Life Sciences Commons^™

Environmental Enrichment Reduces Cue-Induced Reinstatement Of Heroin-Seeking Following Prolonged Use And Reverses Region-Specific Heroin-Induced Neuroadaptations, Apoorva Vashisht

Dissertations, Theses, and Capstone Projects

Background: Relapse remains the greatest barrier to long-term recovery and the consequential rising overdose-related mortality in heroin use disorder (HUD). Currently available behavioral and pharmacological interventions fail to extend their benefits beyond the duration of the treatment. Additionally, opioid agonist-based medications accompany harmful neurobiological risks and propensity to promote further drug-seeking post-treatment. We have shown that environmental enrichment (EE), as a therapeutic strategy applied after drug intravenous-self administration (IVSA), can effectively facilitate abstinence and reduce reinstatement of drug-seeking in animal models of drug abuse. Moreover, dopamine receptors like D1 and D3, and mu-opioid (MO) receptors are well known for their …

Disturbance And Diversity: Lichens In Changing Landscapes, Laura Boggess

Dissertations, Theses, and Capstone Projects

Disturbance is a fundamental ecological force that shapes biodiversity, community composition, and ecosystem function. Human-driven disturbances—such as habitat fragmentation, deforestation, and air pollution—are increasing worldwide, altering ecosystems at unprecedented rates. While ecological research has illuminated many effects of disturbance, significant knowledge gaps remain for underappreciated but ecologically vital organisms, such as lichens. Lichens are obligate symbioses between at least one fungus and one alga or cyanobacterium. As such, they are sensitive bioindicators of environmental change, offering unique insights into ecosystem health due to their responses to stressors such as poor air quality, habitat fragmentation, and deforestation. Yet, their responses to …

When Avatars Go To School: The Effect Of Virtual Reality On Learning And Error Correction, Lauren Barack

Dissertations, Theses, and Capstone Projects

The pandemic in 2020 led to an increasing dependency on technology particularly in learning environments. National educational assessments in the proceeding years have indicated steep, measurable learning loss. While a fully virtual learning environment is not the norm today, we chose to investigate how virtual reality (VR) environments influence learning in college students.

Our primary research goal was to look at how students learn and remember information gathered in virtual spaces. In particular, we examined whether sensory inputs in the VR environment, including spatial audio and haptic feedback, such as vibrations felt in a handheld controller, would help to better …

Understanding How Genetic Mutations Induce Oligodendrocyte Progenitors To Become Cancer Cells, Dennis Huang

Dissertations, Theses, and Capstone Projects

Gliomas are the most devastating adult brain tumors characterized by poor survival rate and limited options for treatment. Previous studies have shown that they are very heterogeneous and can be further sub-classified based on their transcriptional signature and the presence of specific mutations. One such subtype, is the “proneural glioma”, which is characterized by the enrichment in oligodendrocyte progenitor cell (OPC) transcripts and mutations in genes encoding for the tumor suppressor P53 (Trp53) and for Platelet Derived Grow Factor (PDGF) signaling. Since OPCs are the most abundant proliferative population in the adult brain, in this …

Memory Interference In The Lateral Entorhinal Cortex, Omar Ghazy

Dissertations, Theses, and Capstone Projects

Memory interference occurs when previously formed memories disrupt the acquisition or retrieval of new information. A prominent example of proactive interference is latent inhibition (LI), defined as a reduced ability to form or express Pavlovian associations with a stimulus following non-reinforced exposure. The interference-based model suggests that LI arises because the memory that the pre-exposed stimulus is inconsequential interferes with the memory that it predicts a reinforcer.

