Digital Commons Network^™

Rational Design And Efficacy Evaluation Of A Novel Solid Dispersion-Based Bempedoic Acid–Ezetimibe Fixed-Dose Combination Tablet Versus Nexlizet®, Mohamed A. Heikal, Wael Ali, Mahmoud A. Mahdy, Eman Gomaa

Nanotechnology Research Centre

Background/Objectives: For hyperlipidemic patients with statin resistance, a fixed-dose combination of a non-statin drug such as ezetimibe (EZT) and bempedoic acid (BA) provides a significant benefit. Although both drugs exhibit poor aqueous solubility, the oral bioavailability of EZT is more critically limited by dissolution, whereas BA maintains adequate absorption due to its high intestinal permeability. With regard to the reference product, Nexlizet® (180/10 mg), our study focused on developing a novel tablet with superior in vitro performance without incorporating sodium lauryl sulfate (SLS), as it may potentially alter BA absorption. Methods: The solid dispersion technique (co-precipitation) was applied using the …

Restoration Of Neural-Based Function: Collaborative, Multidisciplinary Research To Develop Neurorehabilitation Knowledge, Measures, And Tools To Improve Function In The Real World, Steven A. Kautz

Journal of the South Carolina Academy of Science

No abstract provided.

Machine Learning-Based Prediction Of Proximal Junctional Pathology After Adult Spinal Deformity Surgery: A Systematic Review And Diagnostic Test Accuracy Meta-Analysis, Shaan Patel, Shiva A. Nischal, Yi Hein Chai, Kush M. Kale, Kevin Hines, Joshua Pelta-Heller, Jack Jallo, James S. Harrop, Srinivas K. Prasad

Department of Neurosurgery Faculty Papers

BACKGROUND: Proximal junctional kyphosis (PJK) and failure (PJF) remain challenging and incompletely predictable adverse event following adult spinal deformity (ASD) surgery. Machine learning (ML) models have been proposed to improve risk stratification, but performance varies and clinical applicability remains uncertain. A systematic review and diagnostic test accuracy meta-analysis was performed to synthesize the predictive performance of ML-based models for proximal junctional pathology after ASD surgery.

METHODS: PubMed, Embase, and CENTRAL were searched from inception to February 2026. Studies developing or validating ML models predicting PJK or PJF following ASD surgery were included. Diagnostic performance was synthesized using random-effects models, pooling …

Comparative Analysis Of Antegrade And Retrograde Nailing For Proximal, Shaft, And Distal Femur Fractures, Saahil Noupada

Rowan-Virtua Research Day

Background:

Antegrade and retrograde intramedullary nailing are widely used for femoral fractures, yet their relative advantages across fracture locations remain debated. This study compares union rates, time to union, malunion, and functional outcomes between approaches, stratified by AO/OTA classification.

Methods:

A systematic review of PubMed, Embase, Cochrane Library, Web of Science, and Scopus (2015 to 2025) was performed. Studies reporting outcomes of antegrade and/or retrograde nailing for proximal (31), diaphyseal (32), and distal (33) femoral fractures were included. Data on demographics, fracture classification, fixation method, and outcomes were extracted. Risk of bias was assessed using ROBINS-I. Pooled estimates were calculated …

Building Nurse Managers’ Knowledge And Confidence To Lead Clinical Ladder Success: A Theoretically Informed Educational Framework, Michelle Joann Chlebinski

Doctoral Projects

Background: Clinical Ladder Programs (CLPs) offer a structured pathway for nursing professional growth, fostering clinical excellence while improving nurse satisfaction and longterm retention. Although nurse managers play a pivotal role in facilitating the CLP, there is currently no comprehensive educational framework to enhance their knowledge and confidence in supporting clinical ladder advancement. Purpose: The aim of this DNP project is to develop implement, and evaluate an educational framework grounded in Benner’s Novice-to-Expert framework and Watson Caring Science® to enhance nurse managers' knowledge and confidence in leading nurses towards clinical ladder success. Methods: In a quasi-experimental study using a single-group, pre-post …

