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Camino-Willhuber G, Tani S, Kelly MJ, Schonnagel L, Caffard T, Chiapparelli E, Gorgy G, Dalton D, Zhu J, Shue J, Zelenty WD, Cammisa FP, Girardi FP, Hughes AP, Sama AA, Sokunbi G. Discrepancies in recommendations for return to regular activities after cervical spine surgery: A survey study. N Am Spine Soc J 2024; 18:100316. [PMID: 38572467 PMCID: PMC10987327 DOI: 10.1016/j.xnsj.2024.100316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 02/01/2024] [Accepted: 02/12/2024] [Indexed: 04/05/2024]
Abstract
Background The recommended timing for returning to common activities after cervical spine surgery varies widely among physicians based on training background and personal opinion, without clear guidelines or consensus. The purpose of this study was to analyze spine surgeons' responses about the recommended timing for returning to common activities after different cervical spine procedures. Methods This was a survey study including 91 spine surgeons. The participants were asked to complete an anonymous online survey. Questions regarding their recommended time for returning to regular activities (showering, driving, biking, running, swimming, sedentary work, and nonsedentary work) after anterior cervical decompression and fusion (ACDF), cervical disc replacement (CDR), posterior cervical decompression and fusion (PCDF), and laminoplasty were included. Comparisons of recommended times for return to activities after each surgical procedure were made based on surgeons' years in practice. Results For ACDF and PCDF, there were no statistically significant differences in recommended times for return to any activity when stratified by years in practice. When considering CDR, return to non-sedentary work differed between surgeons in practice for 10 to 15 years, who recommended return at 3 months, and all other groups of surgeons, who recommended 6 weeks. Laminoplasty surgery yielded the most variability in activity recommendations, with earlier recommended return (6 weeks) to biking, non-sedentary work, and sedentary work in the most experienced surgeon group (>15 years in practice) than in all other surgeon experience groups (3 months). Conclusions We observed significant variability in surgeon recommendations for return to regular activities after cervical spine surgery.
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Affiliation(s)
- Gaston Camino-Willhuber
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
| | - Soji Tani
- Department of Orthopaedic Surgery, School of Medicine, Showa University Hospital, Tokyo, Japan
| | - Michael J. Kelly
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
| | - Lukas Schonnagel
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
| | - Thomas Caffard
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
| | - Erika Chiapparelli
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
| | - George Gorgy
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
| | - David Dalton
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
| | - Jiaqi Zhu
- Biostatistics Core, Hospital for Special Surgery, New York City, NY, United States
| | - Jennifer Shue
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
| | - William D. Zelenty
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
| | - Frank P. Cammisa
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
| | - Federico P. Girardi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
| | - Alexander P. Hughes
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
| | - Andrew A. Sama
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
| | - Gbolabo Sokunbi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, 535 E 70th St, New York, NY, United States
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Schönnagel L, Tani S, Vu-Han TL, Zhu J, Camino-Willhuber G, Dodo Y, Caffard T, Chiapparelli E, Oezel L, Shue J, Zelenty WD, Lebl DR, Cammisa FP, Girardi FP, Sokunbi G, Hughes AP, Sama AA. Predicting conversion of ambulatory ACDF patients to inpatient: a machine learning approach. Spine J 2024; 24:563-571. [PMID: 37980960 DOI: 10.1016/j.spinee.2023.11.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 10/29/2023] [Accepted: 11/12/2023] [Indexed: 11/21/2023]
Abstract
BACKGROUND CONTEXT Machine learning is a powerful tool that has become increasingly important in the orthopedic field. Recently, several studies have reported that predictive models could provide new insights into patient risk factors and outcomes. Anterior cervical discectomy and fusion (ACDF) is a common operation that is performed as an outpatient procedure. However, some patients are required to convert to inpatient status and prolonged hospitalization due to their condition. Appropriate patient selection and identification of risk factors for conversion could provide benefits to patients and the use of medical resources. PURPOSE This study aimed to develop a machine-learning algorithm to identify risk factors associated with unplanned conversion from outpatient to inpatient status for ACDF patients. STUDY DESIGN/SETTING This is a machine-learning-based analysis using retrospectively collected data. PATIENT SAMPLE Patients who underwent one- or two-level ACDF in an ambulatory setting at a single specialized orthopedic hospital between February 2016 to December 2021. OUTCOME MEASURES Length of stay, conversion rates from ambulatory setting to inpatient. METHODS Patients were divided into two groups based on length of stay: (1) Ambulatory (discharge within 24 hours) or Extended Stay (greater than 24 hours but fewer than 48 hours), and (2) Inpatient (greater than 48 hours). Factors included in the model were based on literature review and clinical expertise. Patient demographics, comorbidities, and intraoperative factors, such as surgery duration and time, were included. We compared the performance of different machine learning algorithms: Logistic Regression, Random Forest (RF), Support Vector Machine (SVM), and Extreme Gradient Boosting (XGBoost). We split the patient data into a training and validation dataset using a 70/30 split. The different models were trained in the training dataset using cross-validation. The performance was then tested in the unseen validation set. This step is important to detect overfitting. The performance was evaluated using the area under the curve (AUC) of the receiver operating characteristics analysis (ROC) as the primary outcome. An AUC of 0.7 was considered fair, 0.8 good, and 0.9 excellent, according to established cut-offs. RESULTS A total of 581 patients (59% female) were available for analysis. Of those, 140 (24.1%) were converted to inpatient status. The median age was 51 (IQR 44-59), and the median BMI was 28 kg/m2 (IQR 24-32). The XGBoost model showed the best performance with an AUC of 0.79. The most important features were the length of the operation, followed by sex (based on biological attributes), age, and operation start time. The logistic regression model and the SVM showed worse results, with an AUC of 0.71 each. CONCLUSIONS This study demonstrated a novel approach to predicting conversion to inpatient status in eligible patients for ambulatory surgery. The XGBoost model showed good predictive capabilities, superior to the older machine learning approaches. This model also revealed the importance of surgical duration time, BMI, and age as risk factors for patient conversion. A developing field of study is using machine learning in clinical decision-making. Our findings contribute to this field by demonstrating the feasibility and accuracy of such methods in predicting outcomes and identifying risk factors, although external and multi-center validation studies are needed.
