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Wilson S, Ward J, Bardeesi A, Cua S, Martins Coelho VDP, Damante M, Kreatsoulas D, Elder JB, Palmer J, Xu D, Chakravarthy V. Evaluation of fusion status in patients with minimum 1-year survival post-oncologic spinal fusion. Spine J 2025:S1529-9430(25)00182-2. [PMID: 40221096 DOI: 10.1016/j.spinee.2025.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2025] [Revised: 04/01/2025] [Accepted: 04/02/2025] [Indexed: 04/14/2025]
Abstract
BACKGROUND CONTEXT Oncologic patients have significant medical comorbidities which may impact arthrodesis after spine surgery. Furthermore, there is a paucity of published data describing fusion rates, and arthrodesis quality. PURPOSE In this study, we present institutional data for patients with minimum 1-year survival who underwent spinal fusion secondary to treatment of metastatic spine disease. STUDY DESIGN/SETTING Retrospective cohort study done at a single tertiary medical center. PATIENT SAMPLE Patients were selected from a single institution between 2012 and 2022. Included patients had spinal fusion as part of oncologic treatment, minimum of 1 year follow up, and postoperative Computed Tomography (CT) scan at minimum 1 year. OUTCOME MEASURES Patient outcomes included fusion status and Hounsfield units (HU) on CT scan at 1 year. METHODS Retrospective chart review was performed collecting demographic and treatment information including postoperative oncologic and radiation treatment as well as HU along the cranial and caudal pedicles bilaterally on the 1-year CT scan. Indications for surgery included symptomatic metastatic disease. All surgeries were performed by 1 of 3 surgeons at a single tertiary medical center. Statistical analysis was performed using the Student T-Test and Chi-Squared Test. RESULTS There were 74 patients presenting with metastatic spine disease who met inclusion criteria. Demographics included an average age of 61.9 years at time of surgery, median construct length of 6 levels, and median survival was 43.2 months. Our cohort demonstrated complete and partial fusion rates of 11.1% and 59.5%, respectively. There was a significant difference in average HU for patients demonstrating fusion at 1 year, 444.2 compared to those demonstrating a lack of fusion, 285.8 (p<.0001). Patients who received postoperative radiation had higher postoperative HU than those who did not receive radiotherapy (411.1 vs. 304.9, p=.042). There was no significant difference in fusion status based on postoperative chemotherapy status, p=.127. Additionally, there was no difference in HU based on SBRT versus conventional radiotherapy, p=.588. CONCLUSION Partial fusion was seen in over half of the study cohort at 1-year follow-up; complete fusion was seen in 11% of patients. Fused patients and those who received postoperative chemotherapy had significantly higher HU on 1-year CT. Maximizing control of cancer burden as well as improving bone quality may help patients with metastatic spine disease demonstrate bony fusion. More research is indicated to evaluate causal implications of survival in patients with metastatic spine disease that have undergone spinal fusion.
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Affiliation(s)
- Seth Wilson
- Department of Neurological Surgery, The Ohio State University College of Medicine, Columbus, Ohio, USA.
