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Rajjoub R, Arroyave JS, Zaidat B, Ahmed W, Mejia MR, Tang J, Kim JS, Cho SK. ChatGPT and its Role in the Decision-Making for the Diagnosis and Treatment of Lumbar Spinal Stenosis: A Comparative Analysis and Narrative Review. Global Spine J 2024; 14:998-1017. [PMID: 37560946 PMCID: PMC11192138 DOI: 10.1177/21925682231195783] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/11/2023] Open
Abstract
STUDY DESIGN Comparative Analysis and Narrative Review. OBJECTIVE To assess and compare ChatGPT's responses to the clinical questions and recommendations proposed by The 2011 North American Spine Society (NASS) Clinical Guideline for the Diagnosis and Treatment of Degenerative Lumbar Spinal Stenosis (LSS). We explore the advantages and disadvantages of ChatGPT's responses through an updated literature review on spinal stenosis. METHODS We prompted ChatGPT with questions from the NASS Evidence-based Clinical Guidelines for LSS and compared its generated responses with the recommendations provided by the guidelines. A review of the literature was performed via PubMed, OVID, and Cochrane on the diagnosis and treatment of lumbar spinal stenosis between January 2012 and April 2023. RESULTS 14 questions proposed by the NASS guidelines for LSS were uploaded into ChatGPT and directly compared to the responses offered by NASS. Three questions were on the definition and history of LSS, one on diagnostic tests, seven on non-surgical interventions and three on surgical interventions. The review process found 40 articles that were selected for inclusion that helped corroborate or contradict the responses that were generated by ChatGPT. CONCLUSIONS ChatGPT's responses were similar to findings in the current literature on LSS. These results demonstrate the potential for implementing ChatGPT into the spine surgeon's workplace as a means of supporting the decision-making process for LSS diagnosis and treatment. However, our narrative summary only provides a limited literature review and additional research is needed to standardize our findings as means of validating ChatGPT's use in the clinical space.
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Affiliation(s)
- Rami Rajjoub
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Juan Sebastian Arroyave
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Bashar Zaidat
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Wasil Ahmed
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mateo Restrepo Mejia
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Justin Tang
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jun S. Kim
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Samuel K. Cho
- Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Fornari M, Robertson SC, Pereira P, Zileli M, Anania CD, Ferreira A, Ferrari S, Gatti R, Costa F. Conservative Treatment and Percutaneous Pain Relief Techniques in Patients with Lumbar Spinal Stenosis: WFNS Spine Committee Recommendations. World Neurosurg X 2020; 7:100079. [PMID: 32613192 PMCID: PMC7322792 DOI: 10.1016/j.wnsx.2020.100079] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 03/25/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Degenerative lumbar spinal stenosis (LSS) is a progressive disease with potentially dangerous consequences that affect quality of life. Despite the detailed literature, natural history is unpredictable. This uncertainty presents a challenge making the correct management decisions, especially in patients with mild to moderate symptoms, regarding conservative or surgical treatment. This article focused on conservative treatment for degenerative LSS. METHODS To standardize clinical practice worldwide as much as possible, the World Federation of Neurosurgical Societies Spine Committee held a consensus conference on conservative treatment for degenerative LSS. A team of experts in spinal disorders reviewed the literature on conservative treatment for degenerative LSS from 2008 to 2018 and drafted and voted on a number of statements. RESULTS During 2 consensus meetings, 14 statements were voted on. The Committee agreed on the use of physical therapy for up to 3 months in cases with no neurologic symptoms. Initial conservative treatment could be applied without major complications in these cases. In patients with moderate to severe symptoms or with acute radicular deficits, surgical treatment is indicated. The efficacy of epidural injections is still debated, as it shows only limited benefit in patients with degenerative LSS. CONCLUSIONS A conservative approach based on therapeutic exercise may be the first choice in patients with LSS except in the presence of significant neurologic deficits. Treatment with instrumental modalities or epidural injections is still debated. Further studies with standardization of outcome measures are needed to reach high-level evidence conclusions.
