Medicine and Health Sciences Commons^™

Designing A Multilingual Instructional Language Tool For Patient Communication In Interventional Radiology, Samuel Almodóvar, Ahlam Houssein, Gregg Khodorov, Md, Mba, Sahib Sohal, Md, Robert Pugliese, Pharmd, David Dwyer, Md

Alpha Omega Alpha Research Symposium Posters

Introduction: Current efforts to provide language-inclusive radiological care fall short, resulting in suboptimal imaging, increased procedural time, and greater radiation exposure. Inadequate language accessibility results in poor communication, suboptimal care, and increased patient dissatisfaction. A digital language tool was developed to provide patient instructions during interventional radiology (IR) procedures, addressing this gap and enhancing patient care.

Methods: Observations were carried out to better understand workflow during IR procedures and identify how to incorporate the tool. We conducted interviews with IR physicians, nurses, and technologists to gather common procedural phrases and patient instructions. Spanish and Mandarin were selected because they are …

Exploring Physician Views On Birth Method And Route Of Delivery, Vivian Nguyen, Vincenzo Berghella, Md

Alpha Omega Alpha Research Symposium Posters

Purpose: In the United States, rates of cesarean deliveries (CD) have been increasing. Despite recommendations from the American College of Obstetrics and Gynecology to prevent increasing rates of CDs, planned CD has been associated with lower rates of perinatal deaths and better maternal outcomes when compared to planned vaginal delivery (VD). However, the data is limited, so it is important that we conduct randomized controlled trials (RCTs) comparing maternal and perinatal outcomes in planned CD vs planned vaginal delivery (VD) for nulliparous, term, single, vertex pregnancies. The purpose of study is to survey obstetricians and gynecologists (ob/gyns) on their …

Medicine During The Holocaust: A Comparative Study Of Righteous Dutch, German, And Italian Physicians, Vincent Tse, Salvatore Mangione

Alpha Omega Alpha Research Symposium Posters

Purpose: Authoritarianism can hinder altruism, even among physicians, the most altruistic members of society. Hence, we postulated that the proportion of doctors who saved Jews during the Holocaust (i.e. “Righteous Among the Nations”) was higher in a democratic country like the Netherlands as compared to authoritarian ones like Germany and Italy.

Methods: We analyzed the Yad Vashem database and other census data to determine the total populations, numbers of physicians, numbers of “Righteous”, and numbers of “Righteous” physicians in Germany, Italy, and the Netherlands during WWII. A chi-squared analysis for independence evaluated the association between proportion of “Righteous” physicians to …

Exercise Performance In Ordinary Children And Adolescents: Baseline, Pandemic, And Post-Pandemic, Abby Skiena, Gina D'Aloisio, Ms, Takeshi Tsuda, Md

Alpha Omega Alpha Research Symposium Posters

Background: The COVID-19 pandemic might have created considerable negative impacts on the physical fitness of ordinary adolescents, which may pose a major threat to long-term cardiovascular health.

Methods: Healthy adolescents (ages 11 to 18) who underwent cardiopulmonary exercise testing (CPET) were grouped into baseline (~ 3/2020), pandemic (4/2020 ~12/2022), and post-pandemic (1/2023~ 5/2024) periods. Data are shown as mean ± standard deviation.

Results: Peak oxygen consumption (VO2/kg) and peak work rate (WR/kg) were significantly reduced during pandemic in both sexes and did not improve during post-pandemic in males (Table 1). The decline of peak oxygen pulse (OP/kg) …

Characterizing The Effects Of Antimuscarinics On Rhoa Signaling, Zuhra Tukhtamisheva, Elizabeth L. Mcduffie, Jordan Lee, Steven S. An, Reynold A. Panettieri Jr., Charles Scott

Alpha Omega Alpha Research Symposium Posters

Purpose: Airway hyperresponsiveness in asthma is driven by acetylcholine-mediated activation of the muscarinic acetylcholine 3 receptor (M3R), promoting bronchoconstriction, mucus hypersecretion, and airway remodeling. Despite directly targeting this pathway, antimuscarinics remain adjunctive rather than first-line therapy, suggesting a disconnect between biological rationale and clinical efficacy. Recent work from the Scott Lab at Thomas Jefferson University demonstrates that M3R in human airway smooth muscle (HASM) cells drives muscle shortening through G_12/13–driven RhoA signaling rather than through G_q/11-dependent calcium flux. We therefore investigated whether clinically prescribed antimuscarinics effectively inhibit G_12/13-dependent RhoA signaling in HASM cells.

