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Advancing Pandemic Response: Integrated Strategies For Testing, Prediction, And Bias Mitigation, Tianshu Gu 2025 University of Tennessee Health Science Center

Advancing Pandemic Response: Integrated Strategies For Testing, Prediction, And Bias Mitigation, Tianshu Gu

Theses and Dissertations (ETD)

The COVID-19 pandemic, along with prior outbreaks such as SARS and Ebola, has revealed critical gaps in global pandemic preparedness, emphasizing the need for integrated approaches to infectious disease management. This dissertation addresses three key areas of pandemic response: developing scalable screening strategies, constructing reliable predictive models, and mitigating demographic biases in artificial intelligence (AI) models used for healthcare decision-making.

The first study introduces a global screening strategy designed to optimize resource use and increase testing capacity, particularly in low- and middle-income countries (LMICs) where resources are limited. This study leverages pooled testing methods, where multiple samples are combined into …


Preferences And Willingness For Starting Daily, On-Demand, And Long-Acting Injectable Hiv Pre-Exposure Prophylaxis Among Transfeminine Persons In The Us, 2022-2023, Duygu Islek, Travis Sanchez, Stefan Baral, Carolyn Brown, Joanna A. Caldwell, Jennifer L. Glick, Danielle Friedman Nestadt, Jeb Jones, Iaah L. Lucas, Supriya Sarkar, Annemiek de Ruiter, Patrick S. Sullivan, Mariah Valentine-Graves, Savannah Winter, Vani Vannappagari 2025 Rollins School of Public Health

Preferences And Willingness For Starting Daily, On-Demand, And Long-Acting Injectable Hiv Pre-Exposure Prophylaxis Among Transfeminine Persons In The Us, 2022-2023, Duygu Islek, Travis Sanchez, Stefan Baral, Carolyn Brown, Joanna A. Caldwell, Jennifer L. Glick, Danielle Friedman Nestadt, Jeb Jones, Iaah L. Lucas, Supriya Sarkar, Annemiek De Ruiter, Patrick S. Sullivan, Mariah Valentine-Graves, Savannah Winter, Vani Vannappagari

School of Public Health Faculty Publications

Background There remains limited information concerning US transfeminine persons preferences across varying PrEP options. We examined PrEP option willingness, preferences, and associated factors among a US nationwide sample of transfeminine persons. Methods Sexually active transfeminine persons age 15 + were recruited online between June 2022-October 2023 through social media advertisements. Transfeminine persons not diagnosed with HIV were asked about willingness to initiate, and ranked preference, of three PrEP options- daily oral (DO), on-demand, and long-acting injectable (LA-PrEP). Log-binomial models were used to examine PrEP modality willingness and associated sociodemographic and behavioral characteristics. Results Among 2657 transfeminine persons not currently using …


Clostridioides (Clostridium) Difficile Infection In Hospitalized Adult Patients In Cambodia, Lengsea Eng, Deirdre A. Collins, Kefyalew Addis Alene, Sotharith Bory, Youdaline Theng, Pisey Vann, Sreyhuoch Meng, Setha Limsreng, Archie C.A. Clements, Thomas V. Riley 2025 Edith Cowan University

Clostridioides (Clostridium) Difficile Infection In Hospitalized Adult Patients In Cambodia, Lengsea Eng, Deirdre A. Collins, Kefyalew Addis Alene, Sotharith Bory, Youdaline Theng, Pisey Vann, Sreyhuoch Meng, Setha Limsreng, Archie C.A. Clements, Thomas V. Riley

Research outputs 2022 to 2026

Despite high levels of global concern, little is known about the epidemiology of Clostridioides (Clostridium) difficile infection (CDI) in Cambodia. This study aimed to identify the prevalence and risk factors for CDI, and molecular types of C. difficile in hospitalized adults at Calmette Hospital, Phnom Penh, Cambodia. Stool samples were collected from 263 hospitalized adults between June and September 2022 and tested for C. difficile using direct and enrichment cultures. PCR toxin genes tcdA, tcdB, cdtA, and cdtB, and amplification of the 16s–23s rRNA intergenic spacer region for ribotyping, were performed on all C. difficile isolates. C. difficile was isolated …


Tale Of A Colossal Heart: Coxsackie B Virus Related Dilated Cardiomyopathy Presenting As Ambulatory Cardiogenic Shock, Mahmood Danishwar, Muhammad Asad Hanif, Raesham Bukhari, Brian McCauley 2025 Reading Hospital-Tower Health

Tale Of A Colossal Heart: Coxsackie B Virus Related Dilated Cardiomyopathy Presenting As Ambulatory Cardiogenic Shock, Mahmood Danishwar, Muhammad Asad Hanif, Raesham Bukhari, Brian Mccauley

Tower Health Research Day

No abstract provided.


