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Assessment Of Correctness, Content Omission, And Risk Of Harm In Large Language Model Responses To Ophthalmology Continuing Medical Education Questions, Jacqueline L. Chen, Amanda J. Lu, Rohan Verma, Li Wang, Douglas D. Koch, Allison J. Chen May 2026

Assessment Of Correctness, Content Omission, And Risk Of Harm In Large Language Model Responses To Ophthalmology Continuing Medical Education Questions, Jacqueline L. Chen, Amanda J. Lu, Rohan Verma, Li Wang, Douglas D. Koch, Allison J. Chen

SKMC Student Presentations and Publications

PURPOSE: To evaluate the accuracy and prose responses of 2 large language models (LLMs) to ophthalmology continuing medical education questions.

DESIGN: Question prompts and multiple choice (MC) answer options were input into the 2 LLMs, and responses were analyzed for accuracy and assessed for evidence of correctness, completeness, bias, and potential harm using a previously reported standardized rubric.

SUBJECTS: Basic and Clinical Science Course questions and MC answer options from the American Academy of Ophthalmology question bank were used as inputs into the 2 LLMs (ChatGPT-4 and Google Vertex's Gemini Pro 1.5).

METHODS: The MC responses were assessed for accuracy …


Improving Outreach To Residents Through Semi-Structured Interviews, Emmett Booth, Mlis, Ahip, Gary Kaplan, Mlis, Ahip, Abby Adamczyk, Mlis, Ahip, John Caruso, Md May 2026

Improving Outreach To Residents Through Semi-Structured Interviews, Emmett Booth, Mlis, Ahip, Gary Kaplan, Mlis, Ahip, Abby Adamczyk, Mlis, Ahip, John Caruso, Md

Academic Commons and Scott Memorial Library Staff Papers and Presentations

Objectives

Our academic medical center has a large number of residents and fellows across programs based out of multiple hospitals, five of which receive direct support from the libraries. Two librarians supporting the scholarly activities of residents and fellows were hired by the university in the last six years. As these positions evolve, we seek to understand if outreach is working, whether support is effective, and whether scholarly support needs are changing. Building on survey results from last year,1 the team is conducting interviews with residents and program directors to better understand their perceptions of library support and services.


A Word From The Writing Team (May 2026), Pam Walter, Mfa, Laura Deloretta, Phd May 2026

A Word From The Writing Team (May 2026), Pam Walter, Mfa, Laura Deloretta, Phd

A Word From the Writing Team (Newsletter)

No abstract provided.


Exploring The Alignment Between Medical School Outcomes With Residency Competencies: A Modified Delphi Study, Sally A. Santen, Luan Lawson, Jose A. Negrete Manriquez, Marjorie Westerveld, Laurah Turner, Anita Wilson, Phd, Yoon Soo Park, Eric S. Holmboe, Michael S. Ryan, Medical School Outcomes Milestone Study Group May 2026

Exploring The Alignment Between Medical School Outcomes With Residency Competencies: A Modified Delphi Study, Sally A. Santen, Luan Lawson, Jose A. Negrete Manriquez, Marjorie Westerveld, Laurah Turner, Anita Wilson, Phd, Yoon Soo Park, Eric S. Holmboe, Michael S. Ryan, Medical School Outcomes Milestone Study Group

JeffMD Academic Affairs

PURPOSE: Facilitation of competency-based medical education adoption would benefit from alignment between medical school (undergraduate medical education [UME]) and residency (graduate medical education [GME]) assessments. This study explores the strength of an a priori alignment of medical school assessments with residency competency domains to guide programmatic assessment and research.

METHOD: In fall 2023, the authors (US faculty with UME and GME expertise) used a 2-phase Delphi consensus approach (9 participants in phase 1 and 16 in phase 2) to independently map medical school assessments to the Accreditation Council for Graduate Medical Education competency domains (0, no association; 1, some or …


Domain-Specific Concussion Knowledge And Reporting In United States Major League Rugby Players, Julie Stamm, Katherine Hunzinger, Owen Sheehy, Christine Baugh May 2026

Domain-Specific Concussion Knowledge And Reporting In United States Major League Rugby Players, Julie Stamm, Katherine Hunzinger, Owen Sheehy, Christine Baugh

Department of Exercise Science Faculty Papers

Previous research indicates high concussion knowledge is not associated with better concussion reporting, with research examining the relationship between reporting and global concussion knowledge. Concussion knowledge has not yet been investigated in United States Major League Rugby (MLR) players. This study evaluated domain-specific concussion knowledge, concussion history, and reporting behaviors among active MLR players. In a cross-sectional design, 207 MLR athletes (age 26.6 ± 3.4 years) completed a survey assessing concussion history, knowledge, and nondisclosure reasons. While in the MLR, 24% reported an undisclosed concussion, with nondisclosure reasons related to a lack of concussion knowledge, a desire to continue playing, …


Eptinezumab In Treatment-Resistant Chronic Migraine: Four-Year Real-World Effectiveness And Treatment Persistence, Wan-Jen Hsieh, Kelly Nicol, Chai Ching Ng, Tsung-Wei Hou, Phillip Phan, Scott W. Keith, Brittany Heckel, Michael J. Marmura, Hsiangkuo Yuan May 2026

