Digital Commons Network^™

Clinician Perspectives On Fistula Mental Health, Victoria K. Leonard

Doctoral Dissertations

Background – Obstetric fistula is a childbirth injury caused by prolonged labor that leads to stillbirth and incontinence, spurring social exclusion and isolation. These layers of trauma put women with fistula at great risk for psychological suffering, which has profound negative socioeconomic impacts on them, their families, and communities. This study captured treatment as usual at Comprehensive Community Based Rehabilitation in Tanzania (CCBRT), the country’s largest provider of fistula care.

Method – Improving holistic fistula treatment requires engaging the clinicians who care for women with fistula. This study aimed to investigate the training, beliefs, and treatment approaches of nurses and …

Fda Approval Of Tradipitant: A Novel Approach To Motion Sickness Treatment, Haley Brown, Jennifer Cao, Allie Honigford, Leah Heitkamp, Sarah Hiett, Connor Dains, Brenna Hissong, Manoranjan D'Souza

Pharmacy and Wellness Review

Motion sickness is a prevalent neurophysiological condition affecting approximately one-third of the worldwide population, resulting from sensory mismatch and the brain’s internal model of motion. It is characterized by nausea, vomiting, dizziness, and autonomic symptoms during exposure to actual or virtual motion, which may significantly impair daily functioning and quality of life. Current guidelines recommend the prevention and treatment of motion sickness through pharmacologic, herbal, and non-pharmacologic strategies. Scopolamine and first-generation antihistamines are effective pharmacologic options, while ginger has demonstrated some benefit in reducing symptoms as an herbal option. Non-pharmacologic interventions such as habituation training, behavioral techniques, and sensory strategies …

Evaluating The Market Withdrawal Of Andexanet Alfa, Jordyn Linfield, Addisyn Cooper, Alexander Defranco, Emma Gerding, Jessica Kelley, Tyler Henney, Connor Dains, Brenna Hissong, Brittany Bates

Pharmacy and Wellness Review

The coagulation cascade comprises intrinsic, extrinsic, and common pathways that converge when thrombin converts fibrinogen (factor I) into fibrin, leading to fibrin mesh formation, stabilization of the platelet plug, and ultimately thrombus formation. Inhibition of the coagulation cascade can be achieved with a variety of anticoagulant medications, including direct oral anticoagulants (DOACs). The mechanism of action of DOACs is to inhibit either factor Xa or thrombin. Reversal of anticoagulation remains an important clinical consideration when managing patients on DOACs who experience serious bleeding events. Andexanet alfa is a recombinant, modified human factor Xa protein previously indicated for patients receiving rivaroxaban …

Fda Approval Of Etripamil For The Treatment Of Paroxysmal Supraventricular Tachycardia, Kiley Devoll, Daniella Egbujor, Katy Grainger, Katherine Cook, Victoria Niese, Connor Dains, Brenna Hissong, Andrew Roecker

Pharmacy and Wellness Review

Paroxysmal supraventricular tachycardia (PSVT) is characterized by sudden, brief, intermittent episodes that result in a heart rate of 150 to 250 beats per minute (bpm). PSVT is difficult to diagnose, making proper treatment challenging. According to the 2015 American Heart Association (AHA)/American College of Cardiology (ACC)/Heart Rhythm Society (HRS) guidelines, current pharmacologic recommendations for PSVT include adenosine, verapamil, diltiazem, or nonpharmacologic vagal maneuvers.¹ These treatments each have a variety of adverse effects, contraindications, and dosing considerations, which highlight a need for novel therapies for the acute treatment and maintenance of PSVT.¹ The NODE-301 trial assessed the safety and …

Effects Of A 10-Day Remote Ischemic Preconditioning Protocol On Anaerobic And Aerobic Performance And Post-Exercise Cytokine Responses, Paulina Brzezińska, Jan Mieszkowski, Madalena Kochanowicz, Andżelika Borkowska, Jędrzej Antosiewicz, Andrzej Kochanowicz

