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Haider G, Varshneya K, Rodrigues A, Marianayagam N, Stienen MN, Veeravagu A. Progression to fusion after lumbar laminectomy for degenerative lumbar spondylolisthesis: Rate and risk-factors. A national database study. Clin Neurol Neurosurg 2023; 233:107919. [PMID: 37536253 DOI: 10.1016/j.clineuro.2023.107919] [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: 07/03/2023] [Revised: 07/28/2023] [Accepted: 07/30/2023] [Indexed: 08/05/2023]
Abstract
OBJECTIVE Lumbar laminectomy is often utilized in the treatment of degenerative lumbar spondylolisthesis. Risk factors that contribute to reoperation rates, in particular to progression to fusion, are poorly understood. We aimed to identify rate and risk factors of lumbar fusion surgery following lumbar laminectomy for the treatment of degenerative lumbar spinal spondylolisthesis. METHODS Our sample was obtained from the national MarketScan Commercial Claims and Encounters Database. We reviewed patients undergoing lumbar laminectomy for stable degenerative lumbar spondylolisthesis (Grade-1) at one or two levels between January 2007 and December 2016. RESULTS A total of 33,681 patients were included. By 2 years after the index operation, 2.48 % of patients had required lumbar fusion surgery. Female sex was associated with lower odds (OR 0.8, 95 %CI 0.7-0.9) of reoperation for fusion. Diabetes (OR 1.2, 95 %CI 1.1-1.4), rheumatoid arthritis (OR 1.5, 95 %CI 1.2-1.7) and clinical presentation with LBP (OR 2.1, 95 %CI 1.6-2.9), lower extremity weakness (OR 1.4, 95 %CI 1.1-1.5), as well as occurrence of a postoperative neurological complications (OR 2.0, 95 %CI 1.1-3.4) increased the odds ratio for requiring fusion surgery within two years after lumbar laminectomy. CONCLUSION In this large cross-sectional sample of a national claims database consisting of lumbar laminectomy patients for the treatment of spondylolisthesis, approximately 2.5 % required subsequent lumbar fusion. Several modifiable risk factors for fusion progression were identified, which may guide clinicians in shared decision-making and to help identify patients with elevated post-operative risk providing potential leverage point for prevention.
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Affiliation(s)
- Ghani Haider
- Department of Neurosurgery, Stanford University, Stanford, 300 Pasteur Drive, Stanford, CA 94305, USA.
| | - Kunal Varshneya
- School of Medicine, Stanford University, Stanford, 291 Campus Drive, Stanford, CA 94305, USA
| | - Adrian Rodrigues
- School of Medicine, Stanford University, Stanford, 291 Campus Drive, Stanford, CA 94305, USA
| | - Neelan Marianayagam
- Department of Neurosurgery, Stanford University, Stanford, 300 Pasteur Drive, Stanford, CA 94305, USA
| | - Martin N Stienen
- Department of Neurosurgery & Spine Center of Eastern Switzerland, Cantonal Hospital St.Gallen, Rorschacher Str. 95, CH-9007 St.Gallen, Switzerland
| | - Anand Veeravagu
- Department of Neurosurgery, Stanford University, Stanford, 300 Pasteur Drive, Stanford, CA 94305, USA
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Wadhwa H, Varshneya K, Stienen MN, Veeravagu A. Do Epidural Steroid Injections Affect Outcomes and Costs in Cervical Degenerative Disease? A Retrospective MarketScan Database Analysis. Global Spine J 2023; 13:1812-1820. [PMID: 34686085 PMCID: PMC10556907 DOI: 10.1177/21925682211050320] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To investigate the effect of preoperative epidural steroid injection (ESI) on quality outcomes and costs in patients undergoing surgery for cervical degenerative disease. METHODS We queried the MarketScan database, a national administrative claims dataset, to identify patients who underwent cervical degenerative surgery from 2007 to 2016. Patients under 18 and patients with history of tumor or trauma were excluded. Patients were stratified by ESI use at 3, 6, 12, 18, and 24 or more months preoperative. Propensity score matched controls for these groups were obtained. Baseline demographics, postoperative complications, reoperations, readmissions, and costs were compared via univariate and multivariate analysis. RESULTS 97 117 patients underwent cervical degenerative surgery, of which 29 963 (30.7%) had ESI use at any time preoperatively. Overall, 90-day complication rate was not significantly different between groups. The ESI cohorts had shorter length of stay, but higher 90-day readmission and reoperation rates. ESI use was associated with higher total payments through the 2-year follow-up period. Among patients who received preoperative ESI, male sex, history of cancer, obesity, PVD, rheumatoid arthritis, nonsmokers, cervical myelopathy, BMP use, anterior approach, 90-day complication, 90-day reoperation, and 90-day readmission were independently associated with increased 90-day total cost. CONCLUSION ESI can offer pain relief in some patients refractory to other conservative management techniques, but those who eventually undergo surgery have greater healthcare resource utilization. Certain characteristics can predispose patients who receive preoperative ESI to incur higher healthcare costs.
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Affiliation(s)
- Harsh Wadhwa
- Department of Neurosurgery, Stanford University Medical Center, Stanford, CA, USA
| | - Kunal Varshneya
- Department of Neurosurgery, Stanford University Medical Center, Stanford, CA, USA
| | - Martin N. Stienen
- Department of Neurosurgery, Kantonsspital St.Gallen, St.Gallen, Switzerland
| | - Anand Veeravagu
- Department of Neurosurgery, Stanford University Medical Center, Stanford, CA, USA
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Rodrigues AJ, Varshneya K, Stienen MN, Schonfeld E, Than KD, Veeravagu A. Clinical Outcomes and Cost Profiles for Cage and Allograft Anterior Cervical Discectomy and Fusion Procedures in the Adult Population: A Propensity Score-Matched Study. Asian Spine J 2023; 17:620-631. [PMID: 37226385 PMCID: PMC10460669 DOI: 10.31616/asj.2022.0261] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Revised: 09/04/2022] [Accepted: 09/13/2022] [Indexed: 05/27/2023] Open
Abstract
STUDY DESIGN Retrospective cohort study. PURPOSE To characterize the postoperative outcomes and economic costs of anterior cervical discectomy and fusion (ACDF) procedures using synthetic biomechanical intervertebral cage (BC) and structural allograft (SA) implants. OVERVIEW OF LITERATURE ACDF is a common spine procedure that typically uses an SA or BC for the cervical fusion. Previous studies that compared the outcomes between the two implants were limited by small sample sizes, short-term postoperative outcomes, and procedures with single-level fusion. METHODS Adult patients who underwent an ACDF procedure in 2007-2016 were included. Patient records were extracted from MarketScan, a national registry that captures person-specific clinical utilization, expenditures, and enrollments across millions of inpatient, outpatient, and prescription drug services. Propensity-score matching (PSM) was employed to match the patient cohorts across demographic characteristics, comorbidities, and treatments. RESULTS Of 110,911 patients, 65,151 (58.7%) received BC implants while 45,760 (41.3%) received SA implants. Patients who underwent BC surgeries had slightly higher reoperation rates within 1 year after the index ACDF procedure (3.3% vs. 3.0%, p=0.004), higher postoperative complication rates (4.9% vs. 4.6%, p=0.022), and higher 90-day readmission rates (4.9% vs. 4.4%, p =0.001). After PSM, the postoperative complication rates did not vary between the two cohorts (4.8% vs. 4.6%, p=0.369), although dysphagia (2.2% vs. 1.8%, p<0.001) and infection (0.3% vs. 0.2%, p=0.007) rates remained higher for the BC group. Other outcome differences, including readmission and reoperation, decreased. Physician's fees remained high for BC implantation procedures. CONCLUSIONS We found marginal differences in clinical outcomes between BC and SA ACDF interventions in the largest published database cohort of adult ACDF surgeries. After adjusting for group-level differences in comorbidity burden and demographic characteristics, BC and SA ACDF surgeries showed similar clinical outcomes. Physician's fees, however, were higher for BC implantation procedures.
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Affiliation(s)
- Adrian John Rodrigues
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA,
USA
| | - Kunal Varshneya
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA,
USA
| | - Martin Nikolaus Stienen
- Department of Neurosurgery & Spine Center of Eastern Switzerland, Kantonsspital St. Gallen & Medical School of St.Gallen, St. Gallen,
Switzerland
| | - Ethan Schonfeld
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA,
USA
| | - Khoi Duc Than
- Department of Neurosurgery, Duke University, Durham, NC,
USA
| | - Anand Veeravagu
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA,
USA
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Rodrigues AJ, Schonfeld E, Varshneya K, Stienen MN, Veeravagu A. The Impact of Preoperative Myelopathy on Postoperative Outcomes among Anterior Cervical Discectomy and Fusion Procedures in the Nonelderly Adult Population: A Propensity-Score Matched Study. Asian Spine J 2023; 17:693-702. [PMID: 37226379 PMCID: PMC10460652 DOI: 10.31616/asj.2022.0347] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 12/28/2022] [Accepted: 01/20/2023] [Indexed: 05/26/2023] Open
Abstract
STUDY DESIGN Retrospective cohort study. PURPOSE Anterior cervical discectomy and fusion (ACDF) is a common surgical intervention for patients diagnosed with cervical degenerative diseases with or without myelopathy. A thorough understanding of outcomes in patients with and without myelopathy undergoing ACDF is required because of the widespread utilization of ACDF for these indications. OVERVIEW OF LITERATURE Non-ACDF approaches achieved inferior outcomes in certain myelopathic cases. Studies have compared patient outcomes across procedures, but few have compared outcomes concerning myelopathic versus nonmyelopathic cohorts. METHODS The MarketScan database was queried from 2007 to 2016 to identify adult patients who were ≤65 years old, and underwent ACDF using the international classification of diseases 9th version and current procedural terminology codes. Nearest neighbor propensity-score matching was employed to balance patient demographics and operative characteristics between myelopathic and nonmyelopathic cohorts. RESULTS Of 107,480 patients who met the inclusion criteria, 29,152 (27.1%) were diagnosed with myelopathy. At baseline, the median age of patients with myelopathy was higher (52 years vs. 50 years, p <0.001), and they had a higher comorbidity burden (mean Charlson comorbidity index, 1.92 vs. 1.58; p <0.001) than patients without myelopathy. Patients with myelopathy were more likely to undergo surgical revision at 2 years (odds ratio [OR], 1.63; 95% confidence interval [CI], 1.54-1.73) or are readmitted within 90 days (OR, 1.27; 95% CI, 1.20-1.34). After patient cohorts were matched, patients with myelopathy remained at elevated risk for reoperation at 2 years (OR, 1.55; 95% CI, 1.44-1.67) and postoperative dysphagia (2.78% vs. 1.68%, p <0.001) compared to patients without myelopathy. CONCLUSIONS We found inferior postoperative outcomes at baseline for patients with myelopathy undergoing ACDF compared to patients without myelopathy. Patients with myelopathy remained at significantly greater risk for reoperation and readmission after balancing potential confounding variables across cohorts, and these differences in outcomes were largely driven by patients with myelopathy undergoing 1-2 level fusions.
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Affiliation(s)
- Adrian John Rodrigues
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA,
USA
| | - Ethan Schonfeld
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA,
USA
| | - Kunal Varshneya
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA,
USA
| | - Martin Nikolaus Stienen
- Department of Neurosurgery & Spine Center of Eastern Switzerland, Kantonsspital St. Gallen & Medical School of St.Gallen, St. Gallen,
Switzerland
| | - Anand Veeravagu
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA,
USA
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Crook BS, Varshneya K, Meyer LE, Anastasio A, Cullen MM, Lau BC. Operative Versus Nonoperative Treatment of Acute Achilles Tendon Rupture: A Propensity Score-Matched Analysis of a Large National Dataset. Orthop J Sports Med 2023; 11:23259671231152904. [PMID: 36874053 PMCID: PMC9974620 DOI: 10.1177/23259671231152904] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 11/09/2022] [Indexed: 03/02/2023] Open
Abstract
Background No consensus exists regarding the superiority of operative versus nonoperative management for Achilles tendon ruptures, as multiple randomized controlled trials conducted since the advent of early mobilization protocols have found outcomes for these 2 interventions to be more similar than were previously held. Purpose To use a large national database to (1) compare reoperation and complication rates between operative and nonoperative treatment of acute Achilles tendon ruptures and (2) evaluate trends in treatment and cost over time. Study Design Cohort study; Level of evidence, 3. Methods The MarketScan Commercial Claims and Encounters database was used to identify an unmatched cohort of 31,515 patients who sustained primary Achilles tendon ruptures between 2007 and 2015. Patients were stratified into operative and nonoperative treatment groups, and a propensity score-a matching algorithm-was used to establish a matched cohort of 17,996 patients (n = 8993 per treatment group). Reoperation rates, complications, and aggregate treatment costs were compared between groups with an alpha level of .05. A number needed to harm (NNH) was calculated from the absolute risk difference in complications between cohorts. Results The operative cohort experienced a significantly larger total number of complications within 30 days of injury (1026 vs 917; P = .0088). The absolute increase in cumulative risk was 1.2% with operative treatment, which resulted in an NNH of 83. Neither 1-year (1.1% [operative] vs 1.3% [nonoperative]; P = .1201) nor 2-year reoperation rates (1.9% [operative] vs 2% [nonoperative]; P = .2810) were significantly different. Operative care was more expensive than nonoperative care at 9 months and 2 years after injury; however, there was no difference in cost between treatments at 5 years. Before matching, the rate of surgical repair for Achilles tendon rupture remained stable, from 69.7% to 71.7% between 2007 and 2015, indicating little change in practice in the United States. Conclusion Results indicated no differences in reoperation rates between operative and nonoperative management of Achilles tendon ruptures. Operative management was associated with an increased risk of complications and higher initial costs, which dissipated over time. Between 2007 and 2015 the proportion of Achilles tendon ruptures managed operatively remained similar despite increasing evidence that nonoperative management of Achilles tendon rupture may provide equivalent outcomes.
