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Subramanian T, Song J, Kim YE, Maayan O, Kamil R, Shahi P, Shinn D, Dalal S, Araghi K, Asada T, Amen TB, Sheha E, Dowdell J, Qureshi S, Iyer S. Predictors of Nonhome Discharge After Cervical Disc Replacement. Clin Spine Surg 2024:01933606-990000000-00332. [PMID: 38954743 DOI: 10.1097/bsd.0000000000001604] [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: 04/11/2023] [Accepted: 01/22/2024] [Indexed: 07/04/2024]
Abstract
STUDY DESIGN Retrospective review of a national database. OBJECTIVE The aim of this study was to identify the factors that increase the risk of nonhome discharge after CDR. SUMMARY OF BACKGROUND DATA As spine surgeons continue to balance increasing surgical volume, identifying variables associated with patient discharge destination can help expedite postoperative placement and reduce unnecessary length of stay. However, no prior study has identified the variables predictive of nonhome patient discharge after cervical disc replacement (CDR). METHODS The American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database was queried for patients who underwent primary 1-level or 2-level CDR between 2011 and 2020. Multivariable Poisson regression with robust error variance was employed to identify the predictors for nonhome discharge destination following surgery. RESULTS A total of 7276 patients were included in this study, of which 94 (1.3%) patients were discharged to a nonhome destination. Multivariable regression revealed older age (OR: 1.076, P<0.001), Hispanic ethnicity (OR: 4.222, P=0.001), BMI (OR: 1.062, P=0.001), ASA class ≥3 (OR: 2.562, P=0.002), length of hospital stay (OR: 1.289, P<0.001), and prolonged operation time (OR: 1.007, P<0.001) as predictors of nonhome discharge after CDR. Outpatient surgery setting was found to be protective against nonhome discharge after CDR (OR: 0.243, P<0.001). CONCLUSIONS Age, Hispanic ethnicity, BMI, ASA class, prolonged hospital stay, and prolonged operation time are independent predictors of nonhome discharge after CDR. Outpatient surgery setting is protective against nonhome discharge. These findings can be utilized to preoperatively risk stratify expected discharge destination, anticipate patient discharge needs postoperatively, and expedite discharge in these patients to reduce health care costs associated with prolonged length of hospital stay. LEVEL OF EVIDENCE IV.
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Affiliation(s)
| | | | | | - Omri Maayan
- Hospital for Special Surgery
- Weill Cornell Medicine, New York, NY
| | | | | | - Daniel Shinn
- Hospital for Special Surgery
- Weill Cornell Medicine, New York, NY
| | | | | | | | | | - Evan Sheha
- Hospital for Special Surgery
- Weill Cornell Medicine, New York, NY
| | - James Dowdell
- Hospital for Special Surgery
- Weill Cornell Medicine, New York, NY
| | - Sheeraz Qureshi
- Hospital for Special Surgery
- Weill Cornell Medicine, New York, NY
| | - Sravisht Iyer
- Hospital for Special Surgery
- Weill Cornell Medicine, New York, NY
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Herzog I, Mendiratta D, Para A, Berg A, Kaushal N, Vives M. Assessing the potential role of ChatGPT in spine surgery research. J Exp Orthop 2024; 11:e12057. [PMID: 38873173 PMCID: PMC11170336 DOI: 10.1002/jeo2.12057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 05/12/2024] [Accepted: 05/28/2024] [Indexed: 06/15/2024] Open
Abstract
