Digital Commons Network^™

Virtual Global Health In Graduate Medical Education: A Systematic Review, Lisa Umphrey, Nora Lenhard, Suet Kam Lam, Nathaniel E Hayward, Shaina Hecht, Priya Agrawal, Amy Chambliss, Jessica Evert, Heather Haq, Stephanie M Lauden, George Paasi, Mary Schleicher, Megan Song Mchenry

Faculty, Staff and Students Publications

OBJECTIVES: To synthesize recent virtual global health education activities for graduate medical trainees, document gaps in the literature, suggest future study, and inform best practice recommendations for global health educators.

METHODS: We systematically reviewed articles published on virtual global health education activities from 2012-2021 by searching MEDLINE, EMBASE, Cochrane Library, ERIC, Scopus, Web of Science, and ProQuest Dissertations & Theses A&I. We performed bibliography review and search of conference and organization websites. We included articles about primarily virtual activities targeting for health professional trainees. We collected and qualitatively analyzed descriptive data about activity type, evaluation, audience, and drivers or barriers. …

Controlling Multiple Covid-19 Epidemic Waves: An Insight From A Multi-Scale Model Linking The Behaviour Change Dynamics To The Disease Transmission Dynamics, Biao Tang, Weike Zhou, Xia Wang, Hulin Wu, Yanni Xiao

Faculty, Staff and Student Publications

COVID-19 epidemics exhibited multiple waves regionally and globally since 2020. It is important to understand the insight and underlying mechanisms of the multiple waves of COVID-19 epidemics in order to design more efficient non-pharmaceutical interventions (NPIs) and vaccination strategies to prevent future waves. We propose a multi-scale model by linking the behaviour change dynamics to the disease transmission dynamics to investigate the effect of behaviour dynamics on COVID-19 epidemics using game theory. The proposed multi-scale models are calibrated and key parameters related to disease transmission dynamics and behavioural dynamics with/without vaccination are estimated based on COVID-19 epidemic data (daily reported …

Years Of Life Lost Associated With Covid-19 Deaths In The Usa During The First 2 Years Of The Pandemic, Troy Quast, Ross Andel, Sean Gregory, Eric A Storch

Center for Medical Ethics and Health Policy Staff Publications

Background: Prior estimates of the years of life lost (YLLs) in the USA associated with coronavirus disease 2019 (COVID-19) were 1.2 million through 11 July 2020 and 3.9 million through 31 January 2021 (which roughly coincides with the first full year of the pandemic). The aim of this study is to update YLL estimates through the first 2 years of the pandemic.

Methods: We employed data regarding COVID-19 deaths through 5 February 2022 by jurisdiction, gender and age group. We used actuarial life expectancy tables by gender and age to estimate YLLs.

Results: We estimated roughly 9.7 million YLLs due …

Cross-Sector Decision Landscape In Response To Covid-19: A Qualitative Network Mapping Analysis Of North Carolina Decision-Makers, Caitlin B Biddell, Karl T Johnson, Mehul D Patel, Raymond L Smith, Hillary K Hecht, Julie L Swann, Maria E Mayorga, Kristen Hassmiller Lich

Faculty, Staff and Student Publications

INTRODUCTION: The COVID-19 pandemic response has demonstrated the interconnectedness of individuals, organizations, and other entities jointly contributing to the production of community health. This response has involved stakeholders from numerous sectors who have been faced with new decisions, objectives, and constraints. We examined the cross-sector organizational decision landscape that formed in response to the COVID-19 pandemic in North Carolina.

METHODS: We conducted virtual semi-structured interviews with 44 organizational decision-makers representing nine sectors in North Carolina between October 2020 and January 2021 to understand the decision-making landscape within the first year of the COVID-19 pandemic. In line with a complexity/systems thinking …

Comparing Outcomes For Community-Acquired Pneumonia Between Females And Males: Results From The University Of Louisville Pneumonia Study, Pavani Nathala, Simrat Sarai, Vidyulata Salunkhe, Mahder A. Tella, Stephen P. Furmanek, Forest W. Arnold

The University of Louisville Journal of Respiratory Infections

Introduction: Male sex is currently considered to be a risk factor for worsened community-acquired pneumonia (CAP) outcomes compared to female sex; hence, female sex equates to a lower score on the Pneumonia Severity Index. There is no recent update on sex-based outcomes of patients with CAP. The objective of this study was to compare the outcomes of CAP between females and males.