The Neurobiology Of Interruptions In Emergency Medicine: The Case For Informed Interruption Management In Support Of Cognitive Stability In High-Reliability Clinical Environments, James Espinosa, Henry Schuitema, Alan Lucerna

Rowan-Virtua Research Day

Background: Interruptions are ubiquitous in Emergency Departments (EDs) and have been associated with task delay, multitasking, and increased error risk. While operational and human-factors impacts are well described, the underlying neurocognitive mechanisms remain underexplored. Not all interruptions are avoidable.  However,  interruptions in emergency medicine represent neurocognitive destabilization events that can degrade task representation and increase vulnerability to error during task resumption. Recognizing the neural mechanisms underlying interruptions reframes their management as a systems-level patient safety priority. The aim is not elimination of clinically necessary communication, but thoughtful reduction, prioritization, and design that protects cognitive stability.

Objective: To synthesize cognitive neuroscience …

Atomoxetine Enhances Specific Dimensions Of Cognitive Performance In A Rodent Strategy Shifting Assay, Jessica Ivanov

Rowan-Virtua Research Day

Title: Atomoxetine enhances specific dimensions of cognitive performance in a rodent strategy shifting assay

Authors: Jessica Ivanov, Christopher P. Knapp, Barry D. Waterhouse, Rachel L. Navarra

Objective: Cognitive flexibility, a domain of executive function, supports adaptive shifts in behavior in response to changing environmental demands and task contingencies. Deficits in this capacity are common to neuropsychiatric disorders such as Attention Deficit Hyperactivity Disorder (ADHD), where improper regulation of the catecholamine transmitters dopamine (DA) and norepinephrine (NE) within the prefrontal cortex (PFC) has been implicated. Atomoxetine (ATX), a selective NE transporter (NET) inhibitor, elevates levels of NE and DA in the …

X-Ray Versus Ct For Femoral Landmark Identification: A Systematic Review And Meta-Analysis, Akash B. Patel, Marzieh Saeedi-Hosseiny, Mohammad Abedin-Nasab

Rowan-Virtua Research Day

Background Accurate femoral bone landmark identification is essential for orthopedic surgical planning, deformity correction, and fracture risk assessment. Radiography offers accessibility and low cost, while CT provides superior spatial resolution and three-dimensional visualization. Despite technological advances, no quantitative synthesis has compared these modalities specifically for femoral landmark identification.

Hypothesis CT provides superior measurement accuracy and interobserver reliability compared to radiography for femoral bone landmark identification.

Methods Following PRISMA 2020 guidelines, Embase, Scopus, and PubMed were searched from 2015-2025. Studies comparing radiography and CT for femoral landmark identification with quantitative outcomes were included. Dual-reviewer screening of 604 records yielded 27 studies …

Developing A Computational Pipeline For Biomarker Discovery In Ischemic Reperfusion Injury, Surabhi Panda, Kaitlyn Insana, Dimitri Pestov

Rowan-Virtua Research Day

Background: Ischemia-reperfusion injury (IRI) contributes significantly to tissue damage in cardiovascular disease. During IRI, stressed and dying cells release ribosomal RNA, which exhibits distinct fragmentation patterns that may serve as potential diagnostic biomarkers. Although these patterns have been observed using low-resolution biochemical techniques, there is currently no standardized computational approach to quantify and visualize RNA fragmentation for clinical interpretation.

Hypothesis: A computational pipeline can be developed to visualize and analyze ribosomal RNA fragmentation patterns, enabling identification of distinct fragmentation hotspots associated with ischemic conditions and potential biomarker discovery.

Methods: RNA fragmentation datasets generated from ribosomal RNA experiments in a Saccharomyces …

Clinical Imaging Analysis Of An Investigational Novel Spinal Prosthetic, Nicholas C. Moscardelli, Erik Brewer, Liam Murphy

Rowan-Virtua Research Day

No abstract provided.

