Digital Commons Network^™

Risk-Stratified Treatment For Drug-Susceptible Pulmonary Tuberculosis., Vincent K. Chang, Marjorie Z. Imperial, Patrick P. J. Phillips, Gustavo E. Velásquez, Payam Nahid, Andrew Vernon, Ekaterina V. Kurbatova, Susan Swindells, Richard E. Chaisson, Susan E. Dorman, John L. Johnson, Marc Weiner, Amina Jindani, Thomas Harrison, Erin E. Sizemore, William Whitworth, Wendy Carr, Kia E. Bryant, Deron Burton, Kelly E. Dooley, Melissa Engle, Pheona Nsubuga, Andreas H. Diacon, Nguyen Viet Nhung, Rodney Dawson, Radojka M. Savic, Aids Clinical Trial Group, Tuberculosis Trials Consortium

Journal Articles: Infectious Diseases

The Phase 3 randomized controlled trial, TBTC Study 31/ACTG A5349 (NCT02410772) demonstrated that a 4-month rifapentine-moxifloxacin regimen for drug-susceptible pulmonary tuberculosis was safe and effective. The primary efficacy outcome was 12-month tuberculosis disease free survival, while the primary safety outcome was the proportion of grade 3 or higher adverse events during the treatment period. We conducted an analysis of demographic, clinical, microbiologic, radiographic, and pharmacokinetic data and identified risk factors for unfavorable outcomes and adverse events. Among participants receiving the rifapentine-moxifloxacin regimen, low rifapentine exposure is the strongest driver of tuberculosis-related unfavorable outcomes (HR 0.65 for every 100 µg∙h/mL increase, …

Pyrazinamide Safety, Efficacy, And Dosing For Treating Drug-Susceptible Pulmonary Tuberculosis: A Phase 3, Randomized Controlled Clinical Trial, Ava Y. Xu, Gustavo E. Velásquez, Nan Zhang, Vincent K. Chang, Patrick P. J. Phillips, Payam Nahid, Susan E. Dorman, Ekaterina V. Kurbatova, William C. Whitworth, Erin Sizemore, Kia Bryant, Wendy Carr, Nicole E. Brown, Melissa L. Engle, Nguyen Viet Nhung, Pheona Nsubuga, Andreas Diacon, Kelly E. Dooley, Richard E. Chaisson, Susan Swindells, Radojka M. Savic

Journal Articles: Infectious Diseases

Optimizing pyrazinamide dosing is critical to improve treatment efficacy while minimizing toxicity during tuberculosis treatment. Study 31/AIDS Clinical Trials Group A5349 represents the largest phase 3 randomized controlled therapeutic trial to date for such an investigation. Objectives: We sought to report pyrazinamide pharmacokinetic parameters, risk factors for lower pyrazinamide exposure, and relationships between pyrazinamide exposure and efficacy and safety outcomes. We aimed to determine pyrazinamide dosing strategies that optimize risks and benefits. Methods: We analyzed pyrazinamide steady-state pharmacokinetic data using population nonlinear mixed-effects models. We evaluated the contribution of pyrazinamide exposure to long-term efficacy using parametric time-to-event models and safety …

Preferences And Feasibility Of Long-Acting Technologies For Treatment Of Hepatitis C Virus In Low- And Middle-Income Countries: A Survey Of Providers And Policymakers, Neil Gupta, Susan Swindells, Kimberly Scarsi, Renae Furl, David L. Thomas, Ethel D. Weld, Joelle Dountio Ofimboudem, Hailemichael Desalegn, Saeed Hamid, Alethse De La Torre Rosas, Angelica E. Miranda, Andrew Owen, Steve Rannard, Lindsey Hiebert, Katherine Sun, John W. Ward

Journal Articles: Infectious Diseases

Long-acting technologies (LATs) for hepatitis C virus (HCV) are under development as a strategy to improve linkage to care, treatment adherence and outcomes. We conducted a survey of HCV treatment prescribers and HCV policymakers in low- and middle-income countries (LMICs) regarding acceptability and feasibility of HCV LATs. We included one-time intramuscular injection, subdermal implant and transdermal patch as potential LAT options. We surveyed participants regarding optimal health system and patient characteristics, concerns, potential barriers, overall feasibility and preferences for HCV LAT as compared to daily oral medication. Overall, 122 providers and 50 policymakers from 42 LMICs completed the survey. Among …