Methods: This was a secondary analysis of the University of Louisville Pneumonia Study database. It was a prospective population-based cohort study of all hospitalized adults with CAP who were residents of Jefferson County in the city of Louisville, …

Group B Streptococcus In The Urine In Nonpregnant Adults: Disease Or Distraction?, Nicole Mongilardi, Brigid M. Wilson, Sunah Song, Robin L.P. Jump, Federico Perez

Faculty Scholarship

In this large, retrospective cohort study, we used administrative data to evaluate nonpregnant adults with group B Streptococcus (GBS) bacteriuria. We found greater all-cause mortality in those with urinary tract infections compared to asymptomatic bacteriuria. Differences in patients' baseline characteristics and the 1-year mortality rate raise the possibility that provider practices contribute to differences observed.

Narrative Synthesis Systematic Review Of Pakistani Women's Health Outcomes From Primary Care Interventions, Sara Rizvi Jafree, Qaisar Khalid Mahmood, Sohail Mujahid, Muhammad Asim, Jane Barlow

Community Health Sciences

Objective: Women living in Pakistan have complex health problems including infectious and non-communicable diseases, accident and injuries, and mental health problems. While a majority of these women rely on primary healthcare services for all of their healthcare needs, there has to date been no overview of the extent of their effectiveness. The objective of this review was to (1) synthesise the available evidence regarding the effectiveness of primary care based interventions aimed at improving women's mental and physical health and (2) identify the factors that promote effectiveness for women's health outcomes.
Methods: Five academic databases were searched, including PubMed, BMC …

Examining Mental Health Disparities In A Rural County: A Community Health Needs Assessment Analysis, Dustin M. Schulz

Capstone Experience: Master of Public Health

Over 20% of adults in the United States experience some form of mental illness each year. Those residing in rural areas can see increased prevalence of mental illness, and typically face disparities in access and availability of services for mental health. The goal of this project was to examine the impact of mental health in Woodford County, Illinois using data collected through the 2022 Community Health Needs Assessment (CHNA) process, with the intent of identifying areas of improvement that could be implemented at the local level. Analysis of the CHNA data was conducted using frequency analysis in SAS 9.4 through …

An Analysis Of Demographics And Risk Factors Associated With Increasing Syphilis Cases In Iowa, Eleanore H. Nelson

Capstone Experience: Master of Public Health

Background:

Syphilis is easily detectable and treatable with the appropriate medical attention, yet national incidence rates have been on the rise since reaching an all-time low in 2000 (Shockman et al, 2014). Similar to HIV, men who have sex with other men (MSM), represent most syphilis transmission, yet in recent years, syphilis rates have concerningly increased among both genders and among all racial/ethnic groups (CDC, 2019).

Methods:

Surveillance data was collected on all syphilis cases reported to the Iowa Department of Public Health (IDPH) regarding demographics and risk factors of cases. Variables were analyzed using chi-square and Fisher’s exact tests, …

Spotted Fever Group Rickettsioses In Central America: The Research And Public Health Disparity Among Socioeconomic Lines, Kyndall C. Dye-Braumuller, Marvin S. Rodriguez Aquino, Stella C.W. Self, Mufaro Kanyangarara, Melissa Nolan Ph.D., Mph

Faculty Publications

Tick-borne diseases including rickettsial diseases are increasing in incidence worldwide. Many rickettsial pathogens can cause disease which is commonly underdiagnosed and underreported; Rickettsia pathogens in the spotted fever group (SFGR) are thus classified as neglected bacterial pathogens. The Central American region shoulders a large proportion of the global neglected disease burden; however, little is known regarding SFGR disease here. Although development varies, four of the seven countries in this region have both the highest poverty rates and SFGR disease burdens (El Salvador, Honduras, Guatemala, and Nicaragua), compared to Belize, Panama, and Costa Rica. Utilizing the Human Development Index (HDI), we …