Isolation And Quantification Of Rna From Extracellular Vesicles Derived From A549 Human Non-Small Cell Lung Cancer Cells Using Ultracentrifugation, Yousef Dimian, Vanessa Pizutelli, Dimitri Pestov

Rowan-Virtua Research Day

Extracellular vesicles (EVs) have gained attention as potential diagnostic tools due to their presence in body fluids and their ability to carry nucleic acids, including RNA. EV-derived RNA, particularly ribosomal RNA (rRNA), may reflect cellular stress and disease states, making it a promising biomarker1, 2. This project focuses on optimizing methods to isolate EVs and quantify their RNA content using human cell culture models. Differential ultracentrifugation was used to separate vesicle populations based on size, followed by RNA extraction and quantification using a high-sensitivity assay. Initial experiments using media from three 150 mm culture dishes yielded no detectable RNA, whereas …

A Systems-Based Approach To Supporting Resident Scholarly Productivity:Building A High-Throughput Academic Pipeline In Emergency Medicine Residency Training Through Poster Development Apprenticeship, James Espinosa, Alan Lucerna

Rowan-Virtua Research Day

Background:

Many residency programs require scholarly output; however, consistent and high-volume production of posters and publications can be challenging. Anecdotal evidence from a variety of programs suggests variability in outcomes across programs, often influenced by differences in mentorship, structure, and available scholarly infrastructure.

Objective: To describe a reproducible, systems-based model for generating high-volume resident scholarly output through alignment of expectations, culture, infrastructure, and faculty engagement.

Methods  and Conceptual Model: We outline a multi-domain framework derived from sustained programmatic experience, incorporating structural requirements, leadership alignment, cultural reinforcement, workflow standardization, and active faculty participation. The model is supported by practical tools including …

A Systems Perspective On Workstation Ergonomic Principles And Their Application In Emergency Care Environments, James Espinosa, Alan Lucerna

Rowan-Virtua Research Day

Background: Workstation ergonomic principles are commonly included in mandatory healthcare training programs. These recommendations—monitor height relative to eye level, neutral arm positioning, and adjustable seating—derive largely from occupational ergonomics literature designed to reduce musculoskeletal strain and improve comfort during computer work. Emergency Departments (EDs), however, represent dynamic environments with shared workstations and workflow interruptions that may influence the implementation of these recommendations.

Objective: To summarize the evidence supporting commonly taught workstation ergonomic principles and frame them within a systems perspective of ED work environments.

Methods: Narrative review of occupational ergonomics guidelines, ergonomic intervention studies, and human factors literature relevant to …

Might Ite And Board Preparation Be Both Informative And Neurobiologically Formative? A Plausibility Argument Linking Study Processes To Hippocampal–Cortical Memory Consolidation, Pattern Recognition Networks, And Cognitive Efficiency, James Espinosa, Alan Lucerna

Rowan-Virtua Research Day

Background:  The in-service training exam ( ITE ) and board preparation are traditionally framed as processes of information acquisition and evaluation. Educational discussions typically focus on knowledge transfer, study strategies, and examination performance. However, modern neuroscience suggests that sustained, emotionally salient, and repetitive cognitive challenge in adulthood can produce durable neuroplastic adaptations. Might such residency training be not only informative but also formative?

Objective: To propose a conceptual framework in which board preparation may be both informative and neurobiologically formative, functioning as a training environment that promotes integration of neural systems involved in memory retrieval, pattern recognition, and decision-making under …

+Cd49a+Cd103+ Cytotoxic Tissue-Resident Natural Killer Cells Infiltrate And Control Solid Epithelial Tumor Growth In Mice, Nina B Horowitz, Jennifer A Foltz, Et Al.

2020-Current year OA Pubs

Human tissue-resident natural killer (NK) cells (trNK cells), broadly defined by markers of tissue residency, such as CD49a [

Genealogy-Based Trait Association With Locater Boosts Power At Loci With Allelic Heterogeneity, Xinxin Wang, Ryan Christ, Erica Young, Chul Joo Kang, Indraniel Das, Edward A Belter, Markku Laakso, Louis J M Aslett, David Steinsaltz, Nathan O Stitziel, Ira M Hall

2020-Current year OA Pubs

A key methodological challenge for genome-wide association studies is how to leverage haplotype diversity and allelic heterogeneity to improve trait association power, especially in noncoding regions where it is difficult to predict variant impacts and define functional units for variant aggregation. Genealogy-based association methods have the potential to bridge this gap by testing combinations of common and rare haplotypes based purely on their ancestral relationships. In parallel work, we have developed an efficient local ancestry inference engine and a novel statistical method (LOCATER) for combining signals present on different branches of a locus-specific haplotype tree. Here, we develop a genome-wide …

