Public Health Commons^™

Immunogenomic Diversity Of Triple-Negative Breast Cancers In Obese And Non-Obese Black And White Women, Fokhrul Hossain, Denise Danos, Jovanny Zabaleta, Xiao-Cheng Wu, Luis Del Valle, Chindo Hicks, Jiande Wu, Jerneja Tomsic, Susan Neuhausen, Yuan Chun Ding, Kavitha Mukund, Zahra Mesrizadeh, Shankar Subramaniam, Augusto Ochoa, Victoria Seewaldt, Lucio Miele

School of Medicine Faculty Publications

Racial disparities in incidence and outcomes of triple-negative breast cancer (TNBC) have been attributed to ancestry, socioeconomic factors and/or obesity. We studied 253 TNBCs from 128 Black and 125 White women. Arms were balanced for age, AJCC stage, histological grade and molecular subtypes, and differed significantly in BMI distribution, obesity, and Area Deprivation Index. We examined survival rates, whole-transcriptome RNASeq and genetic ancestry. In our sample, Black race or obesity were not intrinsically predictive of poor outcomes. TNBC molecular portraits varied with stage and biological aggressiveness, irrespective of race. We identified a novel group of TNBCs with a distinctive luminal-like …

People Living With Hiv Became Influencers On Social Media: Breaking The Stigma, Charisma Asri Fitrananda, Yogi Muhammad Yusuf, Qisthy Rabathy, Yusuf Bahtiar

JURNAL KOMUNIKASI INDONESIA

This study examines the differences in stigma experienced by people living with human immunodeficiency virus (PLHIV) on social media and in broader Indonesian society. When PLHIV disclose their HIV-positive status on social media and attempt to break the stigma by becoming social media influencers, they receive both supportive and critical responses. Negative reactions arise when they are perceived as promoting risky activities, as burdens to the state, or when they face challenges securing sponsorship for their initiatives. This research employs a case study approach to explore the experiences of PLHIV use social media influence as a means to counter HIV-related …

Preclinical Efficacy Of Tasquinimod-Based Combinations In Advanced Myeloproliferative Neoplasms In Blastic Phase, Warren Fiskus, Lucia Masarova, Christopher P Mill, Christine E Birdwell, Kaberi Das, Hanxi Hou, John A Davis, Antrix Jain, Anna Malovannaya, Taghi Manshouri, Andrew Dunbar, Surbhi Sharma, Tapan M Kadia, Courtney D Dinardo, Prithviraj Bose, Naveen Pemmaraju, Sanam Loghavi, Xiaoping Su, Raajit K Rampal, Marie Törngren, Kapil N Bhalla

Faculty, Staff and Students Publications

The alarmins, S100A8 (A8) and S100A9 (A9), are low molecular weight proteins belonging to the S100 protein family. A8 and A9 are secreted into the extracellular space and plasma, in which they interact with Toll-like receptor 4, receptor for advanced glycation end products, and CD33. In these studies, we determined the preclinical efficacy of tasquinimod (TQ) against advanced myeloproliferative neoplasm (MPN) cell lines and patient-derived (PD) CD34+ blastic phase (BP; >5% blasts in the peripheral blood) MPN cells. TQ induced loss of viability in cell lines and PD MPN-BP cells, but not in normal CD34+ progenitor cells. In TQ-treated PD …

‘In Texas, Everybody Wants Antibiotics’: Reducing Inappropriate Antibiotic Expectations And Use With A Provider-Patient Communication Tool In Primary Care, Ashley Collazo, Paige Wermuth, Johanan Luna Rodriguez, Kiara Olmeda, Azalia Mancera, Fabrizia Faustinella, Michael K Paasche-Orlow, Roger Zoorob, Barbara Wells Trautner, Larissa Grigoryan