Eptinezumab In Treatment-Resistant Chronic Migraine: Four-Year Real-World Effectiveness And Treatment Persistence, Wan-Jen Hsieh, Kelly Nicol, Chai Ching Ng, Tsung-Wei Hou, Phillip Phan, Scott W. Keith, Brittany Heckel, Michael J. Marmura, Hsiangkuo Yuan

Department of Neurology Faculty Papers

AimTo evaluate 48-month real-world outcomes of eptinezumab users in chronic migraine (CM), including longitudinal effectiveness, treatment persistence, reasons for discontinuation, and post-discontinuation anti-calcitonin gene-related peptide (CGRP) treatment patterns.MethodsWe conducted a retrospective cohort study of 112 CM subjects initiating eptinezumab at a tertiary headache center between 2019 and 2021. Monthly headache days (MHD), migraine disability assessment (MIDAS), and average pain intensity (API) were extracted at baseline and every 6 months for up to 48 months using a predefined outcome form at each visit. Longitudinal changes were analyzed using generalized estimating equations (GEE) with an unstructured correlation matrix, adjusting for age, sex, …


The First Cut Is The Deepest: Understanding Learner Trauma In The Emergency Medicine Clerkship, Dimitrios Papanagnou, Leela Raj, Karen E. Watkins, Xiao C. Zhang, Andres Fernandez, Md, Victoria J. Marsick May 2026

The First Cut Is The Deepest: Understanding Learner Trauma In The Emergency Medicine Clerkship, Dimitrios Papanagnou, Leela Raj, Karen E. Watkins, Xiao C. Zhang, Andres Fernandez, Md, Victoria J. Marsick

Department of Emergency Medicine Faculty Papers

BACKGROUND: As third-year medical students transition into high-stakes, high-stress clinical environments like the emergency department (ED), they may experience significant personal trauma. However, little is known about how this trauma is experienced early in their training - specifically during the transition from preclinical to clinical learning environments. This study addresses that gap by exploring third-year medical students' experiences of trauma during the emergency medicine (EM) clerkship through the lens of Trauma-Informed Care (TIC) and identifies workplace factors and intersectional demographics influencing these experiences.

METHODS: This qualitative study used the critical incident technique to explore emotionally-significant events encountered by third-year medical …


Combined Middle Meningeal Artery Embolisation And Subdural Evacuation Port System Drainage For Chronic Subdural Haematoma: A Systematic Review, Single-Arm Meta-Analysis, Meta-Regression, And Cost-Benefit Analysis, Shiva A. Nischal, Santosh Guru, Shaan Patel, Ashviniy Thamilmaran, Mary Murphy May 2026

Combined Middle Meningeal Artery Embolisation And Subdural Evacuation Port System Drainage For Chronic Subdural Haematoma: A Systematic Review, Single-Arm Meta-Analysis, Meta-Regression, And Cost-Benefit Analysis, Shiva A. Nischal, Santosh Guru, Shaan Patel, Ashviniy Thamilmaran, Mary Murphy

Department of Neurosurgery Faculty Papers

BACKGROUND: Chronic subdural haematoma (cSDH) is an increasingly prevalent condition in older, anticoagulated, and medically frail patients, in whom recurrence and perioperative risk remain substantial despite standard surgical evacuation. Growing recognition of cSDH as an angiogenic, inflammatory disorder has prompted interest in minimally invasive strategies that combine mechanical decompression with targeted modulation of the underlying vascular pathology. This study aimed to evaluate the safety, effectiveness, and health-economic profile of combined middle meningeal artery embolisation and subdural evacuation port system (MMAE-SEPS) drainage for cSDH, compared with conventional burr-hole evacuation.

METHODS: MEDLINE, Embase, and CENTRAL were searched from inception to 24th August …


Diacylglycerol Kinase Eta As A Novel Target In Nras Mutant Melanoma, Haley P. Wilson, Casey D. Stefanski, Signe Caksa, Glenn L. Mersky, Scott D. Varney, Jelan I. Haj, Dan A. Erkes, Timothy J. Purwin, Vivian Chua, Andrew E. Aplin May 2026

Diacylglycerol Kinase Eta As A Novel Target In Nras Mutant Melanoma, Haley P. Wilson, Casey D. Stefanski, Signe Caksa, Glenn L. Mersky, Scott D. Varney, Jelan I. Haj, Dan A. Erkes, Timothy J. Purwin, Vivian Chua, Andrew E. Aplin

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

NRAS mutations occur in 10%-30% of cutaneous melanomas and are associated with high tumor mutational burden. Mutant NRAS signaling drives aberrant cell growth and proliferation, in part, through activation of the RAF-MEK-ERK1/2 kinase pathway; however, targeted therapies to this pathway have limited effectiveness in patients with NRAS mutant melanoma. The role of other targetable signaling pathways in NRAS mutant melanoma is poorly characterized. Here, we demonstrated that one isoform of diacylglycerol kinase, diacylglycerol kinase eta (DGKη), a lipid signaling regulator, was highly expressed in NRAS mutant melanoma patient samples. Knockdown of DGKH in NRAS mutant melanoma cell lines resulted in …


