Digital Commons Network^™

Longitudinal Prediction Of Bmi Using Explainable Ai: Integrating Polygenic Scores, Maternal, Early-Life And Familial Factors, Fuling Chen, Phillip E. Melton, Kevin Vinsen, Trevor Mori, Lawrence Beilin, Rae Chi Huang

Research outputs 2022 to 2026

Background/objectives: This study aimed to predict body mass index (BMI) trajectories from childhood to early adulthood using explainable artificial intelligence, integrating adult BMI polygenic scores (PGS), maternal, early-life, and familial factors to identify key predictors of obesity risk and inform prevention strategies. Subjects/methods: We analyzed longitudinal data from the Raine Study Gen2 cohort, recruiting 2868 participants. This observational study, without randomization or case-control design, collected BMI measurements at ages 8, 10, 14, 17, 20, 23, and 27 years. We applied Kolmogorov–Arnold Networks (KAN) alongside conventional machine learning models, integrating epidemiological variables (maternal and paternal anthropometrics, parental education, early-life skinfold measurements) …

Building Ai Literacy To Redesign Graduate Public Health Courses: A Case Study Of Pubh 520, Darren Liu

2026 Scholarly Teaching Conference: Concurrent Session Papers

As artificial intelligence (AI) becomes increasingly embedded in public health practice, graduate education must move beyond ad hoc responses to AI toward intentional, ethically grounded instructional design. This conference paper presents a case study of the redesign of PUBH 520, a graduate-level public health course, to explicitly integrate AI literacy within course outcomes, assessments, and learning activities. Guided by higher-education AI literacy frameworks, the redesign foregrounded faculty AI literacy as a prerequisite for responsible AI integration, emphasizing ethical reasoning, technical understanding, pedagogical alignment, and reflective assessment practices. Findings suggest that the redesigned course improved coherence among learning outcomes, assessment integrity, …

Geographic Clusters Of Human Papillomavirus-Associated Cancer Incidence In The Us, 2008–2022, Todd Burus, Krystle A. Lang Kuhs, Ashish A. Deshmukh, Haluk Damgacioglu

Markey Cancer Center Faculty Publications

Objective: Despite known state and regional differences, United States (US) county-level patterns of human papillomavirus (HPV)-associated cancer incidence remain unexplored. Methods: In this cross-sectional study, we analyzed US county-level HPV-associated cancer incidence rates from 2008 to 2022 using the US Cancer Statistics Incidence Analytic Database to identify geographic clusters of high and low incidence. Clusters were identified using the Getis-Ord Gi* statistic and assessed for differences in cluster-level sociodemographic characteristics and sex-and-site-specific incidence. Results: We found 373 hot spot and 409 cold spot counties, with median incidence rates of 16.14 and 10.62 per 100,000, respectively. Hot spot counties were particularly …

Colorectal Cancer Screening In Carceral Settings: Barriers And Opportunities To Improve Early Detection Among Incarcerated Individuals, Daven K. Sarikonda Ba, Elijah Marquez Bs, Alexander Seidel Ba, Christine Larrea Bs, Jack S. Gurwin Bs, Maria Karla Bermúdez Piñero Ba, Suraj Suresh M.D., Laura Benjamins Md, Mph, Faap, Aahivs

Population, Patient, Physician and Professionalism Projects

Colorectal cancer (CRC) is the third most common cancer and the second leading cause of cancer-related death in the United States, with screening shown to significantly reduce mortality. However, incarcerated individuals experience substantially lower CRC screening rates and often present with more advanced disease than non-incarcerated individuals. Our project’s objective was to review the state of CRC screening in U.S. carceral settings, along with exploring possible alternatives to address the substantial disparity in CRC screening rates experienced by the incarcerated population.

Edible Cannabis Product Information Captured Within Patient Poison Center Records, G. Fulkerson, B. J. Holstege, R. Farah, A. Zmuda, C. P. Holstege

Department Psychiatry & Behavioral Science Faculty Publications

Introduction

United States poison centers are encountering increasing numbers of calls pertaining to edible cannabis exposed patients following state decriminalization. The emergence of these edible products has led to numerous emergency department visits in both adults and children following exposure. The capturing of specific data associated with the product type is imperative as state government regulators attempt to control cannabis products emerging on the market as a growing public health issue.