Because interference increases with age, identifying its neural basis may help prevent or slow cognitive decline. Prior studies using the LI paradigm implicate the entorhinal cortex (EC) in retrieving the memory that a …

Decoding The Plant Metabolome: A Metabolomics Approach To Guereza (Colobus Guereza) Feeding Ecology In Kibale National Park, Uganda, Emma Grace Thurau

Dissertations, Theses, and Capstone Projects

Plant metabolites, an elusive and diverse group of plant chemicals, represent a complex chemical interplay between plants and herbivores. Plants contain essential nutrients necessary for herbivore survival, yet herbivore consumption results in negative fitness consequences to a plant. This relationship has triggered a coevolutionary arms race in which plants have evolved chemical defenses to prevent herbivore consumption and herbivores, in response, have evolved their own counter-adaptations. This arms race has led to the diverse numbers of herbivores and plants observed today; therefore, these plant metabolites act as a signature of evolution through their influence on herbivore adaptations. Plant metabolites are …

Aged Regulatory T Cells Fail To Control Autoimmune Lacrimal Gland Pathogenic Cd4+ T Cells, Kaitlin K Scholand, Laura Schaefer, Gowthaman Govindarajan, Zhiyuan Yu, Jeremias G Galletti, Cintia S De Paiva

Faculty, Staff and Students Publications

CD25KO mice are a model of Sjögren disease. CD25KO mice have severe inflammation and infiltrating lymphocytes to the lacrimal glands (LG). Whether the pathogenicity of CD25KO CD4+ T cells can be controlled in vivo by Tregs is unknown. Eight-week-old B6 and CD25KO mice LGs were submitted for RNA bulk sequencing. A total of 3481 genes were differentially expressed in CD25KO LG compared to B6. Tear washing analysis identified CD25KO mice had elevated protein levels of TNF, IFN-γ, and CCL5 and decreased protein levels of IL-12p40 and VEGF-A. Co-adoptive transfer of CD25KO CD4+ T cells with either young or aged B6 …

Parp Inhibitor Response Is Enhanced In Prostate Cancer When Xrcc1 Expression Is Reduced, Kaveri Goel, Vani Venkatappa, Kimiko L Krieger, Dongquan Chen, Arun Sreekumar, Natalie R Gassman

Faculty, Staff and Students Publications

Prostate cancer (PCa) is the second most common cancer worldwide and the fifth leading cause of cancer-related deaths among men. The emergence of metastatic castration-resistant prostate cancer (mCRPC) after androgen deprivation therapy (ADT) exemplifies the complex disease management for PCa. PARP inhibitors (PARPis) are being tested to treat mCRPC in tumors with defective homologous recombination repair (HRR) to address this complexity. However, increasing resistance towards PARPi in HRR-deficient patients and the low percentage of HRR-defective mCRPC patients requires the identification of new genes whose deficiency can be exploited for PARPi treatment. XRCC1 is a DNA repair protein critical in the …

Stress, Employment Changes, And Psychological Distress Among Caregivers Of Patients With Head And Neck Cancer, Lama Abdurrahman, Vlad C Sandulache, Cielito Reyes-Gibby, Erich M Sturgis, Pavan Jhaveri, Hoda Badr

Faculty, Staff and Students Publications

Importance: Patients undergoing external beam radiation therapy (EBRT) for head and neck cancer (HNC) often experience adverse effects that require substantial caregiving. The burdens of caregiving can impact caregiver employment and mental health over time, yet this topic remains underexplored.

Objective: To examine the associations between caregiving for patients with HNC who undergo EBRT and caregiver stress, employment status, and psychological distress.

Design, setting, and participants: This was a secondary analysis of data from a longitudinal survey study that surveyed caregivers at baseline (ie, at initiation of EBRT) and at 4-month and 12-month follow-ups. The study was conducted at 2 …

The Aging Ovary Stands On The Shoulders Of Giant Multinucleated Cells, Avery A Ahmed, Stephanie A Pangas

Faculty, Staff and Students Publications

Reproductive aging is associated with declining fertility and increasing inflammation, though these events are not well understood. An exciting new study in PLOS Biology utilizes cutting-edge technologies to characterize the role of multinucleated giant cells in ovarian aging.