Training Vs. Reality: The Challenges Of Preventing Heat-Related Illness In Migrant Farmworkers, Sonya Homami

Rowan-Virtua Research Day

Background: Heat‑Related Illness (HRI) is a major occupational hazard for migrant farmworkers, who are 35 times more likely to die from HRI than workers in other industries. Although HRI training aims to improve prevention knowledge, its effect on actual HRI outcomes is unclear.

Methods: Following PRISMA guidelines, a systematic review of PubMed, Embase, and Web of Science identified studies evaluating HRI training and reporting HRI prevalence or related symptoms. Fifteen studies met inclusion criteria.

Results: HRI training did not reduce HRI prevalence or provide protective effects. Training increased reporting of workplace injuries and concern about HRI. Despite high training uptake—over …

Hydration During Emergency Medicine Shifts: An Overlooked Component Of Cognitive Performance, Well-Being, And Systems Design To Fail To Plan For Shift Hydration Is To Plan To Fail With Shift Hydration, James Espinosa, Alan Lucerna, Swet Patel, Robin Lahr, Sergey Medlenov, Adam Kandil, Frank Wheeler, Wayne Tamaska, James Lee, Neel Parikh, Henry Schuitema

Rowan-Virtua Research Day

Emergency Medicine (EM) clinicians work prolonged, cognitively demanding shifts in environments characterized by unpredictability, interruptions, and high decision density. While fatigue, burnout, and circadian disruption have been widely studied, hydration during active clinical shifts has received little focused attention. Evidence from cognitive, military, and sports physiology literature demonstrates that even mild dehydration can impair attention, working memory, mood, and reaction time. Despite these findings, hydration in Emergency Medicine is typically treated as an individual behavior rather than a systems-level design consideration. This review synthesizes relevant physiologic and performance literature, identifies cultural and structural barriers to hydration during EM shifts, and …

Listening To The System: Reframing Emergency Department Noise: The Case For Noise As A Real-Time Operational Signal In A Complex Adaptive System (Cas), James Espinosa, Alan Lucerna, Henry Schuitema

Rowan-Virtua Research Day

Emergency Department (ED) noise has historically been framed as an occupational and environmental hazard requiring mitigation. And this is still true—but not complete. Early work focused on exposure reduction and spike identification. Subsequent mapping studies demonstrated spatial and temporal differentiation in ED acoustic load. We propose an expanded conceptual model: acoustic variability may function not only as a hazard, but also as a real-time signal of operational turbulence within the ED as a complex adaptive system (CAS). Drawing on human factors, alarm fatigue, resilience engineering, and complexity science, we synthesize existing literature and institutional experience to identify a critical gap—noise …

Detecting Early Operational Turbulence In The Emergency Department Using Fourier And Wavelet Analysis: A Conceptual Framework For Signal-Informed Anticipation And Prediction In The Ed Complex Adaptive System, James Espinosa, David Ho, Alan Lucerna

Rowan-Virtua Research Day

Background:

We theorize that Emergency Departments (EDs) function as complex adaptive systems characterized by nonlinear interactions, oscillatory demand patterns, and abrupt phase transitions from stable flow to turbulent states. Traditional dashboards rely on threshold metrics that detect instability after degradation becomes visible. Many ED data streams are significantly retrospective as well as compression-averaged into temporal systems such as days, months, quarters or even years. Signal processing methods—particularly Fourier and wavelet analysis—offer the  framework for detecting latent oscillatory shifts preceding overt operational change from laminar to transitional to turbulent flow states. This could lead to better methods of adaptation.

Conceptual Framework: …

Helping Waldo (The Poster) Be Found: Teaching Search Literacy, Discoverability And Search Engine Optimization As Core Scholarly Skills In Graduate Medical Education, James Espinosa, Alan Lucerna

Rowan-Virtua Research Day

Background: In modern academic medicine, trainees are taught how to search the biomedical literature but rarely taught how to structure their own scholarly work so that it can be discovered. This creates a diffusion gap in which high‑quality educational innovations, case reports, and operational insights remain difficult to locate despite being presented or archived.

