Developing Mixed-Effects Models to Compare the Predictive Ability of Various Comorbidity Indices in a Contemporary Cohort of Patients Undergoing Lumbar Fusion
BACKGROUND AND OBJECTIVE: As incidence of operative spinal pathology continues to grow, so do the rates of lumbar spinal fusion procedures. Comorbidity indices can be used preoperatively to predict potential complications. However, there is a paucity of research defining the optimal comorbidity indices in patients undergoing spinal fusion surgery. We aimed to use modeling strategies to evaluate the predictive validity of various comorbidity indices and combinations thereof. METHODS: Patients who underwent spinal fusion were queried using data from the Nationwide Readmissions Database for the years 2016 through 2019. Using comorbidity indices as predictor variables, receiver operating characteristic curves were developed for pertinent complications such as mortality, nonroutine discharge, top-quartile cost, top-quartile length of stay, and 30-day readmission. RESULTS: A total of 750 183 patients were included. Nonroutine discharges occurred in 161 077 (21.5%) patients. The adjusted all-payer cost for the procedure was $37 616.97 ± $27 408.86 (top quartile: $45 409.20), and the length of stay was 4.1 ± 4.4 days (top quartile: 8.1 days). By comparing receiver operating characteristics of various models, it was found that models using Frailty + Elixhauser Comorbidity Index (ECI) as the primary predictor performed better than other models with statistically significant P -values on post hoc testing. However, for prediction of mortality, the model using Frailty + ECI was not better than the model using ECI alone ( P = .23), and for prediction of all-payer cost, the ECI model outperformed the models using frailty alone ( P < .0001) and the model using Frailty + ECI ( P < .0001). CONCLUSION: This investigation is the first to use big data and modeling strategies to delineate the relative predictive utility of the ECI and Johns Hopkins Adjusted Clinical Groups comorbidity indices for the prognostication of patients undergoing lumbar fusion surgery. With the knowledge gained from our models, spine surgeons, payers, and hospitals may be able to identify vulnerable patients more effectively within their practice who may require a higher degree of resource utilization.
The association of thromboembolic complications and the use of tranexamic acid during resection of intracranial meningiomas: systematic review and meta-analysis of randomized controlled trials
OBJECTIVE Antifibrinolytics, such as tranexamic acid (TXA), have been shown to decrease intraoperative blood loss across multiple surgical disciplines. However, they carry the theoretical risk of thromboembolic events secondary to induced hypercoagulability. Therefore, the aim of this study was to systematically review the available literature and perform a meta-analysis on the use of TXA in meningioma resection to assess thromboembolic risks. METHODS The PubMed, Web of Science, and Google Scholar databases were reviewed for all randomized controlled trials presenting primary data on TXA use during resection of intracranial meningiomas. Data were gathered on operative duration, venous thromboembolic complications, deep venous thrombosis, use of allogeneic blood transfusion, estimated blood loss (EBL), and postoperative hemoglobin. Patients who received TXA were compared with controls who did not receive TXA intraoperatively using random-effects models. RESULTS A total of 508 unique articles were identified, of which 493 underwent full-text review. Ultimately, 6 studies with 381 total patients (190 receiving TXA) were included in the final analysis. All 6 trials were randomized, blinded, and placebo controlled with a TXA administration rate of a 20-mg/kg load followed by a 1-mg/kg/hr infusion. All studies were performed in lower-middle-income countries. There were no reported instances of venous thromboembolism (VTE) in the TXA and non-TXA cohorts. Patients receiving TXA exhibited fewer allogeneic transfusions (21.5% vs 41.6% [OR 0.26, 95% CI 0.09–0.77], p = 0.02) and lower EBL (MD −282.48 mL [95% CI −367.77 to −197.20 mL], p < 0.001) compared with patients who did not receive TXA, and they also had lower rates of perioperative complications (10.7% vs 19.9% [OR 0.47, 95% CI 0.2–0.95], p = 0.04). CONCLUSIONS Current literature suggests that TXA is not associated with increased risk for VTE when administered during resection of intracranial meningioma. TXA appears to decrease intraoperative blood loss and allogeneic transfusion requirements during meningioma resection and thus may improve the safety of surgical management of this pathology.