Changes In The Fxr-Cistrome And Alterations In Bile Acid Physiology In Wilson Disease, Clavia Ruth Wooton-Kee, Hari K Yalamanchili, Islam Mohamed, Manal Hassan, Kenneth D R Setchell, Monica Narvaez Rivas, Ayse K Coskun, Vasanta Putluri, Nagireddy Putluri, Prasun Jalal, Michael L Schilsky, David D Moore

Children’s Nutrition Research Center Staff Publications

Background: Wilson disease (WD) is an autosomal recessive disorder that results in excessive hepatic copper, causing hepatic steatosis, inflammation, fibrosis, cirrhosis, and liver failure. Previous studies have revealed dysregulation of many farnesoid X receptor (FXR) metabolic target genes in WD, including the bile salt exporter pump, the major determinant of bile flow.

Methods: We tested the hypothesis that the FXR-cistrome is decreased in Atp7b-/- mice in accord with dysregulated bile acid homeostasis.

Results: FXR binding within Atp7b-/- mouse livers displayed surprising complexity: FXR binding was increased in distal intergenic regions but decreased in promoter regions in Atp7b-/- versus wild-type mice. …

Impact Of Seed Moisture And Temperature On Hemp Seed Germination, Paul Cockson, Andrea Webb, Natalia Martinez-Ochoa, Lindsey Moffitt, Robert Pearce, Manohar Chakrabarti

School of Integrative Biological & Chemical Sciences Faculty Publications

Germination rates of commercial lots of hemp have been highly variable, resulting in poor stand establishment. Germination rates in some seed lots have decreased by 50% after only 1 year of storage. The objective of this trial was to investigate the impact of seed storage conditions on seed germination over time. Industrial hemp (IH) seeds (cv. NWG2730) were harvested from the field. The seeds were cleaned, sorted, and dried to specific moisture contents (MC) 6%, 8%, 10%, and 14%. Seeds were subdivided, placed in hermetically sealed packets, and stored at temperatures of −20°C, 4°C, 10°C, or 21°C for 3, 6, …

The Ethnobotany And Pharmacology Of Medicinal Plants For Caribbean Women’S Health, Ella Thomas Vardeman

Dissertations, Theses, and Capstone Projects

Approximately 55% of the world’s population lives in cities, and the United Nations estimates that this number will rise to 68% by 2050. Urban ethnobotany, the study of people’s traditional knowledge and use of plants in cities, is increasingly important as people adapt their cultural traditions to changing environments. In New York City (NYC), there have been several urban ethnobotany investigations in collaboration with Caribbean immigrant groups. However, there has yet to be an ethnobotanical survey that documents and botanically authenticates the medicinal plants used in the Haitian community. Previous collaborative research with women from the Caribbean in NYC has …

National Institutes Of Health Funding To Support Radiation Oncology Research: A Comparative Trend Analysis Over A Decade, 2011-2021, Amir Razavi, Michael K Rooney, Clifton D Fuller, James B Yu, Neil T Pfister, Charles R Thomas, John M Buatti, Sophia C Kamran, Heather M Mcgee, Debra Nana Yeboa, Ana P Kiess, Andrew M Baschnagel, Randall J Kimple

Faculty, Staff and Student Publications

Purpose: Funding to support radiation oncology discovery and research is essential for advancement in therapeutic strategies to improve outcomes for patients with cancer. We aimed to comprehensively characterize trends in National Institutes of Health (NIH) funding that supports radiation oncology research over time to identify trends, successes, and areas for improvement.

Methods and materials: We queried the NIH Research Portfolio Online Reporting Tools Expenditures and Results database to identify all awarded grants to support radiation oncology research conducted by principal investigators at academic centers, using 3 individual years as representative samples (2011, 2016, and 2021). Abstracts and keywords for resulting …

Impact Of Screening For Human Papillomavirus-Positive Oropharyngeal Cancers: A Microsimulation-Based Modeling Study, Rebecca Landy, Gregory W Haber, Barry I Graubard, Carole Fakhry, Nicole G Campos, Emily A Burger, Li C Cheung, Hormuzd A Katki, Maura L Gillison, Anil K Chaturvedi

Faculty, Staff and Student Publications

Background: We estimated the impact of screening on morbidity and mortality of human papillomavirus (HPV)16-positive oropharyngeal cancer among US men aged 45-79 years.