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Affiliation(s)
- Bryan S Crook
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | - Kunal Varshneya
- Stanford University School of Medicine, Stanford, California, USA
| | - Lucy E Meyer
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | - Albert Anastasio
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | - Mark M Cullen
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | - Brian C Lau
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
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Rodrigues AJ, Schonfeld E, Varshneya K, Stienen MN, Staartjes VE, Jin MC, Veeravagu A. Comparison of Deep Learning and Classical Machine Learning Algorithms to Predict Postoperative Outcomes for Anterior Cervical Discectomy and Fusion Procedures With State-of-the-art Performance. Spine (Phila Pa 1976) 2022; 47:1637-1644. [PMID: 36149852 DOI: 10.1097/brs.0000000000004481] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [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: 06/21/2022] [Accepted: 09/06/2022] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort. OBJECTIVE Due to anterior cervical discectomy and fusion (ACDF) popularity, it is important to predict postoperative complications, unfavorable 90-day readmissions, and two-year reoperations to improve surgical decision-making, prognostication, and planning. SUMMARY OF BACKGROUND DATA Machine learning has been applied to predict postoperative complications for ACDF; however, studies were limited by sample size and model type. These studies achieved ≤0.70 area under the curve (AUC). Further approaches, not limited to ACDF, focused on specific complication types and resulted in AUC between 0.70 and 0.76. MATERIALS AND METHODS The IBM MarketScan Commercial Claims and Encounters Database and Medicare Supplement were queried from 2007 to 2016 to identify adult patients who underwent an ACDF procedure (N=176,816). Traditional machine learning algorithms, logistic regression, and support vector machines, were compared with deep neural networks to predict: 90-day postoperative complications, 90-day readmission, and two-year reoperation. We further generated random deep learning model architectures and trained them on the 90-day complication task to approximate an upper bound. Last, using deep learning, we investigated the importance of each input variable for the prediction of 90-day postoperative complications in ACDF. RESULTS For the prediction of 90-day complication, 90-day readmission, and two-year reoperation, the deep neural network-based models achieved AUC of 0.832, 0.713, and 0.671. Logistic regression achieved AUCs of 0.820, 0.712, and 0.671. Support vector machine approaches were significantly lower. The upper bound of deep learning performance was approximated as 0.832. Myelopathy, age, human immunodeficiency virus, previous myocardial infarctions, obesity, and documentary weakness were found to be the strongest variable to predict 90-day postoperative complications. CONCLUSIONS The deep neural network may be used to predict complications for clinical applications after multicenter validation. The results suggest limited added knowledge exists in interactions between the input variables used for this task. Future work should identify novel variables to increase predictive power.
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Affiliation(s)
- Adrian J Rodrigues
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Ethan Schonfeld
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Kunal Varshneya
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Martin N Stienen
- Department of Neurosurgery, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - Victor E Staartjes
- Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Michael C Jin
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Anand Veeravagu
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
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Rodrigues AJ, Varshneya K, Schonfeld E, Malhotra S, Stienen MN, Veeravagu A. Chronic Opioid Use Prior to ACDF Surgery Is Associated with Inferior Postoperative Outcomes: A Propensity-Matched Study of 17,443 Chronic Opioid Users. World Neurosurg 2022; 166:e294-e305. [PMID: 35809840 DOI: 10.1016/j.wneu.2022.07.002] [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: 05/18/2022] [Revised: 06/30/2022] [Accepted: 07/01/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Candidates for anterior cervical discectomy and fusion (ACDF) have a higher rate of opioid use than does the public, but studies on preoperative opioid use have not been conducted. We aimed to understand how preoperative opioid use affects post-ACDF outcomes. METHODS The MarketScan Database was queried from 2007 to 2015 to identify adult patients who underwent an ACDF. Patients were classified into separate cohorts based on the number of separate opioid prescriptions in the year before their ACDF. Ninety-day postoperative complications, postoperative readmission, reoperation, and total inpatient costs were compared between opioid strata. Propensity score-matched patient cohorts were calculated to balance comorbidities across groups. RESULTS Of 81,671 ACDF patients, 31,312 (38.3%) were nonusers, 30,302 (37.1%) were mild users, and 20,057 (24.6%) were chronic users. Chronic opioid users had a higher comorbidity burden, on average, than patients with less frequent opioid use (P < 0.001). Chronic opioid users had higher rates of postoperative complications (9.1%) than mild opioid users (6.0%) and nonusers (5.3%) (P < 0.001) and higher rates of readmission and reoperation. After balancing opioid nonusers versus chronic opioid users along with demographic characteristics, preoperative comorbidity, and operative characteristics, postoperative complications remained elevated for chronic opioid users relative to opioid nonusers (8.6% vs. 5.7%; P < 0.001), as did rates of readmission and reoperation. CONCLUSIONS Chronic opioid users had more comorbidities than opioid nonusers and mild opioid users, longer hospitalizations, and higher rates of postoperative complication, readmission, and reoperation. After balancing patients across covariates, the outcome differences persisted, suggesting a durable association between preoperative opioid use and negative postoperative outcomes.
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Affiliation(s)
- Adrian J Rodrigues
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Kunal Varshneya
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Ethan Schonfeld
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Shreya Malhotra
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Martin N Stienen
- Department of Neurosurgery, Kantonsspital St.Gallen, St.Gallen, Switzerland
| | - Anand Veeravagu
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California.
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Rodrigues AJ, Jokhai R, Varshneya K, Stienen MN, Veeravagu A. Factors Which Predict Adverse Outcomes in Anterior Cervical Discectomy and Fusion Procedures in the Nonelderly Adult Population. Clin Spine Surg 2022; 35:E584-E589. [PMID: 35385403 DOI: 10.1097/bsd.0000000000001326] [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: 07/21/2021] [Accepted: 03/01/2022] [Indexed: 11/26/2022]
Abstract
STUDY DESIGN Retrospective cohort. OBJECTIVE The largest published cohort of anterior cervical discectomy and fusion (ACDF) patients was queried to better characterize demographic and operative factors that predict 90-day complication and 2-year reoperation risk. SUMMARY OF BACKGROUND DATA The MarketScan Database was queried from 2007 to 2016 to identify adult patients until 65 years, who underwent an ACDF procedure using International Classification of Diseases 9th Version (ICD-9) and Current Procedural Terminology (CPT) codes. MarketScan is a national insurance claims database that contains millions of patient records across all 50 states. METHODS Multivariate logistic regression was used to identify factors associated with complications until 90 days and reoperations until 2 years. RESULTS Of 138,839 ACDF procedures, 8500 patients (6.1%) experienced a complication within 90 days of the ACDF, and 7433 (5.4%) underwent surgical revision by 2 years. While the use of anterior cervical plating did not predict 2-year reoperation, it was associated with dramatically reduced 90-day complication risk (adjusted odds ratio [aOR]: 0.32; 95% confidence interval [CI]: 0.30-0.34; P <0.001). Upon multivariate analysis, female sex (aOR: 0.83; 95% CI: 0.79-0.87; P <0.001) was associated with decreased risk of 2-year reoperation, while depression predicted a 50% increase in reoperation risk (aOR: 1.51; 95% CI: 1.43-1.59; P <0.001). The single largest factor associated with reoperation risk, however, was the presence of a 90-day postoperative complication (aOR: 1.79; 95% CI: 1.66-1.94; P <0.001). CONCLUSION Increased patient comorbidities and the use of bone morphogenic protein were found to increase the risk for postoperative complications, while cervical plating was associated with a strong decline in this risk. In addition, poor patient mental health outweighed the adverse of impact of other comorbidities on 2-year revision risk. The presence of a postoperative complication was the key modifiable risk factor associated with reoperation risk. Conclusions from this study may help surgeons better identify high-risk ACDF patients for more careful patient selection, counseling, informed consent, and management.
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Affiliation(s)
- Adrian J Rodrigues
- Neurosurgery AI Lab and Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Rayyan Jokhai
- Neurosurgery AI Lab and Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Kunal Varshneya
- Neurosurgery AI Lab and Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Martin N Stienen
- Department of Neurosurgery, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - Anand Veeravagu
- Neurosurgery AI Lab and Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
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Varshneya K, Hong CS, Tyagi V, Ruberte Thiele RA, Huddleston JI. Imageless Computer Navigation Reduces 5-Year All-Cause Revision Rates After Primary Total Knee Arthroplasty. J Arthroplasty 2022; 37:S211-S215. [PMID: 35256233 DOI: 10.1016/j.arth.2022.02.004] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 01/12/2022] [Accepted: 02/01/2022] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND The use of surgical navigation has been shown to reduce revision rates after total knee arthroplasty (TKA) in patients <65 years of age. It is unknown if this benefit extends to older patients. We hypothesized that the use of surgical navigation would reduce rates of all-cause revision in patients of all ages. METHODS In this cohort study, we queried the Truven MarketScan all-payer database to identify patients who underwent TKA from 2007 to 2015. Current Procedural Terminology codes were used to create 2 groups based on whether intraoperative navigation was used. Demographics, comorbidities, complications, and revision rates were determined. International Classification of Diseases codes were used to determine reasons for revision. RESULTS The conventional TKA cohort included 312,173 patients. The navigation cohort included 20,881 patients. There were not any clinically significant differences in demographics between the cohorts. All-cause revision rates were lower in the navigation cohort at 1 year (0.4% vs 0.5%, P = .04), 2 years (0.7% vs 0.9%, P = .003), and 5 years (0.9% vs 1.3%, P < .001) of follow-up. Revisions for mechanical loosening were more common in the conventional cohort (30.8% vs 21.9%, P = .009). Rates of revision for other causes, including infection, did not differ between groups, with the numbers available. CONCLUSION The use of surgical navigation yielded a 30.7% reduction in the all-cause revision rate at 5-year follow-up compared to conventional TKA. This benefit increased as follow-up duration increased. Increased usage of this inexpensive technology, from the current 6.3% in this US cohort, may reduce healthcare costs. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Kunal Varshneya
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, CA
| | - Cierra S Hong
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, CA
| | - Vineet Tyagi
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, CA
| | | | - James I Huddleston
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, CA
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Trivedi NN, Varshneya K, Calcei JB, Lin K, Sochaki KR, Voos JE, Safran MR, Calcei JG. Achilles Tendon Repairs: Identification of Risk Factors for and Economic Impact of Complications and Reoperation. Sports Health 2022; 15:124-130. [PMID: 35635017 PMCID: PMC9808838 DOI: 10.1177/19417381221087246] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Compared with nonoperative management, Achilles tendon repair is associated with increased rates of complications and increased initial healthcare cost. However, data are currently lacking on the risk factors for these complications and the added healthcare cost associated with common preoperative comorbidities. HYPOTHESIS Identify the independent risk factors for complications and reoperation after acute Achilles tendon repair and calculate the added cost of care associated with having each preoperative risk factor. STUDY DESIGN Retrospective cohort study. LEVEL OF EVIDENCE Level 3. METHODS A retrospective review of a large commercial claims database was performed to identify patients who underwent primary operative management for Achilles tendon rupture between 2007 and 2016. The primary outcome measures of the study were risk factors for (1) postoperative complications, (2) revision surgery, and (3) increased healthcare resource utilization. RESULTS A total of 50,279 patients were included. The overall complication rate was 2.7%. The most common 30-day complication was venous thromboembolism (1.2%). The rate of revision surgery was 2.5% at 30 days and 4.3% at 2 years. Independent risk factors for 30-day complications in our cohort included increasing age, hyperlipidemia, hypertension, female sex, obesity, and diabetes. Independent risk factors for revision surgery within 2 years included female sex, tobacco use, hypertension, obesity, and the presence of any postoperative complication. The average 5-year cost of operative intervention was $17,307. The need for revision surgery had the largest effect on 5-year overall cost, increasing it by $6776.40. This was followed by the presence of a postoperative complication ($3780), female sex ($3207.70), and diabetes ($3105). CONCLUSION Achilles tendon repair is a relatively low-risk operation. Factors associated with postoperative complications include increasing age, hyperlipidemia, hypertension, female sex, obesity, and diabetes. Factors associated with the need for revision surgery include female sex, hypertension, obesity, and the presence of any postoperative complication. Female sex, diabetes, the presence of any complication, and the need for revision surgery had the largest added costs associated with them. CLINICAL RELEVANCE Surgeons can use this information for preoperative decision-making and during the informed consent process.