Methods: …

Interrelationship Between Body Mass Index, Venous Sinus Pressures, Craniospinal Elastance, And Intracranial Pressure In Idiopathic Intracranial Hypertension, Rachel Wang, Ba, Bs, Scott W. Keith, Phd, Pascal M. Jabbour, Md, Stavropoula I. Tjoumakaris, Md, Michael J. Marmura, Md, Michael R. Gooch, Md, Hsiangkuo Yuan, Md, Phd

Alpha Omega Alpha Research Symposium Posters

Purpose: To investigate the interrelationship between body mass index (BMI), venous sinus pressure (VSP), and craniospinal elastance in determining lumbar puncture opening pressure (LP OP) in idiopathic intracranial hypertension (IIH).

Methods: A single-center retrospective chart review was conducted to identify patients who received venous manometry (8/2021-11/2025) followed by LP within 7 days before stenting. VSPs were measured at standardized locations, including the torcula (TP) and sigmoid/jugular (SIJ) sinuses. Elastance was calculated as (OP – closing pressure)/volume of CSF removed. Statistical analysis (JASP 0.19.3) was performed using generalized linear model (Gaussian identity; scaled center) to assess relationships between LP OP, BMI, …

Comparative Analysis Of Fsrt And Srs For Vestibular Schwannoma Using A Large Multi-Institutional Dataset, Ian Argento, Bs, Daniel Uralov, Md, Jacob Beiriger, Md, Anika Walia, Bs, Kalena Liu, Bs, Wenyin Shi, Md, Jacob B. Hunter, Md

Alpha Omega Alpha Research Symposium Posters

Purpose: Stereotactic radiosurgery (SRS) and fractionated stereotactic radiotherapy (FSRT) both achieve high control rates of vestibular schwannomas (VS), but their comparative effects on functional outcomes remain uncertain. Prior studies are limited by small sample sizes and heterogeneous methods.

Methods: Deidentified data were analyzed from 100 healthcare organizations through TriNetX. Adults with VS (ICD-10: D33.3) and sensorineural hearing loss (H90.A/H90.1–H90.8) were included. Patients with neurofibromatosis or prior surgical resection were excluded. Treatment cohorts consisted of single-session SRS or ≥2-sessions of FSRT. Propensity score matching (1:1) yielded 909 patients per cohort. Outcomes—including hearing loss, cerebral edema, hydrocephalus, and cranial nerve …

Assessing Familiarity And Comfortability Of Phase 2 Skmc Students In Working With The Intellectually Disabled Population, Lily N. Dudash, Jessica Tomaszewski, Md, Talia Gillespie, Katie Labgold, Phd, Mph

Alpha Omega Alpha Research Symposium Posters

Purpose: People living with an intellectual or developmental disability (IDD) are at increased risk of poor health outcomes due to inadequate access to quality healthcare. Literature suggests that trainees are underprepared to adjust their clinical practice to treat these patients, which may implicate undergraduate medical education curriculum. This study assessed the comfortability of SKMC students who have completed Phase 2 of the JeffMD curriculum in performing clinical tasks while caring for patients with IDD, and if that comfort is affected by prior experience. We predict that students will report low levels of comfort and be engaged in an educational intervention. …

The Impact Of Neighborhood Socioeconomic Factors And Insurance Status On Outcomes Following Reduction Mammoplasty, Teresa Chan, Kelsey Van Housen, Mspas, Emily Isch, Md, Judith Monzy, Julianne Bartz, Matthew Jekins, Md, David Kim, Md, Andrew Newsman, Md, Heather Mcmahon, Md

Alpha Omega Alpha Research Symposium Posters

Purpose: The impact of socioeconomic status (SES) and neighborhood-level deprivation on surgical outcomes in breast reduction remains unclear. This study evaluated the effect of area deprivation index (ADI) and insurance status on postoperative outcomes following reduction mammoplasty.

Methods: A retrospective review of reduction mammoplasty cases was conducted at a single institution over a 7-year period. Patients ≥18 years old who underwent reduction mammoplasty for benign macromastia were included. Zip-code linked ADI, insurance type, and postoperative complication rate were assessed.