Objectives

This study was performed to determine if the exact products involved with edible cannabis exposure were being captured in the electronic medicial records and to delineate those specific …

Adult Healthy Habits, Belinda E. Vicuna, Mahtab Soleimani, Yvonnie Baik, Elena Martinez, Theresa H. Cruz

Reports & Documents

No abstract provided.

Implementing A Standardized App-Led Multidisciplinary Medication Review And Reconciliation To Improve Medication Safety Before Systemic Cancer Therapy: An Ambulatory Oncology Quality Improvement Initiative, Sarah R. Hines

DNP Projects

Background

Adult patients initiating systemic cancer therapy frequently present with pre-existing polypharmacy related to chronic comorbidities and cancer-related symptom management. The addition of anticancer therapies and supportive care medications further increases medication burden and the risk of medication-related harm. Although national organizations and institutional policies recommend comprehensive medication review before treatment initiation, implementation remains inconsistent in ambulatory oncology practice.

Purpose

To implement and evaluate a standardized Advanced Practice Provider (APP)-led multidisciplinary medication review and reconciliation process designed to identify medication medication-related safety risks before initiation of systemic cancer therapy in adult oncology patients receiving care in an ambulatory infusion center. …

Improving Nursing Compliance With Pain Reassessment Documentation After Analgesic Administration, Dorcas Okunola

Doctor of Nursing Practice Final Project Abstract

Improving Nursing Compliance with Pain Reassessment Documentation After Analgesic Administration

PURPOSE: This quality improvement project aimed to increase registered nurse (RN) compliance with documenting pain reassessment within 30–60 minutes after analgesic administration in an adult medical–surgical trauma unit at a large academic medical center.

BACKGROUND: Timely pain reassessment is essential for evaluating treatment effectiveness and ensuring safe, patient-centered care. Baseline audits showed inconsistent documentation and compliance below institutional expectations. Evidence supports the use of electronic health record (EHR) prompts combined with targeted nursing education to improve adherence.

METHODOLOGY: A 12-week quality improvement initiative was conducted to reinforce adherence to the …

Effet Sur La Qualité De L'Air Et La Santé Des Travailleurs Et Travailleuses Dans Les Logements Alternatifs Des Poules Pondeuses, Magali-Wen St-Germain, Valérie Létourneau, Marc Veillette, Perrine Cruaud, Candice Lemaille, Kim Robitaille, Éloïse Denis, Araceli Dalila Larios Martínez, Sébastien Fournel, Stéphane Godbout, Geneviève Dion, Andréanne Côté, Laurianne Gratton, Martine Boulianne, Caroline Duchaine

Rapports de recherche scientifique

Les oeufs de poules en liberté et les oeufs provenant « d’élevage confort » sont maintenant des produits communs dans les marchés alimentaires du Québec. Cette nouvelle variété de produits est le résultat de l’évolution des pratiques afin de concilier le bien-être des poules pondeuses et les besoins de l’industrie. En effet, d’ici l’année 2036, les logements conventionnels pour poules pondeuses (logements grillagés pour des petits groupes de poules) seront graduellement remplacés par des logements alternatifs. Les logements alternatifs pour poules pondeuses regroupent les colonies enrichies et les logements sans cages (sur plancher ou en volière). Ils ont en commun …

Évaluation De L’Exposition Aux Microorganismes Et Appréciation Du Risque Sanitaire Des Chauffeurs De Camion Et Des Éboueurs Attitrés Au Transport Des Matières Résiduelles Et Des Déchets, Geneviève Marchand, Loïc Wingert, Maximilien Debia, Carla Viegas, Susana Viegas, Liliana Caetano, Magdalena Twarużek, Nancy Lacombe, François Gouin, Delphine Lanoie, Isabelle Valois, Robert Kosicki, Marta Dias, Ewelina Soszczyńska, Julien Trépanier, Tam Nguyen, Fabiola Salambanga, Noémie Gervais

