Digital Commons Network^™

Leveraging Multimodal Large Language Models For Fall Risk Reduction In Older Adults In The Home: Proposed Model Design, Justin Do, Vivaswat Suresh, Lily Zhang, Bharvi M. Chavre, Jeremy Cha, Robert S. Pugliese

SKMC Student Presentations and Publications

This research letter proposes a novel model design leveraging natively multimodal large language models to identify fall risks and generate visualizations of recommended home environmental modifications, aiming to improve the accessibility and impact of personalized fall prevention advice for older adults. Through a pilot rating study, this work demonstrates that multimodal large language models can generate safe and actionable advice to reduce fall risk in lived spaces of older adults, and also generate realistic edits based on original images. While this concept needs further testing and clinical comparison, it highlights a promising avenue for further innovation of fall prevention tactics.

A Survey Of Health Professions Learners’ Attitudes Towards Social Media In Medical Education: A Substance Use Disorders Education Case Study, Gregory A. Jaffe, Sarah Lawson, William Leach, Mallika Kodavatiganti, Erin Avanzato, Katherine Fesperman, Heather Klusaritz

Department of Family & Community Medicine Faculty Papers

BACKGROUND: Social media is a ubiquitous part of the modern world and plays a key role in the dissemination of information. While utilizing social media for educational purposes has been repeatedly demonstrated as feasible, it has been underutilized in medical education and remains a critical opportunity to integrate microlearning and stigma reduction curricula.

METHODS: A cross-sectional survey on social media usage, attitudes, and beliefs was sent to medical and nursing students at two large academic institutions within Philadelphia. Descriptive statistics are reported, and non-parametric tests were utilized for exploratory analyses.

RESULTS: Health learners were low consumers of social media, reporting …

Hierarchical Small Molecule Inhibition Of Myst Acetyltransferases, Xuemin Chen, Alexandra Castroverde, Minervo Perez, Ronald Holewinski, Kiall F Suazo, Rashmi Karki, Thorkell Andresson, Benjamin A Garcia, Jordan L Meier

2020-Current year OA Pubs

MYST lysine acetyltransferases (KATs) are a class of epigenetic enzymes critical for cellular function that constitute an emerging therapeutic target in cancer. Recently, several drug-like MYST inhibitors have been reported that show promise in preclinical models as well as in clinical trials of breast cancer. Understanding the specificity of these molecules is critical for their effective use as chemical probes. Here we apply an integrated profiling strategy to systematically define the potency and selectivity of drug-like MYST KAT inhibitors. First, we use optimized chemoproteomic profiling and histone acetylation biormarkers to study the industry-developed KAT inhibitor PF-9363. This reveals dose-dependent engagement …

Abl Kinases Regulate Fgf Signaling Independent Of Crk Phosphorylation To Prevent Peters Anomaly Type Ii, Hao Wu, Yingyu Mao, Qian Wang, Honglian Yu, Michael Bouaziz, Neoklis Makrides, Enpeng Wang, Zhipeng Ding, Anthony J Koleske, Glenn L Radice, Jerry Hsu, Xin Zhang

2020-Current year OA Pubs

Peters anomaly is an anterior segment dysgenesis and a leading cause of congenital corneal opacity. Here, we show that loss of ABL kinases restores lens induction in the absence of FGF signaling but induces Peters anomaly type II independently of ERK signaling, a phenotype also observed with elevated FGF-Ras activity. This defect is rescued by allelic deletion of the ABL substrates CRK and CRKL. Contrary to prevailing models, ABL kinases do not act through direct phosphorylation of CRK proteins; instead, they phosphorylate PTPN12, suppressing p130CAS phosphorylation and CRK recruitment required for RHO GTPase activation. ABL kinase deficiency reduces actomyosin contractility …

Incorporating The Use Of Puppets And Puppetry-Based Approaches In Nutrition: A Scoping Review Of Interventions, Basil H. Aboul-Enein, Nada Benajiba, Majd Jan, Sarah Ali Alasmari, Patricia J. Kelly, Stephen F. Gambescia, Elizabeth Dodge