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Affiliation(s)
| | | | | | | | | | | | | | - Jacob G. Calcei
- Jacob G. Calcei, MD,
Assistant Professor, Department of Orthopaedic Surgery, University Hospitals,
Cleveland Medical Center, Case Western Reserve University School of Medicine,
Cleveland, OH 44106 ()
(Twitter: @drcalcei)
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11
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Varshneya K, Abrams GD, Sherman SL, Safran MR. Patient-Specific Risk Factors Exist for Hip Fractures After Arthroscopic Femoroacetabular Impingement Surgery, But Not for Dislocation—An Analysis of More Than 25,000 Hip Arthroscopies. Arthrosc Sports Med Rehabil 2022; 4:e519-e525. [PMID: 35494300 PMCID: PMC9042775 DOI: 10.1016/j.asmr.2021.11.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 11/13/2021] [Indexed: 11/15/2022] Open
Abstract
Purpose To identify postoperative complications and risk factors associated with hip fracture and dislocation following primary arthroscopic surgical management of femoroacetabular impingement (FAI) syndrome. Methods MarketScan was queried to identify patients who underwent FAI surgery from 2007 to 2016. Patients were stratified into 2 groups: acetabuloplasty only or femoroplasty only. A subanalysis of combined acetabuloplasty and femoroplasty also was undertaken. Surgical outcomes were followed postoperatively for 180 days. Multivariate logistic regression was used to control for with an alpha value of 0.05 set as significant. Results This study identified 13,809 patients (mean age, 36.3 years) who underwent primary acetabuloplasty or femoroplasty. We also identified 10,026 patients who underwent both procedures. Postoperative complication rates were similar between the cohorts (acetabuloplasty 17.1%, femoroplasty 19.9%, P = .0622). Rates of hip fracture (femoroplasty: 2.4% vs acetabuloplasty: 2.0%, P = .0302) and heterotopic ossification (femoroplasty: 11.3% vs acetabuloplasty: 8.8%, P < .0001) were greater in the femoroplasty-only cohort. Combined acetabuloplasty and femoroplasty was associated with the greatest complication burden of 21.6% (P < .0001). After multivariate regression, differences in age, sex, comorbid status, or procedure type did not influence odds in risk for postoperative hip dislocation. Adjusted data showed that neither femoroplasty nor acetabuloplasty influenced odds of hip fracture (P > .05). Patients who were aged younger than 20 years old were significantly less likely to fracture their hips postoperatively than patients aged 60+ years (odds ratio 0.3, 95% confidence interval 0.1-0.8). Hypertension was independently associated with increased odds of hip fracture (odds ratio 1.7, 95% confidence interval 1.2-3.5). Conclusions Older age, male sex, and hypertension all carry increased risk for a hip fracture following acetabuloplasty or femoroplasty. Patient- and procedure-specific factors that could be assessed with this database did not influence risk for hip dislocation. Level of Evidence Level III; retrospective comparative observation trial.
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Rodrigues A, Varshneya K, Veeravagu A. 431 Chronic Opioid Use Prior to ACDF Surgery is Associated With Inferior Post-operative Outcomes. Neurosurgery 2022. [DOI: 10.1227/neu.0000000000001880_431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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13
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Varshneya K, Wadhwa H, Ho AL, Medress ZA, Stienen MN, Desai A, Ratliff JK, Veeravagu A. Surgical Outcomes of Human Immunodeficiency Virus-positive Patients Undergoing Lumbar Degenerative Surgery. Clin Spine Surg 2022; 35:E339-E344. [PMID: 34183544 DOI: 10.1097/bsd.0000000000001221] [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: 01/05/2021] [Accepted: 06/01/2021] [Indexed: 11/25/2022]
Abstract
STUDY DESIGN This was a retrospective cohort studying using a national administrative database. OBJECTIVE The objective of this study was to determine the postoperative complications and quality outcomes of the human immunodeficiency virus (HIV)-positive patients undergoing surgical management for lumbar degenerative disease (LDD). METHODS This study identified patients with who underwent surgery for LDD between 2007 and 2016. Patients were stratified based on whether they were HIV positive at the time of surgery. Multivariate regression was utilized to reduce the confounding of baseline covariates. Patients who underwent 3 or more levels of surgical correction were under the age of 18 years, or those with any prior history of trauma or tumor were excluded from this study. Baseline comorbidities, postoperative complication rates, and reoperation rates were determined. RESULTS A total of 120,167 patients underwent primary lumbar degenerative surgery, of which 309 (0.26%) were HIV positive. In multivariate regression analysis, the HIV-positive cohort was more likely to be readmitted at 30 days [odds ratio (OR)=1.9, 95% confidence interval (CI): 1.2-2.8], 60 days (OR=1.7, 95% CI: 1.2-2.5), and 90 days (OR=1.5, 95% CI: 1.0-2.2). The HIV-positive cohort was also more likely to experience any postoperative complication (OR=1.7, 95% CI: 1.2-2.3). Of the major drivers identified, HIV-positive patients had significantly greater odds of cerebrovascular disease and postoperative neurological complications (OR=3.8, 95% CI: 1.8-6.9) and acute kidney injury (OR=3.4, 95% CI: 1.3-7.1). Costs of index hospitalization were not significantly different between the 2 cohorts ($30,056 vs. $29,720, P=0.6853). The total costs were also similar throughout the 2-year follow-up period. CONCLUSION Patients who are HIV positive at the time of LDD surgery are at a higher risk for postoperative central nervous system and renal complications and unplanned readmissions.
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Affiliation(s)
- Kunal Varshneya
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Harsh Wadhwa
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Allen L Ho
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Zachary A Medress
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Martin N Stienen
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
- Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Atman Desai
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - John K Ratliff
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Anand Veeravagu
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
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Varshneya K, Bhattacharjya A, Sharma J, Stienen MN, Medress ZA, Ratliff JK, Veeravagu A. Outcome Measures of Medicare Patients With Diabetes Mellitus Undergoing Thoracolumbar Deformity Surgery. Clin Spine Surg 2022; 35:E31-E35. [PMID: 34183547 DOI: 10.1097/bsd.0000000000001229] [Citation(s) in RCA: 2] [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: 11/24/2020] [Accepted: 06/01/2021] [Indexed: 11/26/2022]
Abstract
STUDY DESIGN This was a retrospective study. OBJECTIVE The objective of this study was to identify the impact of diabetes on postoperative outcomes in Medicare patients undergoing adult spinal deformity (ASD) surgery. METHODS We queried the MarketScan Medicare database to identify patients who underwent ASD surgery from 2007 to 2016. Patients were then stratified based on diabetes status at the time of the index operation. Patients not enrolled in the Medicare dataset and those with any prior history of trauma or tumor were excluded from this study. RESULTS A total of 2564 patients met the inclusion criteria of this study, of which n=746 (29.1.%) were diabetic. Patients with diabetes had a higher rate of postoperative infection than nondiabetic patients (3.1% vs. 1.7%, P<0.05) within 90 days. Renal complications were also more elevated in the diabetic cohort (3.2% vs. 1.3%, P<0.05). Readmission rates were significantly higher in the diabetes cohort through of 60 days (15.2% vs. 11.8%, P<0.05) and 90 days (17.0% vs. 13.4%, P<0.05). When looking specifically at the outpatient payments, patients with diabetes did have a higher financial burden at 60 days ($8147 vs. $6956, P<0.05) and 90 days ($10,126 vs. $8376, P<0.05). CONCLUSIONS In this study, diabetic patients who underwent ASD surgery had elevated rates of postoperative infection, outpatient costs, and rates of readmissions within 90 days. Further research should investigate the role of poor glycemic control on spine surgery outcomes.
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Affiliation(s)
- Kunal Varshneya
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Anika Bhattacharjya
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Jigyasa Sharma
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Martin N Stienen
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
- Department of Neurosurgery, University Hospital Zurich
- Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Zachary A Medress
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - John K Ratliff
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Anand Veeravagu
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
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15
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Varshneya K, Stienen MN, Medress ZA, Fatemi P, Pendharkar AV, Ratliff JK, Veeravagu A. Risk Factors for Revision Surgery After Primary Adult Thoracolumbar Deformity Surgery. Clin Spine Surg 2022; 35:E94-E98. [PMID: 33443943 DOI: 10.1097/bsd.0000000000001124] [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: 03/21/2020] [Accepted: 11/07/2020] [Indexed: 11/26/2022]
Abstract
STUDY DESIGN This is a retrospective cohort study. OBJECTIVE The aim was to identify the risk factors for revision surgery within 2 years of patients undergoing primary adult spinal deformity (ASD) surgery. SUMMARY OF BACKGROUND DATA Previous literature reports estimate 20% of patients undergoing thoracolumbar ASD correction undergo reoperation within 2 years. There is limited published data regarding specific risk factors for reoperation in ASD surgery in the short term and long term. METHODS The authors queried the MarketScan database in order to identify patients who were diagnosed with a spinal deformity and underwent ASD surgery from 2007 to 2015. Patient-level factors and revision risk were investigated during 2 years after primary ASD surgery. Patients under the age of 18 years and those with any prior history of trauma or tumor were excluded from this study. RESULTS A total 7422 patients underwent ASD surgery during 2007-2015 in the data set. Revision rates were 13.1% at 90 days, 14.5% at 6 months, 16.7% at 1 year, and 19.3% at 2 years. In multivariate multiple logistic regression analysis, obesity [adjusted odds ratio (OR): 1.58, P<0.001] and tobacco use (adjusted OR: 1.38, P=0.0011) were associated with increased odds of reoperation within 2 years. Patients with a combined anterior-posterior approach had lower odds of reoperation compared with those with posterior only approach (adjusted OR: 0.66, P=0.0117). CONCLUSIONS Obesity and tobacco are associated with increased odds of revision surgery within 2 years of index ASD surgery. Male sex and combined surgical approach are associated with decreased odds of revision surgery.
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Affiliation(s)
- Kunal Varshneya
- Neurosurgery AI Laboratory and Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Martin N Stienen
- Neurosurgery AI Laboratory and Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
- Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Zachary A Medress
- Neurosurgery AI Laboratory and Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Parastou Fatemi
- Neurosurgery AI Laboratory and Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Arjun V Pendharkar
- Neurosurgery AI Laboratory and Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - John K Ratliff
- Neurosurgery AI Laboratory and Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
| | - Anand Veeravagu
- Neurosurgery AI Laboratory and Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA
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Abstract
BACKGROUND Patient-reported outcome measures (PROMs) are essential clinical instruments used for assessing patient function, assisting in clinical decision making, and quantifying outcomes of surgical and nonsurgical management. However, PROMs are often designed using patients with preexisting pathology and typically assume that a patient without the pathology would have a perfect or near perfect score. This may result in unrealistic expectations or falsely underestimate how well a patient is doing after treatment. The influence of age on PROMs about the hip of healthy individuals has not been studied. HYPOTHESIS We hypothesize that in asymptomatic individuals hip-specific PROM scores will decrease in an age-dependent manor. STUDY DESIGN Cross-sectional study; Level of evidence, 3. METHODS In this multicenter survey study, volunteers who denied preexisting hip pathology and previous hip surgery completed 3 PROMs online or as traditional paper questionnaires. The International Hip Outcome Tool (iHOT), the modified Harris Hip Score (mHHS), and the Hip Outcome Score-Activities of Daily Living (HOS-ADL) and HOS-Sport were completed. Analysis of variance with a Tukey post hoc test was used to analyze differences in PROMs among subgroups. An independent-samples Student t test and a χ2 test were used to analyze differences in continuous and categorical data, respectively. RESULTS In total 496, 571, 534, and 532 responses were collected for the iHOT, mHHS, HOS-ADL, and HOS-Sport, respectively. Respondents' PROMs were scored and arranged into 3 groups by age: <40 years, 40 to 60 years, and >60 years. The iHOT, mHHS, HOS-ADL, and HOS-Sport of these asymptomatic respondents all decreased in an age-dependent manner: iHOT (<40, 94.1; 40-60, 92.4; >60, 87.0), mHHS (<40, 94.8; 40-60, 91.3; >60, 89.1), HOS-ADL (<40, 98.4; 40-60, 95.0; >60, 90.9), and HOS-Sport (<40, 95.7; 40-60, 82.9; >60, 72.9) (analysis of variance between-group differences, P < .05). CONCLUSION This study demonstrated that the iHOT, mHHS, and HOS-ADL and HOS-Sport scores in asymptomatic people decrease in an age-dependent manner. It is important to compare a patient's outcome scores with the age-normalized scores to establish an accurate reference frame with which to interpret outcomes.
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Affiliation(s)
- Zachary T Sharfman
- Department of Orthopedic Surgery, Montefiore Hospital Medical Center and The Albert Einstein College of Medicine, Bronx, New York, USA
| | - Nathan Safran
- Division of Orthopedic Surgery, Tel Aviv Sourasky Medical Center and the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Eyal Amar
- Division of Orthopedic Surgery, Tel Aviv Sourasky Medical Center and the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Kunal Varshneya
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Marc R Safran
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Ehud Rath
- Division of Orthopedic Surgery, Tel Aviv Sourasky Medical Center and the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Calcei JG, Varshneya K, Sochacki KR, Safran MR, Abrams GD, Sherman SL. Concomitant Osteotomy Reduces Risk of Reoperation Following Cartilage Restoration Procedures of the Knee: A Matched Cohort Analysis. Cartilage 2021; 13:1250S-1257S. [PMID: 33969740 PMCID: PMC8808908 DOI: 10.1177/19476035211011515] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVE The objective of this study is to compare the (1) reoperation rates, (2) 30-day complication rates, and (3) cost differences between patients undergoing isolated autologous chondrocyte implantation (ACI) or osteochondral allograft transplantation (OCA) procedures alone versus patients with concomitant osteotomy. STUDY DESIGN Retrospective cohort study, level III. DESIGN Patients who underwent knee ACI (Current Procedural Terminology [CPT] 27412) or OCA (CPT 27415) with minimum 2-year follow-up were queried from a national insurance database. Resulting cohorts of patients that underwent ACI and OCA were then divided into patients who underwent isolated cartilage restoration procedure and patients who underwent concomitant osteotomy (CPT 27457, 27450, 27418). Reoperation was defined by ipsilateral knee procedure after the index surgery. The 30-day postoperative complication rates were assessed using ICD-9-CM codes. The cost per patient was calculated. RESULTS A total of 1,113 patients (402 ACI, 67 ACI + osteotomy, 552 OCA, 92 OCA + osteotomy) were included (mean follow-up of 39.0 months). Reoperation rate was significantly higher after isolated ACI or OCA compared to ACI or OCA plus concomitant osteotomy (ACI 68.7% vs. ACI + osteotomy 23.9%; OCA 34.8% vs. OCA + osteotomy 16.3%). Overall complication rates were similar between isolated ACI (3.0%) and ACI + osteotomy (4.5%) groups and OCA (2.5%) and OCA + osteotomy (3.3%) groups. Payments were significantly higher in the osteotomy groups at day of surgery and 9 months compared to isolated ACI or OCA, but costs were similar by 2 years postoperatively. CONCLUSIONS Concomitant osteotomy at the time of index ACI or OCA procedure significantly reduces the risk of reoperation with a similar rate of complications and similar overall costs compared with isolated ACI or OCA.
