Neurology Commons^™

The Use Of Cloud Based Machine Learning To Predict Outcome In Intracerebral Haemorrhage Without Explicit Programming Expertise, Ajay Hegde, Deepu Vijaysenan, Pitchaiah Mandava, Girish Menon

Faculty, Staff and Students Publications

Machine Learning (ML) techniques require novel computer programming skills along with clinical domain knowledge to produce a useful model. We demonstrate the use of a cloud-based ML tool that does not require any programming expertise to develop, validate and deploy a prognostic model for Intracerebral Haemorrhage (ICH). The data of patients admitted with Spontaneous Intracerebral haemorrhage from January 2015 to December 2019 was accessed from our prospectively maintained hospital stroke registry. 80% of the dataset was used for training, 10% for validation, and 10% for testing. Seventeen input variables were used to predict the dichotomized outcomes (Good outcome mRS 0-3/ …

Biological Validation Of Peak-Width Of Skeletonized Mean Diffusivity As A Vcid Biomarker: The Markvcid Consortium, Alison M Luckey, Saptaparni Ghosh, Chen-Pin Wang, Alexa Beiser, Rebecca Bernal, Zhiguang Li, Djass Mbangdadji, Elyas Fadaee, Haykel Snoussi, Angel Gabriel Velarde Dediós, Hector A Trevino, Monica Goss, Laura J Hillmer, Christopher E Bauer, Adam M Staffaroni, Lara Stables, Marilyn Albert, Jayandra J Himali, Thomas H Mosley, Lars Forsberg, Vilmundur Guðnason, Baljeet Singh, Herpreet Singh, Kristin Schwab, Joel H Kramer, Gary A Rosenberg, Karl G Helmer, Steven M Greenberg, Mohamad Habes, Danny J J Wang, Brian T Gold, Hanzhang Lu, Arvind Caprihan, Myriam Fornage, Lenore J Launer, Konstantinos Arfanakis, Sudha Seshadri, Charles Decarli, Pauline Maillard, Claudia L Satizabal

Faculty, Staff and Student Publications

BACKGROUND: Peak-width of skeletonized mean diffusivity (PSMD), a neuroimaging marker of cerebral small vessel disease (SVD), has shown excellent instrumental properties. Here, we extend our work to perform a biological validation of PSMD.

METHODS: We included 396 participants from the Biomarkers for Vascular Contributions to Cognitive Impairment and Dementia (MarkVCID-1) Consortium and three replication samples (Cohorts for Heart and Aging Research in Genomic Epidemiology = 6172, Rush University Medical Center = 287, University of California Davis Alzheimer's Disease Research Center = 567). PSMD was derived from diffusion tensor imaging using an automated algorithm. We related PSMD to a composite measure …

Safety And Clinical Outcomes Of Endovascular Therapy Versus Medical Management In Late Presentation Of Large Ischemic Stroke, Adnan Mujanovic, Daniel Strbian, Jelle Demeestere, João Pedro Marto, Volker Puetz, Raul G Nogueira, Mohamad Abdalkader, Simon Nagel, Jean Raymond, Marc Ribo, Patrik Michel, Shinichi Yoshimura, Osama O Zaidat, Simon Winzer, Santiago Ortega-Gutierrez, Sunil A Sheth, James E Siegler, Anne Dusart, Diogo C Haussen, Hilde Henon, Bettina L Serrallach, Mahmoud H Mohammaden, Markus A Möhlenbruch, Marta Olive-Gadea, Ajit S Puri, Nobuyuki Sakai, Piers Klein, Liisa Tomppo, Francois Caparros, João Nuno Ramos, Mouhammad Jumaa, Syed Zaidi, Tomas Dobrocky, Nicolas Martinez-Majander, Stefania Nannoni, Flavio Bellante, Aaron Rodriguez-Calienes, Sergio Salazar-Marioni, Pekka Virtanen, Daniel Po Kaiser, Rita Ventura, Jessica Jesser, Alicia C Castonguay, Muhammad M Qureshi, Hesham E Masoud, Milagros Galecio-Castillo, Manuel Requena, Riikka Lauha, Wei Hu, Eugene Lin, Zhongrong Miao, Daniel Roy, Hiroshi Yamagami, David J Seiffge, Davide Strambo, Peter A Ringleb, Robin Lemmens, Urs Fischer, Thanh N Nguyen, Johannes Kaesmacher

Faculty, Staff and Student Publications

Introduction: The benefit of endovascular therapy (EVT) among stroke patients with large ischemic core (ASPECTS 0-5) in the extended time window outside of trial settings remains unclear. We analyzed the effect of EVT among these stroke patients in real-world settings.

