-year follow-up. J Neurosurg Spine 2020; 33:588-600. [PMID: 32559746 DOI: 10.3171/2020.4.spine20213] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 04/13/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Although surgical treatment can provide significant improvement of symptomatic adult cervical spine deformity (ACSD), few reports have focused on the associated complications. The objective of this study was to assess complication rates at a minimum 1-year follow-up based on a prospective multicenter series of ACSD patients treated surgically. METHODS A prospective multicenter database of consecutive operative ACSD patients was reviewed for perioperative (< 30 days), early (30-90 days), and delayed (> 90 days) complications with a minimum 1-year follow-up. Enrollment required at least 1 of the following: cervical kyphosis > 10°, cervical scoliosis > 10°, C2-7 sagittal vertical axis > 4 cm, or chin-brow vertical angle > 25°. RESULTS Of 167 patients, 133 (80%, mean age 62 years, 62% women) had a minimum 1-year follow-up (mean 1.8 years). The most common diagnoses were degenerative (45%) and iatrogenic (17%) kyphosis. Almost 40% of patients were active or past smokers, 17% had osteoporosis, and 84% had at least 1 comorbidity. The mean baseline Neck Disability Index and modified Japanese Orthopaedic Association scores were 47 and 13.6, respectively. Surgical approaches were anterior-only (18%), posterior-only (47%), and combined (35%). A total of 132 complications were reported (54 minor and 78 major), and 74 (56%) patients had at least 1 complication. The most common complications included dysphagia (11%), distal junctional kyphosis (9%), respiratory failure (6%), deep wound infection (6%), new nerve root motor deficit (5%), and new sensory deficit (5%). A total of 4 deaths occurred that were potentially related to surgery, 2 prior to 1-year follow-up (1 cardiopulmonary and 1 due to obstructive sleep apnea and narcotic use) and 2 beyond 1-year follow-up (both cardiopulmonary and associated with revision procedures). Twenty-six reoperations were performed in 23 (17%) patients, with the most common indications of deep wound infection (n = 8), DJK (n = 7), and neurological deficit (n = 6). Although anterior-only procedures had a trend toward lower overall (42%) and major (21%) complications, rates were not significantly different from posterior-only (57% and 33%, respectively) or combined (61% and 37%, respectively) approaches (p = 0.29 and p = 0.38, respectively). CONCLUSIONS This report provides benchmark rates for ACSD surgery complications at a minimum 1-year (mean 1.8 years) follow-up. The marked health and functional impact of ACSD, the frail population it affects, and the high rates of surgical complications necessitate a careful risk-benefit assessment when contemplating surgery. Collectively, these findings provide benchmarks for complication rates and may prove useful for patient counseling and efforts to improve the safety of care.
Collapse
Affiliation(s)
- Justin S Smith
- 1Department of Neurosurgery, University of Virginia Health System, Charlottesville, Virginia
| | - Thomas J Buell
- 1Department of Neurosurgery, University of Virginia Health System, Charlottesville, Virginia
| | - Christopher I Shaffrey
- Departments of2Neurosurgery and
- 3Orthopedic Surgery, Duke University, Durham, North Carolina
| | - Han Jo Kim
- 4Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, New York
| | - Eric Klineberg
- 5Department of Orthopaedic Surgery, University of California Davis, Sacramento, California
| | | | - Peter Passias
- 6Department of Orthopaedic Surgery, NYU Hospital for Joint Diseases, New York, New York
| | | | | | - Vedat Deviren
- 8Department of Orthopedic Surgery, University of California, San Francisco, California
| | - Michael P Kelly