Methods: We developed an individual-level, state-transition natural history microsimulation model to estimate the impact of screening using oral HPV16 detection, HPV16-E6 antibody detection, and transcervical ultrasound of neck/oropharynx. We compared clinical detection to counterfactual screen detection for cancer stage, single- vs multiple-modality treatment, and survival. Screening scenarios encompassed 4 progression speeds across cancer stages (very slow, slow, fast, and very fast) and 4 screening frequencies.

Results: Among US men aged 45-79 years in 2021 (n = 54 …

Implications Of Omitting Sentinel Lymph Node Biopsy On Adjuvant Decision Making For Patients With Small Breast Cancers, Kerollos Nashat Wanis, Melissa P Mitchell, Sharon H Giordano, Jennifer Keating Litton, Simona F Shaitelman, Nina Tamirisa, Isabelle Bedrosian, Wenli Dong, Yu Shen, Kelly K Hunt, Puneet Singh, Susie X Sun, Abigail S Caudle, Henry M Kuerer, Funda Meric-Bernstam, Rosa F Hwang, Taiwo Adesoye

Faculty, Staff and Student Publications

Background: Selective omission of sentinel lymph node biopsy (SLNB) in patients with early breast cancer limits surgical morbidity. Adoption of this strategy relies on multidisciplinary consensus. Understanding how SLNB omission influences guideline-based adjuvant treatment decisions, and the proportion of patients impacted, can help guide decision-making.

Patients and methods: Data from the National Cancer Database (2018-2020) was used to estimate the proportions of patients with cT1N0 hormone receptor-positive breast cancer for whom adjuvant chemotherapy, CDK4/6 inhibitor therapy, and regional nodal irradiation decisions would be impacted by the absence of lymph node pathology if national treatment guidelines were followed. Because OncotypeDX score …

Functional Vs Structural Cortical Deficit Pattern Biomarkers For Major Depressive Disorder, Peter Kochunov, Bhim M Adhikari, David Keator, Daniel Amen, Si Gao, Nicole R Karcher, Demetrio Labate, Robert Azencott, Yewen Huang, Hussain Syed, Hongjie Ke, Paul M Thompson, Danny J J Wang, Braxton D Mitchell, Jessica A Turner, Theo G M Van Erp, Neda Jahanshad, Yizhou Ma, Xiaoming Du, William Burroughs, Shuo Chen, Tianzhou Ma, Jair C Soares, L Elliot Hong

Faculty, Staff and Student Publications

Importance: Major depressive disorder (MDD) is a severe mental illness characterized more by functional rather than structural brain abnormalities. The pattern of regional homogeneity (ReHo) deficits in MDD may relate to underlying regional hypoperfusion. Capturing this functional deficit pattern provides a brain pattern-based biomarker for MDD that is linked to the underlying pathophysiology.

Objective: To examine whether cortical ReHo patterns provide a replicable biomarker for MDD that is more sensitive than reduced cortical thickness and evaluate whether the ReHo MDD deficit pattern reflects regional cerebral blood flow (RCBF) deficit patterns in MDD and whether a regional vulnerability index (RVI) thus …

Advancing The Development Of Trip13 Inhibitors: A High-Throughput Screening Approach, Rae M Sammons, Soma Ghosh, Lacin Yapindi, Eun Jeong Cho, Faye M Johnson, Kevin N Dalby

Faculty, Staff and Student Publications

TRIP13, a promising target for cancer therapy, has been identified as a key regulator of the mitotic checkpoint. Overexpression of TRIP13 is associated with poor clinical outcomes in various cancers. Inhibition of TRIP13 has the potential to address therapeutic challenges in cancer, particularly in therapy-resistant and Rb-deficient cancers. Despite the potential therapeutic benefits of TRIP13 inhibition, the development of TRIP13 inhibitors has been hindered by the lack of a robust high-throughput screening (HTS) assay. We developed a luminescence-based biochemical assay for TRIP13 activity to address this challenge using the ADP-Glo detection system. This assay offers high sensitivity, low background signal, …