Baltic Journal of Health and Physical Activity

Background: Remote ischemic preconditioning (RIPC) consists of brief cycles of limb is-chemia and reperfusion and has been proposed as an ergogenic strategy. This study examined whether a 10-day lower-limb RIPC protocol affects anaerobic and aerobic performance and post-exercise cytokine responses in physically active men. Materials and methods: Sixty healthy, physically active men were assigned to anaerobic (Wingate Anaerobic Test (WAnT), n = 29) or aerobic (Bruce treadmill test (BTT), n = 28) protocols and completed a 10-day lower-limb RIPC (220 mmHg) or SHAM (20 mmHg) intervention. Serum IL-6, IL-10, and IL-15 were measured at baseline and immediately post-exercise before and …

Can Behavioral Interventions Promote Health Equity In Pediatric Type 1 Diabetes? A Narrative Review Of Promising Treatments, Paul T. Enlow, Jaquelin Flores Garcia, Julia Price, Kristen A. Torres, David V. Wagner

Department of Pediatrics Faculty Papers

Purpose of review: Synthesize data on whether existing behavioral interventions can improve health equity among youth with type 1 diabetes.

Recent findings: While existing behavioral interventions demonstrated efficacy in improving health and/or psychosocial outcomes, evidence that these same interventions may improve health equity were lacking. Most interventions were evaluated using predominantly White and affluent samples and some studies did not report on racial, ethnic, or sociodemographic characteristics of their sample. Only a few interventions have been adapted for youth from minoritized backgrounds. Recent multisystemic and technology/mHealth interventions recruited samples that were sociodemographically representative of youth experiencing disparities, suggesting that these …

Coxfa4l2 Upregulation Preserves Residual Cytochrome C Oxidase Activity In Coxfa4-Related Leigh-Like Encephalopathy, Micol Falabella, Sandra Lopez Calcerrada, Jana Aref, Jiaze Gao, William L Macken, Chiara Pizzamiglio, Renata Kabiljo, Anna Lucia Francavilla, Pauline Gaignard, Antoine Pouzet, Jonathan Levy, Giulia Barcia, Jamie K Leighton, Efstathia Chronopoulou, Germaine Pierre, Riza Köksal Özgül, Ali Dursun, Rebecca Halligan, Helen Mundy, Javeria Raza Alvi, Tipu Sultan, William James Craigen, Lisa Emrick, Jill A Rosenfeld, Gehad Elmakkawy, Jihye Kim, Joseph J Gleeson, Aboulfazl Rad, Gabriela Oprea, Maqbool Hussain, Khalil Ur Rehman, Sadia Riaz, Robert W Taylor, Vincent Procaccio, Maha S Zaki, Erika Fernandez-Vizarra, Ciro Leonardo Pierri, Michael G Hanna, Henry Houlden, Reza Maroofian, Cristina Ugalde, Jan-Willem Taanman, Robert D S Pitceathly

Faculty, Staff and Students Publications

Primary mitochondrial diseases (PMDs) affect approximately 1 in 4300 individuals and cause early-onset neuromuscular and multisystem dysfunction with reduced lifespan. They result from pathogenic variants in mitochondrial or nuclear DNA that impair oxidative phosphorylation. Cytochrome c oxidase (COX; complex IV) deficiency is a well-established cause of PMD, leading to a broad spectrum of phenotypes. COXFA4 (cytochrome c oxidase subunit FA4), formerly NDUFA4, is a nuclear-encoded COX subunit, but its role in disease remains poorly defined. We report the largest genetically confirmed cohort of COXFA4-related PMD to date, comprising 13 individuals from 12 families with biallelic pathogenic COXFA4 variants. All present …

Mri-Based Deep Learning Radiomics Model For Automated Classification Of Disc Degeneration In The Lumbar Spine, Shiv Patil, Om Gandhi, Mert Karabacak, Matthew Carr, Konstantinos Margetis

Student Papers, Posters & Projects

Disc degeneration in the lumbar spine is a major cause of low back pain (LBP). The accurate grading of disc degeneration on magnetic resonance imaging (MRI) is critical for clinical management and patient selection for spine surgery. This study aims to develop and evaluate machine learning (ML) models that combine features from deep learning (DL) and radiomics for the automated prediction of Pfirrmann grade (PG), a measure of disc degeneration, using multi-parametric lumbar spine MRI. Sagittal T1, T2, and T2 SPACE MRIs of 218 patients with LBP were acquired from the SPIDER dataset. For each intervertebral disc and available sequence, …