- 9Department of Orthopedic Surgery, Washington University in St. Louis, Missouri
| | - Alan H Daniels
- 10Department of Orthopedic Surgery, Brown University, Providence, Rhode Island
| | - Jeffrey L Gum
- 11Department of Orthopedic Surgery, Leatherman Spine Center, Louisville, Kentucky
| | - Alex Soroceanu
- 12Department of Orthopedic Surgery, University of Calgary, Alberta, Canada
| | - Munish Gupta
- 9Department of Orthopedic Surgery, Washington University in St. Louis, Missouri
| | - Doug Burton
- 13Department of Orthopaedic Surgery, University of Kansas Medical Center, Kansas City, Kansas
| | - Richard Hostin
- 14Department of Orthopaedic Surgery, Baylor Scoliosis Center, Plano, Texas
| | - Robert Hart
- 15Department of Orthopaedic Surgery, Swedish Medical Center, Seattle, Washington
| | - Virginie Lafage
- 4Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, New York
| | - Renaud Lafage
- 4Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, New York
| | - Frank J Schwab
- 4Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, New York
| | - Shay Bess
- 16Presbyterian St. Luke's Medical Center, Denver, Colorado; and
| | - Christopher P Ames
- 17Department of Neurological Surgery, University of California, San Francisco, California
| |
Collapse
|
33
|
Scott-Young M, McEntee L, Rathbone E, Hing W, Nielsen D. Clinical Outcomes of Cervical Hybrid Reconstructions: A Prospective Study. Int J Spine Surg 2020; 14:S57-S66. [PMID: 32994307 DOI: 10.14444/7092] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND The study design was a prospective clinical cohort study. The aim of this study was to assess the patient-reported outcome measures (PROMs), patient satisfaction, as well as complication and reoperation rate of cervical hybrid procedures for symptomatic cervical multilevel degenerative disc disease (MLDDD). Cervical total disc replacement (CTDR) has been shown to be safe and effective for the treatment of degenerative pathologies. However, there is minimal PROMs data on the outcomes of combined CTDR and anterior cervical decompression and fusion procedures, commonly referred to as cervical hybrid surgery. METHODS Prospectively collected PROMs were analyzed from patients receiving cervical hybrid surgery for symptomatic cervical MLDDD. Between 2004 and 2016, data were collected preoperatively and postoperatively at 3, 6, and 12 months, then yearly thereafter. Patient reported outcome measures included patient satisfaction, visual analog score for neck and arm, and Neck Disability Index. Complication and reoperation rates were also assessed. RESULTS A total of 151 patients (80 males, 71 females) who had a minimum of 12 months follow up were included. The mean age was 53 years (range = 24-81), and median follow up was 2 years (range = 1-10). The median number of levels treated was 3, with 29.8%, 49.0%, and 21.2% of patients having 2, 3, and 4 levels treated, respectively. The most common indication for surgery was multilevel cervical spondylotic radiculopathy (52.8%), followed by combined cervical spondylotic radiculomyelopathy (16.7%), axial neck pain (16%), and cervical spondylotic myelopathy (13.9%). Improvement in pain and disability scores were both clinically and statistically significant (P < .001), and these improvements were sustained throughout the course of follow up. There was a 16% incidence of minor adverse events, and 3 (1.9%) reoperations. CONCLUSIONS Cervical hybrid surgery for cervical MLDDD demonstrates favorable and sustained clinical outcomes at short-term to midterm follow up. LEVEL OF EVIDENCE 4. CLINICAL RELEVANCE Statistically and substantial clinical benefits can be achieved by cervical hybrid surgery, in the treatment of cervical pathologies including radiculopathy and myelopathy. The key principles is to follow strict indications, and to match technology with the pathology.