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Affiliation(s)
- Lukas Schönnagel
- Spine Care Institute, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA; Center for Musculoskeletal Surgery, Charité - Universitätsmedizin Berlin, Freie Universität Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Soji Tani
- Spine Care Institute, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA; Department of Orthopaedic Surgery, Showa University School of Medicine, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo 142-8666, Japan
| | - Tu-Lan Vu-Han
- Center for Musculoskeletal Surgery, Charité - Universitätsmedizin Berlin, Freie Universität Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Jiaqi Zhu
- Biostatistics Core, Hospital for Special Surgery, 541 E. 71st Street, New York, NY 10021, USA
| | - Gaston Camino-Willhuber
- Spine Care Institute, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Yusuke Dodo
- Department of Orthopaedic Surgery, Showa University School of Medicine, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo 142-8666, Japan
| | - Thomas Caffard
- Spine Care Institute, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA; Department of Orthopedic Surgery, University of Ulm, Oberer Eselsberg 45, 89081 Ulm, Germany
| | - Erika Chiapparelli
- Spine Care Institute, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Lisa Oezel
- Department of Orthopedic Surgery and Traumatology, University Hospital Duesseldorf, Moorenstraße 5, 40225 Duesseldorf, Germany
| | - Jennifer Shue
- Spine Care Institute, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - William D Zelenty
- Spine Care Institute, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Darren R Lebl
- Spine Care Institute, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Frank P Cammisa
- Spine Care Institute, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Federico P Girardi
- Spine Care Institute, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Gbolabo Sokunbi
- Spine Care Institute, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Alexander P Hughes
- Spine Care Institute, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Andrew A Sama
- Spine Care Institute, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA.
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Camino-Willhuber G, Schönnagel L, Chiapparelli E, Amoroso K, Tani S, Caffard T, Arzani A, Guven AE, Verna B, Zhu J, Shue J, Zelenty WD, Sokunbi G, Bendersky M, Girardi FP, Sama AA, Cammisa FP, Hughes AP. Association between lumbar intervertebral vacuum phenomenon severity and posterior paraspinal muscle atrophy in patients undergoing spine surgery. Eur Spine J 2024; 33:1013-1020. [PMID: 38267734 DOI: 10.1007/s00586-023-08120-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 12/15/2023] [Accepted: 12/23/2023] [Indexed: 01/26/2024]
Abstract
PURPOSE Intervertebral vacuum phenomenon (IVP) and paraspinal muscular atrophy are age-related changes in the lumbar spine. The relationship between both parameters has not been investigated. We aimed to analyze the correlation between IVP and paraspinal muscular atrophy in addition to describing the lumbar vacuum severity (LVS) scale, a new parameter to estimate lumbar degeneration. METHODS We analyzed patients undergoing spine surgery between 2014 and 2016. IVP severity was assessed utilizing CT scans. The combination of vacuum severity on each lumbar level was used to define the LVS scale, which was classified into mild, moderate and severe. MRIs were used to evaluate paraspinal muscular fatty infiltration of the multifidus and erector spinae. The association of fatty infiltration with the severity of IVP at each lumbar level was assessed with a univariable and multivariable ordinal regression model. RESULTS Two hundred and sixty-seven patients were included in our study (128 females and 139 males) with a mean age of 62.6 years (55.1-71.2). Multivariate analysis adjusted for age, BMI and sex showed positive correlations between LVS-scale severity and fatty infiltration in the multifidus and erector spinae, whereas no correlation was observed in the psoas muscle. CONCLUSION IVP severity is positively correlated with paraspinal muscular fatty infiltration. This correlation was stronger for the multifidus than the erector spinae. No correlations were observed in the psoas muscle. The lumbar vacuum severity scale was significantly correlated with advanced disc degeneration with vacuum phenomenon.
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Affiliation(s)
- Gaston Camino-Willhuber
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
| | - Lukas Schönnagel
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
- Center for Musculoskeletal Surgery, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany
| | - Erika Chiapparelli
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
| | - Krizia Amoroso
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
| | - Soji Tani
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
- Department of Orthopaedic Surgery, School of Medicine, Showa University Hospital, Tokyo, Japan
| | - Thomas Caffard
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
- Department of Orthopaedic Surgery, University of Ulm, Ulm, Germany
| | - Artine Arzani
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
| | - Ali E Guven
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
| | - Bruno Verna
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
| | - Jiaqi Zhu
- Biostatistics Core, Hospital for Special Surgery, New York City, NY, USA
| | - Jennifer Shue
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
| | - William D Zelenty
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
| | - Gbolabo Sokunbi
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
| | - Mariana Bendersky
- III Normal Anatomy Department, School of Medicine, University of Buenos Aires, Buenos Aires, Argentina
- Intraoperative Monitoring, Pediatric Neurology Department, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Federico P Girardi
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
| | - Andrew A Sama
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
| | - Frank P Cammisa
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA
| | - Alexander P Hughes
- Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 E 70th St, New York City, NY, 10021, USA.