Results: A total of 594 patients were analyzed. Mean age was 36.2 ± 13.1 years and mean body mass index (BMI) …

Neck Circumference As A Novel Predictor Of Cardiovascular Risk Assessed Using Framingham And Prevent Equations, Stephen Garrova, Roshaan Gilani, Steven Muller, Jean Pierre Charpentier, Brian Fedgchin, Glenn Cooper, Cindy Cheng

Alpha Omega Alpha Research Symposium Posters

Purpose: While body mass index (BMI) and waist circumference (WC) are standard clinical tools for anthropometric cardiovascular risk assessment, they are limited by measurement variability and patient discomfort. Neck circumference (NC) may offer a novel, convenient, and accurate alternative anthropometric measure for assessment of cardiovascular risk.

Methods: Standardized anthropometric measurements (NC, WC, BMI) were obtained by trained medical students from eligible patients (n = 110, 68% female, 75% African American) from primary care and cardiology offices in an IRB-approved cohort study with retrospective chart review. Electronic medical record data extraction via double data entry was used to calculate cardiovascular …

Jefferson Heart Health (Jhh): A Successful Student-Delivered Motivational Interviewing Pilot Program To Lower Cardiovascular Disease (Cvd) Risk, Nicholas Tomasko, Bs, Cindy Cheng, Md, Phd, Rafael Hernandez, Bs, Alessandra Sapon, Bs

Alpha Omega Alpha Research Symposium Posters

Purpose: The Jefferson Heart Health (JHH) program utilizes student health coaching by trained undergraduate and medical students supporting patients to sustain lifestyle changes and subsequently determine: how can we effectively educate patients by improving adherence to lifestyle recommendations? Also, what is the effectiveness of student-delivered health coaching for reducing patient cardiovascular risk? With our unique student-delivered program, we promote cost-effective lifestyle interventions for lowering overall cardiovascular disease (CVD) burden.

Methods: We successfully completed a four-week pilot with consistent patient attendance. Certified student JHH coaches, supervised by the certified obesity-management specialist and principal investigator, met weekly with 23 patients: 82.6% female/17.4% …

Systematic Evaluation Of Batch Effects In The Cancer Genome Atlas Program Underscores The Need For Batch-Controlled Analysis, Zhongxuan Chen, Stepan Nersisyan, Isidore Rigoutsos, Eric Londin

Alpha Omega Alpha Research Symposium Posters

Purpose: To systematically assess the impact of batch effects on differential expression of isomiR, mRNA, and non-coding RNA (sncRNA) across 13 The Cancer Genome Atlas (TCGA) cancer types and develop a standardized, batch-controlled analysis protocol for TCGA datasets.

Methods: Data analysis and visualization were performed using Python v3.12. Plots were generated using matplotlib and seaborn. isomiR, mRNA, and sncRNA sequences across 13 TCGA cancer types were used. Principal Component Analysis (PCA) was performed using scikit-learn for dimensionality reduction. Differential expression was conducted using DESeq2 under the following protocols: 1) primary tumor samples vs matched normal samples processed in the same …

Elucidating The Binding Site Of The Arrestin-Biased Agonist Icl1-20, Kesara Wein, Roger Armen, Jeffrey L. Benovic, Charles P. Scott

Alpha Omega Alpha Research Symposium Posters

Background and Purpose: 6.7 million Americans live with congestive heart failure (CHF). In CHF, catecholamines are released into cardiac tissue, bind β-adrenergic receptors (βARs), and activate G-protein signaling cascades, causing ischemia and apoptosis. Accordingly, β-blockers are used to antagonize catecholamine binding to βARs and suppress apoptotic downstream effects. However, β-blockers have dose-limiting hypotension, bradycardia and fail to stimulate the cardioprotective β-arrestin signaling pathway. These limits create opportunities for the development of drugs that selectively stimulate β-arrestin signaling while suppressing cardiotoxic G protein signaling. We have previously reported a biased agonist of the β-arrestin pathway (ICL1-20) that selectively stimulates β-arrestin recruitment …

Survival Impact Of Intraoperative Co2 Dysregulation In Patients Undergoing Pancreaticoduodenectomy For Pancreatic Ductal Adenocarcinoma, Ashley Wetzel, Andrea Feci, Joseph Gorman, Isabel Lavine, Edoardo Manca, Richard Zheng, Md, Nader Hanna, Md, Harish Lavu, Md, Charles J. Yeo, Md, Avinoam Nevler, Md

Alpha Omega Alpha Research Symposium Posters

Purpose: Pancreatic ductal adenocarcinomas (PDAC) are aggressive malignancies with poor prognoses. Emerging evidence suggests tissue hypercapnia (elevated CO₂) promotes aggressive, treatment resistant tumor biology. End-tidal CO₂ (ETCO₂) offers a composite measure of ventilation, systemic perfusion, and tissue CO₂ production. During curative-intent pancreaticoduodenectomy, we hypothesized that intraoperative ETCO₂ could serve as a marker of tissue CO₂ dyscapnia; both low levels indicating decreased circulatory reserves and high levels indicating tissue hypercapnia may result in worse outcomes.