Does Patient History Influence Capsular Contracture? An Exploratory Analysis With Machine Learning, Thomas M. Johnstone, Daniel Najafali, Jennifer K. Shaw, Justin M. Camacho, Chancellor Johnstone, Rahim S. Nazerali, Gordon K. Lee

Faculty Publications

Background: Capsular contracture (CC) is a frequent and distressing complication of breast augmentation and reconstruction. Although numerous patient-, surgical-, and implant-related risk factors have been proposed, reliable population-level predictors remain inconsistent across studies. This study evaluates whether administrative medical history, as encoded by ICD and CPT codes, contains sufficient predictive signal to identify patients at risk for CC using machine learning. Methods: Patients were queried from the MerativeTM MarketScan® Research Databases from 2003 to 2017 with CPT codes for implant-based breast reconstruction and augmentation. ICD codes were then used to identify all events and conditions of a patient’s history. Hyperparameter-tuned …

Gastrointestinal Symptoms After Sport-Related Concussion: Prevalence And Patterns In A Multi-Cohort Analysis, Emma Finnegan, Ed Daly, Katherine J. Hunzinger, Lisa Ryan

Department of Exercise Science Faculty Papers

Background/Objectives: Concussions occur across all sports globally; however, inconsistent symptom recognition continues to challenge diagnosis, management, and recovery. Although concussion effects extend beyond neurological dysfunction, gastrointestinal (GI) symptoms remain insufficiently captured within current assessment frameworks and may influence athletes’ fuelling choices and food tolerance during recovery. This study aimed to describe the prevalence and patterns of GI symptoms reported among athletes with a history of concussion and to explore whether symptom prevalence and burden differed by sex and country. Methods: A total of 401 adult athletes (225 males; mean age 32.4 ± 11.3 years) with a history of concussion were …

Patient-Reported Outcomes Following Operative And Nonoperative Management Of A3 Versus A4 Thoracolumbar Burst Fractures, Barry T. S. Kweh, Charlotte Dandurand, Alex R. Vaccaro, Klaus J. Schnake, Mohammad El-Sharkawi, Richard J J. Bransford, Andrei Fernandes Joaquim, Harvinder Singh Chhabra, Ulrich J. A. Spiegl, Dimitri Hauri, F. Cumhur Öner, Gregory D. Schroeder, Jin Wee Tee

Department of Orthopaedic Surgery Faculty Papers

OBJECTIVE: The aim of this study was to compare patient-report outcome measures in patients with thoracolumbar burst fractures managed either operatively or nonoperatively.

METHODS: A prospective multicenter observational study was conducted of neurologically intact patients who sustained traumatic thoracolumbar burst fractures managed operatively or nonoperatively. Outcome measures included scores on the EQ-5D index, EQ-5D visual analog scale (VAS), pain numerical rating scale (NRS), and AO Spine Patient Reported Outcome Spine Trauma (PROST) tool and patient satisfaction with follow-up up to 2 years. The Wilcoxon rank-sum test and Cochran-Armitage test were used to evaluate differences between continuous and ordinal variables, respectively. …

Correction: Misregulated Alternative Splicing In Endometriosis: A Role For Aberrant Mrna Variants In Endometriotic Cell Growth, Venkata Naga Goutham Davuluri, Michelle Dias, Roxanna Llinas, Neha Kamath, Pooja Popli, Shannon M Hawkins, Chandrakant Tayade, Elise T Courtois, Hari Krishna Yalamanchili, Ramakrishna Kommagani

Faculty, Staff and Students Publications

This corrects the article "Misregulated alternative splicing in endometriosis: a role for aberrant mRNA variants in endometriotic cell growth", 149.

Associations Among Pork Intake, Weight-Loss, And Diet Quality Outcomes In A Commercial Weight-Management Program, Ana M Palacios, Grace Anderson, Beate Henschel, Alexandra M Lee, Kelli M Richardson, Chelsie Parker, Stephanie L Dickinson, Jing X Kersey, David B Allison, Gary D Foster, Michelle I Cardel

Faculty, Staff and Students Publications

Background: Pork is a common source of high-quality protein. However, it is typically recommended in moderation due to its saturated fat content, especially as its role in weight management, weight-loss (WL) programs, and overall diet quality is not well understood. This study aimed to identify associations among pork intake, WL, and diet quality among adults with overweight or obesity participating in a weight management program (WMP).

