Neurology Commons^™

Glial Lipid Droplets Resolve Ros During Sleep, Lindsey D Goodman, Matthew J Moulton, Hugo J Bellen

Duncan NRI Faculty and Staff Publications

The Sehgal lab presents data showing that the non-cell autonomous pathway of glial lipid droplet formation occurs during sleep and helps to resolve neuronal reactive oxygen species (ROS). This promotes neuronal function after an active day. Hence, this pathway has an important physiological function beyond its previously described role in ROS-associated diseases, including Alzheimer’s disease.

The Dementia Care Study (D-Care): Recruitment Strategies And Demographic Characteristics Of Participants In A Pragmatic Randomized Trial Of Dementia Care, Mia Yang, Rafael Samper-Ternent, Elena Volpi, Aval-Na'ree Green, Maya Lichtenstein, Katy Araujo, Pamela Borek, Peter Charpentier, James Dziura, Thomas M Gill, Rebecca Galloway, Erich J Greene, Kristin Lenoir, Peter Peduzzi, Can Meng, Jordan Reese, Amy Shelton, Eleni A Skokos, Jenny Summapund, Erin Unger, David B Reuben, Jeff D Williamson, Alan B Stevens

Faculty, Staff and Student Publications

INTRODUCTION: Pragmatic research studies that include diverse dyads of persons living with dementia (PLWD) and their family caregivers are rare.

METHODS: Community-dwelling dyads were recruited for a pragmatic clinical trial evaluating three approaches to dementia care. Four clinical trial sites used shared and site-specific recruitment strategies to enroll health system patients.

RESULTS: Electronic health record (EHR) queries of patients with a diagnosis of dementia and engagement of their clinicians were the main recruitment strategies. A total of 2176 dyads were enrolled, with 80% recruited after the onset of the pandemic. PLWD had a mean age of 80.6 years (SD 8.5), …

Serum Metabolomic Markers Of Protein-Rich Foods And Incident Ckd: Results From The Atherosclerosis Risk In Communities Study, Lauren Bernard, Jingsha Chen, Hyunju Kim, Kari E Wong, Lyn M Steffen, Bing Yu, Eric Boerwinkle, Andrew S Levey, Morgan E Grams, Eugene P Rhee, Casey M Rebholz

Faculty, Staff and Student Publications

RATIONALE & OBJECTIVE: While urine excretion of nitrogen estimates the total protein intake, biomarkers of specific dietary protein sources have been sparsely studied. Using untargeted metabolomics, this study aimed to identify serum metabolomic markers of 6 protein-rich foods and to examine whether dietary protein-related metabolites are associated with incident chronic kidney disease (CKD).

STUDY DESIGN: Prospective cohort study.

SETTING & PARTICIPANTS: A total of 3,726 participants from the Atherosclerosis Risk in Communities study without CKD at baseline.

EXPOSURES: Dietary intake of 6 protein-rich foods (fish, nuts, legumes, red and processed meat, eggs, and poultry), serum metabolites.

OUTCOMES: Incident CKD (estimated …

Activation Of Cerebral Ras-Related C3 Botulinum Toxin Substrate (Rac) 1 Promotes Post-Ischemic Stroke Functional Recovery In Aged Mice, Fan Bu, Jia-Wei Min, Md Abdur Razzaque, Ahmad El Hamamy, Anthony Patrizz, Li Qi, Akihiko Urayama, Jun Li

Faculty, Staff and Student Publications

Brain functional impairment after stroke is common; however, the molecular mechanisms of post-stroke recovery remain unclear. It is well-recognized that age is the most important independent predictor of poor outcomes after stroke as older patients show poorer functional outcomes following stroke. Mounting evidence suggests that axonal regeneration and angiogenesis, the major forms of brain plasticity responsible for post-stroke recovery, diminished with advanced age. Previous studies suggest that Ras-related C3 botulinum toxin substrate (Rac) 1 enhances stroke recovery as activation of Rac1 improved behavior recovery in a young mice stroke model. Here, we investigated the role of Rac1 signaling in long-term …

