Public Health Commons^™

Utilizing Machine Learning Techniques For Computer-Aided Covid-19 Screening Based On Clinical Data, Honglun Xu, Andrews T. Anum, Michael Pokojovy, Sreenath Chalil Madathil, Yuxin Wen, Md. Fashiar Rahman, Tzu-Liang Bill Tseng, Scott Moen, Eric Walser

Engineering Faculty Articles and Research

The COVID-19 pandemic has highlighted the importance of rapid clinical decision-making to facilitate the efficient usage of healthcare resources. Over the past decade, machine learning (ML) has caused a tectonic shift in healthcare, empowering data-driven prediction and decision-making. Recent research demonstrates how ML was used to respond to the COVID-19 pandemic. This paper puts forth new computer-aided COVID-19 disease screening techniques using six classes of ML algorithms (including penalized logistic regression, random forest, artificial neural networks, and support vector machines) and evaluates their performance when applied to a real-world clinical dataset containing patients’ demographic information and vital indices (such as …

Factors Affecting The Level Of Grief Experienced By Men Whose Female Partner Died In The United States, Keona C. Lee

Walden Dissertations and Doctoral Studies

Grief is an emotional reaction to the loss of a loved one through death. Although grief is a universal human experience, its perspective is unique, and research has often ignored the varied experiences of racial/ethnic and cultural groups, particularly men of color in the United States. The purpose of this quantitative study was to measure the level of grief experienced by men whose female partner died and to determine whether ethnicity, having a prior mental health diagnosis, social support, and traumatic or anticipated loss significantly impacted their level of grief. The study was guided by the social-ecological model to explain …

Multiple Myeloma Risk Linked To Dna Damage Response Genes, Michael Conry, Irina Ostrovnaya, Yelena Kemel, Saloni Sinha, Linda B. Baughn, Brian Avery, Kylee Maclachlan, Victoria Groner, Lauren Banaszak, Aaron Norman, Nicholas J. Boddicker, Alyssa I. Clay-Gilmour Ph.D., Shaji Kumar, Ellen Kim, Sita Dandiker, Mitul Waghmare, Susan Slager, Douglas Sborov, Judy Garber, Elizabeth E. Brown, Michelle Hildebrandt, Et. Al.

Faculty Publications

Background DNA damage response genes (DDRG), implicated in several cancers as both predisposing risk factors as well as biomarkers for aggressiveness, have not been fully explored in multiple myeloma (MM).

Methods Herein, we analyzed disease associations of pathogenic variations in nine putative candidate genes using 3 446 MM cases and 323 233 cancer-free controls.

Results Increased MM risk was found to be associated with inherited rare pathogenic mutations in TP53, ATM, CHEK2, KDM1A, and ARID1A, with an enrichment of these variants among individuals with early onset or family history of MM. Individuals with TP53 or ATM germline mutations are also …

Optimal Intervention Strategies In Age-Structured Sirvd Model: Epidemiological And Economic Analysis Of Covid-19 In Korea, Joon Chun, Melisa Hendrata

Spora: A Journal of Biomathematics

This study employed an age-structured Susceptible-Infected-Recovered-Vaccinated-Deceased (SIRVD) model to design optimal COVID‑19 intervention strategies by integrating epidemiological dynamics with economic costs. Using empirical data from South Korea, we estimated transmission parameters and analyzed quarantine-based non-pharmaceutical interventions (NPIs) alongside targeted vaccination scenarios. Our results indicated that a stronger form of mild NPI (upper range of Level I), when combined with targeted vaccination that prioritized seniors, achieved substantial reductions in infection peaks and overall economic burden. These findings underscore the effectiveness of age-specific strategies in epidemic management and offer critical insights for policymakers seeking balanced, resource-efficient approaches.