Targeted Sting Activation Using Modified Ultrasound-Responsive Microbubbles Enhances Immune Checkpoint Blockade Against Melanoma, Sina Khorsandi, Kristin Huntoon, Yifan Wang, Adam Woodward, Abin Antony, Connor Endsley, Nazia Hafeez, Jared L Edwards, Nicole Mccuen, Prasanna G Alluri, Betty Y S Kim, Wen Jiang, Jacques Lux

Faculty, Staff and Student Publications

Despite the recent successes of immune checkpoint inhibitors (ICIs) in treating advanced melanoma, durable clinical responses still remain limited. To boost immune responses, agents that target immune regulators, such as the Stimulator of Interferon Genes (STING) agonist cyclic GMP-AMP (cGAMP), are being investigated. However, their clinical translation is impeded by poor serum stability, rapid tissue clearance, and T-cell death due to off-target activation. Recently, a novel strategy termed Microbubble-assisted UltraSound-guided Immunotherapy of Cancer (MUSIC) has been reported to selectively deliver cGAMP directly into the cytosol of antigen-presenting cells with spatiotemporal control. The resulting activation of STING and downstream proinflammatory pathways …

A Gut-On-A-Chip Incorporating Human Faecal Samples And Peristalsis Predicts Responses To Immune Checkpoint Inhibitors For Melanoma, Mattia Ballerini, Serena Galiè, Punit Tyagi, Carlotta Catozzi, Hariam Raji, Amir Nabinejad, Angeli D G Macandog, Alessandro Cordiale, Bianca Ionela Slivinschi, Karol K Kugiejko, Martina Freisa, Paola Occhetta, Jennifer A Wargo, Pier F Ferrucci, Emilia Cocorocchio, Nicola Segata, Andrea Vignati, Andrey Morgun, Michela Deleidi, Teresa Manzo, Marco Rasponi, Luigi Nezi

Faculty, Staff and Student Publications

Patient responses to immune checkpoint inhibitors can be influenced by the gastrointestinal microbiome. Mouse models can be used to study microbiome-host crosstalk, yet their utility is constrained by substantial anatomical, functional, immunological and microbial differences between mice and humans. Here we show that a gut-on-a-chip system mimicking the architecture and functionality of the human intestine by including faecal microbiome and peristaltic-like movements recapitulates microbiome-host interactions and predicts responses to immune checkpoint inhibitors in patients with melanoma. The system is composed of a vascular channel seeded with human microvascular endothelial cells and an intestinal channel with intestinal organoids derived from human …

Aapm Task Group No 249b-Essentials And Guidelines For Clinical Medical Physics Residency Training Programs, Jonathon A Nye, Joseph P Dugas, William D Erwin, David P Gierga, Darryl G Kaurin, Stephanie M Leon, Ho-Ling Anthony Liu, Zheng Feng Lu, Alphonso W Magri, Lynn N Rill, Leah K Schubert, Beth A Schueler, Irina Vergalasova, John Vetter, Brian D Wichman, Amy Shu-Jung Yu, Dandan Zheng

Faculty, Staff and Student Publications

The establishment of guidelines and curriculum standards for medical physics residency training is a critical component of setting expectations and competencies for the profession. Since the last publication of these standards, residency training has become integrated into the eligibility criteria for most medical physics certification bodies. The rapid growth of medical physics requires periodic review of the curriculum to remove outdated approaches, update established knowledge, and add emerging technologies. The goal of this document is to provide a reference standard for residency training program directors, training mentors, and residents to guide creation and/or optimization of their program's curriculum. The document …