Collapse
Affiliation(s)
- Matthew Scott-Young
- Gold Coast Spine, Gold Coast, Queensland, Australia.,Faculty of Health Science and Medicine, Bond University, Gold Coast, Queensland, Australia
| | - Laurence McEntee
- Gold Coast Spine, Gold Coast, Queensland, Australia.,Faculty of Health Science and Medicine, Bond University, Gold Coast, Queensland, Australia
| | - Evelyne Rathbone
- Faculty of Health Science and Medicine, Bond University, Gold Coast, Queensland, Australia
| | - Wayne Hing
- Faculty of Health Science and Medicine, Bond University, Gold Coast, Queensland, Australia
| | | |
Collapse
|
34
|
Bortz C, Passias PG, Pierce KE, Alas H, Brown A, Naessig S, Ahmad W, Lafage R, Ames CP, Diebo BG, Line BG, Klineberg EO, Burton DC, Eastlack RK, Kim HJ, Sciubba DM, Soroceanu A, Bess S, Shaffrey CI, Schwab FJ, Smith JS, Lafage V. Radiographic benefit of incorporating the inflection between the cervical and thoracic curves in fusion constructs for surgical cervical deformity patients. JOURNAL OF CRANIOVERTEBRAL JUNCTION AND SPINE 2020; 11:131-138. [PMID: 32905029 PMCID: PMC7462144 DOI: 10.4103/jcvjs.jcvjs_57_20] [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: 05/02/2020] [Accepted: 05/07/2020] [Indexed: 11/24/2022] Open
Abstract
Purpose: The aim is to assess the relationship between cervicothoracic inflection point and baseline disability, as well as the relationship between clinical outcomes and pre- to postoperative changes in inflection point. Methods: Cervical deformity (CD) patients with baseline and 3-month (3M) postoperative radiographic, clinical, and inflection data were grouped by region of inflection point: C6 or above, C6-C7 to C7-T1, T1, or below. Inflection was defined as: Distal-most level where cervical lordosis (CL) changes to thoracic kyphosis (TK). Differences in alignment and patient factors across pre- and postoperative inflection point groups were assessed, as were outcomes by the inclusion of inflection in the CD-corrective fusion construct. Results: A total of 108 patients were included. Preoperative inflection breakdown: C6 or above (42%), C6-C7 to C7-T1 (44%), T1 or below (15%). Surgery was associated with a caudal migration of inflection by 3M: C6 or above (8%), C6-C7 to C7-T1 (58%), T1 or below (33%). For patients with preoperative inflection T1 or below, the inclusion of inflection in the fusion construct was associated with improvements in horizontal gaze (McGregor's Slope included: −11.3° vs. not included: 1.6°, P = 0.038). The inclusion of preoperative inflection in fusion was associated with the superior cervical sagittal vertical axis (cSVA) changes for C6-C7 to C7-T1 patients (−5.2 mm vs. 3.2 mm, P = 0.018). The location of postoperative inflection was associated with variation in 3M alignment: Inflection C6 or above was associated with less Pelvic Tilt (PT), PT and a trend of larger cSVA. Location of inflection or inclusion in fusion was not associated with reoperation or distal junctional kyphosis. Conclusions: Incorporating the inflection point between CL and TK in the fusion construct was associated with superior restoration of cervical alignment and horizontal gaze for surgical CD patients.
Collapse
Affiliation(s)
- Cole Bortz
- Department of Orthopedics, NYU Langone Orthopedic Hospital, NY, USA
| | - Peter G Passias
- Department of Orthopedics, NYU Langone Orthopedic Hospital, NY, USA
| | | | - Haddy Alas
- Department of Orthopedics, NYU Langone Orthopedic Hospital, NY, USA
| | - Avery Brown
- Department of Orthopedics, NYU Langone Orthopedic Hospital, NY, USA
| | - Sara Naessig
- Department of Orthopedics, NYU Langone Orthopedic Hospital, NY, USA
| | - Waleed Ahmad
- Department of Orthopedics, NYU Langone Orthopedic Hospital, NY, USA
| | - Renaud Lafage
- Department of Orthopedics, Hospital for Special Surgery New York, NY, USA