Faculty, Staff and Students Publications

Background/objective: Patients often expect antibiotics for self-limiting diseases, pressuring providers to prescribe antibiotics unnecessarily. These expectations also contribute to the unsafe practice of taking antibiotics without a prescription (non-prescription use), such as pills retained from prior prescriptions or antibiotics from non-medical sources. Previous work shows that non-prescription use is due to strong, widely held misconceptions regarding the curative power of antibiotics. To reduce unnecessary use of antibiotics, we developed and pilot-tested a patient-focused, bilingual (English and Spanish) educational tool with patient and provider stakeholder input. The tool, a trifold brochure, included information on safe antibiotic use, potential antibiotic harms and …

Assessing The Role Of Social Media As A Complementary Source In Pharmacovigilance: Insights From Faers, X (Formerly Twitter), And Askapatient Data Across Multiple Drug Classes, Nwanneka Okere

Dissertations

Background: Adverse drug reactions (ADRs) pose significant public health challenges yet remain substantially underreported in traditional pharmacovigilance systems. Social media platforms and patient-reported outcome forums have emerged as potential complementary sources for capturing real-time patient experiences with medications, but their integration with established surveillance systems remains underexplored.

Purpose: This study examined ADR reporting patterns across FDA Adverse Event Reporting System (FAERS), X (formerly Twitter), and Askapatient to evaluate whether patient-generated digital data can complement traditional pharmacovigilance systems for enhanced drug safety monitoring.

Methods: An explanatory sequential mixed-methods design analyzed 107,753 reports representing 289,740 individual ADR occurrences for …

[Kyda] The Role Of Human Movement On The Spread Of Mosquito-Borne Diseases, Omar Saucedo

Annual Symposium on Biomathematics and Ecology Education and Research

No abstract provided.

Shape: Spatial Health And Population Estimator, Emma M. Von Hoene, Aanya Gupta, Hamdi Kavak, Amira Roess, Taylor Anderson

Annual Symposium on Biomathematics and Ecology Education and Research

No abstract provided.

Multi-Resolution Graph Neural Networks For Spread Prediction, Petr Kisselev

Annual Symposium on Biomathematics and Ecology Education and Research

No abstract provided.

Delayed Adaptive Behavior Modulates Waves In Epidemic Models, Md Shahriar Mahmud, Solomon Eshun, Claus Kadelka, Baltazar Espinoza

Annual Symposium on Biomathematics and Ecology Education and Research

No abstract provided.

Metapopulation Model To Evaluate C.Difficile Potential Vaccine Interventions., Archana Neupane Timsina

Annual Symposium on Biomathematics and Ecology Education and Research

No abstract provided.

Multivariate Longitudinal Mean-Covariance Graphical Models, Priya Kohli Prof.

Annual Symposium on Biomathematics and Ecology Education and Research

No abstract provided.

A Novel Mathematical Model Of Oropouche Virus Transmission Dynamics, Darsh Gandhi, Carli Peterson, Emma Slack, Elizabeth Rubio, Amira Claxton, Christopher M. Kribs

Annual Symposium on Biomathematics and Ecology Education and Research

No abstract provided.

Social Determinants Of Health Patterns In Children With Severe Disease Due To Sars-Cov-2 Infection-An Exploratory Approach, Joshua Prabhu, Sebastian Acosta, Fabio Savorgnan, Ananth V Annapragada, Usha Sethuraman

Faculty, Staff and Students Publications

Background/Objectives: Research on the association of adverse social determinants of health (SDOH) with severe pediatric coronavirus disease (COVID-19) is limited. We examined associations between SDOH patterns and COVID-19 severity in children.

Methods: We conducted a prospective, observational study of children (< 18 years) with symptomatic SARS-CoV-2 infection evaluated in an urban pediatric emergency department (March 2021-April 2022) in Detroit, Michigan. Caregivers completed a 34-item survey based on the Healthy People 2030 framework. Severe disease was defined as the occurrence of respiratory/cardiac failure or death within four weeks of diagnosis. Continuous and categorical variables were described using medians and percentages, respectively. Associations between disease severity and risk factors were determined using chi-square tests. Association rule mining was used for feature selection, followed by multivariate logistic regression.