Qualitative Beta-2-Adrenoceptor Signaling In The Regulation Of Human Airway Epithelia Mucin And Cytokine Production, Fred Graumuller, Diana Cervantes, Tung O. Chan, Niccolette Schaunaman, Dominic R. Villalba, Burton F. Dickey, Julia K. L. Walker, Hong Wei Chu, Raymond B. Penn May 2026

Qualitative Beta-2-Adrenoceptor Signaling In The Regulation Of Human Airway Epithelia Mucin And Cytokine Production, Fred Graumuller, Diana Cervantes, Tung O. Chan, Niccolette Schaunaman, Dominic R. Villalba, Burton F. Dickey, Julia K. L. Walker, Hong Wei Chu, Raymond B. Penn

Division of Pulmonary, Allergy, and Critical Care Medicine Faculty Papers

BACKGROUND: Numerous in vivo studies have demonstrated beta-2-adrenoceptor (β2AR) -agonism as permissive in the development of allergic lung inflammation, and have implicated the arrestin-dependent signaling arm of the β2AR in mediating this effect. However, the specific cell type(s) mediating β2AR regulation of allergic lung inflammation remain unestablished.

METHODS: To explore the potential contribution of airway epithelia in this phenomenon, we compared the ability of ractopamine (RP), recently identified as a Gs-biased beta-agonist, to that of the unbiased/balanced beta-agonist albuterol (ALB), on IL-13-stimulated mucin and cytokine production in human airway epithelia cultures in air-liquid interface (HAE).

RESULTS: ALB, which activates both …


Safety And Efficacy Of Individualised Exercise And Nad+ Precursor Supplementation In Patients With Friedreich’S Ataxia In The Usa: A Single-Centre, 2 × 2 Factorial, Randomised Controlled Trial, Kimberly Lin, Anna Bucha, Kara Mcsweeney, Kristin Wade, Antoneta Karaj, Jaclyn Tamaroff, Shannon O'Malley, Nicole Chung, Nicolette Cilenti, Julianne Wanner, Gabriel Adzika, Clementina Mesaros, Ian Blair, Teerapat Rojsajjakul, Suraj Serai, Jennifer Farmer, Kyle Bryant, Yingying Lu, Michael Harhay, David Weber, Stephen Paridon, Erin Seifert, Mary Putt, Payman Zamani, Joseph Baur, David Lynch, Shana Mccormack May 2026

Safety And Efficacy Of Individualised Exercise And Nad+ Precursor Supplementation In Patients With Friedreich’S Ataxia In The Usa: A Single-Centre, 2 × 2 Factorial, Randomised Controlled Trial, Kimberly Lin, Anna Bucha, Kara Mcsweeney, Kristin Wade, Antoneta Karaj, Jaclyn Tamaroff, Shannon O'Malley, Nicole Chung, Nicolette Cilenti, Julianne Wanner, Gabriel Adzika, Clementina Mesaros, Ian Blair, Teerapat Rojsajjakul, Suraj Serai, Jennifer Farmer, Kyle Bryant, Yingying Lu, Michael Harhay, David Weber, Stephen Paridon, Erin Seifert, Mary Putt, Payman Zamani, Joseph Baur, David Lynch, Shana Mccormack

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND:Friedreich's ataxia is a rare, chronic, progressive, neurodegenerative condition affecting multiple organ systems, including neurological, musculoskeletal, cardiac, and endocrine systems, and is marked by low cardiopulmonary fitness. We tested the effect of exercise and NAD+ precursor supplementation with nicotinamide riboside, which have each shown benefits in animal and early clinical studies, on cardiopulmonary fitness in individuals with Friedreich's ataxia.

METHODS: This 12-week, outpatient, phase 2, single-site (Children's Hospital of Philadelphia, Philadelphia, PA, USA), randomised, 2 × 2 factorial clinical trial recruited individuals aged 10–40 years with an ejection fraction of 45% or greater who were able to exercise. A …


Population Pharmacokinetics And Dosing Simulations Of Pentobarbital In The Pediatric Population, Victoria Etges Helfer, Lorena Medina-Aymerich, William J. Muller, Marisa Meyer, Amira Al-Uzri, Russell Mcculloh, Chi D. Hornik, Stephen J. Balevic, Rachel G. Greenberg, Daniel K. Benjamin, Sarah G. Anderson, Daniel Gonzalez May 2026

Population Pharmacokinetics And Dosing Simulations Of Pentobarbital In The Pediatric Population, Victoria Etges Helfer, Lorena Medina-Aymerich, William J. Muller, Marisa Meyer, Amira Al-Uzri, Russell Mcculloh, Chi D. Hornik, Stephen J. Balevic, Rachel G. Greenberg, Daniel K. Benjamin, Sarah G. Anderson, Daniel Gonzalez

Department of Pediatrics Faculty Papers

Pentobarbital is a barbiturate with sedative and anticonvulsant properties, occasionally used in pediatric patients for preoperative sedation, deep sedation during mechanical ventilation, and seizure control. Despite its long-standing clinical use, age-appropriate dosing remains challenging due to variability across studies and limited pediatric pharmacokinetic (PK) data. This study (NCT01431326) aimed to characterize the population pharmacokinetics of pentobarbital in pediatric patients (birth to 21 years) and evaluate dosing strategies using model-based simulations. A two-compartment population PK model, allometrically scaled to total body weight, adequately described pentobarbital plasma concentrations, with no additional covariates identified as significant. Simulations were conducted across four age groups: …