Capturing The Pool Dilution Effect In Group Testing Regression: A Bayesian Approach, Stella Self Ph.D., Ms, Christopher Mcmahan, Stefani Mokalled

Faculty Publications

Group (pooled) testing is becoming a popular strategy for screening large populations for infectious diseases. This popularity is owed to the cost savings that can be realized through implementing group testing methods. These methods involve physically combining biomaterial (eg, saliva, blood, urine) collected on individuals into pooled specimens which are tested for an infection of interest. Through testing these pooled specimens, group testing methods reduce the cost of diagnosing all individuals under study by reducing the number of tests performed. Even though group testing offers substantial cost reductions, some practitioners are hesitant to adopt group testing methods due to the …

What About Anosmia From Covid-19 ?, Sharanya S E Santhi, Sara Elnour, Steven B Lippmann

The University of Louisville Journal of Respiratory Infections

No abstract provided.

Drug-Target Network Study Reveals The Core Target-Protein Interactions Of Various Covid-19 Treatments, Yulin Dai, Hui Yu, Qiheng Yan, Bingrui Li, Andi Liu, Wendao Liu, Xiaoqian Jiang, Yejin Kim, Yan Guo, Zhongming Zhao

Faculty, Staff and Student Publications

The coronavirus disease 2019 (COVID-19) pandemic has caused a dramatic loss of human life and devastated the worldwide economy. Numerous efforts have been made to mitigate COVID-19 symptoms and reduce the death rate. We conducted literature mining of more than 250 thousand published works and curated the 174 most widely used COVID-19 medications. Overlaid with the human protein-protein interaction (PPI) network, we used Steiner tree analysis to extract a core subnetwork that grew from the pharmacological targets of ten credible drugs ascertained by the CTD database. The resultant core subnetwork consisted of 34 interconnected genes, which were associated with 36 …

Unearthing An Emerging Neglected Bacterial Disease: Evidence Of Spotted Fever Group Rickettsioses In El Salvador, Kyndall Christian Braumuller

Theses and Dissertations

The main objectives of this dissertation were to investigate the seroprevalence of Spotted Fever Group Rickettsioses (SFGR) antibodies in a specific vulnerable population at high risk for vector-borne disease in El Salvador, understand the relevant risk factors for SFGR past and acute infection in this same population through logistic regression modeling, and clarify the presence of SFGR bacteria in locally collected ticks.

SFGR are a group of bacterial diseases caused by species in the Rickettsia genus of the phylogenetic spotted fever group. These are tick-borne diseases (TBD) that have been described in almost every region of the world. SFGR are …

Novel Scoring Systems To Predict The Need For Oxygenation And Icu Care, And Mortality In Hospitalized Covid-19 Patients: A Risk Stratification Tool, Vishakh C Keri, Pankaj Jorwal, Rohit Verma, Piyush Ranjan, Ashish D Upadhyay, Anivita Aggarwal, Radhika Sarda, Kunal Sharma, Shubham Sahni, Chaithra Rajanna

Faculty, Staff and Student Publications

INTRODUCTION: A rapid surge in cases during the COVID-19 pandemic can overwhelm any healthcare system. It is imperative to triage patients who would require oxygen and ICU care, and predict mortality. Specific parameters at admission may help in identifying them.