| | - Jacob Ward
- Department of Neurological Surgery, The Ohio State University College of Medicine, Columbus, Ohio, USA
| | - Anas Bardeesi
- Department of Neurological Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Santino Cua
- Department of Neurological Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | | | - Mark Damante
- Department of Neurological Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Daniel Kreatsoulas
- Department of Neurological Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - J Bradley Elder
- Department of Neurological Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Joshua Palmer
- Department of Radiation Oncology, The James Cancer Hospital at The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - David Xu
- Department of Neurological Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Vikram Chakravarthy
- Department of Neurological Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
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Ezeonu T, Narayanan R, Huang R, Lee Y, Kern N, Bodnar J, Goodman P, Labarbiera A, Canseco JA, Kurd MF, Kaye ID, Hilibrand AS, Vaccaro AR, Kepler CK, Schroeder GD. Higher socioeconomic status is associated with greater rates of surgical resource utilization prior to spine fusion surgery. Spine J 2025; 25:631-639. [PMID: 39617140 DOI: 10.1016/j.spinee.2024.11.005] [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: 05/16/2024] [Revised: 09/30/2024] [Accepted: 11/05/2024] [Indexed: 12/20/2024]
Abstract
BACKGROUND CONTEXT Previous research has demonstrated an association between socioeconomic status (SES) and patient health, specifically noting that patients of lower SES have poor health outcomes. Understanding how social factors, including socioeconomic status (SES), relate to disparities in health outcomes is critical to closing gaps in equitable care to patients. While several studies have examined the effect of SES on postoperative spine outcomes, there is limited spine literature evaluating SES in the context of barriers to spine care. PURPOSE The primary objective of this study was to determine if socioeconomic status is associated with resource utilization prior to spine surgery consultation. As part of a subanalysis, this paper also explores the effect of other social factors on previsit resource utilization. STUDY DESIGN Retrospective cohort study. PATIENT SAMPLE Adult patients who underwent elective cervical or lumbar spinal fusion between 2020 and 2021. OUTCOME MEASURES Previsit resource utilization including 1) epidural steroid injection, 2) opioid use, 3) physical therapy, 4) prior spine surgeon, and 5) prior spine surgery. METHODS Each patient was assigned a "distressed score" using the Distressed Communities Index (DCI) and a socioeconomic status (SES) score using the Social Vulnerability Index (SVI) based on their zip code. Patient charts were manually reviewed to collect data regarding previsit resource utilization. The cohort was analyzed based on DCI quintile and SVI quartile. Additional analyses were conducted based on marital status and race. RESULTS Our study included 996 patients in the final analysis. Based on DCI, patients from prosperous communities were more likely to have previously visited a spine surgeon (13.2% (prosperous) vs 7.58% vs 6.92% vs 9.09% vs 3.70% (distressed), p=.015) and to have had prior spine surgery (11.1% (prosperous) vs 9.57% vs 9.09% vs 2.52% vs 6.36% (distressed), p=.015). Similarly, when evaluated based on SES SVI, patients who lived in a low-risk community were more likely to have previously visited a spine surgeon (13.0% low-risk vs 7.26% low-medium risk vs 16.9% medium-high risk vs 10.6% high risk, p=.049) and to have had prior spine surgery (13.0% low-risk vs 7.26% vs 16.9% vs 10.6% high risk, p=.030). When evaluated based on marital status, there was no difference in any resource utilization. Non-Black and non-White patients were more likely to have tried physical therapy compared to their black and white counterparts (76.9% (other) vs 60.9% (Black) vs 54.3% (White), p=.026). CONCLUSION This study examined the relationship between socioeconomic status and resource utilization and found a positive correlation between higher social standing and access to spine surgery and spine surgeons. These findings demonstrate a propensity for earlier evaluation of spine-related conditions among patients from prosperous communities compared to patients from less prosperous communities.
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Affiliation(s)
- Teeto Ezeonu
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA
| | - Rajkishen Narayanan
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA.
| | - Rachel Huang
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA
| | - Yunsoo Lee
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA
| | - Nathaniel Kern
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA
| | - John Bodnar
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA
| | - Perry Goodman
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA
| | - Anthony Labarbiera
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA
| | - Jose A Canseco
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA
| | - Mark F Kurd
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA
| | - Ian David Kaye
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA
| | - Alan S Hilibrand
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA
| | - Alexander R Vaccaro
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA; Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Christopher K Kepler
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA
| | - Gregory D Schroeder
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA 19107, USA
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Pohl NB, Narayanan R, Dalton J, Olson J, Tarawneh OH, Lee Y, Hoffman E, Syed A, Jain M, Zucker J, Kurd MF, Kaye ID, Canseco JA, Hilibrand AS, Vaccaro AR, Schroeder GD, Kepler CK. The Effect of Community-Level Socioeconomic Status on Surgical Outcomes Following Revision Lumbar Fusion. World Neurosurg 2025; 194:123408. [PMID: 39522811 DOI: 10.1016/j.wneu.2024.10.137] [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: 10/21/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND The purpose of this study is to determine the impact of community-level socioeconomic status (SES) on surgical outcomes and patient-reported outcome measures (PROMs) following revision lumbar fusion. METHODS Adult patients who underwent revision lumbar fusion surgery from 2011-2021 were grouped by Distressed Community Index (DCI) into Prosperous, Comfortable, Mid-tier, and At-Risk/Distressed cohorts. Demographics, surgical information, and PROMs were compared based on DCI community status. Outcome measures were collected preoperatively, 3 months postoperatively, and 1 year postoperatively. RESULTS Eight hundred fifty three patients were included in the final cohort. There was no difference in terms of surgical approach or utilization of a staged procedure between the patient groups. Readmission (P = 0.752) and reoperation rates (P = 0.467) were similar across all community groups. Furthermore, for patients who required reoperation, the incision and drainage or revision surgery rate in each cohort was not statistically different (P = 0.902). Prosperous community patients reported significantly lower Visual Analog Scale Back pain preoperatively in comparison to patients from other DCI communities. All groups experienced a similar degree of postoperative improvement in Visual Analog Scale Back scores (P = 0.271). There were no other differences in preoperative or postoperative PROMs analyzed. CONCLUSIONS While there are socioeconomic differences based on DCI, community-level SES was not predictive of worse surgical outcomes following revision lumbar fusion. Patients from the most distressed communities were able to achieve similar improvement after revision surgery. This should encourage spine surgeons to feel comfortable discussing an indicated revision lumbar procedure with patients, and not view SES as a barrier to successful outcomes.