Methods: This secondary analysis used data from a 6-month randomized controlled trial (NCT05648344) evaluating the effectiveness of a WMP on diet quality. Data were collected through online surveys and the Automated Self-Administered …

Richmond Agitation-Sedation Scoring Implementation In A Critical Access Hospital, Jasmine A. Hobbs

Doctor of Nursing Practice Posters and Presentations

Mechanically ventilated patients who are boarding in rural emergency departments face an increased risk of inconsistent sedation management due to the lack of standardized protocols and the extended transfer times to higher levels of care. The variability in sedation practices can lead to both under- and over-sedation, which negatively affects patient comfort, safety, and clinical outcomes. Research suggests that sedation protocols incorporating the Richmond Agitation-Sedation Scale (RASS) can shorten mechanical ventilation duration and improve clinical outcomes. The purpose of this project was to evaluate the effectiveness of a targeted educational intervention on improving nursing knowledge and comfort with the RASS …

Target Trial Of Glucagon-Like Peptide-1 Agonists Versus Dipeptidyl Peptidase-4 Inhibitors And Mortality In Hemodialysis, Dustin Le, Duncan Kilpatrick, Walter K. Kraft, Morgan E. Grams, Bernard G. Jaar, Jung-Im Shin

Division of Nephrology Faculty Papers

INTRODUCTION: The comparative effectiveness of glucagon-like peptide-1 (GLP-1) agonists (GLP-1s) versus dipeptidyl peptidase-4 (DPP-4) inhibitors (DPP-4s) in hemodialysis is unknown.

METHODS: Using 2011 to 2021 US Renal Data System and Medicare claims data, we emulated a target trial comparing new users of GLP-1s versus DPP-4s with patients who survived ≥ 90 days on in-center hemodialysis before medication initiation. We used inverse probability of treatment weighting (IPTW) and Cox proportional hazards models to estimate hazard ratios (HRs).

RESULTS: We identified 3671 GLP-1 and 12,039 DPP-4 users. After IPTW, mean age was 63 years, 52% male, 63% White, and mean body mass …

Pregnancy Outcomes After In Utero Exposure To Immune Checkpoint Inhibitors, Morgan Bou Zerdan, Bruna Kfoury, Eliane Aoun, Sarah Diane Hmaidan, Roni Nitecki Wilke, Jeffrey A How, Terri L Woodard, Pamela T Soliman, Laurie J Mckenzie

Faculty, Staff and Students Publications

Importance: Immune checkpoint inhibitors (ICIs) have transformed the management of cancers affecting reproductive-age patients, yet their impact on pregnancy outcomes remains incompletely understood. We describe two cases of maternal and fetal outcomes associated with ICI exposure during pregnancy and present a comprehensive literature review.

Methods: A retrospective chart review was conducted at MD Anderson Cancer Center (1 January 2015 to 31 December 2024) to identify patients exposed to ICIs during pregnancy. Clinical data including cancer type, treatment timing, pregnancy course, and maternal and neonatal outcomes were collected. A narrative literature review was also performed using PubMed to identify reported cases …

Development Of A Second-Generation Rarα Selective Antagonist As An Orally Bioavailable, Effective, Safe, And Reversible Male Contraceptive, Rui Shi, Kristen John, Xuan Qin, Ehfazul Haque, Taimeng Liang, Narsihmulu Cheryala, Feng Li, Henry L Wong, Gunda I Georg

Faculty, Staff and Students Publications

We report the design and SAR studies of benzopyran-, benzofuran-, and benzothiophene-derived inhibitors of the retinoic acid receptor alpha (RARα) for male contraception. SAR studies identified critical features influencing activity, such as the optimal positioning of antagonism moieties and substituents, leading to the discovery of (S)-4-(5-(2,8-dimethyl-5-(p-tolyl)-2H-chromen-3-yl)-1H-pyrrol-2-yl)­benzoic acid (compound 23). Compound 23 is a highly potent RARα inhibitor (IC50 = 0.051 nM) with excellent selectivity (>1650-fold over RARβ and >1960-fold over RARγ) and ADMET properties. Compound 23 is orally bioavailable and reduces sperm counts in mice for a full male contraceptive effect …

Richmond Agitation-Sedation Scoring Implementation In A Critical Access Hospital, Jasmine A. Hobbs