Aerosolized Transmissible Diseases Guidance Document, J. David Miller, John P. (Jack) Springston Jr., Cheryl L. Marcham, J. David Krause, Ling-Ling Hung, Wane A. Baker 2025 Carleton University

Aerosolized Transmissible Diseases Guidance Document, J. David Miller, John P. (Jack) Springston Jr., Cheryl L. Marcham, J. David Krause, Ling-Ling Hung, Wane A. Baker

Publications

Prior to COVID-19, pandemic influenza viruses have emerged four times in the previous one hundred years. This includes “Spanish” influenza (H1N1) in 1918, “Asian” influenza (H2N2) in 1957, “Hong Kong” influenza (H3N2) in 1968, and H1N1 “swine” influenza in 2009 (Saunders-Hastings & Krewski, 2016; Taubenberger, 2005). In early May 2024, the first reported human case of avian flu (H5N1) that had also infected cows in the US appeared in the literature (Uyeki et al., 2024). In late August 2024, OSHA released a hazard alert providing information for dairy workers on avian influenza in dairy cattle, together with personal protective equipment …


The Design, Construction, And Testing Of Mrna Vaccine Against Equine Herpes Virus, Bhawana Devkota 2025 Louisiana State University and Agricultural & Mechanical College

The Design, Construction, And Testing Of Mrna Vaccine Against Equine Herpes Virus, Bhawana Devkota

LSU Master's Theses

Equine Herpesvirus-1 (EHV 1) is a worldwide significant pathogen that causes respiratory illness, abortion, and neurological disorders in equine. Current vaccines, including live attenuated, inactivated, and subunit platforms, do not prevent viral latency, mucosal shedding, or cross-strain immunity, requiring alternative approaches. To address these gaps, this project explores the design, synthesis, and in vitro testing of an mRNA vaccine targeting immunogenic EHV 1 glycoprotein (gB, gC, gD, gG, and gM). Epitopes were computationally predicted using the Immune Epitope Database (IEDB), codon-optimized for Bos taurus, and cloned into pUCIDT vectors using SP6/T7 promoters. In vitro transcription (IVT) used nucleotide modifications …


Persistent Barriers To Implementation Of Long-Acting Injectable Antiretroviral Therapy, Jessica Hack, Adati Tarfa, Harlan Sayles, Nada Fadul 2025 University of Nebraska Medical Center

Persistent Barriers To Implementation Of Long-Acting Injectable Antiretroviral Therapy, Jessica Hack, Adati Tarfa, Harlan Sayles, Nada Fadul

EMET Projects

No abstract provided.


Strategies To Improve Antibody-Mediated Protection Against Herpes Simplex Virus Infections, Matthew D. Slein 2025 Dartmouth College

Strategies To Improve Antibody-Mediated Protection Against Herpes Simplex Virus Infections, Matthew D. Slein

Dartmouth College Ph.D Dissertations

No efficacious vaccine exists for herpes simplex virus and the global burden of disease remains high. Antibodies can serve as potent therapeutics to protect high risk populations such as neonates. Although rare, neonatal HSV (nHSV) infections can result in significant mortality and lifelong neurological morbidity even with antiviral therapy. While HSV-specific maternally derived antibodies significantly reduce the risk of neonatal disease in humans, the mechanisms by which they mediate protection have yet to be described. Using a mouse model of neonatal HSV (nHSV) infections we aimed to determine the mechanisms of antibody-mediated protection using monoclonal antibodies (mAbs) targeting two of …


Targets To Increase Hiv Pre-Exposure Prophylaxis (Prep) Uptake Among Communities In Northeast Georgia, Kaley E. Parchinski, Molly Hirsh, Andrew Cheng, Nia Kalifa, Manvi Manyam 2025 Medical College of Georgia

Targets To Increase Hiv Pre-Exposure Prophylaxis (Prep) Uptake Among Communities In Northeast Georgia, Kaley E. Parchinski, Molly Hirsh, Andrew Cheng, Nia Kalifa, Manvi Manyam

Journal of the Georgia Public Health Association

Background: This study seeks to identify targets to increase HIV pre-exposure prophylaxis (PrEP) uptake in Athens-Clarke County, GA, a non-urban area with high HIV burden and poor PrEP utilization.

Methods: A cross sectional survey of adults attending HIV outreach screenings in Athens, GA between November 2022 and March 2023 describes participant demographics and validated scales measuring PrEP knowledge, attitudes, stigma, descriptive norms, and intentions.