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Affiliation(s)
- Jacob G. Calcei
- Department of Orthopaedic Surgery,
University Hospitals of Cleveland, Case Western Reserve University, Cleveland, OH,
USA,Jacob G. Calcei, Department of Orthopaedic
Surgery, University Hospitals of Cleveland, Case Western Reserve University,
11100 Euclid Ave, Cleveland, OH, 44106, USA.
| | - Kunal Varshneya
- Department of Orthopaedic Surgery,
Stanford University Medical Center, Palo Alto, CA, USA
| | | | - Marc R. Safran
- Department of Orthopaedic Surgery,
Stanford University Medical Center, Palo Alto, CA, USA
| | - Geoffrey D. Abrams
- Department of Orthopaedic Surgery,
Stanford University Medical Center, Palo Alto, CA, USA
| | - Seth L. Sherman
- Department of Orthopaedic Surgery,
Stanford University Medical Center, Palo Alto, CA, USA
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18
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Sochacki KR, Varshneya K, Calcei JG, Safran MR, Abrams GD, Donahue J, Chu C, Sherman SL. Comparison of Autologous Chondrocyte Implantation and Osteochondral Allograft Transplantation of the Knee in a Large Insurance Database: Reoperation Rate, Complications, and Cost Analysis. Cartilage 2021; 13:1187S-1194S. [PMID: 33106002 PMCID: PMC8808885 DOI: 10.1177/1947603520967065] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE To compare (1) the reoperation rates, (2) risk factors for reoperation, (3) 30-day complication rates, and (4) cost differences between autologous chondrocyte implantation (ACI) and osteochondral allograft transplantation (OCA) of the knee in a large insurance database. DESIGN Subjects who underwent knee ACI (Current Procedural Terminology [CPT] code 27412) or OCA (CPT code 27415) with minimum 2-year follow-up were queried from a national insurance database. Reoperation was defined by ipsilateral knee procedure after index surgery. Multivariate logistic regression models were built to determine the effect of independent variables (age, sex, tobacco use, obesity, diabetes, and concomitant osteotomy) on reoperation rates. The 30-day complication rates were assessed using ICD-9-CM codes. The cost of the procedures per patient was calculated. Statistical comparisons were made. All P values were reported with significance set at P < 0.05. RESULTS A total of 909 subjects (315 ACI and 594 OCA) were included (mean follow-up 39.2 months). There was a significantly higher reoperation rate after index ACI compared with OCA (67.6% vs. 40.4%, P < 0.0001). Concomitant osteotomy at the time of index procedure significantly reduced the risk for reoperation in both groups (odds ratio [OR] 0.2, P < 0.0001 and OR 0.2, P = 0.009). The complication rates were similar between ACI (1.6%) and OCA (1.2%) groups (P = 0.24). Day of surgery payments were significantly higher after ACI compared with OCA (P = 0.013). CONCLUSIONS Autologous chondrocyte implantation had significantly higher reoperation rates and cost with similar complication rates compared with OCA. Concomitant osteotomy significantly reduced the risk for reoperation in both groups.
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Affiliation(s)
- Kyle R. Sochacki
- Department of Orthopaedic Surgery,
Stanford University Medical Center, Palo Alto, CA, USA,Kyle R. Sochacki, Department of Orthopaedic
Surgery, Stanford University Medical Center, Palo Alto, CA 94305, USA.
| | - Kunal Varshneya
- Department of Orthopaedic Surgery,
Stanford University Medical Center, Palo Alto, CA, USA
| | - Jacob G. Calcei
- Department of Orthopaedic Surgery,
Stanford University Medical Center, Palo Alto, CA, USA
| | - Marc R. Safran
- Department of Orthopaedic Surgery,
Stanford University Medical Center, Palo Alto, CA, USA
| | - Geoffrey D. Abrams
- Department of Orthopaedic Surgery,
Stanford University Medical Center, Palo Alto, CA, USA
| | - Joseph Donahue
- Department of Orthopaedic Surgery,
Stanford University Medical Center, Palo Alto, CA, USA
| | - Constance Chu
- Department of Orthopaedic Surgery,
Stanford University Medical Center, Palo Alto, CA, USA
| | - Seth L. Sherman
- Department of Orthopaedic Surgery,
Stanford University Medical Center, Palo Alto, CA, USA
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Varshneya K, Bhattacharjya A, Jokhai RT, Fatemi P, Medress ZA, Stienen MN, Ho AL, Ratliff JK, Veeravagu A. The impact of osteoporosis on adult deformity surgery outcomes in Medicare patients. Eur Spine J 2021; 31:88-94. [PMID: 34655336 DOI: 10.1007/s00586-021-06985-z] [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] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 08/24/2021] [Accepted: 08/30/2021] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To identify the impact of osteoporosis (OS) on postoperative outcomes in Medicare patients undergoing ASD surgery. BACKGROUND Patients with OP and advanced age experience higher than average rates of ASD. However, poor bone density could undermine the durability of a deformity correction. METHODS We queried the MarketScan Medicare Supplemental database to identify patients Medicare patients who underwent ASD surgery from 2007 to 2016. RESULTS A total of 2564 patients met the inclusion criteria of this study, of whom n = 971 (61.0%) were diagnosed with osteoporosis. Patients with OP had a similar 90-day postoperative complication rates (OP: 54.6% vs. non-OP: 49.2%, p = 0.0076, not significant after multivariate regression correction). This was primarily driven by posthemorrhagic anemia (37.6% in OP, vs. 33.1% in non-OP). Rates of revision surgery were similar at 90 days (non-OP 15.0%, OP 16.8%), but by 2 years, OP patients had a significantly higher reoperation rate (30.4% vs. 22.9%, p < 0.0001). In multivariate regression analysis, OP increased odds for revision surgery at 1 year (OR 1.4) and 2 years (OR 1.5) following surgery (all p < 0.05). OP was also an independent predictor of readmission at all time points (90 days, OR 1.3, p < 0.005). CONCLUSION Medicare patients with OP had elevated rates of complications, reoperations, and outpatient costs after undergoing primary ASD surgery.
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Affiliation(s)
- Kunal Varshneya
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, USA. .,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland.
| | - Anika Bhattacharjya
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Rayyan T Jokhai
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Parastou Fatemi
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Zachary A Medress
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Martin N Stienen
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Allen L Ho
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - John K Ratliff
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Anand Veeravagu
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
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Wadhwa H, Sharma J, Varshneya K, Fatemi P, Nathan J, Medress ZA, Stienen MN, Ratliff JK, Veeravagu A. Anterior Cervical Discectomy and Fusion Versus Laminoplasty for Multilevel Cervical Spondylotic Myelopathy: A National Administrative Database Analysis. World Neurosurg 2021; 152:e738-e744. [PMID: 34153482 DOI: 10.1016/j.wneu.2021.06.064] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [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: 04/13/2021] [Revised: 06/11/2021] [Accepted: 06/12/2021] [Indexed: 12/30/2022]
Abstract
BACKGROUND Anterior cervical discectomy and fusion (ACDF) is effective for the treatment of single-level cervical spondylotic myelopathy (CSM). However, the data surrounding multilevel CSM have remained controversial. One alternative is laminoplasty, although evidence comparing these strategies has remained sparse. In the present report, we retrospectively reviewed the readmission and reoperation rates for patients who had undergone ACDF or laminoplasty for multilevel CSM from a national longitudinal administrative claims database. METHODS We queried the MarketScan Commercial Claims and Encounters database to identify patients who had undergone ACDF or laminoplasty for multilevel CSM from 2007 to 2016. The patients were stratified by operation type. Patients aged <18 years, patients with a history of tumor or trauma, and patients who had undergone anteroposterior approach were excluded from the present study. RESULTS A total of 5445 patients were included, of whom 1521 had undergone laminoplasty. A matched cohort who had undergone ACDF was identified. The overall 90-day postoperative complication rate was greater in the laminoplasty cohort (odds ratio, 1.48; 95% confidence interval, 1.18-1.86; P < 0.0001). The mean length of stay and 90-day readmission rates were greater in the laminoplasty cohort. The hospital and total payments of the index hospitalization were greater in the ACDF cohort, as were the total payments for ≤2 years after the index hospitalization. CONCLUSIONS In the present administrative claims database study, no difference was found in the reoperation rate between ACDF and laminoplasty. ACDF resulted in fewer complications and readmissions compared with laminoplasty but was associated with greater costs. Additional prospective research is required to investigate the factors driving the higher costs of ACDF in this population and the long-term clinical outcomes.
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Affiliation(s)
- Harsh Wadhwa
- Department of Neurosurgery, Stanford University Medical Center, Stanford, California, USA
| | - Jigyasa Sharma
- Department of Neurosurgery, Stanford University Medical Center, Stanford, California, USA
| | - Kunal Varshneya
- Department of Neurosurgery, Stanford University Medical Center, Stanford, California, USA
| | - Parastou Fatemi
- Department of Neurosurgery, Stanford University Medical Center, Stanford, California, USA
| | - Jay Nathan
- Department of Neurosurgery, Stanford University Medical Center, Stanford, California, USA
| | - Zachary A Medress
- Department of Neurosurgery, Stanford University Medical Center, Stanford, California, USA
| | - Martin N Stienen
- Department of Neurosurgery, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - John K Ratliff
- Department of Neurosurgery, Stanford University Medical Center, Stanford, California, USA
| | - Anand Veeravagu
- Department of Neurosurgery, Stanford University Medical Center, Stanford, California, USA.
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Varshneya K, Medress ZA, Stienen MN, Nathan J, Ho A, Pendharkar AV, Loo S, Aikin J, Li G, Desai A, Ratliff JK, Veeravagu A. A Comparative Analysis of Patients Undergoing Fusion for Adult Cervical Deformity by Approach Type. Global Spine J 2021; 11:626-632. [PMID: 32875897 PMCID: PMC8165914 DOI: 10.1177/2192568220915717] [Citation(s) in RCA: 3] [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] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To provide insight into postoperative complications, short-term quality outcomes, and costs of the surgical approaches of adult cervical deformity (ACD). METHODS A national database was queried from 2007 to 2016 to identify patients who underwent cervical fusion for ACD. Patients were stratified by approach type-anterior, posterior, or circumferential. Patients undergoing anterior and posterior approach surgeries were additionally compared using propensity score matching. RESULTS A total of 6575 patients underwent multilevel cervical fusion for ACD correction. Circumferential fusion had the highest postoperative complication rate (46.9% vs posterior: 36.7% vs anterior: 18.5%, P < .0001). Anterior fusion patients more commonly required reoperation compared with posterior fusion patients (P < .0001), and 90-day readmission rate was highest for patients undergoing circumferential fusion (P < .0001). After propensity score matching, the complication rate remained higher in the posterior, as compared to the anterior fusion group (P < .0001). Readmission rate also remained higher in the posterior fusion group; however, anterior fusion patients were more likely to require reoperation. At index hospitalization, posterior fusion led to 1.5× higher costs, and total payments at 90 days were 1.6× higher than their anterior fusion counterparts. CONCLUSION Patients who undergo posterior fusion for ACD have higher complication rates, readmission rates, and higher cost burden than patients who undergo anterior fusion; however, posterior correction of ACD is associated with a lower rate of reoperation.
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Affiliation(s)
| | | | - Martin N. Stienen
- Stanford University, Stanford, CA, USA,University Hospital Zurich, Zurich, Switzerland,University of Zurich, Zurich, Switzerland
| | - Jay Nathan
- University of Michigan, Ann Arbor, MI, USA
| | - Allen Ho
- Stanford University, Stanford, CA, USA
| | | | - Sheri Loo
- Stanford University, Stanford, CA, USA
| | | | - Gordon Li
- Stanford University, Stanford, CA, USA
| | | | | | - Anand Veeravagu
- Stanford University, Stanford, CA, USA,Anand Veeravagu, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA 94305, USA.
