Medical Sciences Commons^™

Comparative Analysis Of Mlp And Cnn Models For Cardiac Arrhythmia Classification, Veltman Okey-Ejowhor, Vahid Emamian

Posters - 2026

Electrocardiogram (ECG) is a record of the electric activity of the heart over time. ECG analysis plays a pivotal role in diagnosing critical heart conditions. Significant developments have been made in the realm of deep learning and applied artificial intelligence. These deep learning models have been utilized heavily because of their ability to analyze deep morphological features of each signal. The model architecture used in this study is a convolutional neural network (CNN) combined with a multi-layered perceptron (MLP). The MLP acts as an input filter that classifies normal heartbeat signals from abnormal. The CNN is the second filter in …

Human Biology Group Project, Wroud Saleh

Open Educational Resources

No abstract provided.

How I Do It: The Transtracheal Approach For Awake Cricopharyngeal Botulinum Toxin Injection, Andrew Tritter, Alexander Simko, Karim Asi

Faculty, Staff and Student Publications

This transtracheal technique for cricopharyngeal botulinum toxin injection is a safe and effective option for chemodenervation of this muscle in the awake patient. Its advantages include reduced risk of toxin spread to intrinsic laryngeal muscles, the ability to administer higher doses of botulinum toxin, improved access to the entire length of the cricopharyngeus, and avoidance of general anesthesia.

Growth Failure And Early Recurrence In Congenital Diaphragmatic Hernia: An International Cohort Study, Rachel C Bordelon, Kylie I Holden, Charles C Miller, Ashley H Ebanks, Kevin P Lally, Matthew T Harting, Allison L Speer, Representing The Congenital Diaphragmatic Hernia Study Group

Faculty, Staff and Student Publications

Purpose: The primary objective was to determine whether growth failure (GF) is associated with early recurrence in congenital diaphragmatic hernia (CDH). The secondary objective was to characterize the prevalence and severity of GF in CDH survivors.

Background: GF is common among CDH survivors, yet it is unclear how growth challenges affect overall morbidity, including hernia recurrence. CDH-specific nutritional guidelines include high calorie and protein targets during periods of acute illness but may benefit from clarifying the relationship between growth and adverse outcomes in this population.

Methods: This multicenter cohort study retrospectively analyzed prospectively collected data from the CDH Study Group …

Associations Between Sociodemographic Predictors And Age Of Referral For Autism Spectrum Disorder (Asd) Diagnosis Since The Beginning Of The Covid-19 Pandemic, Mallika Mathur, Ruosha Li, Sandra Mckay, Christine Markham, Deepali K Ernest, Shreela Sharma

Faculty, Staff and Student Publications

Purpose: Sociodemographic characteristics, such as race and ethnicity, are associated with delays in ASD diagnosis. However, limited literature has examined the characteristics associated with delayed diagnosis since the start of the COVID-19 pandemic. This study aimed to identify the individual and aggregate sociodemographic characteristics associated with the age at which a child receives a referral for a diagnosis (from March 2020 to May 2023) and evaluate the impacts of the pandemic on this association.

Methods: Using cross-sectional data obtained from patients' electronic health records and the U.S. Census Bureau, we examined associations using linear regressions (N = 507). A subgroup …

Nuclear Receptor Subfamily 4 Group A Member 2 Induces A Warburg-Like Effect And Promotes Phospholipids Synthesis In The Mouse Heart, Sadia Ashraf, Dorcas Odogwu, David D Mcpherson, Romain Harmancey

Faculty, Staff and Student Publications

Myocardial metabolic flexibility is critical to ensuring the heart's capacity to maintain contraction and cellular functions under rapidly evolving environmental conditions. Although it is a tightly regulated process, loss of metabolic flexibility is often regarded as a contributing factor to heart failure. This study aims to determine the effects of the early response transcription factor nuclear receptor subfamily 4 group A member 2 (NR4A2) on cardiac metabolism and the resulting impact on left ventricular function. A multiomics approach combining the analysis of global ventricular gene expression, genome-wide NR4A2 binding, and untargeted metabolomics was used to track the molecular effects of …

Folic Acid–Carbon Dot–Gemcitabine Nanoparticles For Targeted Cancer Drug Delivery, Irfan Huda, Hua Mei