Objective: To propose a concise educational module that teaches residents the principles of search literacy and scholarly discoverability.

Methods: A conceptual curriculum framework was developed drawing on literature from information science, medical education, and diffusion theory. The module introduces the paired competencies of 'Finding Waldo' (literature …

The Safety Paradox Of Emergency Department Shift Length: Why The Relationship Between Hours Worked And Patient Safety Is More Complex Than It Appears, James A. Espinosa Md, Alan Lucerna

Rowan-Virtua Research Day

Background: Emergency department shift duration has long been debated as a determinant of patient safety. While longer shifts may increase cognitive fatigue, shorter shifts may increase the frequency of patient handoffs, which themselves introduce communication risk. Objective: To conceptualize emergency department shift length as a safety paradox arising from the balance between fatigue and handoff-related communication risks. Conceptual Framework: We propose the Emergency Department Shift Length Safety Paradox model illustrating the nonlinear relationship between shift duration and patient safety. Implications: Optimal shift design may depend on balancing fatigue risk and communication risk within a complex adaptive healthcare system. Conclusion: Emergency …

A Systems-Based Approach To Supporting Resident Scholarly Productivity: Building A High-Throughput Academic Pipeline In Emergency Medicine Residency Training Through Poster Development Apprenticeship, James Espinosa, Alan Lucerna, Robin Lahr, James Lee, Swet Patel, Henry Schuitema

Rowan-Virtua Research Day

Background: Many residency programs require scholarly output; however, consistent and high volume production of posters and publications can be challenging. Anecdotal evidence from a variety of programs suggests variability in outcomes across programs, often influenced by differences in mentorship, structure, and available scholarly infrastructure. Objective: To describe a reproducible, systems-based model for generating high-volume resident scholarly output through alignment of expectations, culture, infrastructure, and faculty engagement. Methods and Conceptual Model: We outline a multi-domain framework derived from sustained programmatic experience, incorporating structural requirements, leadership alignment, cultural reinforcement, workflow standardization, and active faculty participation. The model is supported by practical tools …

Pcl And Pegdma Nanoyarns Feasibility For Antimicrobial Suture Applications, Wynn Bastianelli, Dominique Hassinger, Vincent Beachley, Sean Mcmillan

Rowan-Virtua Research Day

Abstract Title: PCL and PEGDMA Nanoyarns Feasibility for Antimicrobial Suture

Nanofibers represent an innovative class of materials with diverse applications, including tissue engineering and drug delivery.¹ Among the most promising areas of research is their use in surgical sutures, particularly for complex orthopedic injuries with high re-tear rates. Polycaprolactone (PCL) nanofibers have shown promise as alternatives to standard sutures as their unique properties support superior healing compared to standard materials.² Our lab aims to further optimize these healing capabilities by adding Poly(ethylene glycol) dimethacrylate (PEGDMA), a molecule that tethers peptides to PCL nanoyarns, developing a suture with greater …

Defining Success In Collegiate Recovery Programs: A Systematic Review, Brooke Trogdon, John B. Moore

The Corinthian

Background: The transition to higher education is a critical period for emerging adults. Often marked by increased substance use experimentation due to a variety of internal and external factors. This group faces a heightened risk of developing substance-related health issues, necessitating targeted intervention and prevention efforts. Purpose: To systematically review and define key indicators of success for collegiate recovery programs (CRPs) that support students in recovery from substance use disorders (SUDs). Methods: Following PRISMA guidelines, a comprehensive search was conducted using GALILEO and Google Scholar databases. Articles were appraised using the JBI critical appraisal tools. Results: CRPs provide a supportive …

Cd8+ T Cell Differentiation Into Nk-Like Effector Cells Drives Transplant Rejection, Dawei Zou, Stephanie G Yi, Yulin Dai, Luan Truong, Lillian W Gaber, Richard J Knight, Xiang Xiao, Rafik M Ghobrial, Xian C Li, Zhongming Zhao, Wenhao Chen, A Osama Gaber