Doctor of Nursing Practice Scholarly Projects

Mechanically ventilated patients who are boarding in rural emergency departments face an increased risk of inconsistent sedation management due to the lack of standardized protocols and the extended transfer times to higher levels of care. The variability in sedation practices can lead to both under- and over-sedation, which negatively affects patient comfort, safety, and clinical outcomes. Research suggests that sedation protocols incorporating the Richmond Agitation-Sedation Scale (RASS) can shorten mechanical ventilation duration and improve clinical outcomes. The purpose of this project was to evaluate the effectiveness of a targeted educational intervention on improving nursing knowledge and comfort with the RASS …

Implementation Of A Provider-Focused Multimodal Educational Initiative To Address Polypharmacy And High-Risk Medication Use In A Home And Community Medicare Advantage Setting, Jennifer Butler-Rickard, Kellie Olsen, Eileen Stuart-Shor, Craig Drew

Doctor of Nursing Practice Scholarly Projects

BACKGROUND: Community-dwelling adults are at risk for adverse drug events such as falls, hospitalizations, cognitive decline, drug-to-drug interactions, and mortality related to high-risk medication use and polypharmacy, often defined as concurrent use of five or more different medications. Lack of provider knowledge of polypharmacy and high-risk medication use as well as suboptimal communication with primary care providers can lead to gaps in medication management in this vulnerable population.

LOCAL PROBLEM: Patients seen by the Comprehensive Annual Health Assessment Program advanced practice clinicians (APCs) at the project Medicare Advantage insurer organization often experience polypharmacy. Given the lack of provider knowledge of …

A Remote Intervention To Improve Medication Nonadherence Guided By A Marker Of Risk Derived From The Electronic Health Records Of Adolescent Transplant Recipients, Eyal Shemesh, Ravinder Anand, Rachel A Annunziato, Emily M Fredericks, Jennifer Garcia, Nitika Arora Gupta, Lawrence C Kleinman, Alyssa Kriegermeier, Krupa R Mysore, Vicky L Ng, Steven J Lobritto, Shreena Patel, Emily Rothbaum Perito, Elizabeth B Rand, Rene Romero, Robert S Venick, Sarah Duncan-Park, Jeffrey Mitchell, Sarah G Anderson, Margaret L Stuber, Miguel Reyes-Múgica, George V Mazariegos, Benjamin L Shneider

Faculty, Staff and Students Publications

Improving medication adherence in adolescents who had a liver transplant (iMALT), a prospective, block-randomized, single-blind, controlled multisite study in 13 pediatric transplant centers, used the medication level variability index (MLVI) to identify nonadherent adolescents. It compared a 2-year remote behavioral telemetric intervention (TI) that focused on adherence and addressed barriers to standard of care (SOC). The primary endpoint was the composite incidence of centrally determined (3 masked pathologists) rejection, death, retransplantation, or consent withdrawal. In 148 participants (TI group, n = 72 and the SOC group, n = 76), with a mean age 15.5 years, there were twice as many …

When To Refer: Pediatric Asthma Red Flags Every Hospitalist Should Know, Sarah Gubara, Jade B. Tam-Williams

Pediatrics in Practice: A CME Podcast

A concise clinical primer for hospitalists on historical and exam findings that should trigger allergy, immunology, or pulmonology referral — from failure to thrive to recurring ICU admissions. Practical, hospital-ready guidance for timely escalation and improved outcomes.

Click here to stream the podcast episode.

Pediatric Urology: When To Refer — Practical Red Flags For Pediatricians, Sarah Gubara, Gino J Vricella

Pediatrics in Practice: A CME Podcast

In this episode Dr. Gino Vricella, MD (board‑certified pediatric urologist; Associate Professor of Surgery, University of Missouri–Kansas City School of Medicine) walks pediatricians through a concise clinical heuristic for distinguishing benign findings from those that require specialist referral. Learn clear red flags—pain, asymmetry, recurrent UTIs, gross hematuria, progressive hydronephrosis, and signs of testicular torsion—and how to act quickly to protect renal function and future fertility.

Click here to stream the podcast episode.

