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Does the SORG algorithm generalize to a contemporary cohort of patients with spinal metastases on external validation?

Bongers, Michiel E R; Karhade, Aditya V; Villavieja, Jemma; Groot, Olivier Q; Bilsky, Mark H; Laufer, Ilya; Schwab, Joseph H
BACKGROUND CONTEXT/BACKGROUND:The SORG machine-learning algorithms were previously developed for preoperative prediction of overall survival in spinal metastatic disease. On sub-group analysis of a previous external validation, these algorithms were found to have diminished performance on patients treated after 2010. PURPOSE/OBJECTIVE:The purpose of this study was to assess the performance of these algorithms on a large contemporary cohort of consecutive spinal metastatic disease patients. STUDY DESIGN/SETTING/METHODS:Retrospective study performed at a tertiary care referral center. PATIENT SAMPLE/METHODS:Patients of 18 years and older treated with surgery for metastatic spinal disease between 2014 and 2016. OUTCOME MEASURES/METHODS:Ninety-day and one-year mortality. METHODS:Baseline patient and tumor characteristics of the validation cohort were compared to the development cohort using bivariate logistic regression. Performance of the SORG algorithms on external validation in the contemporary cohort was assessed with discrimination (c-statistic and receiver operating curve), calibration (calibration plot, intercept, and slope), overall performance (Brier score compared to the null-model Brier score), and decision curve analysis. RESULTS:Overall, 200 patients were included with 90-day and 1-year mortality rates of 55 (27.6%) and 124 (62.9%), respectively. The contemporary external validation cohort and the developmental cohort differed significantly on primary tumor histology, presence of visceral metastases, American Spinal Injury Association impairment scale, and preoperative laboratory values. The SORG algorithms for 90-day and 1-year mortality retained good discriminative ability (c-statistic of 0.81 [95% confidence interval [CI], 0.74-0.87] and 0.84 [95% CI, 0.77-0.89]), overall performance, and decision curve analysis. The algorithm for 90-day mortality showed almost perfect calibration reflected in an overall calibration intercept of -0.07 (95% CI: -0.50, 0.35). The 1-year mortality algorithm underestimated mortality mainly for the lowest predicted probabilities with an overall intercept of 0.57 (95% CI: 0.18, 0.96). CONCLUSIONS:The SORG algorithms for survival in spinal metastatic disease generalized well to a contemporary cohort of consecutively treated patients from an external institutional. Further validation in international cohorts and large, prospective multi-institutional trials is required to confirm or refute the findings presented here. The open-access algorithms are available here: https://sorg-apps.shinyapps.io/spinemetssurvival/.
PMID: 32428674
ISSN: 1878-1632
CID: 4715962

Metastatic Spine Disease: Should Patients With Short Life Expectancy Be Denied Surgical Care? An International Retrospective Cohort Study

Dea, Nicolas; Versteeg, Anne L; Sahgal, Arjun; Verlaan, Jorrit-Jan; Charest-Morin, Raphaële; Rhines, Laurence D; Sciubba, Daniel M; Schuster, James M; Weber, Michael H; Lazary, Aron; Fehlings, Michael G; Clarke, Michelle J; Arnold, Paul M; Boriani, Stefano; Bettegowda, Chetan; Laufer, Ilya; Gokaslan, Ziya L; Fisher, Charles G
BACKGROUND:Despite our inability to accurately predict survival in many cancer patients, a life expectancy of at least 3 mo is historically necessary to be considered for surgical treatment of spinal metastases. OBJECTIVE:To compare health-related quality of life (HRQOL) in patients surviving <3 mo after surgical treatment to patients surviving >3 mo to assess the validity of this inclusion criteria. METHODS:Patients who underwent surgery for spinal metastases between August 2013 and May 2017 were retrospectively identified from an international cohort study. HRQOL was evaluated using generic and disease-specific outcome tools at baseline and at 6 and 12 wk postsurgery. The primary outcome was the HRQOL at 6 wk post-treatment measured by the Spine Oncology Study Group Outcomes Questionnaire (SOSGOQ). RESULTS:A total of 253 patients were included: 40 patients died within the first 3 mo after surgery and 213 patients survived more than 3 mo. Patients surviving <3 mo after surgery presented with lower baseline performance status. Adjusted analyses for baseline performance status did not reveal a significant difference in HRQOL between both groups at 6 wk post-treatment. No significant difference in patient satisfaction at 6 wk with regard to their treatment could be detected between both groups. CONCLUSION:When controlled for baseline performance status, quality of life 6 wk after surgery for spinal metastasis is independent of survival. To optimize improvement in HRQOL for this patient population, baseline performance status should take priority over expected survival in the surgical decision-making process.
PMID: 31690935
ISSN: 1524-4040
CID: 4715902

