Analytical, Diagnostic and Therapeutic Techniques and Equipment Commons^™

Sacroiliac Dysfunction In A Middle-Aged Female Runner: A Case Study, Blair Bradshaw

Clinical Practice in Athletic Training

Introduction: Research has indicated an increased prevalence of low back pain (LBP) due to SIJ dysfunction, with some reports suggesting it is the main source of pain in 15- 30% of cases. Women are more prone to incidence of SIJ pain due to a wider, more uneven, less curved, and posteriorly rotated sacrum. Additionally, women have increased mobility at the SIJ which increases stress and shear loading. Repetitive loading such as running can further contribute to SIJ dysfunction. Research suggests that female runners with SIJ pain had common biomechanical patterns putting them at more risk for injury including decreased knee …

Breaking Barriers: Disparities Among Minority Collegiate Athletes In Concussion Reporting, Josette Villanueva, Melissa Long

Clinical Practice in Athletic Training

Introduction: Concussions are a serious concern in sports medicine because of their potential long-term effects on cognitive and neurological health. However, many athletes, especially those from minority groups, hesitate to report symptoms due to fears of being sidelined, pressure to keep playing, and challenges like limited access to education, language barriers, and distrust in healthcare systems. The objective of this study was to investigate the barriers to concussion reporting among Division I collegiate athletes, with a particular focus on demographic differences, particularly racial and ethnic disparities. The goal was to identify key factors that hinder self-reporting and to propose strategies …

Hyoid Bone Fracture In A Division 1 Football Player: A Conservative Management Case Study, Kynnedy Louis, Andrew Crane, Mark Knoblauch, Layci Harrison

Clinical Practice in Athletic Training

Introduction: The hyoid bone plays an important role in speaking, swallowing, and supporting the tongue. Hyoid bone fractures account for 0.002% of all fractures and are typically seen in cases dealing with strangulations or a blunt force trauma such as occurs from vehicle accidents or martial arts injuries. Signs and symptoms of hyoid fractures can include dyspnea, pharyngeal tear, or subcutaneous emphysema, and if not recognized early can significantly damage the airway. Patient Information: A 23-year-old male collegiate football player sustained blunt trauma to the anterior part of his neck due to a tackle forcing the helmet chin strap against …

Ulnar Collateral Ligament Reconstruction Compared To Common Flexor Tendon Repair With Ulnar Collateral Ligament Reconstruction: A Case Series, Amanda Dubois, Melissa Long

Clinical Practice in Athletic Training

Introduction: The ulnar collateral ligament (UCL) is found in the medial aspect of the elbow joint capsule and is commonly injured in baseball pitchers. The common flexor tendon (CFT) is also found in the medial elbow and is less commonly injured. Both structures are key in overhead throwing, repaired via surgery, and injured due to valgus stress placed on the elbow. There is research on UCL injuries but very little on CFT injuries. There is not substantial research on the return to play protocol or rehabilitation process for either of these two structures after surgery. Patient Information: The patients for …

Overcoming Thoracic Outlet Syndrome In A Young Athlete: A Case Study, Cormia Lewis, Christina Fry, Mark Knoblauch, Layci Harrison

Clinical Practice in Athletic Training

Introduction: Thoracic Outlet Syndrome (TOS) is a rare and complex condition caused by the compression of neurovascular structures in the thoracic outlet. TOS is estimated to affect 3 to 80 individuals per 1,000,000 annually, with neurogenic TOS accounting for approximately 95% of cases. Athletes who perform repetitive overhead motions are at higher risk due to increased stress on the brachial plexus. Diagnosis can be challenging as symptoms such as pain, numbness, and weakness, often mimic other conditions such as nerve entrapment or tendon pathologies. Treatment for TOS typically begins with a conservative approach, including postural correction and strengthening, activity modification, …

Impressions And Gastrointestinal Tolerance Of An Electrolyte Hydration Beverage Among Individuals Participating In Collegiate Baseball, S. Andrew Cage, Alexander Jacobsen, Brandon Warner, Jessie Gibson, Derek Lege, Robert French

Clinical Practice in Athletic Training

Context: Performing physical activity in numerous environmental conditions often results in mild to moderate dehydration. Dehydration can be problematic for the physically active population, as it can lead to decreases in physical and cognitive performance. This places emphasis on making sure individuals are properly hydrated during exercise. One of the barriers to appropriate hydration behaviors that has been identified in physically active individuals is a dislike of available hydration options. This highlights the need for sports medicine professionals to provide physically active individuals with appealing hydration options. Currently there is a lack of research exploring the flavor appeal of hydration …