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Affiliation(s)
- Nicholas B Pohl
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Rajkishen Narayanan
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Jonathan Dalton
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.
| | - Jarod Olson
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Omar H Tarawneh
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Yunsoo Lee
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Elijah Hoffman
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Ameera Syed
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Mansi Jain
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Jeffrey Zucker
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Mark F Kurd
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Ian David Kaye
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Jose A Canseco
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Alan S Hilibrand
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Alexander R Vaccaro
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Gregory D Schroeder
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Christopher K Kepler
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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Mahamid A, Jayyusi F, Hodruj M, Mansour A, Fishman D, Behrbalk E. Comparative Analysis of Primary and Revision Single-Level Lumbar Fusion Surgeries: Predictors, Outcomes, and Clinical Implications Using Big Data. J Clin Med 2025; 14:723. [PMID: 39941393 PMCID: PMC11818154 DOI: 10.3390/jcm14030723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2025] [Revised: 01/17/2025] [Accepted: 01/20/2025] [Indexed: 02/16/2025] Open
Abstract
Background/Objectives: The etiology of lumbar spine revision surgery is multifactorial, involving mechanical, biological, and clinical factors that challenge sustained spinal stability. Comparative analysis reveals significantly higher complication rates, prolonged hospital stays, and increased costs for revision surgeries compared to primary fusions, despite low mortality rates. Leveraging a comprehensive dataset of 456,750 patients, this study identifies predictors of revision surgery and provides actionable insights to enhance patient outcomes and optimize healthcare resource allocation. Methods: A total of 456,750 patients registered in the National Inpatient Sample (NIS) database from 2016 to 2019 were identified as having undergone single-level lumbar fusion surgery (primary fusion: 99.5%; revision fusion: 0.5%). Multivariable logistic regression models adjusted for patient demographics, clinical comorbidities, and hospital characteristics were constructed to evaluate clinical outcomes and postoperative complications. Results: Patients undergoing revision lumbar fusion surgery were significantly younger compared to those undergoing primary fusion procedures (53.92 ± 20.65 vs. 61.87 ± 12.32 years, p < 0.001); among the entire cohort, 56.4% were women. Compared with patients undergoing primary lumbar fusion, those undergoing revision fusion surgery were significantly more likely to experience surgical site infections (odds ratio [OR] 27.10; 95% confidence interval [95% CI] 17.12-42.90; p < 0.001), urinary tract infections (OR 2.15; 95% CI 1.39-3.33; p < 0.001), and prolonged length of stay (OR 1.53; 95% CI 1.24-1.89; p < 0.001). Revision surgery patients had significantly lower odds of incurring high-end hospital charges (OR 0.65; 95% CI 0.51-0.83; p < 0.001). Other complications, including respiratory complications, dural tears, thromboembolic events, and acute renal failure, showed no statistically significant differences between the two groups. In-hospital mortality rates were low and did not differ significantly between groups (revision: 0.2% vs. primary: 0.1%, OR 3.29; 95% CI 0.45-23.84; p = 0.23). Conclusions: Patients undergoing revision lumbar fusion surgeries face significantly higher risks of surgical site infections, urinary tract infections, and prolonged hospital stays compared to primary fusion procedures. These findings highlight the need for targeted interventions to improve perioperative management and reduce complications in revision lumbar fusion surgery.