The Camus Initiative: A Multiphase, Multicentre International Collaboration To Redefine Risk Stratification, Reporting, And Grading Of Surgical Complications In Urology., Christopher Soliman, Niranjan J. Sathianathen, Niall M. Corcoran, Nathan Lawrentschuk, Patrick Y. Wuethrich, Marc A. Furrer, Paul Chung, Camus Study Group Collaborators May 2026

The Camus Initiative: A Multiphase, Multicentre International Collaboration To Redefine Risk Stratification, Reporting, And Grading Of Surgical Complications In Urology., Christopher Soliman, Niranjan J. Sathianathen, Niall M. Corcoran, Nathan Lawrentschuk, Patrick Y. Wuethrich, Marc A. Furrer, Paul Chung, Camus Study Group Collaborators

Department of Neurology Faculty Papers

Surgical complications remain a major source of preventable morbidity, mortality, and health care expenditure, but existing frameworks such as the Clavien-Dindo classification and Comprehensive Complication Index are clinician-centred and intervention-focused and fail to capture cumulative patient-centred outcomes. This protocol outlines the Complications After Major and Minor Urological Surgery (CAMUS) initiative, a global, multiphase effort to redefine complication reporting, risk stratification, and outcome measurement in urological surgery. CAMUS aims to address these limitations via an integrated, seven-arm programme combining retrospective and prospective data analysis, consensus development, and digital infrastructure design. Arm 1 has assembled a retrospective data set of 130 034 …


Aspirin And Preterm Birth Among Pregnant People With Increased Heat Exposure: Secondary Analysis Of A Randomized Clinical Trial, Gabriella Meltzer, Luke Duttweiler, Sarah Saleem, Kartik Shankar, Manolo Mazariegos, Antoinette Tshefu, Jackie Patterson, Elwyn Chomba, Waldemar Carlo, Shivaprasad Goudar, Richard Derman, Archana Patel, Patricia Hibberd, Edward Liechty, Fabian Essamai, Edwin Asturias, Denise Babineau, Janet Moore, Cascade Tuholske, Andrew Zimmer, Brent Coull, Elizabeth Mcclure, Robert Goldenberg, Nancy Krebs, Matthew Hoffman, Blair Wylie May 2026

Aspirin And Preterm Birth Among Pregnant People With Increased Heat Exposure: Secondary Analysis Of A Randomized Clinical Trial, Gabriella Meltzer, Luke Duttweiler, Sarah Saleem, Kartik Shankar, Manolo Mazariegos, Antoinette Tshefu, Jackie Patterson, Elwyn Chomba, Waldemar Carlo, Shivaprasad Goudar, Richard Derman, Archana Patel, Patricia Hibberd, Edward Liechty, Fabian Essamai, Edwin Asturias, Denise Babineau, Janet Moore, Cascade Tuholske, Andrew Zimmer, Brent Coull, Elizabeth Mcclure, Robert Goldenberg, Nancy Krebs, Matthew Hoffman, Blair Wylie

Global Health Articles

IMPORTANCE: Scalable interventions are urgently needed to mitigate the adverse effects of heat on pregnancy and newborn health.

OBJECTIVE: To evaluate whether low-dose aspirin modifies the association between heat exposure and preterm birth.

DESIGN, SETTING, AND PARTICIPANTS: This secondary analysis of the Global Network for Women's and Children's Health Research Aspirin Supplementation for Pregnancy Indicated Risk Reduction in Nulliparas (ASPIRIN) randomized, double-blinded, placebo-controlled clinical trial was conducted from March 2016 to June 2018. Statistical analyses were performed from June 2024 to June 2025. The study settings included the Democratic Republic of Congo, Zambia, Kenya, Guatemala, Pakistan, and Belagavi and Nagpur, …


Clinical And Demographic Characteristics Of Hospitalized Patients With Xylazine-Related Wounds, Elizabeth Novick, Nikhil Seval, Dagan Coppock, Mollie Tucker, Daniel Taupin, John Zurlo, Carolyn Kramer May 2026

Clinical And Demographic Characteristics Of Hospitalized Patients With Xylazine-Related Wounds, Elizabeth Novick, Nikhil Seval, Dagan Coppock, Mollie Tucker, Daniel Taupin, John Zurlo, Carolyn Kramer

Department of Medicine Faculty Papers

OBJECTIVES: Little is known about the demographic and clinical features of patients with xylazine-related wounds. We sought to characterize hospitalized patients with substance use disorder (SUD) and xylazine-related wounds seen for infectious diseases consultation.

METHODS: We retrospectively reviewed the medical records of 193 patients diagnosed with SUD at 3 Philadelphia hospitals between October 2023 and January 2024. Patients were identified as either being diagnosed with (n=73) or without (n=120) xylazine-related wounds. We compared the demographic and clinical features between the 2 groups.