Results: We analyzed data from 354 children [6-12 years: 31.1%, Female: 51.1%, Black: 59%, not Hispanic: 84.7%, public insurance: 77.1%, chronic condition: 27.4%]. Of the total, 113 children had severe disease. Most caregivers were 30-44 years old (53.1%), had less than a college degree (70.4%), and income < USD 50,000 (75.2%). Adverse SDOH reported included food/housing insecurity (24.6%), no support (64.7%), unmet childcare needs (35.9%), and lack of transportation (12.7%). After controlling for age, sex, medical history, income, and obesity, severe disease was associated with caregiver use of drugs/alcohol (OR:5.92, p < 0.001) and social discrimination/lack of support (OR: 1.74, p = 0.030).

Conclusions: Two SDOH patterns (caregiver use of drugs/alcohol …

Use And Reporting Of Intervention Mapping For Adaptation: A Systematic Review Protocol, Eunyoung Kang, Hugo R Sánchez-Blas, Elizabeth O Obekpa, Maria E Fernandez

Faculty, Staff and Student Publications

Introduction: Intervention adaptation is likely to occur to some extent when implementing interventions in new implementation contexts. Using systematic frameworks can guide intentional and effective adaptation processes. Intervention Mapping for Adaptation (IM-ADAPT) is a framework that offers step-by-step guidance for systematic, theory-based intervention adaptation. Despite the increasing use of IM-ADAPT, there is limited understanding of the contexts in which it has been applied and how effectively it is used and reported. Addressing this knowledge gap can improve current adaptation practices and inform future enhancements of the IM-ADAPT framework and the broader science of intervention adaptation. This review aims to (1) …

[Project Insight] [Foag] Data-Driven Machine Learning Approaches To Modeling Pertussis Vaccine Scare Behavior, Gleb Gribovskii

Annual Symposium on Biomathematics and Ecology Education and Research

No abstract provided.

The Impacts Of Metapopulation Structure On Infectious Disease Dynamics, Éowyn M. Poplawski, David Brown

Annual Symposium on Biomathematics and Ecology Education and Research

No abstract provided.

Perceived Risks, Reasons For Use, And Barriers To Cessation Among Youth Who Use Multiple Tobacco Products, Sierra L. Patterson, Isabellle Duguid, Sonia A. Clark, Seth M. Noar, Allison J. Lazard, Jim F. Thrasher Ph.D., Ma, Ms, Adam O. Goldstein, Sarah D. Kowitt

Faculty Publications

Background

Many interventions aim to reduce youth tobacco use, but few have focused on youth who use multiple tobacco products (MTPs). This qualitative study sought to understand how youth who use MTPs view tobacco product risks, describe reasons for MTP use, and perceive barriers and facilitators to cessation.

Methods

We conducted seven virtual focus groups with 30 US youth ages 14–20 years who reported using e-cigarettes and smoking a combustible tobacco product in the past 30 days. We used a semi-structured focus group guide to ask youth about perceived health risks of tobacco products, reasons for MTP use, and thoughts …

Finding Solutions: Meeting Essential Needs To Overcome Health And Educational Inequities Among College Students, Nicholas Freudenberg, Rashida Crutchfield

Publications and Research

Many economic, academic, and social factors influence college completion, and scholars have documented that a significant cause of students leaving school before graduation is that many do not have their basic needs for food, housing, and health care met. These barriers undermine their academic success by forcing students to reduce the time spent on their studies, work more hours, or stop out of school to support themselves or their families. Unmet essential needs jeopardize academic and life success for students in higher education across the United States and widen racial/ethnic and class inequities in college completion and health. Our review …

Standardizing And Scaffolding Health Care Ai-Chatbot Evaluation: Systematic Review., Yining Hua, Winna Xia, David Bates, George Hartstein, Hyungjin Tom Kim, Michael Li, Benjamin Nelson, Charles Stromeyer Iv, Darlene King, Jina Suh, Li Zhou, John Torous

Department of Psychiatry and Human Behavior Faculty Papers

BACKGROUND: Health care chatbots are rapidly proliferating, while generative artificial intelligence (AI) outpaces existing evaluation standards.

