Digital Commons Network^™

Predicting Self-Administered Biologic Nonadherence In Medicare Fee-For-Service Beneficiaries With Inflammatory Bowel Disease Using Machine Learning Models, Christian Rhudy, Courtney Perry, Cody Bumgardner, Michael J. Wesley, David W. Fardo, Terrence Barrett, Jeffery Talbert

Psychiatry Faculty Publications

BACKGROUND: Nonadherence to self-administered biologic therapies increases risk for disease flares and adverse outcomes in inflammatory bowel disease (IBD). OBJECTIVE: To use machine learning and Medicare fee-for-service claims to create models predictive of medication nonadherence. METHODS: This study included Medicare fee-for-service beneficiaries with at least 2 IBD claims separated by 30 days between 2017 and 2021 and analyzed claims data from 2021. Beneficiaries with missing data or fewer than 3 self-administered biologic dispenses (adalimumab, certolizumab, golimumab, ustekinumab) on different dates in 2021 were excluded. Beneficiary-level nonadherence was defined as a proportion of days covered less than 0.8, and dispenselevel nonadherence …

The Divine Feminine Reframed: Dogma And Doctrine, Icon And Flesh, And The Sacred Embodiment Of Reclamation, Natasha Keckley

Dance (MFA) Theses

This thesis interrogates Marian iconography and its role in constructing a moral binary that marks female bodies as either sanctified or sinful. Drawing on feminist and postcolonial theory, iconographic analysis, and historical case studies, the research analyzes how Christian symbology established the Marian Mold: a theological aesthetic apparatus that exalts feminine sanctity through ideals of virginity, obedience, and maternal receptivity while constraining feminine expression. This paradigm, propagated through the British Empire’s colonial regimes, shaped the regulation and reinterpretation of embodied traditions. The thesis investigates these dynamics through two case studies: the Devadasi tradition and Bharatanatyam’s reformulation in South India, and …

Research In Progress: Using Pdsa Cycles To Support Faculty Teaching Development, Aida Elisabet Jimenez Esquilin

2026 Scholarly Teaching Conference: Poster Session Papers

Primarily undergraduate institutions (PUIs) are rich environments for faculty-driven instructional innovation where instructors routinely engage in informal, embedded formative assessment as part of everyday teaching practice. In these settings, faculty may notice recurring themes in student explanations, misconceptions, and questions as instruction unfolds and make in-the-moment instructional adjustments. Faculty also frequently implement active learning strategies; however, the evidence generated through these practices is not always systematically captured, analyzed, or documented to inform subsequent instructional decisions. This project builds on these existing practices by applying an improvement science framework using Plan-Do-Study-Act (PDSA) cycles-to support faculty by providing a structured approach to …

Bringing Real Research Into Large-Enrollment Biology Labs, Katrina Klugh Stewart, Mathilda Corbett

2026 Scholarly Teaching Conference: Poster Session Papers

Hundreds of WVU students in a large-enrollment introductory biology laboratory course (BIOL 115L) participated in an authentic research experience through the Prevalence of Antibiotic Resistance in the Environment (PARE) Project. This national crowdsourced research initiative engages students in generating environmental DNA data to identify potential antibiotic resistance hotspots. For the Fall 2025 semester, we designed a multi-week lab module to implement a cost-effective, scalable version of the PARE model suitable for a course serving approximately 900 students annually.

The three-week sequence integrates core scientific practices, including hypothesis generation, field sampling, DNA extraction, PCR amplification of antibiotic resistance genes, gel electrophoresis, …

Techniques For Inclusive College Mathematics Classrooms, Christopher Anderson Davis, Josh Hiller, Anil Venkatesh

Journal of Mathematics and Science: Collaborative Explorations

Creating a welcoming and inclusive mathematics classroom is an important responsibility for all college mathematics faculty. But where do we begin? In this paper we present several techniques based on White’s (2024) building inclusive classrooms strategies framework, which the authors have found to be successful in making their own classrooms more inclusive. The techniques include the inclusion of contemporary diverse voices, exploring the history of applications of mathematical concepts, elevating the diverse intellectual history of mathematics, bringing diverse guest speakers into the classroom, and mentoring students as they engage in doing research. For each strategy we provide narrative comments based …