Patients and methods: The CT for Late Endovascular Reperfusion (CLEAR) study recruited patients from 66 centers in 10 countries between 01/2014 and 05/2022. The extended time-window was defined as 6-24 h from last-seen-well to treatment. The primary outcome was shift of the 3-month modified Rankin scale (mRS) score. Safety outcomes included symptomatic intracranial hemorrhage (sICH) and mortality. Outcomes were analyzed …

Outcomes Of Mechanical Thrombectomy In Anticoagulated Patients With Acute Distal And Medium Vessel Stroke, Hamza Salim, Basel Musmar, Nimer Adeeb, Vivek Yedavalli, Dhairya Lakhani, Sahibjot Singh Grewal, Kareem El Naamani, Nils Henninger, Sri Hari Sundararajan, Anna Luisa Kühn, Jane Khalife, Sherief Ghozy, Luca Scarcia, Benjamin Yq Tan, Robert W Regenhardt, Jeremy J Heit, Nicole M Cancelliere, Joshua D Bernstock, Aymeric Rouchaud, Jens Fiehler, Sunil Sheth, Ajit S Puri, Christian Dyzmann, Marco Colasurdo, Xavier Barreau, Leonardo Renieri, João Pedro Filipe, Pablo Harker, Răzvan Alexandru Radu, Mohamad Abdalkader, Piers Klein, Thomas R Marotta, Julian Spears, Takahiro Ota, Ashkan Mowla, Pascal Jabbour, Arundhati Biswas, Frédéric Clarençon, James E Siegler, Thanh N Nguyen, Ricardo Varela, Amanda Baker, Muhammed Amir Essibayi, David Altschul, Nestor R Gonzalez, Markus A Möhlenbruch, Vincent Costalat, Benjamin Gory, Christian Paul Stracke, Mohammad Ali Aziz-Sultan, Constantin Hecker, Hamza Shaikh, David S Liebeskind, Alessandro Pedicelli, Andrea M Alexandre, Illario Tancredi, Tobias D Faizy, Erwah Kalsoum, Boris Lubicz, Aman B Patel, Vitor Mendes Pereira, Adrien Guenego, Adam A Dmytriw, Mad Mt Investigators

Faculty, Staff and Student Publications

Background: Stroke remains a major health concern globally, with oral anticoagulants widely prescribed for stroke prevention. The efficacy and safety of mechanical thrombectomy (MT) in anticoagulated patients with distal medium vessel occlusions (DMVO) are not well understood.

Methods: This retrospective analysis involved 1282 acute ischemic stroke (AIS) patients who underwent MT in 37 centers across North America, Asia, and Europe from September 2017 to July 2023. Data on demographics, clinical presentation, treatment specifics, and outcomes were collected. The primary outcomes were functional outcomes at 90 days post-MT, measured by modified Rankin Scale (mRS) scores. Secondary outcomes included reperfusion rates, mortality, …

Mortality Risks Associated With Depression In Men With Prostate Cancer, Casey Crump, Pär Stattin, James D Brooks, Jan Sundquist, Weiva Sieh, Kristina Sundquist

Faculty, Staff and Student Publications

Background: Men diagnosed with prostate cancer (PC) have an increased risk of depression; however, it is unclear to what extent depression affects long-term survival. A better understanding of such effects is needed to improve long-term care and outcomes for men with PC.

Objective: To determine the associations between major depression and mortality in a national cohort of men with PC.

Design, setting, and participants: A national cohort study was conducted of all 180 189 men diagnosed with PC in Sweden during 1998-2017. Subsequent diagnoses of major depression were ascertained from nationwide outpatient and inpatient records through 2018.

Outcome measurements and …

Excellent Registry: A Prospective, Multicenter, Global Registry Of Endovascular Stroke Treatment With The Embotrap Device., Raul G Nogueira, Tommy Andersson, Diogo C Haussen, Albert J Yoo, Ricardo A Hanel, Osama O Zaidat, Werner Hacke, Tudor G Jovin, Jens Fiehler, Simon F De Meyer, Waleed Brinjikji, Karen M Doyle, David F Kallmes, David S Liebeskind, Renu Virmani, Malgosia A Kokoszka, Violiza Inoa, William Humphries, Keith B Woodward, Pascal M Jabbour, Olivier François, Elad I Levy, Hormozd Bozorgchami, Stephan Boor, Jose E Cohen, Shervin R Dashti, Muhammad A Taqi, Ronald F Budzik, Clemens M Schirmer, M Shazam Hussain, Laurent Estrade, Reade A De Leacy, Ajit S Puri, Rohan V Chitale, Caspar Brekenfeld, Adnan H Siddiqui

Neuroscience Articles

BACKGROUND: The EXCELLENT registry aimed to evaluate the effectiveness of the EMBOTRAP Revascularization Device in an all-comer population in a real-world setting, with a focus on the composition of retrieved clots.

METHODS: EXCELLENT is a prospective, global registry of patients with acute ischemic stroke treated with EMBOTRAP as the first-line mechanical thrombectomy device conducted at 34 sites (25 sites contributing clot) from September 2018 to March 2021, utilizing core imaging and central histology laboratories blinded to clinical data, independent 90-day modified Rankin Scale assessment and Clinical Events Committee.