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Varshneya K, Jokhai R, Medress ZA, Stienen MN, Ho A, Fatemi P, Ratliff JK, Veeravagu A. Factors which predict adverse events following surgery in adults with cervical spinal deformity. Bone Joint J 2021; 103-B:734-738. [PMID: 33789479 DOI: 10.1302/0301-620x.103b4.bjj-2020-0845.r2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
AIMS The aim of this study was to identify the risk factors for adverse events following the surgical correction of cervical spinal deformities in adults. METHODS We identified adult patients who underwent corrective cervical spinal surgery between 1 January 2007 and 31 December 2015 from the MarketScan database. The baseline comorbidities and characteristics of the operation were recorded. Adverse events were defined as the development of a complication, an unanticipated deleterious postoperative event, or further surgery. Patients aged < 18 years and those with a previous history of tumour or trauma were excluded from the study. RESULTS A total of 13,549 adults in the database underwent primary corrective surgery for a cervical spinal deformity during the study period. A total of 3,785 (27.9%) had a complication within 90 days of the procedure, and 3,893 (28.7%) required further surgery within two years. In multivariate analysis, male sex (odds ratio (OR) 0.90 (95% confidence interval (CI) 0.8 to 0.9); p = 0.019) and a posterior approach (compared with a combined surgical approach, OR 0.66 (95% CI 0.5 to 0.8); p < 0.001) significantly decreased the risk of complications. Osteoporosis (OR 1.41 (95% CI 1.3 to 1.6); p < 0.001), dyspnoea (OR 1.48 (95% CI 1.3 to 1.6); p < 0.001), cerebrovascular accident (OR 1.81 (95% CI 1.6 to 2.0); p < 0.001), a posterior approach (compared with an anterior approach, OR 1.23 (95% CI 1.1 to 1.4); p < 0.001), and the use of bone morphogenic protein (BMP) (OR 1.22 (95% CI 1.1 to 1.4); p = 0.003) significantly increased the risks of 90-day complications. In multivariate regression analysis, preoperative dyspnoea (OR 1.50 (95% CI 1.3 to 1.7); p < 0.001), a posterior approach (compared with an anterior approach, OR 2.80 (95% CI 2.4 to 3.2; p < 0.001), and postoperative dysphagia (OR 2.50 (95% CI 1.8 to 3.4); p < 0.001) were associated with a significantly increased risk of further surgery two years postoperatively. A posterior approach (compared with a combined approach, OR 0.32 (95% CI 0.3 to 0.4); p < 0.001), the use of BMP (OR 0.48 (95% CI 0.4 to 0.5); p < 0.001) were associated with a significantly decreased risk of further surgery at this time. CONCLUSION The surgical approach and intraoperative use of BMP strongly influence the risk of further surgery, whereas the comorbidity burden and the characteristics of the operation influence the rates of early complications in adult patients undergoing corrective cervical spinal surgery. These data may aid surgeons in patient selection and surgical planning. Cite this article: Bone Joint J 2021;103-B(4):734-738.
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Affiliation(s)
- Kunal Varshneya
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Rayyan Jokhai
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Zachary Adam Medress
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Martin Nikolaus Stienen
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Allen Ho
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Parastou Fatemi
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - John Kevin Ratliff
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
| | - Anand Veeravagu
- Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA.,Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland
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Varshneya K, Pangal DJ, Stienen MN, Ho AL, Fatemi P, Medress ZA, Herrick DB, Desai A, Ratliff JK, Veeravagu A. Postoperative Complication Burden, Revision Risk, and Health Care Use in Obese Patients Undergoing Primary Adult Thoracolumbar Deformity Surgery. Global Spine J 2021; 11:345-350. [PMID: 32875891 PMCID: PMC8013946 DOI: 10.1177/2192568220904341] [Citation(s) in RCA: 3] [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] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
STUDY DESIGN This is a retrospective cohort study using a nationally representative administrative database. OBJECTIVE To identify the impact of obesity on postoperative outcomes in patients undergoing thoracolumbar adult spinal deformity (ASD) surgery. BACKGROUND The obesity rate in the United States remains staggering, with approximately one-third of all Americans being overweight or obese. However, the impact of elevated body mass index on spine surgery outcomes remains unclear. METHODS We queried the MarketScan database to identify patients who were diagnosed with a spinal deformity and underwent ASD surgery from 2007 to 2016. Patients were then stratified by whether or not they were diagnosed as obese at index surgical admission. Propensity score matching (PSM) was then utilized to mitigate intergroup differences between obese and nonobese patients. Patients <18 years and those with any prior history of trauma or tumor were excluded from this study. Baseline demographics and comorbidities, postoperative complication rates, and short- and long-term reoperation rates were determined. RESULTS A total of 7423 patients met the inclusion criteria of this study, of whom 597 (8.0%) were obese. Initially, patients with obesity had a higher 90-day postoperative complication rate than nonobese patients (46.1% vs 40.8%, P < .05); however, this difference did not remain after PSM. Revision surgery rates after 2 years were similar across the 2 groups following primary surgery (obese, 21.4%, vs nonobese, 22.0%; P = .7588). Health care use occurred at a higher rate among obese patients through 2 years of long-term follow-up (obese, $152 930, vs nonobese, $140 550; P < .05). CONCLUSION Patients diagnosed with obesity who underwent ASD surgery did not demonstrate increased rates of complications, reoperations, or readmissions. However, overall health care use through 2 years of follow-up after index surgery was higher in the obesity cohort.
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Affiliation(s)
| | | | - Martin N. Stienen
- Stanford University School of Medicine, Stanford, CA, USA,University of Zurich, Zurich, Switzerland
| | - Allen L. Ho
- Stanford University School of Medicine, Stanford, CA, USA
| | | | | | | | - Atman Desai
- Stanford University School of Medicine, Stanford, CA, USA
| | | | - Anand Veeravagu
- Stanford University School of Medicine, Stanford, CA, USA,Anand Veeravagu, Department of Neurosurgery, Stanford University, 300 Pasteur Drive, Edwards Bldg, R281, Stanford, CA 94305, USA.
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24
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Azad TD, Varshneya K, Herrick DB, Pendharkar AV, Ho AL, Stienen M, Zygourakis C, Bagshaw HP, Veeravagu A, Ratliff JK, Desai A. Timing of Adjuvant Radiation Therapy and Risk of Wound-Related Complications Among Patients With Spinal Metastatic Disease. Global Spine J 2021; 11:44-49. [PMID: 32875859 PMCID: PMC7734271 DOI: 10.1177/2192568219889363] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
STUDY DESIGN This was an epidemiological study using national administrative data from the MarketScan database. OBJECTIVE To investigate the impact of early versus delayed adjuvant radiotherapy (RT) on wound healing following surgical resection for spinal metastatic disease. METHODS We queried the MarketScan database (2007-2016), identifying patients with a diagnosis of spinal metastasis who also underwent RT within 8 weeks of surgery. Patients were categorized into "Early RT" if they received RT within 4 weeks of surgery and as "Late RT" if they received RT between 4 and 8 weeks after surgery. Descriptive statistics and hypothesis testing were used to compare baseline characteristics and wound complication outcomes. RESULTS A total of 540 patients met the inclusion criteria: 307 (56.9%) received RT within 4 weeks (Early RT) and 233 (43.1%) received RT within 4 to 8 weeks (Late RT) of surgery. Mean days to RT for the Early RT cohort was 18.5 (SD, 6.9) and 39.7 (SD, 7.6) for the Late RT cohort. In a 90-day surveillance period, n = 9 (2.9%) of Early RT and n = 8 (3.4%) of Late RT patients developed wound complications (P = .574). CONCLUSIONS When comparing patients who received RT early versus delayed following surgery, there were no significant differences in the rates of wound complications. Further prospective studies should aim to identify optimal patient criteria for early postoperative RT for spinal metastases.
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Affiliation(s)
- Tej D. Azad
- Stanford University School of Medicine, Stanford, CA, USA
- Tej D. Azad and Kunal Varshneya contributed equally toward this study
| | - Kunal Varshneya
- Stanford University School of Medicine, Stanford, CA, USA
- Tej D. Azad and Kunal Varshneya contributed equally toward this study
| | | | | | - Allen L. Ho
- Stanford University School of Medicine, Stanford, CA, USA
| | - Martin Stienen
- Stanford University School of Medicine, Stanford, CA, USA
| | | | | | | | | | - Atman Desai
- Stanford University School of Medicine, Stanford, CA, USA
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25
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Sochacki KR, Shea KG, Varshneya K, Safran MR, Abrams GD, Donahue J, Sherman SL. Relationship of the Medial Patellofemoral Ligament Origin on the Distal Femur to the Distal Femoral Physis: A Systematic Review. Am J Sports Med 2021; 49:261-266. [PMID: 32109145 DOI: 10.1177/0363546520904685] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [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] [Indexed: 01/31/2023]
Abstract
BACKGROUND The relationship between the medial patellofemoral ligament (MPFL) and the distal femoral physis has been reported in multiple studies. PURPOSE To determine the distance from the MPFL central origin on the distal femur to the medial distal femoral physis in skeletally immature participants. STUDY DESIGN Systematic review. METHODS A systematic review was performed according to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. Multiple databases were searched for studies investigating the anatomic origin of the MPFL on the distal femur and its relationship to the medial distal femoral physis in skeletally immature participants. Study methodological quality was analyzed with the Anatomical Quality Assessment tool, with studies categorized as low risk, high risk, or unclear risk of bias. Continuous variable data were reported as mean ± SD. Categorical variable data were reported as frequency with percentage. RESULTS Seven articles were analyzed (298 femurs, 53.7% male patients; mean age, 11.7 ± 3.4 years). There was low risk of bias based on the Anatomical Quality Assessment tool. The distance from the MPFL origin to the distal femoral physis ranged from 3.7 mm proximal to the physis to 10.0 mm distal to the physis in individual studies. Six of 7 studies reported that the MPFL origin on the distal femur lies distal to the medial distal femoral physis in the majority of specimens. The MPFL originated distal to the medial distal femoral physis in 92.8% of participants at a mean distance of 6.9 ± 2.4 mm. CONCLUSION The medial patellofemoral ligament originates distal to the medial distal femoral physis in the majority of cases at a mean proximal-to-distal distance of 7 mm distal to the physis. However, this is variable in the literature owing to study design and patient age and sex.
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Affiliation(s)
- Kyle R Sochacki
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Kevin G Shea
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Kunal Varshneya
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Marc R Safran
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Geoffrey D Abrams
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Joseph Donahue
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Seth L Sherman
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
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26
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Varshneya K, Stienen MN, Ho AL, Medress ZA, Fatemi P, Pendharkar AV, Ratliff JK, Veeravagu A. Evaluating the Impact of Spinal Osteotomy on Surgical Outcomes of Thoracolumbar Deformity Correction. World Neurosurg 2020; 144:e774-e779. [DOI: 10.1016/j.wneu.2020.09.072] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 09/13/2020] [Accepted: 09/14/2020] [Indexed: 10/23/2022]
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27
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Azad TD, Zhang Y, Varshneya K, Veeravagu A, Ratliff JK, Li G. Lumboperitoneal and Ventriculoperitoneal Shunting for Idiopathic Intracranial Hypertension Demonstrate Comparable Failure and Complication Rates. Neurosurgery 2020. [DOI: 10.1093/neuros/nyz080_s31] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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28
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Medress ZA, Jin MC, Feng A, Varshneya K, Veeravagu A. Medical malpractice in spine surgery: a review. Neurosurg Focus 2020; 49:E16. [DOI: 10.3171/2020.8.focus20602] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 08/20/2020] [Indexed: 11/06/2022]
Abstract
Medical malpractice is an important but often underappreciated topic within neurosurgery, particularly for surgeons in the early phases of practice. The practice of spinal neurosurgery involves substantial risk for litigation, as both the natural history of the conditions being treated and the operations being performed almost always carry the risk of permanent damage to the spinal cord or nerve roots, a cardiopulmonary event, death, or other dire outcomes. In this review, the authors discuss important topics related to medical malpractice in spine surgery, including tort reform, trends and frequency of litigation claims in spine surgery, wrong-level and wrong-site surgery, catastrophic outcomes including spinal cord injury and death, and ethical considerations.
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Thaci B, Nuño M, Varshneya K, Gerndt CH, Kercher M, Dahlin BC, Waldau B. Three-dimensional aneurysm volume measurements show no correlation between coil packing density and recurrence. Heliyon 2020; 6:e05170. [PMID: 33083618 PMCID: PMC7551363 DOI: 10.1016/j.heliyon.2020.e05170] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Revised: 07/03/2020] [Accepted: 10/02/2020] [Indexed: 11/30/2022] Open
Abstract
Objective Endovascular treatment is the mainstay therapy for brain aneurysms. About 15% of patients need re-treatment within six months due to early recanalization. In this study, we investigate risk factors associated with treatment failure. Methods This retrospective cohort study includes endovascularly treated aneurysm cases between July 2012 and December 2015 at the University of California Davis Medical Center with pre-treatment and early post-treatment imaging. Thin cut 3D aneurysm volume rendering was used for morphologic analyses. Univariate and bivariate analyses were conducted to evaluate differences between patients and clinical factors by treatment failure. Results Of the 50 patients who met the inclusion criteria, 41 (82.0%) were female, with an average age of 61 years. Most aneurysms were on the anterior communicating artery (40%) or posterior communicating artery (22.0%), and 34 (68%) aneurysms were ruptured. Early treatment failure was observed in 14 (28.0%) of endovascularly treated patients. Raymond-Roy class (RRC) was significantly associated with treatment failure (p = 0.0052), with 10 out of the 14 cases (71.4%) with early recanalization having an RRC of 3. Coil packing density did not associate with aneurysm recanalization (p = 0.61). Conclusion In our single institution series, patient characteristics, aneurysm characteristics, or coil packing density did not affect early aneurysm recanalization. RRC was the best predictor of early recanalization; however, further confirmation with additional studies are required. Although this study focused on early treatment failure, late recanalization has been shown with longer follow up. Further investigation into factors associated with late treatment failure will need further investigation. New intrasaccular devices and flow diverters will also likely play a role in reducing recurrence in the future as these treatments gain usage.