College of Nursing Faculty Papers & Presentations

Puppetry-based activities could serve as a low cost and manageable intervention in improving health-related outcomes. This review aims to identify the research to date and gaps in practice of the role and application of puppetry interventions in nutrition education. A scoping review was conducted using the PICOS framework and PRISMA-ScR guidelines, identifying studies across eight databases between January, 1980 and July, 2025.Twenty-five studies were identified, with the majority (n = 19) aimed at pre-school and school-aged children. Fifteen studies used quasi-experimental, pre-post designs. The use of hand and finger puppets was common, as well as videos and puppet theatre. …

Optimal Timing Of Ventriculoperitoneal Shunt Insertion Relative To Cranioplasty Post-Decompressive Craniectomy: A Frequentist Network Meta-Analysis, Shaan Patel, Shiva A. Nischal, Kush M. Kale, Pious D. Patel, James S. Harrop, Jack Jallo, Srinivas K. Prasad

Department of Neurosurgery Faculty Papers

OBJECTIVE: Optimal timing of ventriculoperitoneal shunting (VPS) relative to cranioplasty (CP) after decompressive craniectomy remains controversial. VPS may be performed before, during, or after CP, but no consensus exists on which sequence minimizes complications. We performed a systematic review and network meta-analysis to compare the safety profiles of pre-, simultaneous, and post-CP shunting.

METHODS: We searched PubMed/MEDLINE, Embase, and CENTRAL from inception to October 2025. Eligible studies directly compared at least two timing strategies in patients undergoing both CP and VPS. Primary outcomes included overall complications, reoperation, infection, and intradural bleeding. Secondary outcomes included shunt-related and other procedure-specific adverse events. …

Smart Pediatric Oncology Tracker Of Symptoms (Spots), A Web-Based Interface For The Pediatric Pro-Ctcae: Development And Usability Study, Stacey Crane, Deevakar Rogith, Melody Hellsten, Andrew D Miller, Jacqueline Castillo, Brandy Boeger, Susan Vidaurre, Stefanie Pieper, Cecile Nguyen, Duc Anh Thanh Huynh, Jessica Wooden, Amy Franklin, Karen Moody, Wenyaw Chan, Pamela S Hinds, Constance Johnson

Faculty, Staff and Student Publications

Background: Children undergoing cancer treatment experience a range of treatment-related toxicities that significantly affect quality of life and adherence to therapy. Current methods for symptom reporting rely heavily on clinician interpretation of caregiver or child verbal reports, which can result in incomplete or inaccurate records. The Pediatric Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (Pediatric PRO-CTCAE; National Cancer Institute) provides a validated mechanism for direct symptom reporting by children and caregivers, yet its traditional administration and preselection of questions limit the breadth of symptom capture.

Objective: This research aimed to co-design and conduct formative usability testing …

Simultaneous Multielectrode Recordings Along The Human Scala Tympani: Evidence For Level-Dependent Place Coding, Amit Walia, Matthew A Shew, Shannon M Lefler, Amanda J Ortmann, Patrick Ioerger, Jordan Varghese, Jacques A Herzog, Craig A Buchman

2020-Current year OA Pubs

The cochlea systematically encodes sound frequency and intensity via a precisely organized tonotopic map, in which traveling waves peak at specific cochlear locations. A fundamental but incompletely understood aspect of auditory coding involves how stimulus intensity shapes this tonotopic organization. In animal models, increasing intensity shifts the cochlear traveling wave peak basally; however, physiological evidence for such intensity-dependent shifts in human cochlear processing is limited. Here, we performed simultaneous multielectrode electrocochleography recordings along the human scala tympani to characterize how cochlear place coding varies as a function of stimulus intensity. In subjects with preserved cochlear mechanics, including individuals with auditory …

Natural History Of Ngly1 Deficiency: Motor Function & Clinical Features, Grace Morrison, Selina Dwight, Hal Landy, William F Mueller, Pam Ventola, Regina Deck, Becky Schweighardt, Matt Wilsey, Kevin J Lee, Bernhard Suter