Rapports de recherche scientifique

La gestion des déchets au Québec repose sur la collecte sélective pour revaloriser les matières résiduelles et réduire l’enfouissement. Les travailleurs du secteur sont exposés aux bioaérosols contenant microorganismes et allergènes. Les risques sanitaires sont influencés par la nature des matières manipulées et les méthodes de travail employées. La manutention des déchets a déjà été mise en lien avec des inflammations respiratoires, des troubles digestifs, et des syndromes liés aux poussières organiques toxiques. L’objectif du projet visait à évaluer l’exposition des travailleurs aux microorganismes et d’en apprécier les risques pour la santé.

Dans le cadre de ce projet, 28 camions …

Allier Les Technologies Numériques À La Prévention Des Lésions Professionnelles Pour Intervenir Auprès D'Une Population Faiblement Scolarisée Se Préparant À L'Emploi, Marie Laberge, Aurélie Tondoux, Myriam Bérubé, Céline Chatigny, Denys Denis

Rapports de recherche scientifique

Ce rapport présente les résultats d’un projet de recherche visant à améliorer la santé et la sécurité au travail (SST) des élèves du Parcours de formation axée sur l’emploi (PFAE) au Québec. Ce programme accueille chaque année entre 11 000 et 13 000 élèves de 15 ans à 21 ans qui éprouvent des difficultés scolaires et risquent de quitter l’école sans diplôme. Le PFAE offre des stages d’apprentissage en milieu de travail pour des métiers semi-spécialisés, couvrant un large éventail de secteurs d’activités. Les élèves du PFAE sont particulièrement vulnérables en matière de SST puisqu’ils sont très jeunes et ont …

Genetic Diversity Of Cryptosporidium Species In New York State, Kimberly A. Mergen

Electronic Theses & Dissertations (2024 - present)

The knowledge regarding Cryptosporidium infections in New York State (NYS) is severely lacking in two ways: 1) there are currently no NYS-based data regarding the subtypes of Cryptosporidium parvum and Cryptosporidium hominis, which are the two most prevalent species that infect humans and 2) information regarding uncommon Cryptosporidium species that infect the New York population is also unavailable. Filling these gaps concerning this pathogenic parasite would provide a substantial amount of information when considering public health, outbreak investigations, and prevention measures. Therefore, improving Cryptosporidium subtype and species surveillance in NYS will aid in prevention and control efforts as well …