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Affiliation(s)
- Bart Thaci
- Department of Neurological Surgery, University of California, Davis Medical Center, Sacramento, USA
| | - Miriam Nuño
- Department of Public Health Sciences, Division of Biostatistics, University of California Davis, Davis, USA
| | - Kunal Varshneya
- Department of Neurosurgery, Stanford University School of Medicine, USA
| | - Clayton H Gerndt
- Department of Neurological Surgery, University of California, Davis Medical Center, Sacramento, USA
| | - Matthew Kercher
- Department of Neurological Surgery, University of California, Davis Medical Center, Sacramento, USA
| | - Brian C Dahlin
- Department of Interventional Radiology, University of California, Davis Medical Center, Sacramento, USA
| | - Ben Waldau
- Department of Neurological Surgery, University of California, Davis Medical Center, Sacramento, USA
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30
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Sochacki KR, Varshneya K, Safran MR, Abrams GD, Donahue J, Wang T, Sherman SL. Reoperation Rates Following Meniscus Transplantation Using the Truven Database. Arthroscopy 2020; 36:2731-2735. [PMID: 32645340 DOI: 10.1016/j.arthro.2020.06.031] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [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: 01/13/2020] [Revised: 06/21/2020] [Accepted: 06/28/2020] [Indexed: 02/02/2023]
Abstract
PURPOSE The purpose of this study was to determine the (1) reoperation rate and (2) 30-day complication rate in a large insurance database. METHODS The Truven Database was queried for subjects that underwent meniscus allograft transplantation (Current Procedural Terminology code 29868) in the outpatient setting with minimal 2-year follow-up. Patients without confirmed laterality and patients that underwent concomitant ligament reconstruction were excluded. Reoperation was defined by ipsilateral knee procedure after the index surgery. The 30-day postoperative complication rates were assessed using International Classification of Diseases, 9th Revision, Clinical Modification codes. RESULTS A total of 284 patients (mean age of 26.2 ± 10.4 years; 49.6% females) were included in this study with mean follow up of 43.2 ± 19.2 months. One hundred and sixty-seven subjects (58.8%) undergoing meniscus allograft transplantation underwent reoperation at an average of 11.9 ± 12.2 months postoperatively. There was a low number of subjects that required ipsilateral unicompartmental knee arthroplasty and total knee arthroplasty postoperatively (0.7% and 1.1%, respectively). The overall 30-day complication rate following meniscus allograft transplantation was 1.4%. CONCLUSIONS Patients undergoing meniscus allograft transplantation have a 58.8% reoperation rate at final follow up with low (1.4%) 30-day complication rates in a large insurance database. LEVEL OF EVIDENCE Level IV, case series.
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Affiliation(s)
- Kyle R Sochacki
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, U.S.A..
| | - Kunal Varshneya
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, U.S.A
| | - Marc R Safran
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, U.S.A
| | - Geoffrey D Abrams
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, U.S.A
| | - Joseph Donahue
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, U.S.A
| | - Tim Wang
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, U.S.A
| | - Seth L Sherman
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, U.S.A
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Sochacki KR, Varshneya K, Calcei JG, Safran MR, Abrams GD, Donahue J, Sherman SL. Comparing Meniscectomy and Meniscal Repair: A Matched Cohort Analysis Utilizing a National Insurance Database. Am J Sports Med 2020; 48:2353-2359. [PMID: 32667826 DOI: 10.1177/0363546520935453] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Meniscal repair leads to improved patient outcomes compared with meniscectomy in small case series. PURPOSE To compare the reoperation rates, 30-day complication rates, and cost differences between meniscectomy and meniscal repair in a large insurance database. STUDY DESIGN Cohort study; Level of evidence, 3. METHODS A national insurance database was queried for patients who underwent meniscectomy (Current Procedural Terminology [CPT] code 29880 or 29881) or meniscal repair (CPT code 29882 or 29883) in the outpatient setting and who had a minimum 2-year follow-up. Patients without confirmed laterality and patients who underwent concomitant ligament reconstruction were excluded. Reoperation was defined by ipsilateral knee procedure after the index surgery. The 30-day postoperative complication rates were assessed using the International Classification of Diseases, 9th Revision, Clinical Modification codes. The cost of the procedures per patient was calculated. Propensity score matching was utilized to create matched cohorts with similar characteristics. Statistical comparisons of cohort characteristics, reoperations, postoperative complications, and payments were made. All P values were reported with significance set at P < .05. RESULTS A total of 27,580 patients (22,064 meniscectomy and 5516 meniscal repair; mean age, 29.9 ± 15.1 years; 41.2% female) were included in this study with a mean follow-up of 45.6 ± 21.0 months. The matched groups were similar with regard to characteristics and comorbidities. There were significantly more patients who required reoperation after index meniscectomy compared with meniscal repair postoperatively (5.3% vs 2.1%; P < .001). Patients undergoing meniscectomy were also significantly more likely to undergo any ipsilateral meniscal surgery (P < .001), meniscal transplantation (P = .005), or total knee arthroplasty (P = .001) postoperatively. There was a significantly higher overall 30-day complication rate after meniscal repair (1.2%) compared with meniscectomy (0.82%; P = .011). The total day-of-surgery payments was significantly higher in the repair group compared with the meniscectomy group ($7094 vs $5423; P < .001). CONCLUSION Meniscal repair leads to significantly lower rates of reoperation and higher rates of early complications with a higher total cost compared with meniscectomy in a large database study.
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Affiliation(s)
- Kyle R Sochacki
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Kunal Varshneya
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Jacob G Calcei
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Marc R Safran
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Geoffrey D Abrams
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Joseph Donahue
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
| | - Seth L Sherman
- Department of Orthopaedic Surgery, Stanford University Medical Center, Palo Alto, California, USA
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Varshneya K, Safran MR, Sherman SL, Abrams GD. Costs, Complications, and Reoperations Associated With Primary Arthroscopic Rotator Cuff Repair With or Without Acromioplasty and/or Biceps Tenodesis. Arthrosc Sports Med Rehabil 2020; 2:e369-e376. [PMID: 32875302 PMCID: PMC7451851 DOI: 10.1016/j.asmr.2020.05.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2019] [Accepted: 05/11/2020] [Indexed: 11/18/2022] Open
Abstract
Purpose To evaluate the reoperations, complications, and costs up to 5 years following arthroscopic rotator cuff repair (RCR) alone, with acromioplasty (acro), with biceps tenodesis (BT), or with both acro and BT. Methods We queried the MarketScan database to identify patients who underwent RCR from 2007 to 2016. Patients were stratified into groups based on concomitant procedures (acro and/or BT) performed on the same day as index RCR. Reoperations, complications, and costs were followed for 5 years post-index procedure. Patients without laterality codes were excluded. A multivariate logistic regression analysis was used to control for confounding factors. Results This study identified 147,838 patients (mean age, 53.1 years; standard deviation, 8.3 years) who underwent primary RCR. Patients were stratified into 4 groups: (1) RCR only, (2) RCR + acro, (3) RCR + BT, and (4) RCR + acro + BT. Patients in the RCR only group experienced the highest rate of unadjusted overall postoperative complications (17.2%) versus the other groups (RCR + acro 16.4%, RCR + BT 15.1%, RCR + acro + BT 16.2%, P < .0161). The RCR only group also experienced a significantly greater number of reoperations on the ipsilateral shoulder (P < .0001), whereas the RCR + acro + BT had the highest costs at all timepoints. In the regression analysis, there was no significant differences between complications and reoperations between any groups. After adjusting for covariates, the performance of a BT with an RCR and acromioplasty led to increased costs (odds ratio, 1.47, 1.37-1.59, P < .001). Conclusions Concomitant biceps tenodesis does lead to higher total healthcare costs, both in the shorter and longer terms. When adjusting for confounding factors, the performance of concomitant biceps tenodesis with rotator cuff repair does not lead to a difference in postoperative complication rate or risk for revision surgery. Level of Evidence Level IV, economic analysis.
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Affiliation(s)
| | | | | | - Geoffrey D. Abrams
- Address correspondence to Geoffrey Abrams, Orthopaedic Surgery, Stanford University Medical Center, 450 Broadway St, Redwood City, CA 94063 U.S.A.
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Varshneya K, Jokhai RT, Fatemi P, Stienen MN, Medress ZA, Ho AL, Ratliff JK, Veeravagu A. Predictors of 2-year reoperation in Medicare patients undergoing primary thoracolumbar deformity surgery. J Neurosurg Spine 2020; 33:572-576. [PMID: 32707541 DOI: 10.3171/2020.5.spine191425] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 11/28/2019] [Accepted: 05/08/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE This was a retrospective cohort study in which the authors used a nationally representative administrative database. Their goal was to identify the risk factors for reoperation in Medicare patients undergoing primary thoracolumbar adult spinal deformity (ASD) surgery. Previous literature reports estimate that 20% of patients undergoing thoracolumbar ASD correction undergo revision surgery within 2 years. Most published data discuss risk factors for revision surgery in the general population, but these have not been explored specifically in the Medicare population. METHODS Using the MarketScan Medicare Supplemental database, the authors identified patients who were diagnosed with a spinal deformity and underwent ASD surgery between 2007 and 2015. The interactions of patient demographics, surgical factors, and medical factors with revision surgery were investigated during the 2 years following primary ASD surgery. The authors excluded patients without Medicare insurance and those with any prior history of trauma or tumor. RESULTS Included in the data set were 2564 patients enrolled in Medicare who underwent ASD surgery between 2007 and 2015. The mean age at diagnosis with spinal deformity was 71.5 years. A majority of patients (68.5%) were female. Within 2 years of follow-up, 661 (25.8%) patients underwent reoperation. Preoperative osteoporosis (OR 1.58, p < 0.0001), congestive heart failure (OR 1.35, p = 0.0161), and paraplegia (OR 2.41, p < 0.0001) independently increased odds of revision surgery. The use of intraoperative bone morphogenetic protein was protective against reoperation (OR 0.71, p = 0.0371). Among 90-day postoperative complications, a wound complication was the strongest predictor of undergoing repeat surgery (OR 2.85, p = 0.0061). The development of a pulmonary embolism also increased the odds of repeat surgery (OR 1.84, p = 0.0435). CONCLUSIONS Approximately one-quarter of Medicare patients with ASD who underwent surgery required an additional spinal surgery within 2 years. Baseline comorbidities such as osteoporosis, congestive heart failure, and paraplegia, as well as short-term complications such as pulmonary embolism and wound complications significantly increased the odds of repeat surgery.
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Affiliation(s)
- Kunal Varshneya
- 1Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California; and
| | - Rayyan T Jokhai
- 1Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California; and
| | - Parastou Fatemi
- 1Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California; and
| | - Martin N Stienen
- 1Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California; and
- 2Department of Neurosurgery, University Hospital Zurich and Clinical Neuroscience Center, University of Zurich, Switzerland
| | - Zachary A Medress
- 1Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California; and
| | - Allen L Ho
- 1Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California; and
| | - John K Ratliff
- 1Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California; and
| | - Anand Veeravagu
- 1Neurosurgery AI Lab & Department of Neurosurgery, Stanford University School of Medicine, Stanford, California; and
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Cheng I, Stienen MN, Medress ZA, Varshneya K, Ho AL, Ratliff JK, Veeravagu A. Single- versus dual-attending strategy for spinal deformity surgery: 2-year experience and systematic review of the literature. J Neurosurg Spine 2020; 33:560-571. [PMID: 32650315 DOI: 10.3171/2020.3.spine2016] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [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: 01/04/2020] [Accepted: 03/31/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Adult spinal deformity (ASD) surgery is complex and associated with high morbidity and complication rates. There is growing evidence in the literature for the beneficial effects of an approach to surgery in which two attending physicians rather than a single attending physician perform surgery for and oversee the surgical care of a single patient in a dual-attending care model. The authors developed a dual-attending care collaboration in August 2017 in which a neurosurgeon and an orthopedic surgeon mutually operated on patients with ASD. METHODS The authors recorded data for 2 years of experience with ASD patients operated on by dual attending surgeons. Analyses included estimated blood loss (EBL), transfusions, length of stay (LOS), discharge disposition, complication rates, emergency room visits and readmissions, subjective health status improvement, and disability (Oswestry Disability Index [ODI] score) and pain (visual analog scale [VAS] score) at last follow-up. In addition, the pertinent literature for dual-attending spinal deformity correction was systematically reviewed. RESULTS The study group comprised 19 of 254 (7.5%) consecutively operated patients who underwent thoracolumbar fusion during the period from January 2017 to June 2019 (68.4% female; mean patient age 65.1 years, ODI score 44.5, VAS pain score 6.8). The study patients were matched by age, sex, anesthesia risk, BMI, smoking status, ODI score, VAS pain score, prior spine surgeries, and basic operative characteristics (type of interbody implants, instrumented segments, pelvic fixation) to 19 control patients (all p > 0.05). There was a trend toward less EBL (mean 763 vs 1524 ml, p = 0.059), fewer intraoperative red blood cell transfusions (mean 0.5 vs 2.3, p = 0.079), and fewer 90-day readmissions (0% vs 15.8%, p = 0.071) in the dual-attending group. LOS and discharge disposition were similar, as were the rates of any < 30-day postsurgery complications, < 90-day postsurgery emergency room visits, and reoperations, and ODI and VAS pain scores at last follow-up (all p > 0.05). At last follow-up, 94.7% vs 68.4% of patients in the dual- versus single-attending group stated their health status had improved (p = 0.036). In the authors' literature search of prior articles on spinal deformity correction, 5 of 8 (62.5%) articles reported lower EBL and 6 of 8 (75%) articles reported significantly lower operation duration in dual-attending cases. The literature contained differing results with regard to complication- or reoperation-sparing effects associated with dual-attending cases. Similar clinical outcomes of dual- versus single-attending cases were reported. CONCLUSIONS Establishing a dual-attending care management platform for ASD correction was feasible at the authors' institution. Results of the use of a dual-attending strategy at the authors' institution were favorable. Positive safety and outcome profiles were found in articles on this topic identified by a systematic literature review.