Self-Correcting Method For Highly Effective Office-Based Helicobacter Pylori Therapy Using Cumulative Test Of Cure Data, Maria Pina Dore, Ruben Hernaez, David Y Graham

Faculty, Staff and Students Publications

Background and aim: Helicobacter pylori infections have become resistant to many previously highly effective antimicrobial regimens resulting in clarithromycin, metronidazole, or fluoroquinolone-containing therapies becoming unsuccessful. Pretreatment susceptibility testing is only widely available in the United States but is still rarely done. Here, we propose a framework to monitor H. pylori eradication in small clinical settings by routinely assessing the effectiveness of therapy.

Methods: Because of the small sample size in individual practice's, we assume an acceptable cure rate of ≥80% (preferred cure rate ≥85%) in adherent patients, with a dichotomous outcome (cured vs. failed) and consecutive patient enrollment. To obtain …

Racial And Ethnic Disparities In Acuity Of Presentation Among Children With Newly Diagnosed Acute Leukemia, Lena E Winestone, Kelly D Getz, Yimei Li, Evanette Burrows, Michael E Scheurer, Vicky Tam, M Monica Gramatges, Jennifer J Wilkes, Tamara P Miller, Alix E Seif, Karen R Rabin, Brian T Fisher, Richard Aplenc

Center for Medical Ethics and Health Policy Staff Publications

We evaluated disparities in disease burden, organ dysfunction, vital signs, and timing of therapy in children newly presenting with acute leukemia. Among 899 patients with acute leukemia diagnosed at two large children's hospitals, a priori lab-based definitions of high disease burden, infection risk, renal dysfunction, and coagulopathy were applied to electronic health record data. Black patients with acute myeloid leukemia had increased prevalence of elevated white blood cell count and uric acid; Black patients with acute lymphoblastic leukemia demonstrated increased prevalence of coagulopathy. Black patients' presentation more frequently included multiple lab abnormalities consistent with advanced physiologic dysfunction. No differences were …

Lack Of Knowledge Of Antibiotic Risks Contributes To Primary Care Patients' Expectations Of Antibiotics For Common Symptoms, Lindsey A Laytner, Barbara W Trautner, Susan Nash, Roger Zoorob, Jennifer O Okoh, Eva Amenta, Kiara Olmeda, Juanita Salinas, Michael K Paasche-Orlow, Larissa Grigoryan

Faculty, Staff and Students Publications

Patient expectations of receiving antibiotics for common symptoms can trigger unnecessary use. We conducted a survey (n = 564) between January 2020 to June 2021 in public and private primary care clinics in Texas to study the prevalence and predictors of patients' antibiotic expectations for common symptoms/illnesses. We surveyed Black patients (33%) and Hispanic/Latine patients (47%), and over 93% expected to receive an antibiotic for at least 1 of the 5 pre-defined symptoms/illnesses. Public clinic patients were nearly twice as likely to expect antibiotics for sore throat, diarrhea, and cold/flu than private clinic patients. Lack of knowledge of potential risks …

Gsk-3Β As A Potential Coordinator Of Anabolic And Catabolic Pathways In Hepatitis C Virus Insulin Resistance, Gokul C Das, F Blaine Hollinger

Faculty, Staff and Students Publications

INTRODUCTION: Chronic hepatitis C infection can result in insulin resistance (IR). We have previously shown that it occurs through the interaction of pathways for glucose homeostasis, insulin signaling, and autophagy. But it is not known how soon the pathways are activated and how IR is related to the signals generated by catabolic and anabolic conditions occurring in infected cells. We have extended our studies to a cell culture system mimicking acute infection and to downstream pathways involving energy-sensor AMPK and nutrient-sensor mTOR that are active in catabolic and anabolic processes within the infected cells.

METHODS: Huh7 liver cells in culture …

Generation And Characterization Of In Vitro Transcribed Mrna, Cristina Poveda, Yi-Lin Chen, Ulrich Strych

Faculty, Staff and Students Publications

Here we describe the in vitro preparation of mRNA from DNA templates, including setting up the transcription reaction, mRNA capping, and mRNA labeling. We then describe methods used for mRNA characterization, including UV and fluorescence spectrophotometry, as well as gel electrophoresis. Moreover, characterization of the in vitro transcribed RNA using the Bioanalyzer instrument is described, allowing a higher resolution analysis of the target molecules. For the in vitro testing of the mRNA molecules, we include protocols for the transfection of various primary cell cultures and the confirmation of translation by intracellular staining and western blotting.