Final Report Of The Phase Ii Next/Cns-Gct-4 Trial: Gempox Followed By Marrow-Ablative Chemotherapy For Recurrent Intracranial Germ Cell Tumors, Margaret Shatara, Megan Blue, Joseph Stanek, Yin A Liu, Daniel M Prevedello, Pierre Giglio, Vinay K Puduvalli, Sharon L Gardner, Jeffrey C Allen, Kenneth K Wong, Marvin D Nelson, Floyd H Gilles, Roberta H Adams, Jasmine Pauly, Katrina O'Halloran, Ashley S Margol, Girish Dhall, Jonathan L Finlay

Faculty, Staff and Student Publications

Background: Patients with relapsed intracranial germinoma can achieve durable remission with standard chemotherapy regimens and/or reirradiation; however, innovative therapies are required for patients with relapsed and/or refractory intracranial nongerminomatous germ cell tumors (NGGCTs) due to their poor prognosis. Improved outcomes have been reported using reinduction chemotherapy to achieve minimal residual disease, followed by marrow-ablative chemotherapy (HDCx) with autologous hematopoietic progenitor cell rescue (AuHPCR). We conducted a phase II trial evaluating the response and toxicity of a 3-drug combination developed for recurrent intracranial germ cell tumors consisting of gemcitabine, paclitaxel, and oxaliplatin (GemPOx).

Methods: A total of 9 patients with confirmed …

Cochlear Implantation After Head And Neck Radiation: A Case Series, Systematic Review, And Meta-Analysis, Jumah G Ahmad, Benjamin D Lovin, Anna Lee, Marc-Elie Nader, Paul W Gidley

Faculty, Staff and Student Publications

Objective: To determine if cochlear implant (CI) is safe and effective in patients with radiation therapy (XRT)-induced sensorineural hearing loss and to discuss considerations in this population through a retrospective cohort review, systematic review, and meta-analysis.

Databases reviewed: PubMed, Cochrane Library, and Embase.

Methods: We retrospectively reviewed all CI cases after head and neck (HN) XRT at our institution, noting intraoperative findings, postoperative complications, and hearing outcomes. Change in speech discrimination scores (SDSs) was the primary outcome measure. Systematic review was performed to identify all cases of CI after HNXRT. A meta-analysis was performed to assess SDS change.

Results: The …

The Design Of A Quality Improvement Dashboard For Monitoring Spinal Cord And Column Injuries, Zahra Azadmanjir, Mohsen Sadeghi-Naini, Mohammad Dashtkoohi, Maziar Moradi-Lakeh, Jalil Arabkheradmand, James Harrop, Vafa Rahimi-Movaghar

Department of Neurosurgery Faculty Papers

Background: Interactive dashboards are a powerful tool for dynamic visualization and monitoring of patient performance and serve as a useful to for optimal decision-making. The National Spinal Column and Cord Injury Registry of Iran (NSCIR-IR) was designed to efficiently display and broadcast important patient care data. This has been achieved through an electronic dashboard display (graph and visual displays), rather than traditional static paper reports (text). Objectives: The objective of this study was to design and develop an electronic visual dashboard as a display system to monitor the quality of care in the NSCIR-IR collaborating centers. Methods: The indicators chosen …

An Exploration Of The Genetics Of The Mutant Huntingtin (Mhtt) Gene In A Cohort Of Patients With Chorea From Different Ethnic Groups In Sub-Saharan Africa, Mendi J. Muthinja, Carlos Othon Guelngar, Maouly Fall, Fatumah Jama, Huda Aldeen Shuja, Jamila Nambafu, Daniel Gams Massi, Oluwadamilola Ojo, Juzar Hooker, Dilraj Sokhi

Internal Medicine, East Africa

Background: Africans are underrepresented in Huntington's disease (HD) research. A European ancestor was postulated to have introduced the mutant Huntingtin (mHtt) gene to the continent; however, recent work has shown the existence of a unique Htt haplotype in South-Africa specific to indigenous Africans.