Purpose Since its release in November 2022, Chat Generative Pre-Trained Transformer 3.5 (ChatGPT), a complex machine learning model, has garnered more than 100 million users worldwide. The aim of this study is to determine how well ChatGPT can generate novel systematic review ideas on topics within spine surgery. Methods ChatGPT was instructed to give ten novel systematic review ideas for five popular topics in spine surgery literature: microdiscectomy, laminectomy, spinal fusion, kyphoplasty and disc replacement. A comprehensive literature search was conducted in PubMed, CINAHL, EMBASE and Cochrane. The number of nonsystematic review articles and number of systematic review papers that had been published on each ChatGPT-generated idea were recorded. Results Overall, ChatGPT had a 68% accuracy rate in creating novel systematic review ideas. More specifically, the accuracy rates were 80%, 80%, 40%, 70% and 70% for microdiscectomy, laminectomy, spinal fusion, kyphoplasty and disc replacement, respectively. However, there was a 32% rate of ChatGPT generating ideas for which there were 0 nonsystematic review articles published. There was a 71.4%, 50%, 22.2%, 50%, 62.5% and 51.2% success rate of generating novel systematic review ideas, for which there were also nonsystematic reviews published, for microdiscectomy, laminectomy, spinal fusion, kyphoplasty, disc replacement and overall, respectively. Conclusions ChatGPT generated novel systematic review ideas at an overall rate of 68%. ChatGPT can help identify knowledge gaps in spine research that warrant further investigation, when used under supervision of an experienced spine specialist. This technology can be erroneous and lacks intrinsic logic; so, it should never be used in isolation. Level of Evidence Not applicable.
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Affiliation(s)
- Isabel Herzog
- Rutgers New Jersey Medical SchoolNewarkNew JerseyUSA
| | | | - Ashok Para
- Rutgers New Jersey Medical SchoolNewarkNew JerseyUSA
| | - Ari Berg
- Rutgers New Jersey Medical SchoolNewarkNew JerseyUSA
| | - Neil Kaushal
- Rutgers New Jersey Medical SchoolNewarkNew JerseyUSA
| | - Michael Vives
- Rutgers New Jersey Medical SchoolNewarkNew JerseyUSA
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Shahi P, Singh S, Morse K, Maayan O, Subramanian T, Araghi K, Singh N, Tuma OC, Asada T, Korsun MK, Dowdell J, Sheha ED, Sandhu H, Albert TJ, Qureshi SA, Iyer S. Impact of age on comparative outcomes of decompression alone versus fusion for L4 degenerative spondylolisthesis. 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/s00586-024-08336-0. [PMID: 38907067 DOI: 10.1007/s00586-024-08336-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 05/21/2024] [Accepted: 05/23/2024] [Indexed: 06/23/2024]
Abstract
PURPOSE To compare the outcomes of decompression alone and fusion for L4-5 DLS in different age cohorts (< 70 years, ≥ 70 years). METHODS This retrospective cohort study included patients who underwent minimally invasive decompression or fusion for L4-5 DLS and had a minimum of 1-year follow-up. Outcome measures were: (1) patient-reported outcome measures (PROMs) (Oswestry Disability Index, ODI; Visual Analog Scale back and leg, VAS; 12-Item Short Form Survey Physical Component Score, SF-12 PCS), (2) minimal clinically important difference (MCID), (3) patient acceptable symptom state (PASS), (4) response on the global rating change (GRC) scale, and (5) complication rates. The decompression and fusion groups were compared for outcomes separately in the < 70-year and ≥ 70-year age cohorts. RESULTS 233 patients were included, out of which 52% were < 70 years. Patients < 70 years showed non-significant improvement in SF-12 PCS and significantly lower MCID achievement rates for VAS back after decompression compared to fusion. Analysis of the ≥ 70-year age cohort showed no significant differences between the decompression and fusion groups in the improvement in PROMs, MCID/PASS achievement rates, and responses on GRC. Patients ≥ 70 years undergoing fusion had significantly higher in-hospital complication rates. When analyzed irrespective of the surgery type, both < 70-year and ≥ 70-year age cohorts showed significant improvement in PROMs with no significant difference. CONCLUSIONS Patients < 70 years undergoing decompression alone did not show significant improvement in physical function and had significantly less MCID achievement rate for back pain compared to fusion. Patients ≥ 70 years showed no difference in outcomes between decompression alone and fusion.