SPARK Symposium Presentations

This project aims to develop a folic acid-attached carbon dot nanoparticle system (FA-CDs-GEM) for the targeted delivery of gemcitabine to cancer cells. While gemcitabine is widely used, its effectiveness is limited because a short in vivo half life and lack of selectivity, which lead to severe side effects. Carbon dots offer a simple and modifiable platform as the drug delivery and bioimaging agent. Conjugation of folic acid to the carbon dots enables selective targeting of cancer cells that overexpress folate receptors. In this study, we synthesized and characterized FA-CD-GEM nanoparticles and developed an HPLC calibration curve of GEM to accurately …

Human Osteosarcoma Cell Line That Overexpresses Cd4/Ccr5 Or Cd4/Cxcr4 To Study Hiv-Host Interactions, Harry Baffour Awuah

Biotechnology Theses

Human immunodeficiency virus type 1 (HIV-1) entry into host cells occurs through interactions between the viral surface envelope glycoprotein (Env) and the host receptor CD4, and co-receptors CCR5 or CXCR4. However, understanding these interactions in membrane contexts remains limited due to low receptor and coreceptor densities in commonly used cell models. To address this, we developed cellular systems with elevated CD4 expression and either CCR5 or CXCR4. Human osteosarcoma cells (HOS), which lack endogenous surface expression of HIV receptor (CD4) and co-receptors (CCR5 or CXCR4), were engineered via lentiviral transduction to overexpress CD4 and either CCR5 or CXCR4. Cells were …

Dean's Report- Spring 2026, Marina K. Holz

GSBMS Dean’s Report

No abstract provided.

Heroes Of Medicine In The Rio Grande Valley: Documentary Interview With Dr. Cynthia Cavazos Gonzalez, Cynthia Cavazos Gonzalez, Raquel Elena Orellana

Heroes of Medicine in the Rio Grande Valley

Cynthia Cavazos Gonzalez PhD is an Associate Professor of Clinical Practice at UTRGV in Edinburg, Texas and she is the clinic director of the UTRGV Psychology training clinic. She completed a doctoral degree in Clinical Psychology from California School of Professional Psychology in Fresno, California. Her doctoral degree is in Clinical Psychology with a major specialization in Neuropsychology and minor specialization in Health Psychology. She completed an APA-accredited pre-doctoral internship at UTMB in Galveston with a major emphasis in hospital consultation, outpatient psychotherapy, and psychological and neuropsychological evaluations with diverse populations. She completed an informal neuropsychology post-doctoral residency in Texas …

The Effects Of Body Mass Index On Fertility And In Vitro Fertilization, Morgan R. Kidd

Honors College Theses

In-vitro fertilization (IVF) is the most widely used type of assisted reproductive technology for treating infertility arising from a number of conditions. As obesity rates continue to climb in the United States, infertility has been discovered to have a direct correlation. Individuals that fall below or above the healthy body mass index range are found to have disrupted regulation of the hypothalamic-pituitary-gonadal axis, resulting in diminished reproductive health. Those that are diagnosed as infertile due to conditions caused by the effects of low body mass index or high body mass index may seek assisted reproductive technologies to intervene in achieving …

Effects Of “Zero Sugar” Energy Drinks On Microbial Proliferation In Relation To The Gastrointestinal Microbiome, Madison Hines

Honors Theses

Energy drinks have rapidly increased in popularity and availability in recent years. With the rise of high-caffeine beverages, complications due to caffeine consumption have become more common in younger populations. The aim of this study was to use controlled laboratory methods to determine the effect of energy drinks on a variety of organisms commonly found in the gastrointestinal (GI) tract. The diverse and dynamic nature of microbes in the gut makes conditions of the GI tract difficult to replicate in a laboratory setting. As an alternative, isolates of bacteria commonly found as normal flora in the GI tract were plated …

Effects Of Ndbi With Just-In-Time Programming Of Vsds On Communication Of Children With Asd, Jenna M. Rogers

College of Education and Human Sciences: Dissertations, Theses, and Student Research

Autism Spectrum Disorder (ASD) is a prominent neurological and developmental disability that often requires communication support, such as Augmentative and Alternative Communication (AAC). Visual Scene Displays (VSDs) are an AAC support that directly immerses in the user’s life, using images from real environments the user has or may experience. Naturalistic Developmental Behavioral Intervention (NDBI) is an evidence-based approach to early intervention that targets social communication during naturalistic routines, including those who rely on AAC support to communicate. Despite recent research indicating that combining NDBI and AAC is a promising approach (Pope et al., 2024), no studies to date have examined …

Dean's Update, April 2026, Neil W. Schluger

SOM Dean's Research Newsletter

No abstract provided.

