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Antithrombotic Therapy In Cerebral Cavernous Malformations: A Systematic Review, Meta-Analysis, And Network Meta-Analysis, Basel Musmar, Hamza Salim, Jihad Abdelgadir, Samantha Spellicy, Nimer Adeeb, Ali Zomorodi, Allan Friedman, Issam Awad, Pascal Jabbour, David Hasan

Department of Neurosurgery Faculty Papers

BACKGROUND: Cerebral cavernous malformations are complex vascular anomalies in the central nervous system associated with a risk of intracranial hemorrhage. Traditional guidelines have been cautious about the use of antithrombotic therapy in this patient group, citing concerns about potential bleeding risk. However, recent research posits that antithrombotic therapy may actually be beneficial. This study aims to clarify the association between antithrombotic therapy, including antiplatelet and anticoagulant medications, and the risk of intracranial hemorrhage in patients with cerebral cavernous malformations.

METHODS AND RESULTS: A comprehensive literature search was conducted in PubMed, Web of Science, and Scopus databases, following Preferred Reporting Items …

Autologous Cell Immunotherapy (Igv-001) With Igf-1r Antisense Oligonucleotide In Newly Diagnosed Glioblastoma Patients, Ian Y. Lee, Simon Hanft, Michael Schulder, Kevin D. Judy, Eric T. Wong, J. Bradley Elder, Linton T. Evans, Mario Zuccarello, Julian Wu, Sonikpreet Aulakh, Vijay Agarwal, Rohan Ramakrishna, Brian J. Gill, Alfredo Quiñones-Hinojosa, Cameron Brennan, Brad E. Zacharia, Carlos Eduardo Silva Correia, Madhavi Diwanji, Gregory K. Pennock, Charles Scott, Raul Perez-Olle, David W. Andrews, John A. Boockvar

Department of Neurosurgery Faculty Papers

Standard-of-care first-line therapy for patients with newly diagnosed glioblastoma (ndGBM) is maximal safe surgical resection, then concurrent radiotherapy and temozolomide, followed by maintenance temozolomide. IGV-001, the first product of the Goldspire™ platform, is a first-in-class autologous immunotherapeutic product that combines personalized whole tumor-derived cells with an antisense oligonucleotide (IMV-001) in implantable biodiffusion chambers, with the intent to induce a tumor-specific immune response in patients with ndGBM. Here, we describe the design and rationale of a randomized, double-blind, phase IIb trial evaluating IGV-001 compared with placebo, both followed by standard-of-care treatment in patients with ndGBM. The primary end point is progression-free …

Demographics And Paindetect As Predictors Of 24-Month Outcomes For 10 Khz Scs In Nonsurgical Refractory Back Pain, Leonardo Kapural, Chengyuan Wu, Aaron Calodney, Julie Pilitsis, Markus Bendel, Erika Petersen, Dawood Sayed, Colleen Kelly, Rose Province-Azalde, Naresh P. Patel

Department of Neurosurgery Faculty Papers

BACKGROUND: Nonsurgical refractory back pain (NSRBP) is broadly defined as chronic refractory back pain in patients who have not had previous spine surgery and, because they are deemed inappropriate candidates for surgery, are reliant on conventional medical management (CMM), which often provides poor long-term outcomes. High-frequency spinal cord stimulation (10kHz SCS) has demonstrated high rates of pain relief and improvements in functioning in patients with NSRBP. However, despite the use of temporary trial stimulation to select patients who will respond to therapy, some patients fail to achieve long-term therapy response with permanent implants. Prediction analysis founded on patients' baseline characteristics …

Characteristic Dynamic Functional Connectivity During Sevoflurane-Induced General Anesthesia, J. Miao, M. Tantawi, Mahdi Alizadeh, Sara Thalheimer, Faezeh Vedaei, Victor Romo, Feroze B. Mohamed, Chengyuan Wu

Department of Neurosurgery Faculty Papers

General anesthesia (GA) during surgery is commonly maintained by inhalational sevoflurane. Previous resting state functional MRI (rs-fMRI) studies have demonstrated suppressed functional connectivity (FC) of the entire brain networks, especially the default mode networks, transitioning from the awake to GA condition. However, accuracy and reliability were limited by previous administration methods (e.g. face mask) and short rs-fMRI scans. Therefore, in this study, a clinical scenario of epilepsy patients undergoing laser interstitial thermal therapy was leveraged to acquire 15 min of rs-fMRI while under general endotracheal anesthesia to maximize the accuracy of sevoflurane level. Nine recruited patients had fMRI acquired during …