| | - Christopher P Ames
- Department of Neurological Surgery, University of California, San Francisco, CA, USA
| | - Bassel G Diebo
- Department of Orthopedic Surgery, SUNY Downstate Medical Center, Brooklyn, NY, USA
| | - Breton G Line
- Department of Spine Surgery, Denver International Spine Clinic, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, CO, USA
| | - Eric O Klineberg
- Department of Orthopedic Surgery, University of California, Davis, CA, USA
| | - Douglas C Burton
- Department of Orthopedic Surgery, University of Kansas Medical Center, Kansas City, KS, USA
| | | | - Han Jo Kim
- Department of Orthopedics, Hospital for Special Surgery New York, NY, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Alex Soroceanu
- Department of Orthopaedic Surgery, University of Calgary, Calgary, AB, Canada
| | - Shay Bess
- Department of Spine Surgery, Denver International Spine Clinic, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, CO, USA
| | | | - Frank J Schwab
- Department of Orthopedics, Hospital for Special Surgery New York, NY, USA
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia, Charlottesville, VA, USA
| | - Virginie Lafage
- Department of Orthopedics, Hospital for Special Surgery New York, NY, USA
| | | |
Collapse
|
35
|
Karsy M, Chan AK, Mummaneni PV, Virk MS, Bydon M, Glassman SD, Foley KT, Potts EA, Shaffrey CI, Shaffrey ME, Coric D, Asher AL, Knightly JJ, Park P, Fu KM, Slotkin JR, Haid RW, Wang M, Bisson EF. Outcomes and Complications With Age in Spondylolisthesis: An Evaluation of the Elderly From the Quality Outcomes Database. Spine (Phila Pa 1976) 2020; 45:1000-1008. [PMID: 32097272 DOI: 10.1097/brs.0000000000003441] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Prospective database analysis. OBJECTIVE To assess the effect of age on patient-reported outcomes (PROs) and complication rates after surgical treatment for spondylolisthesis SUMMARY OF BACKGROUND DATA.: Degenerative lumbar spondylolisthesis affects 3% to 20% of the population and up to 30% of the elderly. There is not yet consensus on whether age is a contraindication for surgical treatment of elderly patients. METHODS The Quality Outcomes Database lumbar registry was used to evaluate patients from 12 US academic and private centers who underwent surgical treatment for grade 1 lumbar spondylolisthesis between July 2014 and June 2016. RESULTS A total of 608 patients who fit the inclusion criteria were categorized by age into the following groups: less than 60 (n = 239), 60 to 70 (n = 209), 71 to 80 (n = 128), and more than 80 (n = 32) years. Older patients showed lower mean body mass index (P < 0.001) and higher rates of diabetes (P = 0.007), coronary artery disease (P = 0.0001), and osteoporosis (P = 0.005). A lower likelihood for home disposition was seen with higher age (89.1% in <60-year-old vs. 75% in >80-year-old patients; P = 0.002). There were no baseline differences in PROs (Oswestry Disability Index, EuroQol health survey [EQ-5D], Numeric Rating Scale for leg pain and back pain) among age categories. A significant improvement for all PROs was seen regardless of age (P < 0.05), and most patients met minimal clinically important differences (MCIDs) for improvement in postoperative PROs. No differences in hospital readmissions or reoperations were seen among age groups (P < 0.05). Multivariate analysis demonstrated that, after controlling other variables, a higher age did not decrease the odds of achieving MCID at 12 months for the PROs. CONCLUSION Our results indicate that well-selected elderly patients undergoing surgical treatment of grade 1 spondylolisthesis can achieve meaningful outcomes. This modern, multicenter US study reflects the current use and limitations of spondylolisthesis treatment in the elderly, which may be informative to patients and providers. LEVEL OF EVIDENCE 4.