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Affiliation(s)
- Pratyush Shahi
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
| | - Sumedha Singh
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
| | - Kyle Morse
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
| | - Omri Maayan
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
- Weill Cornell Medical College, 1300 York Ave, New York, NY, 10065, USA
| | - Tejas Subramanian
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
- Weill Cornell Medical College, 1300 York Ave, New York, NY, 10065, USA
| | - Kasra Araghi
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
| | - Nishtha Singh
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
| | - Olivia C Tuma
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
| | - Tomoyuki Asada
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
| | - Maximilian K Korsun
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
| | - James Dowdell
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
| | - Evan D Sheha
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
| | - Harvinder Sandhu
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
| | - Todd J Albert
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
| | - Sheeraz A Qureshi
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA
| | - Sravisht Iyer
- Department of Spine Surgery, Hospital for Special Surgery, 535 E 70th St, New York, NY, 10021, USA.
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Im J, Soliman MAR, Quiceno E, Elbayomy AM, Aguirre AO, Kuo CC, Sood EM, Khan A, Levy HW, Ghannam MM, Pollina J, Mullin JP. Comparative analysis of patient demographics, perioperative outcomes, and adverse events after lumbar spinal fusion between urban and rural hospitals: an analysis of the National Inpatient Sample (NIS) database. Clin Neurol Neurosurg 2024; 243:108375. [PMID: 38901378 DOI: 10.1016/j.clineuro.2024.108375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 06/04/2024] [Accepted: 06/06/2024] [Indexed: 06/22/2024]
Abstract
OBJECTIVE Rural location of a patient's primary residence has been associated with worse clinical and surgical outcomes due to limited resource availability in these parts of the US. However, there is a paucity of literature investigating the effect that a rural hospital location may have on these outcomes specific to lumbar spine fusions. METHODS Using the National Inpatient Sample (NIS) database, we identified all patients who underwent primary lumbar spinal fusion in the years between 2009 and 2020. Patients were separated according to whether the operative hospital was considered rural or urban. Univariable and multivariable regression models were used for data analysis. RESULTS Of 2,863,816 patients identified, 120,298 (4.2 %) had their operation at a rural hospital, with the remaining in an urban hospital. Patients in the urban cohort were younger (P < .001), more likely to have private insurance (39.81 % vs 31.95 %, P < .001), and fewer of them were in the first (22.52 % vs 43.00 %, P < .001) and second (25.96 % vs 38.90 %, P < .001) quartiles of median household income compared to the rural cohort. The urban cohort had significantly increased rates of respiratory (4.49 % vs 3.37 %), urinary (5.25 % vs 4.15 %), infectious (0.49 % vs 0.32 %), venous thrombotic (0.57 % vs 0.24 %, P < .001), and neurological (0.79 % vs 0.36 %) (all P < .001) perioperative complications. On multivariable analysis, the urban cohort had significantly increased odds of the same perioperative complications: respiratory (odds ratio[OR] = 1.48; 95 % confidence interval [CI], 1.26-1.74), urinary (OR = 1.34; 95 %CI, 1.20-1.50), infection (OR = 1.63; 95 %CI, 1.23-2.17), venous thrombotic (OR = 1.79; 95 %CI, 1.32-2.41), neurological injury (OR = 1.92; 95 %CI, 1.46-2.53), and localized infection (OR = 1.65; 95 %CI, 1.25-2.17) (all P < .001). CONCLUSIONS Patients undergoing lumbar fusions experience significantly different outcomes based on the rural or urban location of the operative hospital.