De Novo And Inherited Dominant Variants In U4 And U6 Snrna Genes Cause Retinitis Pigmentosa, Mathieu Quinodoz, Kim Rodenburg, Zuzana Cvackova, Karolina Kaminska, Suzanne E De Bruijn, Ana Belén Iglesias-Romero, Erica G M Boonen, Mukhtar Ullah, Nick Zomer, Marc Folcher, Jacques Bijon, Lara K Holtes, Stephen H Tsang, Zelia Corradi, K Bailey Freund, Stefanida Shliaga, Daan M Panneman, Rebekkah J Hitti-Malin, Manir Ali, Ala'a Altalbishi, Sten Andréasson, Georg Ansari, Gavin Arno, Galuh D N Astuti, Carmen Ayuso, Radha Ayyagari, Sandro Banfi, Eyal Banin, Tahsin Stefan Barakat, Mirella T S Barboni, Miriam Bauwens, Tamar Ben-Yosef, Virginie Bernard, David G Birch, Pooja Biswas, Fiona Blanco-Kelly, Beatrice Bocquet, Camiel J F Boon, Kari Branham, Dominique Bremond-Gignac, Alexis Ceecee Britten-Jones, Kinga M Bujakowska, Cyril Burin Des Roziers, Elizabeth L Cadena, Giacomo Calzetti, Francesca Cancellieri, Luca Cattaneo, Naomi Chadderton, Peter Charbel Issa, Luísa Coutinho-Santos, Stephen P Daiger, Elfride De Baere, Marieke De Bruyne, Berta De La Cerda, John N De Roach, Julie De Zaeytijd, Ronny Derks, Claire-Marie Dhaenens, Lubica Dudakova, Jacque L Duncan, G Jane Farrar, Nicolas Feltgen, Beau J Fenner, Lidia Fernández-Caballero, Juliana M Ferraz Sallum, Simone Gana, Alejandro Garanto, Jessica C Gardner, Christian Gilissen, Roser Gonzàlez-Duarte, Kensuke Goto, Sam Griffiths-Jones, Tobias B Haack, Lonneke Haer-Wigman, Alison J Hardcastle, Takaaki Hayashi, Elise Héon, Lies H Hoefsloot, Alexander Hoischen, Josephine P Holtan, Carel B Hoyng, Manuel Benjamin B Ibanez, Chris F Inglehearn, Takeshi Iwata, Brynjar O Jensson, Kaylie Jones, Vasiliki Kalatzis, Smaragda Kamakari, Marianthi Karali, Ulrich Kellner, Caroline C W Klaver, Krisztina Knézy, Robert K Koenekoop, Susanne Kohl, Taro Kominami, Laura Kühlewein, Tina M Lamey, Rina Leibu, Bart P Leroy, Petra Liskova, Irma Lopez, Victor R De J López-Rodríguez, Quinten Mahieu, Omar A Mahroo, Gaël Manes, Luke Mansard, M Pilar Martín-Gutiérrez, Nelson Martins, Laura Mauring, Martin Mckibbin, Terri L Mclaren, Isabelle Meunier, Michel Michaelides, José M Millán, Kei Mizobuchi, Rajarshi Mukherjee, Zoltán Zsolt Nagy, Kornelia Neveling, Monika Ołdak, Michiel Oorsprong, Yang Pan, Anastasia Papachristou, Antonio Percesepe, Maximilian Pfau, Eric A Pierce, Emily Place, Raj Ramesar, Francis Ramond, Florence Andrée Rasquin, Gillian I Rice, Lisa Roberts, María Rodríguez-Hidalgo, Javier Ruiz-Ederra, Ataf H Sabir, Ai Fujita Sajiki, Ana Isabel Sánchez-Barbero, Asodu Sandeep Sarma, Riccardo Sangermano, Cristina M Santos, Margherita Scarpato, Hendrik P N Scholl, Dror Sharon, Sabrina G Signorini, Francesca Simonelli, Ana Berta Sousa, Maria Stefaniotou, Kari Stefansson, Katarina Stingl, Akiko Suga, Patrick Sulem, Lori S Sullivan, Viktória Szabó, Jacek P Szaflik, Gita Taurina, Alberta A H J Thiadens, Carmel Toomes, Viet H Tran, Miltiadis K Tsilimbaris, Pavlina Tsoka, Veronika Vaclavik, Marie Vajter, Sandra Valeina, Enza Maria Valente, Casey Valentine, Rebeca Valero, Sophie Valleix, Joseph Van Aerschot, L Ingeborgh Van Den Born, Mattias Van Heetvelde, Virginie J M Verhoeven, Andrea L Vincent, Andrew R Webster, Laura Whelan, Bernd Wissinger, Georgia G Yioti, Kazutoshi Yoshitake, Juan C Zenteno, Roberta Zeuli, Theresia Zuleger, Chaim Landau, Allan I Jacob, Siying Lin, Frans P M Cremers, Winston Lee, Jamie M Ellingford, David Stanek, Susanne Roosing, Carlo Rivolta

Faculty, Staff and Student Publications

Small nuclear RNAs (snRNAs) combine with specific proteins to generate small nuclear ribonucleoproteins (snRNPs), the building blocks of the spliceosome. U4 snRNA forms a duplex with U6 and, together with U5, contributes to the tri-snRNP spliceosomal complex. Variants in RNU4-2, which encodes U4, have recently been implicated in neurodevelopmental disorders. Here we show that heterozygous inherited and de novo variants in RNU4-2 and in four RNU6 paralogs (RNU6-1, RNU6-2, RNU6-8 and RNU6-9), which encode U6, recur in individuals with nonsyndromic retinitis pigmentosa (RP), a genetic disorder causing progressive blindness. These variants cluster within the three-way junction of the U4/U6 duplex, …