Faculty, Staff and Student Publications

T cells are central drivers of transplant rejection, yet the differentiation fates underlying this process remain unclear. Using single-cell transcriptomic profiling of human kidney allograft biopsies, we identified a predominant infiltrating CD8+ T cell subset exhibiting killer cell lectin-like receptor (KLR)+ NK-like features. Mechanistic studies in mice showed that the KLR+ subset emerged de novo post-transplantation and dominated the CD8+ T cell infiltrate in rejecting allografts. These NK-like CD8+ T cells expressed high levels of interferon regulatory factor 4 (IRF4), and Irf4 deletion disrupted their differentiation and induced transplant acceptance. Therapeutically, either costimulation blockade or mTOR inhibition substantially reduced the …

Predicting And Decoding Allosteric Binding Sites Using Protein Language Models And Structure-Based Machine Learning: An Energy Landscape-Guided Explainable Ai Framework, Kamila Riedlová, Vít Skrhák, William G. Gatlin, Max Ludwick, Lucas Turano, Marian Novotný, David Hoksza, Gennady M. Verkhivker

Mathematics, Physics, and Computer Science Faculty Articles and Research

Computational prediction of allosteric binding sites in protein structures remains a persistent challenge, as these regulatory pockets evade detection by both sequence-based and structure-based algorithms. Both computational and physical origins of this predictive asymmetry remain insufficiently understood. In this study, we systematically examine the determinants of binding site predictability using a dual framework that integrates a fine-tuned protein language model and the structure-based method P2Rank as complementary tools probing a diverse data set of 453 human kinases, together with a physics-based interpretability layer derived from energy landscape frustration analysis. Both predictors exhibit a sharp and reproducible dichotomy on protein kinases, …

Herbularyo (Folk Healer): An Herbal Medicine Card Game, Maryjane T. Magsino, Inah Marie Q. Rivera, Armando M. Guidote, Genejane M. Adarlo

Chemistry Faculty Publications

Herbularyo, a card game teaching about herbal plants (HPs), was created and evaluated as a viable educational card game based on Tuomisto and Aksela’s criteria. A quasi-experiment was performed on 81 Grade 8 students from a private high school and 50 Grade 11 from a public high school. Independent t-test revealed that the control group (CG) and experimental group (EG) (p=0.386), and EG1 (played ≤5) and EG2 (played >5) (p=0.681) are not comparable with each other. Paired t-test showed EG performed better (p=0.001) than CG (p=0.901) whereas ANCOVA showed that playing Herbularyo improved students’ information retention (p=0.006). EG1 and EG2 …

Emerging Near-Infrared Targeted Imaging Pharmaceutics For Ovarian Cancer, Angel J. Phillip, Annu Karithara, Subhash Chauhan, Murali Yallapu

School of Medicine Publications

Background: Accurate intraoperative identification of ovarian cancer is challenging, as standard techniques such as visual inspection, palpation, and histopathology often fail to detect microscopic disease. Residual tumor contributes to poor cytoreductive outcomes, high recurrence rates, and chemoresistance. Near-infrared (NIR) imaging using tumor-specific biomarkers has emerged as a promising approach to enhance intraoperative visualization and improve tumor margin delineation. Methods: A focused literature review was conducted using PubMed to identify preclinical and clinical studies evaluating NIR image-guided strategies in ovarian cancer. Studies involving tumor-targeted probes against folate receptor alpha, α3-integrin, mesothelin, and CA125 were included, with emphasis on probe design, delivery, …

The Meaning Of Physical Activity In The Context Of Health Sciences: A Concept Analysis, Martín G. Farinola

International Journal of Physical Activity and Health

Physical activity has been defined in numerous ways. Thus, this study aimed to conduct a concept analysis of the existing physical activity definitions in the health sciences literature to evaluate its conceptual precision and assess the need for a revised or novel concept better suited for this domain. The concept analysis was accomplished using tools derived from philosophical semantics. The analysis identified six definitions that explicitly state what physical activity is with sufficient clarity to allow for conceptual examination. The findings indicated that these definitions frequently merge the concept of physical activity with its contextual attributes. To address these semantic …