Neurology Commons^™

Machine Learning Prediction Of Glioblastoma Patient One-Year Survival, Andrew Du '20, Warren Mcgee, Jane Y. Wu

Student Publications & Research

Glioblastoma (GBM) is a grade IV astrocytoma formed primarily from cancerous astrocytes and sustained by intense angiogenesis. GBM often causes non-specific symptoms, creating difficulty for diagnosis. This study aimed to utilize machine learning techniques to provide an accurate one-year survival prognosis for GBM patients using clinical and genomic data from the Chinese Glioma Genome Atlas. Logistic regression (LR), support vector machines (SVM), random forest (RF), and ensemble models were used to identify and select predictors for GBM survival and to classify patients into those with an overall survival (OS) of less than one year and one year or greater. With …

Investigating Aggression In Huntington Disease, Chloe E. Larochelle

Honors Undergraduate Theses

Huntington Disease (HD) is a neurodegenerative disorder that is caused by a CAG trinucleotide repeat expansion in the huntingtin gene. The onset of the disease is defined by the presence of motor deficits, such as chorea. However, cognitive and psychiatric symptoms often develop before motor onset and typically have a larger impact on patient quality of life. Psychiatric symptoms include depression, anxiety, and OCD, but also aggression and irritability, which have been comparatively understudied due to stigma. Currently, treatments to modify these behaviors in premanifest HD patients are not consistently effective and often have side effects, creating a need for …

First Pass Effect In Patients Treated With The Trevo Stent-Retriever: A Track Registry Study Analysis., Maxim Mokin, Christopher T Primiani, Alicia C Castonguay, Raul G Nogueira, Diogo C Haussen, Joey D English, Sudhakar R Satti, Jennifer Chen, Hamed Farid, Candace Borders, Erol Veznedaroglu, Mandy J Binning, Ajit Puri, Nirav A Vora, Ron F Budzik, Guilherme Dabus, Italo Linfante, Vallabh Janardhan, Amer Alshekhlee, Michael G Abraham, Randall Edgell, Muhammad Asif Taqi, Ramy El Khoury, Aniel Q Majjhoo, Mouhammed R Kabbani, Michael T Froehler, Ira Finch, Sameer A Ansari, Roberta Novakovic, Thanh N Nguyen, Osama O Zaidat

Articles, Abstracts, and Reports

Background and Objective: The first pass effect (FPE; achieving complete recanalization with a single thrombectomy device pass) has been shown to be associated with higher rates of good clinical outcomes in patients with acute ischemic stroke. Here, we investigate clinical and radiographic factors associated with FPE in a large U.S. post-marketing registry (TRACK, Trevo Stent-Retriever Acute Stroke). Methods: We analyzed the TRACK database (multicenter registry of 634 patients from 23 centers from March 2013 through August 2015), which 609 patients were included in the final analysis. FPE was defined as a single pass/use of device, TICI 2c/3 recanalization, and no …

Neuromodulation Of Spinal Pathways Involved In Chronic Pain: Implications For Motor Rehabilitation, Taylor Ray Mayberry

MUSC Theses and Dissertations

No abstract provided.

Middle Fossa Extension Of Posterior Fossa Meningiomas Is Associated With Poorer Clinical Outcomes, David Morgan, Donald Y. Ye, Md, Michael P. Baldassari, Omaditya Khanna, Md, Aria Mahtabfar, Md, Tyler Henry, Haley Wendt, David W. Andrews, Md, Christopher J. Farrell, Md, James J. Evans, Md, Kevin D. Judy, Md

Phase 1

Introduction: Progression of posterior fossa meningiomas (PFMs) can lead to extension into the middle cranial fossa. Pre-operative imaging allows for quantification of middle fossa extension (MFE). We aimed to determine the clinical impact of MFE on surgical and clinical outcomes during resection of PFMs.

Methods: Craniotomies for meningiomas performed at a large single center academic institution from January 2012 to December 2018 were identified. Preoperative MRI and CT imaging was reviewed to determine the presence of MFE of posterior fossa meningiomas and correlated to post-operative outcomes.

Results: 65 PFMs were identified and mean follow-up was 28.8 ± 20.1 months. 13/65 …

Measuring The Efficacy Of Medical Management Versus Decompressive Hemicraniectomy In Acute Stroke, Colton Hemphill, Franziska Herpich, Muhammad Athar, Eunice Lee

Phase 1

Introduction: Stroke is a life-threatening condition requiring immediate treatment in order to optimize patient survival and functionality post-hospitalization. At present, the primary treatment modalities used are intensive medical management and surgical decompressive hemicraniectomy. We believe that application of skilled medical management can result in a lower mortality rate and higher functional score at 12 months than aggressive surgical decompressive hemicraniectomy.