The Association Of Apolipoprotein E Ε4 With Symptomatic Intracerebral Hemorrhage, Mri Markers And Cognition In Dutch-Type Hereditary Cerebral Amyloid Angiopathy, Maaike C. Van Der Plas, Rosemarie Van Dort, Ingeborg Rasing, Yongxi Long, Erik W. Van Zwet, Matthias J.P. Van Osch, Hamid R. Sohrabi, Kevin Taddei, Samantha L. Gardener, Ralph N. Martins, Steven M. Greenberg, Gisela M. Terwindt, Marianne A.A. Van Walderveen, Marieke J.H. Wermer

Research outputs 2022 to 2026

Background: Apolipoprotein E (APOE) genotype influences the presence, course and severity of sporadic cerebral amyloid angiopathy (sCAA). We investigated the effect of the APOE ε4-allele on clinical and neuroradiological outcomes in mutation-carriers with Dutch-type hereditary (D-)CAA. Methods: Participants with D-CAA from a prospective cohort study, with data collected on history of symptomatic intracerebral hemorrhages (sICH) and vascular risk factors, underwent 3 Tesla magnetic resonance imaging (MRI) scans to assess macrobleeds, cerebral microbleeds (CMBs), cortical superficial siderosis (cSS), enlarged perivascular spaces (EPVS), white matter hyperintensity (WMH) volume and WMH multispot lesions. Global cognition was measured using Montreal Cognitive Assessment (MoCA) and …

Impact Of Plasma Ptau181 Levels On Clinician Diagnostic Confidence And Management In Memory And Cognition Clinics: A Multi-Site Before-And-After Study, Johannes C. Michaelian, Azadeh Feizpour, James C. Vickers, Jane E. Alty, Jessica M. Collins, Vincent Doré, Catriona Ireland, Anna E. King, Ralph N. Martins, Michael Woodward, Sharon L. Naismith, Christopher C. Rowe

Research outputs 2022 to 2026

Introduction: Recent advances allow blood tests to detect key proteins linked to Alzheimer's disease (AD). Methods: In this before-and-after study across three Australian memory and cognition clinics, we evaluated the impact on clinicians' diagnostic confidence and management following disclosure of routine patients' AD probability, using predefined plasma phosphorylated tau 181 (pTau181) thresholds set at 90% sensitivity and 90% specificity for amyloid-beta (Aβ) positron emission tomography (PET) positivity. Results: One hundred thirteen participants (mean age: 71.2 ± 8.4; mean Mini-Mental State Examination score: 27.7 ± 2.5) with dementia (n = 17, 15.0%), mild cognitive impairment (n = 48, 42.5%), and subjective …

Neutrophil-Microglia Interaction Drives Motor Dysfunction In A Neuromyelitis Optica Model Induced By Subarachnoid Aqp4-Igg, Fangfang Qi, Vanda A Lennon, Shunyi Zhao, Yong Guo, Husheng Ding, Caiyun Liu, Whitney M Bartley, Tingjun Chen, Claudia F Lucchinetti, Long-Jun Wu

Faculty, Staff and Student Publications

Neutrophils and neutrophil extracellular traps (NETs) contribute to early neuromyelitis optica (NMO) histopathology initiated by IgG targeting astrocytic aquaporin-4 (AQP4) water channels. Yet, the mechanisms underlying neutrophil recruitment and their pathogenic roles in disease progression remain unclear. To investigate molecular-cellular events preceding classical complement cascade activation in a mouse NMO model, we continuously infused, via spinal subarachnoid route, a non-complement-activating mouse monoclonal AQP4-IgG. Parenchymal infiltration of netting neutrophils containing C5a ensued with microglial activation and motor impairment but no blood-brain barrier leakage. Motor impairment and neuronal dysfunction both reversed when AQP4-IgG infusion stopped. Two-photon microscopy and electron microscopy-based reconstructions revealed …