Results: Of 136 total participants, key demographic groups included Black (N=84, 61.8%), Latinx (N=10, 8.1%), LGBTQ+ (N=25, 18.4%), and persons who use injection drugs (N=19, 15%); overall, less than half of the PrEP knowledge items were …


Progressive Multifocal Leukoencephalopathy (Pml) Induced By Jc Virus: A Case Report And Review Of Clinical Implications, Hugo Zamarron, Roberto Cruz 2025 The University of Texas Rio Grande Valley

Progressive Multifocal Leukoencephalopathy (Pml) Induced By Jc Virus: A Case Report And Review Of Clinical Implications, Hugo Zamarron, Roberto Cruz

Research Symposium

Background: Progressive multifocal leukoencephalopathy (PML) is a rare but serious demyelinating disease of the central nervous system, caused by the John Cunningham (JC) virus. While the JC virus is common in the general population, it remains dormant in healthy individuals but can reactivate in immunocompromised patients, particularly those with HIV/AIDS or undergoing immunosuppressive treatments for organ transplants or autoimmune conditions. The virus attacks oligodendrocytes, leading to demyelination and significant neurological deficits. Immunosuppressive therapies such as natalizumab, rituximab, and mycophenolate increase the risk of PML. Diagnosing PML is challenging as its symptoms—focal neurological deficits, sensory-motor issues, and visual disturbances—overlap with conditions …


Atypical Dengue Fever With Severe Hematological Manifestations: A Case From The Rio Grande Valley, Elias Arellano Villanueva, Alhasan Asaad, Jose Campo Maldonado 2025 The University of Texas Rio Grande Valley

Atypical Dengue Fever With Severe Hematological Manifestations: A Case From The Rio Grande Valley, Elias Arellano Villanueva, Alhasan Asaad, Jose Campo Maldonado

Research Symposium

Background: Dengue fever, a mosquito-borne viral illness, is endemic in tropical regions, including border regions like the Rio Grande Valley while often self-limited, severe presentations such as dengue hemorrhagic fever and dengue shock syndrome highlight its challenges and complexities. This report describes an atypical dengue case with severe hematological manifestations, underscoring the diagnostic challenges and the importance of early recognition, multidisciplinary evaluation, and evidence-based management.

Case Presentation: A 22-year-old Hispanic female with no significant past medical history presented to the ED with hematemesis and fever following her travel to Monterrey, Mexico. Initial symptoms included high fever (107.6°F), chills, diarrhea, vomiting, …


Investing In Residential Real Estate: Understanding Homebuilder Exchange-Traded Fund Performance, Robert W. McLeod, Davinder K. Malhotra 2025 Thomas Jefferson University

Investing In Residential Real Estate: Understanding Homebuilder Exchange-Traded Fund Performance, Robert W. Mcleod, Davinder K. Malhotra

School of Business Faculty Papers

Homebuilder ETFs provide investors with a diversified portfolio of residential construction and sales companies which reduces risks associated with individual stock selection in the sector. This study examines the net monthly returns of homebuilder exchange-traded funds (ETFs) through various performance evaluation models and market situations. The results reveal that these ETFs outperformed benchmark indices in absolute returns. Despite homebuilding being part of the real estate sector, the correlation between monthly returns of homebuilder ETFs and the Dow Jones US Real Estate Index, though positive, is not very high. The performance of ETFs varied across market conditions, demonstrating both outperformance and …


Acute Heart Failure Secondary To Coxsackie Dilated Cardiomyopathy In An Immunocompetent Adult: A Case Report From A Social Disparities Perspective, Barbara Malaga-Espinoza, Donnel Dockery-Joseph, Jessica Daza, Oscar Lopez, Andres Suarez Parraga 2025 The University of Texas Rio Grande Valley

Acute Heart Failure Secondary To Coxsackie Dilated Cardiomyopathy In An Immunocompetent Adult: A Case Report From A Social Disparities Perspective, Barbara Malaga-Espinoza, Donnel Dockery-Joseph, Jessica Daza, Oscar Lopez, Andres Suarez Parraga

Research Symposium

Introduction: Cardiomyopathies (CM) are defined as myocardial disorders in the absence of coronary artery disease, hypertension, valvular or congenital heart conditions. Dilated CM is characterized by dilation and impaired contraction of one or both ventricles. The prevalence of this condition is underestimated because of variable disease expression and challenging diagnosis. We present the case of an undocumented and immunocompetent patient who debuted with acute heart failure after being exposed to significant environmental stressors.