Expert Recommendations To Strengthen Chikungunya Outbreak Surveillance And Reporting For Traveler Health Protection, Daniel C. Payne, Karoun H. Bagamian, Jeffery Goad, Nathan D. Grubaugh, Michael A. Johansson, Moritz U. G. Kraemer, Eyal Leshem, Francesca F. Norman, Alfonso J. Rodríguez-Morales, Henrik Salje, Stephen Thomas, Scott C. Weaver, Lindsey A. Laytner, Rebecca Sturgis, Suzanne K. Scheele, Davidson H. Hamer

Pharmacy Faculty Articles and Research

Chikungunya, a debilitating mosquito-borne disease caused by chikungunya virus, has surged dramatically in the past two decades. Chikungunya outbreaks can intensify rapidly, with infections posing a significant endemic health burden in tropical/subtropical areas and for travelers. Health professionals require timely and accurate outbreak information to adequately protect travelers and assess chikungunya risk. However, detection is often insufficient in the areas most susceptible to outbreaks, leading to diagnostic and reporting delays. Consequently, travelers are often unaware of increased chikungunya infection risk at their destination. We assessed chikungunya surveillance and reporting resources, and we developed expert recommendations for traveler health protection. Because …

Migrainous Thoracalgia In A Patient With Chronic Migraine And Coronary Vasospasm: A Case Report, Dean Zeldich, Victor S. Wang, Cyril David, Clinton Lauritsen, Claire E.J. Ceriani

Department of Neurology Faculty Papers

Migrainous thoracalgia (MT) refers to chest pain (CP) potentially arising from a neurologic etiology, often temporally linked to migraine. We present a 57-year-old woman with chronic migraine who developed recurrent CP typically following migraine attacks. Despite multiple cardiac evaluations, including cardiac MRI and catheterizations, she was diagnosed with fibromuscular dysplasia, spontaneous coronary artery dissection, and coronary microvascular disease. Her CP partially responded to nitroglycerin and improved modestly with migraine control using ubrogepant and calcium channel blockers. During admission for refractory migraine, she received intravenous lidocaine, magnesium, ketorolac, and neuroleptics, resulting in several months of CP remission despite brief migraine relief. …

Ctdna For Mrd Assessment Is Prognostic And Predictive In Newly Diagnosed And Relapsed/Refractory Lymphoma., Natalie Galanina, Madiha Iqbal, Sarah Tomassetti, Darryl Nousome, Antony Tin, Cassandra P Gillespie, Heather Youngberg, Philip Miller, Meenakshi Malhotra, Hayley Widden, Angel Rodriguez, Minetta C Liu, Mayur Narkhede, Basem M William

Oncology Articles

Circulating tumor DNA (ctDNA) is a novel biomarker to assess tumor burden, molecular residual disease (MRD), and treatment response in various cancers. To our knowledge, this study reports the largest real-world cohort to date evaluating ctDNA testing, ctDNA-MRD detection, and ctDNA clearance dynamics in newly diagnosed and relapsed/refractory lymphoma. We analyzed plasma from 144 patients with stage I to IV primary lymphoma (aggressive B-cell lymphoma, n = 110; aggressive T-cell lymphoma, n = 13; indolent B-cell lymphoma, n = 15; indolent T-cell lymphoma, n = 6; median, 7 samples per patient). ctDNA was evaluated using a personalized, tumor-informed, multiplex polymerase …

Recognizing Early Eating Disorder Signs In Pediatrics, Sarah Gubara, Sara R. Gould

Pediatrics in Practice: A CME Podcast

A concise guide for frontline clinicians on early physical and behavioral red flags — changes in growth trajectory, micronutrient concerns, exam‑time anxiety or sudden “healthy” eating shifts. Dr. Sara Gould emphasizes practical 24‑hour recalls, when to order labs/EKG and how to use longitudinal data from well visits to detect problems sooner.

Click here to stream the podcast episode.

Modulate Obesity And Related Metabolic Complications For Yielding Improvements In Ibd Outcomes (Modify-Ibd): Consensus On Obesity And Cardiometabolic Comorbidities In Inflammatory Bowel Disease Using Systematic Reviews And The Rand/Ucla Appropriateness Method, Jalpa Devi, Sami Samaan, Priya Sehgal, Mouhand Mohamed, Matthew Vincent, Shannon Coombs, Michelle Doering, Edward L. Barnes, Amanda M. Johnson, Andres J. Yarur, Parakkal Deepak