Objective: We aimed to investigate the CAG trinucleotide repeats expansion in the Htt gene in a geographically diverse cohort of patients with chorea and unaffected controls from sub-Saharan Africa.

Methods: We evaluated 99 participants: 43 patients with chorea, 21 asymptomatic first-degree relatives of subjects with chorea, and 35 healthy controls for the presence of the mHtt. Participants …

Unveiling Gene Interactions In Alzheimer's Disease By Integrating Genetic And Epigenetic Data With A Network-Based Approach, Keith L Sanders, Astrid M Manuel, Andi Liu, Boyan Leng, Xiangning Chen, Zhongming Zhao

Faculty, Staff and Student Publications

Alzheimer’s Disease (AD) is a complex disease and the leading cause of dementia in older people. We aimed to uncover aspects of AD’s pathogenesis that may contribute to drug repurposing efforts by integrating DNA methylation and genetic data. Implementing the network-based tool, a dense module search of genome-wide association studies (dmGWAS), we integrated a large-scale GWAS dataset with DNA methylation data to identify gene network modules associated with AD. Our analysis yielded 286 significant gene network modules. Notably, the foremost module included the BIN1 gene, showing the largest GWAS signal, and the GNAS gene, the most significantly hypermethylated. We conducted …

Challenges And Considerations Of Preclinical Development For Ipsc-Based Myogenic Cell Therapy, Congshan Sun, Carlo Serra, Brianna Harley Kalicharan, Jeffrey Harding, Mahendra Rao

Faculty, Staff and Students Publications

Cell therapies derived from induced pluripotent stem cells (iPSCs) offer a promising avenue in the field of regenerative medicine due to iPSCs' expandability, immune compatibility, and pluripotent potential. An increasing number of preclinical and clinical trials have been carried out, exploring the application of iPSC-based therapies for challenging diseases, such as muscular dystrophies. The unique syncytial nature of skeletal muscle allows stem/progenitor cells to integrate, forming new myonuclei and restoring the expression of genes affected by myopathies. This characteristic makes genome-editing techniques especially attractive in these therapies. With genetic modification and iPSC lineage specification methodologies, immune-compatible healthy iPSC-derived muscle cells …

Sans-Cnn: An Automated Machine Learning Technique For Spaceflight Associated Neuro-Ocular Syndrome With Astronaut Imaging Data, Sharif Amit Kamran, Khondker Fariha Hossain, Joshua Ong, Nasif Zaman, Ethan Waisberg, Phani Paladugu, Andrew Lee, Alireza Tavakkoli

SKMC Student Presentations and Publications

Spaceflight associated neuro-ocular syndrome (SANS) is one of the largest physiologic barriers to spaceflight and requires evaluation and mitigation for future planetary missions. As the spaceflight environment is a clinically limited environment, the purpose of this research is to provide automated, early detection and prognosis of SANS with a machine learning model trained and validated on astronaut SANS optical coherence tomography (OCT) images. In this study, we present a lightweight convolutional neural network (CNN) incorporating an EfficientNet encoder for detecting SANS from OCT images titled "SANS-CNN." We used 6303 OCT B-scan images for training/validation (80%/20% split) and 945 for testing …

A Therapeutically Targetable Positive Feedback Loop Between Nc-Hlx-2-7, Hlx, And Myc That Promotes Group 3 Medulloblastoma, Keisuke Katsushima, Kandarp Joshi, Menglang Yuan, Brigette Romero, Mona Batish, Stacie Stapleton, George Jallo, Elayaraja Kolanthai, Sudipta Seal, Olivier Saulnier, Michael D Taylor, Robert J Wechsler-Reya, Charles G Eberhart, Ranjan J Perera