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4
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Camino-Willhuber G, Schönnagel L, Caffard T, Zhu J, Tani S, Chiapparelli E, Arzani A, Shue J, Duculan R, Bendersky M, Zelenty WD, Sokunbi G, Lebl DR, Cammisa FP, Girardi FP, Mancuso CA, Hughes AP, Sama AA. Severe Intervertebral Vacuum Phenomenon is Associated With Higher Preoperative Low Back Pain, ODI, and Indication for Fusion in Patients With Degenerative Lumbar Spondylolisthesis. Clin Spine Surg 2024; 37:E1-E8. [PMID: 37651562 DOI: 10.1097/bsd.0000000000001510] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 07/19/2023] [Indexed: 09/02/2023]
Abstract
STUDY DESIGN Retrospective study of prospective collected data. OBJECTIVE To analyze the association between intervertebral vacuum phenomenon (IVP) and clinical parameters in patients with degenerative spondylolisthesis. SUMMARY OF BACKGROUND DATA IVP is a sign of advanced disc degeneration. The correlation between IVP severity and low back pain in patients with degenerative spondylolisthesis has not been previously analyzed. METHODS We retrospectively analyzed patients with degenerative spondylolisthesis who underwent surgery. Vacuum phenomenon was measured on computed tomography scan and classified into mild, moderate, and severe. A lumbar vacuum severity (LVS) scale was developed based on vacuum severity. The associations between IVP at L4/5 and the LVS scale, preoperative and postoperative low back pain, as well as the Oswestry Disability Index was assessed. The association of IVP at L4/5 and the LVS scale and surgical decision-making, defined as decompression alone or decompression and fusion, was assessed through univariable logistic regression analysis. RESULTS A total of 167 patients (52.7% female) were included in the study. The median age was 69 years (interquartile range 62-72). Overall, 100 (59.9%) patients underwent decompression and fusion and 67 (40.1%) underwent decompression alone. The univariable regression demonstrated a significantly increased odds ratio (OR) for back pain in patients with more severe IVP at L4/5 [OR=1.69 (95% CI 1.12-2.60), P =0.01]. The univariable regressions demonstrated a significantly increased OR for increased disability with more severe L4/L5 IVP [OR=1.90 (95% CI 1.04-3.76), P =0.04] and with an increased LVS scale [OR=1.17 (95% CI 1.02-1.35), P =0.02]. IVP severity of the L4/L5 were associated with higher indication for fusion surgery. CONCLUSION Our study showed that in patients with degenerative spondylolisthesis undergoing surgery, the severity of vacuum phenomenon at L4/L5 was associated with greater preoperative back pain and worse Oswestry Disability Index. Patients with severe IVP were more likely to undergo fusion.
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Affiliation(s)
- Gaston Camino-Willhuber
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
| | - Lukas Schönnagel
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin
| | - Thomas Caffard
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
- Department of Orthopaedic Surgery, University of Ulm, Ulm, Germany
| | - Jiaqi Zhu
- Biostatistics Core, Hospital for Special Surgery, New York City, NY
| | - Soji Tani
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
- Department of Orthopaedic Surgery, School of Medicine, Showa University Hospital, Tokyo, Japan
| | - Erika Chiapparelli
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
| | - Artine Arzani
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
| | - Jennifer Shue
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
| | | | - Mariana Bendersky
- III Normal Anatomy Department, School of Medicine, University of Buenos Aires
- Intraoperative Monitoring, Department of Pediatric Neurology, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - William D Zelenty
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
| | - Gbolabo Sokunbi
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
| | - Darren R Lebl
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
| | - Frank P Cammisa
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
| | - Federico P Girardi
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
| | - Carol A Mancuso
- Hospital for Special Surgery, New York City, NY
- Weill Cornell Medical College, New York, NY
| | - Alexander P Hughes
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
| | - Andrew A Sama
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York City, NY
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Avrumova F, Abel F, Zelenty WD, Goldman SN, Lebl DR. Prospective Comparison of Two Robotically Navigated Pedicle Screw Instrumentation Techniques. J Robot Surg 2023; 17:2711-2719. [PMID: 37606872 DOI: 10.1007/s11701-023-01694-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 07/31/2023] [Indexed: 08/23/2023]
Abstract
This study aimed to compare screw accuracy and incidence of skive between two robotically navigated instrumented techniques in posterior spine fusion surgery: manual anti-skive instrumentation with an anti-skive cannula (ASC) and the use of a navigated, high-speed drill (HSD). Over a 3-year period, consecutive patients are undergoing RNA posterior fusion surgery with either ASC (n = 53) or HSD (n = 63). Both groups met a value of approximately 292 screws in our analysis (296 ASC, 294 HSD), which was determined by a biostatistician at an academic institution. Screw accuracy and skive was analyzed using preoperative CT and intraoperative three-dimensional (3D) fluoroscopy. Among 590 planned robotically inserted pedicle screws (296 ASC, 294 HSD), 245 ASC screws (82.8%) and 283 HSD screws (96.3%) were successfully inserted (p < 0.05). Skive events occurred in 4/283 (1.4%) HSD screws and 15/245 (6.2%) ASC screws (p < 0.05). HSD screws showed better accuracy in the axial and sagittal planes, being closer to planned trajectories in all directions except cranial deviation (p < 0.05). Additionally, HSD had a significantly lower time per screw (1.9 ± 1.0 min) compared to ASC (3.2 ± 2.0 min, p < 0.001). No adverse clinical effects were observed. The HSD technique showed significant improvements in time and screw accuracy compared to ASC. Biplanar fluoroscopy and 3D imaging resulted in significantly lower radiation exposure and time compared to ASC. These significant findings in the HSD group may be attributed to the lower occurrence of malpositioned screws, leading to a decrease in the need for second authentication. This represents a notable iterative improvement of the RNA platform.
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Affiliation(s)
- Fedan Avrumova
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Frederik Abel
- Department of Radiology, Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - William D Zelenty
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Samuel N Goldman
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Darren R Lebl
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA.
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Tani S, Okano I, Dodo Y, Camino-Willhuber G, Caffard T, Schönnagel L, Chiapparelli E, Amoroso K, Tripathi V, Arzani A, Oezel L, Shue J, Zelenty WD, Lebl DR, Cammisa FP, Girardi FP, Hughes AP, Sokunbi G, Sama AA. Risk Factors for Unexpected Conversion From Ambulatory to Inpatient Admission Among One-level or Two-level ACDF Patients. Spine (Phila Pa 1976) 2023; 48:1427-1435. [PMID: 37389987 DOI: 10.1097/brs.0000000000004767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 06/22/2023] [Indexed: 07/02/2023]
Abstract
STUDY DESIGN/SETTING A retrospective observational study. OBJECTIVE The aim of this study was to investigate the factors associated with the conversion of patient status from ambulatory anterior cervical discectomy and fusion (ACDF) to inpatient. SUMMARY OF BACKGROUND DATA Surgeries are increasingly performed in an ambulatory setting in an era of rising healthcare costs and pressure to improve patient satisfaction. ACDF is a common ambulatory cervical spine surgery, however, there are certain patients who are unexpectedly converted from an outpatient procedure to inpatient admission and little is known about the risk factors for conversion. MATERIALS AND METHODS Patients who underwent one-level or two-level ACDF in an ambulatory setting at a single specialized orthopedic hospital between February 2016 to December 2021 were included. Baseline demographics, surgical information, complications, and conversion reasons were compared between patients with ambulatory surgery or observational stay (stay <48 h) and inpatient (stay >48 h). RESULTS In total, 662 patients underwent one-level or two-level ACDF (median age, 52 yr; 59.5% were male), 494 (74.6%) patients were discharged within 48 hours and 168 (25.4%) patients converted to inpatient. Multivariable logistic regression analysis demonstrated that females, low body mass index <25, American Society of Anesthesiologists classification (ASA) ≥3, long operation, high estimated blood loss, upper-level surgery, two-level fusion, late operation start time, and high postoperative pain score were considered independent risk factors for conversion to inpatient. Pain management was the most common reason for the conversion (80.0%). Ten patients (1.5%) needed reintubation or remained intubated for airway management. CONCLUSIONS Several independent risk factors for prolonged hospital stay after ambulatory ACDF surgery were identified. Although some factors are unmodifiable, other factors, such as procedure duration, operation start time, and blood loss could be potential targets for intervention. Surgeons should be aware of the potential for life-threatening airway complications in ambulatory-scheduled ACDF.