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Affiliation(s)
| | - Martin N Stienen
- 2Neurosurgery, Stanford University Hospitals and Clinics, Stanford, California
- 3Department of Neurosurgery, University Hospital Zurich; and
- 4Clinical Neuroscience Center, University of Zurich, Switzerland
| | - Zachary A Medress
- 2Neurosurgery, Stanford University Hospitals and Clinics, Stanford, California
| | - Kunal Varshneya
- 2Neurosurgery, Stanford University Hospitals and Clinics, Stanford, California
| | - Allen L Ho
- 2Neurosurgery, Stanford University Hospitals and Clinics, Stanford, California
| | - John K Ratliff
- 2Neurosurgery, Stanford University Hospitals and Clinics, Stanford, California
| | - Anand Veeravagu
- 2Neurosurgery, Stanford University Hospitals and Clinics, Stanford, California
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Azad TD, Zhang Y, Stienen MN, Vail D, Bentley JP, Ho AL, Fatemi P, Herrick D, Kim LH, Feng A, Varshneya K, Jin M, Veeravagu A, Bhattacharya J, Desai M, Lembke A, Ratliff JK. Patterns of Opioid and Benzodiazepine Use in Opioid-Naïve Patients with Newly Diagnosed Low Back and Lower Extremity Pain. J Gen Intern Med 2020; 35:291-297. [PMID: 31720966 PMCID: PMC6957597 DOI: 10.1007/s11606-019-05549-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Revised: 08/07/2019] [Accepted: 10/24/2019] [Indexed: 12/29/2022]
Abstract
BACKGROUND The morbidity and mortality associated with opioid and benzodiazepine co-prescription is a pressing national concern. Little is known about patterns of opioid and benzodiazepine use in patients with acute low back pain or lower extremity pain. OBJECTIVE To characterize patterns of opioid and benzodiazepine prescribing among opioid-naïve, newly diagnosed low back pain (LBP) or lower extremity pain (LEP) patients and to investigate the relationship between benzodiazepine prescribing and long-term opioid use. DESIGN/SETTING We performed a retrospective analysis of a commercial database containing claims for more than 75 million enrollees in the USA. PARTICIPANTS Participants were adult patients newly diagnosed with LBP or LEP between 2008 and 2015 who did not have a red flag diagnosis, had not received an opioid prescription in the 6 months prior to diagnosis, and had 12 months of continuous enrollment after diagnosis. MAIN OUTCOMES AND MEASURES Among patients receiving at least one opioid prescription within 12 months of diagnosis, we defined discrete patterns of benzodiazepine prescribing-continued use, new use, stopped use, and never use. We tested the association of these prescription patterns with long-term opioid use, defined as six or more fills within 12 months. RESULTS We identified 2,497,653 opioid-naïve patients with newly diagnosed LBP or LEP. Between 2008 and 2015, 31.9% and 11.5% of these patients received opioid and benzodiazepine prescriptions, respectively, within 12 months of diagnosis. Rates of opioid prescription decreased from 34.8% in 2008 to 27.0% in 2015 (P < 0.001); however, prescribing of benzodiazepines only decreased from 11.6% in 2008 to 10.8% in 2015. Patients with continued or new benzodiazepine use consistently used more opioids than patients who never used or stopped using benzodiazepines during the study period (one-way ANOVA, P < 0.001). For patients with continued and new benzodiazepine use, the odds ratio of long-term opioid use compared with those never prescribed a benzodiazepine was 2.99 (95% CI, 2.89-3.08) and 2.68 (95% CI, 2.62-2.75), respectively. LIMITATIONS This study used administrative claims analyses, which rely on accuracy and completeness of diagnostic, procedural, and prescription codes. CONCLUSION Overall opioid prescribing for low back pain or lower extremity pain decreased substantially during the study period, indicating a shift in management within the medical community. Rates of benzodiazepine prescribing, however, remained at approximately 11%. Concurrent prescriptions of benzodiazepines and opioids after LBP or LEP diagnosis were associated with increased risk of long-term opioid use.
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Affiliation(s)
- Tej D Azad
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Yi Zhang
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Martin N Stienen
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA.,Department of Neurosurgery & Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Daniel Vail
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Jason P Bentley
- Quantitative Sciences Unit, Stanford University School of Medicine, Stanford, CA, USA
| | - Allen L Ho
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Paras Fatemi
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Daniel Herrick
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Lily H Kim
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Austin Feng
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Kunal Varshneya
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Michael Jin
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Anand Veeravagu
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Jayanta Bhattacharya
- Quantitative Sciences Unit, Stanford University School of Medicine, Stanford, CA, USA
| | - Manisha Desai
- Quantitative Sciences Unit, Stanford University School of Medicine, Stanford, CA, USA
| | - Anna Lembke
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - John K Ratliff
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA.
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Varshneya K, Pendharkar AV, Azad TD, Ratliff JK, Veeravagu A. A Descriptive Analysis of Spinal Cord Arteriovenous Malformations: Clinical Features, Outcomes, and Trends in Management. World Neurosurg 2019; 131:e579-e585. [DOI: 10.1016/j.wneu.2019.08.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 07/31/2019] [Accepted: 08/01/2019] [Indexed: 11/28/2022]
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Azad TD, Varshneya K, Ho AL, Veeravagu A, Sciubba DM, Ratliff JK. Laminectomy Versus Corpectomy for Spinal Metastatic Disease—Complications, Costs, and Quality Outcomes. World Neurosurg 2019; 131:e468-e473. [DOI: 10.1016/j.wneu.2019.07.206] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 07/26/2019] [Accepted: 07/27/2019] [Indexed: 12/14/2022]
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Varshneya K, Rodrigues AJ, Medress ZA, Stienen MN, Grant GA, Ratliff JK, Veeravagu A. Risks, costs, and outcomes of cerebrospinal fluid leaks after pediatric skull fractures: a MarketScan analysis between 2007 and 2015. Neurosurg Focus 2019; 47:E10. [DOI: 10.3171/2019.8.focus19543] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Accepted: 08/20/2019] [Indexed: 11/06/2022]
Abstract
OBJECTIVESkull fractures are common after blunt pediatric head trauma. CSF leaks are a rare but serious complication of skull fractures; however, little evidence exists on the risk of developing a CSF leak following skull fracture in the pediatric population. In this epidemiological study, the authors investigated the risk factors of CSF leaks and their impact on pediatric skull fracture outcomes.METHODSThe authors queried the MarketScan database (2007–2015), identifying pediatric patients (age < 18 years) with a diagnosis of skull fracture and CSF leak. Skull fractures were disaggregated by location (base, vault, facial) and severity (open, closed, multiple, concomitant cerebral or vascular injury). Descriptive statistics and hypothesis testing were used to compare baseline characteristics, complications, quality metrics, and costs.RESULTSThe authors identified 13,861 pediatric patients admitted with a skull fracture, of whom 1.46% (n = 202) developed a CSF leak. Among patients with a skull fracture and a CSF leak, 118 (58.4%) presented with otorrhea and 84 (41.6%) presented with rhinorrhea. Patients who developed CSF leaks were older (10.4 years vs 8.7 years, p < 0.0001) and more commonly had skull base (n = 183) and multiple (n = 22) skull fractures (p < 0.05). These patients also more frequently underwent a neurosurgical intervention (24.8% vs 9.6%, p < 0.0001). Compared with the non–CSF leak population, patients with a CSF leak had longer average hospitalizations (9.6 days vs 3.7 days, p < 0.0001) and higher rates of neurological deficits (5.0% vs 0.7%, p < 0.0001; OR 7.0; 95% CI 3.6–13.6), meningitis (5.5% vs 0.3%, p < 0.0001; OR 22.4; 95% CI 11.2–44.9), nonroutine discharge (6.9% vs 2.5%, p < 0.0001; OR 2.9; 95% CI 1.7–5.0), and readmission (24.7% vs 8.5%, p < 0.0001; OR 3.4; 95% CI 2.5–4.7). Total costs at 90 days for patients with a CSF leak averaged $81,206, compared with $32,831 for patients without a CSF leak (p < 0.0001).CONCLUSIONSThe authors found that CSF leaks occurred in 1.46% of pediatric patients with skull fractures and that skull fractures were associated with significantly increased rates of neurosurgical intervention and risks of meningitis, hospital readmission, and neurological deficits at 90 days. Pediatric patients with skull fractures also experienced longer average hospitalizations and greater healthcare costs at presentation and at 90 days.
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Ho AL, Varshneya K, Medress ZA, Pendharkar AV, Sussman ES, Cheng I, Veeravagu A. Grade II Spondylolisthesis: Reverse Bohlman Procedure with Transdiscal S1-L5 and S2 Alar Iliac Screws Placed with Robotic Guidance. World Neurosurg 2019; 132:421-428.e1. [PMID: 31398524 DOI: 10.1016/j.wneu.2019.07.229] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [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: 05/17/2019] [Revised: 07/29/2019] [Accepted: 07/30/2019] [Indexed: 11/17/2022]
Abstract
BACKGROUND Grade II spondylolisthesis remains a complex surgical pathology for which there is no consensus regarding optimal surgical strategies. Surgical strategies vary regarding extent of reduction, use of instrumentation/interbody support, and anterior versus posterior approaches with or without decompression. Here we provide the first report on the efficacy of robotic spinal surgery systems in support of the treatment of grade II spondylolisthesis. METHODS Using 2 illustrative cases, we provide a technical report describing how robotic spinal surgery platform can be used to treatment grade II spondylolisthesis with a novel instrumentation strategy. RESULTS We describe how the "reverse Bohlman" technique to achieve a large anterior fusion construct spanning the pathological level and buttressed by the adjacent level above, coupled with a novel, high-fidelity posterior fixation scheme with transdiscal S1-L5 and S2 alar iliac (S2AI) screws placed in a minimally invasive fashion with robot guidance allows for the best chance of fusion in situ. CONCLUSIONS The reverse Bohlman technique coupled with transdiscal S1-L5 and S2AI screw fixation accomplishes the surgical goals of creating a solid fusion construct, avoiding neurologic injury with aggressive reduction, and halting the progression of anterolisthesis. The use of robot guidance allows for efficient placement of these difficult screw trajectories in a minimally invasive fashion.
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Affiliation(s)
- Allen L Ho
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA
| | - Kunal Varshneya
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA
| | - Zachary A Medress
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA
| | - Arjun V Pendharkar
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA
| | - Eric S Sussman
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA
| | - Ivan Cheng
- Department of Orthopedic Surgery, Stanford University School of Medicine, Stanford, California, USA
| | - Anand Veeravagu
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA.
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Kim LH, Vail D, Azad TD, Bentley JP, Zhang Y, Ho AL, Fatemi P, Feng A, Varshneya K, Desai M, Veeravagu A, Ratliff JK. Expenditures and Health Care Utilization Among Adults With Newly Diagnosed Low Back and Lower Extremity Pain. JAMA Netw Open 2019; 2:e193676. [PMID: 31074820 PMCID: PMC6512284 DOI: 10.1001/jamanetworkopen.2019.3676] [Citation(s) in RCA: 103] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
IMPORTANCE Low back pain (LBP) with or without lower extremity pain (LEP) is one of the most common reasons for seeking medical care. Previous studies investigating costs in this population targeted patients receiving surgery. Little is known about health care utilization among patients who do not undergo surgery. OBJECTIVES To assess use of health care resources for LBP and LEP management and analyze associated costs. DESIGN, SETTING, AND PARTICIPANTS This cohort study used a retrospective analysis of a commercial database containing inpatient and outpatient data for more than 75 million individuals. Participants were US adults who were newly diagnosed with LBP or LEP between 2008 and 2015, did not have a red-flag diagnosis, and were opiate naive prior to diagnosis. Dates of analysis were October 6, 2018, to March 7, 2019. EXPOSURES Newly diagnosed LBP or LEP. MAIN OUTCOMES AND MEASURES The primary outcome was total cost of care within the first 6 and 12 months following diagnosis, stratified by whether patients received spinal surgery. An assessment was performed to determine whether patients who did not undergo surgery received care in accordance with proposed guidelines for conservative LBP and LEP management. Costs resulting from use of different health care services were estimated. RESULTS A total of 2 498 013 adult patients with a new LBP or LEP diagnosis (median [interquartile range] age, 47 [36-58] years; 1 373 076 [55.0%] female) were identified. More than half (55.7%) received no intervention. Only 1.2% of patients received surgery, but they accounted for 29.3% of total 12-month costs ($784 million). Total costs of care among the 98.8% of patients who did not receive surgery were $1.8 billion. Patients who did not undergo surgery frequently received care that was inconsistent with clinical guidelines for LBP and LEP: 32.3% of these patients received imaging within 30 days of diagnosis and 35.3% received imaging without a trial of physical therapy. CONCLUSIONS AND RELEVANCE The findings suggest that surgery is rare among patients with newly diagnosed LBP and LEP but remains a significant driver of spending. Early imaging in patients who do not undergo surgery was also a major driver of increased health care expenditures. Avoidable costs among patients with typically self-limited conditions result in considerable economic burden to the US health care system.