METHODOLOGY: A prospective observational study was undertaken in a COVID-19 ward of a tertiary care center. All baseline clinical and laboratory data were captured. Patients were followed till death or discharge. Univariable and multivariable logistic regression was used to find predictors of the need for oxygen, need for ICU care, and mortality. Objective scoring systems were developed for the same …

Pilot Phase Results Of A Prospective, Randomized Controlled Trial Of Narrowband Ultraviolet B Phototherapy In Hospitalized Covid-19 Patients, Frank H Lau, Catherine E Powell, Giacomo Adonecchi, Denise M Danos, Andrew R Dinardo, Robert J Chugden, Peter Wolf, Carmen F Castilla

Faculty, Staff and Students Publications

COVID-19 morbidity and mortality are driven by poor immune regulation. Narrowband ultraviolet B (NB-UVB) phototherapy is standard of care in a number of immune-dysregulated diseases. To assess the efficacy of NB-UVB phototherapy for improving COVID-19 outcomes in high-risk, hospitalized, we developed the Adaptive Photo-Protection Trial. This is a multi-center, prospective, double-blinded, randomized, placebo-controlled trial. The pilot phase results are reported here. Consecutive patients admitted with a positive COVID-19 PCR were screened for eligibility. Enrolled subjects were computer randomized 1:1 to NB-UVB or placebo phototherapy. Subjects were treated daily with escalating doses on 27% of their body surface area for up …

Monkeypox: A Contemporary Review For Healthcare Professionals, Boghuma K Titanji, Bryan Tegomoh, Saman Nematollahi, Michael Konomos, Prathit A Kulkarni

Faculty, Staff and Students Publications

The ongoing 2022 multicountry outbreak of monkeypox is the largest in history to occur outside of Africa. Monkeypox is an emerging zoonotic disease that for decades has been viewed as an infectious disease with significant epidemic potential because of the increasing occurrence of human outbreaks in recent years. As public health entities work to contain the current outbreak, healthcare professionals globally are aiming to become familiar with the various clinical presentations and management of this infection. We present in this review an updated overview of monkeypox for healthcare professionals in the context of the ongoing outbreaks around the world.

Frekuensi Dan Mortalitas Pasien Sepsis Dan Syok Septik Di Icu Rumah Sakit Swasta Tipe B, Di Tangerang Selatan, Abioso Wicaksono, Asri Adisasmita Prof

Jurnal Epidemiologi Kesehatan Indonesia

Syok septik, yang didefinisikan sebagai sepsis dengan abnormalitas pada system sirkulasi and selular atau metabolic, masih merupakan salah satu penyebab kematian di Intensive Care Unit (ICU) secara global (20%). Studi kros-seksional ini bertujuan untuk mengetahui frekuensi, faktor risiko syok septik dan mortalitas pada pasien sepsis yang dirawat di ICU di Indonesia. Sampel dikumpulkan dari RS tipe B di Tangerang Selatan, Banten tahun 2020. Data yang dikumpulkan terdiri dari tempat infeksi, komorbiditas: Diabetes Melitus (DM) II, hipertensi, penyakit paru obstruksi kronis dan penyakit ginjal Kronis, asal unit sebelum masuk ICU, Glasgow Coma Score (GCS), acute respiratory distress syndrome (ARDS), lama rawat …

Gain-Of-Signal Assays For Probing Inhibition Of Sars-Cov-2 Mpro/3clpro In Living Cells, Seyed Arad Moghadasi, Morgan A Esler, Yuka Otsuka, Jordan T Becker, Sofia N Moraes, Constance B Anderson, Srinivas Chamakuri, Christopher Belica, Chloe Wick, Daniel A Harki, Damian W Young, Louis Scampavia, Timothy P Spicer, Ke Shi, Hideki Aihara, William L Brown, Reuben S Harris

Faculty, Staff and Students Publications

The main protease, Mpro, of SARS-CoV-2 is required to cleave the viral polyprotein into precise functional units for virus replication and pathogenesis. Here, we report quantitative reporters for Mpro function in living cells in which protease inhibition by genetic or chemical methods results in robust signal readouts by fluorescence (enhanced green fluorescent protein [eGFP]) or bioluminescence (firefly luciferase). These gain-of-signal systems are scalable to high-throughput platforms for quantitative discrimination between Mpro mutants and/or inhibitor potencies as evidenced by validation of several reported inhibitors. Additional utility is shown by single Mpro amino acid variants and structural information combining to demonstrate that …

Treating Cytokine Storm In Patients With Covid-19, Ahmed Abdelhaleem, Deekshitha Turaka, Shameera Shaik Masthan, Steven B Lippmann

The University of Louisville Journal of Respiratory Infections

No abstract provided.

