Epidemiology Commons^™

Predicting 30-Day Mortality In Hospitalized Patients With Community-Acquired Pneumonia Using Statistical And Machine Learning Approaches, Timothy L. Wiemken, Stephen P. Furmanek, William A. Mattingly, Brian E. Guinn, Rodrigo Cavallazzi, Rafael Fernandez-Botran, Leslie A Wolf, Connor L. English, Julio A. Ramirez

The University of Louisville Journal of Respiratory Infections

Background: Predicting if a hospitalized patient with community-acquired pneumonia (CAP) will or will not survive after admission to the hospital is important for research purposes as well as for institution of early patient management interventions. Although population-level mortality prediction scores for these patients have been around for many years, novel patient-level algorithms are needed. The objective of this study was to assess several statistical and machine learning models for their ability to predict 30-day mortality in hospitalized patients with CAP.

Methods: This was a secondary analysis of the University of Louisville (UofL) Pneumonia Study database. Six different statistical and/or machine …

Analyzing Sexual Transmission In The Spread Of The Zika Virus In Colombia, Victoria M. Kelley

Biology and Medicine Through Mathematics Conference

No abstract provided.

Do Marketing Strategies Impact Condom Sales In Uganda?, Meyhar Mohammed

Master's Theses

What attracts people to buy condoms? HIV/AIDS remain one of the biggest health dangers of the world, especially in Sub-Saharan Africa. A lot of efforts have been pursued in the past two decades to drastically reduce prevalence of HIV and increase awareness about preventive mechanisms. In order to prevent relapse of success achieved so far, it is important to recognize transformation of consumer behavior due to growth in social networks, education and awareness over time. There are a lot of behavioral triggers captured by social marketing interventions in the field of public health. In an attempt to investigate the role …

Control Policies And Sensitivity Analysis In A Cutaneous Leishmaniasis Model: A Case Study In Cusco Region, Peru., Rocio M. Caja-Rivera, Ignacio Barradas

Biology and Medicine Through Mathematics Conference

No abstract provided.

Midlife And Late-Life Vascular Risk Factors And White Matter Microstructural Integrity: The Atherosclerosis Risk In Communities Neurocognitive Study., Melinda C Power, Jonathan V Tingle, Robert I Reid, Juebin Huang, A Richey Sharrett, Josef Coresh, Michael Griswold, Kejal Kantarci, Clifford R Jack, David Knopman, Rebecca F Gottesman, Thomas H Mosley

Epidemiology Faculty Publications

BACKGROUND: Diffusion tensor imaging measures of white matter (WM) microstructural integrity appear to provide earlier indication of WM injury than WM hyperintensities; however, risk factors for poor WM microstructural integrity have not been established. Our study quantifies the association between vascular risk factors in midlife and late life with measures of late-life WM microstructural integrity.

METHODS AND RESULTS: We used data from 1851 participants in ARIC (Atherosclerosis Risk in Communities Study) who completed 3-T magnetic resonance imaging, including diffusion tensor imaging, as part of the ARIC Neurocognitive Study (ARIC-NCS). We quantified the association among lipids, glucose, and blood pressure from …

Detection Of Healthcare-Associated Infectious Disease Outbreaks With A Special Look At Clostridium Difficile Infection In Long-Term Care Facilities, Almea Matanock

Biomedical Sciences ETDs

Healthcare-associated infections (HAI) are a major cause of morbidity and mortality and a public health priority. However, standard procedures and comprehensive guidelines for HAI outbreak detection and response are still needed. This hybrid thesis describes what is known about HAI outbreaks in the introduction, reviews the HAI outbreaks reported to New Mexico Department of Health (NMDOH), in the first paper, and then in the second paper examines how established methods for detecting infectious disease outbreaks perform in identifying Clostridium difficile infection (CDI) outbreaks in long-term care facilities (LTCF) in Bernalillo County, New Mexico, and finally, it closes with our overall …

Cohort Profile: Seek, Test, Treat And Retain United States Criminal Justice Cohort., Redonna Chandler, Michael S Gordon, Bridget Kruszka, Lauren N Strand, Frederick L Altice, Irene Kuo, +Several Additional Authors

Epidemiology Faculty Publications

BACKGROUND: The STTR treatment cascade provides a framework for research aimed at improving the delivery of services, care and outcomes of PLWH. The development of effective approaches to increase HIV diagnoses and engage PLWH in subsequent steps of the treatment cascade could lead to earlier and sustained ART treatment resulting in viral suppression. There is an unmet need for research applying the treatment cascade to improve outcomes for those with criminal justice involvement.