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Affiliation(s)
- Assil Mahamid
- Department of Orthopedics, Hillel Yaffe Medical Center, Hadera 3820302, Israel
- Rappaport Faculty of Medicine, Technion University Hospital (Israel Institute of Technology), Haifa 3200003, Israel
| | - Fairoz Jayyusi
- Department of Orthopedics, Hillel Yaffe Medical Center, Hadera 3820302, Israel
| | | | - Amr Mansour
- Department of Orthopedics, Hillel Yaffe Medical Center, Hadera 3820302, Israel
| | - Dan Fishman
- Department of Orthopedics, Hillel Yaffe Medical Center, Hadera 3820302, Israel
| | - Eyal Behrbalk
- Department of Orthopedics, Hillel Yaffe Medical Center, Hadera 3820302, Israel
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Khan AMA, Quiceno E, Soliman MAR, Elbayomy AM, Malueg MD, Aguirre AO, Greisman JD, Kuo CC, Whelan TJ, Im J, Levy HW, Nichol REM, Khan A, Pollina J, Mullin JP. Association Between Median Household Income and Perioperative Outcomes of Lumbar Spinal Fusion: An Analysis of the National Inpatient Sample (2009-2020). World Neurosurg 2024; 192:e318-e331. [PMID: 39326665 DOI: 10.1016/j.wneu.2024.09.096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 09/18/2024] [Indexed: 09/28/2024]
Abstract
BACKGROUND Relationships between low socioeconomic status and surgical outcomes are well established for certain procedures. However, scant literature has focused on relationships between median household income and lumbar fusion outcomes. METHODS Patients who underwent fusion procedures between January 1, 2009 and December 31, 2020 were identified from the National Inpatient Sample database. They were categorized into 4 quartiles, from lowest to highest, based on median household incomes in respective zip codes. We applied univariable and multivariable linear and logistic regression models to analyze perioperative data according to income quartiles. RESULTS We included 2,826,396 patients. In multivariable regression, patients in the 3 lowest income quartiles exhibited higher rates of in-hospital cardiac events perioperatively, with odds ratios (ORs) of 1.19 (95% confidence interval [CI]1.13-1.26, P < 0.001), 1.10 (95% CI 1.05-1.16, P < 0.001), and 1.06 (95% CI 1.01-1.12, P = 0.011) for the first, second, and third quartiles, respectively. Patients in the lowest income (first) quartile had a higher occurrence of perioperative urinary complications (OR = 1.07, 95% CI 1.03-1.12, P = 0.001), systemic infectious complications (OR = 1.17, 95% CI 1.04-1.32, P = 0.006), neurological deficit (OR = 1.17, 95% CI 1.06-1.30, P = 0.002), and wound infections (OR = 1.22, 95% CI 1.12-1.34, P < 0.001). Those in the 3 lowest income quartiles were less likely to experience respiratory, gastrointestinal, and venous thrombotic complications (P < 0.05). The lowest income quartile had protective associations for dural tears (OR 0.93, 95% CI 0.89-0.99, P = 0.038) and postprocedure anemia across all 3 lower quartiles, with OR < 1 and P < 0.001. CONCLUSIONS Reduced household income significantly affected perioperative outcomes after lumbar fusion and should be taken into consideration during the perioperative period.
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Affiliation(s)
- Ali M A Khan
- Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, New York, USA
| | - Esteban Quiceno
- Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, New York, USA; Department of Neurosurgery, Buffalo General Medical Center, Kaleida Health, Buffalo, New York, USA
| | - Mohamed A R Soliman
- Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, New York, USA; Department of Neurosurgery, Buffalo General Medical Center, Kaleida Health, Buffalo, New York, USA; Department of Neurosurgery, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Ahmed M Elbayomy
- Department of Neurological Surgery, University of Wisconsin School of Medicine and Public Health, Madison, USA
| | - Megan D Malueg
- Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, New York, USA
| | - Alexander O Aguirre
- Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, New York, USA; Department of Neurosurgery, Buffalo General Medical Center, Kaleida Health, Buffalo, New York, USA
| | - Jacob D Greisman
- Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, New York, USA; Department of Neurosurgery, Buffalo General Medical Center, Kaleida Health, Buffalo, New York, USA
| | - Cathleen C Kuo
- Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, New York, USA
| | - Timothy J Whelan
- Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, New York, USA
| | - Justin Im
- Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, New York, USA
| | - Hannon W Levy
- The George Washington University School of Medicine and Health Sciences, Seattle, Washington, USA
| | | | - Asham Khan
- Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, New York, USA; Department of Neurosurgery, Buffalo General Medical Center, Kaleida Health, Buffalo, New York, USA
| | - John Pollina
- Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, New York, USA; Department of Neurosurgery, Buffalo General Medical Center, Kaleida Health, Buffalo, New York, USA
| | - Jeffrey P Mullin
- Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, New York, USA; Department of Neurosurgery, Buffalo General Medical Center, Kaleida Health, Buffalo, New York, USA.