RESULTS: After screening 3799 patients, a total of 997 subjects (mean age, …

Normative Neuroimaging Library: Designing A Comprehensive And Demographically Diverse Dataset Of Healthy Controls To Support Traumatic Brain Injury Diagnostic And Therapeutic Development, Allyson T Gage, James R Stone, Elisabeth A Wilde, Stephen R Mccauley, Robert C Welsh, John P Mugler, Nick Tustison, Brian Avants, Christopher T Whitlow, Lee Lancashire, Seema D Bhatt, Magali Haas

Faculty, Staff and Students Publications

The past decade has seen impressive advances in neuroimaging, moving from qualitative to quantitative outputs. Available techniques now allow for the inference of microscopic changes occurring in white and gray matter, along with alterations in physiology and function. These existing and emerging techniques hold the potential of providing unprecedented capabilities in achieving a diagnosis and predicting outcomes for traumatic brain injury (TBI) and a variety of other neurological diseases. To see this promise move from the research lab into clinical care, an understanding is needed of what normal data look like for all age ranges, sex, and other demographic and …

Endovascular Treatment Of Patients With Acute Ischemic Stroke With Tandem Lesions Presenting With Low Alberta Stroke Program Early Computed Tomography Score, Milagros Galecio-Castillo, Mudassir Farooqui, Waldo R Guerrero, Marc Ribo, Ameer E Hassan, Mouhammad A Jumaa, Afshin A Divani, Michael G Abraham, Nils H Petersen, Johanna T Fifi, Amer Malik, James E Siegler, Thanh N Nguyen, Sunil A Sheth, Guillermo Linares, Nazli Janjua, Jazba Soomro, Darko Quispe-Orozco, Marta Olivé-Gadea, Wondewossen G Tekle, Syed F Zaidi, Sara Y Sabbagh, Tiffany Barkley, Ayush Prasad, Reade A De Leacy, Mohamad Abdalkader, Sergio Salazar-Marioni, Weston Gordon, Charoskhon Turabova, Aaron Rodriguez-Calienes, Mahmoud Dibas, Maxim Mokin, Dileep R Yavagal, Albert J Yoo, Amrou Sarraj, Tudor G Jovin, Santiago Ortega-Gutierrez

Faculty, Staff and Student Publications

Background: Recent trials confirmed the efficacy and safety of endovascular thrombectomy in patients with low Alberta Stroke Program Early Computed Tomography Score (ASPECTS); however, evidence in tandem lesions is limited. This study evaluates endovascular thrombectomy safety and efficacy in patients with acute large-vessel occlusion with tandem lesions, stratified by baseline ASPECTS.

Methods and results: We conducted a retrospective analysis of data from 16 centers. Inclusion criteria included the following: age ≥18 years, anterior circulation tandem lesions, endovascular thrombectomy < 24 hours of symptom onset, and ≥70% internal carotid artery stenosis/occlusion. Patients were categorized into low (0-5) and high (6-10) ASPECTS. Inverse probability of treatment weighting matching was used to balance the groups. Primary outcomes included the following: 90-day modified Rankin Scale (mRS) score 0 to 2 and symptomatic intracranial hemorrhage. Secondary outcomes included the following: ordinal mRS, mRS 0 to 3, modified Thrombolysis in Cerebral Infarction ≥2b and 2c-3, petechial hemorrhage, parenchymal hematoma (1/2), early neurologic improvement, and mortality. Of 691 patients, 44 had ASPECTS 0 to 5 and 505 had ASPECTS 6 to 10. Patients with low ASPECTS had lower odds of 90-day mRS 0 to 2 (adjusted odds ratio [OR], 0.48; P=0.036) and higher odds of symptomatic intracranial hemorrhage (adjusted OR, 3.78; P=0.014). Additional significant differences were found in mRS shift, …

Genetic Risk Factors Underlying White Matter Hyperintensities And Cortical Atrophy, Yash Patel, Jean Shin, Eeva Sliz, Ariana Tang, Aniket Mishra, Rui Xia, Edith Hofer, Hema Sekhar Reddy Rajula, Ruiqi Wang, Frauke Beyer, Katrin Horn, Max Riedl, Jing Yu, Henry Völzke, Robin Bülow, Uwe Völker, Stefan Frenzel, Katharina Wittfeld, Sandra Van Der Auwera, Thomas H Mosley, Vincent Bouteloup, Jean-Charles Lambert, Geneviève Chêne, Carole Dufouil, Christophe Tzourio, Jean-François Mangin, Rebecca F Gottesman, Myriam Fornage, Reinhold Schmidt, Qiong Yang, Veronica Witte, Markus Scholz, Markus Loeffler, Gennady V Roshchupkin, M Arfan Ikram, Hans J Grabe, Sudha Seshadri, Stephanie Debette, Tomas Paus, Zdenka Pausova

Faculty, Staff and Student Publications

White matter hyperintensities index structural abnormalities in the cerebral white matter, including axonal damage. The latter may promote atrophy of the cerebral cortex, a key feature of dementia. Here, we report a study of 51,065 individuals from 10 cohorts demonstrating that higher white matter hyperintensity volume associates with lower cortical thickness. The meta-GWAS of white matter hyperintensities-associated cortical 'atrophy' identifies 20 genome-wide significant loci, and enrichment in genes specific to vascular cell types, astrocytes, and oligodendrocytes. White matter hyperintensities-associated cortical 'atrophy' showed positive genetic correlations with vascular-risk traits and plasma biomarkers of neurodegeneration, and negative genetic correlations with cognitive functioning. …

Association Between Risk Of Alzheimer’S Disease And Related Dementias And Angiotensin Receptor Ⅱ Blockers Treatment For Individuals With Hypertension In High-Volume Claims Data, Sori Kim Lundin, Xinyue Hu, Jingna Feng, Karl Kristian Lundin, Lu Li, Yong Chen, Paul Ernest Schulz, Cui Tao

Faculty, Staff and Student Publications

Background: Findings regarding the protective effect of Angiotensin II receptor blockers (ARBs) against Alzheimer's disease and related dementias (AD/ADRD) and cognitive decline have been inconclusive.