Persistence Of Dengue Serotype 2 Viral Rna In Blood Cells Of A Returned Traveler With Dengue Fever, Rebecca S B Fischer, Samuel Vilchez, Shannon E Ronca, Rebecca Kairis, Allison Lino, Adrianna Maliga, Sarah M Gunter, Kristy O Murray

Faculty, Staff and Students Publications

Dengue virus (DENV) is one of the most significant vector-borne pathogens worldwide. In this report, we describe clinical features and laboratory detection of dengue in a 45-year-old traveler to Nicaragua on return home to the United States in 2019. Clinical presentation was mild, with rash, headache, and fatigue, with only low-grade transient fever. Infection dynamics were documented by serology and PCR of serially collected body fluids. DENV serotype 2 was detected in whole blood 1 day after symptoms emerged, with viral RNA isolated to the red cell fraction, and remained detectable through day 89. DENV-2 RNA was detected in serum …

Assessing The Value And Knowledge Gains From An Online Tick Identification And Tick-Borne Disease Management Course For The Southeastern United States, Catherine A. Lippi, Holly D. Gaff, Alexis L. White, Sadie J. Ryan

Biological Sciences Faculty Publications

Background

Tick-borne diseases are a growing public health threat in the United States. Despite the prevalence and rising burden of tick-borne diseases, there are major gaps in baseline knowledge and surveillance efforts for tick vectors, even among vector control districts and public health agencies. To address this issue, an online tick training course (OTTC) was developed through the Southeastern Center of Excellence in Vector-Borne Diseases (SECOEVBD) to provide a comprehensive knowledge base on ticks, tick-borne diseases, and their management.

Methods

The OTTC consisted of training modules covering topics including tick biology, tick identification, tick-borne diseases, and public health, personal tick …

Salmonella Detection In Food Using A Hek-Htlr5 Reported Cell-Based Sensor, Esma Eser, Victoria A. Felton, Rishi Drolia, Arun K. Bhunia

Biological Sciences Faculty Publications

The development of a rapid, sensitive, specific method for detecting foodborne pathogens is paramount for supplying safe food to enhance public health safety. Despite the significant improvement in pathogen detection methods, key issues are still associated with rapid methods, such as distinguishing living cells from dead, the pathogenic potential or health risk of the analyte at the time of consumption, the detection limit, and the sample-to-result. Mammalian cell-based assays analyze pathogens’ interaction with host cells and are responsive only to live pathogens or active toxins. In this study, a human embryonic kidney (HEK293) cell line expressing Toll-Like Receptor 5 (TLR-5) …

Advancing Kidney Xenotransplantation With Anesthesia And Surgery – Bridging Preclinical And Clinical Frontiers Challenges And Prospects, Xiaojian Zhang, Hailian Wang, Qin Xie, Yang Zhang, Yixin Yang, Man Yuan, Yuqi Cui, Si-Yuan Song, Jianzhen Lv, Yi Wang

Children’s Nutrition Research Center Staff Publications

Xenotransplantation is emerging as a vital solution to the critical shortage of organs available for transplantation, significantly propelled by advancements in genetic engineering and the development of sophisticated immunosuppressive treatments. Specifically, the transplantation of kidneys from genetically engineered pigs into human patients has made significant progress, offering a potential clinical solution to the shortage of human kidney supply. Recent trials involving the transplantation of these modified porcine kidneys into deceased human bodies have underscored the practicality of this approach, advancing the field towards potential clinical applications. However, numerous challenges remain, especially in the domains of identifying suitable donor-recipient matches and …

Exploring The Relationship Between Vaccine Hesitancy And Mothers’ Perspectives On Covid-19 Vaccines For Children Ages 5–11 Years During The Omicron Predominant Period 2021–2022: A Qualitative Study, Tiffany A Suragh, David Adzrago, Marlyn A Allicock, Paul G Yeh, Paula Cuccaro

Faculty, Staff and Student Publications

Background: The United States Food and Drug Administration authorized COVID-19 vaccines for children ages 5-11 years in October 2021 during the Omicron predominant period. Parental vaccine hesitancy was prevalent during this time, resulting in low childhood COVID-19 vaccine uptake. Most studies exploring factors influencing parental vaccine hesitancy have focused on racial and ethnic minorities and lower socioeconomic populations; however, there is little knowledge of the drive drivers of vaccine hesitancy among White parents with higher education and socioeconomic statuses.