RESULTS: Patients diagnosed with wounds were younger ( P < 0.001), more likely to be White or Hispanic and less likely to be Black/AA ( P < 0.001), more likely to have tested positive for fentanyl ( P < 0.001), amphetamines ( P < 0.001), and cocaine ( P 0.001), more likely to acknowledge injection ( P < 0.001), and more likely to leave the hospital by patient-directed discharge (PDD) ( P < 0.001). Most patients had multiple wounds (75%), and more than half (53%) had at least one wound greater than 10 cm at its widest dimension. Although most patients diagnosed with wounds received antibiotics, many did not have symptoms or signs of infection.

CONCLUSIONS: Xylazine-related wounds are highly associated with illicitly manufactured …


Knowledge Gaps In High-Energy Sacral Fracture Treatment And Management, Ashraf N. El Naga, Marko H. Neva, Ahmed Abdelazim Hassan, Gregory D. Schroeder, Mohammad El-Sharkawi, Sebastian F. Bigdon, Andrei F. Joaquim, Klaus Schnake, Richard Bransford, Emre Yilmaz Apr 2026

Knowledge Gaps In High-Energy Sacral Fracture Treatment And Management, Ashraf N. El Naga, Marko H. Neva, Ahmed Abdelazim Hassan, Gregory D. Schroeder, Mohammad El-Sharkawi, Sebastian F. Bigdon, Andrei F. Joaquim, Klaus Schnake, Richard Bransford, Emre Yilmaz

Rothman Institute Papers

High-energy sacral fractures (HESF) are often challenging injuries due to the location of the sacrum at the junction of the spine and pelvis, the complex biomechanics of the pelvic ring and the wide spectrum of injury patterns, which make treatment standardization challenging. Despite advances in classification systems - particularly the AOSpine Sacral Injury Classification - significant gaps remain in understanding optimal management. To review and discuss the management and identify knowledge gaps related to HESF. A narrative review of the literature was conducted, focusing on five domains: 1. Relative instability and biomechanics affected in different injury patterns; 2. The significance …


Reinforcement Learning Improves Llm Accuracy And Reasoning In Disease Classification From Radiology Reports, Yishu Wei, Yi Lin, Adam Flanders, George Shih, Yifan Peng Apr 2026

Reinforcement Learning Improves Llm Accuracy And Reasoning In Disease Classification From Radiology Reports, Yishu Wei, Yi Lin, Adam Flanders, George Shih, Yifan Peng

Department of Radiology Faculty Papers

Accurate disease classification from radiology reports is essential for many applications. While supervised fine-tuning (SFT) of lightweight LLMs improves accuracy, it can degrade reasoning. We propose a two-stage approach: SFT on disease labels followed by Group Relative Policy Optimization (GRPO) to refine predictions by optimizing accuracy and format without reasoning supervision. Across three radiologist-annotated datasets, SFT outperformed baselines and GRPO further improved classification and enhanced reasoning recall and comprehensiveness.


A Systematic Review And Meta-Analysis Finds That Psychological Well-Being Predicts All-Cause Mortality Independently Of Psychological Ill-Being., Max Genecov, David Yeager Apr 2026

A Systematic Review And Meta-Analysis Finds That Psychological Well-Being Predicts All-Cause Mortality Independently Of Psychological Ill-Being., Max Genecov, David Yeager

Department of Psychiatry and Human Behavior Faculty Papers

BACKGROUND: Does psychological well-being (e.g. life satisfaction, happiness, meaning in life) predict the length of a person’s life, or are measures of well-being simply assessing the absence of ill-being (depression, loneliness, sadness) and are therefore redundant with ill-being measures? Individual studies have examined this question by measuring and controlling for both well-being and ill-being, but inconsistent findings have been reported. METHODS: A systematic review and random-effects meta-analysis was conducted on the literature of prospective longitudinal studies linking all-cause mortality to well-being. Studies that controlled for ill-being were compared to studies that did not control for ill-being to identify the unique …


Reclaiming The Writing Process Using Ai: A Scaffolded Writing Assignment That Promotes Critical Thinking, Reflection, And Accountability, Hannah M. Schapiro, Manuela Tripepi, Julia Blackley Apr 2026

Reclaiming The Writing Process Using Ai: A Scaffolded Writing Assignment That Promotes Critical Thinking, Reflection, And Accountability, Hannah M. Schapiro, Manuela Tripepi, Julia Blackley

College of Life Sciences Faculty Papers

As the educational landscape changes with the widespread use of generative artificial intelligence (AI), we have made the deliberate choice to adapt with intention through the constructive integration of this tool within the curriculum. Writing assignments are often vulnerable to AI shortcuts, and therefore, we reimagined the project in our online microbiology lab to incorporate AI in a structured and pedagogically sound way that prioritizes both the writing process and the final product. Students must work with AI to create a script for a 5-minute video which they then illustrate and record on the differences between Staphylococcus aureus and methicillin-resistant …


Evaluation Of A Wearable Wireless Respiratory Monitoring System (Rms) For Detecting And Predicting Clinical Deterioration, Shreya Kolipaka, Jeffrey I. Joseph, Do Apr 2026