Methods: Individuals with hypertension who do not have any prior ADRD diagnosis were included in this retrospective cohort study from Optum's de-identified Clinformatics® Data Mart. We identified antihypertensive medication (AHM) drug classes and subclassified ARBs by blood-brain barrier (BBB) permeability. We compared baseline characteristics and used the Kaplan-Meier (KM) survival curve and adjusted Cox proportional hazards (PH) model for survival analyses.

Findings: From 6,390,826 individuals with hypertension, there were 1,839,176 ARB users, 3,366,841 non-ARB AHM …

Glymphatic Dysfunction In Multiple Sclerosis And Its Association With Disease Pathology And Disability, Ahmed Bayoumi, Khader M Hasan, Joseph A Thomas, Akram Yazdani, John A Lincoln

Faculty, Staff and Student Publications

Background: The role of the glymphatic system in multiple sclerosis (MS)-related disability remains underexplored. Diffusion-tensor image analysis along the perivascular space (DTI-ALPS) offers a non-invasive method to assess glymphatic function.

Objective: To evaluate glymphatic function in MS patients with lower and higher disability.

Methods: This study included 118 MS patients who underwent structural, diffusion-weighted imaging, and clinical assessment. The participants were divided into lower (MS-L, n = 57) and higher disability (MS-H, n = 61) subgroups. Brain parenchymal fraction (BPF), lesion load (LL), and DTI-ALPS index were measured. Subgroup differences and correlations between DTI-ALPS index and other measures were explored. …

Antiseizure Medication-Induced Hypersensitivity Reactions: Data From A Large Healthcare System, Benjamin Cadle, Feride Un Candan, Zulfi Haneef, Christopher Ryan Barton, Dylan Brock, Irfan Ali, Jaime Shoup, Cemal Karakas

Faculty, Staff and Students Publications

Background and objectives: Data on hypersensitivity reactions (HR) to individual anti-seizure medications (ASMs), and reactions to additional ASMs, is often limited by sample size. This data is vital in helping clinicians identify initial and subsequent ASMs to use in treating persons with epilepsy (PWE). Using a very large dataset, our study attempts to quantify the occurrence of HR across 31 different ASMs. We also attempt to investigate whether certain pairs of ASMs are associated with a higher frequency of HR.

Methods: The Slicer-Dicer tool in the Epic electronic medical records system was used to analyze patients seen between 2012 and …

Multiomic And Clinical Analysis Of Multiply Recurrent Meningiomas Reveals Risk Factors, Underlying Biology, And Insights Into Evolution, Sangami Pugazenthi, Bhuvic Patel, Collin W English, William A Leidig, Kyle P Mcgeehan, Colin R Mccornack, Shinghei Mok, Markus Anzaldua-Campos, Shervin Hosseingholi Nouri, Kaleigh Roberts, Ajay Chatrath, A Khan, Ron Gadot, Hiroko Yano, Tiemo J Klisch, Akdes S Harmanci, Akash J Patel, Albert H Kim

Faculty, Staff and Students Publications

An important subset of meningiomas behaves aggressively and is characterized by multiple recurrences. We identify clinical, genetic, and epigenetic predictors of multiply recurrent meningiomas (MRMs) and evaluate the evolution of these meningiomas in patient-matched samples. On multivariable binomial logistic regression, MRMs were significantly associated with male sex (P = 0.012), subtotal resection (P = 0.001), higher number of meningiomas on presentation (P = 0.017), and histopathological sheeting (P = 0.002). Multiomic analysis of primary meningiomas revealed that MRMs have greater copy number losses (P = 0.0313) and increased DNA methylation (P = 0.0155). In …

Default Mode Network Electrophysiological Dynamics And Causal Role In Creative Thinking, Eleonora Bartoli, Ethan Devara, Huy Q Dang, Rikki Rabinovich, Raissa K Mathura, Adrish Anand, Bailey R Pascuzzi, Joshua Adkinson, Yoed N Kenett, Kelly R Bijanki, Sameer A Sheth, Ben Shofty

Faculty, Staff and Students Publications

The default mode network (DMN) is a widely distributed, intrinsic brain network thought to play a crucial role in internally directed cognition. The present study employs stereo-EEG in 13 human patients, obtaining high resolution neural recordings across multiple canonical DMN regions during two processes that have been associated with creative thinking: spontaneous and divergent thought. We probe these two DMN-associated higher cognitive functions through mind wandering and alternate uses tasks, respectively. Our results reveal DMN recruitment during both tasks, as well as a task-specific dissociation in spatiotemporal response dynamics. When compared to the fronto-parietal network, DMN activity was characterized by …