Geospatial Disparities In Adolescent Mental Health Resources: School- And Community-Level Evidence From Travis County, Texas, Sharon V Munroe, Jingjing Gao, Gayla Ferguson, Muinat Abolore Idris, Eric C Jones

Faculty, Staff and Student Publications

Background: Adolescents in the United States face growing mental health challenges, with nearly one in three high school students reporting poor mental health in the past 30 days. Schools increasingly serve as key access points for mental health care. However, geographic disparities in access to school-based mental health services remain underexplored.

Purpose: This study examines the spatial distribution of adolescent mental health resources in Travis County, Texas, and evaluates how school- and community-level factors are associated with the presence of on-site school social workers.

Methods: School locations, enrollment data, and the presence of on-site social workers were mapped and analyzed …

Understanding Ehlers-Danlos Syndrome: A Claims-Based Analysis Of Healthcare Cost Patterns, Samson A Oyediran, Youngran Kim, Zhanna Novikov, Trudy M Krause

Faculty, Staff and Student Publications

Background: Ehlers-Danlos Syndrome (EDS) is a rare connective tissue disorder associated with substantial clinical complexity and healthcare utilization. Despite increasing recognition of EDS, little is known about its economic burden in the United States.

Objective: To assess the all-cause healthcare costs for individuals with newly diagnosed EDS during the pre-diagnosis year and the first 2 years post-diagnosis.

Methods: A retrospective cohort study was conducted using the Merative™ MarketScan® Commercial Claims and Encounters Database (2016-2022). Newly diagnosed patients were identified using ICD-10-CM codes, with the first observed diagnosis defined as the index date. Continuous enrollment for 12 months pre-index and 24 …

Latent Classification Of Time-Dependent Transition Rates In Longitudinal Binary Outcome Data, Joonha Chang, Wenyaw Chan

Faculty, Staff and Student Publications

Continuous-time Markov chain (CTMC) models and latent classification methods are commonly used to analyze longitudinal categorical outcomes in medical research. While CTMC models are popular for their simplicity and effectiveness, their assumption of constant transition rates presents limitations in capturing dynamic behaviors. To address this, non-homogeneous continuous-time Markov chains (NH-CTMCs) have been developed, incorporating time-varying transition rates to enhance model flexibility. In this study, we leverage closed-form transition probabilities for a fully ergodic two-state NH-CTMC model and propose a latent class clustering approach to identify heterogeneous transition rate patterns within the population. We emphasize the potential advantages of these models …

“If He Did It, I Can Do It, Too. I Can Change My Life Around”: The Social Model Of Recovery Within The Context Of Recovery Homes Accepting Residents Prescribed Medications For Opioid Use Disorder, Jodie M Dewey, Kathryn R Gallardo, Meenakshi S Subbaraman, Amy A Mericle

Faculty, Staff and Student Publications

Introduction: This paper provides an in-depth examination of examines four recovery residences, that serve individuals prescribed medications for opioid use disorder (MOUD). The study has two primary aims: first, to deepen understanding of how recovery residences adopt and operationalize Social Model of Recovery principles; and second, to identify gaps in staff integration of residents receiving MOUD-gaps that may either support or undermine the integrity of the social model within these settings.

Methods: We conducted semi-structured interviews with 17 residents receiving MOUD living in four participating recovery homes. The interviews were conducted between August 2022 and January 2024 using a semi-structured …

Corrigendum To 'Continuous Vital Sign Monitoring On Surgical Wards: The Cosmos Pilot, Nikola Anusic, Alper Gulluoglu, Elyad Ekrami, Edward J Mascha, Shuyi Li, René Coffeng, Alparslan Turan, Amber Clemens, Christine Perez, John W Beard, Daniel I Sessler, Cosmos Pilot Investigators

Faculty, Staff and Student Publications

Study objectives: Alerts for vital sign abnormalities seek to identify meaningful patient instability while limiting alarm fatigue. Optimal vital sign alarm settings for postoperative patients remain unknown, as is whether alerts lead to effective clinical responses reducing vital sign disturbances. We conducted a 2-phase pilot study to identify thresholds and delays and test the hypothesis that alerts from continuous monitoring reduce the duration of vital sign abnormalities.