METHODS: The Seek, Test, Treat, and Retain (STTR) criminal justice (CJ) cohort combines data from 11 studies across the HIV treatment cascade that focused on persons involved …

Single-Trait And Multi-Trait Genome-Wide Association Analyses Identify Novel Loci For Blood Pressure In African-Ancestry Populations, Jingjing Liang, Thu H. Le, Digna R. Velez Edwards, Bamidele O. Tayo, Kyle J. Gaulton, Jennifer A. Smith, Yingchang Lu, Richard A. Jensen, Guanjie Chen, Lisa R. Yanek, Karen Schwander, Salman M. Tajuddin, Tamar Sofer, Wonji Kim, James Kayima, Colin A. Mckenzie, Ervin Fox, Michael A. Nalls, J. Hunter Young, Yan V. Sun, Jacqueline M. Lane, Sylvia Cechova, Jie Zhou, Hua Tang, Myriam Fornage, Solomon K. Musani, Heming Wang, Juyoung Lee, Adebowale Adeyemo, Albert W. Dreisbach, Donna K. Arnett

Epidemiology and Environmental Health Faculty Publications

Hypertension is a leading cause of global disease, mortality, and disability. While individuals of African descent suffer a disproportionate burden of hypertension and its complications, they have been underrepresented in genetic studies. To identify novel susceptibility loci for blood pressure and hypertension in people of African ancestry, we performed both single and multiple-trait genome-wide association analyses. We analyzed 21 genome-wide association studies comprised of 31,968 individuals of African ancestry, and validated our results with additional 54,395 individuals from multi-ethnic studies. These analyses identified nine loci with eleven independent variants which reached genome-wide significance (P < 1.25×10⁻⁸) for either systolic and …

Environmental Health, Tessa Oliaro

Student Scholar Symposium Abstracts and Posters

There is a very important intersection between the environment, public health, and socioeconomic factors (Braveman, 2014). These include waste disposal, water use and quality, road safety, ecosystem services, and many more. Environmental health stresses, “the health impacts of physical, chemical, and biological agents in the environment and workplace, and learns to develop strategies to measure and control major environmental health problems both locally…and in settings around the globe” (UC Berkeley School of Public Health, 2017). This overarching umbrella can have emphases in environmental epidemiology, exposure science, climate change, ergonomics, home and industrial hygiene, and molecular epidemiology. Exploring each of these …

Epidemiologic And Clinical Profiles Of Uterine Cancer In The Gharbiah Province Of Egypt, Saad Alshahrani

Theses & Dissertations

Background: Uterine cancer is one of the top-ranking cancers of women with wide international variations in incidence rates. Egypt has a lower incidence of uterine cancer than other countries in the Middle East. In addition to the international incidence variation, there are also wide variations in incidence by rural and urban areas within countries. Therefore, this research project focused on the Gharbiah province, north of Cairo in the Nile Delta, with the aims of investigating demographic and clinical characteristics of uterine cancer, assessing rural/urban variation in incidence rates, and evaluating the possible role of hysterectomy in under-estimating the disease incidence …

Epigenetic Modifications Of Human Placenta Associated With Preterm Birth, Drissa Toure

Theses & Dissertations

Preterm birth is a complex multifactorial process. Despite the well-known role of the placenta in supporting the fetal development and maternal-fetal tolerance, the placental epigenetic modifications and preterm birth (PTB) remains poorly understood and under investigated. Various maternal and environment factors can influence epigenetic programming during fetal development to affect the functioning and structures of organs, including the placenta, which can lead to adverse pregnancy outcomes, including PTB. The understanding of the placental epigenetic alterations and maternal determinants associated with PTB are apparently indispensable for the development of actual diagnosis and methods of prevention and treatment of premature labor. The …

Epidemiology News, Georgia Southern University

Biostatistics, Epidemiology & Environmental Health Sciences: News & Publications (2011-2018)

• Georgia Southern Examines Physical Activity Levels and Counseling in Cancer Survivors

Cancer-Specific Mortality, Cure Fraction, And Noncancer Causes Of Death Among Diffuse Large B-Cell Lymphoma Patients In The Immunochemotherapy Era., Nadia Howlader, Angela B Mariotto, Caroline Besson, Gita Suneja, Kim Robien, Naji Younes, Eric A Engels

Epidemiology Faculty Publications

BACKGROUND

Survival after the diagnosis of diffuse large B-cell lymphoma (DLBCL) has been increasing since 2002 because of improved therapies; however, long-term outcomes for these patients in the modern treatment era are still unknown.

METHODS

Using Surveillance, Epidemiology, and End Results data, this study first assessed factors associated with DLBCL-specific mortality during 2002-2012. An epidemiologic risk profile, based on clinical and demographic characteristics, was used to stratify DLBCL cases into low-, medium-, and high-risk groups. The proportions of DLBCL cases that might be considered cured in these 3 risk groups was estimated. Risks of death due to various noncancer causes …

The Effect Of Caffeine On Fecundability : Differences In Coffee, Tea, And Cola Consumption., Emily Kathleen Steinmetz

Electronic Theses and Dissertations

This study examined whether intake of caffeinated beverages (coffee, tea, and cola) was associated with fecundability (time to pregnancy) in a prospective cohort study. Data from 470 women from the Mount Sinai Study of Women Office Workers (1990-1994) were analyzed. Intake of coffee, tea, cola, and other variables were recorded in daily diaries and calculated as menstrual cycle level means for up to 20 cycles. Pregnancy was assayed using hCG and confirmed by physician diagnosis. The associations of caffeinated beverages with the probability of becoming pregnant during a given cycle were determined using discrete survival analysis, adjusted for potential confounders. …