Division of Gastroenterology and Hepatology Faculty Papers

INTRODUCTION: Obesity and related cardiometabolic comorbidities, including hypertension, dyslipidaemia, diabetes, metabolic dysfunction-associated steatotic liver disease and atherosclerotic cardiovascular disease, are increasingly prevalent among individuals with inflammatory bowel disease (IBD). These conditions influence disease activity, therapeutic response, surgical outcomes and overall quality of life, yet evidence remains fragmented. The Modulate Obesity and relateD metabolic complIcations For Yielding improvements in IBD outcomes (MODIFY-IBD) initiative aims to synthesise evidence and generate consensus recommendations to guide practice and future research in this area. This study describes a protocol for a structured evidence synthesis and Research And Development/University of California, Los …

Molecular Classification And Association With Survival Outcomes In High-Intermediate And High-Risk Early-Stage Endometrial Cancers: Ancillary Analysis Of Gog-0249, Lindsay Kuroki, Danielle Enserro, Heather Lankes, Kyle Strickland, Rebecca Previs, Aine Clements, Matthew Powell, Ann Klopp, Elena Ratner, Paul Disilvestro, Casey Cosgrove, Guilherme Henrique Cantuaria, Nicola Spirtos, Michael Carney, Mitchell Edelson, Gottfried Konecny, Penny Anderson, Christopher Tarney, Britt Erickson, Meredith Newton, Krishnansu Tewari, Premal Thaker, David Warshal, Amy Armstrong, Xun Clare Zhou, Angeles Alvarez Secord

Abington Jefferson Health Papers

OBJECTIVE: Determine whether mismatch repair (MMR) and p53 expression predict recurrence-free survival (RFS) and overall survival (OS) in early-stage endometrial cancer (EC) patients treated with vaginal cuff brachytherapy plus chemotherapy (VCB/C) versus pelvic radiation therapy (RT).

METHODS: In the GOG-0249 trial, 601 patients with high-intermediate risk (HIR) early-stage EC were randomized to VCB/C (carboplatin/paclitaxel for 3 cycles) or pelvic RT. Molecular subgroups, deficient MMR (dMMR), p53 wildtype (p53wt), p53 abnormal (p53abn), were determined by immunohistochemistry. Five-year RFS and OS were analyzed using Kaplan-Meier curves and Cox proportional hazards models, adjusting for lymphadenectomy, planned VCB, and treatment group.

RESULTS: Among 315 …

A Disorder-Aware Computational Framework To Identify Structurally Tractable Targets In Proliferative Vitreoretinopathy, Mak B. Djulbegovic, Nedym Hadzijahic, David J. Taylor Gonzalez, Michael Antonietti, Sidra Zafar, Ajay E. Kuriyan

Wills Eye Hospital Papers

OBJECTIVE: Proliferative vitreoretinopathy (PVR) remains a major cause of failure after rhegmatogenous retinal detachment repair and lacks effective pharmacologic therapies. Although epithelial-mesenchymal transition (EMT) is central to PVR pathogenesis, the structural determinants governing the tractability of EMT regulators, particularly those involving intrinsic disorder, remain poorly defined. We developed a disorder-aware, artificial intelligence-enabled computational framework to evaluate EMT-associated proteins in PVR and prioritize structurally tractable regulators for structure-based targeting.

DESIGN: A computational, hypothesis-generating study employing an in silico screening and structural modeling pipeline.

SUBJECTS: No human subjects or biological specimens were included. The dataset comprised 25 EMT-associated proteins implicated in PVR, …

A Multi-Agent Large Language Model Framework To Automatically Assess Performance Of A Clinical Ai Triage Tool, Adam Flanders, Yifan Peng, Luciano Prevedello, Robyn Ball, Errol Colak, Prahlad Menon, George Shih, Hui-Ming Lin, Paras Lakhani

Department of Radiology Faculty Papers

Radiology reports can be used as a surrogate for performance of clinical AI tools. Radiology reports were analyzed by an ensemble of eight open-source LLM models and a internal version of GPT-4o using a single multi-shot prompt that assessed for presence of ICH. Performance of the open-source models, consensus of models and GPT-4o were compared to human report review. Three ideal consensus LLM ensembles were tested for rating the performance of the triage tool. The capability of each LLM varied. The highest AUC performance was achieved with llama3.3:70b and GPT-4o. Using MCC the ideal combination of LLMs were: Full-9 Ensemble, …