Evaluation Of A Wearable Wireless Respiratory Monitoring System (Rms) For Detecting And Predicting Clinical Deterioration, Shreya Kolipaka, Jeffrey I. Joseph, Do

Student Papers, Posters & Projects

Introduction & Objectives

- Mortality within 30 days after major surgery is the third leading cause of death worldwide.1

- Post-operative adverse events leading to mortality include pneumonia, respiratory failure, sepsis, kidney failure, pulmonary embolism, and major cardiac events.2,3

- Early warning signs of clinical deterioration are commonly missed due to infrequent clinical assessments, delaying timely diagnosis and intervention.2,4

- On the general hospital floors, vital signs are monitored every 4 to 8 hours, suggesting patients could be unmonitored 96% of their hospital stay.1

- Changes in respiratory rate (RR) are the earliest and most sensitive …


Intraoperative Liposomal Bupivacaine Is Associated With Reduced Opioid Use And Enhanced Recovery After Total Knee Arthroplasty: A Multicenter Registry Study, Mitchell Ng, Jennifer Lin, Andrew Spitzer, Vinod Dasa, Adam Rivadeneyra, David Rogenmoser, Andrew Concoff, Mary Digiorgi, Joshua Urban, William Mihalko, Michael Mont Apr 2026

Intraoperative Liposomal Bupivacaine Is Associated With Reduced Opioid Use And Enhanced Recovery After Total Knee Arthroplasty: A Multicenter Registry Study, Mitchell Ng, Jennifer Lin, Andrew Spitzer, Vinod Dasa, Adam Rivadeneyra, David Rogenmoser, Andrew Concoff, Mary Digiorgi, Joshua Urban, William Mihalko, Michael Mont

Rothman Institute Papers

BACKGROUND: With an annual volume of total knee arthroplasties (TKAs) in the United States projected to exceed 1.5 million by 2050, optimizing perioperative pain control and facilitating early discharge remain clinical priorities. This study evaluated the effectiveness of liposomal bupivacaine (LB) vs conventional bupivacaine/ropivacaine in opioid-naïve patients undergoing primary TKA, comparing/contrasting: (1) pain score improvements, (2) opioid usages, (3) functional recoveries, and (4) hospital lengths of stay.

METHODS:  Data from the Innovations in Genicular Outcomes Research (iGOR) registry were used to identify patients undergoing unilateral primary TKA between September 2021 and December 2024. Two hundred twenty-five patients were analyzed, 42 …


A League Of Her Own: The Comeback After Collison, Ashley Otto, Do, Mbs, Carly Day, Md Apr 2026

A League Of Her Own: The Comeback After Collison, Ashley Otto, Do, Mbs, Carly Day, Md

Jefferson Hospital Staff Papers and Presentations

Initial History

During a college softball game, the left fielder (patient A) and center fielder (Patient B) collide while attempting to catch a fly ball. Patient A immediately lost consciousness and Patient B screamed in pain grabbing her right leg. The athletic trainer (AT) and student athletic trainer access and triage the players. Upon the AT's arrival, Patient A became conscious, appeared confused, denied distress, and complained of jaw pain. Patient B continued to have upper right leg pain. Both athletes are helped off the field and the on-call physician is asked to come to the field.



High Concordance Of Physician-Attestation With Manual Data Abstraction For Sickle Cell Type: An Ash Rc Data Hub Study, Alexis Thompson, Ashima Singh, Donna Neuberg, Amanda Brandow, Allison King, Sophie Lanzkron, Emily Semmel, Sam Walters, Susan Rogers, Kathleen Torres, William Wood Apr 2026

High Concordance Of Physician-Attestation With Manual Data Abstraction For Sickle Cell Type: An Ash Rc Data Hub Study, Alexis Thompson, Ashima Singh, Donna Neuberg, Amanda Brandow, Allison King, Sophie Lanzkron, Emily Semmel, Sam Walters, Susan Rogers, Kathleen Torres, William Wood

Cardeza Foundation for Hematologic Research

Sickle cell disease (SCD) is the most common inherited blood disorder in the United States. The American Society of Hematology Research Collaborative (ASH RC) has built an SCD Data Hub (DH) to facilitate research and quality improvement using real-world data. To our knowledge, we report here the first analyses from the DH, focusing on cohort demographics and accurate identification of SCD diagnosis type. DH sites have data use agreements with ASH RC to extract and transfer electronic health record (EHR) data at least quarterly. Principal investigators (PI) provided additional attestation of SCD diagnosis based on existing local data sources deemed …


Microarray Analysis Of Human Abdominal Aortic Aneurysm With Emphasis On Cardiovascular Genes Revealed Differentially Expressed Genes, Song Lu, Li Ping Li, John V. White, Xiaoying Zhang, Ifeyinwa Nwaneshiudu, Adaobi Nwaneshiudu, Nectaria Ntaoula, John Gaughan, Dimitri S. Monos, Wan-Lu Lin, Charalambos C. Solomides, Emilia L. Oleszak, Chris D. Platsoucas Apr 2026

Microarray Analysis Of Human Abdominal Aortic Aneurysm With Emphasis On Cardiovascular Genes Revealed Differentially Expressed Genes, Song Lu, Li Ping Li, John V. White, Xiaoying Zhang, Ifeyinwa Nwaneshiudu, Adaobi Nwaneshiudu, Nectaria Ntaoula, John Gaughan, Dimitri S. Monos, Wan-Lu Lin, Charalambos C. Solomides, Emilia L. Oleszak, Chris D. Platsoucas

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND/AIM: We examined gene expression profiles in abdominal aortic aneurysm (AAA) lesions vs. normal aortas by cDNA microarray and real-time quantitative reverse-transcriptase polymerase chain reaction (qRT-PCR).