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Affiliation(s)
- Justin Im
- Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, NY, USA
| | - Mohamed A R Soliman
- Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, NY, USA; Department of Neurosurgery, Buffalo General Medical Center, Kaleida Health, Buffalo, NY, USA; Department of Neurosurgery, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Esteban Quiceno
- Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, NY, USA; Department of Neurosurgery, Buffalo General Medical Center, Kaleida Health, Buffalo, NY, USA
| | - Ahmed M Elbayomy
- Department of Neurological Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Alexander O Aguirre
- Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, NY, USA
| | - Cathleen C Kuo
- Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, NY, USA
| | - Evan M Sood
- Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, NY, USA
| | - Asham Khan
- Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, NY, USA; Department of Neurosurgery, Buffalo General Medical Center, Kaleida Health, Buffalo, NY, USA
| | - Hannon W Levy
- The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Moleca M Ghannam
- Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, NY, USA; Department of Neurosurgery, Buffalo General Medical Center, Kaleida Health, Buffalo, NY, USA
| | - John Pollina
- Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, NY, USA; Department of Neurosurgery, Buffalo General Medical Center, Kaleida Health, Buffalo, NY, USA
| | - Jeffrey P Mullin
- Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, NY, USA; Department of Neurosurgery, Buffalo General Medical Center, Kaleida Health, Buffalo, NY, USA.
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Subramanian T, Kaidi A, Shahi P, Asada T, Hirase T, Vaishnav A, Maayan O, Amen TB, Araghi K, Simon CZ, Mai E, Tuma OC, Eun Kim AY, Singh N, Korsun MK, Zhang J, Allen M, Kwas CT, Kim ET, Sheha ED, Dowdell JE, Qureshi SA, Iyer S. Practical Answers to Frequently Asked Questions in Anterior Cervical Spine Surgery for Degenerative Conditions. J Am Acad Orthop Surg 2024:00124635-990000000-00952. [PMID: 38709837 DOI: 10.5435/jaaos-d-23-01037] [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: 11/08/2023] [Accepted: 03/15/2024] [Indexed: 05/08/2024] Open
Abstract
INTRODUCTION Surgical counseling enables shared decision making and optimal outcomes by improving patients' understanding about their pathologies, surgical options, and expected outcomes. Here, we aimed to provide practical answers to frequently asked questions (FAQs) from patients undergoing an anterior cervical diskectomy and fusion (ACDF) or cervical disk replacement (CDR) for the treatment of degenerative conditions. METHODS Patients who underwent primary one-level or two-level ACDF or CDR for the treatment of degenerative conditions with a minimum of 1-year follow-up were included. Data were used to answer 10 FAQs that were generated from author's experience of commonly asked questions in clinic before ACDF or CDR. RESULTS A total of 395 patients (181 ACDF, 214 CDR) were included. (1, 2, and 3) Will my neck/arm pain and physical function improve? Patients report notable improvement in all patient-reported outcome measures. (4) Is there a chance I will get worse? 13% (ACDF) and 5% (CDR) reported worsening. (5) Will I receive a significant amount of radiation? Patients on average received a 3.7 (ACDF) and 5.5 mGy (CDR) dose during. (6) How long will I stay in the hospital? Most patients get discharged on postoperative day one. (7) What is the likelihood that I will have a complication? 13% (8% minor and 5% major) experienced in-hospital complications (ACDF) and 5% (all minor) did (CDR). (8) Will I need another surgery? 2.2% (ACDF) and 2.3% (CDR) of patients required a revision surgery. (9 & 10) When will I be able to return to work/driving? Most patients return to working (median of 16 [ACDF] and 14 days [CDR]) and driving (median of 16 [ACDF] and 12 days [CDR]). CONCLUSIONS The answers to the FAQs can assist surgeons in evidence-based patient counseling.