Scoring System to Triage Patients for Spine Surgery in the Setting of Limited Resources: Application to the Coronavirus Disease 2019 (COVID-19) Pandemic and Beyond

Sciubba, Daniel M; Ehresman, Jeff; Pennington, Zach; Lubelski, Daniel; Feghali, James; Bydon, Ali; Chou, Dean; Elder, Benjamin D; Elsamadicy, Aladine A; Goodwin, C Rory; Goodwin, Matthew L; Harrop, James; Klineberg, Eric O; Laufer, Ilya; Lo, Sheng-Fu L; Neuman, Brian J; Passias, Peter G; Protopsaltis, Themistocles; Shin, John H; Theodore, Nicholas; Witham, Timothy F; Benzel, Edward C
BACKGROUND:As of May 4, 2020, the coronavirus disease 2019 (COVID-19) pandemic has affected >3.5 million people and touched every inhabited continent. Accordingly, it has stressed health systems worldwide, leading to the cancellation of elective surgical cases and discussions regarding health care resource rationing. It is expected that rationing of surgical resources will continue even after the pandemic peak and may recur with future pandemics, creating a need for a means of triaging patients for emergent and elective spine surgery. METHODS:Using a modified Delphi technique, a cohort of 16 fellowship-trained spine surgeons from 10 academic medical centers constructed a scoring system for the triage and prioritization of emergent and elective spine surgeries. Three separate rounds of videoconferencing and written correspondence were used to reach a final scoring system. Sixteen test cases were used to optimize the scoring system so that it could categorize cases as requiring emergent, urgent, high-priority elective, or low-priority elective scheduling. RESULTS:The devised scoring system included 8 independent components: neurologic status, underlying spine stability, presentation of a high-risk postoperative complication, patient medical comorbidities, expected hospital course, expected discharge disposition, facility resource limitations, and local disease burden. The resultant calculator was deployed as a freely available Web-based calculator (https://jhuspine3.shinyapps.io/SpineUrgencyCalculator/). CONCLUSIONS:We present the first quantitative urgency scoring system for the triage and prioritizing of spine surgery cases in resource-limited settings. We believe that our scoring system, although not all encompassing, has potential value as a guide for triaging spine surgical cases during the COVID pandemic and post-COVID period.
PMCID:7256646
PMID: 32479913
ISSN: 1878-8769
CID: 4510342

Hypofractionated spinal stereotactic body radiation therapy for high-grade epidural disease