Collapse
Affiliation(s)
- Michael Karsy
- Department of Neurological Surgery, Clinical Neurosciences Center, University of Utah, Salt Lake City, UT
| | - Andrew K Chan
- Department of Neurological Surgery, University of California, San Francisco, CA
| | - Praveen V Mummaneni
- Department of Neurological Surgery, University of California, San Francisco, CA
| | - Michael S Virk
- Department of Neurological Surgery, University of California, San Francisco, CA
| | - Mohamad Bydon
- Department of Neurological Surgery, Mayo Clinic, Rochester, MN
| | | | - Kevin T Foley
- Department of Neurological Surgery, University of Tennessee Health Science Center, Semmes Murphey Neurologic and Spine Institute, Memphis, TN
| | - Eric A Potts
- Department of Neurological Surgery, Indiana University, Goodman Campbell Brain and Spine, Indianapolis, IN
| | | | - Mark E Shaffrey
- Department of Neurological Surgery, University of Virginia Health System, Charlottesville, VA
| | - Domagoj Coric
- Neuroscience Institute, Carolinas HealthCare System and Carolina NeuroSurgery & Spine Associates, Charlotte, NC
| | - Anthony L Asher
- Neuroscience Institute, Carolinas HealthCare System and Carolina NeuroSurgery & Spine Associates, Charlotte, NC
| | | | - Paul Park
- Department of Neurological Surgery, University of Michigan, Ann Arbor, MI
| | - Kai-Ming Fu
- Department of Neurological Surgery, Weill Cornell Medical Center, New York, NY
| | | | | | - Michael Wang
- Department of Neurosurgery, University of Miami, Miami, FL
| | - Erica F Bisson
- Department of Neurological Surgery, Clinical Neurosciences Center, University of Utah, Salt Lake City, UT
| |
Collapse
|
36
|
Sun W, Lu S, Kong C, Li Z, Wang P, Zhang S. Frailty and Post-Operative Outcomes in the Older Patients Undergoing Elective Posterior Thoracolumbar Fusion Surgery. Clin Interv Aging 2020; 15:1141-1150. [PMID: 32764901 PMCID: PMC7369366 DOI: 10.2147/cia.s245419] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 07/03/2020] [Indexed: 12/21/2022] Open
Abstract
Background and Aim Frailty is an independent predictor of mortality and adverse events (AEs) in patients undergoing surgery. This study aimed to quantify the ability of Modified Frailty Index (mFI) to predict AEs in older patients undergoing elective posterior thoracolumbar fusion surgery. Methods We retrospectively reviewed the results of 426 patients with the following diagnoses and follow-up evaluations of at least 12 months duration: lumbar disc herniation, 125; degenerative spondylolisthesis, 81; lumbar spinal canal stenosis, 187; and adult spinal deformities, 33. The cases were divided into two groups. The long spinal fusion (LSF) group was defined as ≥3 spinal levels with segmental pedicle-screw fixation. Short spinal fusion (SSF) were defined with at most two levels. The mFI used in the present study is an 11-variable assessment. The association of frailty with AEs was determined after adjusting for known and suspected confounders. Results Frailty was presented in 66 patients (15.5%) within the total population (LSF, 21.9% and SSF, 11.8%). Rates of AEs assessed in the study increased stepwise with an increase in the mFI for the two groups. The severity of frailty was an independent predictor of any, major, and minor complications in the LSF group and any, minor complication in the SSF group (P<0.05). A comparison of post-operative clinical outcomes showed that the ODI and SF-36 scores deteriorated as the mFI increased. Conclusion Frailty was shown to be an independent predictor of AEs in older patients undergoing elective posterior thoracolumbar fusion surgery, especially for patients undergoing LSF.
Collapse
Affiliation(s)
- Wenzhi Sun
- Department of Orthopaedics, Capital Medical University Xuanwu Hospital, Beijing 100053, People's Republic of China
| | - Shibao Lu
- Department of Orthopaedics, Capital Medical University Xuanwu Hospital, Beijing 100053, People's Republic of China
| | - Chao Kong
- Department of Orthopaedics, Capital Medical University Xuanwu Hospital, Beijing 100053, People's Republic of China
| | - Zhongen Li
- Department of Orthopaedics, Capital Medical University Xuanwu Hospital, Beijing 100053, People's Republic of China
| | - Peng Wang
- Department of Orthopaedics, Capital Medical University Xuanwu Hospital, Beijing 100053, People's Republic of China
| | - Sitao Zhang
- Department of Orthopaedics, Capital Medical University Xuanwu Hospital, Beijing 100053, People's Republic of China
| |
Collapse
|
37
|