Case Presentation: A 44-year-old Hispanic gentleman with a history of untreated hypertension presented to the ED with severely persistent left-sided chest pain at rest associated with frontoparietal …


Epstein-Barr Virus Sequence Variations Among The Understudied Nasopharyngeal Carcinoma Patients Of Diverse Ancestries In Southeast Asia, Hwee Sze Tee, Jingtong Liang, Norazlin Abdul Aziz, Xiang Zhou, Hamidah Akmal Hisham, Ke-En Tan, Yanhong Chen, Zuriani Burhanuddin, Johnny S.H. Kwan, Kwok-Wai Lo, Faridah Hassan, Sha'ariyah bt Mohd Mokhtar, Alan Soo Beng Khoo, Miao Xu, Yat-Yuen Lim, Lu Ping Tan 2025 Thomas Jefferson University

Epstein-Barr Virus Sequence Variations Among The Understudied Nasopharyngeal Carcinoma Patients Of Diverse Ancestries In Southeast Asia, Hwee Sze Tee, Jingtong Liang, Norazlin Abdul Aziz, Xiang Zhou, Hamidah Akmal Hisham, Ke-En Tan, Yanhong Chen, Zuriani Burhanuddin, Johnny S.H. Kwan, Kwok-Wai Lo, Faridah Hassan, Sha'ariyah Bt Mohd Mokhtar, Alan Soo Beng Khoo, Miao Xu, Yat-Yuen Lim, Lu Ping Tan

Department of Medical Oncology Faculty Papers

Epstein-Barr virus (EBV) is associated with cancers, including lymphomas and nasopharyngeal carcinoma (NPC). To date, risk variants for NPC were mainly identified from Chinese populations, which dominated the world's total number of cases. Although Southeast Asia (SEA) countries have among the world's top yet intriguingly diverse NPC age-standardized incidence rates across subpopulations, data on EBV from SEA remains scarce. In this study, we examined 83 NPC patients of different ancestries for the presence of risk haplotypes associated with the Southern Chinese NPC and generated and analyzed 67 EBV sequences (from tissue, patient-derived xenografts and lymphoblastoid cell lines of 60 NPC …


Assessing The Effects Of Long-Covid On Mental Health In The United States: A Population Based Study, Anusua Datta 2025 Thomas Jefferson University

Assessing The Effects Of Long-Covid On Mental Health In The United States: A Population Based Study, Anusua Datta

School of Business Faculty Papers

BACKGROUND: While most individuals recover fully from COVID-19, a significant proportion of survivors experience prolonged symptoms lasting three months or more, a condition commonly referred to as long-COVID. Long-COVID conditions have been associated with reduced quality of life. By utilizing a nationally representative sample of nearly a million Americans, this study provides insights into the prevalence and impact of long-COVID on anxiety and depression in the U.S.

METHODS: We utilize the Household Pulse Survey data, which provides the first population-based sample on the prevalence of long-COVID, beginning with its June 2022 wave. This survey also includes questions on respondents' mental …


Perspectives Of African American And Hispanic/Latino Individuals On Hiv Molecular Cluster Detection, Maxwell Richardson, Brendan H. Pulsifer, Jane Yoon Scott, David Holland, Eleanor W. Garlow, Pascale Wortley, Daniel Mauck, Jenna Gettings, Valeria Cantos, Masonia Traylor, Eric Rangel, David Folkes, Carlos Saldana 2025 Emory University School of Medicine

Perspectives Of African American And Hispanic/Latino Individuals On Hiv Molecular Cluster Detection, Maxwell Richardson, Brendan H. Pulsifer, Jane Yoon Scott, David Holland, Eleanor W. Garlow, Pascale Wortley, Daniel Mauck, Jenna Gettings, Valeria Cantos, Masonia Traylor, Eric Rangel, David Folkes, Carlos Saldana

Journal of the Georgia Public Health Association

Background: Responding to HIV clusters detected using molecular data has been shown to reduce transmission and improve testing, treatment, and prevention. However, there are varied opinions about the use of cluster detection activities, and some advocates have raised concerns about patient consent, data security, and the potential for HIV criminalization. Incorporating the perspectives of marginalized populations that are disproportionately affected by HIV is essential to understanding the diversity of those perspectives, yet it is often overlooked in the literature. Thus, our study seeks to highlight the perspectives of Black/African American and Hispanic/Latino individuals in the Southern United States on HIV …