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Affiliation(s)
- Tejas Subramanian
- From the Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY (Subramanian, Kaidi, Shahi, Asada, Hirase, Vaishnav, Maayan, Amen, Araghi, Simon, Mai, Tuma, Eun Kim, Singh, Korsun, Zhang, Allen, Kim, Sheha, Dowdell, Qureshi, and Iyer), and the Weill Cornell Medicine, New York, NY (Subramanian, Mai, Eun Kim, Qureshi, and Iyer)
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Subramanian T, Akosman I, Amen TB, Pajak A, Kumar N, Kaidi A, Araghi K, Shahi P, Asada T, Qureshi SA, Iyer S. Comparison of the Safety of Inpatient Versus Outpatient Lumbar Fusion : A Systematic Review and Meta-Analysis. Spine (Phila Pa 1976) 2024; 49:269-277. [PMID: 37767789 DOI: 10.1097/brs.0000000000004838] [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: 08/07/2023] [Accepted: 09/07/2023] [Indexed: 09/29/2023]
Abstract
STUDY DESIGN Systematic Review and Meta-analysis. OBJECTIVE The objective of this study is to synthesize the early data regarding and analyze the safety profile of outpatient lumbar fusion. SUMMARY OF BACKGROUND DATA Performing lumbar fusion in an outpatient or ambulatory setting is becoming an increasingly employed strategy to provide effective value-based care. As this is an emerging option for surgeons to employ in their practices, the data is still in its infancy. METHODS This study was conducted using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Studies that described outcomes of inpatient and outpatient lumbar fusion cohorts were searched from PubMed, Medline, The Cochrane Library, and Embase. Rates of individual medical and surgical complications, readmission, and reoperation were collected when applicable. Patient-reported outcomes (PROMs) were additionally collected if reported. Individual pooled comparative meta-analysis was performed for outcomes of medical complications, surgical complications, readmission, and reoperation. PROMs were reviewed and qualitatively reported. RESULTS The search yielded 14 publications that compared outpatient and inpatient cohorts with a total of 75,627 patients. Odds of readmission demonstrated no significant difference between outpatient and inpatient cohorts [OR=0.94 (0.81-1.11)]. Revision surgery similarly was no different between the cohorts [OR=0.81 (0.57-1.15)]. Pooled medical and surgical complications demonstrated significantly decreased odds for outpatient cohorts compared with inpatient cohorts [OR=0.58 (0.34-0.50), OR=0.41 (0.50-0.68), respectively]. PROM measures were largely the same between the cohorts when reported, with few studies showing better ODI and VAS Leg outcomes among outpatient cohorts compared with inpatient cohorts. CONCLUSION Preliminary data regarding the safety of outpatient lumbar fusion demonstrates a favorable safety profile in appropriately selected patients, with PROMs remaining comparable in this setting. There is no data in the form of prospective and randomized trials which is necessary to definitively change practice.
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Affiliation(s)
- Tejas Subramanian
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
| | - Izzet Akosman
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
| | - Troy B Amen
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Anthony Pajak
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | | | - Austin Kaidi
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Kasra Araghi
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Pratyush Shahi
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Tomoyuki Asada
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Sheeraz A Qureshi
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
| | - Sravisht Iyer
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
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Amen TB, Song J, Mai E, Rudisill SS, Bovonratwet P, Subramanian T, Kaidi AK, Maayan O, Qureshi SA, Iyer S. Unplanned readmissions following ambulatory spine surgery: assessing common reasons and risk factors. Spine J 2023; 23:1848-1857. [PMID: 37716549 DOI: 10.1016/j.spinee.2023.09.005] [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: 05/30/2023] [Revised: 08/29/2023] [Accepted: 09/06/2023] [Indexed: 09/18/2023]
Abstract