Methods: We conducted a retrospective review (2017-2023) of 343 patients undergoing pancreaticoduodenectomy for PDAC. Intraoperative ETCO₂ data …

Evaluating The Impact Of Bard1 Isoform Targeting On Pdac Growth And Response To Olaparib, Lily Zekavat, Samuel Zion, Boxuan Wei, Avinoam Nevler, Aditi Jain

Alpha Omega Alpha Research Symposium Posters

Background

• BRCA-Associated Ring Domain 1 (BARD1), a heterodimeric binding partner of the tumor suppressor BRCA1, plays an essential role in homologous recombination-mediated DNA repair. Mutations in BARD1 increase cancer susceptibility and result in a molecular phenotype that predicts sensitivity to poly (ADP-ribose) polymerase inhibition (PARPi), including Olaparib.
• Several alternatively spliced isoforms of BARD1, including BARD1δ and BARD1φ, have also been implicated in tumor progression. These isoforms, characterized by deletion of exons 2-6 and 3-6, respectively, lack the RING domain required for BRCA1 interaction (Figure 1). 
• Upregulation of BARD1 isoforms is associated with poor prognosis in several tumor types. However, the …

Primary Care Use And Clinical Outcomes In A Prevalent Cohort Of Patients Receiving Hemodialysis, Dustin Le, Hatem Najar, Zoheb Backer, Rohanit Singh, Byoungjun Kim, Morgan E. Grams, Laura Plantinga, Bernard G. Jaar

Division of Nephrology Faculty Papers

Rationale & Objective - Primary care is associated with improved health outcomes, but whether this is true for patients receiving dialysis is unclear. We evaluated the association of primary care use in the previous year and clinical outcomes using a prevalent cohort of patients receiving hemodialysis.

Study Design - Retrospective cohort study.

Setting & Participants - United States Renal Data System registry of prevalent patients requiring maintenance in-center on January 1, 2019, linked with Medicare claims data.

Exposure - Primary care use was defined as ≥ 1 outpatient visit to a provider with the specialty of Family, General, Geriatric, or …

Jackson-Pratt Drain-Related Challenges And A Potential Explanation For Associated Surgical Site Pain Variability Following Breast Mastectomy And Reconstruction, Spencer Haber, Bs, Krishna Koka, Bs, Elizabeth Simon, Bs, Devin Williams, Bs, Andrew Newman, Md

Alpha Omega Alpha Research Symposium Posters

Background: The Jackson-Pratt (JP) drain is a closed suction drain used in surgeries throughout the body. This prevents seroma formation through continual negative pressure drainage while resisting collapse and obstruction. JP drains are mainstays in breast reconstruction and mastectomy.

Methods: Through a literature review using keywords such as “Surgical Site Infection” (SSI), “Quality of Life” (QOL), and “Surgical Site Pain” (SSP), we summarized JP drain-related complications in breast reconstruction and mastectomy. Although the drain effectively reduces seroma formation, there has been a lack of innovation in addressing these issues. There is no standardized approach to JP drain post-operative care or …

National Landscape Of Pediatric And Adult Inpatient Sickle Cell Disease Care, Ashley M. Jenkins, Spoorthy Vangala, Matthew Mcintosh, Robert Legros, Sophie Lanzkron, Kevin Fiscella

Department of Medicine Faculty Papers

No abstract provided.

Clinician Perceptions Of Barriers And Strategies To Improve Pediatric Hypertension Detection, Abbas H. Zaidi, Erica D. Sood, Sarah De Ferranti, Fabliha Khurshan, Samuel Gidding, Varsha Zadokar, Jonathan M Miller, Anne E Kazak

Department of Pediatrics Faculty Papers

IMPORTANCE: Pediatric hypertension remains underrecognized despite its high prevalence (approximately 5%) and long-term cardiovascular implications. Although guidelines for screening and diagnosis exist, less than 25% of affected children are diagnosed, and more than half do not receive timely follow-up care. Clinician-specific implementation barriers and directly informed strategies, which may alleviate this gap, are insufficiently described.

OBJECTIVE: To identify clinician-reported barriers and actionable recommendations to improve pediatric hypertension detection and follow-up in primary care using the Consolidated Framework for Implementation Research.