Connections Between Mathematics And Chemistry: An Interdisciplinary Undergraduate Curricular Initiative, George Ashline, Bret Findley

Journal of Mathematics and Science: Collaborative Explorations

In this article, we describe an undergraduate curricular initiative involving mathematics and chemistry faculty and students. Supported by a grant from the National Science Foundation Scholarships in Science, Technology, Engineering, and Mathematics Program, a program designed to encourage the study of and connections between quantitative fields and life sciences, this interdisciplinary collaboration features undergraduate student research and involves the development of curricular connections between mathematics and chemistry. Through this initiative, we have created activities for calculus courses featuring chemistry applications as well as activities for chemistry courses showcasing mathematical concepts. After the implementation of these curricular enhancements, we gathered student …

Full Issue

Journal of Mathematics and Science: Collaborative Explorations

No abstract provided.

The Role Of Small Extracellular Vesicles In Modulating Radiation Resistance In H3k27m-Pediatric Diffuse Midline Glioma, Viral Oza

Theses and Dissertations--Molecular and Cellular Biochemistry

Pediatric diffuse midline gliomas with H3K27M alteration (H3K27M-pDMG) are the leading cause of pediatric brain tumor-associated deaths. All H3K27M-pDMG are initially treated with fractionated radiotherapy, the standard of care, and most children succumb to their disease within two years of diagnosis. There are no universally effective chemotherapies and full resection is impossible due to the diffuse nature of the tumor and sensitive location. There has not been a significant clinical advancement in more than 40 years.

Tumors become completely resistant to radiation within the first six months of treatment. The mechanism of radiation resistance is unknown but is thought to …

Guidebook For Artificial Intelligence Integration Into The University Environment, Mark J. Uline, Tarek Shazly, Grace Cosby

Reports

Artificial Intelligence (AI) is not a peripheral or speculative technology in the university setting, it is rather a rapidly evolving transformational force that will reshape research, teaching, and administrative operations. Recent systematic reviews conclude that generative AI tools are already being widely used by students and instructors and can positively affect learning outcomes and academic performance when thoughtfully integrated into instruction (Hon, 2025; Qian, 2025).

At the same time, case studies warn that unmanaged or poorly governed AI use can undermine academic integrity, exacerbate inequities, and create new institutional risks (Mangundu, 2025; Şen et al., 2026). AI adoption brings unparalleled …

Scientific Kenyon: Neuroscience Edition (Full Issue)

Scientific Kenyon: The Neuroscience Edition

No abstract provided.

Get The Fruc(Tose) Out Of My Food, Johanna Huelsman

Scientific Kenyon: The Neuroscience Edition

No abstract provided.

My Brain Didn't Get The Memo That It Was Virtual, Samantha Ofori

Scientific Kenyon: The Neuroscience Edition

No abstract provided.

Epigenetic Hangovers: Your Brain On Alcohol, Cindy Chen

Scientific Kenyon: The Neuroscience Edition

No abstract provided.

Ctrl + Alt + Neuron, Stuart Hilton

Scientific Kenyon: The Neuroscience Edition

No abstract provided.

Losing Yourself To Find Yourself: The Neuroscience Ego Dissolution, Mike D'Eletto

Scientific Kenyon: The Neuroscience Edition

No abstract provided.

What The Body Feels, The Mind Reveals: How Inflammation Shapes Emotions, Jamie Murphy

Scientific Kenyon: The Neuroscience Edition

No abstract provided.

When Empathy Goes Quiet, Miko Warshaw

Scientific Kenyon: The Neuroscience Edition

No abstract provided.

The 400 Millisecond Mind, Adrian Mangine

Scientific Kenyon: The Neuroscience Edition

No abstract provided.