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Touponse G, Malacon K, Li G, Yoseph E, Han S, Zygourakis C. Provider's exposure to diversity contributes to socioeconomic disparities in lumbar and cervical fusion outcomes. World Neurosurg X 2024; 23:100382. [PMID: 38756754 PMCID: PMC11097082 DOI: 10.1016/j.wnsx.2024.100382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 04/19/2024] [Indexed: 05/18/2024] Open
Abstract
Background Studies report patient race, income, and education influence spinal fusion outcomes; fewer studies, however, examine the influence of provider factors such as exposure to diversity or cultural sensitivity. Objective To examine how providers' experience with diverse patient populations affects spinal fusion outcomes. Methods Retrospective review of 39,680 patients undergoing lumbar and cervical fusions, 2003-2021, in Clinformatics® Data Mart national database. We used the provider patient racial diversity index (pRDI)-a published metric of physician exposure to diverse patients-to divide patients into groups based their provider's category (I, II, III) where patients treated by category III providers had surgeons with the most diverse patient populations. Multivariate regression models on propensity score-matched cohorts examined the association between patient SES and provider category on post-operative outcomes. Results Black patients had decreased discharge home (OR 0.67; 95% CI 0.54-0.83) compared to white patients. Patients treated by category III providers had increased length of stay (Coeff. 0.62; 95% CI 0.43-0.81), charge (Coeff. 36800; 95% CI 29,200-44,400), and decreased discharge home (OR 0.90; 95% CI 0.83-0.97) compared to patients treated by category I providers. Asian patients treated by category II providers had decreased readmission (OR 0.38; 95% CI 0.14-0.96), and Black patients treated by category III providers had increased discharge home (OR 1.41; 95% CI 1.1-1.9) compared to those treated by category I providers. Conclusion While our study found two specific instances of improved spine surgery outcomes for minority patients treated by providers serving diverse patient populations, we present mixed findings overall. This study serves as the foundation for future research to better understand how provider pRDI affects outcomes in patients undergoing lumbar and cervical spine surgery.
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Affiliation(s)
- Gavin Touponse
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Karen Malacon
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Guan Li
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Ezra Yoseph
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Summer Han
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
- Quantative Sciences Unit, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Corinna Zygourakis
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
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Covell MM, Rumalla KC, Bhalla S, Bowers CA. Risk analysis index predicts mortality and non-home discharge following posterior lumbar interbody fusion: a nationwide inpatient sample analysis of 429,380 patients (2019-2020). EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2024:10.1007/s00586-024-08373-9. [PMID: 38902536 DOI: 10.1007/s00586-024-08373-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/18/2024] [Accepted: 06/14/2024] [Indexed: 06/22/2024]
Abstract
PURPOSE Frailty is an independent risk factor for adverse postoperative outcomes following spine surgery. The ability of the Risk Analysis Index (RAI) to predict adverse outcomes following posterior lumbar interbody fusion (PLIF) has not been studied extensively and may improve preoperative risk stratification. METHODS Patients undergoing PLIF were queried from Nationwide Inpatient Sample (NIS) (2019-2020). The relationship between RAI-measured preoperative frailty and primary outcomes (mortality, non-home discharge (NHD)) and secondary outcomes (extended length of stay (eLOS), complication rates) was assessed via multivariate analyses. The discriminatory accuracy of the RAI for primary outcomes was measured in area under the receiver operating characteristic (AUROC) curve analysis. RESULTS A total of 429,380 PLIF patients (mean age = 61y) were identified, with frailty cohorts stratified by standard RAI convention: 0-20 "robust" (R)(38.3%), 21-30 "normal" (N)(54.3%), 31-40 "frail" (F)(6.1%) and 41+ "very frail" (VF)(1.3%). The incidence of primary and secondary outcomes increased as frailty thresholds increased: mortality (R 0.1%, N 0.1%, F 0.4%, VF 1.3%; p < 0.001), NHD (R 6.5%, N 18.1%, F 36.9%, VF 42.0%; p < 0.001), eLOS (R 18.0%, N 21.9%, F 31.6%, VF 43.8%; p < 0.001) and complication rates (R 6.6%, N 8.8%, F 11.1%, VF 12.2%; p < 0.001). The RAI demonstrated acceptable discrimination for NHD (C-statistic: 0.706) and mortality (C-statistic: 0.676) in AUROC curve analysis. CONCLUSION Increasing RAI-measured frailty is significantly associated with increased NHD, eLOS, complication rates, and mortality following PLIF. The RAI demonstrates acceptable discrimination for predicting NHD and mortality, and may be used to improve frailty-based risk assessment for spine surgeons.