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Affiliation(s)
- Maurizio Fornari
- Neurosurgery Department, Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Scott C. Robertson
- Neurosurgery Department, Laredo Medical Center, University of the Incarnate Word School of Osteopathic Medicine, Laredo, Texas, USA
| | - Paulo Pereira
- Department of Neurosurgery, University Hospital Center of São João and Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Mehmet Zileli
- Department of Neurosurgery, Ege University Faculty of Medicine, Bornova, Izmir, Turkey
| | - Carla D. Anania
- Neurosurgery Department, Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Ana Ferreira
- Department of Neurosurgery, University Hospital Center of São João and Faculty of Medicine of the University of Porto, Porto, Portugal
| | | | | | - Francesco Costa
- Neurosurgery Department, Humanitas Research Hospital, Rozzano, Milan, Italy
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Usefulness of the Inferior Articular Process's Cross-Sectional Area as a Morphological Parameter for Predicting Central Lumbar Spinal Stenosis. J Clin Med 2020; 9:jcm9010214. [PMID: 31941110 PMCID: PMC7019757 DOI: 10.3390/jcm9010214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 12/27/2019] [Accepted: 01/08/2020] [Indexed: 11/23/2022] Open
Abstract
Hypertrophy of facet joints is associated with a high risk of central lumbar spinal stenosis (CLSS). However, no research has reported the effect of inferior articular process hypertrophy in CLSS. We hypothesize that the inferior articular process’s cross-sectional area (IAPCSA) is larger in patients with CLSS compared to those without CLSS. Data on IAPCSA were obtained from 116 patients with CLSS. A total of 102 control subjects underwent lumbar spine magnetic resonance imaging (LS-MRI) as part of a routine medical examination. Axial T1-weighted images were obtained from the two groups. Using an imaging analysis system, we investigated the cross-sectional area of the inferior articular process. The average IAPCSA was 70.97 ± 13.02 mm2 in control subjects and 88.77 ± 18.52 mm2 in patients with CLSS. CLSS subjects had significantly greater levels of IAPCSA (p < 0.001) than controls. A receiver operating characteristic (ROC) curve was plotted to determine the validity of IAPCSA as a predictor of CLSS. The most suitable cut-off point of IAPCSA for predicting CLSS was 75.88 mm2, with a sensitivity of 71.6%, a specificity of 68.6%, and an area under the curve (AUC) of 0.78 (95% CI: 0.72–0.84). Greater IAPCSA levels were associated with a higher incidence of CLSS. These results demonstrate that IAPCSA is a useful morphological predictor in the evaluation of CLSS.
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Ammendolia C, Côté P, Rampersaud YR, Southerst D, Schneider M, Ahmed A, Bombardier C, Hawker G, Budgell B. Effect of active TENS versus de-tuned TENS on walking capacity in patients with lumbar spinal stenosis: a randomized controlled trial. Chiropr Man Therap 2019; 27:24. [PMID: 31244992 PMCID: PMC6582553 DOI: 10.1186/s12998-019-0245-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 03/26/2019] [Indexed: 01/03/2023] Open
Abstract
Background context Lumbar spinal stenosis (LSS) leads to diminished blood flow to the spinal nerves causing neurogenic claudication and impaired walking ability. Animal studies have demonstrated increased blood flow to the spinal nerves and spinal cord with superficial para-spinal electrical stimulation of the skin. Purpose The aim of this study was to assess the effectiveness of active para-spinal transcutaneous electrical nerve stimulation (TENS) compared to de-tuned TENS applied while walking, on improving walking ability in LSS. Study design This was a two-arm double-blinded (participant and assessor) randomized controlled trial. Patient sample We recruited 104 participants 50 years of age or older with neurogenic claudication, imaging confirmed LSS and limited walking ability. Outcome measures The