Rothrock, Robert J; Li, Yi; Lis, Eric; Lobaugh, Stephanie; Zhang, Zhigang; McCann, Patrick; Santos, Patricia Mae G; Yang, T Jonathan; Laufer, Ilya; Bilsky, Mark H; Schmitt, Adam; Yamada, Yoshiya; Higginson, Daniel S
OBJECTIVE:To characterize the clinical outcomes when stereotactic body radiation therapy (SBRT) alone is used to treat high-grade epidural disease without prior surgical decompression, the authors conducted a retrospective cohort study of patients treated at the Memorial Sloan Kettering Cancer Center between 2014 and 2018. The authors report locoregional failure (LRF) for a cohort of 31 cases treated with hypofractionated SBRT alone for grade 2 epidural spinal cord compression (ESCC) with radioresistant primary cancer histology. METHODS:High-grade epidural disease was defined as grade 2 ESCC, which is notable for radiographic deformation of the spinal cord by metastatic disease. Kaplan-Meier survival curves and cumulative incidence functions were generated to examine the survival and incidence experiences of the sample level with respect to overall survival, LRF, and subsequent requirement of vertebral same-level surgery (SLS) due to tumor progression or fracture. Associations with dosimetric analysis were also examined. RESULTS:Twenty-nine patients undergoing 31 episodes of hypofractionated SBRT alone for grade 2 ESCC between 2014 and 2018 were identified. The 1-year and 2-year cumulative incidences of LRF were 10.4% (95% CI 0-21.9) and 22.0% (95% CI 5.5-38.4), respectively. The median survival was 9.81 months (95% CI 8.12-18.54). The 1-year cumulative incidence of SLS was 6.8% (95% CI 0-16.0) and the 2-year incidence of SLS was 14.5% (95% CI 0.6-28.4). All patients who progressed to requiring surgery had index lesions at the thoracic apex (T5-7). CONCLUSIONS:In carefully selected patients, treatment of grade 2 ESCC disease with hypofractionated SBRT alone offers a 1-year cumulative incidence of LRF similar to that in low-grade ESCC and postseparation surgery adjuvant hypofractionated SBRT. Use of SBRT alone has a favorable safety profile and a low cumulative incidence of progressive disease requiring open surgical intervention (14.5%).
PMID: 32707555
ISSN: 1547-5646
CID: 4715982

Image guidance in spine tumor surgery

Kelly, Patrick D; Zuckerman, Scott L; Yamada, Yoshiya; Lis, Eric; Bilsky, Mark H; Laufer, Ilya; Barzilai, Ori
Beginning with basic stereotactic operative methods in neurosurgery, intraoperative navigation and image guidance systems have since become the norm in that field. Following the introduction of image guidance into spinal surgery, there has been a dramatic increase in its utilization across disciplines and pathologies. Spine tumor surgery encompasses a wide range of complex surgical techniques and treatment strategies. Similarly to deformity correction and trauma surgery, spine navigation holds potential to improve outcomes and optimize surgical technique for spinal tumors. Recent data demonstrate the applicability of neuro-navigation in the field of spinal oncology, particularly for spinal stabilization, maximizing extent of resection and integration of minimally invasive therapies. The rapid introduction of new, less invasive, and ablative surgical techniques in spine oncology coupled with the rising incidence of spinal metastatic disease make it imperative for spine surgeons to be familiar with the indications for and limitations of imaging guidance. Herein, we provide a practical, current concepts narrative review on the use of spinal navigation in three areas of spinal oncology: (a) extent of tumor resection, (b) spinal column stabilization, and (c) focal ablation techniques.
PMCID:6885094
PMID: 31154546
ISSN: 1437-2320
CID: 4715832

Full endoscopic resection of a lumbar osteoblastoma: technical note

Newman, William C; Vaynrub, Max; Bilsky, Mark H; Laufer, Ilya; Barzilai, Ori
Osteoblastomas are a rare, benign primary bone tumor accounting for 1% of all primary bone tumors, with 40% occurring within the spine. Gross-total resection (GTR) is curative, although depending on location, this can require destabilization of the spine and necessitate instrumented fixation. Through the use of minimally invasive, muscle-sparing approaches, these lesions can be resected while maintaining structural integrity of the spine. The authors present a case report and technical note of a single patient describing the use of a purely endoscopic technique to resect a right L5 superior articulating process osteoblastoma in a 45-year-old woman. The patient underwent an image-guided endoscopic resection of her superior articulating facet osteoblastoma. Intraoperative CT demonstrated GTR. On postoperative examination, she remained neurologically intact with resolution of her pain. At follow-up, she remained pain free. Resection of lumbar osteoblastoma through a fully endoscopic approach was a safe and effective technique in this patient. This technique allowed for GTR without compromising spinal structural integrity, thus eliminating the need for instrumented fixation.
PMID: 32244220
ISSN: 1547-5646
CID: 4715942