OBJECTIVE: We aimed to develop a structured, stakeholder-informed framework to standardize evaluation of health care chatbots.

METHODS: PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analyses)-guided searches across multiple databases identified 266 records; 152 were screened, 21 full texts were assessed, and 11 frameworks were included. We extracted 356 questions (refined to 271 by deduplication and relevance review), mapped items to Coalition for Health AI constructs, and organized them with iterative input from clinicians, patients, developers, epidemiologists, and policymakers.

RESULTS: We developed the Health …

The Association Between Physical Activity, Sedentary Time, And Sleep With Risk Of Hepatocellular Carcinoma In Patients With Cirrhosis, Samuel Ma, Yossef Alsabawi, Fasiha Kanwal, Hao Duong, Laith Elserag, Amit G. Singal, Nicole E. Rich, Saira Khaderi, Sumeet K. Asrani, Hashem B. El-Serag, Aaron P. Thrift

School of Medicine Publications

Background: The majority of hepatocellular carcinoma (HCC) cases arise in patients with cirrhosis, with known major risk factors of hepatitis B (HBV) or C (HCV) infection, metabolic dysfunction-associated steatotic liver disease (MASLD), and alcohol-associated liver disease (ALD). However, the impact of additional risk factors that act independently or jointly on the pathogenesis of HCC in cirrhosis patients is unknown. The aim of this study was to determine whether sleep, sedentariness, or physical activity levels play a role in the progression of cirrhosis to HCC.

Methods: We systematically collected data on sleep, sedentary time, and physical activity from the ongoing prospective …

Pathways And Challenges In The Clinical Translational Of Radiopharmaceuticals For Pediatric Investigations, Erik Stauff, Hanieh Karimi, Heidi H. Kecskemethy, Thomas H. Shaffer, Reza Vali, Lauren W. Averill, Xuyi Yue

Department of Radiology Faculty Papers

Radiopharmaceutical development and clinical translation face numerous scientific, ethical, and regulatory challenges, particularly within the pediatric population. Although molecular imaging holds significant promise for improving diagnosis and treatment across a spectrum of diseases, including pediatric-specific conditions like Kawasaki disease, autism spectrum disorders, attention-deficit/hyperactivity disorder, and neuroblastoma, the path from discovery to clinical application remains problematic. The U.S. Food and Drug Administration (FDA) provides three primary pathways-traditional Investigational New Drug (IND) applications, exploratory Investigational New Drug application (eIND), and the Radioactive Drug Research Committee (RDRC) mechanism-to facilitate clinical translation of radiotracers. However, these frameworks are not specifically tailored to pediatric needs. …

Applying The One Health Approach To Study The Policy And Institutional Determinants To Control And Prevent Zoonoses In A Low-Resource Setting, Lisset Dumet, Erin S. Kenzie, Veronika Merino, Vanessa Cruz, Ruth Atto, Percy Vilchez, Seth O'Neal, Julia Goodman

OHSU-PSU School of Public Health Faculty Publications and Presentations

Zoonoses - diseases transmitted between animals and people - disproportionally affect low-resource countries (LRCs). The complex nature of zoonoses adds substantial barriers to implementing multisectoral policies to address them. Research on the policy process could help illuminate the significant factors influencing policy change among the complex systems involved in managing zoonoses. We applied the One Health (OH) approach to describe the policy process among the systems involved in preventing and controlling zoonoses in Peru. The study's purpose is to (1) describe the priority-making process and the driving or limiting factors, (2) describe the process for selecting policy solutions and (3) …