Athletic Trainers’ Motivations For And Satisfaction With Transition To The Physician Practice Setting, Abigail G. Overstreet, Nicolette A. Harris, Cailee E. Welch Bacon

Clinical Practice in Athletic Training

An increasing number of athletic trainers are transitioning from traditional settings, such as secondary schools, colleges, universities, and professional sports, to physician practice. Although research suggests athletic trainers may be changing settings in search of better working conditions, little is known about their motivations for and satisfaction with the setting transition. The objective of this research was to explore athletic trainers’ motivations for and satisfaction with transition to the physician practice setting. A qualitative design was used to collect and interpret data. Eleven certified athletic trainers (6 women, 5 men; age 1⁄4 38.5 6 10.0 years) who transitioned from a …

Trust, Culture, And Conversation: How Athletic Training Leaders Navigate High-Stakes Interactions, Nicole A. Wilkins, Ashley B. Thrasher, Ericka P. Zimmerman

Clinical Practice in Athletic Training

Introduction: Engaging in difficult conversations is central to leadership growth and requires sustained effort to refine and strengthen these skills. Leaders not only need to navigate the complexities of their role within an organization, but also the intersectionality of interpersonal dynamics, emotional intelligence, structural hierarchies, and the nuanced environments that influence how communication occurs. Furthermore, leaders must adapt to role expectations that shift across clinical, academic, and administrative contexts, adjusting their approach to engaging in conversations based on these complexities. As part of a larger research project examining difficult conversations, this portion of the study explored how leaders in athletic …

Integrating Wearable Technologies Into Athletic Training: Bridging Innovation And Clinical Practice, Michael Douglas

Clinical Practice in Athletic Training

Athletic training is entering a transformative period driven by the convergence of wearable technologies, artificial intelligence (AI), and advanced biomechanical modeling. Historically, wearable technology in sport was primarily used for performance tracking, including workload monitoring, heart rate assessment, and movement quantification. However, advances in sensor accuracy and data analytics have expanded the clinical relevance of wearable systems, allowing athletic trainers to monitor fatigue markers, movement asymmetry, and neuromuscular control patterns that inform injury risk and rehabilitation progression. Wearable sensor technologies provide objective data that can support clinical decision-making when integrated with traditional evaluation methods.¹Despite these advancements, wearable technologies present persistent …

Recurrent Lateral Patellar Dislocation After Mpfl Repair With Subsequent Tibial Tubercle Anteromedialization And Concomiant Mpfl Reconstruction, Jacob Hardy, Anthony Thomas Drazick, Joshua Pratt, Jeremy M. Burnham

Clinical Practice in Athletic Training

Introduction: Patellar instability is a common knee pathology, particularly among adolescents and young adults, with reported incidence rates ranging from 7 to 77 per 100,000 person-years. Following an initial patellar dislocation, recurrence rates have been reported as high as 86%, particularly in patients with underlying anatomic risk factors. Identification of the multifactorial contributors to patellar instability is critical to guide appropriate management and prevent recurrent episodes. Common pathoanatomic factors associated with recurrent instability include trochlear dysplasia, patella alta, lateralized tibial tubercle, coronal or torsional malalignment, and abnormal patellar shift. This case report describes a patient who presented with a chronic …

Improving Entry-Level Athletic Training Student Confidence In Emergency Care: A Pilot Study, Michele Pye, Cade Watts, John Hunt, Kimberly Pritchard

Clinical Practice in Athletic Training

Introduction: Immediate and emergency care is essential to athletic training education and clinical practice. Athletic training students (ATS) may have limited exposure to emergencies during their clinical experiences, which can undermine their confidence. AT educators can improve ATS confidence and clinical reasoning using a simulation-based, learner-centered SNAPPS approach. SNAPPS consists of Summarizing the history and findings, Narrowing and Analyzing the differential diagnoses, Probing peers about uncertainties or confusion, Planning management, and Selecting case-related knowledge gaps for self-directed learning. This empowers students to control the learning environment while adding realism to encounters. The purpose of this pilot study was to determine …

Performance On The Timed Single-Leg Step-Down Test Is Correlated With Hip And Knee Biomechanics As Measured By 3d Markerless Motion Capture, Ghislain Aminake, Anthony Drazick, Christ Focht, Chloe Roy, Emily Clark, Savannah Knighton, Edward Austin, Jeremy Burnham