Methods: We conducted semi-structured interviews with a sample of 15 White mothers of children ages 5-11 years in Atlanta, GA, between …

State Of The Science Of Scale-Up Of Cancer Prevention And Early Detection Interventions In Low- And Middle-Income Countries: A Scoping Review, Tara M Friebel-Klingner, Gloria Guevara Alvarez, Hope Lappen, Lydia E Pace, Keng-Yen Huang, Maria E Fernández, Donna Shelley, Anne F Rositch

Faculty, Staff and Student Publications

PURPOSE: Cancer deaths in low- and middle-income countries (LMICs) will nearly double by 2040. Available evidence-based interventions (EBIs) for cancer prevention and early detection can reduce cancer-related mortality, yet there is a lack of evidence on effectively scaling these EBIs in LMIC settings.

METHODS: We conducted a scoping review to identify published literature from six databases between 2012 and 2022 that described efforts for scaling cancer prevention and early detection EBIs in LMICs. Included studies met one of two definitions of scale-up: (1) deliberate efforts to increase the impact of effective intervention to benefit more people or (2) an intervention …

Social Determinants Of Health Predict Readmission Following Covid-19 Hospitalization: A Health Information Exchange-Based Retrospective Cohort Study, Micaela N Sandoval, Jennifer L Mikhail, Melyssa K Fink, Guillermo A Tortolero, Tru Cao, Ryan Ramphul, Junaid Husain, Eric Boerwinkle

Faculty, Staff and Student Publications

INTRODUCTION: Since February 2020, over 104 million people in the United States have been diagnosed with SARS-CoV-2 infection, or COVID-19, with over 8.5 million reported in the state of Texas. This study analyzed social determinants of health as predictors for readmission among COVID-19 patients in Southeast Texas, United States.

METHODS: A retrospective cohort study was conducted investigating demographic and clinical risk factors for 30, 60, and 90-day readmission outcomes among adult patients with a COVID-19-associated inpatient hospitalization encounter within a regional health information exchange between February 1, 2020, to December 1, 2022.

RESULTS AND DISCUSSION: In this cohort of 91,007 …

Prozone Masks Elevated Sars-Cov-2 Antibody Level Measurements, Micaela N Sandoval, Samuel P Mcclellan, Stephen J Pont, Jessica A Ross, Michael D Swartz, Mark A Silberman, Eric Boerwinkle

Faculty, Staff and Student Publications

We report a prozone effect in measurement of SARS-CoV-2 spike protein antibody levels from an antibody surveillance program. Briefly, the prozone effect occurs in immunoassays when excessively high antibody concentration disrupts the immune complex formation, resulting in a spuriously low reported result. Following participant inquiries, we observed anomalously low measurement of SARS-CoV-2 spike protein antibody levels using the Roche Elecsys® Anti-SARS-CoV-2 S immunoassay from participants in the Texas Coronavirus Antibody Research survey (Texas CARES), an ongoing prospective, longitudinal antibody surveillance program. In July, 2022, samples were collected from ten participants with anomalously low results for serial dilution studies, and a …

State Of The Science Of Scale-Up Of Cancer Prevention And Early Detection Interventions In Low- And Middle-Income Countries: A Scoping Review, Tara M Friebel-Klingner, Gloria Guevara Alvarez, Hope Lappen, Lydia E Pace, Keng-Yen Huang, Maria E Fernández, Donna Shelley, Anne F Rositch

Faculty, Staff and Student Publications

Purpose: Cancer deaths in low- and middle-income countries (LMICs) will nearly double by 2040. Available evidence-based interventions (EBIs) for cancer prevention and early detection can reduce cancer-related mortality, yet there is a lack of evidence on effectively scaling these EBIs in LMIC settings.