Synthesis And Characterization Of Poly(Γ-Benzyl-L-Glutamate) By Infrared Absorption And Diffusion-Ordered Nmr Spectroscopy, Leah C. Johnson

Dissertations

Acquiring the molecular weight of a polymer is not a trivial task due to the differing degrees of chain growth within a sample during synthesis, leading to a molecular weight range instead of a single value. Popular methods that estimate a polymer’s molecular weight include proton nuclear magnetic resonance, gel permeation chromatography and mass spectrometry; however, these methods have drawbacks like molecular weight limitations, dispersity limitations and column dependencies. Since poly(amino acid)s are used in biomedical research, developing a harmonizing set of molecular weight characterization methods is crucial. Two novel methods for estimating the molecular weight by infrared absorbance and …

Human Perceptions Of Social Intelligence In Large Language Models, Derek Koehl

Dissertations

This dissertation investigates how users form perceptions of social intelligence and trust when interacting with large language model chatbots. Three experimental studies manipulated chatbot agreeableness, goal orientation, and simulated short-term memory, measuring perceived social intelligence and trust. The primary finding is an asymmetric effect of personality: disagreeable chatbot behavior produced large reductions in perceived social intelligence and trust, whereas agreeable behavior produced negligible gains above a warm baseline, consistent with negativity bias in social cognition. Goal orientation did not independently enhance perceptions but functioned as a contextual moderator. Simulated memory produced medium-to-large increases in perceived social intelligence without reliably increasing …

Quantitative Metabolomics And ¹³C-Enrichment Analysis Of The Effects Of Fat10 Overexpression On Serum And Hepatocytes, Emily C. Hunt

Dissertations

Metabolic dysfunction-associated steatotic liver disease (MASLD), formerly known as nonalcoholic fatty liver disease, is associated with obesity and type 2 diabetes, and as the prevalence of these conditions increases, the incidence of MASLD is expected to rise. However, the mechanisms that underlie the development of MASLD are complex and incompletely understood. Previous work from our group has indicated that the human leukocyte antigen-F adjacent transcript (Fat10) is overexpressed in the LEW.1WR1 rat model, which develops features of MASLD. The objective of this work was to quantify metabolites associated with MASLD in response to Fat10 overexpression. To achieve this end, we …

Address/Address, Alessandra S. Alvarez Coke

Digressions: Literary & Art Journal

No abstract provided.

Apocalypse, Alivia Klipp

Digressions: Literary & Art Journal

No abstract provided.

Contributor Biographies

Digressions: Literary & Art Journal

No abstract provided.

Hexavalent Chromium Promotes Malignant Transformation Via Enhanced Translation Of Suv39h1, Yiwei Gu, Yanan Cao, Qing Ye, Yujing Zhang, Zhishan Wang, Chengfeng Yang, Side Liu, Qing-Bai She

Markey Cancer Center Faculty Publications

Hexavalent chromium [Cr(VI)] is a widespread environmental carcinogen linked to lung cancer and other malignancies. Although genetic and epigenetic mechanisms of Cr(VI)-induced carcinogenesis have been extensively investigated, the role of translational control has remained largely unexplored. Here, we show that chronic low-dose Cr(VI) exposure in BEAS-2BR human bronchial epithelial cells activates eIF4E-driven cap-dependent translation through mTORC1-mediated phosphorylation and inactivation of the translational repressor 4E-BP1. Pharmacological inhibition of this pathway markedly suppresses Cr(VI)-induced cell transformation, cancer stem cell (CSC)-like properties, and DNA damage. Comparable inhibitory effects are observed following raptor knockdown, which disrupts mTORC1, or expression of a constitutively active non-phosphorylatable …

Rna-Micelles As Self-Assembling Structures For Efficient Co-Delivery Of Synergistic Sirna And Nucleoside Analogues To Treat Crc Lung Metastasis, Kai Jin, Piotr G. Rychahou, Daniel W. Binzel, B. Mark Evers, Peixuan Guo

Markey Cancer Center Faculty Publications

SiRNA has been widely studied in cancer gene silencing over the last 25 years. However, few siRNA-based therapeutics have been approved by the FDA. An RNA-micelle platform provides a powerful therapeutic tool through simple one-step, high-yield production that is capable of efficient colorectal cancer lung metastasis treatment, a current lethal condition with a short survival rate post-diagnosis. Here, it is reported that the use of RNA-micelles co-carrying siRNA and nucleoside analogues to completely inhibit lung metastasis of colorectal cancer (CRC). The major advantage of the RNA-micelle is the successful co-delivery of siRNA and chemotherapeutic agent in a single delivery vehicle …