Structural-Functional Analyses Of The Huntingtin/Hap40 Complex In Drosophila And Humans, Stephen M Farmer, Amanda Solbach, Shiyu Xu, Beatriz Rios, Xin Ye, Amy Gao, Daniela Covarrubias, Yue Yu, Lili Ye, Vicky Chuong, Erin Furr Stimming, Haiqing Zhao, Sheng Zhang

Faculty, Staff and Student Publications

Huntington's disease (HD) is a neurodegenerative disorder caused by an abnormal CAG expansion in the Huntingtin (HTT) gene. Given its simple genetic cause but complex pathogenic mechanisms, interest in targeting HTT for HD treatment is growing, necessitating a clear understanding of HTT regulation. HTT protein primarily exists in a core complex with HAP40, forming a highly ordered structure with two large globular domains connected by a bridge. We previously demonstrated that HAP40 is conserved in

Analyzing The Effect Of Melatonin On B Cells' Expression Of Cd36, Caitlyn Pinaga, Gabriella Galdeano, Nayi Gonzalez, Emma Welsch

Posters - 2026

• B cells specifically target pathogens and proliferate to make a plasma cell and secrete antibodies when stimulated. They use glucose as a main energy source but can also use fatty acids. • CD36 is a glycoprotein involved in the transportation and metabolism of fatty acids. • B cells express CD36 in unusually high levels in autoimmune patients. It is unknown as to how this occurs. • Melatonin is a hormone produced in the pineal gland, commonly known for its function in regulating the circadian rhythm. • Melatonin is also known as a master cell regulator and is believed to …

Detecting Cancer Genes Using Graph Neural Networks, Marvin Masabo Nkaka

Posters - 2026

• Cancer survival prediction is challenging due to the complexity of genomic data and limited samples especially for rarer cancer types. • To address this challenge, we developed an Artificial Neural Network (ANN) model for survival analysis using RNA-sequencing gene expression data from The Cancer Genome Atlas (TCGA). • Moreover, a key concept we investigate was how transfer learning enhanced our model’s performance especially for rarer cancer types difficult to perform accurate survival analysis due to their limited samples.

Complement Anaphylatoxin C5a-Induced Mouse Lymphatic Functions Modulate Interactions Between Endothelial Cells And T Lymphocytes, Haydn E Rich, Yi-Dong Li, Kathryn D Hok, Stacey L Mueller-Ortiz, Aleksey Y Domozhirov, Anthony Shadid, Rajarajan A Thandavarayan, Hari Krishna Yalamanchili, Marie-Francoise Doursout, Tingting Weng-Mills, Faraz Bishehsari, Nirmal K Banda, Kristin L Eckel-Mahan, Marcos I Restrepo, Pooja Shivshankar

Faculty, Staff and Students Publications

The lymphatic system is a highly branched endothelial tubular network that facilitates the migration of immune cells from the peripheral tissues to lymph nodes (LNs) and other lymphoid organs. Complement factors are essential for innate and adaptive immune functions. Complement anaphylatoxin C5a is crucial in vascular endothelial cell activation and lymphocyte polarization. Understanding the impact of C5a and its cognate receptor C5ar1 signaling on lymphatic function could provide new insights into the mechanisms of immune dysregulation observed in chronic inflammatory diseases. We demonstrate that acute C5a challenge in wildtype C57B6/J mice significantly reduced lymph propulsion compared to their C5ar1-deficient counterparts. …

Weight Loss And Chronic Rhinosinusitis In The Obese Population: Associations With Disease Risk And Burden, Zain Mehdi, Akshay R Prabhakar, Jagan M R Dwarampudi, Justina R Varghese, Heli Majeethia, Faizaan Khan, Roshan Dongre, Franklin M Wu, Aatin Dhanda, Sebastian Guadarrama-Sistos-Vazquez, Tania Banerjee, Renjie Hu, Amber U Luong, Dennis M Tang, Edward D Mccoul, Mohammad Chaaban, Masayoshi Takashima, Omar G Ahmed

Faculty, Staff and Student Publications

Objective: Obesity is associated with increased risk and severity of chronic rhinosinusitis (CRS), yet the impact of weight loss (WL) on CRS development and burden is not well defined. This study investigates whether weight reduction influences the likelihood of developing CRS and improves clinical outcomes among obese adults.