Assessing the Quality of Recruitment Information on Skull Base Surgical Fellowship Program Websites
Abstract Introduction The American Association of Neurological Surgeons (AANS), North American Skull Base Society (NASBS), American Rhinologic Society (ARS), and American Neurotology Society (ANS) fellowship directories are important information repositories for skull base surgical fellowship programs. However, there is limited research on the amount and depth of information available through these resources. The objective of the present study is to assess Web site accessibility and information availability for individual fellowship programs listed within the AANS, NASBS, ARS, and ANS fellowship directories. Methods Lists of all accredited skull base surgical programs were obtained from the AANS and NASBS fellowship directories. Duplications in listed programs were removed, and systematic queries via an online search engine were conducted to identify fellowship Web sites. From each available Web site, information pertaining to 24 different variables was collected and organized into two categories—recruitment and education. Differences in the availability of information on recruitment and education were then compared across Web sites and contextualized relative to other surgical specialties. Results After excluding duplicates, 113 fellowship programs were identified, of which 99 (87.6%) had accessible Web sites. Of the 48 listed by the NASBS, direct Web site links were available for 33 (68.8%), email contacts were accessible for 32 (66.7%), and phone numbers were listed for 6 (12.5%). Of the 39 programs listed by the AANS, none included Web site links, 38 (97.4%) provided an email contact, and 39 (100%) listed a departmental contact telephone number. All 28 (100%) programs listed by the ANS provided a phone and email contact in addition to a Web site link to each institutional Web site. Of the 33 programs listed by the ARS, 29 (88%) had a departmental contact telephone number, 31 (94%) had an email contact available, and 4 (12%) had a program Web site link directly available from the database Web site. Of the 99 total programs, fellowship Web sites displayed an average of 5.46 (42.0%) of the 13 recruitment features and 4.80 (42.6%) of the 11 education features. Programs in the geographic Northeast were significantly less likely to present information pertaining to recruitment (p = 0.023). Furthermore, programs in geographic Northeast and West were significantly less likely to present information focused on surgical training and/or education (p = 0.006). Conclusion Although many skull base fellowship programs have maintained comprehensive program Web sites, certain critical aspects remain deficient, and some programs provide little to no information. Providing more detailed information about programs can prove mutually beneficial for fellowship program directors and candidates.
Surgical Intervention for Primary B-cell Lymphoma of the Spine
Study Design: Systematic review and meta-analysis. Objective: To perform a systematic review of the clinical symptoms, radiographic findings, and outcomes after spinal decompression in B-cell lymphoma. Summary of Background Data: B-cell lymphoma is a potential cause of spinal cord compression that presents ambiguously with nonspecific symptoms and variable imaging findings. Surgical decompression is a mainstay for both diagnosis and management, especially in patients with acute neurological deficits; however, the efficacy of surgical intervention compared with nonoperative management is still unclear. Methods: The databases of Medline, PubMed, and the Cochrane Database of Systemic Reviews were queried for all articles reporting spinal B-cell lymphoma. Data on presenting symptoms, treatments, survival outcomes, and histologic markers were extracted. Using the R software “survival” package, we generated bivariate and multivariate Cox survival regression models and Kaplan-Meier curves. Results: In total, 65 studies were included with 72 patients diagnosed with spinal B-cell lymphoma. The mean age was 56.22 (interquartile range: 45.00–70.25) with 68% of patients being males and 4.2% of patients being immunocompromised. Back pain was the most common symptom (74%), whereas B symptoms and cauda equina symptoms were present in 6% and 29%, respectively. The average duration of symptoms before presentation was 3.81 months (interquartile range: 0.45–3.25). The most common location was the thoracic spine (53%), with most lesions being hyperintense (28%) on T2 magnetic resonance imaging. Surgical resection was performed in 83% of patients. Symptoms improved in 91% of patients after surgery and in 80% of patients treated nonoperatively. For all 72 patients, the overall survival at 1 and 5 years was 85% (95% CI: 0.749–0.953; n = 72) and 66% (95% CI: 0.512–0.847; n = 72), respectively. Conclusion: Although surgery is usually offered in patients with acute spinal cord compression from B-cell lymphoma, chemotherapy and radiation alone offer a hopeful alternative to achieve symptomatic relief, particularly in patients who are unable to undergo surgery.