Design: Two-phase pilot.

Patients: 250 adults having major non-cardiac surgery.

Setting: Surgical wards.

Intervention: All patients had routine vital sign monitoring by nurses at 4-h intervals. We initially continuously recorded clinician-blinded saturation, heart …

Pregnancy And Breastfeeding Are Associated With Less Later-Life Cognitive Decline In A Longitudinal, Prospective Cohort, Molly M Fox, Jennifer E Bramen, Dayoon Kwon, Mark A Espeland, Yijia Sun, Li Zhang, Aladdin H Shadyab, Ramon Casanova, Joann E Manson, Marcus Y Chang, Verna R Porter, Leslie V Farland, Qian Xiao, Robert A Wild, Prabha Siddarth, Carolyn J Crandall

Faculty, Staff and Student Publications

Introduction: The brains of female mammals evolved to undergo structural and functional changes during pregnancy and lactation, equipping them for motherhood. However, long-term cognitive health implications of these adaptations in women are poorly understood.

Methods: In the Women's Health Initiative (WHI) Memory Study (WHIMS; n = 7427) and WHI Study of Cognitive Aging (WHISCA; n = 2304), postmenopausal women completed reproductive history interviews, annual global cognitive assessment from mean age 70 for up to 13 years, and multi-domain cognitive testing for up to 8 years.

Results: Each additional month pregnant was associated with higher scores of global cognition. Each additional …

Artificial Light At Night Extends Pollen Season And Elevates Allergen Exposure, Brandt Geist, Lin Meng, Daniel S W Katz, Huidong Li, Franz Hölker, Qian Xiao

Faculty, Staff and Student Publications

Artificial light at night (ALAN), a growing environmental stressor in urban ecosystems, disrupts natural light-dark cycles and alters plant phenological events such as leaf-out and flowering. However, the extent to which ALAN influences airborne pollen season timing and exacerbates allergy-related health risks remains largely understudied. This study investigates how ALAN influences the timing and duration of the airborne pollen season across the Northeastern United States from 2012 to 2023 and the consequences of allergenic pollen exposure. Using daily pollen concentrations from the National Allergy Bureau, ALAN data from the Visible Infrared Imaging Radiometer Suite product, and gridded Daymet climate data, …

Plasma Proteomic Profile Of Dietary Potassium And Incident Ckd, Jiaqi Yang, Lauren Bernard, Jingsha Chen, Valerie K Sullivan, Bing Yu, Eugene P Rhee, Paul A Welling, Casey M Rebholz

Faculty, Staff and Student Publications

Background:: There is a need for objective biomarkers of dietary potassium. The mechanisms through which dietary potassium influences kidney health are incompletely understood.

Methods:: Atherosclerosis Risk in Communities study participants at visit 3 (1993–1995) with dietary and proteomics data were randomly divided into discovery (N=6,814) and replication (N=3,380) sets. We examined associations between dietary potassium and 4,955 aptamers using multivariable linear regression, adjusting for sociodemographic factors, health behaviors, and estimated glomerular filtration rate, with a false discovery rate of 0.05. Then, we tested the prospective associations between potassium-related proteins and incident chronic kidney disease (CKD).

Results:: …

Examining Tobacco Prevention And Cessation Among Dental Students In Southern Italy, Olga Di Fede, Samuel Tundealao, David Okuji, Gaetano La Mantia, Irene Tamí-Maury

Faculty, Staff and Student Publications

Background: Previous studies have reported that tobacco use among healthcare providers (HCPs) has a negative impact on their beliefs and attitudes toward tobacco prevention and control measures. However, little is known about these among Italian dental students. Therefore, this single-site study examined tobacco use behaviors and the knowledge, attitudes, and perceptions of dental students at a public university in Southern Italy regarding tobacco prevention and control.