Time-To-Event Modeling For Hospital Length Of Stay Prediction For Covid-19 Patients, Yuxin Wen, Md. Fashiar Rahman, Yan Zhuang, Michael Pokojovy, Honglun Xu, Peter Mccaffrey, Alexander Vo, Eric Walser, Scott Moen, Tzu-Liang Bill Tseng

Engineering Faculty Articles and Research

Providing timely patient care while maintaining optimal resource utilization is one of the central operational challenges hospitals have been facing throughout the pandemic. Hospital length of stay (LOS) is an important indicator of hospital efficiency, quality of patient care, and operational resilience. Numerous researchers have developed regression or classification models to predict LOS. However, conventional models suffer from the lack of capability to make use of typically censored clinical data. We propose to use time-to-event modeling techniques, also known as survival analysis, to predict the LOS for patients based on individualized information collected from multiple sources. The performance of six …

Factors Associated With Covid-19 Vaccine Intentions Among South Carolina Residents, Mufaro Kanyangarara, Lauren Mcabee, Virginie G. Daguise, Melissa Nolan Ph.D., Mph

Faculty Publications

Despite evidence of vaccine safety and efficacy, vaccine hesitancy remains a major global health threat. The COVID-19 vaccine has presented unique vaccine hesitancy concerns compared to parental vaccine hesitancy towards childhood vaccines. South Carolina (SC) is home to a largely conservative population and historically has some of the lowest vaccination coverage rates in the United States of America. The goal of the current study was to identify factors associated with COVID-19 vaccine intentions among SC residents. From November 2020 to September 2021, 300,000 invitations to participate in community testing and complete an online survey were mailed to randomly selected SC …

A Preliminary Study Of Proinflammatory Cytokines And Depression Following West Nile Virus Infection, Allison Lino, Timothy A. Erickson, Melissa Nolan Ph.D., Mph, Kristy O. Murray, Shannon E. Ronca

Faculty Publications

West Nile virus (WNV) is a neurotropic flavivirus that can cause acute febrile illness leading to neuroinvasive disease. Depression is a well-described outcome following infection, but the underlying pathogenic mechanisms are unknown. Proinflammatory cytokines play important roles in WNV infection, but their role in depression post-WNV remains unstudied. This research aimed to retrospectively evaluate associations between proinflammatory cytokines and new onset depression in a WNV cohort. Participants with asymptomatic WNV infection were significantly less likely to report new onset depression when compared to those with symptomatic disease. Participants with encephalitis and obesity were significantly more likely to report new onset …

Part I Antimicrobial Resistance: Bacterial Pathogens Of Dermatologic Significance And Implications Of Rising Resistance, Saira George, Fiorinda F Muhaj, Celine D Nguyen, Stephen K Tyring

Faculty, Staff and Student Publications

Although the COVID-19 pandemic has been the defining global health crisis of our time, public health officials have been sounding the alarm of another ominous threat for years: an impending antimicrobial resistance crisis. In dermatology, antibiotics are often used for prolonged courses in the treatment of skin and soft tissue infections and common inflammatory skin conditions, increasing the risk of microbiome alteration and antibiotic-related adverse effects, all while exerting consequential selective pressures on both pathogenic and bystander bacteria. In this review, we hope to raise awareness of the crisis of antimicrobial resistance and review resistance concerns related to dermatology-relevant bacterial …

Covid-19 Case Complicated With Organizing Pneumonia And Pneumothorax: Correspondence, Hammad A. Bhatti, Minh Q. Ho

The University of Louisville Journal of Respiratory Infections

No abstract provided.