Faculty, Staff and Students Publications

Recent studies suggest that long non-coding RNAs (lncRNAs) contribute to medulloblastoma (MB) formation and progression. We have identified an lncRNA, lnc-HLX-2-7, as a potential therapeutic target in group 3 (G3) MBs. lnc-HLX-2-7 RNA specifically accumulates in the promoter region of HLX, a sense-overlapping gene of lnc-HLX-2-7, which activates HLX expression by recruiting multiple factors, including enhancer elements. RNA sequencing and chromatin immunoprecipitation reveal that HLX binds to and activates the promoters of several oncogenes, including TBX2, LIN9, HOXM1, and MYC. Intravenous treatment with cerium-oxide-nanoparticle-coated antisense oligonucleotides targeting lnc-HLX-2-7 (CNP-lnc-HLX-2-7) inhibits tumor growth by 40%-50% in an intracranial MB xenograft mouse …

Advocacy Connection Team-Now Educational Program For Headache Fellows And Patients/Caregivers: Assessment Of Educational Objectives, Courtney Seebadri-White, Hsiangkuo Yuan, William B. Young, Karissa N. Arca

Department of Neurology Faculty Papers

OBJECTIVE: To assess for improvement in comfort in participating in advocacy for migraine and headache disorders and knowledge needed for successful advocacy.

BACKGROUND: The Advocacy Connection Team (ACT)-Now program is an educational program offered through Miles for Migraine, a non-profit advocacy organization. It is designed to teach headache fellows and patients advocacy skills.

METHODS: In a cross-sectional pre-test-post-test design, the 2021 ACT-Now cohort of 98 participants were administered a set of 11 pre-course survey questions identifying their role (healthcare provider/headache fellow or patient/caregiver), baseline knowledge of migraine-related disability and stigma, and baseline engagement and comfort with advocating. The post-course survey …

Dopamine Lesions Alter The Striatal Encoding Of Single-Limb Gait, Long Yang, Deepak Singla, Alexander K Wu, Katy A Cross, Sotiris C Masmanidis

Faculty, Staff and Student Publications

The striatum serves an important role in motor control, and neurons in this area encode the body's initiation, cessation, and speed of locomotion. However, it remains unclear whether the same neurons also encode the step-by-step rhythmic motor patterns of individual limbs that characterize gait. By combining high-speed video tracking, electrophysiology, and optogenetic tagging, we found that a sizable population of both D1 and D2 receptor expressing medium spiny projection neurons (MSNs) were phase-locked to the gait cycle of individual limbs in mice. Healthy animals showed balanced limb phase-locking between D1 and D2 MSNs, while dopamine depletion led to stronger phase-locking …

Tmem106b Coding Variant Is Protective And Deletion Detrimental In A Mouse Model Of Tauopathy, George A Edwards, Caleb A Wood, Yang He, Quynh Nguyen, Peter J Kim, Ruben Gomez-Gutierrez, Kyung-Won Park, Yong Xu, Cody Zurhellen, Ismael Al-Ramahi, Joanna L Jankowsky

Duncan NRI Faculty and Staff Publications

TMEM106B is a risk modifier of multiple neurological conditions, where a single coding variant and multiple non-coding SNPs influence the balance between susceptibility and resilience. Two key questions that emerge from past work are whether the lone T185S coding variant contributes to protection, and if the presence of TMEM106B is helpful or harmful in the context of disease. Here, we address both questions while expanding the scope of TMEM106B study from TDP-43 to models of tauopathy. We generated knockout mice with constitutive deletion of TMEM106B, alongside knock-in mice encoding the T186S knock-in mutation (equivalent to the human T185S variant), and …

A Clinical Practice Guideline For The Management Of Patients With Acute Spinal Cord Injury: Recommendations On Hemodynamic Management, Brian K. Kwon, Lindsay A. Tetreault, Allan R. Martin, Paul M. Arnold, Rex A.W. Marco, Virginia F.J Newcombe, Carl M. Zipser, Stephen L. Mckenna, Radha Korupolu, Chris J. Neal, Rajiv Saigal, Nina E. Glass, Sam Douglas, Mario Ganau, Vafa Rahimi-Movaghar, James S. Harrop, Bizhan Aarabi, Jefferson R. Wilson, Nathan Evaniew, Andrea C. Skelly, Michael G. Fehlings

Department of Neurosurgery Faculty Papers

STUDY DESIGN: Clinical practice guideline development following the GRADE process.