Use Of An Expert Panel For Symptomatic Patients With Grade I Degenerative Lumbar Spondylolisthesis: A Randomized Clinical Trial, Zoher Ghogawala, Tasneem Rizvi, Zhibang Lin, Adam Kanter, Praveen Mummaneni, Erica Bisson, Todd Albert, Daniel Resnick, Michael Wang, Steven Glassman, David Polly, Mohamad Bydon, Subu Magge, Luis Tumialan, Michael Fehlings, Michael Steinmetz, Robert Whitmore, Vedantam Rajshekhar, James Harrop, Roger Härtl, Elnasri Ahmed, Dom Coric, Paul Mccormick, Richard Assaker, Abdul Msaddi, Langston Holly, Yoshiharu Kawaguchi, Asdrubal Falavigna, Fred Barker, Edward Benzel

Department of Neurosurgery Faculty Papers

BACKGROUND AND OBJECTIVES: The appropriate utilization of lumbar fusion when performing laminectomy for lumbar spondylolisthesis is uncertain. The objective was to determine whether the use of a surgical expert review panel recommending fusion might improve patient selection, possibly reducing surgical failures.

METHODS: Randomized clinical trial of patients with symptomatic degenerative lumbar stenosis with spondylolisthesis enrolled from 14 North American hospitals was conducted with patients randomized to receive an expert panel review of their case or not. Spinal expert review consisted of 10 to 15 surgeons' review of patient images and clinical data with voting on the appropriateness of fusion. Primary …

Google Search Trends And Their Correlation With Covid-19 Cases And Vaccination Rates In Austria, Stefanie Wendell

Walden Dissertations and Doctoral Studies

Timely digital surveillance is essential because clinical reporting often lags. This quantitative, longitudinal correlational study tested whether weekly Google searches in Austria signal changes in COVID-19 cases and vaccination uptake, and short-term case-vaccination dynamics, guided by Rogers’ Diffusion of Innovations Theory. Weekly Google Trends indices (0-100) and nationally reported surveillance totals (weekly counts of new cases and vaccine doses) were aggregated; cases: N = 175 weeks (Feb 2020–Jun 2023); vaccinations: N = 132 weeks (Dec 2020–Jun 2023). Time series correlations and lagged growth models showed that symptom-related searches consistently rose 1 week before reported cases (Δlog cases_t on Δlog searches_{t−1}: …

Mutant P53 Variants Differentially Impact Replication Initiation And Activate Cgas-Sting To Affect Immune Checkpoint Inhibition, Kang Liu, Lidija A Wilhelms Garan, Fang-Tsyr Lin, Weei-Chin Lin

Faculty, Staff and Students Publications

Prior research shows that Akt-dependent phosphorylation of TopBP1 in S phase results in the switch of TopBP1/Treslin binding to TopBP1/E2F1 binding, which is important to prevent replication re-initiation in late S and G2 phases. Here, we demonstrate that contact, but not conformational, mutant p53 can override this switch by binding to both TopBP1 and Treslin, thereby facilitating persistent TopBP1/Treslin interaction in late S and G2 phases, which ultimately leads to over-firing of replication initiation. This increases micronuclei formation, which is further enhanced by genotoxic stressors such as doxorubicin, PARP inhibitors, or ATR inhibitors. Consequently, contact mutant p53 increases the sensitivity …

Circulating Levels Of Insulin-Like Growth Factor I (Igf-I) And Risk Ofmultiple Myeloma: An Observational And Mendelian Randomisation Study, Yolanda Benavente, Sara Hermosa, Nikos Papadimitriou, Alyssa I. Clay-Gilmour Ph.D., Elizabeth E. Brown, Jonathan N. Hofmann, Nathaniel Rothman, Qing Lan, Sonja I. Berndt, Demetrius Albanes, Mark Purdue, Mitchell J. Machiela, Stephen J. Chanock, Parveen Bhatti, Wendy Cozen, Aaron Norman, Susan L. Slager, James R. Cerhan, Vincent Rajkumar, Shaji J. Kumar, Et. Al.