primary measure was walking distance measured by the self-paced walking test (SPWT) and the primary outcome was the difference in proportions among participants in both groups who achieved at least a 30% improvement in walking distance from baseline using relative risk with 95% confidence intervals. Methods The active TENS group (n = 49) received para-spinal TENS from L3-S1 at a frequency of 65-100 Hz modulated over 3-s intervals with a pulse width of 100-200 usec, and turned on 2 min before the start and maintained during the SPWT. The de-tuned TENS group (n = 51) received similarly applied TENS for 30 s followed by ramping down to zero stimulus and turned off before the start and during the SPWT.Study funded by The Arthritis Society ($365,000 CAN) and salary support for Carlo Ammendolia funded by the Canadian Chiropractic Research Foundation ($500,000 CAN over 5 years). Results From August 2014 to January 2016 a total of 640 potential participants were screened for eligibility; 106 were eligible and 104 were randomly allocated to active TENS or de-tuned TENS. Both groups showed significant improvement in walking distance but there was no significant difference between groups. The mean difference between active and de-tuned TENS groups was 46.9 m; 95% CI (- 118.4 to 212.1); P = 0.57. A total of 71% (35/49) of active TENS and 74% (38/51) of de-tuned TENS participants achieved at least 30% improvement in walking distance; relative risk (RR), 0.96; 95% CI, (0.7 to 1.2) P = 0.77. Conclusions Active TENS applied while walking is no better than de-tuned TENS for improving walking ability in patients with degenerative LSS and therefore should not be a recommended treatment in clinical practice. Registration ClinicalTrials.gov ID: NCT02592642. Registration October 30, 2015.
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Affiliation(s)
- Carlo Ammendolia
- 1Institute of Health Policy, Management and Evaluation, University of Toronto, 60 Murray Street, Rm L2-225, Toronto, Ontario M5T 3L9 Canada.,2Rebecca MacDonald Centre for Arthritis & Autoimmune Disease, Mount Sinai Hospital, 60 Murray Street, Rm L2-225, Toronto, Ontario M5T 3L9 Canada
| | - Pierre Côté
- 1Institute of Health Policy, Management and Evaluation, University of Toronto, 60 Murray Street, Rm L2-225, Toronto, Ontario M5T 3L9 Canada.,3Dalla Lana School of Public Health, University of Toronto, Toronto, Canada.,4UOIT-CMCC Centre for Disability Prevention and Rehabilitation, Faculty of Health Sciences, University of Ontario Institute of Technology, Toronto, Ontario Canada
| | - Y Raja Rampersaud
- Department of Orthopedics, Toronto Western Hospital, University Health Network, 399 Bathurst Street, 441, 1 East Wing, Toronto, Ontario M5T 2S8 Canada
| | - Danielle Southerst
- 6Occupational and Industrial Orthopaedic Centre, Department of Orthopaedic Surgery, NYU Langone Health, 63 Downing Street, New York, NY 10014 USA
| | - Michael Schneider
- 7Department of Physical Therapy, University of Pittsburgh, 100 Technology Drive, Suite 210, Pittsburgh, PA 15219 USA
| | - Aksa Ahmed
- 2Rebecca MacDonald Centre for Arthritis & Autoimmune Disease, Mount Sinai Hospital, 60 Murray Street, Rm L2-225, Toronto, Ontario M5T 3L9 Canada
| | - Claire Bombardier
- 8Department of Medicine, Division of Rheumatology, University of Toronto, 190 Elizabeth Street, Suite RFE 3-805, Toronto, Ontario M5G 2C4 Canada.,9Department of Medicine, Faculty of Medicine, University of Toronto, P.O. Box 7, 60 Murray Street, Rm L2-008, Toronto, Ontario M5T 3L9 Canada
| | - Gillian Hawker
- 8Department of Medicine, Division of Rheumatology, University of Toronto, 190 Elizabeth Street, Suite RFE 3-805, Toronto, Ontario M5G 2C4 Canada.,9Department of Medicine, Faculty of Medicine, University of Toronto, P.O. Box 7, 60 Murray Street, Rm L2-008, Toronto, Ontario M5T 3L9 Canada
| | - Brian Budgell
- 10Canadian Memorial Chiropractic College, 6100 Leslie Street, North York, Ontario M2H 3J1 Canada
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