Durable Responses At 24 Months With High-Frequency Spinal Cord Stimulation For Nonsurgical Refractory Back Pain, Naresh P. Patel, Jessica Jameson, Curtis Johnson, Daniel Kloster, Aaron Calodney, Peter Kosek, Julie Pilitsis, Markus Bendel, Erika Petersen, Chengyuan Wu, Taissa Cherry, Shivanand Lad, Cong Yu, Dawood Sayed, Johnathan Goree, Mark K. Lyons, Andrew Sack, Diana Bruce, Manish Bharara, Rose Province-Azalde, David Caraway, Leonardo Kapural

Department of Neurosurgery Faculty Papers

OBJECTIVE: The objective of this study was to evaluate the 24-month durability of pain relief, function, quality of life, and safety outcomes for patients with nonsurgical refractory back pain (NSRBP) treated with high-frequency spinal cord stimulation (SCS) within a large, national, multicenter randomized controlled trial (RCT).

METHODS: Following the completion of an RCT comparing high-frequency SCS plus CMM with CMM alone for the treatment of NSRBP, patients gave additional consent for a follow-up extension to 24 months. Presented is the cohort analysis of all patients treated with high-frequency SCS following the optional crossover at 6 months. The outcomes assessed to …

Neurologic Outcomes For Adult Spinal Cord Ependymomas Stratified By Tumor Location: A Retrospective Cohort Study And 2-Year Outlook, Keanu Chee, Grégoire P Chatain, Michael W Kortz, Stephanie Serva, Keshari Shrestha, Timothy H Ung, Jens-Peter Witt, Michael Finn

Department of Neurosurgery Faculty Papers

Determine whether craniocaudal spinal cord tumor location affects long-term neurologic outcomes in adults diagnosed with spinal ependymomas (SE). A retrospective cohort analysis of patients aged ≥ 18 years who underwent surgical resection for SE over a ten-year period was conducted. Tumor location was classified as cervical, thoracic, or lumbar/conus. Primary endpoints were post-operative McCormick Neurologic Scale (MNS) scores at < 3 days, 6 weeks, 1 year, and 2 years. One-way ANOVA was performed to detect significant differences in MNS scores between tumor locations. Twenty-eight patients were identified. The average age was 44.2 ± 15.4 years. Sixteen were male, and 13 were female. There were 10 cervical-predominant SEs, 13 thoracic-predominant SEs, and 5 lumbar/conus-predominant SEs. No significant differences were observed in pre-operative MNS scores between tumor locations (p = 0.73). One-way ANOVA testing demonstrated statistically significant differences in post-operative MNS scores between tumor locations at < 3 days (p = 0.03), 6 weeks (p = 0.009), and 1 year (p = 0.003); however, no significant difference was observed between post-operative MNS scores at 2 years (p = 0.13). The mean MNS score for patients with thoracic SEs were higher at all follow-up time points. Tumors arising in the thoracic SE are associated with worse post-operative neurologic outcomes in comparison to SEs arising in other spinal regions. This is likely multifactorial in etiology, owing to both anatomical differences including spinal cord volume as well as variations in tumor characteristics. No significant differences in 2-year MNS scores were observed, suggesting that patients ultimately recover from neurological insult sustained at the time of surgery.

Global Outcomes For Microsurgical Clipping Of Unruptured Intracranial Aneurysms: A Benchmark Analysis Of 2245 Cases, Richard Drexler, Thomas Sauvigny, Tobias F. Pantel, Franz L. Ricklefs, Joshua S. Catapano, John E. Wanebo, Michael T. Lawton, Aminaa Sanchin, Nils Hecht, Peter Vajkoczy, Kunal Raygor, Daniel Tonetti, Adib Abla, Kareem El Naamani, Stavropoula I. Tjoumakaris, Pascal Jabbour, Brian T. Jankowitz, Mohamed M. Salem, Jan-Karl Burkhardt, Arthur Wagner, Maria Wostrack, Jens Gempt, Bernhard Meyer, Michael Gaub, Justin R. Mascitelli, Philippe Dodier, Gerhard Bavinzski, Karl Roessler, Nico Stroh, Matthias Gmeiner, Andreas Gruber, Eberval G. Figueiredo, Antonio Carlos Samaia Da Silva Coelho, Anatoliy V. Bervitskiy, Egor D. Anisimov, Jamil A. Rzaev, Harald Krenzlin, Naureen Keric, Florian Ringel, Dougho Park, Mun-Chul Kim, Eleonora Marcati, Marco Cenzato, Manfred Westphal, Lasse Dührsen

Department of Neurosurgery Faculty Papers

BACKGROUND AND OBJECTIVES: Benchmarks represent the best possible outcome and help to improve outcomes for surgical procedures. However, global thresholds mirroring an optimal and reachable outcome for microsurgical clipping of unruptured intracranial aneurysms (UIA) are not available. This study aimed to define standardized outcome benchmarks in patients who underwent clipping of UIA.