Methods: We conducted a scoping review to identify published literature from six databases between 2012 and 2022 that described efforts for scaling cancer prevention and early detection EBIs in LMICs. Included studies met one of two definitions of scale-up: (1) deliberate efforts to increase the impact of effective intervention to benefit more people or (2) an intervention …

Narrative Feature Or Structured Feature? A Study Of Large Language Models To Identify Cancer Patients At Risk Of Heart Failure, Ziyi Chen, Mengyuan Zhang, Mustafa Mohammed Ahmed, Yi Guo, Thomas J George, Jiang Bian, Yonghui Wu

Faculty, Staff and Student Publications

Cancer treatments are known to introduce cardiotoxicity, negatively impacting outcomes and survivorship. Identifying cancer patients at risk of heart failure (HF) is critical to improving cancer treatment outcomes and safety. This study examined machine learning (ML) models to identify cancer patients at risk of HF using electronic health records (EHRs), including traditional ML, Time-Aware long short-term memory (T-LSTM), and large language models (LLMs) using novel narrative features derived from the structured medical codes. We identified a cancer cohort of 12,806 patients from the University of Florida Health, diagnosed with lung, breast, and colorectal cancers, among which 1,602 individuals developed HF …

A Reinforcement Learning (Rl)-Motivated Simulation Framework For Evaluating Vancomycin Dosing Strategies, Bingyu Mao, Ziqian Xie, Laila Rasmy, Masayuki Nigo, Degui Zhi

Faculty, Staff and Student Publications

Achieving and maintaining the therapeutic range in vancomycin treatment is important for optimal outcomes. While guidelines and best practices based on empirical studies exist, the theoretical best dosing strategies under various conditions remain illusive. We developed an RL-based simulation framework using a deep learning two-compartment pharmacokinetic model (PK-RNN-2CM) and introduced the area under the time-concentration curve (AUC) reward score, which translates clinical guidelines into an RL reward. Ground truth time-concentration curves were generated from patient-specific data, and simulated curves were produced under different dosing strategies with optional noise perturbations to mimic real-world settings. Evaluation metrics included 24-hour AUC assessments and …

Editorial: Immunological Aspects Of Emerging And Re-Emerging Zoonoses, Wei Wang, Jingxin Li, Yuejin Liang, Wenping Gong

Faculty, Staff and Student Publications

No abstract provided.

Unicentric Castleman Disease: Illustration Of Its Morphologic Spectrum And Review Of The Differential Diagnosis, Siba El Hussein, Andrew G Evans, Hong Fang, Wei Wang, L Jeffrey Medeiros

Faculty, Staff and Student Publications

Context: Unicentric Castleman disease (UCD) is a dynamic entity with a wide spectrum of morphologic findings. UCD can be further subdivided into hyaline-vascular and mixed/plasmacytic variants. Hyaline-vascular UCD has both follicular and interfollicular (stromal) changes, and occasionally these lesions show a skewed representation of either the follicular or stromal compartments. Plasmacytosis is usually minimal in the hyaline-vascular variant. The mixed/plasmacytic variant of UCD is composed of sheets of plasma cells often associated with a variable number of follicles with regressive changes.

Objective: To illustrate the differential diagnosis of UCD, as it is quite broad and includes lymphomas, plasma cell neoplasms, …

Highly Variable Timing Renders Immunotherapy Efficacy And Toxicity Impractical Biomarkers Of One Another In Clinical Practice, Mitchell S Von Itzstein, Yuqiu Yang, Yiqing Wang, David Hsiehchen, Thomas Y Sheffield, Farjana Fattah, Vinita Popat, Murtaza Ahmed, Jade Homsi, Jonathan E Dowell, Sawsan Rashdan, Jay Lohrey, Hans J Hammers, Randall S Hughes, Tao Wang, Yang Xie, David E Gerber

Faculty, Staff and Student Publications

Background: A useful clinical biomarker requires not only association but also a consistent temporal relationship. For instance, chemotherapy-induced neutropenia and epidermal growth-factor inhibitor-related acneiform rash both occur within weeks of treatment initiation, thereby providing information prior to efficacy assessment. Although immune checkpoint inhibitor (ICI)-associated immune-related adverse events (irAE) have been associated with therapeutic benefit, irAE may have delayed and highly variable onset. To determine whether ICI efficacy and irAE could serve as clinically useful biomarkers for predicting each other, we determined the temporal relationship between initial efficacy assessment and irAE onset in a diverse population treated with ICI.