Faculty, Staff and Students Publications

N-glycanase 1 (NGLY1) Deficiency is an ultra-rare neurodevelopmental disorder caused by biallelic loss-of-function mutations in the NGLY1 gene, leading to severe impairments in neurocognitive and motor function abilities in the affected patient population. Its core clinical features include global developmental delay, hyperkinetic movement disorders, elevation of liver transaminases, (hypo)alacrima, and progressive sensorimotor neuropathy. Due to the range of phenotypes and severity within the confirmed patient population, ongoing characterization of the disease is critical. A prospective natural history study (NHS) was conducted to further elucidate disease phenotypes and examine any changes in neurocognitive or motor function over a one-year period. Fifteen …

Is2c2: A Cointelligent Platform For Mechanistic Discovery Of Disease Cellular Crosstalk, Jianting Sheng, Ju Young Ahn, Li Yang, Zhihao Wan, Shaohua Qi, Xiaohui Yu, Zhan Xu, Yuliang Cao, Matthew Vasquez, Amna Irfan, Yuanyuan Zhu, Hong Zhao, Zheng Yin, Ying Zhu, Yunfeng Ding, Alireza Faridar, Lin Wang, Fengshuo Liu, Hongxia Wang, Zhigang Ji, Dongxue Mao, Michael Chan, Daniel Kermany, Wenjuan Dong, Doo Yeon Kim, Xiang H-F Zhang, Stephen T C Wong

Faculty, Staff and Students Publications

Large language models (LLMs) have demonstrated impressive capabilities in summarization, reasoning, and content generation, yet their inability to directly interpret large-scale omics data has limited their utility in data-driven hypothesis generation-particularly in mechanism discovery that demands the integration and interpretation of multimodal datasets, heterogeneous models, and deep domain expertise. Conversely, traditional computational algorithms excel at quantitative analysis of omics data but often rely heavily on labor-intensive, expert-driven interpretation to extract biologically meaningful insights. Here, we introduce (cointelligent single-cell spatial cell‒cell communication: iS2C2), a novel cointelligent platform that synergizes mathematically rigorous computational algorithms with the contextual reasoning capabilities of LLMs to …

Developmental Origins Of Exceptional Health And Survival: A Four-Generation Family Cohort Study, Matthew Thomas Keys, Søren Netra, Dorthe Almind Pedersen, Pernille Stemann Larsen, Alexander Kulminski, Mary F Feitosa, Mary Wojczynski, Michael Province, Kaare Christensen

2020-Current year OA Pubs

Descendants of longevity-enriched sibships demonstrate a broad health and survival advantage throughout the life course. However, little is known about manifestations during very early life. Here we show a pattern of lower risk of adverse early-life outcomes in third-generation grandchildren (N = 5637) of Danish longevity-enriched sibships compared to the general population, including infant mortality (Hazard Ratio = 0.53, 95% CI [0.36, 0.77]) and a range of neonatal health indicators. These associations in fourth-generation great-grandchildren (N = 14,908) were attenuated and less consistent (e.g., infant mortality, Hazard Ratio = 0.90, [0.70, 1.17]). Dilatory patterns across successive generations were independent of …

Inflammatory Markers In The Emergency Department And Ptsd Symptoms In The Aurora Study: A Longitudinal Cohort Study, Kristen Nishimi, Stacey L House, Et Al.

2020-Current year OA Pubs

BACKGROUND: Systemic inflammation is hypothesized to contribute to post-traumatic stress disorder (PTSD) vulnerability. Few studies have examined inflammation shortly after trauma as a predictor of later PTSD symptoms. We examined whether inflammation from the emergency department (ED) post-trauma is associated with PTSD symptom severity over the following 6 months.

METHODS: Our sample included 742 AURORA participants, a longitudinal cohort of patients in 29 EDs across the United States after a traumatic stressor, followed up to 6 months. Plasma cytokines were assessed from a study blood draw in the ED: an inflammatory index (standardized sum of generally pro-inflammatory markers interleukin [IL]-6, …

Nivolumab Plus Ipilimumab For Chemotherapy-Refractory Metastatic Castration-Resistant Prostate Cancer: Results From The Randomized Portion Of The Phase 2 Checkmate 650 Trial, Padmanee Sharma, Russell K Pachynski, Et Al.