METHODS: A total of 2245 microsurgically treated UIA from 15 centers were analyzed. Patients were categorized into low- ("benchmark") and high-risk ("nonbenchmark") patients based on known factors affecting outcome. The benchmark was defined as the 75th percentile of all centers' median scores for a given outcome. Benchmark outcomes …

A Biologic-Device Combination Product Delivering Tumor-Derived Antigens Elicits Immunogenic Cell Death-Associated Immune Responses Against Glioblastoma, Christopher Cultrara, Christopher Uhl, Kenneth Kirby, Essam Abed Elrazaq, Amelia Zellander, David W. Andrews, Charles B. Scott, Lorenzo Galluzzi, Mark A. Exley, Jenny Zilberberg

Department of Neurosurgery Faculty Papers

Background IGV-001 is a personalized, autologous cancer cell-based immunotherapy conceived to deliver a tumor-derived antigenic payload in the context of immunostimulatory signals to patients with glioblastoma (GBM). IGV-001 consists of patient-derived GBM cells treated with an antisense oligodeoxynucleotide against insulin-like growth factor 1 receptor (IGF1R) and placed in proprietary biodiffusion chambers (BDCs). The BDCs are then exposed to 5–6 Gy radiation and implanted at abdominal sites for ~48 hours. IGV-001 has previously been shown to be generally safe with promising clinical activity in newly diagnosed GBM patients.

Methods Mouse (m) or human (h) variants of IGV-001 …

Secondary Analysis Of A James Lind Alliance Priority Setting Partnership To Facilitate Knowledge Translation In Degenerative Cervical Myelopathy (Dcm): Insights From Ao Spine Recode-Dcm, Benjamin Davies, Jamie Brannigan, Oliver D. Mowforth, Danyal Khan, Angus G.K. Mcnair, Lindsay Tetreault, Iwan Sadler, Ellen Sarewitz, Bizhan Aarabi, Brian Kwon, Toto Gronlund, Vafa Rahimi-Movaghar, Carl Moritz Zipser, Peter John Hutchinson, Shekar Kurpad, James S. Harrop, Jefferson R. Wilson, James D. Guest, Michael G. Fehlings, Mark R.N. Kotter

Department of Neurosurgery Faculty Papers

OBJECTIVES: To explore whether a James Lind Alliance Priority Setting Partnership could provide insights on knowledge translation within the field of degenerative cervical myelopathy (DCM).

DESIGN: Secondary analysis of a James Lind Alliance Priority Setting Partnership process for DCM.

PARTICIPANTS AND SETTING: DCM stake holders, including spinal surgeons, people with myelopathy and other healthcare professionals, were surveyed internationally. Research suggestions submitted by stakeholders but considered answered were identified. Sampling characteristics of respondents were compared with the overall cohort to identify subgroups underserved by current knowledge translation.

RESULTS: The survey was completed by 423 individuals from 68 different countries. A total …

Cancer Stem Cell Assay-Guided Chemotherapy Improves Survival Of Patients With Recurrent Glioblastoma In A Randomized Trial, Tulika Ranjan, Soma Sengupta, Michael J. Glantz, Richard M. Green, Alexander Yu, Dawit Aregawi, Rekha Chaudhary, Ricky Chen, Mario Zuccarello, Christine Lu-Emerson, Hugh D. Moulding, Neil Belman, Jon Glass, Aaron Mammoser, Mark Anderson, Jagan Valluri, Nicholas Marko, Jason Schroeder, Steven Jubelirer, Frances Chow, Pier Paolo Claudio, Anthony M. Alberico, Seth T. Lirette, Krista L. Denning, Candace M. Howard

Department of Neurosurgery Faculty Papers

Therapy-resistant cancer stem cells (CSCs) contribute to the poor clinical outcomes of patients with recurrent glioblastoma (rGBM) who fail standard of care (SOC) therapy. ChemoID is a clinically validated assay for identifying CSC-targeted cytotoxic therapies in solid tumors.