MATERIALS AND METHODS: Phosphorus (32P)-labeled cDNA from AAA specimens (mean AAA size 6.65 cm) and normal aortas were hybridized with a 588-gene microarray primarily of the cardiovascular system. The results were validated by qRT-PCR.

RESULTS: A total of 35 out of the 588 genes were differentially expressed, with either log2 ratio of AAAs/controls ≥1 (upregulated; 20 genes) or ≤-1 (downregulated; 15 genes) in AAA lesions vs. normal aorta, and …


Evaluating Glucagon-Like Peptide-1 Receptor Agonist Safety Before Upper Endoscopy: A Systematic Review And Meta-Analysis, Zohaib Ahmed, Amna Iqbal, Sami Ghazaleh, Abdallah Kobeissy, Ali Nawras, Yaseen Alastal, Hani Saad, Sarmed Mansur, Idrees Mohiuddin, Umair Iqbal, Dushyant Singh Dahiya, Syeda Faiza Arif, Connor Campbell, Wade Lee-Smith, Mohammad Asif, Faisal Kamal, Aamir Saeed, Omar Horani Apr 2026

Evaluating Glucagon-Like Peptide-1 Receptor Agonist Safety Before Upper Endoscopy: A Systematic Review And Meta-Analysis, Zohaib Ahmed, Amna Iqbal, Sami Ghazaleh, Abdallah Kobeissy, Ali Nawras, Yaseen Alastal, Hani Saad, Sarmed Mansur, Idrees Mohiuddin, Umair Iqbal, Dushyant Singh Dahiya, Syeda Faiza Arif, Connor Campbell, Wade Lee-Smith, Mohammad Asif, Faisal Kamal, Aamir Saeed, Omar Horani

Division of Gastroenterology and Hepatology Faculty Papers

BACKGROUND: The use of glucagon-like peptide-1 receptor agonists (GLP-1 RAs) has remarkably increased in the past few years as they have demonstrated significant reduction in A1c and major cardiovascular outcomes and have led to weight loss with low risk of hypoglycemia. GLP-1 RA use has raised concerns about potential associations with increased gastric retention and adverse outcomes in upper endoscopy procedures.

METHODS: We conducted a comprehensive search across multiple databases to identify comparative studies evaluating the impact of GLP-1 RA exposure versus non-exposure on upper endoscopy outcomes. Studies comparing GLP-1 RAs to other medications were excluded. The primary outcome was …


Response Of Reticulocyte And Red Blood Cell Indices To Single-Dose Intravenous Iron In Pregnant Women With Moderate Iron Deficiency Anemia: Secondary Analysis Of The Rapidiron Trial, Manjunath S. Somannavar, Sudhir Mehta, Dharmesh Kumar Sharma, Seema Mehta, Yogeshkumar S, Umesh Charantimath, Benjamin E. Leiby, Michael K. Georgieff, Zubair H. Aghai, Ashalata Mallapur, Umesh Ramadurg, Radha Sangavi, Praveen Patil, J. P. Akshaykirthan, Rupsa C. Boelig, Mrutyunjaya B. Bellad, Richard J. Derman Apr 2026

Response Of Reticulocyte And Red Blood Cell Indices To Single-Dose Intravenous Iron In Pregnant Women With Moderate Iron Deficiency Anemia: Secondary Analysis Of The Rapidiron Trial, Manjunath S. Somannavar, Sudhir Mehta, Dharmesh Kumar Sharma, Seema Mehta, Yogeshkumar S, Umesh Charantimath, Benjamin E. Leiby, Michael K. Georgieff, Zubair H. Aghai, Ashalata Mallapur, Umesh Ramadurg, Radha Sangavi, Praveen Patil, J. P. Akshaykirthan, Rupsa C. Boelig, Mrutyunjaya B. Bellad, Richard J. Derman

Department of Obstetrics and Gynecology Faculty Papers

BACKGROUND: Iron deficiency anemia in pregnancy is a significant health concern. Reticulocyte hemoglobin equivalent (Ret-He) and immature reticulocyte fraction (IRF) are emerging as early markers, yet their response to different iron therapies in pregnancy is underexplored.

OBJECTIVE: To determine whether intravenous single-dose iron administration produces a more favorable effect on reticulocyte indices than oral iron therapy in anemic pregnant women.