OBJECTIVES: Hemodynamic management is one of the only available treatment options that likely improves neurologic outcomes in patients with acute traumatic spinal cord injury (SCI). Augmenting mean arterial pressure (MAP) aims to improve blood perfusion and oxygen delivery to the injured spinal cord in order to minimize secondary ischemic damage to neural tissue. The objective of this guideline was to update the 2013 AANS/CNS recommendations on the hemodynamic management of patients with acute traumatic SCI, acknowledging that much has been published in this area since its publication. Specifically, we sought …

Influence Of Neurotoxin Load On Parkinson’S Disease Pathophysiology, Abhishekh Pokhrel, Daniel Salinas, Nawaz Hack, Kelsey Potter-Baker

Research Symposium

Background: Parkinson’s disease (PD) is a debilitating neurodegenerative disorder impacting movement, mood, and cognition. Among those affected, veterans, due to their occupational exposures, are particularly susceptible, contributing to over 110,000 PD cases in the United States. Studies have largely attributed this increased prevalence among veterans to environmental neurotoxins such as Agent Orange, MPTP, and 6-OHDA. However, it remains unclear how neurotoxin exposure load influences biological mechanisms in PD. This study aims to elucidate the influence of neurotoxin load on PD-associated molecular changes, neuroplasticity, neurodegeneration, and cognitive and motor function within a clinical population of the Rio Grande Valley region …

Edge-Wise Analysis Reveals White Matter Connectivity Associated With Focal To Bilateral Tonic-Clonic Seizures, Sam S. Javidi, Xiaosong He, Ankeeta Ankeeta, Qirui Zhang, Salvatore Citro, Michael R. Sperling, Joseph I. Tracy

Farber Institute for Neuroscience Faculty Papers

OBJECTIVE: Focal to bilateral tonic-clonic seizures (FBTCS) represent a challenging subtype of focal temporal lobe epilepsy (TLE) in terms of both severity and treatment response. Most studies have focused on regional brain analysis that is agnostic to the distribution of white matter (WM) pathways associated with a node. We implemented a more selective, edge-wise approach that allowed for identification of the individual connections unique to FBTCS.

METHODS: T1-weighted and diffusion-weighted images were obtained from 22 patients with solely focal seizures (FS), 43 FBTCS patients, and 65 age/sex-matched healthy participants (HPs), yielding streamline (STR) connectome matrices. We used diffusion tensor-derived STRs …

Childhood Cancer Mutagenesis Caused By Transposase-Derived Pgbd5, Makiko Yamada, Ross R Keller, Rodrigo Lopez Gutierrez, Daniel Cameron, Hiromichi Suzuki, Reeti Sanghrajka, Jake Vaynshteyn, Jeffrey Gerwin, Francesco Maura, William Hooper, Minita Shah, Nicolas Robine, Phillip Demarest, N Sumru Bayin, Luz Jubierre Zapater, Casie Reed, Steven Hébert, Ignas Masilionis, Ronan Chaligne, Nicholas D Socci, Michael D Taylor, Claudia L Kleinman, Alexandra L Joyner, G Praveen Raju, Alex Kentsis

Faculty, Staff and Students Publications

Genomic rearrangements are a hallmark of most childhood tumors, including medulloblastoma, one of the most common brain tumors in children, but their causes remain largely unknown. Here, we show that PiggyBac transposable element derived 5 (Pgbd5) promotes tumor development in multiple developmentally accurate mouse models of Sonic Hedgehog (SHH) medulloblastoma. Most Pgbd5-deficient mice do not develop tumors, while maintaining normal cerebellar development. Ectopic activation of SHH signaling is sufficient to enforce cerebellar granule cell progenitor-like cell states, which exhibit Pgbd5-dependent expression of distinct DNA repair and neurodevelopmental factors. Mouse medulloblastomas expressing Pgbd5 have increased numbers of somatic structural DNA rearrangements, …