Methods: Using …

Accelerate Vaccine Development Using Seamless Phase 2/3 Trial Designs, Jia-Ying Yang, Guo-Chun Li, Ying Yuan

Faculty, Staff and Student Publications

Background: Traditional vaccine development, often a lengthy and costly process of three separated phases. However, the swift development of COVID-19 vaccines highlighted the critical importance of accelerating the approval of vaccines. This article showcases a seamless phase 2/3 trial design to expedite the development process, particularly for multi-valent vaccines.

Research design and methods: This study utilizes simulation to compare the performance of seamless phase 2/3 design with that of conventional trial design, specifically by re-envisioning a 9-valent HPV vaccine trial. Across three cases, several key performance metrics are evaluated: overall power, type I error rate, average sample size, trial duration, …

Emerging Therapeutic Options For Follicular-Derived Thyroid Cancer In The Era Of Immunotherapy, Naimah Turner, Sarah Hamidi, Rim Ouni, Rene Rico, Ying C Henderson, Maria Puche, Sayan Alekseev, Jocelynn G Colunga-Minutti, Mark E Zafereo, Stephen Y Lai, Sang T Kim, Maria E Cabanillas, Roza Nurieva

Faculty, Staff and Student Publications

Although most follicular-derived thyroid cancers are well differentiated and have an overall excellent prognosis following treatment with surgery and radioiodine, management of advanced thyroid cancers, including iodine refractory disease and poorly differentiated/undifferentiated subtypes, is more challenging. Over the past decade, better understanding of the genetic drivers and immune milieu of advanced thyroid cancers has led to significant progress in the management of these patients. Numerous targeted kinase inhibitors are now approved by the U.S Food and Drug administration (FDA) for the treatment of advanced, radioiodine refractory differentiated thyroid cancers (DTC) as well as anaplastic thyroid cancer (ATC). Immunotherapy has also …

Influence Of Oral Microbiome On Longitudinal Patterns Of Oral Mucositis Severity In Patients With Squamous Cell Carcinoma Of The Head And Neck, Liangliang Zhang, Erin Marie D San Valentin, Teny M John, Robert R Jenq, Kim-Anh Do, Ehab Y Hanna, Christine B Peterson, Cielito C Reyes-Gibby

Faculty, Staff and Student Publications

Background: This study investigated the influence of oral microbial features on the trajectory of oral mucositis (OM) in patients with squamous cell carcinoma of the head and neck.

Methods: OM severity was assessed and buccal swabs were collected at baseline, at the initiation of cancer treatment, weekly during cancer treatment, at the termination of cancer treatment, and after cancer treatment termination. The oral microbiome was characterized via the 16S ribosomal RNA V4 region with the Illumina platform. Latent class mixed-model analysis was used to group individuals with similar trajectories of OM severity. Locally estimated scatterplot smoothing was used to fit …

Incidence And Impact Of Fungal Infections In Post-Transplantation Cyclophosphamide-Based Graft-Versus-Host Disease Prophylaxis And Haploidentical Hematopoietic Cell Transplantation: A Center For International Blood And Marrow Transplant Research Analysis, Genovefa A Papanicolaou, Min Chen, Naya He, Michael J Martens, Soyoung Kim, Marjorie V Batista, Neel S Bhatt, Peiman Hematti, Joshua A Hill, Hongtao Liu, Sunita Nathan, Matthew D Seftel, Akshay Sharma, Edmund K Waller, John R Wingard, Jo-Anne H Young, Christopher E Dandoy, Miguel-Angel Perales, Roy F Chemaly, Marcie Riches, Celalettin Ustun

Faculty, Staff and Student Publications

Fungal infection (FI) after allogeneic hematopoietic cell transplantation (HCT) is associated with increased morbidity and mortality. Neutropenia, HLA mismatch, graft-versus-host disease (GVHD), and viral infections are risk factors for FI. The objectives of this Center for International Blood and Marrow Transplant Research registry study were to compare the incidence and density of FI occurring within 180 days after HCT in matched sibling (Sib) transplants with either calcineurin inhibitor (CNI)-based or post-transplantation cyclophosphamide (PTCy)-based GVHD prophylaxis and related haploidentical transplants receiving PTCy, and to examine the impact of FI by day 180 on transplantation outcomes.