How The Common Cold Impacts Learning, Catherine Mastroly 2025 Gettysburg College

How The Common Cold Impacts Learning, Catherine Mastroly

CAFE Symposium 2025

When someone gets the common cold, their ability to learn declines. As we know, symptoms such as coughing, congestion, and tiredness are present. However, many people may not know the extent of the effects of having a cold. In this paper, we look at how brain inflammation causes cognitive decline. Taking the functions of the brain while learning happens and linking it to the impact of immune response to the common cold in the brain, we are able to understand why and to what extent learning is impaired. As a college student, having this information is important in order to …


Mutational Scanning And Binding Free Energy Computations Of The Sars-Cov-2 Spike Complexes With Distinct Groups Of Neutralizing Antibodies: Energetic Drivers Of Convergent Evolution Of Binding Affinity And Immune Escape Hotspots, Mohammed Alshahrani, Vedant Parikh, Brandon Foley, Nishank Raisinghani, Gennady M. Verkhivker 2025 Chapman University

Mutational Scanning And Binding Free Energy Computations Of The Sars-Cov-2 Spike Complexes With Distinct Groups Of Neutralizing Antibodies: Energetic Drivers Of Convergent Evolution Of Binding Affinity And Immune Escape Hotspots, Mohammed Alshahrani, Vedant Parikh, Brandon Foley, Nishank Raisinghani, Gennady M. Verkhivker

Mathematics, Physics, and Computer Science Faculty Articles and Research

The rapid evolution of SARS-CoV-2 has led to the emergence of variants with increased immune evasion capabilities, posing significant challenges to antibody-based therapeutics and vaccines. In this study, we conducted a comprehensive structural and energetic analysis of SARS-CoV-2 spike receptor-binding domain (RBD) complexes with neutralizing antibodies from four distinct groups (A–D), including group A LY-CoV016, group B AZD8895 and REGN10933, group C LY-CoV555, and group D antibodies AZD1061, REGN10987, and LY-CoV1404. Using coarse-grained simplified simulation models, rapid energy-based mutational scanning, and rigorous MM-GBSA binding free energy calculations, we elucidated the molecular mechanisms of antibody binding and escape mechanisms, identified key …


Characteristics And Outcomes Of Adults Hospitalized With Respiratory Syncytial Virus, Brian S. Shaw, Cara Slaton, Ian P. Murphy, Michael McAlister, Daniel Egan, Kwabena Ayesu 2025 Orlando Health

Characteristics And Outcomes Of Adults Hospitalized With Respiratory Syncytial Virus, Brian S. Shaw, Cara Slaton, Ian P. Murphy, Michael Mcalister, Daniel Egan, Kwabena Ayesu

The University of Louisville Journal of Respiratory Infections

Background: Respiratory syncytial virus (RSV) is a negative sense single-stranded RNA virus (ssRNA) that primarily causes respiratory infections in both children and older adults. We examined clinical characteristics and outcomes of hospitalized adult patients who tested positive for RSV.

Methods: This was a multicenter, retrospective, descriptive study that examined adult patients admitted with a positive RSV test over two years across eight hospitals in Orlando, Florida.

Results: A total of 120 patients were included, of which 88 (73%) were 60 years old and older. Overall, patients with RSV infection were caucasian (62%) with a median age of 70 years and …


Quantitative Characterization And Prediction Of The Binding Determinants And Immune Escape Hotspots For Groups Of Broadly Neutralizing Antibodies Against Omicron Variants: Atomistic Modeling Of The Sars-Cov-2 Spike Complexes With Antibodies, Mohammed Alshahrani, Vedant Parikh, Brandon Foley, Nishank Raisinghani, Gennady M. Verkhivker 2025 Chapman University

Quantitative Characterization And Prediction Of The Binding Determinants And Immune Escape Hotspots For Groups Of Broadly Neutralizing Antibodies Against Omicron Variants: Atomistic Modeling Of The Sars-Cov-2 Spike Complexes With Antibodies, Mohammed Alshahrani, Vedant Parikh, Brandon Foley, Nishank Raisinghani, Gennady M. Verkhivker

Mathematics, Physics, and Computer Science Faculty Articles and Research

A growing body of experimental and computational studies suggests that the cross-neutralization antibody activity against Omicron variants may be driven by the balance and tradeoff between multiple energetic factors and interaction contributions of the evolving escape hotspots involved in antigenic drift and convergent evolution. However, the dynamic and energetic details quantifying the balance and contribution of these factors, particularly the balancing nature of specific interactions formed by antibodies with epitope residues, remain largely uncharacterized. In this study, we performed molecular dynamics simulations, an ensemble-based deep mutational scanning of SARS-CoV-2 spike residues, and binding free energy computations for two distinct groups …


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