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Affiliation(s)
- Soji Tani
- Spine Care Institute, Hospital for Special Surgery, New York, NY
- Department of Orthopaedic Surgery, Showa University School of Medicine, Tokyo, Japan
| | - Ichiro Okano
- Department of Orthopaedic Surgery, Showa University School of Medicine, Tokyo, Japan
| | - Yusuke Dodo
- Department of Orthopaedic Surgery, Showa University School of Medicine, Tokyo, Japan
| | | | - Thomas Caffard
- Spine Care Institute, Hospital for Special Surgery, New York, NY
- Department of Orthopedic Surgery, University of Ulm, Ulm, Germany
| | - Lukas Schönnagel
- Spine Care Institute, Hospital for Special Surgery, New York, NY
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | | | - Krizia Amoroso
- Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Vidushi Tripathi
- Spine Care Institute, Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
| | - Artine Arzani
- Spine Care Institute, Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
| | - Lisa Oezel
- Department of Orthopedic Surgery and Traumatology, University Hospital Duesseldorf, Duesseldorf, Germany
| | - Jennifer Shue
- Spine Care Institute, Hospital for Special Surgery, New York, NY
| | | | - Darren R Lebl
- Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Frank P Cammisa
- Spine Care Institute, Hospital for Special Surgery, New York, NY
| | | | | | - Gbolabo Sokunbi
- Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Andrew A Sama
- Spine Care Institute, Hospital for Special Surgery, New York, NY
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Camino-Willhuber G, Tani S, Shue J, Zelenty WD, Sokunbi G, Lebl DR, Cammisa FP, Girardi FP, Hughes AP, Sama AA. Lumbar lateral interbody fusion: step-by-step surgical technique and clinical experience. J Spine Surg 2023; 9:294-305. [PMID: 37841793 PMCID: PMC10570643 DOI: 10.21037/jss-23-54] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 08/24/2023] [Indexed: 10/17/2023]
Abstract
Lateral lumbar interbody fusion (LLIF) is a minimally invasive surgical approach used to treat a variety of degenerative and deformity conditions of the lumbar spine such as advanced degenerative disease, degenerative scoliosis, foraminal and central stenosis. It has emerged as an alternative to the traditional posterior and anterior lumbar approaches with some potential benefits such as lower blood loss and shorter hospital stay. In this article, we provide our single institutional surgical experience including main indications and contraindications, a step-by-step surgical technique description, a detailed preoperative imaging assessment with a focus on magnetic resonance imaging (MRI) psoas anatomy, operative room (OR) setup and patient positioning. A descriptive surgical technical note of the following steps is provided: positioning and fluoroscopic confirmation, incision and intraoperative level confirmation, discectomy and endplate preparation, implant size selection and insertion and final fluoroscopic control, hemostasis check and wound closure along with an instructional surgical video with tips and pearls, postoperative patient care recommendations, common approach-related complications, along with our historical clinical institutional group experience. Finally, we summarize our research experience in this surgical approach with a focus on LLIF as a standalone procedure. Based on our experience, LLIF can be considered an effective surgical technique to treat degenerative lumbar spine conditions. Proper patient selection is mandatory to achieve good outcomes. Our institutional experience shows higher fusion rates with good clinical outcomes and a relatively low rate of complications.
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Affiliation(s)
| | - Soji Tani
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Jennifer Shue
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - William D Zelenty
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Gbolabo Sokunbi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Darren R Lebl
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Frank P Cammisa
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Federico P Girardi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Alexander P Hughes
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Andrew A Sama
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
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Zelenty WD, Li TY, Okano I, Hughes AP, Sama AA, Soffin EM. Utility of Ultrasound-Guided Erector Spinae Plane Blocks for Postoperative Pain Management Following Thoracolumbar Spinal Fusion Surgery. J Pain Res 2023; 16:2835-2845. [PMID: 37605744 PMCID: PMC10440116 DOI: 10.2147/jpr.s419682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 08/07/2023] [Indexed: 08/23/2023] Open
Abstract
Purpose The primary objective of this study is to determine if ultrasound-guided erector spinae plane blocks (ESPB) prior to thoracolumbar spinal fusion reduces opioid consumption in the first 24 hours postoperatively. Secondary objectives include ESPB effects on administration of opioids, utilization of intravenous patient-controlled analgesia (IV-PCA), pain scores, length of stay, and opioid related side effects. Methods A retrospective cohort analysis was performed on consecutive, adult patients undergoing primary thoracolumbar fusion procedures. Demographic and baseline characteristics including diagnoses of chronic pain, anxiety, depression, and preoperative use of opioids were collected. Surgical data included surgical levels, opioid administration, and duration. Postoperative data included pain scores, opioid consumption, IV-PCA duration, opioid-related side effects, ESPB-related complications, and length of stay (LOS). Statistical analysis was performed using chi-squared and t-test analyses, multivariable analysis, and covariate adjustment with propensity score. Results A total of 118 consecutive primary thoracolumbar fusions were identified between October 2019 and December 2021 (70 ESPB, 48 no-block [NB]). There were no significant demographic or surgical differences between groups. Median surgical time (262.50 mins vs 332.50 mins, p = 0.04), median intraoperative opioid consumption (8.11 OME vs 1.73 OME, p = 0.01), and median LOS (152.00 hrs vs 128.50 hrs, p = 0.01) were significantly reduced in the ESPB group. Using multivariable covariate adjustment with propensity score analysis only intraoperative opioid administration was found to be significantly less in the ESPB cohort. Conclusion ESPB for thoracolumbar fusion can be performed safely in index cases. There was a reduction of intraoperative opioid administration in the ESPB group, however the care team was not blinded to the intervention. Extensive thoracolumbar spinal fusion surgery may require a different approach to regional anesthesia to be similarly effective as ESPB in isolated lumbar surgeries.