West Nile Virus Transmission Suitability Modeling For Culex Pipiens Via Temperature And Humidity, Hunter Jones, David Brett-Major, Joseph R. Fauver, Yeongjin Gwon, Jesse E. Bell

Journal Articles: Epidemiology

West Nile Virus (WNV) is the leading cause of mosquito-borne disease in the United States, yet predicting its transmission remains a significant challenge for public health officials. Many studies use correlative statistical models to predict disease cases using temperature and humidity, but accessible mechanistic approaches that simulate mosquito behavior traits can capture more of the transmission process. This study adapts an existing R-language package, the Mosquito-borne Viral Suitability Estimator (MVSE), which was created to model Aedes aegypti mosquito transmission of dengue, and tunes it to Culex pipiens transmission of WNV. Equations for mortality, biting rate, and incubation period were updated, …

Factors Affecting Detection And Quantification Of Schistosoma Haematobium Eggs In Pooled Urine Samples, Abraham Degarege, Bruno Levecke, Christopher R. Bilder, David Brett-Major, Abebe Animut, Yohannes Negash, M. Jana Broadhurst, Tzeyu L. Michaud, Berhanu Erko

Journal Articles: Epidemiology

BACKGROUND: Building on our previous work showing that pooled urine testing can rapidly detect Schistosoma haematobium infections but has limited sensitivity in low-intensity settings or with large pool sizes, this study evaluated how urine volume, pool size, infection intensity, and diagnostic method affect the detection and quantification of S. haematobium eggs in pooled samples.

METHODS: Between July 2022 and April 2023, 2,134 urine samples from school-age children living in three regional states of Ethiopia were individually examined by deploying urine filtration microscopy (UFM). Subsequently, 5, 10, 20 and 40 individual samples were strategically pooled and examined by deploying UFM and …

Trends Among Suspected Opioid Overdose Emergency Medical Service (Ems) Incidents In Georgia From 2019-2023, Ashton Harris

College of Graduate Studies: Theses & Dissertations

Opioid overdoses remain a problem in the United States, underscoring the need for additional surveillance tools to monitor trends in opioid overdoses. Emergency Medical Services (EMS) data is a timely surveillance method that captures more potential overdoses than hospitals by representing the pre-hospital setting. Research questions in the study assess EMS responses to suspect opioid overdose incidents from 2019-2023 in Georgia to encompass the following characteristics: timeframe (pre, during, post-pandemic), urban versus rural counties, race/ethnicity, categorical type of first responder, mean dosage of naloxone in milligrams administered, and death. 84,359 records meeting the inclusion criteria were initially retrieved from the …

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) …

On Burden Of Diseases, Prevention, Medical Research And Health Service Delivery: Grampian Case Study, Seshadri S. Vasan, Sudarshan Anand, Miae Lee, Nicholas C. Fluck

Research outputs 2022 to 2026

Burden of diseases measured as disability-adjusted life years (DALYs) per 100,000 people can be mined from public domain data, when they are made available by population health surveillance systems. This can be analysed to allow insightful comparisons with the national average, and to understand differences in trends between the sexes, age groups, time periods, geographic regions, and sub-regions. In this illustrative case study, we have analysed the Scottish burden of disease database to understand what ailed the population of the Grampian region before the COVID-19 pandemic. We have identified that selected cancers, ischaemic heart disease, Alzheimer’s disease and other dementias …

Chronic Disease Prevalence And Modifiable Risk Factors Among Undergraduate Students At Ha’Il University: A Population-Level Cross-Sectional Study, Collins Otieno Asweto, Sehar Un Nisa Hassan, Mohamed Ali Alzain, Bandar Alsaif, Mohammed Elshiekh Saeed, Ahmed Kassar, Kamal Elbssir Mohammed Ali, Mouna Ghorbel, Rafat Zrieq, Monzer Hamed, Wei Wang

Research outputs 2022 to 2026

Background: Rising rates of chronic conditions among Saudi youth underscore the need for early prevention. Using a public‑health lens focused on demographic, academic, and lifestyle influences, this study investigates the risk and protective factors for chronic disease among students at the University of Ha’il to guide youth‑centered health policies and long‑term wellbeing initiatives. Methods: A cross-sectional survey was conducted among 10,775 undergraduate students studying in bachelor’s degree programs at Ha’il University, Saudi Arabia. Descriptive analyses were used to assess demographic characteristics, academic status, health status, and health-related lifestyles. Multiple logistic regression models were applied to determine which demographic, academic, and …

Combined Effects Of Cumulative Triglyceride-Glucose And Blood Pressure On Stroke In Middle-Aged And Older Chinese Adults: A Longitudinal Analysis, Xinyue Wang, Wen Zheng, Xiangqian Jin, Hongzhi Liu, Jiheng Hao, Liyong Zhang, Yuanyuan Gu, Haifeng Hou, Wei Wang