Methods: Epic data from Thomas Jefferson University will be used to identify patients with a large stroke (as defined by ischemic area on MRI) managed by the neurology department from 2016 to 2019. A survey will be administered by phone …

Improving The Accuracy Of Dat Scan Interpretation: A Retrospective Study To Identify Variables That Standardize The Review Of Dat Scans For Idiopathic Parkinson’S Disease, Hannah Hackbart, Andrew B. Newberg, Md, Tsao-Wei Liang, Md

Phase 1

Introduction: Until recently, the diagnosis of Parkinson’s disease (PD) has been based solely on clinical observation. The DaT scan is a tool that allows clinicians to visualize areas of neurodegeneration in PD and can help guide diagnosis. However, there is a discordance between clinical judgement and interpretation of DaT scans. In this study, we aim to improve the utility of DaT scans in the diagnosis of PD by identifying factors that can lead to a misdiagnosis and determine which image findings predict a clinical syndrome of parkinsonism.

Methods: We will conduct a retrospective chart review to analyze DaT scans of …

Structural Brain Plasticity In Epilepsy Patients Selected For Laser Interstitial Thermal Therapy: A Study Of Diffusion Tensor Imaging Based Assessment Of Tract Alterations, Umma Fatema, Mahdi Alizadeh

Phase 1

Introduction: The standard of care for drug resistant temporal lobe epilepsy (TLE) involve surgical approaches including anterior temporal lobectomy (ATL) and laser interstitial thermal therapy (LiTT). White matter alterations following ATL are often studied using diffusion tensor imaging (DTI) which utilizes properties of water diffusion to obtain parameters (such as fractional anisotropy or FA) that can be used to detect neural plasticity. Despite being a common procedure, there are very few studies that explore post-surgical neural changes after LiTT. The objective of this study is to evaluate and explore the DTI parameter changes in patients who underwent LiTT.

Methods: DTI …

Falls And Traumatic Brain Injury In The Elderly On Aspirin Or Anticoagulant Therapy, Jonathan Bassig, David Nauheim, Stanton Miller, Patricia Williams, Tingting Zhan

Phase 1

Introduction: Traumatic brain injury (TBI) after a fall in individuals aged 65 and older is a leading cause of morbidity and mortality, but the effect of aspirin and anticoagulant therapy on TBI severity is not fully understood. This study evaluated whether the severity of TBI is associated with use of aspirin or anticoagulant therapy or in combination.

Methods: Using retrospective chart review, we identified patients age 65 or older who fell and sustained head trauma that were admitted to Thomas Jefferson University Hospital trauma service from 2017-2018. Based on final diagnosis, patients were classified into three groups of TBI …

Simulating Status Epilepticus Management For Junior Neurology Trainees, Navya George, Pankhuri Jha, Frank Anzelmi, Md, Allyson Pickard, Md, Jeffrey Ratliff, Md

Phase 1

Purpose/Methods: Status Epilepticus (SE) represents a potentially fatal neurologic emergency. We aimed to create an educational simulation of SE for 9 PGY2 neurology residents. Scenarios included a patient with SE requiring adequate benzodiazepine dosing and another with seizures requiring IV anticonvulsant therapy. Subjects were dichotomized to groups who did and did not feel confident in clinical skills around SE. Knowledge was assessed with a multiple choice quiz. Confidence groups were analyzed with Fisher’s exact test. Quiz scores means were assessed with paired t-test.

Results: There was a trend towards significance in the proportion of residents expressing confidence in their ability …

Polio To The Rescue; New Frontiers In Glioblastoma Treatment, Syed Sarmad Bukhari, Aneela Darbar, Muhammad Shahzad Shamim

Section of Neurosurgery

Lack of substantial progress in effective treatment of glioblastomamultiforme has led investigators to explore unconventional treatment options including the use of tumour treating fields and oncolyticvirotherapy. Herein the authors have reviewed some of the recent literature on oncolyticvirotherapy for the treatment of glioblastomamultiforme.

Will "Social Distancing" Lead To Future "Research Distancing": A Reflection On Covid-19 Impacts On Alzheimer's Disease Research, Shoshana H. Bardach, Allison K. Gibson, Elizabeth K. Rhodus, Gregory A. Jicha

Sanders-Brown Center on Aging Faculty Publications

Coronavirus disease 19 (COVID-19) has dramatically altered everyday life, including the field of Alzheimer's disease (AD) research. This perspective article explores some of the ways in which COVID-19 has already impacted the field, anticipates some of the long-lasting effects, and explores strategies for addressing current and future needs. Areas of impact include study integrity, regulatory and industry issues, and participant engagement. Proposed strategies for addressing these challenges include analytic methods to deal with large degrees of missing data and development of patient-centered, user-friendly, remote data collection tools and assessments. We also highlight the importance of maintaining participant well-being as a …

Test–Retest Reliability Of The Friedreich’S Ataxia Rating Scale, Christian Rummey, Theresa A. Zesiewicz, Santiago Perez-Lloret, Jennifer M. Farmer, Massimo Pandolfo, David R. Lynch

Neurology Faculty Publications

The modified Friedreich Ataxia Rating Scale (mFARS) is a disease specific, exam-based neurological rating scale commonly used as a outcome measure in clinical trials. While extensive clinimetric testing indicates it’s validity in measuring disease progression, formal test–retest reliability was lacking. To fill this gap, we acquired results from screening and baseline visits of several large clinical trials and calculated intraclass correlation coefficients, coefficients of variance, standard error, and the minimally detectable changes. This study demonstrated excellent test–retest reliability of the mFARS, and it’s upright stability subscore.