In a randomized clinical trial (NCT03632135), the ChemoID assay, a personalized approach for selecting the most effective treatment from FDA-approved chemotherapies, improves the survival of patients with rGBM (2016 WHO classification) over physician-chosen chemotherapy. In the ChemoID assay-guided group, median survival is 12.5 months (95% confidence interval [CI], 10.2-14.7) compared with 9 months (95% CI, 4.2-13.8) in the physician-choice group (p = …

Lived Experience-Centred Word Clouds May Improve Research Uncertainty Gathering In Priority Setting Partnerships, Oliver D. Mowforth, Lance Burn, Danyal Z. Khan, Xiaoyu Yang, Sybil R.L. Stacpoole, Toto Gronlund, Lindsay Tetreault, Sukhvinder Kalsi-Ryan, Michelle L. Starkey, Iwan Sadler, Ellen Sarewitz, Delphine Houlton, Julia Carter, Paige Howard, Vafa Rahimi-Movaghar, James D. Guest, Bizhan Aarabi, Brian K. Kwon, Shekar N. Kurpad, James Harrop, Jefferson R. Wilson, Robert Grossman, Emma K. Smith, Angus Mcnair, Michael G. Fehlings, Mark R.N. Kotter, Benjamin M. Davies

Department of Neurosurgery Faculty Papers

INTRODUCTION: AO Spine RECODE-DCM was a multi-stakeholder priority setting partnership (PSP) to define the top ten research priorities for degenerative cervical myelopathy (DCM). Priorities were generated and iteratively refined using a series of surveys administered to surgeons, other healthcare professionals (oHCP) and people with DCM (PwDCM). The aim of this work was to utilise word clouds to enable the perspectives of people with the condition to be heard earlier in the PSP process than is traditionally the case. The objective was to evaluate the added value of word clouds in the process of defining research uncertainties in National Institute for …

Graph Theoretical Measures Of Fast Ripple Networks Improve The Accuracy Of Post-Operative Seizure Outcome Prediction, Shennan A Weiss, Itzhak Fried, Chengyuan Wu, Ashwini Sharan, Daniel Y. Rubinstein, Jerome Engel, Michael R Sperling, Richard J Staba

Department of Neurosurgery Faculty Papers

Fast ripples (FR) are a biomarker of epileptogenic brain, but when larger portions of FR generating regions are resected seizure freedom is not always achieved. To evaluate and improve the diagnostic accuracy of FR resection for predicting seizure freedom we compared the FR resection ratio (RR) with FR network graph theoretical measures. In 23 patients FR were semi-automatically detected and quantified in stereo EEG recordings during sleep. MRI normalization and co-registration localized contacts and relation to resection margins. The number of FR, and graph theoretical measures, which were spatial (i.e., FR rate-distance radius) or temporal correlational (i.e., FR mutual information), …

Amplitude Synchronization Of Spontaneous Activity Of Medial And Lateral Temporal Gyri Reveals Altered Thalamic Connectivity In Patients With Temporal Lobe Epilepsy, Anish V. Sathe, Michael Kogan, Kichang Kang, Jingya Miao, Mashaal Syed, Isaiah Ailes, Caio M. Matias, Devon Middleton, Feroze B. Mohamed, Scott Faro, Joseph Tracy, Ashwini Sharan, Mahdi Alizadeh

Department of Neurosurgery Faculty Papers

In this study, we examined whether amplitude synchronization of medial (MTL) and lateral (LTL) temporal lobes can detect unique alterations in patients with MTL epilepsy (mTLE) with mesial temporal sclerosis (MTS). This was a retrospective study of preoperative resting-state fMRI (rsfMRI) data from 31 patients with mTLE with MTS (age 23-69) and 16 controls (age 21-35). fMRI data were preprocessed based on a multistep preprocessing pipeline and registered to a standard space. Using each subject's T1-weighted scan, the MTL and LTL were automatically segmented, manually revised and then fit to a standard space using a symmetric normalization registration algorithm. Dual …

Association Of Noncontrast Computed Tomography And Perfusion Modalities With Outcomes In Patients Undergoing Late-Window Stroke Thrombectomy, Guilherme B F Porto, Ching-Jen Chen, Sami Al Kasab, Muhammed Amir Essibayi, Eyad Almallouhi, Zachary Hubbard, Reda Chalhoub, Ali Alawieh, Ilko Maier, Marios-Nikos Psychogios, Stacey Q Wolfe, Pascal Jabbour, Ansaar Rai, Robert M Starke, Amir Shaban, Adam Arthur, Joon-Tae Kim, Shinichi Yoshimura, Jonathan Grossberg, Peter Kan, Isabel Fragata, Adam Polifka, Joshua Osbun, Justin Mascitelli, Michael R Levitt, Richard Williamson, Daniele G Romano, Roberto Crosa, Benjamin Gory, Maxim Mokin, Kaustubh S Limaye, Walter Casagrande, Mark Moss, Ramesh Grandhi, Albert Yoo, Alejandro M Spiotta, Min S Park

Department of Neurosurgery Faculty Papers

Importance: There is substantial controversy with regards to the adequacy and use of noncontrast head computed tomography (NCCT) for late-window acute ischemic stroke in selecting candidates for mechanical thrombectomy.