SDPS-01 DEVELOPMENT OF A WEB-BASED CALCULATOR APPLICATION FOR PREDICTING SHORT- AND LONG-TERMSURVIVAL IN PEDIATRIC OPTIC PATHWAY GLIOMA: A POPULATION-BASED DATABASE ANALYSIS
Abstract Optic pathway gliomas (OPG) are generally low-grade lesions arising from the astrocytes of the visual pathway, most commonly of the optic nerves and chiasm. Uncertainty remains regarding the optimal management of this patient population. We sought to leverage population-level data from the Surveillance, Epidemiology, and End Results program database to develop a predictive calculator for overall survival (OS) amongst pediatric patients with OPG. A total of 1,052 patients who had been diagnosed with OPG were included. Multivariate cox proportional hazard model demonstrated patients of “other” race (hazard ratio [HR]=4.109, 95% confidence interval [CI] 1.076-15.694, p=0.039) exhibited a decreased overall survival, while patients with a median household income ≥$55,000 (HR=0.172, 95% CI 0.065-0.457, <0.001) and those who underwent subtotal resection (HR=3.549, 95% CI 1.092-13.364, p=0.047) had a higher overall survival rate. An online, interactive survival prediction tool (https://spine.shinyapps.io/optic_glioma/) was created to estimate 5-, 10-, and 15-year overall survival probability as well as median survival months. C-index was 0.722 (95% CI 0.642-0.776) for the training set and 0.745 (95% CI 0.661-0.790) for the validation set. Good concordance between the predicted probability and the actual probability of the dataset was also observed. This calculator may serve as a useful clinical tool during patient counseling. Further investigations aimed at developing calculators of visual acuity preservation and progression-free survival are merited; progress toward this end will benefit from continued multicenter collaborations.
Retrospective single-surgeon study of prone versus lateral robotic pedicle screw placement: a CT-based assessment of accuracy
OBJECTIVE Lateral lumbar interbody fusion including anterior-to-psoas oblique lumbar interbody fusion has conventionally relied on pedicle screw placement (PSP) for construct stabilization. Single-position surgery with lumbar interbody fusion in the lateral decubitus position with concomitant PSP has been associated with increased operative efficiency. What remains unclear is the accuracy of PSP with robotic guidance when compared with the more familiar prone patient positioning. The present study aimed to compare robot-assisted screw placement accuracy between patients with instrumentation placed in the prone and lateral positions. METHODS The authors identified all consecutive patients treated with interbody fusion and PSP in the prone or lateral position by a single surgeon between January 2019 and October 2022. All pedicle screws placed were analyzed using CT scans to determine appropriate positioning according to the Gertzbein-Robbins classification grading system (grade C or worse was considered as a radiographically significant breach). Multivariate logistic regression models were constructed to identify risk factors for the occurrence of a radiographically significant breach. RESULTS Eighty-nine consecutive patients (690 screws) were included, of whom 46 (477 screws) were treated in the prone position and 43 (213 screws) in the lateral decubitus position. There were fewer breaches in the prone (n = 13, 2.7%) than the lateral decubitus (n = 15, 7.0%) group (p = 0.012). Nine (1.9%) radiographically significant breaches occurred in the prone group compared with 10 (4.7%) in the lateral decubitus group (p = 0.019), for a prone versus lateral decubitus PSP accuracy rate of 98.1% versus 95.3%. There were no significant differences in BMI between prone versus lateral decubitus cohorts (30.1 vs 29.6) or patients with screw breach versus those without (31.2 vs 29.5). In multivariate models, the prone position was the only significant protective factor for screw accuracy; no other significant risk factors for screw breach were identified. CONCLUSIONS The present data suggest that pedicle screws placed with robotic assistance have higher placement accuracy in the prone position. Further studies will be needed to validate the accuracy of PSP in the lateral position as single-position surgery becomes more commonplace in the treatment of spinal disorders.