METHODS: This is a secondary analysis of the RAPIDIRON Trial, a multicenter, three-arm randomized controlled trial comparing ferric carboxymaltose (FCM), ferric derisomaltose (FDM) and standard oral ferrous sulfate. Reticulocyte hemoglobin equivalent (Ret-He), Immature Reticulocyte Fraction (IRF) and other red blood …


High-Precision Automated Bone Age: A Clinically Useful Tool In Monitoring Of Treatment Effects In Children And Adolescents, Hans Henrik Thodberg, Lise Aksglaede, Anders Juul, Shanlee M. Davis, Judith L. Ross Apr 2026

High-Precision Automated Bone Age: A Clinically Useful Tool In Monitoring Of Treatment Effects In Children And Adolescents, Hans Henrik Thodberg, Lise Aksglaede, Anders Juul, Shanlee M. Davis, Judith L. Ross

Department of Pediatrics Faculty Papers

The clinical value of serial bone age (BA) determinations in children during growth is limited by the manual rater variability (precision 0.63 years). The objective of this work was to determine the precision of automated bone age and bone health index (BHI) measurements by BoneXpert and to establish the time interval at which the automated method can detect a significant treatment effect. The data were from a case-control trial (oxandrolone/placebo) following 90 boys with Klinefelter syndrome (KS) with five visits over 2 years, recording X-rays of both hands. The precision of BA was 0.08 years [0.07; 0.09] 95% CI, leading …


Disruption Of The Lrrk2 Substrate Rab12 Facilitates Neurotransmission And Causes Hyperactivity In Mice, Xingjian Li, Yuanxin Chen, Huaixing Wang, Xue Zhang, Noah Guy Lewis Guiberson, Xianting Li, Jacqueline Burré, Junmin Peng, Hui Zhang, Zhenyu Yue Apr 2026

Disruption Of The Lrrk2 Substrate Rab12 Facilitates Neurotransmission And Causes Hyperactivity In Mice, Xingjian Li, Yuanxin Chen, Huaixing Wang, Xue Zhang, Noah Guy Lewis Guiberson, Xianting Li, Jacqueline Burré, Junmin Peng, Hui Zhang, Zhenyu Yue

Department of Neuroscience Faculty Papers

RAB12 is a small GTPase and a validated substrate of LRRK2, a kinase genetically linked to Parkinson's disease (PD). While RAB12-LRRK2 signaling has been implicated in ciliogenesis and immune regulation, the neuronal function of RAB12 remains largely unexplored. Here, we investigated the role of RAB12 in synaptic physiology using Rab12 knockout (KO) mice. Rab12 KO mice developed normally but exhibited increased locomotor activity in adulthood. Electrophysiological recordings from striatal slices revealed enhanced presynaptic release probability and increased excitatory drive onto medium spiny neurons. Consistently, live-cell imaging of cultured cortical neurons revealed that Rab12 deletion facilitated, while Rab12 overexpression inhibited, synaptic …


Multifocal Papillary Thyroid Carcinoma With Ret P.V804m, Eml4-Alk Fusion, And Braf V600e Positivity, Jacob Beiriger, Leonard Estephan, Lubna Zuberi, Stacey Gargano, Elizabeth Cottrill Apr 2026

Multifocal Papillary Thyroid Carcinoma With Ret P.V804m, Eml4-Alk Fusion, And Braf V600e Positivity, Jacob Beiriger, Leonard Estephan, Lubna Zuberi, Stacey Gargano, Elizabeth Cottrill

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

Multifocal papillary thyroid cancer (PTC) can arise from independent primaries with discordant drivers in parallel clonal evolution rather than a single-clone pattern. We present a 31-year-old female with multifocal PTC harboring 3 distinct oncogenic alterations: a germline RET p.V804M mutation, low-frequency EML4-ALK fusion, and BRAF V600E mutation. The RET and ALK alterations were identified in a midpole nodule, whereas BRAF positivity was seen in a separate lower pole tumor. Ultrasound revealed multiple right-lobe thyroid nodules; the dominant 2.1-cm lesion was hypoechoic with calcifications. Fine needle aspiration revealed Bethesda III cytology, prompting thyroid lobectomy and an ipsilateral central neck dissection was …


Identifying Delays Impacting Maternal And Perinatal Deaths Using A Facility-Based Death Audit Review System Integrated With Community Engagement: A Mixed Methods Study, Zahid Memon, Wardah Ahmed, Shah Muhammad, Sajid Soofi, Shanti Chouhan, Arjumad Rizvi, Paul Barach, Zulfiqar A. Bhutta Apr 2026

Identifying Delays Impacting Maternal And Perinatal Deaths Using A Facility-Based Death Audit Review System Integrated With Community Engagement: A Mixed Methods Study, Zahid Memon, Wardah Ahmed, Shah Muhammad, Sajid Soofi, Shanti Chouhan, Arjumad Rizvi, Paul Barach, Zulfiqar A. Bhutta

College of Population Health Faculty Papers

BACKGROUND: Pakistan's persistently high maternal (178 per 100 000 livebirths) and neonatal (41 per 1000 livebirths) mortality ratios are compounded by lack of reliable data on the root causes and preventable risk factors, which hinders their effective use in improving care and progress toward safe, high-quality services. We sought to identify system delays impacting maternal and perinatal deaths using a facility-based death audit review system integrated with community engagement for implementing actionable solutions.

METHODS: We used a mixed methods, concurrent parallel study design at three secondary level healthcare facilities in District Matiari, Sindh, Pakistan. We reviewed 319 cases that included …