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Affiliation(s)
- Lily H. Kim
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Daniel Vail
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Tej D. Azad
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Jason P. Bentley
- Quantitative Sciences Unit, Stanford University School of Medicine, Stanford, California
| | - Yi Zhang
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Allen L. Ho
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Paras Fatemi
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Austin Feng
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Kunal Varshneya
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Manisha Desai
- Quantitative Sciences Unit, Stanford University School of Medicine, Stanford, California
| | - Anand Veeravagu
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - John K. Ratliff
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
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Azad TD, Zhang Y, Varshneya K, Veeravagu A, Ratliff JK, Li G. Lumboperitoneal and Ventriculoperitoneal Shunting for Idiopathic Intracranial Hypertension Demonstrate Comparable Failure and Complication Rates. Neurosurgery 2019; 86:272-280. [DOI: 10.1093/neuros/nyz080] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 02/14/2019] [Indexed: 11/12/2022] Open
Abstract
Abstract
BACKGROUND
Idiopathic intracranial hypertension results in increased intracranial pressure leading to headache and visual loss. This disease frequently requires surgical intervention through lumboperitoneal (LP) or ventriculoperitoneal (VP) shunting.
OBJECTIVE
To compare postoperative outcomes between LP and VP shunts, including failure and complication rates.
METHODS
A retrospective analysis was conducted using a national administrative database (MarketScan) to identify idiopathic intracranial hypertension (IIH) patients who underwent LP or VP shunting from 2007 to 2014. Multivariate logistic and Cox regressions were performed to compare rates of shunt failure and time to shunt failure between LP and VP shunts while controlling for demographics and comorbidities.
RESULTS
The analytic cohort included 1082 IIH patients, 347 of whom underwent LP shunt placement at index hospitalization and 735 of whom underwent VP shunt placement. Rates of shunt failure were similar among patients with LP and VP shunt (34.6% vs 31.7%; P = .382). Among patients who experienced shunt failure, the mean number of shunt failures was 2.1 ± 1.6 and was similar between LP and VP cohorts. Ninety-day readmission rates, complication rates, and costs did not differ significantly between LP and VP shunts. Patients who experienced more than two shunt failures tended to have an earlier time to first shunt failure (hazard ratio 1.41; 95% confidence interval 1.08-1.85; P = .013).
CONCLUSION
These findings suggest that LP and VP shunts may have comparable rates of shunt failure and complication. Regardless of shunt type, earlier time to first shunt failure may be associated with multiple shunt failures.
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Affiliation(s)
- Tej D Azad
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Yi Zhang
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Kunal Varshneya
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Anand Veeravagu
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - John K Ratliff
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Gordon Li
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
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Varshneya K, Sarmiento JM, Nuño M, Lagman C, Mukherjee D, Nuño K, Babu H, Patil CG. A national perspective of adult gangliogliomas. J Clin Neurosci 2016; 30:65-70. [PMID: 27083133 DOI: 10.1016/j.jocn.2015.12.028] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [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: 12/16/2015] [Accepted: 12/27/2015] [Indexed: 11/30/2022]
Abstract
Gangliogliomas (GG) are rare tumors of the nervous system. Patient characteristics and clinical outcomes of low and high-grade GG have been difficult to elucidate in the adult population. This study aims to further elaborate on GG treatment and overall survival utilizing a larger cohort than previously published. The USA National Cancer Database was utilized to evaluate adult (age 18years and older) patients diagnosed with GG between 2004 and 2006. Descriptive statistics and Kaplan-Meier overall survival estimates were provided. A total of 198 adult GG patients were diagnosed between 2004 and 2006. Of these, 181 (91.4%) were low-grade and 17 (8.6%) high-grade GG. Overall, the median age was 36years; approximately 50% of patients were female, and 86.5% Caucasian. Most patients (59%) had near/gross total resection. Radiation and chemotherapy were prescribed in 18 (9.1%) and 11 (5.7%) patients, respectively. Radiation (64.7% versus 3.9%, p<.0001) and chemotherapy (47.1% versus 1.7%, p<.0001) were more frequently given to patients with high-grade tumors than low-grade. The median overall survival of high-grade GG was 44.4months (95% confidence interval [CI]: 10.5-92.5) while the corresponding estimate for low-grade tumors was not reached. Older age (hazard ratio [HR] 1.72, 95% CI: 1.26-2.34) and high tumor grade (HR 3.91, 95% CI: 1.43-10.8) were found to be associated with poor survival. Adult GG have a temporal lobe predilection and overall gross total resection rate of 59%. Older patients with high-grade tumors had an increased hazard of mortality. High-grade GG were significantly more likely to be treated with radiation therapy and chemotherapy.
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Affiliation(s)
- Kunal Varshneya
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Department of Neurosurgery, Cedars-Sinai Medical Center, Advanced Health Sciences Pavilion, 127 S. San Vicente Boulevard, Suite A6600, Los Angeles, CA 90048, USA
| | - J Manuel Sarmiento
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Department of Neurosurgery, Cedars-Sinai Medical Center, Advanced Health Sciences Pavilion, 127 S. San Vicente Boulevard, Suite A6600, Los Angeles, CA 90048, USA
| | - Miriam Nuño
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Department of Neurosurgery, Cedars-Sinai Medical Center, Advanced Health Sciences Pavilion, 127 S. San Vicente Boulevard, Suite A6600, Los Angeles, CA 90048, USA
| | - Carlito Lagman
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Department of Neurosurgery, Cedars-Sinai Medical Center, Advanced Health Sciences Pavilion, 127 S. San Vicente Boulevard, Suite A6600, Los Angeles, CA 90048, USA
| | - Debraj Mukherjee
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Department of Neurosurgery, Cedars-Sinai Medical Center, Advanced Health Sciences Pavilion, 127 S. San Vicente Boulevard, Suite A6600, Los Angeles, CA 90048, USA
| | - Karla Nuño
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Department of Neurosurgery, Cedars-Sinai Medical Center, Advanced Health Sciences Pavilion, 127 S. San Vicente Boulevard, Suite A6600, Los Angeles, CA 90048, USA
| | - Harish Babu
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Department of Neurosurgery, Cedars-Sinai Medical Center, Advanced Health Sciences Pavilion, 127 S. San Vicente Boulevard, Suite A6600, Los Angeles, CA 90048, USA
| | - Chirag G Patil
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Department of Neurosurgery, Cedars-Sinai Medical Center, Advanced Health Sciences Pavilion, 127 S. San Vicente Boulevard, Suite A6600, Los Angeles, CA 90048, USA.
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Lagman C, Varshneya K, Sarmiento JM, Turtz AR, Chitale RV. Proposed Diagnostic Criteria, Classification Schema, and Review of Literature of Notochord-Derived Ecchordosis Physaliphora. Cureus 2016; 8:e547. [PMID: 27158576 PMCID: PMC4854633 DOI: 10.7759/cureus.547] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Ecchordosis physaliphora (EP) is a benign notochordal remnant derived from ectopic nests found along the craniospinal axis. It typically presents asymptomatically and is diagnosed using classic radiologic features, particularly location, T1-hypointensity, T2-hyperintensity, and lack of enhancement following gadolinium (Gd) contrast administration. Distinguishing EP from its malignant counterpart, chordoma, is of paramount importance, given the aggressive nature of the latter. Advances in imaging and immunohistochemistry have aided in diagnosis to an extent but, to our knowledge, identification of the genetic fingerprint of EP has yet to take place. Further cytological analysis of these lesions in search of a genetic link is warranted. We propose here a set of diagnostic criteria based on features consistently cited in the literature. In this literature review, 23 case reports were identified and collated into a summary of symptomatic cases of ecchordosis physaliphora. An illustrative case report of two patients was also included.
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Affiliation(s)
- Carlito Lagman
- Department of Neurosurgery, Cooper Neurological Institute, Cooper University Hospital
| | - Kunal Varshneya
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Cedars-Sinai Medical Center
| | | | - Alan R Turtz
- Department of Neurosurgery, Cooper Neurological Institute, Cooper University Hospital
| | - Rohan V Chitale
- Department of Neurological Surgery, Vanderbilt University Medical Center
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Abstract
OBJECT Head trauma is the leading cause of death in abused children, particularly prior to the age of 2 years. An awareness of factors associated with this condition as well as with a higher risk of mortality is important to improve outcomes and prevent the occurrence of these events. The objective of this study was to evaluate outcomes and factors associated with poor outcomes in infants with diagnosed abusive head trauma (AHT). Patient characteristics, socioeconomic factors, and secondary conditions such as retinal bleeding, contusion, and fractures were considered. METHODS Data were obtained from the Healthcare Cost and Utilization Project of the Agency for Healthcare Research and Quality. From the Kids' Inpatient Database (KID) sample, the authors identified infants no older than 23 months who had been diagnosed with AHT in 2000, 2003, 2006, and 2009. All statistical analyses were conducted in SAS 9.2. Descriptive statistics were provided, and multivariate logistic regression models were applied to evaluate factors associated with mortality and nonroutine discharge. RESULTS A total of 5195 infants were analyzed in this study. Most infants (85.5%) had ages ranging between 0 and 11 months and were male (61.6%). Overall mortality was 10.8%, with a rate of 9.8% in the 0- to 11-month-old cohort and 16.5% in the 12- to 23-month-olds (p = 0.0003). The overall nonroutine discharge rate of 25.6% increased significantly from 23.3% to 39.0% with increasing age (0-11 vs 12-23 months of age, p < 0.0001). Assuming a multivariate model that adjusted for multiple confounders, the authors found that older infants (12-23 vs 0-11 months, OR 1.81, 95% CI 1.18-2.77) with a secondary diagnosis of retinal bleeding (OR 2.85, 95% CI 2.02-4.00) or shaken baby syndrome (OR 2.09, 95% CI 1.48-2.94) had an increased risk of mortality; these factors were similarly associated with an increased odds of a nonroutine discharge. A higher income ($30,001-$35,000 vs $1-$24,999) was associated with a reduction in the odds of mortality (OR 0.46, 95% CI 0.29-0.72). In the subset of cases (1695 [32.6%]) that specified the perpetrator involved in infant injury, the authors found that the father, stepfather, or boyfriend was most frequently reported (67.4%). A trend for a higher AHT incidence was documented in the early ages (peak at 2 months) compared with older ages. CONCLUSIONS Despite the higher incidence of AHT among infants during the earlier months of life, higher mortality was documented in the 12- to 23-month-olds. Retinal bleeding and shaken baby syndrome were secondary diagnoses associated with higher mortality and nonroutine discharge. Males (67.4%) were overwhelmingly documented as the perpetrators involved in the injury of these infants.
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Affiliation(s)
- Miriam Nuño
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, California; and
| | - Lindsey Pelissier
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, California; and
| | - Kunal Varshneya
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, California; and
| | - Matthew A Adamo
- Department of Neurosurgery, Albany Medical Center Hospital, Albany, New York
| | - Doniel Drazin
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, California; and
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Varshneya K, Carico C, Ortega A, Patil CG. The Efficacy of Ketogenic Diet and Associated Hypoglycemia as an Adjuvant Therapy for High-Grade Gliomas: A Review of the Literature. Cureus 2015; 7:e251. [PMID: 26180675 PMCID: PMC4494562 DOI: 10.7759/cureus.251] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/27/2015] [Indexed: 01/10/2023] Open
Abstract
Background: A high-fat, low-carbohydrate diet, often referred to as a ketogenic diet (KD), has been suggested to reduce frequency and severity of chronic pediatric and adult seizures. A hypoglycemic state, perpetuated by administration of a KD, has been hypothesized as a potential aid to the current standard treatments of high-grade gliomas. Methods: To understand the effectiveness of the ketogenic diet as a therapy for malignant gliomas, studies analyzing components of a KD were reviewed. Both preclinical and clinical studies were included. The keywords “ketogenic diet, GBM, malignant glioma, hyperglycemia, hypoglycemia” were utilized to search for both abstracts and full articles in English. Overall, 39 articles were found and included in this review. Results: Studies in animal models showed that a KD is able to control tumor growth and increase overall survival. Other pre-clinical studies have suggested that a KD sustains an environment in which tumors respond better to standard treatments, such as chemoradiation. In human cohorts, the KD was well tolerated. Quality of life was improved, compared to a standard, non-calorie or carbohydrate restricted diet. Hyperglycemia was independently associated with diminished survival. Conclusion: Recent clinical findings have demonstrated that induced hypoglycemia and ketogenic diet are tolerable and can potentially be an adjuvant to standard treatments, such as surgery and chemoradiation. Other findings have advocated for KD as a malignant cell growth inhibitor, and indicate that further studies analyzing larger cohorts of GBM patients treated with a KD are needed to determine the breadth of impact a KD can have on GBM treatment.
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Affiliation(s)
- Kunal Varshneya
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Cedars-Sinai Medical Center
| | - Christine Carico
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Cedars-Sinai Medical Center
| | - Alicia Ortega
- Center for Neurosurgical Outcomes Research, Maxine Dunitz Neurosurgical Institute, Cedars-Sinai Medical Center
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