Objective: To assess clinical outcomes of patients with acute ischemic stroke presenting in the late window who underwent mechanical thrombectomy stratified by NCCT admission in comparison with selection by CT perfusion (CTP) and diffusion-weighted imaging (DWI).

Design, setting, and participants: In this multicenter retrospective cohort study, prospectively maintained Stroke Thrombectomy and Aneurysm (STAR) database was used by selecting patients within the late window of acute ischemic stroke and emergent large vessel …

Bridging Thrombolysis In Atrial Fibrillation Stroke Is Associated With Increased Hemorrhagic Complications Without Improved Outcomes, Feras Akbik, Ali Alawieh, Laurie Dimisko, Brian M. Howard, C Michael Cawley, Frank C. Tong, Fadi Nahab, Owen B. Samuels, Ilko Maier, Wuwei Feng, Nitin Goyal, Robert M. Starke, Ansaar Rai, Kyle M. Fargen, Marios N. Psychogios, Pascal Jabbour, Reade De Leacy, Saleh G. Keyrouz, Travis M. Dumont, Peter Kan, Jan Liman, Adam S. Arthur, Stacey Q. Wolfe, J. Mocco, Roberto Javier Crosa, W Christopher Fox, Benjamin Gory, Alejandro M. Spiotta, Jonathan A. Grossberg

Department of Neurosurgery Faculty Papers

BACKGROUND: Atrial fibrillation (AF) associated ischemic stroke is associated with worse functional outcomes, less effective recanalization, and increased rates of hemorrhagic complications after intravenous thrombolysis (IVT). Conversely, AF is not associated with hemorrhagic complications or functional outcomes in patients undergoing mechanical thrombectomy (MT). This differential effect of MT and IVT in AF associated stroke raises the question of whether bridging thrombolysis increases hemorrhagic complications in AF patients undergoing MT.

METHODS: This international cohort study of 22 comprehensive stroke centers analyzed patients with large vessel occlusion (LVO) undergoing MT between June 1, 2015 and December 31, 2020. Patients were divided into …

Development Of A Core Measurement Set For Research In Degenerative Cervical Myelopathy: A Study Protocol (Ao Spine Recode-Dcm Cms), Benjamin M Davies, Alvaro Yanez Touzet, Oliver D Mowforth, Keng Siang Lee, Danyal Khan, Julio C Furlan, Michael G Fehlings, James Harrop, Carl Moritz Zipser, Ricardo Rodrigues-Pinto, James Milligan, Ellen Sarewitz, Armin Curt, Vafa Rahimi-Movaghar, Bizhan Aarabi, Timothy F Boerger, Lindsay Tetreault, Robert Chen, James D Guest, Sukhvinder Kalsi-Ryan, Iwan Sadler, Shirley Widdop, Angus G K Mcnair, Brian K Kwon, Mark R N Kotter

Department of Neurosurgery Faculty Papers

Introduction: Progress in degenerative cervical myelopathy (DCM) is hindered by inconsistent measurement and reporting. This impedes data aggregation and outcome comparison across studies. This limitation can be reversed by developing a core measurement set (CMS) for DCM research. Previously, the AO Spine Research Objectives and Common Data Elements for DCM (AO Spine RECODE-DCM) defined 'what' should be measured in DCM: the next step of this initiative is to determine 'how' to measure these features. This protocol outlines the steps necessary for the development of a CMS for DCM research and audit.

Methods and analysis: The CMS will be developed in …

Adopting Clinical Practice Guidelines For Pharmacologic Management Of Acute Spinal Cord Injury From A Developed World Context To A Developing Global Region, Seyed Behnam Jazayeri, Seyed Farzad Maroufi, Zahra Ghodsi, Heshmatollah Ghawami, Ahmad Pourrashidi, Abbas Amirjamshidi, Mojtaba Mojtahedzadeh, Jalil Arabkheradmand, Farzin Farahbakhsh, Maryam Shabany, Morteza Faghih-Jouibari, Michael G Fehlings, Brian K Kwon, James Harrop, Vafa Rahimi-Movaghar

Department of Neurosurgery Faculty Papers

Background: Proper utilization of high-quality clinical practice guidelines (CPGs) eliminates the dependence of patients' outcomes on the ability and knowledge of "individual" health care providers and reduces unwarranted variation in care. The aim of this study was to adapt/adopt two CPGs for pharmacologic management of acute spinal cord injury (SCI) using guideline adaptation methods.