Transmission Dynamics Of Covid-19 In Ghana And The Impact Of Public Health Interventions, Sylvia Ofori, Jessica S. Schwind, Kelly L. Sullivan, Benjamin J. Cowling, Gerardo Chowell, Isaac Fung

Biostatistics, Epidemiology & Environmental Health Sciences: Faculty Publications

This study characterized COVID-19 transmission in Ghana in 2020 and 2021 by estimating the time-varying reproduction number (Rt) and exploring its association with various public health interventions at the national and regional levels. Ghana experienced four pandemic waves, with epidemic peaks in July 2020 and January, August, and December 2021. The epidemic peak was the highest nationwide in December 2021 with Rt ≥ 2. Throughout 2020 and 2021, per-capita cumulative case count by region increased with population size. Mobility data suggested a negative correlation between Rt and staying home during the first 90 days of the pandemic. The …

How Environmental Change Will Impact Mosquito-Borne Diseases, Arsal Khan

Master's Projects and Capstones

Mosquitos, the most lethal species throughout human history, are the most prevalent source of vector-borne diseases and therefore a major global health burden. Mosquito-borne disease incidence is expected to shift with environmental change. These changes can be predicted using species distribution models. With the wide variety of methods used for models, consensus for improving accuracy and comparability is needed. A comparative analysis of three recent modeling approaches revealed that integrating modeling techniques compensates for trade-offs associated with a singular approach. An area that represents a critical gap in our ability to predict mosquito behavior in response to changing climate factors, …

Cellular Automata: The Mathematical Theory Behind The Spread Of Covid-19 And Prediction Of Future Spread, Alison Drumheller

Undergraduate Theses and Capstone Projects

This thesis seeks to analyze the spread of the original COVID-19 strain and develop a mathematical model to predict the chances of being infected by this disease using a number of variables. This model is based on the mathematical theory of cellular automata, otherwise known as the theory of spread. The research uses real world data of COVID-19 which includes infection rate, death rate, vaccination rate, use of masks, and transmission rates. By using cellular automata, we predict that the more preventative measures an individual puts in place for themselves, the less likely they are to be infected by the …

Needs Assessment Of Southeastern United States Vector Control Agencies: Capacity Improvement Is Greatly Needed To Prevent The Next Vector-Borne Disease Outbreak, Kyndall C. Dye-Braumuller, Jennifer R. Gordon, Danielle John, Josie Morrissey, Kaci Mccoy, Rhoel R. Dinglasan, Melissa Nolan Ph.D., Mph

Faculty Publications

A national 2017 vector control capacity survey was conducted to assess the United States’ (U.S.’s) ability to prevent emerging vector-borne disease. Since that survey, the southeastern U.S. has experienced continued autochthonous exotic vector-borne disease transmission and establishment of invasive vector species. To understand the current gaps in control programs and establish a baseline to evaluate future vector control efforts for this vulnerable region, a focused needs assessment survey was conducted in early 2020. The southeastern U.S. region was targeted, as this region has a high probability of novel vector-borne disease introduction. Paper copies delivered in handwritten envelopes and electronic copies …

Burden, Clinical Characteristics, Risk Factors, And Seasonality Of Adenovirus 40/41 Diarrhea In Children In Eight Low-Resource Settings, Godfrey Guga, Sarah Elwood, Caroline Kimathi, Gagandeep Kang, Margaret N. Kosek, Aldo A M Lima, Pascal O. Bessong, Amidou Samie, Najeeha Talat Iqbal, Zulfiqar Ahmed Bhutta

Department of Biological & Biomedical Sciences

Background: The application of molecular diagnostics has identified enteric group adenovirus serotypes 40 and 41 as important causes of diarrhea in children. However, many aspects of the epidemiology of adenovirus 40/41 diarrhea have not been described.
Methods: We used data from the 8-site Etiology, Risk Factors, and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health and Development Project birth cohort study to describe site- and age-specific incidence, risk factors, clinical characteristics, and seasonality.
Results: The incidence of adenovirus 40/41 diarrhea was substantially higher by quantitative polymerase chain reaction than enzyme immunoassay and peaked at ∼30 episodes …