Research outputs 2022 to 2026

Background: The triglyceride-glucose (TyG) index has increasingly been recognised an indicator for stroke risk. We aimed to explore the relationship between TyG and blood pressure (BP) and the combined effects of cumulative TyG (CumTyG) and cumulative BP (CumBP) on stroke risk in a cohort of Chinese middle-aged and older adults. Methods: We enrolled 5138 participants from the 2011–2018 waves of the China Health and Retirement Longitudinal Study. Cumulative TyG and BP exposures were recorded between 2011 and 2015, and stroke incidence was then followed up until 2018. We conducted a cross-lagged panel analysis to address the temporal and directional relationships …

Cannabinoid Impacts On Ethnic Modulation Of Atrial Septal Defect Prevalence Usa, Albert Stuart Reece, Gary Kenneth Hulse

Research outputs 2022 to 2026

Objective: To conduct a detailed epidemiological exploration of the relative contributions of cannabis and ethnicity to US atrial septal defect (ASD) rates (ASDR). Study design: State-based ASDR data from the US National Births Defects Prevention Network, substance use, income and ethnicity data analyzed in RStudio. Results: Ethnic effects were significant with relative risks amongst African Americans and American Indians and Alaskan Natives of 2·40 (95%C.I. 2·27, 2·54) and 2·31 (2·19, 21·43), Cohen’s D of 1·44 and 1·46 and P values of 2·94 × 10⁻¹⁶⁸ and 3·01 × 10⁻¹⁷² compared to others, respectively. In general, additive models inclusion of …

“Kuchoka”: Investigation Of Research Fatigue In Mosoriot, Kenya, Felishana Cherop, Violet Naanyu, Juddy Wachira, Lukoye Atwoli

Internal Medicine, East Africa

Background: Health research is key to the promotion of population and community health, however, conducting many research studies in a community can cause research fatigue.

Purpose: We determined the prevalence of research fatigue and associated factors in Mosoriot, Kenya.

Methods: We conducted a cross-sectional study in the Mosoriot community from Wednesday 28, May 2014, to Thursday 30, April 2015, involving (n = 327) community members who were randomly sampled to respond to self-administered and/or guided questionnaires. We analyzed descriptive statistics to summarise the data and used the Pearson Chi-Square test to assess the bivariate associations between the …

Association Of Valvular Disease Progression Using Echocardiographic Findings In A Large U.S. Cohort, Abes A. Bautista Neughebauer, Amin Yehya, Raymond L. Benza, Deepak Talreja

Department of Medicine Faculty Publications

Background

The prevalence of valvular disease in the US is approximately 2.5%. Given that over 5 million Americans are affected, it is crucial to find those at higher risk of progression. The goal of this paper is to uncover which patients are more likely to have valvular disease progression using demographic factors, EKG and echocardiogram (ECHO) findings.

Methods

This paper utilized the EchoNext Database, which pairs 100,000 electrocardiograms and echocardiograms based on specific structural heart disease labels. Univariate and multivariate logistic regression were used to find risk factors for progression for aortic stenosis (AS), aortic regurgitation (AR), mitral regurgitation (MR), …

Meconium Metal Concentrations And Infant Temperament And Development, Fiona Fogarty

Dissertations and Theses

BACKGROUND: Prenatal exposure to metals poses significant health consequences for early childhood development. Understanding the factors influencing metal concentrations that infants are exposed to in-utero is crucial for developing targeted interventions, particularly when maternal characteristics and environmental factors, may contribute to varying levels. Meconium offers insight into in-utero exposures for the developing infant, and the effect of each individual metal may be mediated or exacerbated by another and therefore should be studied in the context of a mixture. The effect of metal mixture exposure, as measured in meconium, on milestone and temperament outcomes has yet to be determined.

DESIGN: …

The Mediating Effect Of Socioeconomic Status And Persistent Poverty On Racial And Ethnic Disparities In Pediatric Cancer Mortality In The United States, Josiane Kabayundo, Apu Das, Cheng Zheng, Emma Hymel, Krishtee Napit, Shinobu Watanabe-Galloway

Journal Articles: Epidemiology

BACKGROUND: Socioeconomic (SE) factors have been shown to mediate racial and ethnic disparities in adult cancer mortality. However, evidence in pediatric cancer is limited, especially at finer geographic levels.