Methods: Patients who underwent their first …

Identifying Missing Is-A Relations In Snomed Ct With Fine-Tuned Pre-Trained Language Models And Non-Lattice Subgraphs, Xubing Hao, Rashmie Abeysinghe, Jay Shi, Guo-Qiang Zhang, Licong Cui

Faculty, Staff and Student Publications

Ensuring the completeness of IS-A relations in SNOMED CT is crucial for maintaining its accuracy in clinical applications. In this study, we propose a hybrid approach leveraging non-lattice subgraphs and pre-trained language models (PLMs) to identify missing IS-A relations in SNOMED CT. We fine-tuned four BERT-based models: BERT, DistillBERT, DeBERTa, and BioClinicalBERT, and four generative large language models (LLMs): BioMistral, Llama3, Gemma2, and Phi-4. Missing IS-A relations were identified through consensus predictions by all eight models. De-BERTa achieved the best performance (precision: 0.96, recall: 0.97, F1-score: 0.965) for IS-A relation prediction. Our approach identified 678 potential missing IS-A relations in …

Measurement Of 8-Hydroxy-2′-Deoxyguanosine In Serum And Cerebrospinal Fluid Of Horses With Neuroaxonal Degeneration And Other Causes Of Proprioceptive Ataxia, Megan Palmisano, Jeaneen Kulp, Susan Bender, Darko Stefanovski, Mary Robinson, Amy Johnson

Faculty, Staff and Student Publications

BACKGROUND: Eight-hydroxy-2'-deoxyguanosine (8-OHdG), a biomarker of oxidative damage evaluated in human neurodegenerative disease, has potential to correlate with postmortem diagnosis of neuroaxonal dystrophy/degenerative myeloencephalopathy (NAD/DM) in horses.

HYPOTHESIS: We hypothesized that 8-OHdG will be higher in CSF and serum from NAD/DM horses compared with horses with other neurologic diseases (CVSM, EPM) and a control group of neurologically normal horses. We also hypothesized that 8-OHdG will be higher in CSF compared with serum from NAD/DM horses.

ANIMALS: Fifty client-owned horses with postmortem diagnoses: 20 NAD/DM, 10 CVSM, 10 EPM, and 10 control horses. Serum and CSF samples were obtained between November …

Measurement Of 8-Hydroxy-2′-Deoxyguanosine In Serum And Cerebrospinal Fluid Of Horses With Neuroaxonal Degeneration And Other Causes Of Proprioceptive Ataxia, Megan Palmisano, Jeaneen Kulp, Susan Bender, Darko Stefanovski, Mary Robinson, Amy Johnson

Faculty, Staff and Student Publications

BACKGROUND: Eight-hydroxy-2'-deoxyguanosine (8-OHdG), a biomarker of oxidative damage evaluated in human neurodegenerative disease, has potential to correlate with postmortem diagnosis of neuroaxonal dystrophy/degenerative myeloencephalopathy (NAD/DM) in horses.

HYPOTHESIS: We hypothesized that 8-OHdG will be higher in CSF and serum from NAD/DM horses compared with horses with other neurologic diseases (CVSM, EPM) and a control group of neurologically normal horses. We also hypothesized that 8-OHdG will be higher in CSF compared with serum from NAD/DM horses.

ANIMALS: Fifty client-owned horses with postmortem diagnoses: 20 NAD/DM, 10 CVSM, 10 EPM, and 10 control horses. Serum and CSF samples were obtained between November …

Absolute Concentration Estimation Of Covid-19 Convalescent And Post-Vaccination Igg Antibodies, Melvin E Klegerman, Tao Peng, Ira Seferovich, Mohammad H Rahbar, Manouchehr Hessabi, Amirali Tahanan, Audrey Wanger, Carolyn Z Grimes, Luis Z Ostrosky-Zeichner, Kent Koster, Jeffrey D Cirillo, Dinuka Abeydeera, Steve De Lira, David D Mcpherson

Faculty, Staff and Student Publications

Soon after commencement of the SARS-CoV-2 disease outbreak of 2019 (COVID-19), it became evident that the receptor-binding domain of the viral spike protein is the target of neutralizing antibodies that comprise a critical element of protective immunity to the virus. This study addresses the relative lack of information regarding actual antibody concentrations and binding affinities in convalescent plasma (CP) samples from COVID-19 patients and extends these analyses to post-vaccination (PV) samples to estimate protective IgG antibody (Ab) levels. A direct enzyme-linked immunosorbent assay (ELISA) was used to measure IgG anti-spike protein (SP) antibodies (Abs) relative to human chimeric spike S1 …