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Affiliation(s)
| | - Kranti C Rumalla
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Shubhang Bhalla
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, USA
| | - Christian A Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, 8342 S Levine Ln, Sandy, UT, 87122, USA.
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Kondziolka D. Belonging. Neurosurgery 2024; 94:433-434. [PMID: 38358271 DOI: 10.1227/neu.0000000000002697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 08/29/2023] [Indexed: 02/16/2024] Open
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Jakobsson M, Hagströmer M, Lotzke H, von Rosen P, Lundberg M. Fear of movement was associated with sedentary behaviour 12 months after lumbar fusion surgery in patients with low back pain and degenerative disc disorder. BMC Musculoskelet Disord 2023; 24:874. [PMID: 37950235 PMCID: PMC10636920 DOI: 10.1186/s12891-023-06980-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Accepted: 10/19/2023] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND Movement behaviours, such as sedentary behaviour (SB) and moderate to vigorous physical activity (MVPA), are linked with multiple aspects of health and can be influenced by various pain-related psychological factors, such as fear of movement, pain catastrophising and self-efficacy for exercise. However, the relationships between these factors and postoperative SB and MVPA remain unclear in patients undergoing surgery for lumbar degenerative conditions. This study aimed to investigate the association between preoperative pain-related psychological factors and postoperative SB and MVPA in patients with low back pain (LBP) and degenerative disc disorder at 6 and 12 months after lumbar fusion surgery. METHODS Secondary data were collected from 118 patients (63 women and 55 men; mean age 46 years) who underwent lumbar fusion surgery in a randomised controlled trial. SB and MVPA were measured using the triaxial accelerometer ActiGraph GT3X+. Fear of movement, pain catastrophising and self-efficacy for exercise served as predictors. The association between these factors and the relative time spent in SB and MVPA 6 and 12 months after surgery was analysed via linear regression models, adjusting for potential confounders. RESULTS Preoperative fear of movement was significantly associated with relative time spent in SB at 6 and 12 months after surgery (β = 0.013, 95% confidence interval = 0.004 to 0.022, p = 0.007). Neither pain catastrophising nor self-efficacy for exercise showed significant associations with relative time spent in SB and MVPA at these time points. CONCLUSIONS Our study demonstrated that preoperative fear of movement was significantly associated with postoperative SB in patients with LBP and degenerative disc disorder. This finding underscores the potential benefits of preoperative screening for pain-related psychological factors, including fear of movement, preoperatively. Such screenings could aid in identifying patients who might benefit from targeted interventions to promote healthier postoperative movement behaviour and improved health outcomes.
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Affiliation(s)
- Max Jakobsson
- Division of Physiotherapy, Department of Health and Rehabilitation, Institute of Neuroscience and Physiology, University of Gothenburg, Gothenburg, Sweden
| | - Maria Hagströmer
- Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Huddinge, Sweden
- Academic Primary Health Care Centre, Region Stockholm, Stockholm, Sweden
- The Back in Motion Research group, Department of Health Promoting Science, Sophiahemmet University, Box 5605, Stockholm, SE, 11486, Sweden
| | - Hanna Lotzke
- Department of Rehabilitation, Ängelholm Hospital, Ängelholm, Sweden
| | - Philip von Rosen
- Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Huddinge, Sweden
| | - Mari Lundberg
- The Back in Motion Research group, Department of Health Promoting Science, Sophiahemmet University, Box 5605, Stockholm, SE, 11486, Sweden.
- Sahlgrenska Academy, University of Gothenburg Centre for Person-Centred Care (GPCC), University of Gothenburg, Gothenburg, Sweden.
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