Clonal Hematopoiesis Of Indeterminate Potential Is Associated With Reduced Risk Of Cognitive Impairment In Patients With Chronic Kidney Disease, Cissy Xiao, Manjula Kurella Tamura, Yang Pan, Varun Rao, Celestin Missikpode, Caitlyn Vlasschaert, Tetsushi Nakao, Xiao Sun, Changwei Li, Zhijie Huang, Amanda Anderson, Md Mesbah Uddin, Do-Kyun Kim, Jonathan Taliercio, Rajat Deo, Zeenat Bhat, Dawei Xie, Panduranga Rao, Jing Chen, James P Lash, Jiang He, Pradeep Natarajan, James E Hixson, Kristine Yaffe, Tanika N Kelly, Cric Study Investigators

Faculty, Staff and Student Publications

Introduction: Clonal hematopoiesis of indeterminate potential (CHIP) and dementia disproportionately burden patients with chronic kidney disease (CKD). The association between CHIP and cognitive impairment in CKD patients is unknown.

Methods: We conducted time-to-event analyses in up to 1452 older adults with CKD from the Chronic Renal Insufficiency Cohort who underwent CHIP gene sequencing. Cognition was assessed using four validated tests in up to 6 years mean follow-up time. Incident cognitive impairment was defined as a test score one standard deviation below the baseline mean.

Results: Compared to non-carriers, CHIP carriers were markedly less likely to experience impairment in attention (adjusted …

Disruption Of Neural Periodicity Predicts Clinical Response After Deep Brain Stimulation For Obsessive-Compulsive Disorder, Nicole R Provenza, Sandesh Reddy, Anthony K Allam, Sameer V Rajesh, Nabeel Diab, Gabriel Reyes, Rose M Caston, Kalman A Katlowitz, Ajay D Gandhi, Raphael A Bechtold, Huy Q Dang, Ricardo A Najera, Nisha Giridharan, Katherine E Kabotyanski, Faiza Momin, Mohammed Hasen, Garrett P Banks, Brian J Mickey, Brent M Kious, Ben Shofty, Benjamin Y Hayden, Jeffrey A Herron, Eric A Storch, Ankit B Patel, Wayne K Goodman, Sameer A Sheth

Faculty, Staff and Students Publications

Recent advances in surgical neuromodulation have enabled chronic and continuous intracranial monitoring during everyday life. We used this opportunity to identify neural predictors of clinical state in 12 individuals with treatment-resistant obsessive-compulsive disorder (OCD) receiving deep brain stimulation (DBS) therapy ( NCT05915741 ). We developed our neurobehavioral models based on continuous neural recordings in the region of the ventral striatum in an initial cohort of five patients and tested and validated them in a held-out cohort of seven additional patients. Before DBS activation, in the most symptomatic state, theta/alpha (9 Hz) power evidenced a prominent circadian pattern and a high …

Long-Term Dementia Risk In Parkinson Disease, Julia Gallagher, Caroline Gochanour, Chelsea Caspell-Garcia, Roseanne D Dobkin, Dag Aarsland, Roy N Alcalay, Matthew J Barrett, Lana Chahine, Alice S Chen-Plotkin, Christopher S Coffey, Nabila Dahodwala, Jamie L Eberling, Alberto J Espay, James B Leverenz, Irene Litvan, Eugenia Mamikonyan, James Morley, Irene H Richard, Liana Rosenthal, Andrew D Siderowf, Tatyana Simuni, Michele K York, Allison W Willis, Sharon X Xie, Daniel Weintraub, Parkinson's Progression Markers Initiative

Faculty, Staff and Students Publications

BACKGROUND AND OBJECTIVES: It is widely cited that dementia occurs in up to 80% of patients with Parkinson disease (PD), but studies reporting such high rates were published over two decades ago, had relatively small samples, and had other limitations. We aimed to determine long-term dementia risk in PD using data from two large, ongoing, prospective, observational studies.

METHODS: Participants from the Parkinson's Progression Markers Initiative (PPMI), a multisite international study, and a long-standing PD research cohort at the University of Pennsylvania (Penn), a single site study at a tertiary movement disorders center, were recruited. PPMI enrolled de novo, untreated …

Use Of Long Spinal Board Post-Application Of Protocol For Spinal Motion Restriction For Spinal Cord Injury, Amber D Rice, Philipp L Hannan, Memu-Iye Kamara, Joshua B Gaither, Robyn Blust, Vatsal Chikani, Franco Castro-Marin, Gail Bradley, Bentley J Bobrow, Rachel Munn, Mary Knotts, Justin Lara

Faculty, Staff and Student Publications

Introduction: Historically, prehospital care of trauma patients has included nearly universal use of a cervical collar (C-collar) and long spine board (LSB). Due to recent evidence demonstrating harm in using LSBs, implementation of new spinal motion restriction (SMR) protocols in the prehospital setting should reduce LSB use, even among patients with spinal cord injury. Our goal in this study was to evaluate the rates of and reasons for LSB use in high-risk patients-those with hospital-diagnosed spinal cord injury (SCI)-after statewide implementation of SMR protocols.