Mapping Sca1 Regional Vulnerabilities Reveals Neural And Skeletal Muscle Contributions To Disease, Lisa Duvick, W Michael Southern, Kellie A Benzow, Zoe N Burch, Hillary P Handler, Jason S Mitchell, Hannah Kuivinen, Udaya Gadiparthi, Praseuth Yang, Alyssa Soles, Carrie A Sheeler, Orion Rainwater, Shannah Serres, Erin B Lind, Tessa Nichols-Meade, Yun You, Brennon O'Callaghan, Huda Y Zoghbi, Marija Cvetanovic, Vanessa C Wheeler, James M Ervasti, Michael D Koob, Harry T Orr

Duncan NRI Faculty and Staff Publications

Spinocerebellar ataxia type 1 (SCA1) is a fatal neurodegenerative disease caused by an expanded polyglutamine tract in the widely expressed ataxin-1 (ATXN1) protein. To elucidate anatomical regions and cell types that underlie mutant ATXN1-induced disease phenotypes, we developed a floxed conditional knockin mouse (f-ATXN1146Q/2Q) with mouse Atxn1 coding exons replaced by human ATXN1 exons encoding 146 glutamines. f-ATXN1146Q/2Q mice manifested SCA1-like phenotypes including motor and cognitive deficits, wasting, and decreased survival. Central nervous system (CNS) contributions to disease were revealed using f-ATXN1146Q/2Q;Nestin-Cre mice, which showed improved rotarod, open field, and Barnes maze performance by 6-12 weeks of age. In contrast, …

Tumor Treating Fields Suppress Tumor Cell Growth And Neurologic Decline In Models Of Spinal Metastases, Daniel Ledbetter, Romulo Augusto Andrade De Almeida, Xizi Wu, Ariel Naveh, Chirag B Patel, Queena Gonzalez, Thomas H Beckham, Robert North, Laurence Rhines, Jing Li, Amol Ghia, David Aten, Claudio Tatsui, Christopher Alvarez-Breckenridge

Faculty, Staff and Student Publications

Spinal metastases can result in severe neurologic compromise and decreased overall survival. Despite treatment advances, local disease progression is frequent, highlighting the need for novel therapies. Tumor treating fields (TTFields) impair tumor cell replication and are influenced by properties of surrounding tissue. We hypothesized that bone's dielectric properties will enhance TTFields-mediated suppression of tumor growth in spinal metastasis models. Computational modeling of TTFields intensity was performed following surgical resection of a spinal metastasis and demonstrated enhanced TTFields intensity within the resected vertebral body. Additionally, luciferase-tagged human KRIB osteosarcoma and A549 lung adenocarcinoma cell lines were cultured in demineralized bone grafts …

Racial Disparities In The Utilization Of Invasive Neuromodulation Devices For The Treatment Of Drug-Resistant Focal Epilepsy, Juan Luis Alcala-Zermeno, Brandy Fureman, Caitlin L. Grzeskowiak, Ojas Potnis, Maria Taveras, Margaret W. Logan, Delanie Rybacki, Daniel Friedman, Daniel Lowenstein, Ruben Kuzniecky, Jacqueline French, Hep2 Investigators

Student Papers, Posters & Projects

Racial disparities affect multiple dimensions of epilepsy care including epilepsy surgery. This study aims to further explore these disparities by determining the utilization of invasive neuromodulation devices according to race and ethnicity in a multicenter study of patients living with focal drug-resistant epilepsy (DRE). We performed a post hoc analysis of the Human Epilepsy Project 2 (HEP2) data. HEP2 is a prospective study of patients living with focal DRE involving 10 sites distributed across the United States. There were no statistical differences in the racial distribution of the study population compared to the US population using census data except for …