BACKGROUND CONTEXT Although outpatient spine surgery is becoming increasingly popular in the United States, unplanned readmission following outpatient surgery remains a significant postoperative concern. PURPOSE This study aimed to (1) describe the incidence and timing of 30-day unplanned readmission after ambulatory lumbar and cervical spine surgery (2) evaluate the common reasons for readmission, and (3) identify factors associated with readmission in this population. STUDY DESIGN/SETTING Retrospective cohort study. PATIENT SAMPLE Patients who underwent ambulatory cervical or lumbar spine surgery between 2015 and 2020 were identified in the National Surgical Quality Improvement Program (NSQIP) database. OUTCOME MEASURES Hospital readmission within 30 postoperative days. METHODS Patients who underwent ambulatory cervical or lumbar spine surgery between 2015 and 2020 were identified using the National Surgical Quality Improvement Program (NSQIP) database. Reasons for and timing of unplanned readmissions were recorded. Multivariable poisson regressions were employed to determine any independent predictors of readmission. RESULTS A total of 33,092 ambulatory cervical and 68,115 ambulatory lumbar spine surgery patients were identified. Incidences of 30-day readmission were 3.37% and 3.07% among cervical and lumbar patients, respectively. The most common surgical site-related reasons for readmission included uncontrolled pain, recurrence of disc herniation or major symptom, and postoperative hematoma/seroma. Common nonsurgical site-related reasons included gastrointestinal, neurological, and cardiovascular complications. Factors associated with readmission among cervical patients included age ≥55, BMI ≥35, functional dependence, diabetes, smoking, COPD, and steroid use, whereas factors associated with readmission following lumbar spine surgery included age ≥65, female sex, BMI ≥35, functional dependence, ASA ≥3, diabetes, smoking, COPD, and hypertension (p<.05 for all). CONCLUSION This study highlights the common reasons and factors associated with unplanned readmission following ambulatory spine surgery. Consideration of these factors may be critical to ensuring appropriate patient selection for ambulatory spine surgery.
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Affiliation(s)
- Troy B Amen
- Department of Orthopaedic Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY, USA.
| | - Junho Song
- Department of Orthopaedic Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY, USA
| | - Eric Mai
- Department of Orthopaedic Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY, USA
| | - Samuel S Rudisill
- Rush Medical College, Rush University Medical Center, Chicago, IL, USA
| | - Patawut Bovonratwet
- Department of Orthopaedic Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY, USA
| | - Tejas Subramanian
- Department of Orthopaedic Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY, USA
| | - Austin K Kaidi
- Department of Orthopaedic Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY, USA
| | - Omri Maayan
- Department of Orthopaedic Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY, USA
| | - Sheeraz A Qureshi
- Department of Orthopaedic Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY, USA
| | - Sravisht Iyer
- Department of Orthopaedic Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY, USA
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Monk SH, Hani U, Pfortmiller D, Adamson TE, Bohl MA, Branch BC, Kim PK, Smith MD, Holland CM, McGirt MJ. Minimally Invasive Transforaminal Lumbar Interbody Fusion in the Ambulatory Surgery Center Versus Inpatient Setting: A 1-Year Comparative Effectiveness Analysis. Neurosurgery 2023; 93:867-874. [PMID: 37067954 DOI: 10.1227/neu.0000000000002483] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 02/09/2023] [Indexed: 04/18/2023] Open
Abstract
BACKGROUND Ambulatory surgery centers (ASCs) have emerged as an alternative setting for surgical care as part of the national effort to lower health care costs. The literature regarding the safety of minimally invasive transforaminal lumbar interbody fusion (MIS TLIF) in the ASC setting is limited to few small case series. OBJECTIVE To assess the safety and efficacy of MIS TLIF performed in the ASC vs inpatient hospital setting. METHODS A total of 775 patients prospectively enrolled in the Quality Outcomes Database undergoing single-level MIS TLIF at a single ASC (100) or the inpatient hospital setting (675) were compared. Propensity matching generated 200 patients for analysis (100 per cohort). Demographic data, resource utilization, patient-reported outcome measures (PROMs), and patient satisfaction were assessed. RESULTS There were no significant differences regarding baseline demographic data, clinical history, or comorbidities after propensity matching. Only 1 patient required inpatient transfer from the ASC because of intractable pain. All other patients were discharged home within 23 hours of surgery. The rates of 90-day readmission (2.0%) and reoperation (0%) were equivalent between groups. Both groups experienced significant improvements in all PROMs (Oswestry Disability Index, EuroQol-5D, back pain, and leg pain) at 3 months that were maintained at 1 year. PROMs did not differ between groups at any time point. Patient satisfaction was similar between groups at 3 and 12 months after surgery. CONCLUSION In carefully selected patients, MIS TLIF may be performed safely in the ASC setting with no statistically significant difference in safety or efficacy in comparison with the inpatient setting.