Methods: Applying data from a state emergency medical services (EMS) registry to a state hospital discharge …

Utilizing Thalamic Deep Brain Stimulation For An Electronic Seizure Diary In A Definite Sudden Unexpected Death In Epilepsy Case, Surya Suresh, Yash Vakilna, Vladimir Vashin, Samden Lhatoo, Sandipan Pati

Faculty, Staff and Student Publications

Objective: Sudden unexpected death in epilepsy (SUDEP) is a serious threat to individuals with intractable epilepsies, contributing to premature mortality. Understanding the elusive pathophysiological mechanisms of SUDEP, especially in cases without observable terminal events, remains a crucial area for investigation. This study aimed to shed light on the burden of epileptiform activity preceding SUDEP by utilizing an automated electronic seizure diary derived from a sensing-enabled thalamic deep brain stimulator (DBS).

Methods: Herein, we present the case of a 57-year-old man afflicted with intractable multifocal epilepsy secondary to cortical dysplasia and encephalomalacia resulting from severe traumatic brain injury. Despite an initial …

Predictors Of Outcome And Symptomatic Intracranial Hemorrhage In Acute Basilar Artery Occlusions: Analysis Of The Pc-Search Thrombectomy Registry., Adam T Mierzwa, Ashley Nelson, Sami Al Kasab, Santiago Ortega Gutierrez, Juan Vivanco-Suarez, Mudassir Farooqui, Ashutosh P Jadhav, Shashvat Desai, Gabor Toth, Anas Alrohimi, Thanh N Nguyen, Piers Klein, Mohamad Abdalkader, Hisham Salahuddin, Aditya Pandey, Zachary Wilseck, Sravanthi Koduri, Niraj Vora, Nameer Aladamat, Khaled Gharaibeh, Ehad Afreen, Hisham Al-Hajala, Julie Shawver, Syed Zaidi, Mouhammad Jumaa

Neuroscience Articles

INTRODUCTION: Recent randomized controlled trials demonstrated superiority of mechanical thrombectomy compared to medical therapy in acute basilar artery occlusions, however, little data is available to guide clinicians in functional prognosis and risk stratification.

PATIENTS AND METHODS: Data from the retrospectively established PC-SEARCH Thrombectomy registry, which included patients with basilar artery occlusion from eight sites from January 2015 to December 2021, was interrogated. Outcomes were dichotomized into 90-day favorable (mRS ⩽ 3) and unfavorable (mRS > 3). Multivariate logistic regression analysis was performed with respect to the outcome groups and were adjusted for potential confounding baseline characteristics.

RESULTS: Four-hundred-forty-four patients were included …

Treatment Response To Onabotulinumtoxina In Cervical Dystonia Patients With Anterocollis And Retrocollis, Khashayar Dashtipour, Marjan Sadeghi, David Charles, Shyamal Mehta, Hubert H Fernandez, Marc Schwartz, Joseph Jankovic

Faculty, Staff and Students Publications

Anterocollis (AC) and retrocollis (RC) are less common cervical dystonia (CD) subtypes that are often under-represented in CD clinical trials. Herein we describe real-world demographics, disease characteristics, and treatment response to onabotulinumtoxinA (onabotA) in AC or RC patients from an observational, multicenter, prospective registry, CD PROBE. After three onabotA treatments, outcomes (CDIP-58, PGIC, CGIC, CD severity, TWSTRS) in patients with predominant AC or RC were compared to torticollis (TC) and all CD subtypes combined. The mean dosages at each treatment ranged from 153.5 to 195.4 U (AC) to 184.0-213.4 U (RC). After treatment, AC and RC patients reported improvements in …

Milvexian Vs Apixaban For Stroke Prevention In Atrial Fibrillation: The Librexia Atrial Fibrillation Trial Rationale And Design, Sneha S Jain, Kenneth W Mahaffey, Karen S Pieper, Wataru Shimizu, Tatjana Potpara, Christian T Ruff, Hooman Kamel, Basil S Lewis, Jan H Cornel, Peter R. Kowey, Jay Horrow, John Strony, Alexei N Plotnikov, Danshi Li, Stephen Weng, Julia Donahue, C Michael Gibson, P Gabriel Steg, Roxana Mehran, Jeffrey I Weitz, S Claiborne Johnston, Graeme J Hankey, Robert A Harrington, Carolyn S P Lam

Department of Medicine Faculty Papers

BACKGROUND: Direct oral anticoagulants are the standard of care for stroke prevention in eligible patients with atrial fibrillation and atrial flutter; however, bleeding remains a significant concern, limiting their use. Milvexian is an oral Factor XIa inhibitor that may offer similar anticoagulant efficacy with less bleeding risk.