OBJECTIVE: Evaluate the mediating effect of socioeconomic status (SES) and persistent poverty in racial and ethnic disparities in childhood cancer mortality using census tract-level data.

METHODS: Data were obtained from the 2006-2020 SEER Incidence Data with Census Tract Attributes Database and included children 0-19 years. Neighborhood-level SES was measured using a composite variable with five categories. Census tracts were classified as persistently poor if 20% or more of the population lived …

Ebola In The Drc: A Different Problem Compounded By Violence, David Brett-Major

Journal Articles: Epidemiology

A Public Health Emergency of International Concern (PHEIC) has been declared in the Democratic Republic of Congo (DRC) due to Ebola disease from Bundibugyo virus. Non-health-focused factors should be fundamental to how DRC and its partners respond to and recover from the current emergency. Filovirus emergencies are violent in every sense-the disease experience of patients and their caregivers, the tumult in impacted communities, sometimes the physical manifestations of frustration against healthcare services, the fits and starts of concerted response, and the milieu of conflict in which this emergency occurred. Yet, interpersonal and organized violence may contribute to frequency of health …

Climate And Other Environmental Factors Predict Tick Abundance And Lyme Cases In Minnesota One And Two Years In Advance, Kathleen E. Angell, Janet Jarnefeld, Elizabeth K. Schiffman, M. Jana Broadhurst, Jianghu James Dong, Abraham Degarege, Roberto Cortinas, David Brett-Major

Journal Articles: Epidemiology

BACKGROUND: Environmental factors, like weather and host abundance influence tick populations which in turn affect tickborne disease in endemic regions. It is important to understand how these factors are associated with tick abundance, and whether they can predict disease. We assessed associations between environmental factors, tick abundance, and human Lyme disease cases in the same year and with one- and two-year lags in Minnesota. In parallel, we compare conventional analytical methods with a novel machine learning approach to evaluate their relative strengths and potential for integration.

METHODS: Environmental and tick abundance relationships were examined using generalized linear mixed-effects models (GLMM), …

Outbreak Preparedness And Response In A Globalized World: Are We Ready?, Francesca F. Norman, David Brett-Major, Chiara Sepulcri, Emmanuel Bottieau, Theresa Sepulveda, Federica Toscanini, Laura A. Nicolini, Jesse J. Waggoner, Sami Alcedo, Davidson H. Hamer, Ralph Huits, Michael Libman, Geosentinel Network, Tropnet Network, Kevin O'Laughlin

Journal Articles: Epidemiology

BACKGROUND: Recent global epidemics and pandemics have highlighted the need for adequate diagnostic capacities to respond to emerging threats. Strengthening operational capacities can lead to improved preparation; investing in emergency response infrastructure may diminish progression of outbreaks and prevent escalation.

METHODS: An email-linked survey was sent January-March-2025 to two global infectious disease surveillance networks' (GeoSentinel and TropNet) participating clinics assessing capacity for Oropouche virus (OROV) diagnostic testing. Data on testing capacity for other arboviruses was also requested.

RESULTS: Responses were obtained for 58 GeoSentinel/TropNet sites (58/104, 55.8%): 50% responding sites (29/58) had OROV diagnostic testing available at a public reference …

Health Insurance As A Mediator Of Neighborhood Deprivation And Pediatric Cancer Survival: An Analysis Of State Cancer Registry Data, Emma Hymel, Cheng Zheng, Jenna Allison, Kendra L. Ratnapradipa, Edward S. Peters, Sarah H. Nash, Mei-Chin Hsieh, Shinobu Watanabe-Galloway

Journal Articles: Epidemiology

INTRODUCTION: To develop interventions to reduce neighborhood-level disparities in pediatric cancer outcomes, it is necessary to understand their underlying mechanisms. It has been suggested that individual-level health insurance is a mediator of neighborhood deprivation and pediatric cancer survival.

METHODS: This study was a population-based longitudinal study of children with cancer from 2000 to 2020 in the Iowa Cancer Registry and Louisiana Tumor Registry. Neighborhood deprivation was measured using the Area Deprivation Index. Log-binomial regression models were used to identify predictors of health insurance status at diagnosis. Cox regression models were used to assess the association between health insurance status at …

Environmental Predictors Of Human Lyme Disease Incidence Across Appalachian Counties In Kentucky, Virginia, And West Virginia, 2000-2019, Karlie D. Rennison

Theses and Dissertations--Epidemiology and Biostatistics

This ecological study examined county-level environmental, landscape, and host-related predictors of Lyme disease incidence across Kentucky, Virginia, and West Virginia from 2000-2019. Lyme disease is an emerging public health concern in the Appalachian region, where geographic expansion and shifting ecological conditions may influence disease risk.