2020-Current year OA Pubs

We report on the randomized portion of the phase 2, open-label CheckMate 650 trial (NCT02985957), in which docetaxel-experienced, biologically male patients with chemotherapy-refractory metastatic castration-resistant prostate cancer were randomized 2:2:1:2 to nivolumab 3 mg /kg plus ipilimumab 1 mg /kg (n = 73), nivolumab 1 mg /kg plus ipilimumab 3 mg /kg (n = 74), ipilimumab 3 mg /kg (n = 38), or cabazitaxel (n = 74). Primary endpoints were objective response rate and radiographic progression-free survival; key secondary endpoints included overall survival, prostate-specific antigen response rate, and safety. This portion of CheckMate 650 was not designed to statistically compare …

Nudging Implementation Of Low Tidal Volume Ventilation: A Stepped Wedge, Cluster Randomized Trial, Meeta Prasad Kerlin, Michael O. Harhay, Fan Li, Dylan S. Small, Yingying Lu, Wei Wang, Barry D. Fuchs, Mark E. Mikkelsen, Teresa Tran, Aerielle Belk, Jasmine A. Silvestri, Tamar Klaiman, Stefania Scott, Elizabeth Levy, Michael W. Sjoding, Rachel Kohn, Karsten J. Roberts, Rinad S. Beidas, Scott D. Halpern

College of Health Professions Faculty Papers

BACKGROUND: "Nudges" embedded in the electronic health record (EHR) facilitate desired decisions while preserving autonomy and may provide a scalable strategy to overcome the common implementation barrier of lack of knowledge about a best practice. We sought to test whether EHR-based nudges targeting two intensive care unit (ICU) clinician groups would safely increase evidence-based use of low tidal volume ventilation.

METHODS: We performed a stepped-wedge, cluster randomized, hybrid type 3 effectiveness-implementation trial in 12 ICUs from February 2021 to May 2023 to test three nudges targeting clinicians responsible for order entry and respiratory therapists responsible for operationalizing orders and documentation. …

Genetic Analysis Of The X-Linked Adrenoleukodystrophy Gene Abcd1 In Drosophila Uncovers A Conserved Phenotype, Joshua Manor, Sharayu V Jangam, Hyung-Lok Chung, Pranjali Bhagwat, Jonathan C Andrews, Hillary Chester, Shu Kondo, Saurabh Srivastav, Juan Botas, Ann B Moser, Suzette M Huguenin, Michael F Wangler

Duncan NRI Faculty and Staff Publications

X-linked adrenoleukodystrophy (X-ALD) is a progressive neurodegenerative disorder caused by a loss-of-function (LOF) mutation in the ATP-binding cassette subfamily D member 1 (ABCD1) gene, leading to the accumulation of very long-chain fatty acids (VLCFAs). This disorder exhibits striking heterogeneity; some male patients develop an early childhood neuroinflammatory demyelination disorder, while other patients, including adult males and most affected female carriers, experience a chronic progressive myelopathy. Adrenocortical failure is observed in almost all male patients, with the age of onset varying, sometimes being the first diagnostic finding. The gene underlying this spectrum of disease encodes an ATP-binding cassette (ABC) transporter that …

Cellular And Molecular Basis Of Pfcoronin Function In Artemisinin Resistance In Plasmodium Falciparum, Imran Ullah, Eva S Istvan, Et Al.

2020-Current year OA Pubs

Artemisinin combination therapies are central to malaria control, but their efficacy is threatened by the emergence of resistant Plasmodium falciparum strains. While the role of Pfkelch13 mutations is well established, mutations in Pfcoronin have also been implicated in treatment failure, revealing layers of resistance complexity. Here, we define the cellular mechanism of Pfcoronin‑mediated artemisinin resistance. PfCoronin interacts with PfActin and localizes to the parasite plasma membrane, the digestive vacuole membrane, and small vesicles containing host cell material. Mutations in PfCoronin disrupt its localization and perturb PfActin homeostasis, altering the distribution of ring‑stage morphologies, including a reduced proportion of parasites adopting …