METHODS: LIBREXIA AF (NCT05757869) is a global phase III, randomized, double-blind, parallel-group, event-driven trial to compare milvexian with apixaban in participants with atrial fibrillation or atrial flutter. Participants are randomly assigned to milvexian 100 mg or apixaban (5 mg or 2.5 mg per label indication) twice daily. The primary efficacy objective is to …

Evaluating The Impact Of Laboratory-Based Eligibility Criteria By Race/Ethnicity In First-Line Clinical Trials Of Dlbcl, Arushi Khurana, Raphael Mwangi, Loretta J Nastoupil, Patrick M Reagan, Umar Farooq, Jason T Romancik, Timothy J Mcdonnell, Shaun M Riska, Lzidore S Lossos, Brad S Kahl, Peter Martin, Thomas E Witzig, James R Cerhan, Christopher R Flowers, Grzegorz S Nowakowski, Matthew J Maurer

Faculty, Staff and Student Publications

Underrepresentation of racial and ethnic subgroups in cancer clinical trials remains a persistent challenge. Restrictive clinical trial eligibility criteria have been shown to exacerbate this problem. We previously identified that up to 24% of patients treated with standard immunochemotherapy would have been excluded from recent first-line trials in diffuse large B-cell lymphoma (DLBCL) based on 5 laboratory-based criteria. These ineligible patients had worse clinical outcomes and increased deaths related to lymphoma progression, suggesting the potential exclusion of patients who could have benefited most from the novel therapies being evaluated. Using data from the prospectively enrolled Lymphoma Epidemiology Outcomes cohort study, …

Clinical Features And Disease Progression In Older Individuals With Rett Syndrome, Jeffrey L Neul, Timothy A Benke, Eric D Marsh, Bernhard Suter, Cary Fu, Robin C Ryther, Steven A Skinner, David N Lieberman, Timothy Feyma, Arthur Beisang, Peter Heydemann, Sarika U Peters, Amitha Ananth, Alan K Percy

Faculty, Staff and Students Publications

Although long-term survival in Rett syndrome (RTT) has been observed, limited information on older people with RTT exists. We hypothesized that increased longevity in RTT would be associated with genetic variants in MECP2 associated with milder severity, and that clinical features would not be static in older individuals. To address these hypotheses, we compared the distribution of MECP2 variants and clinical severity between younger individuals with Classic RTT (under 30 years old) and older individuals (over 30 years old). Contrary to expectation, enrichment of a severe MECP2 variant (R106W) was observed in the older cohort. Overall severity was not different …

A Systematic Review Of Oral Vertical Dyskinesia ("Rabbit" Syndrome), Jamir Pitton Rissardo, Krish Kherajani, Nilofar Murtaza Vora, Venkatesh Yatakarla, Ana Letícia Fornari Caprara, Jeffrey Ratliff, Md, Stanley N Caroff

Department of Neurology Faculty Papers

Background and Objectives: Vertical rhythmic dyskinetic movements that are primarily drug-induced and affect solely the jaw, mouth, and lips without involving the tongue have been historically described as “rabbit” syndrome (RS). Evidence on the unique features and implications of this disorder remains limited. This literature review aims to evaluate the clinical–epidemiological profile, pathological mechanisms, and management of this movement disorder. Materials and Methods: Two reviewers identified and assessed relevant reports in six databases without language restriction published between 1972 and 2024. Results: A total of 85 articles containing 146 cases of RS were found. The mean frequency of RS among …

Trends In Central Nervous System-Active Polypharmacy Among People With Multiple Sclerosis, Hayden Naizer, Joseph Wozny, Trudy Millard Krause, Ethan Huson, Leorah Freeman

Faculty, Staff and Student Publications

BACKGROUND: People with multiple sclerosis (pwMS) are at risk of concurrently using multiple central nervous system (CNS)-active drugs, yet the prevalence of CNS-active polypharmacy remains unmeasured in pwMS.

OBJECTIVE: The objective is to measure the prevalence of CNS-active polypharmacy in pwMS.

METHODS: This serial, cross-sectional study measured CNS-active polypharmacy in people with MS in the United States from 2008 to 2021 using insurance claims data. CNS-active polypharmacy was defined as the concurrent prescription of ⩾3 CNS-active drugs for >30 continuous days. CNS-active drugs included antidepressants, antiepileptics, antipsychotics, benzodiazepines, nonbenzodiazepine benzodiazepine receptor agonist hypnotics, opioids, and skeletal muscle relaxants.

RESULTS: The …

African American Patients Have A Higher Probability Of Cognitive Impairment After Incident Stroke: An Analysis Of National Electronic Health Record Data, Alicia Zha, Chenguang Zhang, Gen Zhu, Xinran Huang, Sahar Anjum, Yashar Talebi, Sean Savitz, Hulin Wu

Faculty, Staff and Student Publications

Background: Cognitive impairment (CI) and stroke are diseases with significant disparities in race and geography. Post stroke cognitive impairment (PSCI) can be as high as 15-70 % but few studies have utilized large administrative or electronic health records (EHR) to evaluate trends in PSCI. We utilized an EHR database to evaluate for disparities in PSCI in a large sample of patients after first recorded stroke to evaluate for disparities in race.