Lyme disease case rates (per 10,000 population) were analyzed in relation to climate variables, land cover metrics, host density measures, and rurality using publicly available data sources. Descriptive and regression analyses were conducted to evaluate associations between candidate predictors and disease incidence.

Substantial geographic variation in Lyme disease incidence was observed, with higher case rates …

Expert Consensus On Osteoporosis Risk Management In Patients With Sleep Disorders, Siqi Leng, Jinming Yang, Yuming Jin, Jie Shi, Ye Zhang, Junying Zhou, Lusi Tan, Taomei Li, Peiyan Ni, Kejia Hu, Yuan Shi, Jiamin Liao, Yun Li, Pei Xue, Christian Benedict, Alexandros N. Vgontzas, Michael Furian, Talant Sooronbaev, Naima Covassin, Virend K. Somers, Zhoulong Yu, Hongqiang Sun, Xiao Tan, Jihui Zhang, Yun Kwok Wing, Yue Leng, Larry D. Sanford, Michael V. Vitiello, Katie L. Stone, Rong Ren, Lin Lu, Xiangdong Tang

Department of Biomedical and Translational Sciences Faculty Publications

A rate-limiting step in the prevention and early intervention of osteoporosis is identifying its asymptomatic onset. Accumulating evidence shows that sleep disorders are associated with an increased risk of osteoporosis. Given their early detectable and modifiable nature, integrating sleep disorder management into osteoporosis prevention and care pathways offers a novel approach for enhancing skeletal health. This expert consensus represents a collaborative effort by specialists in sleep medicine and orthopedics from across the world, integrating epidemiological, mechanistic, and interventional evidence to provide general guidance for prevention and clinical practice, and to foster multidisciplinary collaboration in the management of sleep disorders and …

Behavioral And Psychological Financial Hardship Among Caregivers Of Pediatric Cancer Patients, Josiane Kabayundo, Cheng Zheng, Edward S. Peters, Don W. Coulter, Shinobu Watanabe-Galloway

Journal Articles: Epidemiology

BACKGROUND: Financial hardship encompasses material, behavioral, and psychological domains; however, most research among caregivers of pediatric cancer patients has focused on material hardship. This study examined factors associated with behavioral and psychological financial hardship among caregivers of pediatric cancer patients in Nebraska.

METHODS: We conducted a cross-sectional survey of caregivers of children diagnosed within the past 5 years and treated at two pediatric oncology specialty clinics. Behavioral hardship was defined as delaying medical or mental healthcare due to cost, while psychological hardship was measured by worry about ability to pay medical bills. Descriptive statistics and poisson regression with robust variance …

A Systematic Review Of Disparities In Alzheimer’S Diagnosis: The Overlooked Impact Of Gender And Ethnoracial Diversity On Biomarker Expression, Cynthia Smith, Olisaemeka Ogbue, Nasra Gathoni, Karen Blackmon, Tamlyn J. Watermeyer, Jasmit Shah, Chinedu Momoh

Brain and Mind Institute

Background: Biomarkers hold significant promise for the early diagnosis of dementias like Alzheimer's disease (AD). However, less than 5% of research data originates from Black African or African American populations, despite Africa's increasing dementia burden. Additionally, women are disproportionately affected by dementia globally, a trend that is expected to persist. This systematic review aims to synthesize studies on sex and gender differences in AD biomarkers, with a focus on African populations.