Methods: A cross-sectional study through an online survey was conducted among 115 students aged 18 + years enrolled in dentistry and dental hygiene programs at a Southern Italy university. Chi-squared, Fisher's, t-tests, and …

Adapting A Smartphone-Based Auricular Point Acupressure Self-Management Program For Rural Chronic Musculoskeletal Pain: Qualitative Study, Jungkyung Min, Peiyin Hung, Jane N Bolin, Rupsikha Bora, Sarah Pace, Patricia Pitones, Hulin Wu, Jennifer Kawi

Faculty, Staff and Student Publications

Background: Chronic musculoskeletal pain is more prevalent in rural areas where access to pain interventions, including complementary approaches like Auricular Point Acupressure (APA), remains limited. APA is a non-invasive, needle-free approach, and its smartphone-based self-management delivery model has not been optimized for rural contexts.

Objectives: To explore the perspectives of rural partners on adapting a smartphone-based Auricular Point Acupressure-Self-Management (APA-SM) program to better meet rural needs. Study objectives were to: (1) refine the APA-SM program for rural adults, (2) identify implementation barriers, (3) understand practice workflows and engagement, and (4) identify strategies to integrate the APA-SM program into rural pain …

Subgroup Identification Of Disparities In Buprenorphine Discontinuation In Opioid-Use Disorder: A Virtual Twins Machine Learning Approach Using Nationwide United States Claims Data, 2006–2022, Kehe Zhang, Paula A Jaimes-Buitron, Wanru Guo, Yanmin Gong, Yuanxiong Guo, Carolina Vivas Valencia, Cici Bauer

Faculty, Staff and Student Publications

Buprenorphine retention is crucial for effective treatment of opioid use disorder (OUD), yet disparities in treatment discontinuation persist. This study aims to identify and quantify disparities in buprenorphine treatment retention using a machine learning framework adapted from Virtual Twins approach focusing on disparities related to sex, age, insurance type, geographic region, mental health status and community-level Social Vulnerability Index (SVI). Using a nationwide longitudinal cohort, we applied a two-stage machine learning approach. In Stage one, we trained classification models to estimate the counterfactual differences in treatment discontinuation across disparity types. Model performance was assessed using C-statistics and precision-recall curve. In …

Improving Overall Risk Ranking Via Subgroup-Level Information Borrowing In Survival Risk Stratification, Tia S Thomas, Jing Ning, Ruosha Li

Faculty, Staff and Student Publications

Effective risk stratification is essential for providing tailored therapies, improving patient outcomes, and optimizing healthcare resources by identifying sub-populations with similar health risks. However, accurate risk ranking is challenging in the presence of heterogeneous subgroups. Under these instances, subgroup-level information can be leveraged to refine the overall risk ranking. We propose a novel approach that integrates within-subgroup risk ranking percentiles to enhance the overall cohort risk stratification. This method uses both a global model and subgroup-specific models along with optimized weights to improve discriminatory performance across the entire cohort. The proposed method is validated through extensive simulations and applied to …

A Qualitative Examination Of Human Papillomavirus Vaccine Access, Beliefs, And Behaviors Among Adult Males Aged 18–35: Applying The Health Stigma And Discrimination Framework, Jacquelin I Cordero, Louis D Brown, Jesús M Alemán, María E Fernández, Serena A Rodríguez, Eva M Moya

Faculty, Staff and Student Publications

Background: Males, who disproportionately account for 83% of oropharyngeal cancer cases, are underrepresented in health promotion research, including human papillomavirus (HPV) vaccination studies. The initial exclusion of males in HPV vaccine research, policies, and interventions has negatively affected male vaccine uptake. Furthermore, stigma, a well-documented barrier to healthcare engagement, has been overlooked in HPV vaccination behaviors. This study aimed to provide a more contextualized understanding of HPV vaccine disparities among adult males by applying the Health Stigma and Discrimination Framework (HSDF) to examine how stigma is produced, enacted, and sustained across social systems, which may impact male vaccine uptake.