Methods: This is a retrospective cohort analysis of Cerner Health Facts® EHR database, which is comprised of EHR data from hundreds of hospitals/clinics in the US from 2009-2018. We …

De-Escalation Of Disease-Modifying Therapy For People With Multiple Sclerosis Due To Safety Considerations: Characterizing 1-Year Outcomes In 25 People Who Switched From Ocrelizumab To Diroximel Fumarate., Mark Gudesblatt, Barbara Bumstead, Marijean Buhse, Myassar Zarif, Sarah A Morrow, Jacqueline A Nicholas, Laura M Hancock, Jeffrey Wilken, Joanna Weller, Nicole Scott, Anne Gocke, James B Lewin, Olivia Kaczmarek, Jason P Mendoza, Daniel Golan

Neuroscience Articles

INTRODUCTION: Switching disease-modifying therapy (DMT) may be considered for relapsing-remitting multiple sclerosis (RRMS) if a patient's current therapy is no longer optimal. This was particularly important during the recent COVID-19 pandemic because of considerations around immune deficiency and impaired vaccine response associated with B cell-depleting DMTs. This real-world, single-center study aimed to evaluate change or decline in functional ability and overall disease stability in people with RRMS who were switched from B cell-depleting ocrelizumab (OCRE) to diroximel fumarate (DRF) because of safety concern related to the COVID-19 pandemic.

METHODS: Adults with RRMS were included if they had been clinically stable …

Parkinson’S Disease Variant Detection And Disclosure: Pd Generation, A North American Study, Lola Cook, Jennifer Verbrugge, Tae-Hwi Schwantes-An, Jeanine Schulze, Tatiana Foroud, Anne Hall, Karen S Marder, Ignacio F Mata, Niccolò E Mencacci, Martha A Nance, Michael A Schwarzschild, Tanya Simuni, Susan Bressman, Anne-Marie Wills, Hubert H Fernandez, Irene Litvan, Kelly E Lyons, Holly A Shill, Carlos Singer, Thomas F Tropea, Nora Vanegas Arroyave, Janfreisy Carbonell, Rossy Cruz Vicioso, Linn Katus, Joseph F Quinn, Priscila D Hodges, Yan Meng, Samuel P Strom, Cornelis Blauwendraat, Katja Lohmann, Cynthia Casaceli, Shilpa C Rao, Kamalini Ghosh Galvelis, Anna Naito, James C Beck, Roy N Alcalay

Faculty, Staff and Students Publications

Variants in seven genes (LRRK2, GBA1, PRKN, SNCA, PINK1, PARK7 and VPS35) have been formally adjudicated as causal contributors to Parkinson's disease; however, individuals with Parkinson's disease are often unaware of their genetic status since clinical testing is infrequently offered. As a result, genetic information is not incorporated into clinical care, and variant-targeted precision medicine trials struggle to enrol people with Parkinson's disease. Understanding the yield of genetic testing using an established gene panel in a large, geographically diverse North American population would help patients, clinicians, clinical researchers, laboratories and insurers better understand the importance of genetics in approaching Parkinson's …

Clear Thrombectomy Score: An Index To Estimate The Probability Of Good Functional Outcome With Or Without Endovascular Treatment In The Late Window For Anterior Circulation Occlusion, James E Siegler, Manisha Koneru, Muhammad M Qureshi, Mohamed Doheim, Raul G Nogueira, Nicolas Martinez-Majander, Simon Nagel, Mary Penckofer, Jelle Demeestere, Volker Puetz, Marc Ribo, Mohamad Abdalkader, João Pedro Marto, Alhamza R Al-Bayati, Hiroshi Yamagami, Diogo C Haussen, Marta Olive-Gadea, Simon Winzer, Mahmoud H Mohammaden, Robin Lemmens, Kanta Tanaka, Pekka Virtanen, Anne Dusart, Flavio Bellante, Daniel P O Kaiser, Francois Caparros, Hilde Henon, João Nuno Ramos, Santiago Ortega-Gutierrez, Sunil A Sheth, Stefania Nannoni, Lieselotte Vandewalle, Johannes Kaesmacher, Sergio Salazar-Marioni, Liisa Tomppo, Rita Ventura, Syed F Zaidi, Mouhammad Jumaa, Alicia C Castonguay, Milagros Galecio-Castillo, Ajit S Puri, Adnan Mujanovic, Piers Klein, Liqi Shu, Behzad Farzin, Hannah Moomey, Hesham E Masoud, Jessica Jesser, Markus A Möhlenbruch, Peter A Ringleb, Daniel Strbian, Osama O Zaidat, Shadi Yaghi, Davide Strambo, Patrik Michel, Daniel Roy, Shinichi Yoshimura, Kazutaka Uchida, Jean Raymond, Thanh N Nguyen

Faculty, Staff and Student Publications

Background: With the expanding eligibility for endovascular therapy (EVT) of patients presenting in the late window (6-24 hours after last known well), we aimed to derive a score to predict favorable outcomes associated with EVT versus best medical management.

Methods and results: A multinational observational cohort of patients from the CLEAR (Computed Tomography for Late Endovascular Reperfusion) study with proximal intracranial occlusion (2014-2022) was queried (n=58 sites). Logistic regression analyses were used to derive a 9-point score for predicting good functional outcome (modified Rankin Scale score 0-2 or return to premorbid modified Rankin Scale score) at 90 days, with sensitivity …