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Affiliation(s)
- William D Zelenty
- Department of Orthopaedic Surgery, Spine Service, Hospital for Special Surgery, New York, NY, 10021, USA
| | - Tim Y Li
- Weill-Cornell Medical College, New York, NY, 10021, USA
| | - Ichiro Okano
- Department of Orthopaedic Surgery, Spine Service, Hospital for Special Surgery, New York, NY, 10021, USA
- Department of Orthopaedic Surgery, Spine Service, Showa University Hospital, Hatanodai, Tokyo, Japan
| | - Alexander P Hughes
- Department of Orthopaedic Surgery, Spine Service, Hospital for Special Surgery, New York, NY, 10021, USA
| | - Andrew A Sama
- Department of Orthopaedic Surgery, Spine Service, Hospital for Special Surgery, New York, NY, 10021, USA
| | - Ellen M Soffin
- Department of Anesthesiology, Critical Care & Pain Management, Hospital for Special Surgery, New York, NY, 10021, USA
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Camino-Willhuber G, Haffer H, Muellner M, Dodo Y, Chiapparelli E, Tani S, Amoroso K, Sarin M, Shue J, Soffin EM, Zelenty WD, Sokunbi G, Lebl DR, Cammisa FP, Girardi FP, Hughes AP, Sama AA. Frailty stratification using the Modified 5-item frailty index: Significant variation within frailty patients in spine surgery. World Neurosurg 2023:S1878-8750(23)00785-4. [PMID: 37315893 DOI: 10.1016/j.wneu.2023.06.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 06/05/2023] [Accepted: 06/06/2023] [Indexed: 06/16/2023]
Abstract
BACKGROUND Frailty status has been associated with higher rates of complications after spine surgery. However, frailty patients constitute an heterogeneous group based on the combinations of comorbidities. The objective of this study is to compare the combinations of variables that compose the modified 5-factor frailty index score (mFI-5) based on the number of comorbidities in terms of complications, reoperation, readmission, and mortality after spine surgery. METHODS The American College of Surgeons - National Surgical Quality Improvement Program (ACS-NSQIP) Database from 2009-2019 was used to identify patients who underwent elective spine surgery. The mFI-5 item score was calculated and patients were classified according to number and combination of comorbidities. Multivariable analysis was used to assess the independent impact of each combination of comorbidities in the mFI-5 score on the risk of complications. RESULTS A total of 167, 630 patients were included with a mean age of 59.9 ± 13.6 years. The risk of complications was the lowest in patients with diabetes + hypertension (OR=1.2) and highest in those with the combination of CHF, diabetes, COPD, and dependent status (OR=6.6); there was a high variation in complication rate based on specific combinations. CONCLUSION There is high variability in terms of relative risk of complications based on the number and combination of different comorbidities, especially with CHF and dependent status. Therefore, frailty status encompasses a heterogeneous group and sub-stratification of frailty status is necessary to identify patients with significantly higher risk of complications.
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Affiliation(s)
| | - Henryk Haffer
- Center for Musculoskeletal Surgery, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Maximilian Muellner
- Center for Musculoskeletal Surgery, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Yusuke Dodo
- Department of Orthopaedic Surgery, School of Medicine, Showa University Hospital, Tokyo, Japan
| | - Erika Chiapparelli
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Soji Tani
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA; Department of Orthopaedic Surgery, School of Medicine, Showa University Hospital, Tokyo, Japan
| | - Krizia Amoroso
- Department of Anesthesiology, Critical Care & Pain Management, Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Michele Sarin
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Jennifer Shue
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Ellen M Soffin
- Department of Anesthesiology, Critical Care & Pain Management, Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - William D Zelenty
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Gbolabo Sokunbi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Darren R Lebl
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Frank P Cammisa
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Federico P Girardi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Alexander P Hughes
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Andrew A Sama
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA.
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Paek S, Zelenty WD, Dodo Y, Sarin M, Shue J, Soffin EM, Cammisa FP, Girardi FP, Sama AA, Lyman S, Hughes AP. Up to 10-year surveillance comparison of survivability in single-level cervical disc replacement versus anterior cervical discectomy and fusion in New York. J Neurosurg Spine 2023:1-10. [PMID: 37086159 DOI: 10.3171/2023.3.spine221377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 03/15/2023] [Indexed: 04/23/2023]
Abstract
OBJECTIVE Cervical disc replacement (CDR) is an alternative treatment to anterior cervical discectomy and fusion (ACDF), which is the current gold standard, for degenerative cervical diseases such as cervical spondylotic myelopathy and cervical radiculopathy. CDR has several theoretical benefits over ACDF, including preservation of motion, earlier return to unrestricted activity, and potentially a lower risk of adjacent-segment disease. Recent literature has reported positive clinical results for CDR, but few studies have investigated the long-term risk of revision surgery of CDR versus ACDF. The purpose of this study was to identify and analyze the epidemiological, clinical, and operative risk factors that affect revision rates following single-level CDR and ACDF procedures. METHODS A retrospective cohort was extracted from the Statewide Planning and Research Cooperative System using ICD-9 and CPT codes. Inclusion criteria were adult patients undergoing primary, subaxial (C3-7), single-level ACDF or CDR for cervical radiculopathy and/or cervical spondylotic myelopathy between 2005 and 2013. Survivability was defined as the time between the index procedure and the presence of a subsequent discharge record for cervical spinal fusion or disc replacement. Statistical analyses were performed using chi-square tests, t-tests, Cox proportional hazards models, and a Kaplan-Meier plot. RESULTS A total of 7450 patients were included in this study (6615 ACDF and 835 CDR). When adjusted for patient demographics, the hazard ratios showed no significant differences in the incidence of revision risk between the two cohorts. The CDR cohort had a higher incidence of postoperative dysphagia (p < 0.05). Patients undergoing ACDF had a longer average hospital stay (2.8 vs 1.9 days, p < 0.001). There was no significant difference in time to revision surgery (p = 0.486). CONCLUSIONS CDR and ACDF have both been shown to be effective treatments for cervical spine disease. CDR patients had a shorter average inpatient hospital stay compared with ACDF patients but tended to experience dysphagia more frequently. There was a tendency toward increased survivability of CDR; however, this was not found to be statistically significant at any time point. The large size and heterogeneity of each cohort and the availability of > 10 years of surveillance data differentiate this study from other published literature. This investigation has limitations inherent to large data analysis studies, including the implementation and inaccuracy of diagnosis and procedural coding; however, this reflects real-world use of coding by practitioners.