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Affiliation(s)
- Steve H Monk
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Ummey Hani
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Deborah Pfortmiller
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Tim E Adamson
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Michael A Bohl
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Byron C Branch
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Paul K Kim
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Mark D Smith
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Christopher M Holland
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
| | - Matthew J McGirt
- Carolina Neurosurgery & Spine Associates, Charlotte , North Carolina , USA
- SpineFirst, Atrium Health, Charlotte , North Carolina , USA
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Shahi P, Maayan O, Shinn D, Dalal S, Song J, Araghi K, Melissaridou D, Vaishnav A, Shafi K, Pompeu Y, Sheha E, Dowdell J, Iyer S, Qureshi SA. Floor-Mounted Robotic Pedicle Screw Placement in Lumbar Spine Surgery: An Analysis of 1,050 Screws. Neurospine 2023; 20:577-586. [PMID: 37401076 PMCID: PMC10323346 DOI: 10.14245/ns.2346070.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Revised: 02/28/2023] [Accepted: 03/01/2023] [Indexed: 07/05/2023] Open
Abstract
OBJECTIVE To analyze the usage of floor-mounted robot in minimally invasive lumbar fusion. METHODS Patients who underwent minimally invasive lumbar fusion for degenerative pathology using floor-mounted robot (ExcelsiusGPS) were included. Pedicle screw accuracy, proximal level violation rate, pedicle screw size, screw-related complications, and robot abandonment rate were analyzed. RESULTS Two hundred twenty-nine patients were included. Most surgeries were primary single-level fusion. Sixty-five percent of surgeries had intraoperative computed tomography (CT) workflow, 35% had preoperative CT workflow. Sixty-six percent were transforaminal lumbar interbody fusion, 16% were lateral, 8% were anterior, and 10% were a combined approach. A total of 1,050 screws were placed with robotic assistance (85% in prone position, 15% in lateral position). Postoperative CT scan was available for 80 patients (419 screws). Overall pedicle screw accuracy rate was 96.4% (prone, 96.7%; lateral, 94.2%; primary, 96.7%; revision, 95.3%). Overall poor screw placement rate was 2.8% (prone, 2.7%; lateral, 3.8%; primary, 2.7%; revision, 3.5%). Overall proximal facet and endplate violation rates were 0.4% and 0.9%. Average diameter and length of pedicle screws were 7.1 mm and 47.7 mm. Screw revision had to be done for 1 screw (0.1%). Use of the robot had to be aborted in 2 cases (0.8%). CONCLUSION Usage of floor-mounted robotics for the placement of lumbar pedicle screws leads to excellent accuracy, large screw size, and negligible screw-related complications. It does so for screw placement in prone/lateral position and primary/revision surgery alike with negligible robot abandonment rates.
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Affiliation(s)
| | - Omri Maayan
- Hospital for Special Surgery, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | | | | | - Junho Song
- Hospital for Special Surgery, New York, NY, USA
| | | | | | | | - Karim Shafi
- Hospital for Special Surgery, New York, NY, USA
| | - Yuri Pompeu
- Hospital for Special Surgery, New York, NY, USA
| | - Evan Sheha
- Hospital for Special Surgery, New York, NY, USA
| | | | - Sravisht Iyer
- Hospital for Special Surgery, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Sheeraz A. Qureshi
- Hospital for Special Surgery, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
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