DESIGN, SETTING, AND PARTICIPANTS: Semistructured qualitative interviews were conducted between November 1, 2022, and March 31, 2023, with health care …

Use Of Hybrid Versus Video-Only Teledermatology Varies By Condition: A Cross-Sectional Study Of 2064 Encounters, Jacqueline Penn, Kathryn Achuck, Christine Deng, Richard W. Hass, Elizabeth Jones

Department of Medicine Faculty Papers

No abstract provided.

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

A Word From the Writing Team (Newsletter)

No abstract provided.

Recurrent Miller Fisher Syndrome: A Case Report, Larry Vernier, Griffin B. Gilmore, Kelsey Van Housen, Xiao C. Zhang

Department of Emergency Medicine Faculty Papers

INTRODUCTION: Guillain-Barré syndrome can manifest with progressive paralysis, requiring careful monitoring and treatment with steroids or intravenous (IV) immunoglobin. While this disease can be devastating and require intensive care unit level of care, there are few incidences of relapses.

CASE REPORT: A 67-year-old man with a past medical history of Miller Fisher syndrome variant of Guillain-Barré syndrome, with complete recovery, presented to the emergency department (ED) with ataxia, ophthalmoplegia, dysphonia, and ambulatory dysfunction. The patient noticed his neurologic symptoms after waking up, and he presented to the ED with physical examination positive for difficulty with upward gaze, mild right lower …

A Case Report Of Milk-Alkali Syndrome Secondary To Excessive Antacid Use, Samir Beso, Layla Abubshait

Einstein Health Papers

INTRODUCTION: Milk-alkali syndrome is characterized by the triad of hypercalcemia, metabolic alkalosis, and acute kidney injury resulting from excessive intake of calcium and absorbable alkali. Despite falling out of prominence with the advent of modern ulcer treatments, milk-alkali syndrome has experienced a resurgence with the widespread availability of over-the-counter calcium preparations, which now account for up to 10% of hypercalcemia cases.

CASE REPORT: A 60-year-old man with multiple comorbidities presented to the emergency department with altered mental status after his scheduled kyphoplasty was canceled due to concerning neurological findings. Laboratory evaluation revealed severe hypercalcemia, marked metabolic alkalosis, and acute kidney …

Flare Guns And Trauma: Patterns, Severity, And Clinical Implications From Case And National Surveillance Data, Ramsay Hafer, Andrew Huff, Lara Phillips

Department of Emergency Medicine Faculty Papers

Flare guns are pyrotechnic devices capable of causing serious injury due to high-temperature combustion and projectile discharge. Though intended for signaling in maritime or wilderness settings, improper use can result in trauma patterns distinct from those seen with typical burns or fireworks. Despite their severity, flare gun injuries remain underreported and poorly characterized. We conducted a scoping review of PubMed, Scopus, and Ovid to identify 12 case reports involving 13 patients, and reviewed US National Electronic Injury Surveillance System records from 2015 to 2024, identifying 18 flare gun-specific injuries for a combined total of 31 injuries. Demographic, injury mechanism, body …

Evaluation Of The Intempo Path Set For Cyberknife Prostate And Lung Sbrt: A Single-Institution Experience, Yingcui Jia, Lei Fu, Shari Rudoler, Eric Gressen, Yevgeniy Vinogradskiy, Qianyi Xu

Department of Radiation Oncology Faculty Papers

PURPOSE: The InTempo adaptive imaging system is an important component of the Accuray CyberKnife System, designed to enhance the system's ability to track and correct tumor motion during treatment. However, a limitation of this feature is the reduction of available nodes for treatment planning. The impact of a reduced number of nodes on the quality of InTempo-based treatment plans has not previously been evaluated. This retrospective study aims to compare the dosimetry of CyberKnife plans with and without The InTempo path set for both prostate and lung stereotactic body radiotherapy (SBRT).

METHODS: This study included twelve consecutive prostate SBRT patients …

High-Flow Oxygen Therapy In Ild Exacerbations: An Imperfect Therapy, Kathleen Spritzer, Jesse Roman, Ross Summer, Gautam George

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

No abstract provided.