Methods: …

The Longitudinal Effect Of Repetition And Practice On The Accuracy Of Lay Anal Examinations For Detecting Perianal And Anal Canal Abnormalities: A Prospective Study, Alan G Nyitray, Timothy L Mcauliffe, Jenna Nitkowski, Cameron Liebert, Michael D Swartz, Ashish A Deshmukh, Jared Kerman, Ellen Almirol, John A Schneider, J Michael Wilkerson, Lu-Yu Hwang, Derek Smith, Duo Yu, Aniruddha Hazra, Elizabeth Y Chiao

Faculty, Staff and Student Publications

Background: While anal cancer screening is now recommended in several countries for high-incidence populations, barriers impede screening uptake. It is well known that patient recognition of symptoms increases cancer screening uptake, and we previously demonstrated that patients can detect small masses at the perianus and in the anal canal. In this current analysis, we aimed to longitudinally assess the effect of repetition and practice on patient self-recognition of small masses.

Methods: Individuals and couples of sexual minority men and transgender women were taught to conduct an anal self-examination or anal companion examination (ASE/ACE) at visit 1 and then randomized to …

Dupilumab For Patients With Allergic Fungal Rhinosinusitis, Amber U. Luong, Joshua M. Levy, Sarah K. Wise, Joseph K. Han, Mamoru Yoshikawa, Luo Zhang, Rodney Schlosser, Prerna Ranganathan, Paula Dakin, Jennifer Maloney, George D. Yancopoulos, Andrew P. Fontenot, Neelam A. Phadke, Lacey R. Robinson

Department of Otolaryngology (ENT) Faculty Publications

Background

Allergic fungal rhinosinusitis (AFRS) is a severe subtype of chronic rhinosinusitis characterized by fungal hypersensitivity and accentuated type 2 inflammation. Dupilumab-a fully human monoclonal antibody blocking interleukin-4/13, approved for type 2 inflammatory diseases, including chronic rhinosinusitis with nasal polyps-may benefit patients with AFRS.

Objective

We sought to understand the effect of dupilumab in AFRS

Methods

In this phase 3 trial, patients with AFRS aged ≥6 years were randomized to dupilumab or matched placebo for 52 weeks. The primary end point was Lund-Mackay computed tomography (LMK-CT) score, quantifying sinus opacification, at 52 weeks. Secondary end points were multiplicity-controlled and hierarchically …

Dengue Fever With Normal Platelet Count In A Patient With Β-Thalassemia Trait: A Case Report., Pankaj Kumar Jain, Manoj Seval, Vikas Meena, Rajesh Kumar Yadav

Digital Journal of Clinical Medicine

Dengue fever is an arboviral infection caused by different serotypes of the dengue virus. Generally, it presents with a wide variety of symptoms ranging from undifferentiated fever to dengue shock syndrome associated with thrombocytopenia and hemoconcentration. But in patients with thalassemia, it presents with anemia due to hemolysis, rather than hemoconcentration. Here we present a case of an 18-year-old female diagnosed with Dengue fever with thalassemia trait, who presented with a normal platelet count and moderate microcytic anemia.

Limitations Of Plasma Exchange In Yellow Phosphorus-Induced Acute Liver Failure: A Case Report, Vihitha Vunnam, Swathi B.S

Digital Journal of Clinical Medicine

Yellow phosphorus is a highly toxic compound commonly used in rodenticides and is associated with significant morbidity and mortality following ingestion. Toxicity typically evolves through an initial gastrointestinal phase, a deceptive latent period, and a final phase characterized by fulminant hepatic failure and multiorgan dysfunction. We report the case of an 18-year-old male who intentionally ingested two tubes of Ratol containing 3% yellow phosphorus. After initial vomiting and transient clinical stability, he developed rapidly progressive acute liver failure with severe coagulopathy, conjugated hyperbilirubinemia, hepatic encephalopathy, acute pancreatitis, pancytopenia, acute kidney injury, metabolic derangements, and recurrent hypoglycemia. Serial laboratory trends demonstrated …