Clinical Practice in Athletic Training

Introduction: The timed single-leg step-down (SLSD) test is widely used in clinical and sports settings to assess lower extremity function and injury risk, yet the specific biomechanical determinants of performance on this test remain poorly understood. The purpose of this study is to investigate the relationship between performance on the timed SLSD test and hip and knee biomechanics captured by a markerless 3-D motion-analysis system. Methods: Twenty (20) healthy high school athletes with no recent history of lower extremity injury completed a 60-second timed single leg step down test. The number of quality SLSD repetitions (REPS) constituted their SLSD score. …

Metabolic Responses To Freund’S Adjuvants And Oncolytic Viruses: Implications On Vaccines And Tumor Immunity, Kiruthiga Mone

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Freund’s adjuvants have been extensively used in experimental research, and they modulate immune responses through various mechanisms. While both complete Freund’s adjuvant (CFA) and incomplete Freund’s adjuvant (IFA) contain the same mineral oil base, CFA contains the killed extract of Mycobacterium tuberculosis (M. tb) as an additional ingredient. Because the CFA contains mycobacterial content similar to that of Bacillus Calmette-Guérin (BCG), which induces trained immunity (TI), we tested the hypothesis that CFA may elicit TI-like features. To test this hypothesis, we investigated the metabolic and epigenetic reprogramming induced by CFA, with IFA and BCG as controls, in inbred …

An Ai Approach To Differentiating Lung Squamous Cell Carcinoma From Metastases Of Other Origins, Mark G Evans, Jennifer Ribeiro, Todd Maney, Anthony Helmstetter, Jennifer Johnson, Anthony Karnezis, Casey Bales, George Sledge, David Spetzler, Ari Vanderwalde, Matthew Oberley, Balazs Halmos, Hossein Borghaei, Farah Abdulla, David Bryant, Fred Hirsch, Hassan Ghani

Department of Medical Oncology Faculty Papers

IMPORTANCE: Distinguishing primary lung squamous cell carcinoma (SCC) from squamous metastases to the lung is a clinical challenge due to histopathologic similarities. Accurate diagnosis is essential to guide treatment decisions.

OBJECTIVE: To assess the utility of an artificial intelligence (AI) approach that includes evaluation of key orthogonal evidence in distinguishing primary lung SCCs from metastatic tumors of other tissue origins.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used GPSai, a tissue-of-origin AI model run automatically on each sample submitted for molecular profiling, to flag potential misdiagnoses among research-eligible cases submitted as lung SCC. Molecularly profiled cases within the Caris Life …

Editorial: Clinical Imaging, Neurophysiological, Neuropathology And Neuroethics Studies On Disorders Of Consciousness, Coma Mechanisms, And Theories Of Consciousness: A Unifying Attempt, Diego Iacono, Manuel Trachsel, Thanh Phan, Charlène Aubinet

Department of Neurology Faculty Papers

No abstract provided.

Mass Cytometry Workflow To Achieve High-Dimensional Immunophenotyping In Resource-Limited Or Decentralized Environments, Natalie Smith, Michael Cohen, Lauren Tracey, Julie Alipaz, Christina Loh, David King, Neha Pulyani, Rebecca Auzins, Elin Gray, Sandra Taylor, Rajat Rai, Steven Kao, Barbara Fazekas De St Groth, Helen Mcguire

Research outputs 2022 to 2026

Globally, regional and remote communities are burdened by both an increased prevalence and worse prognosis of many infectious and chronic diseases. However, largely owing to logistical challenges, these communities are under-represented in clinical trials and research studies. As individuals from rural communities experience unique environmental exposures and risk factors for disease, immune phenotyping data collected from metropolitan populations may not be broadly generalizable. To address this, we present a workflow that enables the inclusion of resource-limited sites in high-parameter mass cytometry studies. In this approach, whole blood (WB) or peripheral blood mononuclear cells (PBMCs) are collected, stained fresh for surface …

Brain Computer Interfaces: Enhancing Low-Cost Eeg Performance Through Deep, Anwar Rassoul

Shelby Hall Graduate Research Forum Posters

The field of Brain Computer Interfacing (BCI) has traditionally been confined to clinical and research environments due to the high cost and complexity of medical-grade EEG systems. However, the emergence of low-cost hardware exemplified has catalyzed a shift toward accessible, portable BCI applications. While these devices lower the barrier to entry for developers and researchers, they often suffer from a lower signal-to-noise ratio (SNR). This increased noise makes it difficult to extract the clean neural signatures required for high-accuracy control, particularly when operating in non-shielded, real-world environments.