Methods: This study was conducted based on the ADAPTE process. Following establishment of an organizing committee and choosing the health topics, we appraised the quality of the CPGs using the Appraisal of Clinical Guidelines for Research & Evaluation II (AGREE II). Then, the authors extracted and …

Targeted Therapy In The Management Of Modern Craniopharyngiomas, Maikerly Reyes, Mohammad Taghvaei, Siyuan Yu, Anish Sathe, Sarah Collopy, Giyarpuram Prashant, James J. Evans, Michael Karsy

Department of Neurosurgery Faculty Papers

Background: The proximity of craniopharyngiomas (CPs) to critical neurovascular structures can lead to a host of neurologic and endocrine complications that lead to difficulty with surgical management. In this review, we examine the molecular and genetic markers implicated in CP, their involvement in tumorigenic pathways, and their impact on CP prognosis and treatment.

Methods: We undertook a focused review of relevant articles, clinical trials, and molecular summaries regarding CP.

Results: Genetic and immunological markers show variable expression in different types of CP. BRAF is implicated in tumorigenesis in papillary CP (pCP), whereas CTNNB1 and EGFR are often overexpressed in adamantinomatous …

Discrepancies In Stroke Distribution And Dataset Origin In Machine Learning For Stroke., Lohit Velagapudi, Nikolaos Mouchtouris, Michael P Baldassari, David Nauheim, Omaditya Khanna, Fadi Al Saiegh, Nabeel Herial, M Reid Gooch, Stavropoula Tjoumakaris, Robert H Rosenwasser, Pascal Jabbour

Department of Neurosurgery Faculty Papers

BACKGROUND: Machine learning algorithms depend on accurate and representative datasets for training in order to become valuable clinical tools that are widely generalizable to a varied population. We aim to conduct a review of machine learning uses in stroke literature to assess the geographic distribution of datasets and patient cohorts used to train these models and compare them to stroke distribution to evaluate for disparities.

AIMS: 582 studies were identified on initial searching of the PubMed database. Of these studies, 106 full texts were assessed after title and abstract screening which resulted in 489 papers excluded. Of these 106 studies, …

A Machine Learning Approach To First Pass Reperfusion In Mechanical Thrombectomy: Prediction And Feature Analysis., Lohit Velagapudi, Nikolaos Mouchtouris, Richard F Schmidt, David Vuong, Omaditya Khanna, Ahmad Sweid, Bryan Sadler, Fadi Al-Saiegh, M Reid Gooch, Pascal Jabbour, Robert H Rosenwasser, Stavropoula Tjoumakaris

Department of Neurosurgery Faculty Papers

INTRODUCTION: Novel machine learning (ML) methods are being investigated across medicine for their predictive capabilities while boasting increased adaptability and generalizability. In our study, we compare logistic regression with machine learning for feature importance analysis and prediction in first-pass reperfusion.

METHODS: We retrospectively identified cases of ischemic stroke treated with mechanical thrombectomy (MT) at our institution from 2012-2018. Significant variables used in predictive modeling were demographic characteristics, medical history, admission NIHSS, and stroke characteristics. Outcome was binarized TICI on first pass (0-2a vs 2b-3). Shapley feature importance plots were used to identify variables that strongly affected outcomes.

RESULTS: Accuracy for …

The Development Of Lived Experience-Centered Word Clouds To Support Research Uncertainty Gathering In Degenerative Cervical Myelopathy: Results From An Engagement Process And Protocol For Their Evaluation, Via A Nested Randomized Controlled Trial, Benjamin M Davies, Oliver D Mowforth, Danyal Z Khan, Xiaoyu Yang, Sybil R L Stacpoole, Olesja Hazenbiller, Toto Gronlund, Lindsay Tetreault, Sukhvinder Kalsi-Ryan, Michelle L Starkey, Iwan Sadler, Ellen Sarewitz, Delphine Houlton, Julia Carter, Evangeline Howard, Vafa Rahimi-Movaghar, James D Guest, Bizhan Aarabi, Brian K Kwon, Shekar N Kurpad, James Harrop, Jefferson R Wilson, Robert Grossman, Emma K Smith, Angus G K Mcnair, Michael G Fehlings, Mark R N Kotter

Department of Neurosurgery Faculty Papers

OBJECTIVES: AO Spine REsearch objectives and Common Data Elements for Degenerative Cervical Myelopathy [RECODE-DCM] is a multi-stakeholder consensus process aiming to promote research efficiency in DCM. It aims to establish the top 10 research uncertainties, through a James Lind Alliance Priority Setting Partnership [PSP]. Through a consensus process, research questions are generated and ranked. The inclusion of people with cervical myelopathy [PwCM] is central to the process. We hypothesized that presenting PwCM experience through word cloud generation would stimulate other key stakeholders to generate research questions better aligned with PwCM needs. This protocol outlines our plans to evaluate this as …