No Title [Editorial]

Bilsky, Mark H; Laufer, Ilya
PMID: 32147019
ISSN: 1558-1349
CID: 4715932

The Role of Minimal Access Surgery in the Treatment of Spinal Metastatic Tumors

Barzilai, Ori; Bilsky, Mark H; Laufer, Ilya
Study Design/UNASSIGNED:Literature review. Objective/UNASSIGNED:To provide an overview of the recent advances in minimal access surgery (MAS) for spinal metastases. Methods/UNASSIGNED:Literature review. Results/UNASSIGNED:Experience gained from MAS in the trauma, degenerative and deformity settings has paved the road for MAS techniques for spinal cancer. Current MAS techniques for the treatment of spinal metastases include percutaneous instrumentation, mini-open approaches for decompression and tumor resection with or without tubular/expandable retractors and thoracoscopy/endoscopy. Cancer care requires a multidisciplinary effort and adherence to treatment algorithms facilitates decision making, ultimately improving patient outcomes. Specific algorithms exist to help guide decisions for MAS for extradural spinal metastases. One major paradigm shift has been the implementation of percutaneous stabilization for treatment of neoplastic spinal instability. Percutaneous stabilization can be enhanced with cement augmentation for increased durability and pain palliation. Unlike osteoporotic fractures, kyphoplasty and vertebroplasty are known to be effective therapies for symptomatic pathologic compression fractures as supported by high level evidence. The integration of systemic body radiation therapy for spinal metastases has eliminated the need for aggressive tumor resection allowing implementation of MAS epidural tumor decompression via tubular or expandable retractors and preliminary data exist regarding laser interstitial thermal therapy and radiofrequency ablation for tumor control. Neuronavigation and robotic systems offer increased precision, facilitating the role of MAS for spinal metastases. Conclusions/UNASSIGNED:MAS has a significant role in the treatment of spinal metastases. This review highlights the current utilization of minimally invasive surgical strategies for treatment of spinal metastases.
PMCID:7263343
PMID: 32528811
ISSN: 2192-5682
CID: 4715972

Neurologic, Oncologic, Mechanical, and Systemic and Other Decision Frameworks for Spinal Disease

Newman, William Christopher; Laufer, Ilya; Bilsky, Mark H
The incidence of metastatic spinal disease is increasing as systemic treatment options are improving and concurrently increasing the life expectancy of patients, and the interventions are becoming increasingly complex. Treatment decisions are also complicated by the increasing armamentarium of surgical treatment options. Decision-making frameworks such as NOMS (neurologic, oncologic, mechanical, and systemic) help guide practitioners in their decision making and provide a structure that would be readily adaptable to the evolving landscape of systemic, surgical, and radiation treatments. This article describes these decision-making frameworks, discusses their relative benefits and shortcomings, and details our approach to treating these complex patients.
PMID: 32147008
ISSN: 1558-1349
CID: 4715912

Minimally Invasive Surgery Strategies: Changing the Treatment of Spine Tumors

Barzilai, Ori; Robin, Adam M; O'Toole, John E; Laufer, Ilya
Innovation in surgical technique and contemporary spinal instrumentation paired with intraoperative navigation/imaging concepts allows for safer and less-invasive surgical approaches. The combination of stereotactic body radiotherapy, contemporary surgical adjuncts, and less-invasive techniques serves to minimize blood loss, soft tissue injury, and length of hospital stay without compromising surgical efficacy, potentially enabling patients to begin adjuvant treatment sooner.
PMCID:7703710
PMID: 32147011
ISSN: 1558-1349
CID: 4715922