Methods: Retrospective cohort study using the NIH All of Us database. Obese adults (BMI ≥ 30) with complete demographics and follow-up were included. To assess CRS onset, patients were stratified into sequential WL cohorts and followed for 1 year. To assess CRS outcomes, patients who lost ≥ 5 BMI points were categorized …

Complex Iliac Artery And Iliocaval Venous Reconstruction Using Temporary, Redundant Graft To Facilitate Resection Of Recurrent Metastatic Sex Stromal Tumor, Shah-Jahan M Dodwad, Blaz Podgorsek, Ezra Koh, Taha S Zaidi, Justin E Bird, Shalin S Patel, Thanila A Macedo, Gustavo S Oderich

Faculty, Staff and Student Publications

We report a complex case of recurrent, metastatic sex cord stromal tumor involving the pelvic vasculature and spinal nerves. Posterior and anterior approaches were required with redo iliac artery reconstruction using a temporary, redundant aortoiliac to right external iliac artery graft and iliocaval venous reconstruction. After completion of tumor resection from nerve structures, reconstruction of the right iliac veins was completed and the redundant aortoiliac arterial graft was shortened. The redundant graft minimized ischemia time, enabling meticulous dissection and tumor removal. This case underscores the importance of multidisciplinary collaboration in managing rare, aggressive malignancies with complex vascular and neural involvement.

Complex Iliac Artery And Iliocaval Venous Reconstruction Using Temporary, Redundant Graft To Facilitate Resection Of Recurrent Metastatic Sex Stromal Tumor, Shah-Jahan M Dodwad, Blaz Podgorsek, Ezra Koh, Taha S Zaidi, Justin E Bird, Shalin S Patel, Thanila A Macedo, Gustavo S Oderich

Faculty, Staff and Student Publications

We report a complex case of recurrent, metastatic sex cord stromal tumor involving the pelvic vasculature and spinal nerves. Posterior and anterior approaches were required with redo iliac artery reconstruction using a temporary, redundant aortoiliac to right external iliac artery graft and iliocaval venous reconstruction. After completion of tumor resection from nerve structures, reconstruction of the right iliac veins was completed and the redundant aortoiliac arterial graft was shortened. The redundant graft minimized ischemia time, enabling meticulous dissection and tumor removal. This case underscores the importance of multidisciplinary collaboration in managing rare, aggressive malignancies with complex vascular and neural involvement.

Carotid Endarterectomy Remains A Feasible Bailout For Progressive Disease After Transcarotid Artery Revascularization: A Case Report, Aidin Baghbani, Blaz Podgorsek, Jason B Storch, Gordon H Martin, Naveed U Saqib, Daniel G Miles

Faculty, Staff and Student Publications

Carotid endarterectomy (CEA) remains the gold standard for carotid revascularization, though transcarotid artery revascularization (TCAR) has emerged as a less invasive alternative. We present a 67-year-old man with prior bilateral TCAR who developed severe right internal carotid artery restenosis 14 months after the procedure. Imaging confirmed >80% stenosis due to progressive plaque burden compressing the stent. The patient underwent successful CEA with en bloc stent explant using a standard technique. Recovery was uneventful. This case demonstrates the technical feasibility and safety of surgical stent explant after TCAR and reinforces CEA as a reliable salvage strategy when stent failure or disease …

Distinct Effects Of Complement C4a And C4b Copy Numbers In Systemic Sclerosis Serological And Clinical Subtypes, Javier Martínez-López, Carlos Rangel-Peláez, Inmaculada Rodriguez-Martin, Alfredo Guillen-Del-Castillo, Carmen P Simeón-Aznar, José L Callejas, Oliver Distler, Susanna M Proudman, Mandana Nikpour, Nicolas Hunzelmann, Gianluca Moroncini, Jeska K De Vries-Bouwstra, Ariane L Herrick, Yannick Allanore, Marta E Alarcon-Riquelme, Lorenzo Beretta, Shervin Assassi, Christopher P Denton, Maureen D Mayes, Javier Martin, Marialbert Acosta-Herrera, Martin Kerick