Intradural Extramedullary Capillary Hemangioma Of The Cauda Equina: Case Report Of A Rare Spinal Tumor., Liam P Hughes, Garrett Largoza, Thiago S Montenegro, Caio M Matias, Anthony Stefanelli, Mark T Curtis, James S Harrop

Department of Neurosurgery Faculty Papers

INTRODUCTION: Intradural extramedullary capillary hemangiomas of the cauda equina are exceedingly rare, with only 20 previous cases reported. In the adult population, these tumors are rare and can arise in the central and peripheral nervous systems from the dura or spinal nerve roots. Intradural capillary hemangiomas of the cauda equina can yield symptoms such as lower extremity weakness, pain, and bladder and bowel dysfunction. The clinical symptomology and surgical management of this rare spinal lesion are reviewed in this case report.

CASE PRESENTATION: A 50-year-old male presented with progressive bilateral lower extremity weakness for 2 years, with recent bladder and …

Cervical Posterior Longitudinal Ligament Ossification : Microscopy-Assisted Anterior Corpectomy And Fusion., Wanyi Wang, Tao Ding, James Harrop, Huilin Yang, Xiaofeng Gu, Dehong Feng, Yafeng Zhang, Hao Liu, Fenglin Tang, Yuntao Xue, Miao Lu, Chao Wu

Department of Neurosurgery Faculty Papers

OBJECTIVE: To explore the clinical efficacy and safety of microscopy-assisted anterior corpectomy and fusion for cervical ossification of the posterior longitudinal ligament (OPLL).

METHODS: A retrospective review of 32 cervical OPLL patients who underwent microscopy-assisted anterior corpectomy and fusion from June 2012 to March 2017 was carried out. Patients were evaluated with outcome metrics: Japanese Orthopaedic Association (JOA) scores (17 points method), visual analog scale (VAS), and radiographic parameters of the lordotic angle. The complications during treatment and follow-up were recorded.

RESULTS: This study included 32 patients (15 males and 17 females) with a mean age of 58.3 ± 2.9 …

Intracranial Eeg Fluctuates Over Months After Implanting Electrodes In Human Brain., Hoameng Ung, Steven N. Baldassano, Hank Bink, Abba M. Krieger, Shawniqua Williams, Flavia Vitale, Chengyuan Wu, Dean Freestone, Ewan Nurse, Kent Leyde, Kathryn A. Davis, Mark Cook, Brian Litt

Department of Neurosurgery Faculty Papers

OBJECTIVE: Implanting subdural and penetrating electrodes in the brain causes acute trauma and inflammation that affect intracranial electroencephalographic (iEEG) recordings. This behavior and its potential impact on clinical decision-making and algorithms for implanted devices have not been assessed in detail. In this study we aim to characterize the temporal and spatial variability of continuous, prolonged human iEEG recordings.

APPROACH: Intracranial electroencephalography from 15 patients with drug-refractory epilepsy, each implanted with 16 subdural electrodes and continuously monitored for an average of 18 months, was included in this study. Time and spectral domain features were computed each day for each channel for …

Molecular-Based Recursive Partitioning Analysis Model For Glioblastoma In The Temozolomide Era: A Correlative Analysis Based On Nrg Oncology Rtog 0525., Erica Hlavin Bell, Stephanie L Pugh, Joseph P. Mcelroy, Mark R. Gilbert, Minesh Mehta, Alexander C Klimowicz, Anthony Magliocco, Markus Bredel, Pierre Robe, Anca L. Grosu, Roger Stupp, Walter Curran, Aline P. Becker, Andrea L. Salavaggione, Jill S. Barnholtz-Sloan, Kenneth Aldape, Deborah T. Blumenthal, Paul D. Brown, Jon Glass, Luis Souhami, R. Jeffrey Lee, David Brachman, John Flickinger, Minhee Won, Arnab Chakravarti

Department of Neurosurgery Faculty Papers

Importance: There is a need for a more refined, molecularly based classification model for glioblastoma (GBM) in the temozolomide era.

Objective: To refine the existing clinically based recursive partitioning analysis (RPA) model by incorporating molecular variables.