Method: We have conducted systematic searches across PubMed, Scopus, Web of Science, SciELO, and African journals online for articles published between 2000 and 2024. Our focus is …

Socio-Spatial Patterns Of Suicide Mortality In The United States, Kushagra Tiwari, M. Amin Rahimian, Marie-Laure Charpignon, Philippe J. Giabbanelli, Praveen Kumar

VMASC Publications

Suicides cause more than 49,000 deaths per year in the United States, including 55% associated with the use of a firearm. Across states and counties in the US, suicide mortality exhibits substantial geographical and sociodemographic heterogeneity. However, the role of large-scale social networks in shaping this variation remains underexplored. To assess how both the risk of suicide mortality and the effect of firearm restriction policies propagate through inter-county social ties, we integrate data on county-level suicide mortality (2010–2022) and the Facebook Social Connectedness Index (SCI), a continuous measure of the strength of social ties between counties used to derive weighted …

Clinical Subtypes Of Co-Morbid Insomnia And Obstructive Sleep Apnea (Comisa): Results Of A Cluster Analysis, Yuan Shi, Xujun Feng, Fengyi Hao, Yuru Nie, Yihui Zhang, Zhaohua Chen, Siqi Guan, Larry D. Sanford, Michael V. Vitiello, Xiangdong Tang

Department of Pathology & Anatomy Faculty Publications

Background

Variations in the bidirectional relationship between obstructive sleep apnea (OSA) and insomnia in co-morbid insomnia and OSA (COMISA) may form distinct subtypes of COMISA, which have not been previously characterized. This study aims to identify and characterize subtypes of COMISA.

Methods

From a community-recruited COMISA cohort 256 individuals who met diagnosis for COMISA were used to identify subtypes using a two-step clustering methodology. Demographics and multidimension clinical characteristics were collected and compared among obtained subtypes. Logistic models were used to evaluate whether these subtypes were associated with cardiometabolic and mental disorders. A clinical cohort of 1816 COMISA patients was …

Tezepelumab's Effects On Patient-Reported Symptoms In Severe Asthma, Overall And With History Of Comorbid Chronic Rhinosinusitis With Nasal Polyps (Crswnp), Njira L. Lugogo, Joseph K. Han, Anju T. Peters, Stella E. Lee, Monica Kraft, Mary Kay Margolis, Sonia F. Shenoy, Nicole Martin, Shradha Chandarana, Christopher S. Ambrose

Department of Otolaryngology (ENT) Faculty Publications

Background

Tezepelumab (an anti-thymic stromal lymphopoietin monoclonal antibody) treatment resulted in reduced exacerbations and improved sino-nasal symptoms and health-related quality of life in patients with severe uncontrolled asthma (SUA) and chronic rhinosinusitis with nasal polyps (CRSwNP) in the NAVIGATOR study.

Objective

To evaluate the effect of tezepelumab versus placebo on sleep disturbances, activity levels, and physical exertion tolerance in NAVIGATOR patients with SUA overall and in those with past medical history of comorbid CRSwNP.

Methods

Patients (12-80 years old) with SUA were randomized to receive tezepelumab 210 mg or placebo subcutaneously every 4 weeks for 52 weeks. Patient responses to …

Prognostic Factors For Patients Under 45 Undergoing Surgery For Colorectal Liver Metastases: A Seer Population-Based Study, Gabrielle Grob, Fang Fang, Matvey Karpov, Eric Feliberti, Marybeth Hughes, Rachel Burke, Winifred Lo

Department Surgery Faculty Publications

Background and Objectives: Colorectal cancer (CRC) has been on the rise in adults younger than 50. Surgical resection is a potentially curative treatment option for patients with colorectal liver metastases (CRLM). The aim of this study was to describe patient and tumor characteristics associated with disease-specific survival in young patients (<  45 years) versus older patients (≥ 45 years) with isolated CRLM.

Methods: The SEER database was queried for patients with CRLM who underwent colon and liver resection from 2010 to 2021. Patients under age 20, with metastases beyond the liver, or who had not had surgery for liver metastases were excluded. Cox regression was used to analyze demographic factors, tumor …

Associations Between Oral Hormonal Contraceptive Use, Digestive And Other Health Symptoms In Young Women, Silviana E. Buzatu

Honors Undergraduate Theses

Oral hormonal contraceptives (OHCs) are widely used among reproductive-age women; however, their gastrointestinal (GI) side effects remain understudied. The present study examined associations between OHC use, GI, physical, and psychological symptom burden in a large sample of undergraduate women. Participants (N = 669) aged 18 to 25 years were recruited from UCF’s SONA system and classified into three groups based on self-reported contraceptive status: no birth control, combined estrogen–progestin OHC, and progestin-only OHC. Participants completed GI questionnaires, as well as physical and mental health symptoms ones.

Multivariate analyses indicated that overall GI symptom profiles did not differ significantly by birth …

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 …