Emerging Technologies Of Single-Cell Multi-Omics, Yi June Kim, Koichi Takahashi

Faculty, Staff and Student Publications

The heterogeneity of the hematopoietic system was largely veiled by traditional bulk sequencing methods, which measure the averaged signals from mixed cellular populations. In contrast, single-cell sequencing has enabled the direct measurement of individual signals from each cell, significantly enhancing our ability to unveil such heterogeneity. Building on these advances, numerous single-cell multi-omics techniques have been developed into high-throughput, routinely accessible platforms, delineating the precise relationships among different layers of the central dogma in molecular biology. These technologies have uncovered the intricate landscape of genetic clonality and transcriptional heterogeneity in both normal and malignant hematopoietic systems, highlighting their roles in …

Summaries Of Arkansas Cotton Research 2024, Fred M. Bourland

Arkansas Agricultural Experiment Station Research Series

Planted cotton acreage in Arkansas increased in 2024 to 670,000 planted acres, which was 160,000 acres more than in 2023 when Arkansas producers planted approximately 510,000 acres of cotton. A wet spring, and two hurricanes in three weeks in late summer/early fall led to a slight decrease in harvested acres that culminated in a final number of 640,000 (https://www.nass.usda.gov/Quick_Stats/Ag_Overview/stateOverview.php?state=ARKANSAS). Producers harvested 640,00 acres of cotton, which ranked third nationally, behind Texas and Georgia (https://downloads.usda.library.cornell.edu/usda-esmis/files/k3569432s/nk324887m/qn59s0097/cropan25.pdf). The total harvested acreage is the greatest amount since 680,000 acres in 2011. The average cotton yield in Arkansas in 2024 was …

Comparing Stroke Risk Factors Among Sexual Minority Groups In Texas, Brittany Krenek, Samuel Tundealao, Jennifer E S Beauchamp, Sean I Savitz, Irene Tamí-Maury

Faculty, Staff and Student Publications

Background: Knowledge gaps remain on stroke risk and disparities between sexual minority (SM) subgroups. In this study, stroke risk between SM subgroups, specifically gay/bisexual men and lesbian/bisexual women (G/BM and L/BW), was assessed.

Method: Data were collected in June 2022 using a bilingual (English and Spanish) cross-sectional paper-and-pen survey distributed among 183 SM individuals attending the 2022 Houston Pride Parade and Festival, as well as across Texas via phone call or online format. Relevant sociodemographic and stroke risk factors were compared between G/BM and L/BW using chi-square (or Fisher's exact, when appropriate) and two-sample t-tests. Sexual orientation was used to …

Kinetic Analysis Reveals T6a-Protein Specificity For T6a And Hn6a Trna Modifications, Cassandra Mae Harker

University Honors Theses

Transfer RNA (tRNA) is essential for accurate translation of genetic information and plays a role in cellular processes such as lipid aminoacylation and bacterial conjugation. Base modifications help tRNA fold correctly and function properly. An important base modification, N6-threonylcarbamoyladenosine (t6A) occurs at position A37 in the anticodon-stem-loop of tRNA. This modification is crucial for decoding ANN codons. Interestingly, an Archeal organism, Methanocaldococcus jannaschii, can have either t6A and hydroxynorvalylcarbamoyl-6- adenosine (hn6A) modification at the same position on tRNAs. As Tsa proteins catalyze the formation of both t6A and hn6A modifications, this raises the question of whether discrimination between these …

Exploring Vaccine Efficacy And Safety For Ms Patients On Immunosuppressant Treatment In Light Of The Covid-19 Pandemic, Rain Pross

University Honors Theses

Multiple sclerosis (MS) is a chronic neurodegenerative autoimmune disorder affecting approximately 2.8 million people worldwide. Despite decades of research to understand the molecular mechanisms of MS pathology, little is known about why the neurodegeneration caused by this illness occurs. For this reason, current treatments for MS target two broader aspects of the disease: relapse management and prevention via disease-modifying therapies. These treatments often involve immunosuppressive mechanisms, creating vulnerability to infectious diseases that became particularly concerning during the COVID-19 pandemic. This literature review examines the safety and efficacy of vaccination for MS patients on immunosuppressant therapies, highlighting the novel mRNA vaccines …