Direct Oral Anticoagulant Failure In Stroke/Transient Ischaemic Attack: Neurologic And Pharmacokinetic Considerations, David Z. Rose, W. Scott Burgin

Neurology Faculty Publications

No abstract provided.

Direct Oral Anticoagulant Failure In Stroke/Transient Ischaemic Attack: Neurologic And Pharmacokinetic Considerations, David Z. Rose, W. Scott Burgin

Neurology Faculty Publications

No abstract provided.

Untreated Stroke As Collateral Damage Of Covid-19: “Time Is Brain” Versus “Stay At Home, David Z. Rose, W. Scott Burgin, Swetha Renati

Neurology Faculty Publications

For decades, neurologists have been advocating that anyone with acute focal deficits report immediately to the closest hospital’s emergency room. Major advancements in the hyperacute diagnosis and treatment of stroke have justified our call-to-action slogan of “Time is Brain”—faster therapy leads to superior outcomes. However, this mantra has been recently usurped by the catchphrase “Stay at Home” during the coronavirus disease 2019 (COVID-19) pandemic. Fewer patients are presenting to hospitals with acute stroke; our census is down. Presumably the etiology of this phenomenon is either strict “social distancing” that some people may misperceive to exclude even emergent situations, or fears …

Early Acid/Base And Electrolyte Changes In Permanent Middle Cerebral Artery Occlusion: Aged Male And Female Rats, Sarah R. Martha, Lisa A. Collier, Stephanie M. Davis, Sarah J. Goodwin, David Powell, Doug Lukins, Justin F. Fraser, Keith R. Pennypacker

Neurosurgery Faculty Publications

BACKGROUND: Early changes in acid/base and electrolyte concentrations could provide insights into the development of neuropathology at the onset of stroke. We evaluated associations between acid/base and electrolyte concentrations, and outcomes in permanent middle cerebral artery occlusion (pMCAO) model.

METHODS: 18-month-old male and female Sprague-Dawley rats underwent pMCAO. Pre-, post- (7 min after occlusion), and at 72 hr of pMCAO venous blood samples provided pH, carbon dioxide, oxygen, glucose, hematocrit, hemoglobin, and electrolyte values of ionized calcium, potassium, and sodium. Multiple linear regression determined predictors of infarct and edema volumes from these values, Kaplan-Meier curve analyzed morality between males and …

Improving Low Health Literacy In Poststroke Patients By Educating The Health Care Staff, Marthilde Brzycki

Electronic Theses and Dissertations

Abstract

Lack of health literacy in the poststroke patient population is a serious issue; with the addition of the homeless population to that group, the result may be devastating. According to the American Heart Association and American Stroke Association (AHA/ASA, 2016), stroke is considered the primary cause of death and one of the chief reasons for disability in the United States, and nearly75% of strokes occur in those who are 65 years of age or older. Nurse practitioners are vital, providing necessary training and stroke education to the nursing and other health care staff. This DNP project was initiated to …

Demonstration Of Reciprocal Diurnal Variation In Human Serum T3 And Rt3 Concentration Demonstrated By Mass Spectrometric Analysis And Establishment Of Thyroid Hormone Reference Intervals., Qian Sun, Lívia Avallone, Brian Stolze, Katherine A Araque, Yesim Özarda, Jacqueline Jonklaas, Toral Parikh, Kerry Welsh, Likhona Masika, Steven J Soldin

Articles, Abstracts, and Reports

Background: There has been a wide range of reference intervals proposed in previous literature for thyroid hormones due to large between-assay variability of immunoassays, as well as lack of correction for collection time. We provided the diurnal reference intervals for five thyroid hormones, namely total thyroxine (TT4), total triiodothyronine (TT3), free thyroxine (FT4), free triiodothyronine (FT3), and reverse T3 (rT3), measured in serum samples of healthy participants using a liquid chromatography/tandem mass spectrometry (LC-MS/MS) method.

Methods: Couplet serum samples (a.m. and p.m.) were collected from 110 healthy females and 49 healthy males. Healthy volunteers were recruited from four participating centers …

Neoangiogenesis And Blood-Brain Barrier Dysfunction In Human Tsc Brain Lesions, Kimberly Sansalone, Pelin Dilsiz, Howard Weiner, Orrin Devinsky, Delia M. Talos

Phase 1

Introduction: Tuberous sclerosis complex (TSC) is a genetic disorder characterized by the presence of multiple benign tumors throughout the body and brain. Patients with TSC experience severe cognitive dysfunction and therapy-resistant seizures, which can be associated with refractory epilepsy and poor developmental outcomes. We hypothesize that neoangiogenesis, disruption of the blood-brain barrier, and leakage of serum proteins into the brain parenchyma play vital roles in the pathogenesis of TSC.

Methods: In order to assess blood-brain barrier integrity, cortical tissue samples from TSC patients with intractable seizures, non-TSC patients with therapy-resistant epilepsy, and control subjects were immunolabeled for the serum …