Early-Life Wnt4 Expressing Colon Stromal Cells Orchestrate Lifelong Mucosal Homeostasis Via Bmp-Driven Inkt Cell Imprinting, Xi Lin, Chloe Hyun-Jung Lee, Ting Zhang, Agne Antanaviciute, Thomas Hanley, Jonathan N Glickman, Nikhila S Bharadwaj, Vicki Rosen, Jenny E Gumperz, Matthew K Waldor, Alison Simmons, Thomas Gensollen, Richard S Blumberg

2020-Current year OA Pubs

The early-life intestinal microenvironment plays a pivotal role in shaping immune cell development. Here, we identify a colonic Wnt4-expressing stromal cell, enriched during early-life, that promotes iNKT cell proliferation via BMP-MAPK signaling. These stromal cells are spatially associated with iNKT cells and macrophages and exhibit high Bmp2 expression during the neonatal period. Depletion of BMP2 in Wnt4

Shedding Light On The Invisible Work Of Peer Recovery Support Specialists Through The Design Of A Point Of Care Technology., Jessica A Pater, Elisabeth Andrews, Michelle Drouin, Mindy Flanagan, Dana Albright, Rachel Pfafman, Jeanne Carroll, Erik Hess, Tammy R Toscos

Health Services and Informatics Research

Peer Recovery Support Specialists (PRSSs) are certified professionals that provide social, informational, and logistical supportto people in recovery fromsubstance use disorders. In this study, we report the findings from design work completed with a teamof PRSSsto define workflowand informationalneeds for the developmentofa novel point of care software. Through our qualitative research we uncovered a significant amount of undocumented work that is necessary for a PRSS to provide individualized support to their clients. Thus, much PRSS work is not quantified and rendered "invisible." We present technology design strategies that help quantify these tasks and illuminate the complexity of PRSS work.

Functional Heterogeneity In Trophoblast Stem Cells Derived From Recurrent Pregnancy Loss Products Of Conception., Qi Fu, Keisuke Kozai, Xingrao Ke, Joe Varberg, Sheng Xia, Ashley S. Howard, Michael Lydic, Kristin Holoch, Courtney Marsh, Elin Grundberg, Kaela Varberg

Manuscripts, Articles, Book Chapters and Other Papers

Recurrent pregnancy loss (RPL), defined as two or more consecutive miscarriages, affects 1-5% of couples attempting to conceive and most frequently occurs between 6 and 8 weeks of gestation, coinciding with critical stages of placental development. Despite this temporal association, placental contributions to RPL pathogenesis remain poorly understood. We hypothesized that trophoblast lineage development, including extravillous trophoblast (EVT) and syncytiotrophoblast (STB) differentiation, are disrupted in RPL. To test this hypothesis, we established and functionally characterized human trophoblast stem (TS) cell lines derived from products of conception (POC) obtained from consenting idiopathic RPL cases. Four TS cell lines were successfully derived …

Ai-Powered Insights In Pediatric Nephrology: Current Applications And Future Opportunities., Arwa Nada, Yamen Ahmed, Jieji Hu, Darcy K. Weidemann, Gregory H. Gorman, Eva Glenn Lecea, Ibrahim A. Sandokji, Stephen Cha, Stella Shin, Salar Bani-Hani, Sai Sudha Mannemuddhu, Rebecca L. Ruebner, Aadil Kakajiwala, Rupesh Raina, Roshan George, Rim Elchaki, Michael L. Moritz, The American Society Of Pediatric Nephrology Quality Improvement And Artificial Intelligence (Aspn Qi/Ai) Interest Group

Manuscripts, Articles, Book Chapters and Other Papers

Artificial intelligence (AI) is rapidly emerging as a transformative force in pediatric nephrology, enabling improvements in diagnostic accuracy, therapeutic precision, and operational workflows. By integrating diverse datasets-including patient histories, genomics, imaging, and longitudinal clinical records-AI-driven tools can detect subtle kidney anomalies, predict acute kidney injury, and forecast disease progression. Deep learning models, for instance, have demonstrated the potential to enhance ultrasound interpretations, refine kidney biopsy assessments, and streamline pathology evaluations. Coupled with robust decision support systems, these innovations also optimize medication dosing and dialysis regimens, ultimately improving patient outcomes. AI-powered chatbots hold promise for improving patient engagement and adherence, while …