Faculty Publications

Evidence for an association between insulin-like growth factors (IGF) and multiple myeloma (MM) is inconsistent. We examined total IGF-I concentrations and risk of MM by combining baseline serological data among UK Biobank participants (n = 444 187; 732 incident MM) with a two-sample Mendelian randomisation (MR) analysis using identified genetic variants associated with circulating total IGF-I and IGF-binding protein 3 (IGFBP-3) in the InterLymph consortium (2434 MM and their 2567 controls). Finally, additional lymphoid neoplasm (LN) subtypes were included for comparison with the main hypothesis. Circulating IGF-I level was positively associated with MM risk Hazard ratio-HR-per one standard deviation-SD-increase …

The Barriers And Facilitators Of Maternal Influenza Vaccination, Rashida Karida Jones

USF Tampa Graduate Theses and Dissertations

Influenza remains a leading cause of morbidity and mortality in the United States, with Black individuals disproportionately affected. Pregnant women are particularly vulnerable due to their modulated immune state, placing them at increased risk of complications, hospitalization, and intensive care admission. Despite strong evidence supporting the safety and efficacy of maternal seasonal influenza vaccination (SIV), uptake remains suboptimal. This study employed a multi-method design to identify barriers and facilitators of maternal SIV uptake, with a particular focus on racial disparities.

Quantitative analyses utilized the Florida Pregnancy Risk Assessment Monitoring System (FL PRAMS) dataset from the years 2018–2022. In the fully …

Implementing Diabetes Education And Prevention Protocol, Lilyanna B. Conkle, Alyssa M. Woodall

Scholars Week

This Evidence-Based Practice project proposes the implementation of a diabetes education and prevention protocol in school systems to address the rising prevalence of diabetes among students. The initiative includes mandatory pre-academic year training for school staff to improve recognition and response to diabetes related emergencies. To support school nurses, often the sole healthcare provider on campus; a mobile app will be introduced to alert personnel during emergencies and provide evidence-based intervention steps. This approach aims to enhance student safety, improve health outcomes, and ensure timely, coordinated care.

Advancing Children's Mental Health In Nevada, Kelliann Beavers, Christopher Kearney

Lincy Institute Events

Nevada ranks 51st nationally in youth mental health access and services, underscoring persistent shortages and disparities across the state. Nearly one in four youths aged 12–17 (23.5%) experienced a major depressive episode in the past year, and 73% did not receive treatment. Approximately 34,000 Nevada youths have reported suicidal thoughts—an urgent call for prevention and coordinated support.

During the 2024–2025 school year, 31.3% of Clark County School District students were chronically absent (missing 10% or more of school days), a challenge closely linked to mental health struggles and socioeconomic barriers.

This community forum provided an opportunity to generate dialogue and …

Examining Longitudinal Associations Between Polysubstance Use And Firearm-Related Risk Behaviors From Adolescence Into Emerging Adulthood: A Group-Based Multi-Trajectory Modeling Approach, Mike Henson-Garcia, Sitara M Weerakoon, Melissa Peskin, Elizabeth Baumler, Alexander Testa, Lauren Malthaner, Yu Lu, Jeff R Temple

Faculty, Staff and Student Publications

Introduction: Firearm access and associated risk behaviors (i.e., firearm storage and carriage) are established factors that increase the risk of firearm-related injuries. While extant research has demonstrated associations between singular substance use and these risks, little is known regarding the impact of polysubstance use on these outcomes. The present study aims to investigate the relationships between polysubstance use in adolescence and four specific firearm-related risks manifesting in emerging adulthood.

Methods: Ten years of annual data from a cohort of 1,042 adolescents initially aged 13-18 years were analyzed to identify polysubstance use trajectories and their associations with firearm-related behaviors in emerging …