The Particulars About Particulates : Metal Exposure And Self-Regulation Of Children Living Near Coal Ash., Clara G. Sears

Electronic Theses and Dissertations

The use of coal combustion for electricity and the storage of coal combustion by-products known as coal ash occur across the United States and around the world. The most abundant type of coal ash, fly ash, contains small particles with metals, some of which are known neurotoxins. Fly ash is currently stored in open-air landfills and surface impoundments that allow fugitive dust to escape into surrounding communities, potentially exposing children to small neurotoxic particles. This dissertation uses preliminary data from a larger cross-sectional study to investigate the relationship between particulate matter exposure, metal exposure, and problems with self-regulation. Recruitment of …

Tuberculosis And Risk Of Acute Myocardial Infarction: A Propensity Score-Matched Analysis, Moises A. Huaman, Richard J. Kryscio, Carl J. Fichtenbaum, David Henson, Elizabeth G. Salt, Timothy R. Sterling, Beth A. Garvy

Biostatistics Faculty Publications

Several pathogens have been associated with increased cardiovascular disease (CVD) risk. Whether this occurs with Mycobacterium tuberculosis infection is unclear. We assessed if tuberculosis disease increased the risk of acute myocardial infarction (AMI). We identified patients with tuberculosis index claims from a large de-identified database of ~15 million adults enrolled in a U.S. commercial insurance policy between 2008 and 2010. Tuberculosis patients were 1:1 matched to patients without tuberculosis claims using propensity scores. We compared the occurrence of index AMI claims between the tuberculosis and non-tuberculosis cohorts using Kaplan–Meier curves and Cox Proportional Hazard models. Data on 2026 patients with …

Pediatric Anxiety And/Or Depression Problems : Associations With Pm10, Fly Ash, And Metal Exposure., Abby Nicole Burns Hagemeyer

Electronic Theses and Dissertations

Background: In the last several decades, the use of coal has become more prevalent in turn increasing the amount of coal ash being produced. Coal ash, the by-product of coal combustion, is composed of small particles that contain essential elements, hazardous metals, polycyclic aromatic hydrocarbons, and radioactive material. While a small proportion of coal ash is reused, the majority gets discarded in open-air landfills and ash ponds. Fly ash, the major component of coal ash, can become emitted into the air and potentially contribute to the air pollution and metal exposure in the surrounding community. Few studies, particularly in the …

Assessment Of Social, Dietary And Biochemical Correlates Of Cardiometabolic Risk In Pre-Adolescent Hispanic Children, Abraham Basil Alhassan

Electronic Theses and Dissertations

Obesity, elevated blood pressure and dyslipidemia are highly prevalent in Hispanic children. Compared to their non-Hispanic White peers, Hispanic children experience higher prevalence of obesity and hypertension. The Hispanic population in Tennessee has been growing, with about a tenth of newborn babies being Hispanic. This study aimed to: 1. Examine the influence of sociodemographic factors on Hispanic children’s cardiometabolic risk; 2. Assess the relationship between food group intake and cardiometabolic risk in Hispanic children; and 3. Evaluate the efficacy of non-traditional biomarkers for detecting cardiometabolic risk in Hispanic children. Data for the study came from a larger cross-sectional pilot study …

Substance Use, Treatment, And Demographic Characteristics Of Pregnant Women Entering Treatment For Opioid Use Disorder Differ By United States Census Region., Dennis J Hand, Vanessa L Short, Diane J Abatemarco

Department of Obstetrics and Gynecology Faculty Papers

Opioid use disorder (OUD) among pregnant women increased substantially between 1992 and 2012 across the United States, with the greatest increases occurring in the southern states. We analyzed the 2013 Treatment Episodes Database-Admissions to determine how substances used, characteristics of treatment, and demographics of pregnant women entering treatment for opioid use disorder vary between geographical regions. Analyses were restricted to cases where women reported being pregnant at the time of admission and reported opioids as the primary substance problem leading to the treatment admission. Characteristics were compared between U.S. census regions using Chi-square tests and logistic regression with the South …

Correlates Of Human Papillomavirus (Hpv) Vaccine Acceptance In Appalachian Tennessee, Oluwatosin Ariyo

Electronic Theses and Dissertations

Human papillomavirus (HPV) is the most prevalent sexually transmitted infection in the U.S., where one HPV-related cancer is diagnosed every 20 minutes. The most common HPV-related cancer is cervical cancer, with an estimated incidence of 12,000 cases annually, a third of which lead to death. Cervical cancer disparately affects women of ethnic minority groups and geographically isolated regions, such as Appalachia. Tennessee ranks third highest in cervical cancer incidence in the country. Many cases of cervical cancer could be prevented through vaccination against HPV, however, vaccination rates for females in Tennessee are among the lowest in the country. This mixed-methods …