The Influence Of Computerized Tomography Imaging On Treatment Of Periprosthetic Proximal Femur Fractures, Gill Gilworth, Katherine Harris, Toby L Morgan, Salma Ayis, Julia Fox-Rushby, Emma Godfrey, Nicholas S Hopkinson, Simon Lewin, Ka Keat Lim, Arietta Spinou, Stephanie J C Taylor, Patrick White

Faculty, Staff and Student Publications

Background

Pulmonary rehabilitation (PR) is a programme of exercise and education and the most effective treatment for the symptoms and disability associated with chronic obstructive pulmonary disease. However, the benefits of PR are limited by poor uptake and completion. This trial will determine whether using trained volunteer lay health workers, called “PR buddies,” improves uptake and completion of PR and is cost-effective. This trial protocol outlines the methods for evaluating effectiveness, cost-effectiveness, and acceptability.

Methods

The IMPROVE trial is a pragmatic, open, cluster randomised controlled trial planned in 38 PR services across England and Wales. PR services will be randomised …

Most Recent Advances And Applications Of Extracellular Vesicles In Tackling Neurological Challenges, Mandeep Kaur, Salvatore Fusco, Bram Van Den Broek, Jaya Aseervatham, Abdolmohamad Rostami, Lorraine Iacovitti, Claudio Grassi, Barbara Lukomska, Amit K. Srivastava

Cardeza Foundation for Hematologic Research

Over the past few decades, there has been a notable increase in the global burden of central nervous system (CNS) diseases. Despite advances in technology and therapeutic options, neurological and neurodegenerative disorders persist as significant challenges in treatment and cure. Recently, there has been a remarkable surge of interest in extracellular vesicles (EVs) as pivotal mediators of intercellular communication. As carriers of molecular cargo, EVs demonstrate the ability to traverse the blood-brain barrier, enabling bidirectional communication. As a result, they have garnered attention as potential biomarkers and therapeutic agents, whether in their natural form or after being engineered for use …

Automatic Active Lesion Tracking In Multiple Sclerosis Using Unsupervised Machine Learning, Jason Uwaeze, Ponnada A Narayana, Arash Kamali, Vladimir Braverman, Michael A Jacobs, Alireza Akhbardeh

Faculty, Staff and Student Publications

BACKGROUND: Identifying active lesions in magnetic resonance imaging (MRI) is crucial for the diagnosis and treatment planning of multiple sclerosis (MS). Active lesions on MRI are identified following the administration of Gadolinium-based contrast agents (GBCAs). However, recent studies have reported that repeated administration of GBCA results in the accumulation of Gd in tissues. In addition, GBCA administration increases health care costs. Thus, reducing or eliminating GBCA administration for active lesion detection is important for improved patient safety and reduced healthcare costs. Current state-of-the-art methods for identifying active lesions in brain MRI without GBCA administration utilize data-intensive deep learning methods.

OBJECTIVE: …

A Novel Spatiotemporal Graph Convolutional Network Framework For Functional Connectivity Biomarkers Identification Of Alzheimer’S Disease, Ying Zhang, Le Xue, Shuoyan Zhang, Jiacheng Yang, Qi Zhang, Min Wang, Luyao Wang, Mingkai Zhang, Jiehui Jiang, Yunxia Li

Faculty, Staff and Student Publications

BACKGROUND: Functional connectivity (FC) biomarkers play a crucial role in the early diagnosis and mechanistic study of Alzheimer's disease (AD). However, the identification of effective FC biomarkers remains challenging. In this study, we introduce a novel approach, the spatiotemporal graph convolutional network (ST-GCN) combined with the gradient-based class activation mapping (Grad-CAM) model (STGC-GCAM), to effectively identify FC biomarkers for AD.