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Affiliation(s)
- Samuel Paek
- 1Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania
| | - William D Zelenty
- 2Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York; and
| | - Yusuke Dodo
- 2Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York; and
- 3Department of Orthopaedic Surgery, School of Medicine, Showa University Hospital, Tokyo, Japan
| | - Michele Sarin
- 2Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York; and
| | - Jennifer Shue
- 2Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York; and
| | - Ellen M Soffin
- 2Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York; and
| | - Frank P Cammisa
- 2Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York; and
| | - Federico P Girardi
- 2Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York; and
| | - Andrew A Sama
- 2Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York; and
| | - Stephen Lyman
- 2Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York; and
| | - Alexander P Hughes
- 2Department of Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York; and
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Dodo Y, Okano I, Zelenty WD, Paek S, Sarin M, Haffer H, Muellner M, Chiapparelli E, Shue J, Soffin E, Lebl DR, Cammisa FP, Girardi FP, Sokunbi G, Sama AA, Hughes AP. The Utilization of Intraoperative Neurophysiological Monitoring for Lumbar Decompression and Fusion Surgery in New York State. Spine (Phila Pa 1976) 2023:00007632-990000000-00316. [PMID: 37040475 DOI: 10.1097/brs.0000000000004603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 01/16/2023] [Indexed: 04/13/2023]
Abstract
STUDY DESIGN Retrospective database analysis. OBJECTIVE To elucidate trends in the utilization of IONM during elective lumbar surgery procedures and to investigate the association between the use of IONM and surgical outcomes. SUMMARY OF BACKGROUND DATA The routine use of Intraoperative Neurophysiological Monitoring (IONM) in elective lumbar spine procedures has recently been called into question due to longer operative time, higher cost and other substitute advanced technologies. METHODS The Statewide Planning and Research Cooperative System (SPARCS) database was accessed to perform this retrospective study. The trends of IONM use for lumbar decompression and fusion procedures were investigated from 2007 to 2018. The association between IONM use and surgical outcomes was investigated from 2017 to 2018. Multivariable logistic regression analyses as well as propensity score matching (PS-matching) were conducted to assess IONM association in neurological deficits reduction. RESULTS The utilization of IONM showed an increase in a linear fashion from 79 cases in 2007 to 6,201 cases in 2018. A total of 34,592 (12,419 monitored and 22,173 unmonitored) patients were extracted, and 210 patients (0.6%) were reported for postoperative neurological deficits. Unadjusted comparisons demonstrated that the IONM group was associated with significantly fewer neurological complications. However, multivariable analysis indicated that IONM was not a significant predictor of neurological injuries. After PS-matching of 23,642 patients, the incidence of neurological deficits was not significantly different between IONM and non-IONM patients. CONCLUSION The utilization of IONM for elective lumbar surgeries continues to gain popularity. Our results indicated that IONM use was not associated with a reduction in neurological deficits and will not support routine use of IONM for all elective lumbar surgery.
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Affiliation(s)
- Yusuke Dodo
- Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
- Department of Orthopaedic Surgery, School of Medicine, Showa University Hospital, Tokyo, Japan
| | - Ichiro Okano
- Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
- Department of Orthopaedic Surgery, School of Medicine, Showa University Hospital, Tokyo, Japan
| | - William D Zelenty
- Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Samuel Paek
- Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
- Geisinger Commonwealth School of Medicine, Scranton, PA
| | - Michele Sarin
- Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Henryk Haffer
- Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | | | | | - Jennifer Shue
- Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Ellen Soffin
- Department of Anesthesiology, Critical Care & Pain Management, Hospital for Special Surgery, New York, NY, USA
| | - Darren R Lebl
- Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Frank P Cammisa
- Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | | | - Gbolabo Sokunbi
- Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Andrew A Sama
- Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
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Zelenty WD, Paek S, Dodo Y, Sarin M, Shue J, Soffin E, Lebl DR, Cammisa FP, Girardi FP, Sokunbi G, Sama AA, Hughes AP. Utilization Trends of Intraoperative Neuromonitoring for Anterior Cervical Discectomy and Fusion in New York State. Spine (Phila Pa 1976) 2023; 48:492-500. [PMID: 36576864 DOI: 10.1097/brs.0000000000004569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 12/04/2022] [Indexed: 12/29/2022]
Abstract
STUDY DESIGN Retrospective cohort analysis. OBJECTIVE To elucidate trends in the utilization of intraoperative neuromonitoring (IONM) during anterior cervical discectomy and fusion (ACDF) procedures in NY state using the Statewide Planning and Research Cooperative System and to determine if utilization of IONM resulted in a reduction in postoperative neurological deficits. SUMMARY OF BACKGROUND DATA IONM has been available to spinal surgeons for several decades. It has become increasingly prevalent in all facets of spinal surgery including elective ACDF procedures. The utility of IONM for preventing a neurological deficit in elective spine procedures has recently been called into question. MATERIALS AND METHODS The Statewide Planning and Research Cooperative System database were accessed to perform a retrospective cohort study comparing monitored versus unmonitored ACDF procedures between 2007 and 2018 as defined by the International Classification of Disease-9 and 10 Procedural Coding System (ICD-9 PCS, ICD-10 PCS) codes. Patient demographics, medical history, surgical intervention, pertinent in-hospital events, and urban versus rural medical centers (as defined by the United States Office of Management and Budget) were recorded. Propensity-score-matched comparisons were used to identify factors related to the utilization of IONM and risk factors for neurological deficits after elective ACDF. RESULTS A total of 70,838 [15,092 monitored (21.3%) and 55,746 (78.7%) unmonitored] patients' data were extracted. The utilization of IONM since 2007 has increased in a linear manner from 0.9% of cases in 2007 to 36.7% by 2018. Overall, baseline characteristics of patients who were monitored during cases differed significantly from unmonitored patients in age, race/ethnicity, insurance type, presence of myelopathy or radiculopathy, and Charlson Comorbidity Index; however, only race/ethnicity was statistically significant when analyzed using propensity-score-matched. When comparing urban and rural medical centers, there is a significant lag in the adoption of the technology with no monitored cases in rural centers until 2012 with significant fluctuations in utilization compared with steadily increasing utilization among urban centers. From 2017 to 2018, reporting of neurological deficits after surgery resembled literature-established norms. Pooled analysis of these years revealed that the incidence of neurological complications occurred more frequently in monitored cases than in unmonitored (3.0% vs. 1.4%, P < 0.001). CONCLUSIONS The utility of IONM for elective ACDF remains uncertain; however, it continues to gain popularity for routine cases. For medical centers that lack similar resources to centers in more densely populated regions of NY state, reliable access to this technology is not a certainty. In our analysis of intraoperative neurological complications, it seems that IONM is not protective against neurological injury.