Longitudinal Peripheral Blood Transcriptomics Reveal Novel Signatures During Cardiac Allograft Rejection., Rachad Ghazal, Min Wang, Akshatha N. Srinivas, Jenny J. Cao, Hridyanshu Vyas, Duan Liu, Asha Nair, Byron H. Smith, Li Wang, Daniel S. Yip, Parag C. Patel, David E. Steidley, Brian W. Hardaway, Alfredo L. Clavell, Sudhir S. Kushwaha, Walter D. Park, Mark D. Stegall, Howard Eisen, Naveen L. Pereira

Division of Cardiology Faculty Papers

Background: Acute cellularrejection (ACR) remains a major cause of morbidity afterhearttransplantation despite advances in immunosuppression. Whole genometranscriptomicprofiling offers a systems-based, unbiased approach to elucidate the molecular mechanisms underlying ACR. However, noninvasive,longitudinal biomarker assessments capable of capturing the temporal dynamics ofrejection biology remain scarce.

Methods: RNA sequencing ofperipheralblood fromheart transplant recipients before, during, and after ACR was compared with nonrejection controls. Pathway analysis was conducted using differentially expressed genes (DEGs), and a machine learning approach was applied to assessgene-based prediction of ACR.

Results: A total of 235 rejection-specific significant DEGs and 863 postrejection DEGs (false discovery rate < 0.05) were identified. During ACR, DEGs were enriched for T-cell activation/differentiation, apoptosis, and B-cell receptor signaling pathways. By combining the 2 sets of DEGs, a panel of 71 common genes was identified that reflected the significant, longitudinal transcriptomic dynamics of ACR. In an elastic net machine learning-based classifier, DYNLL1 and SERF2 were …

Controlled Antibiotic Release From Emulsion-Loaded Alginate And Fibrin Hydrogels Using Ultrasound, Ziba Ghareh Nazi Fam, Asia Winslow, Mario Fabiilli, Sam Varghese, Brian Oeffinger, Flemming Forsberg, Noreen Hickok, Lauren Delaney

Department of Radiology Faculty Papers

Postoperative infections remain a major complication after spinal fusion surgery, often caused by biofilm-forming bacteria that resist short-term antibiotic prophylaxis. Vancomycin (VAN) is sometimes delivered locally during surgery; however, levels diminish rapidly, leaving patients vulnerable to late-onset infections. We developed a composite hydrogel integrating perfluorohexane-based emulsions within alginate or fibrin matrices to enable both sustained and ultrasound-triggered VAN release. Water-in-oil-in-water emulsions were prepared using fluorosurfactant-stabilized perfluorohexane as the volatile oil phase, then embedded in hydrogels and exposed to ultrasound (2.5 MHz, 5.5 MPa peak negative pressure) to initiate acoustic droplet vaporization for triggered release. Drug release was quantified spectrophotometrically and …

Evaluation Of Large Language Models As Decision Support Tools For Head And Neck Cancer Management: A Blinded Multidisciplinary Simulation Study, Sholem Hack, Ron J. Karni, Antonino Maniaci, Christopher E. Fundakowski, Luca Castellani, Fabiola Incandela, Remo Accorona, Miguel Mayo-Yanez, Martina Violati, Lorenzo Giannini, Niccolo' Mevio, Alberto Maria Saibene

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

BACKGROUND: The management of head and neck cancer relies on multidisciplinary expertise; however, access to tumor boards remains variable. Large language models (LLMs) may support guideline-based decision-making, although performance in complex oncologic scenarios is not well defined.

METHODS: Fourteen synthetic cases based on real tumor board encounters were evaluated. Five blinded comparator arms produced recommendations: a human expert, Non-RAG-GPT-4, Non-RAG-GPT-5, RAG-GPT-4, and RAG-GPT-5. Eight head and neck oncologic surgeons scored each recommendation for appropriateness, clarity, specificity, and feasibility using 5-point Likert scales. Paired permutation testing and inter-rater reliability were assessed.

RESULTS: LLM outputs showed close alignment with expert recommendations. RAG-based …

Cancer Vaccine Targeting Mutated Gnaq-Expressing Uveal Melanoma, Vitali Alexeev, Mizue Terai, Sergei Koshkin, Olga Igoucheva, Takami Sato

Department of Medical Oncology Faculty Papers

Background/Objectives: Uveal melanoma (UM) is the most common intraocular malignancy in adults. Although brachytherapy of the primary tumor provides an approximate 80% five-year survival, with time, nearly half of patients experience predominant liver metastases. It was proposed that malignant cells migrate early and stay dormant as they adapt to the liver microenvironment. We propose that cancer vaccine-mediated activation of UM-targeted immunity in primary UM patients could prevent progression of metastatic disease from dormant cells or malignant seeds. Thus, this study explored DNA vaccination as a measure to educate the immune system to recognize the most common UM-associated Q209L tumor driver …