The Resilient Study: A Retrospective, Descriptive, Correlational Investigation Of Correlates Of Oral Endocrine Therapy Adherence In Older Women With Breast Cancer., Sunny Y. Ruggeri, Cynthia L. Russell Lippincott, Gregory L. Alexander, Rebecca J. Bartlett Ellis, Steven R. Chesnut, Lori A. Erickson

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Breast cancer is the most prevalent and costly cancer. Oral endocrine therapy (OET) improves survival rates and quality of life while reducing recurrence, mortality, morbidity, and medical costs. However, adherence to OET is challenging because OET is prescribed for 5-10 years. Determinants of OET nonadherence (NA) among women aged 65 and older remain poorly characterized. Existing studies are limited, often focusing on small, single-site samples and focusing on patient-level rather than multi-level determinants. Despite the unique needs of older women, research on OET-NA remains scarce.

OBJECTIVE: This study identified multi-level determinants of OET-NA in older women using ecological systems …

Targeted Epigenome Sequencing Of Eosinophils Reveals Cpg Sites And Regulatory Variants Associated With Asthma., Rébecca Dionne-Gagné, Anne-Marie Madore, Anne-Marie Boucher-Lafleur, Tomi Pastinen, Catherine Laprise

Manuscripts, Articles, Book Chapters and Other Papers

Eosinophils are pro-inflammatory cells that play a central role in asthmatic inflammation. However, few studies have examined their methylation profiles in asthma, all relying on microarray-based approaches. Here, an epigenome-wide association study in 183 purified eosinophil samples from the Saguenay-Lac-Saint-Jean asthma family cohort was performed using a custom sequencing panel targeting 4,609,564 CpGs in immune regulatory regions. Two CpG sites in MAEA and SLC9A2 genes, known to be involved in immune function, were significantly associated with asthma, while five additional sites showed suggestive associations. Integration with genotype data (7,829,429 variants) and expression counts (17,513 genes) identified significant quantitative trait loci-mediated …

Leading With Hope: A Clinical Communication Campaign To Promote Partner Hiv Testing In Assisted Partner Notification And Antenatal Care Programs In Uganda., Emily A. Hurley, Violet Gwokyala, Linda Kisaakye Nabitaka, Jolly Beyeza Kashesya, Mercylynn Agasha, Florence Namaganda, Nikolaus Schuetz, J Nalubega Ross, Joseph K B Matovu, Rhoda Wanyenze, Glenn Wagner, Kathy Goggin

Manuscripts, Articles, Book Chapters and Other Papers

Among heterosexual couples in sub-Saharan Africa, fears of relationship dissolution and inability to bear healthy children following an HIV-positive result remain barriers to HIV testing. Recently expanded availability of pre-exposure prophylaxis (PrEP) affords a critical opportunity to promote HIV testing with reassuring communication that highlights use for relationship preservation and healthy childbearing. We aimed to develop a theoretically-grounded communication intervention to promote partner HIV testing within assisted partner notification (APN) and antenatal care (ANC) programs in Uganda. Through an 18-month iterative co-creation process, we developed the HOPE Clinical Communication Campaign (HOPE-CCC) in collaboration with a project advisory board (PAB) of …

Promises, Pitfalls, And Paths Forward For The Pediatric Research Equity Act., Alexa L. Pagano, Danielle J. Green, Jennifer Goldman, Anjali Deshmukh

Manuscripts, Articles, Book Chapters and Other Papers

IMPORTANCE: Since its enactment in 2003, the Pediatric Research Equity Act (PREA) has significantly increased the number of pediatric drug studies performed and expanded pediatric drug labeling. Despite these advancements, many drugs used in children still lack pediatric-specific US Food and Drug Administration (FDA) labeling, even when pediatric studies are required by law. Recent legislative changes strengthened the FDA's enforcement authority over PREA. As these changes are implemented, persistent gaps in pediatric drug development warrant examination. Addressing these gaps may help ensure that children are systematically included in clinical research and that medications used in children are supported by rigorous …

Natural Maternal Immunity Protects Neonates From Escherichia Coli Sepsis., Raymond E. Diep, Ujjwal Adhikari, Kubra Gokce Tezel, Giang Pham, Allison R. Burrell, Mary A. Staat, Nguyen Thi Khanh Nhu, Minh-Duy Phan, Kate M. Peters, Mark A. Schembri, Scott H. Saunders, David B. Haslam, John J. Erickson, Susana Chavez-Bueno, Sing Sing Way