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Affiliation(s)
- William D Zelenty
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Samuel Paek
- Geisinger Commonwealth School of Medicine, Scranton, PA
| | - Yusuke Dodo
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
- Department of Orthopedic Surgery, School of Medicine, Showa University Hospital, Tokyo, Japan
| | - Michele Sarin
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Jennifer Shue
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Ellen Soffin
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Darren R Lebl
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Frank P Cammisa
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Federico P Girardi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Gbolabo Sokunbi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Andrew A Sama
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Alexander P Hughes
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
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Camino-Willhuber G, Tani S, Schonnagel L, Caffard T, Haffer H, Chiapparelli E, Sarin M, Shue J, Soffin EM, Zelenty WD, Sokunbi G, Lebl DR, Cammisa FP, Girardi FP, Hughes AP, Sama AA. Association of frailty and preoperative hypoalbuminemia with the risk of complications, readmission, and mortality after spine surgery. World Neurosurg 2023:S1878-8750(23)00417-5. [PMID: 36972901 DOI: 10.1016/j.wneu.2023.03.095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 03/21/2023] [Accepted: 03/22/2023] [Indexed: 03/29/2023]
Abstract
BACKGROUND Frailty status and hypoalbuminemia have been associated with higher rates of complications after spine surgery. However, the combination of both conditions has not been fully analyzed. The objective of this study was to assess the effect of frailty and hypoalbuminemia on the risk of complications after spine surgery. METHODS The American College of Surgeons - National Surgical Quality Improvement Program (ACS-NSQIP) database from 2009-2019 was used. Frailty status was calculated using the mFI-5 index. Patients were classified into non-frail (mFI=0), pre-frail (mFI=1), and frail (mFI≥2) groups and also based on albumin levels into normal (≥3.5 g/dl) and hypoalbuminemia groups (<3.5 g/dl). The latter group was also subclassified into mild and severe hypoalbuminemia groups. Multivariable analysis was used. Spearman Rho correlation between albuminemia and mFI-5 was also performed. RESULTS 69,519 patients (males=36,705/52.8%, females=32,814/47.2%) with a mean age of 61.0 ±13.2 years were included. Patients were classified as non-frail (n=24,897), pre-frail (n=28,897), and frail groups (n=15,725). Hypoalbuminemia was significantly higher in the frail group (11.4%) compared to the non-frail group (4.3%). An inverse correlation was observed between albumin levels and frailty status (Rho=-.139; p<.0001). Frail patients with severe hypoalbuminemia had significantly higher risk of complications (OR=5.0), reoperation (OR=3.3), readmission (OR=3.1), and mortality (OR=31.8) compared to patients without hypoalbuminemia. CONCLUSION The combination of frailty and hypoalbuminemia significantly increases the risk of complications after spine surgery. The prevalence of hypoalbuminemia in frailty group was significantly higher than non-frail patients (11.4% vs 4.3%). Both conditions should be evaluated preoperatively.
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Affiliation(s)
| | - Soji Tani
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA; Department of Orthopaedic Surgery, School of Medicine, Showa University Hospital, Tokyo, Japan
| | - Lukas Schonnagel
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Thomas Caffard
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Henryk Haffer
- Center for Musculoskeletal Surgery, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Erika Chiapparelli
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Michele Sarin
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Jennifer Shue
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Ellen M Soffin
- Department of Anesthesiology, Critical Care & Pain Management, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - William D Zelenty
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Gbolabo Sokunbi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Darren R Lebl
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Frank P Cammisa
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Federico P Girardi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Alexander P Hughes
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Andrew A Sama
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA.
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Sokunbi G, Camino-Willhuber G, Paschal PK, Olufade O, Hussain FS, Shue J, Abjornson C, Zelenty WD, Lebl DR, Cammisa FP, Girardi FP, Hughes AP, Sama AA. Is Diastasis recti abdominis associated with low back pain? - A systematic review. World Neurosurg 2023; 174:119-125. [PMID: 36894002 DOI: 10.1016/j.wneu.2023.03.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 03/02/2023] [Accepted: 03/03/2023] [Indexed: 03/09/2023]
Abstract
BACKGROUND Low back pain (LBP) is a common cause of disability worldwide, multiple causes and risk factors have been proposed in the genesis of back pain. Some studies reported an association between diastasis recti abdominis (DRA), a surrogate for decreased core strength muscle, and low back pain. We aimed to investigate the relationship between DRA and LBP through a systematic review. METHODS A systematic review of the literature of clinical studies in English literature was conducted. PubMed, Cochrane and Embase databases were used to conduct the search up to January 2022. The strategy included the following keywords: "Lower Back Pain" AND "Diastasis Recti" OR "Rectus abdominis" OR "abdominal wall" OR "paraspinal musculature". RESULTS From 207 records initially found, 34 were suitable for full review. 13 studies were finally included in this review with a total of 2820 patients. 5 studies found a positive association between DRA and LBP (5/13=38.5%) whereas 8 studies did not find any association between DRA and LBP (8/13=61.5%). CONCLUSION 61.5% of the studies included in this systematic review did not find an association between DRA and LBP whereas a positive correlation was observed in 38.5% of studies included. Based on the quality of the studies included in our review, better studies are warranted to understand the association between DRA and LBP.