Robot-assisted percutaneous pedicle screw placement accuracy compared with alternative guidance in lateral single-position surgery: a systematic review and meta-analysis
OBJECTIVE While single-position surgery (SPS) eliminates the need for patient repositioning, the placement of screws in the unconventional lateral position poses unique challenges related to asymmetry relative to the surgical table. Use of robotic guidance or intraoperative navigation can help to overcome this. The aim of this study was to compare the relative accuracies offered by these various navigation modalities for pedicle screws placed in lateral SPS. METHODS According to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, the PubMed/Medline, Embase, and Cochrane Library databases were queried for studies reporting pedicle screw placement accuracy using fluoroscopic, CT-navigated, O-arm, or robotic guidance in lateral SPS, and a systematic review and meta-analysis was performed. Included studies all compared evaluated screw placement accuracy in lateral SPS using a single navigation method. Quality assessment was performed using the Grading of Recommendations Assessment, Development and Evaluation (GRADE) system; risk of bias was assessed using the Newcastle-Ottawa Scale and the Joanna Briggs Institute checklist. The primary outcome, rate of pedicle screw breach, was analyzed using random-effects meta-analysis. RESULTS Eleven studies were included comprising 548 patients who underwent the placement of instrumentation with 2488 screws. For the fluoroscopic, CT-navigated, O-arm, and robotic guidance cohorts, there were 3, 2, 3, and 3 studies, respectively. Breach rates by modality were as follows: fluoroscopic guidance (6.6%), CT navigation (4.7%), O-arm (3.9%), and robotic guidance (3.9%). Random-effects meta-analysis showed a significant difference between studies, with an overall breach rate of 4.9% (95% CI 3.1%–7.5%; p < 0.001); however, testing for subgroup differences failed to show a significant difference between guidance modalities (QM = 0.69, df = 3; p = 0.88). Heterogeneity between studies was significant (I2 = 79.0%, τ2 = 0.41, χ2 = 47.65, df = 10; p < 0.001). CONCLUSIONS Robotic guidance of screws is noninferior to alternative guidance modalities in lateral SPS; however, additional prospective studies directly comparing different guidance types are merited.
LGG-01. DEVELOPMENT OF A WEB-BASED CALCULATOR APPLICATION FOR PREDICTING SHORT- AND LONG-TERMSURVIVAL IN PEDIATRIC OPTIC PATHWAY GLIOMA: A POPULATION-BASED DATABASE ANALYSIS
Abstract Optic pathway gliomas (OPG) are generally low-grade lesions arising from the astrocytes of the visual pathway, most commonly of the optic nerves and chiasm. Uncertainty remains regarding the optimal management of this patient population. We sought to leverage population-level data from the Surveillance, Epidemiology, and End Results program database to develop a predictive calculator for overall survival (OS) amongst pediatric patients with OPG. A total of 1,052 patients who had been diagnosed with OPG were included. Multivariate cox proportional hazard model demonstrated patients of “other” race (hazard ratio [HR]=4.109, 95% confidence interval [CI] 1.076-15.694, p=0.039) exhibited a decreased overall survival, while patients with a median household income ≥$55,000 (HR=0.172, 95% CI 0.065-0.457, <0.001) and those who underwent subtotal resection (HR=3.549, 95% CI 1.092-13.364, p=0.047) had a higher overall survival rate. An online, interactive survival prediction tool (https://spine.shinyapps.io/optic_glioma/) was created to estimate 5-, 10-, and 15-year overall survival probability as well as median survival months. C-index was 0.722 (95% CI 0.642-0.776) for the training set and 0.745 (95% CI 0.661-0.790) for the validation set. Good concordance between the predicted probability and the actual probability of the dataset was also observed. This calculator may serve as a useful clinical tool during patient counseling. Further investigations aimed at developing calculators of visual acuity preservation and progression-free survival are merited; progress toward this end will benefit from continued multicenter collaborations.