Manuscripts, Articles, Book Chapters and Other Papers

Escherichia coli is a leading cause of neonatal sepsis, with infection occurring in approximately one in every 1,000 live births. However, with E. coli colonization beginning soon after birth and defects in neonatal host defence maturation, an alternative consideration is why infection does not occur even more frequently. Here we show that newborn babies with E. coli sepsis have selectively reduced vertically transferred natural antibodies that recognize E. coli, mechanistically explaining their susceptibility to infection. Complementary preclinical studies show that preconceptual intestinal colonization with probiotic E. coli Nissle 1917 (EcN) primes anti-E. coli immunoglobulin G (IgG) antibodies with broad cross-reactivity …

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

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, …

The Dietary Management Of Sodium In Children With Kidney Diseases-Clinical Practice Recommendations From The Pediatric Renal Nutrition Taskforce., José Renken-Terhaerdt, An Desloovere, Michiel Js Oosterveld, Nonnie Polderman, Evelien Snauwaert, Stella Stabouli, Johan Vande Walle, Caroline Anderson, Sheridan Collins, Larry A. Greenbaum, Matthew Harmer, Lyndsay Harshman, Christina L. Nelms, Pearl Pugh, Vanessa Shaw, Jetta Tuokkola, Molly R Wong Vega, Bradley A. Warady, Rukshana Shroff, Fabio Paglialonga

Manuscripts, Articles, Book Chapters and Other Papers

Sodium imbalance is a common concern in children with kidney diseases, presenting as either sodium excess or sodium deficit, each with significant clinical implications. Sodium excess contributes to fluid overload and hypertension, while increased sodium losses, particularly via urine or peritoneal fluid, can predispose patients to hypotension and growth failure. Effective sodium management is thus a critical component of care in pediatric kidney diseases, with dietary sodium intake playing a pivotal role in maintaining homeostasis. The Pediatric Renal Nutrition Taskforce (PRNT) has developed clinical practice recommendations (CPRs) for dietary sodium management in children with kidney diseases, addressing key aspects of …

Perceived Neighborhood Environment And Objectively Assessed, Habitual Physical Activity Among Us Adults: An All Of Us Research Program Study, Natalia I Heredia, Michael C Robertson, Christopher D Pfledderer, Ethan T Hunt, Timothy J Walker, Deborah Salvo

Faculty, Staff and Student Publications

Introduction: The purpose of this study was to assess the associations between perceived socioenvironmental neighborhood attributes and objectively assessed habitual physical activity among US adults as well as whether associations vary by sociodemographic characteristics.

Methods: We used data from the All of Us research program, a longitudinal cohort study of a diverse sample of Americans. Perceived neighborhood social cohesion, physical and social disorder, walkability, and sociodemographic characteristics were self-reported. Habitual physical activity was ascertained using Fitbit-derived step counts over ≥24 weeks. Generalized additive mixed-effects models were used to test the associations between perceived socioenvironmental neighborhood attributes and daily step counts. …

A Bilingual Ai-Based Chatbot For Nutrition Education In A Food Is Medicine Intervention For High-Risk Pregnant Women: Design And Development Study, Lorena Macias-Navarro, Nalini Ranjit, Gregory W Bounds, Brendon A Providence, Yesmeena Shmaitelly, Naomi M Tice, Shreela V Sharma

Faculty, Staff and Student Publications

Background: Conversational agents (artificial intelligence [AI]-based chatbots) offer a novel approach to health interventions by providing personalized, adaptive interactions that improve over time based on user engagement. In nutrition education, given the wide variation in knowledge, skills, and abilities across participants, AI-based chatbots have the potential to enhance accessibility, engagement, and behavior change. Food is Medicine (FIM) interventions, which aim to improve food security and diet quality among multicultural, at-risk populations, often face challenges related to sustained engagement and use.

Objective: This paper describes the design, development, and iterative refinement of a bilingual AI-driven nutrition chatbot integrated into an FIM …