Salicylamide Derivative Jmx0312 Protects Immunosuppressed Syrian Hamsters Against Adenovirus Lethal Challenge, Marta Carretero-Ledesma, Jun Li, Javier Martín-Escolano, Soraya Herrera-Espejo, Jimin Xu, Haiying Chen, Caridad Díaz-Navarro, Jerónimo Pachón, Javier Sánchez-Céspedes, Jia Zhou, María Eugenia Pachón-Ibáñez

Faculty, Staff and Student Publications

Despite the fact that human adenovirus (HAdV) causes severe infections in immunosuppressed and immunocompetent individuals, especially in children, there is currently no specific treatment for these infections. Previously we reported a new salicylamide analogue, JMX0312, as a potent inhibitor of HAdV infection with low cytotoxicity in vitro. Here we evaluate the in vivo efficacy and safety of this molecule in the immunosuppressed Syrian hamster model of HAdV infection. JMX0312 administration at a dose of 6.25 mg/kg did not affect the body weight of the animals, and reduced the viral load in liver and blood in a similar way than cidofovir. …

Neighborhood Socioeconomic Disadvantage Is Not Associated With Adverse Outcomes Following Elective Spine Surgery In Older Veterans, Andrea L Strayer, Yubo Gao, Michael A Jacobs, Heather Davila, Carly A Jacobs, Susanne Schmidt, Leslie R M Hausmann, Paula K Shireman, George Wehby, Daniel E Hall, Mary Vaughan Sarrazin, Katherine E Hadlandsmyth

Faculty, Staff and Student Publications

Background: In the US, over half of all cervical and lumbar arthrodesis spine surgeries are for people ≥60 years of age. The extent to which adverse outcomes vary by social (eg, disadvantaged neighborhoods) and demographic factors have been scarcely investigated in spine surgery. We investigated the association of social, demographic, and clinical factors with complications, 30-day readmission, and 30-day mortality in older Veterans undergoing elective spine surgery.

Methods: Veterans (N=5,277) aged ≥65 years who underwent inpatient elective spine surgery for degenerative disease in the Veterans Affairs Surgical Quality Improvement Program (VASQIP) comprised our retrospective cohort. VASQIP (2013-2019) data were merged …

Multi-Institutional Study On Image Quality For A Novel Cbct Solution On O-Ring Linac, Luis Agulles-Pedrós, R Lee Macdonald, Amanda Jean Cherpak, Nayha Dixit, Lei Dong, Tianyu Zhao, Kundan Thind, Anthony Doemer, Boon-Keng Teo, Shiqin Su, Alexander Moncion, James L Robar

Faculty, Staff and Student Publications

INTRODUCTION: This work presents a multi-institutional study on image quality provided by a novel cone beam computed tomography (CBCT). The main goal is to investigate the consistency of imaging performance across multiple institutions.

METHODS: Phantoms for measuring relative electron density (RED) and image quality were sent to six institutions for imaging on Ethos and Halcyon units equipped with HyperSight CBCT. The imaging protocols included tube potential from 100 to 140 kVp and exposure from 80 to 800 mAs. Imaging performance was evaluated with regard to RED versus Hounsfield units (HU), uniformity, contrast-to-noise ratio (CNR), slice thickness, circular symmetry, modulation transfer …

Encoding 3d Information In 2d Feature Maps For Brain Ct-Angiography, Uma M Lal-Trehan Estrada, Sunil Sheth, Arnau Oliver, Xavier Lladó, Luca Giancardo

Faculty, Staff and Student Publications

We propose learnable 3D pooling (L3P), a CNN module designed to compress 3D information into 2D feature maps using anisotropic convolutions and unidirectional max pooling. Specifically, we used L3P followed by a 2D network to generate predictions from 3D brain CT-Angiography (CTA) in the context of large vessel occlusion (LVO). To further demonstrate its versatility, we extended its application to 3D brain MRI analysis for brain age prediction. First, we designed an experiment to classify the LVO-affected hemisphere (left or right), projecting the input CTA into the sagittal plane, which allowed to assess the ability of L3P to encode the …