This research focuses on Steady-State Visually Evoked Potentials (SSVEP), a robust BCI paradigm …

Automated Abdominal Aortic Calcification Scores And Atherosclerotic Cardiovascular Disease In The Uk Biobank Imaging Study, Marc Sim, James Webster, Cassandra Smith, Afsah Saleem, Syed Zulqarnain Gilani, Carlos J. Toro-Huamanchumo, David Suter, Gemma Figtree, Anne Karine Lagendijk, Emma L. Duncan, Carl Schultz, Pawel Szulc, Joseph Hung, Wai H. Lim, Parminder Raina, Nicola P. Bondonno, Richard Woodman, Jonathan M. Hodgson, Douglas P. Kiel, Richard L. Prince, William D. Leslie, John P. Kemp, Nicholas C. Harvey, John T. Schousboe, Joshua R. Lewis

Research outputs 2022 to 2026

Background: Abdominal aortic calcification (AAC) is a subclinical measure of atherosclerotic cardiovascular disease (ASCVD). AAC can be captured on lateral spine images obtained from bone density machines during routine osteoporosis screening. Identifying individuals with AAC provides a new opportunity to prevent disease progression. Objectives: The aim of the study was to externally validate a machine learning-derived AAC 24-point algorithm (ML-AAC24) with incident ASCVD. Methods: Middle-aged individuals from the UK Biobank Imaging Study with lateral spine images, obtained via dual-energy x-ray absorptiometry, were included. ML-AAC24 scores were grouped as low (<2), moderate (2 to <6), and high (≥6). Linked health records were used to identify ASCVD-associated events, including hospitalizations and death. Results: Among 53,611 participants (52% female; mean age 65 years), 78.2% had low, 16.4% had moderate, and 5.4% had high ML-AAC24. After excluding people with prevalent ASCVD or missing data, 1,163 (2.3%) of 50,923 people had an incident ASCVD event over a median follow-up of 4.1 [3.0-5.5] years. In age- and sex-adjusted analysis, compared to those with low ML-AAC24, those with moderate (HR: 1.80 [95% CI: 1.57-2.08]) and high ML-AAC24 (HR: 2.87 [95% CI: 2.39-3.44]) had a higher HR for incident ASCVD. Results remained comparable after adjustment for established ASCVD risk factors. Consistent patterns were observed when considering incident coronary artery disease, myocardial infarction, and stroke. Conclusions: Assessing ML-AAC24 on lateral spine images offers a new and promising screening method to identify people with higher risk of incident ASVD events.

Exploring The Optimal Age For Total Knee Arthroplasty To Minimize Risk Of Adverse Outcomes: Machine Learning Analysis Of A Statewide Cohort, Chloe Heiting, Yiyuan Wu, Susan M. Goodman, Peter Sculco, Fei Wang, Said A. Ibrahim, Peter Cram, Rich Caruana, Bella Mehta

Department of Medicine Faculty Papers

BACKGROUND: Rates of total knee arthroplasty (TKA) in the United States have risen in patients of a wide age range. Although rates of postoperative TKA complications have decreased, they remain a significant concern. In this study, we aim to determine how the risk of adverse TKA outcomes changes dynamically with age and explore the optimal ages with the lowest risk for adverse outcomes.

METHODS: This retrospective cohort study included patients who underwent elective primary TKA from 2012 to 2018 in the Pennsylvania Health Care Cost Containment Council Database. We trained (70% train:30% test) an explainable boosting machine (EBM), a modern …

In Vitro Studies Of The Effects Of Antithrombotic Zn-Dipicolylamine-Harboring Liposomes (Dpals) On Serum Albumin And Human Umbilical Vein Endothelial Cells, Michelle Tanujaya, Gianna Cai, Jia Patel, Zana Moldavsky, Yumna Ejaz, Malia Mahazabin Ahmed, Sangsang Duong, Lawrence E. Goldfinger, Koon Y. Pak, Brian D. Gray, Parkson Lee-Gau Chong

Cardeza Foundation for Hematologic Research

Thrombosis remains a leading cause of cardiovascular morbidity and mortality. During thrombosis, activated platelets and endothelial cells expose phosphatidylserine (PS) on their outer membranes, creating a surface that accelerates clot formation. Current antithrombotic therapies, such as heparin and warfarin, carry significant bleeding risks, highlighting the need for safer alternatives. In response, we developed a PS-targeting liposomal formulation composed of Zn-dipicolylamine (DPA)-cyanine-3[22,22] and 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine (molar ratio 3:97). This DPA-harboring liposome (DPAL) binds selectively to PS-rich surfaces such as activated platelets and has demonstrated efficacy in reducing thrombosis in mouse models, with minimal bleeding. In the present study, we examined the interaction …