Faculty, Staff and Student Publications

Objective: Complement component 4 (C4), encoded by C4A and C4B within the major histocompatibility complex (MHC) on chromosome 6, regulates the immune response and clears immune complexes. The variable copy number (CN) of C4 genes and retroviral human endogenous retrovirus K (HERV-K) element influence its function. Given the relationship of C4 CN with systemic sclerosis (SSc) risk, we assessed associations with SSc clinical and serologic subtypes.

Methods: We compared imputed C4 CNs across SSc subgroups (4,049 anticentromere positive [ACA+]; 2,200 anti-topoisomerase I [ATA+]; 577 anti-RNA polymerase [ARA+]; 1,078 triple-negative [TN] patients; 6,295 limited cutaneous SSc [lcSSc]; and 2,946 diffuse cutaneous …

Vascular Disease Patient Information Page: Hereditary Hemorrhagic Telangiectasia (Hht), Rohan R Kasthuri, Harish Eswaran, Karen Smith, Raj S Kasthuri

Faculty, Staff and Student Publications

No abstract provided.

Platelets Cause Microvascular Occlusion And Delayed Neurological Deficits After Subarachnoid Hemorrhage In Mice., Ari Dienel, Sung-Ha Hong, Kiara Torres, Kanako Matsumura, Jose Guzman, Peeyush Thankamani Pandit, Bibek Samal, Harveen Kaur, Samitha Nemirajaiah, Angelica Bernal, H Alex Choi, Louise D Mccullough, Spiros L Blackburn, Jaroslaw Aronowski, Devin W Mcbride

Faculty, Staff and Student Publications

After subarachnoid hemorrhage (SAH), some patients develop delayed neurological deficits (DND). Microthrombi are considered a contributing factor to DND, but clinical trials of antiplatelets had mixed results. Existing research suggests that platelets play a role in the etiology of DND, but no comprehensive study has tested causality between platelets and DND after SAH. Here we hypothesize that after SAH, platelet activation promotes microthrombi formation, occlusion of the brain microvasculature and contributes to DND, and that inhibiting platelet aggregation is a therapeutic strategy. Mice experiencing SAH were administered various interventions. The animals were subjected to stimulation of platelets, platelet depletion, or …

Correction: Prospective Trial Of Cerebrospinal Fluid Filtration After Aneurysmal Subarachnoid Hemorrhage Via Lumbar Catheter Extension (Pillar-Xt), Spiros L Blackburn, Marc A Babi, Andrew W Grande, Omar A Choudhri, Erik F Hauck, Christopher P Kellner, Michael C Giordano, Shivanand P Lad, Aaron R Mccabe

Faculty, Staff and Student Publications

This corrects the article "Prospective Trial of Cerebrospinal Fluid Filtration After Aneurysmal Subarachnoid Hemorrhage via Lumbar Catheter Extension (PILLAR-XT)" in volume 43 on page 934.

Outcomes After Pulmonary Artery Flow Reducer Implantation In High-Risk Neonates With Congenital Heart Disease And Pulmonary Overcirculation, Cihangir Buyukgoz, Shyam Sathanandam, Neil Tailor, Ashley Molloy, Thomas Spentzas, Karthik Ramakrishnan, Christopher Knott-Craig, Umar Boston

Faculty, Staff and Student Publications

Background: Surgical outcomes in neonates with complex congenital heart disease (CHD) and pulmonary overcirculation (POC) initially palliated with pulmonary flow reducers (PFRs) were evaluated.

Methods: This was a retrospective study conducted between January 1, 2020 and December 31, 2023. Eleven neonates underwent PFR palliation. Fenestrated Medtronic microvascular plugs (PFRs) were delivered into the branch pulmonary artery (PA). The target surgical procedure involved the removal of PFRs and biventricular repair (n = 9) or single-ventricle palliation (n = 2).

Results: Patients were deemed high risk on the basis of prematurity (n = 5), early gestational age (n = 5), heterotaxy (n …