Development of a Risk Prediction Model With Improved Clinical Utility in Elective Cervical and Lumbar Spine Surgery. Spine (Phila Pa 1976) 2020; 45:E542-E551. [PMID: 31770338 DOI: 10.1097/brs.0000000000003317] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort. OBJECTIVE We present a universal model of risk prediction for patients undergoing elective cervical and lumbar spine surgery. SUMMARY OF BACKGROUND DATA Previous studies illustrate predictive risk models as possible tools to identify individuals at increased risk for postoperative complications and high resource utilization following spine surgery. Many are specific to one condition or procedure, cumbersome to calculate, or include subjective variables limiting applicability and utility. METHODS A retrospective cohort of 177,928 spine surgeries (lumbar (L) Ln = 129,800; cervical (C) Cn = 48,128) was constructed from the 2012 to 2016 American College of Surgeons National Surgical Quality Improvement Project (ACS-NSQIP) database. Cases were identified by Current Procedural Terminology (CPT) codes for cervical fusion, lumbar fusion, and lumbar decompression laminectomy. Significant preoperative risk factors for postoperative complications were identified and included in logistic regression. Sum of odds ratios from each factor was used to develop the Universal Spine Surgery (USS) score. Model performance was assessed using receiver-operating characteristic (ROC) curves and tested on 20% of the total sample. RESULTS Eighteen risk factors were identified, including sixteen found to be significant outcomes predictors. At least one complication was present among 11.1% of patients, the most common of which included bleeding requiring transfusion (4.86%), surgical site infection (1.54%), and urinary tract infection (1.08%). Complication rate increased as a function of the model score and ROC area under the curve analyses demonstrated fair predictive accuracy (lumbar = 0.741; cervical = 0.776). There were no significant deviations between score development and testing datasets. CONCLUSION We present the Universal Spine Surgery score as a robust, easily administered, and cross-validated instrument to quickly identify spine surgery candidates at increased risk for postoperative complications and high resource utilization without need for algorithmic software. This may serve as a useful adjunct in preoperative patient counseling and perioperative resource allocation. LEVEL OF EVIDENCE 3.
Collapse
|
38
|
Turcotte J, Sanford Z, Broda A, Patton C. Centers for Medicare & Medicaid Services Hierarchical Condition Category score as a predictor of readmission and reoperation following elective inpatient spine surgery. J Neurosurg Spine 2019; 31:600-606. [PMID: 31226682 DOI: 10.3171/2019.3.spine1999] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 03/29/2019] [Indexed: 11/06/2022]
Abstract
OBJECTIVE A universal, objective predictor of postoperative resource utilization following inpatient spine surgery has not been clearly established. The Centers for Medicare & Medicaid Services (CMS) Hierarchical Condition Category (HCC) risk adjustment model, based on a formula using patient demographics and coded diagnoses, is currently used to prospectively estimate financial risk in Medicare Advantage patients; however, the value of this score as a clinical tool is currently unknown. The authors present an analysis evaluating the utility of the CMS HCC score as a universal predictive tool for patients undergoing inpatient spine surgery. METHODS A total of 1966 consecutive patients (551 with lumbar laminectomy [LL] alone, 592 with lumbar laminectomy and fusion [LF], and 823 with anterior cervical discectomy and fusion [ACDF]) undergoing inpatient spine surgery at a single institution from January 2014 to May 2018 were included in this retrospective outcomes study. Perioperative outcome measures included procedure time, 30-day readmission, reoperation, hospital length of stay (LOS), opioid utilization measured by morphine milligram equivalents (MMEs), and cost of inpatient hospitalization (in US dollars). Published CMS algorithms were incorporated into the electronic health records and used to calculate HCC scores for all patients. Patients were stratified into HCC score quartiles. Linear regression was performed on LOS, procedure time, inpatient opioid consumption, discharge opioid prescriptions, and cost to identify predictors of HCC quartiles when controlling for procedure type. One-way ANOVA and Pearson's chi-square analysis were used to compare perioperative outcomes stratified by HCC score. RESULTS Across all procedures, the HCC score demonstrated significant association with 30-day readmission (OR 1.45, 95% CI 1.11-1.91, p = 0.007). The average BMI, median American Society of Anesthesiologists score, and 30-day readmission rate were similar across procedures (LL: 30.6 kg/m2, 2, 3.6%; LF: 30.6 kg/m2, 2, 4.6%; ACDF: 30.2 kg/m2, 2, 3.9%; p = 0.265, 0.061, and 0.713, respectively). LOS (p < 0.0001), duration of procedure (p < 0.0001), discharge MME (p = 0.031), total cost (p < 0.001), daily MME (p < 0.001), reoperation (p < 0.001), and 30-day readmission rate (p < 0.001) were significantly different between HCC quartiles. CONCLUSIONS The HCC score may hold value as an objective, automated predictor of postoperative resource utilization and outcomes, including readmission and reoperation. This may have value as a universal, reproducible tool to target clinical interventions for higher-risk patients.