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Affiliation(s)
- Gbolabo Sokunbi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA.
| | | | - Philip K Paschal
- Hospital for Special Surgery Research Institute, Hospital for Special Surgery, New York, NY, USA
| | - Oluseun Olufade
- Department of Orthopedics, Emory University, Atlanta, GA 30329, USA
| | - Farah S Hussain
- Department of Orthopedics, Emory University, Atlanta, GA 30329, USA
| | - Jennifer Shue
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Celeste Abjornson
- Hospital for Special Surgery Research Institute, Hospital for Special Surgery, New York, NY, USA
| | - William D Zelenty
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Darren R Lebl
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Frank P Cammisa
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Federico P Girardi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Alexander P Hughes
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
| | - Andrew A Sama
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY, USA
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15
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Amoroso K, Okano I, Sarin M, Hughes AP, Zelenty WD, Shue J, Sama AA, Cammisa FP, Girardi FP, Soffin EM. Comparative effectiveness of anesthetic technique on outcomes after lumbar spine surgery: a retrospective propensity score-matched analysis of the National Surgical Quality Improvement Program, 2009-2019. Reg Anesth Pain Med 2023; 48:343-348. [PMID: 36650026 DOI: 10.1136/rapm-2022-104098] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 01/08/2023] [Indexed: 01/19/2023]
Abstract
BACKGROUND The impact of anesthetic technique on spine surgery outcomes is controversial. Using a large national sample of patients, we compared outcomes after lumbar decompression under regional anesthesia (RA: spinal or epidural) or general anesthesia (GA). METHODS A retrospective population-based study of American College of Surgeons National Surgical Quality Improvement Program data (2009-2019). Patients were propensity score (PS) matched 3:1 (GA:RA) on demographic and surgical variables. The primary outcome was the association between anesthetic type and any complication (cardiac, pulmonary, renal, transfusion, stroke, infectious, deep vein thrombosis/pulmonary embolus). Secondary outcomes included the association between anesthetic type and individual complications, readmission and length of stay (LOS). Unadjusted comparisons (OR, 95% CI), logistic regression and adjusted generalized linear modeling (parameter estimate, PE, 95% CI) were performed before and after PS matching. RESULTS Of 1 51 010 cases, 149 996 (99.3%) were performed under GA, and 1014 (0.67%) under RA. After matching, 3042 patients with GA were compared with 1014 patients with RA. On unadjusted analyses, RA was associated with lower odds of complications (OR 0.43, 0.3 to 0.6, p<0.001), shorter LOS (RA: 1.1±3.8 days vs GA: 1.3±3.0 days; p<0.001) and fewer blood transfusions (RA: 3/1014, 0.3% vs GA: 40/3042, 1.3%; p=0.004). In adjusted analyses, RA was associated with fewer complications (PE -0.43, -0.81 to -0.06, p=0.02) and shorter LOS (PE -0.76, -0.90 to -0.63, p<0.001). There was no significant association between anesthetic type and readmission (PE -0.34, -0.74 to 0.05, p=0.09). CONCLUSIONS Compared with GA, RA was associated with fewer complications, less blood transfusion and shorter LOS after spine surgery. Although statistically significant, the magnitude of effects was small and requires further prospective study.
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Affiliation(s)
| | - Ichiro Okano
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York, USA
| | - Michele Sarin
- Hospital for Special Surgery, New York, New York, USA
| | - Alexander P Hughes
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York, USA
| | - William D Zelenty
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York, USA
| | - Jennifer Shue
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York, USA
| | - Andrew A Sama
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York, USA
| | - Frank P Cammisa
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York, USA
| | - Federico P Girardi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, New York, USA
| | - Ellen M Soffin
- Department of Anesthesiology, Critical Care and Pain Management, Hospital for Special Surgery, New York, New York, USA
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16
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Bodendorfer BM, Kotler JA, Zelenty WD, Termanini K, Sanchez R, Argintar EH. Outcomes and Predictors of Success for Arthroscopic Lysis of Adhesions for the Stiff Total Knee Arthroplasty. Orthopedics 2017; 40:e1062-e1068. [PMID: 29058757 DOI: 10.3928/01477447-20171012-06] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2017] [Accepted: 09/08/2017] [Indexed: 02/03/2023]
Abstract
A stiff total knee arthroplasty (TKA) can manifest as pain and decreased range of motion (ROM). When conservative management including physical therapy and manipulation under anesthesia fails, arthroscopic lysis of adhesions (LOA) is frequently pursued. The authors examined the efficacy of LOA for the stiff TKA. They retrospectively reviewed the records of 18 patients who underwent LOA for stiff TKA between April 2013 and June 2016 and who failed to meet 90° ROM at 6 weeks postoperatively. They recorded patient demographics, ROM prior to TKA, and incidence of manipulation under anesthesia between initial TKA and LOA as well as pre- and postoperative outcomes of ROM, pain, and Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) scores. The mean time from TKA to LOA was 117 days, with a mean follow-up of 449 days. Mean improvements in ROM flexion contracture, flexion, and arc were 6.11° (P<.05), 29.45° (P<.001), and 35.56° (P<.001), respectively. Range of motion improved for 17 of 18 patients. The WOMAC was completed by 15 of 18 patients, with a mean improvement in scores of 32.23% (P<.001); all 15 patients with available WOMAC scores improved. Pain score improved by a mean of 2.17 (P<.001), with 14 of 18 patients reporting decreased pain. Improvements in flexion contracture, flexion, ROM arc, WOMAC scores, and pain were all statistically significant (P<.05). Age, weight, body mass index, and time to LOA were found to be statistically significant predictors of outcome. Finally, pre-TKA and pre-LOA ROM parameters were found to be statistically significant predictors of post-LOA ROM outcomes. [Orthopedics. 2017; 40(6):e1062-e1068.].
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