Design, Setting, and Participants: NRG Oncology RTOG 0525 specimens (n = 452) were analyzed for protein biomarkers representing key pathways in GBM by a quantitative molecular microscopy-based approach with semiquantitative immunohistochemical validation. Prognostic significance of each protein was examined by single-marker and multimarker Cox regression analyses. To reclassify the prognostic risk groups, significant protein biomarkers on single-marker analysis were incorporated into an RPA model …

Association Of Magnet Status With Hospitalization Outcomes For Ischemic Stroke Patients., Kimon Bekelis, Symeon Missios, Todd A. Mackenzie

Department of Neurosurgery Faculty Papers

BACKGROUND: It is not clear whether Magnet recognition by the American Nurses Credentialing Center (nursing excellence program) is associated with improved patient outcomes. We investigated whether hospitalization in a Magnet hospital is associated with improved outcomes for patients with ischemic stroke.

METHODS AND RESULTS: We performed a cohort study of patients with ischemic stroke from 2009 to 2013, who were registered in the New York Statewide Planning and Research Cooperative System database. Propensity-score-adjusted multivariable regression models were used to adjust for known confounders, with mixed effects methods to control for clustering at the facility level. An instrumental variable analysis was …

Duration Of Posttraumatic Amnesia Predicts Neuropsychological And Global Outcome In Complicated Mild Traumatic Brain Injury., Tessa Hart, Thomas A. Novack, Nancy Temkin, Jason Barber, Sureyya S. Dikmen, Ramon Diaz-Arrastia, Joseph Ricker, Dale C. Hesdorffer, Jack Jallo, Nancy H. Hsu, Ross Zafonte

Department of Neurosurgery Faculty Papers

OBJECTIVES: Examine the effects of posttraumatic amnesia (PTA) duration on neuropsychological and global recovery from 1 to 6 months after complicated mild traumatic brain injury (cmTBI).

PARTICIPANTS: A total of 330 persons with cmTBI defined as Glasgow Coma Scale score of 13 to 15 in emergency department, with well-defined abnormalities on neuroimaging.

METHODS: Enrollment within 24 hours of injury with follow-up at 1, 3, and 6 months.

MEASURES: Glasgow Outcome Scale-Extended, California Verbal Learning Test II, and Controlled Oral Word Association Test. Duration of PTA was retrospectively measured with structured interview at 30 days postinjury.

RESULTS: Despite all having a …

A Prospective, Multicenter, Phase I Matched-Comparison Group Trial Of Safety, Pharmacokinetics, And Preliminary Efficacy Of Riluzole In Patients With Traumatic Spinal Cord Injury., Robert G Grossman, Michael G Fehlings, Ralph F Frankowski, Keith D Burau, Diana S L Chow, Charles Tator, Angela Teng, Elizabeth G Toups, James Harrop, Bizhan Aarabi, Christopher I Shaffrey, Michele M Johnson, Susan J Harkema, Maxwell Boakye, James D Guest, Jefferson R Wilson

Department of Neurosurgery Faculty Papers

A prospective, multicenter phase I trial was undertaken by the North American Clinical Trials Network (NACTN) to investigate the pharmacokinetics and safety of, as well as obtain pilot data on, the effects of riluzole on neurological outcome in acute spinal cord injury (SCI). Thirty-six patients, with ASIA impairment grades A-C (28 cervical and 8 thoracic) were enrolled at 6 NACTN sites between April 2010 and June 2011. Patients received 50 mg of riluzole PO/NG twice-daily, within 12 h of SCI, for 14 days. Peak and trough plasma concentrations were quantified on days 3 and 14. Peak plasma concentration (Cmax) and …

Extending The Indications Of Flow Diversion To Small, Unruptured, Saccular Aneurysms Of The Anterior Circulation., Nohra Chalouhi, Md, Robert M Starke, Steven Yang, Cory D Bovenzi, Stavropoula Tjoumakaris, David Hasan, L. Fernando Gonzalez, Robert H. Rosenwasswer Md, Pascal Jabbour Md

Department of Neurosurgery Faculty Papers

BACKGROUND AND PURPOSE: Flow diverters are currently indicated for treatment of large and complex intracranial aneurysms. The purpose of this study was to determine whether the indications of flow diversion can be safely extended to unruptured, small, saccular aneurysms (<10 >mm) of the anterior circulation.

METHODS: Forty patients treated with the pipeline embolization device (PED) were matched in a 1:4 fashion with 160 patients treated with stent-assisted coiling based on patient age, sex, aneurysm location, and aneurysm size. Procedural complications, angiographic results, and clinical outcomes were analyzed and compared.

RESULTS: The rate of periprocedural complications was 5% in the PED …

Hyperosmolar Therapy For Raised Intracranial Pressure., Ethan A Benardete

Department of Neurosurgery Faculty Papers

No abstract provided.