A Major Update And Improved Validation Functionality In The Mwtab Python Library And The Metabolomics Workbench File Status Website, P. Travis Thompson, Hunter N. B. Moseley

Markey Cancer Center Faculty Publications

Background: The Metabolomics Workbench (MW) is a public scientific data repository consisting of experimental data and metadata from metabolomics studies collected with mass spectroscopy (MS) and nuclear magnetic resonance (NMR) analyses. Although not as rapidly as in the past, MW has steadily evolved, updating its mwTab and JSON deposition text file formats and its web-based infrastructure. However, the growth of MW has been exponential since its inception in 2013 and continues to be exponential, with the number of datasets hosted on the repository increasing by 50% since April 2024. As part of regular maintenance to keep up with changes to …

Case Report: Prolonged Response To Cabozantinib And Pembrolizumab In Treatment-Refractory Metastatic Pancreatic Ductal Adenocarcinoma, Anna M. Reagan, Hannah G. Mcdonald, Jaewon Kang, Hoda Saghaeiannejad Esfahani, Caroline G. Wright, Charles J. Bailey, Carleton S. Ellis, Kaylyn R. Collette, Reema A. Patel, Mayte Murillo, Samantha F. Stokley, Michael J. Cavnar, Prakash Pandalai, Mautin T. Barry-Hundeyin, Jessica Moss, Joseph Kim

Markey Cancer Center Faculty Publications

Immunotherapy has yet to demonstrate durable efficacy in pancreatic ductal adenocarcinoma (PDAC) despite the fact that pancreatic cancer cells have higher levels of immune checkpoint expression than other cancer cell types in which immunotherapy efficacy has been well established. We observed effective cytotoxicity with the combination therapy of pembrolizumab (an anti-PD-1 monoclonal antibody, mAb) and cabozantinib (an anti-MET small molecule) in vivo. This served as the basis for an investigator-initiated phase II clinical trial (NCT05052723). The trial was open to patients with treatment-refractory metastatic PDAC with a single-arm treatment protocol of pembrolizumab and cabozantinib. Here, we report the case of …

A Phase 1 Dose Escalation Of Lapatinib And Paclitaxel In Recurrent Ovarian Cancer, Connie D. Cao, Joseph Robert Mccorkle, Donglin Yan, Hoda Saghaeiannejad Esfahani, Rani Jayswal, Dava W. Piecoro, Ning Li, Lauren Baldwin, Rachel W. Miller, Christopher P. Desimone, Charles S. Dietrich, Frederick R. Ueland, Jill M. Kolesar

Markey Cancer Center Faculty Publications

Objective: The development of ABCB1-mediated resistance limits the clinical efficacy of paclitaxel. Lapatinib is a small-molecule reversible tyrosine kinase and ABCB1 inhibitor that could prevent resistance. Our objective was to determine a recommended phase 2 dose (RP2D) of the combination of paclitaxel and lapatinib.

Methods: A phase 1 dose-escalation study utilizing a Bayesian optimal interval (BOIN) design in recurrent ovarian cancer patients was conducted. Patients were pretreated with pulsed lapatinib in the 48 h preceding weekly paclitaxel (80 mg/m²) in 28-day cycles for up to three cycles. We evaluated three lapatinib doses, escalating from 750 to 2000 mg …

Survival Outcomes Of First-Line Therapy In De Novo Metastatic Urothelial Carcinoma With Histologic Subtypes: A National Cancer Database Analysis, Zin W. Myint, Feitong Lei, Bin Huang

Markey Cancer Center Faculty Publications

Background: Urothelial carcinoma with histologic subtypes represent an aggressive and understudied population frequently excluded from prospective clinical trials. Evidence guiding optimal first-line systemic therapy in de novo metastatic disease with histologic subtypes remains limited.

Method: Patients with de novo stage IV urothelial carcinoma with histologic subtypes diagnosed between 2016 and 2021 were identified from the National Cancer Database (NCDB). Eligible patients received first-line chemotherapy, immunotherapy, or concurrent chemoimmunotherapy (both modalities initiated within 30 days). Overall survival (OS) was compared across groups using Kaplan–Meier methods and compared using log-rank tests and multivariable Cox regression. Result: Among 800 patients, 596 (74.5%) received …