METHODS: This multi-center cross-racial retrospective study involved 2,272 participants, including 1,105 cognitively normal (CN) subjects, 790 mild cognitive impairment (MCI) individuals, and 377 AD patients. All participants underwent functional magnetic resonance imaging (fMRI) and T1-weighted MRI scans. In this study, …

Safety And Efficacy Of Dynamic Catheter-Directed Cerebral Digital Subtraction Angiography For Diagnosis Of Bowhunter Syndrome Spectrum Disorders: A Systematic Review Of The Literature, Joo Won Choi, Yang Qiao, Tej I Mehta, Jessica N Wilson, Trevor H Torigoe, Samuel Tsappidi, Y Jonathan Zhang, Stacy C Brown, Ferdinand K Hui, Todd Abruzzo

Faculty, Staff and Student Publications

Introduction: Dynamic catheter-directed cerebral digital subtraction angiography (dcDSA) is the gold standard for diagnosing dynamic vascular occlusion syndromes such as bowhunter syndrome (BHS). Nonetheless, concerns about its safety exist and no standardized protocols have been published to date.

Methods: We describe our methodology and insights regarding the use of dcDSA in patients with BHS. We also perform a systematic literature review to identify cases of typical and atypical presentations of BHS wherein dcDSA was utilized and report on any procedural complications related to dcDSA.

Results: Our study included 104 cases wherein dcDSA was used for the diagnosis of BHS. There …

Safety And Tolerability Of Atogepant For The Preventive Treatment Of Migraine: A Post Hoc Analysis Of Pooled Data From Four Clinical Trials, Paul Rizzoli, Michael Marmura, Jennifer Robblee, Jennifer Mcvige, Sara Sacco, Stephanie Nahas, Jessica Ailani, Rosa De Abreu Ferreira, Julia Ma, Jonathan Smith, Brett Dabruzzo, Messoud Ashina

Department of Jefferson Headache Center Papers and Presentations

BACKGROUND: Conventional, non-specific preventive migraine treatments often demonstrate low rates of treatment persistence due to poor efficacy or tolerability. Effective, well-tolerated preventive treatments are needed to reduce migraine symptoms, improve function, and enhance quality of life. Atogepant is a migraine-specific oral calcitonin gene-related peptide receptor antagonist that is indicated for the preventive treatment of migraine in adults. This analysis evaluated the safety and tolerability profile of atogepant for the preventive treatment of migraine, including adverse events (AEs) of interest, such as constipation, nausea, hepatic safety, weight changes, and cardiac disorders.

METHODS: This post hoc analysis was performed using data pooled …

A Structured, Journal-Led Peer-Review Mentoring Program Enhances Peer Review Training, Ariel Maia Lyons-Warren, Whitley W Aamodt, Kathleen M Pieper, Roy E Strowd

Faculty, Staff and Students Publications

BACKGROUND: Peer review is essential to the advancement of knowledge. However, training on how to conduct peer review is limited, unorganized, and not well studied. Thus, we sought to determine if a structured mentored peer-review program improved peer review training as measured by multiple quantitative and qualitative assessments.

METHODS: This pre-post intervention study enrolled 55 mentees across 5 cohorts from 2020 to 2023. Each cohort completed pre-program evaluations, participated in 2 mentored reviews, and completed post-program evaluations over 6 months. Mentors and mentees completed pre-program demographic and review experience questionnaires. Outcome measures included (1) total and sub-scores on the modified …

Antioxidant Responses And Phytochemical Accumulation In Raphanus Species Sprouts Through Elicitors And Predictive Models Under High Temperature Stress, María-Trinidad Toro, Roberto Fustos-Toribio, Jaime Ortiz, José Becerra, Nelson Zapata, María Dolores López-Belchí

Faculty, Staff and Students Publications

Crop production is being impacted by higher temperatures, which can decrease food yield and pose a threat to human nutrition. In the current study, edible and wild radish sprouts were exposed to elevated growth temperatures along with the exogenous application of various elicitors to activate defense mechanisms. Developmental traits, oxidative damage, glucosinolate and anthocyanin content, and antioxidant capacity were evaluated alongside the development of a predictive model. A combination of four elicitors (citric acid, methyl jasmonate—MeJa, chitosan, and K2SO4) and high temperatures were applied. The accumulation of bioactives was significantly enhanced through the application of two elicitors, K2SO4 and methyl …