Abstract Number ‐ 281: Clinical and Epidemiological Characteristics of Moyamoya Disease Presenting with Concomitant Autoimmune Conditions
Introduction Moyamoya disease was first described in the 1950’s. After over six decades, however, the underlying etiology of Moyamoya still remains unknown. It has been postulated that underlying inflammatory or autoimmune (AI) processes may play a role in the development of this condition. In order to further investigate this hypothesis, we studied the clinical and epidemiological attributes of patients with concurrent Moyamoya disease and AI condition(s). Methods A systematic review was performed including studies reporting patient level data of Moyamoya disease and concomitant autoimmune disease. Relevant studies were identified using Preferred reporting Items for Systematic Reviews and Meta‐Analysis criteria. Results There were 739 results of which 149 were included in this study. The first reports of concurrent Moyamoya and AI occurred in 1991 and involved 2 cases of Moyamoya and associated Graves’ disease. These patients were treated with antithyroid medication alone and showed improvement. Altogether, our search yielded a total of 257 patients (192 females, 48 males, 17 unspecified). A total of 158 cases were reported as “Moyamoya Disease” and 99 were reported as “Moyamoya Syndrome/Vasculopathy.” Most cases were ischemic (175 ischemic, 15 hemorrhagic) in nature. Bilaterality of the disease was reported in 130 cases, unilaterality in 34 cases. The most commonly reported ethnicity was Chinese (26 cases), followed by Japanese (17 cases), and Korean (17 cases). The most common co‐presenting AI conditions were Graves’ disease (150 cases, 58.4%), Lupus (26 cases, 10.1%), antiphospholipid syndrome (19 cases, 7.4%), Type 1 Diabetes (19 cases, 7.4%), and Multiple Sclerosis (7 cases, 2.7%). Conclusions There are numerous reports describing patients diagnosed with Moyamoya in addition to coexisting AI conditions. Our study shows that the demographic characteristics of co‐presentation align with the common autoimmune (female predominance) and Moyamoya (high east Asian prevalence) attributes. These results warrant further investigation into a possible causal or synergistic relationship between Moyamoya and AI disease.
Abstract Number ‐ 212: Endovascular vs. Open Surgery for Craniocervical Junction Dural Arteriovenous Fistulas: Assessing Safety and Efficacy
Introduction Arteriovenous fistulas at the craniocervical junction (CCAVFs) are challenging to treat due to variation in angioarchitecture and shunting sites. No consensus exists as to whether open surgery or endovascular approaches are better in regards to outcomes, complications, and need for reintervention. As such, weexplore the efficacy, outcomes, and complications of endovascular versus open surgery for dural arteriovenous fistulas at the craniocervical junction. Methods A systematic review was performed using the EMBASE, PubMed,and Cochrane databases in April 2022. MeSH search terms included (craniocervical) AND (arteriovenous OR fistula OR AVF). Inclusion criteria were defined as patients with CCAVFs who were treated with open surgery or endovascular therapy with reported clinical outcomes at 6 months or later. Results A total of 357 studies were screened; of which 75 were included. A total of 416 patients (309 males, 91 females) were included with an average age of 61.9 years. A total of 236 patients underwent surgery (mean age: 61.5), 71 patients underwent embolization (mean age: 62.6), and 25 patients underwent a combination (mean age: 54.7). Outcomes were reported in 39 surgery cases (mean follow up time: 31.4 months), and 54 endovascular cases (mean follow up time: 24.2 months). Within the open surgery group 47 (57.3%) had complete symptom resolution, 23 (28%) had symptom improvement or stabilization, 11 (13.4%) permanent deficit, and 1 (1.2%) resulted in death. Within the endovascular group 26 (56.5%) had complete symptom resolution, 5 (10.9%) had symptom improvement or stabilization, 15 (32.6%) permanent deficit, and 0 (0%) resulted in death. Conclusions Open surgery and embolization yield comparable symptomatic improvement and stabilization. However, the rate of permanent deficits is higher withembolization, while mortality is higher with open surgery. Further studies are required to better associate these outcomes to baseline parameters including treatment decision making, size of the lesion, patient age, and co‐morbidities.