Collapse
Affiliation(s)
| | | | | | - Chad Patton
- 2Center for Spine Surgery, and
- 3Orthopedic and Sports Medicine Specialists, Anne Arundel Medical Center, Annapolis, Maryland
| |
Collapse
|
39
|
PROMIS Correlates With Legacy Outcome Measures in Patients With Neck Pain and Improves Upon NDI When Assessing Disability in Cervical Deformity. Spine (Phila Pa 1976) 2019; 44:982-988. [PMID: 30817731 DOI: 10.1097/brs.0000000000002994] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To evaluate the ability of patient reported outcome measurement information system (PROMIS) assessments to capture disability related to cervical sagittal alignment and secondarily to compare these findings to legacy outcome measures. SUMMARY OF BACKGROUND DATA PROMIS is a validated patient-reported outcome metric that is increasing in popularity due to its speed of administration relative to legacy metrics. The ability of PROMIS to capture disability from sagittal alignment and baseline health status in patients with neck pain has not been investigated. METHODS Patients presenting with a chief complaint of neck pain from December 2016 to July 2017 were included. Demographics and comorbidities were retrospectively collected. All patients prospectively completed the neck disability index (NDI), EQ-5D, visual analog scale (VAS) neck, VAS arm, PROMIS physical function, PROMIS pain intensity, and PROMIS pain interference metrics. Cervical sagittal alignment parameters were measured on standing X-rays. The correlations between outcome measures, health status indexes, psychiatric diagnoses, and sagittal alignment were analyzed. RESULTS Two hundred twenty-six patients were included. The sample was 58.4% female with a mean age of 55.1 years. In patients with neck pain, PROMIS physical function correlated strongly with the NDI (r = -0.763, P < 0.01), EQ-5D (r = 0.616, P < 0.01), VAS neck pain (-0.466, P < 0.01), and VAS arm pain (r = -0.388, P < 0.01). One hundred seventy-seven patients (69.96%) were included in the radiographic analysis. 20.3% of the radiographic cohort had cervical deformity and in this group, less cervical lordosis correlated with PROMIS pain intensity and EQ-5D but not NDI. In patients without cervical deformity, no outcome metric was found to correlate significantly with cervical alignment parameters. CONCLUSION PROMIS domains correlated strongly with legacy outcome metrics. For the whole cohort, sagittal alignment was not correlated with outcomes. In patients with sagittal cervical deformity, worsening alignment correlated with PROMIS pain intensity and EQ-5D but not NDI. LEVEL OF EVIDENCE 3.
Collapse
|
40
|
Chakravarthy VB, Yokoi H, Coughlin DJ, Manlapaz MR, Krishnaney AA. Development and implementation of a comprehensive spine surgery enhanced recovery after surgery protocol: the Cleveland Clinic experience. Neurosurg Focus 2019; 46:E11. [DOI: 10.3171/2019.1.focus18696] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2018] [Accepted: 01/24/2019] [Indexed: 12/27/2022]
Abstract
Enhanced recovery after surgery (ERAS) protocols have been shown to be effective at reducing perioperative morbidity and costs while improving outcomes. To date, spine surgery protocols have been limited in scope, focusing only on specific types of procedures or specific parts of the surgical episode. The authors describe the creation and implementation of one of the first comprehensive ERAS protocols for spine surgery. The protocol is unique in that it has a comprehensive perioperative paradigm encompassing the entire surgical period that is tailored based on the complexity of each individual spine patient.
Collapse
Affiliation(s)
| | - Hana Yokoi
- 3Case Western School of Medicine, Cleveland, Ohio
| | | | | | | |
Collapse
|