Digital Commons Network^™

Product, Process, And Behavior Influences On Value Retention Processes: Toward A Circular Economy In Consumer Electronics, Kyle Parnell

Theses

Consumer electronic products (CEP) manufacturing and retail contribute markedly to global industrial activity; worldwide estimates suggest revenue growth from $1 trillion in 2020 to $1.5 trillion by 2026. Consequently, the production, distribution, use, and end-of-life (EOL) disposition of these products are responsible for considerable social and environmental impacts, including 35 million metric tonnes of waste to landfill per year, 793 million metric tonnes (MMT)—and growing—of carbon dioxide-equivalent (CO2e) greenhouse gas (GHG) emissions per year, and innumerable adverse effects on human health and development. Driving these impacts are the inherent characteristics of CEPs themselves, which increasingly require critical materials in design, …

Advancing The Utility Of Unmanned Aerial Systems (Uas)-Based Imaging Techniques In Broadacre Agriculture: A Multimodal Case Study On Table Beets, Mohammad Shahriar Saif

Theses

Efficient and sustainable food production and management are growing concerns in the context of an ever-increasing global population. It is in this context that the integration of remote sensing with advanced imaging technologies presents transformative opportunities for data-driven decision-making in agriculture. This study therefore explores the use of unmanned aerial systems (UAS) equipped with multispectral, hyperspectral, and LiDAR sensors for the non-destructive monitoring of table beet (Beta vulgaris) crop traits, with a specific focus on root yield estimation and foliar disease assessment. Table beet, a subterranean crop of increasing commercial and nutritional importance, poses unique challenges for above-canopy sensing due …

Radio Emission As A Probe Of Astrophysical Sources And Ionized Media, Olivia R. Young

Theses

Broadband radio emission originates from a wide range of astronomical sources, such as the hot plasma of the middle solar corona and the exotic environments found around objects such as radio pulsars. For many of these sources, radio emission mechanisms and regions are not well understood, as they are complex and obscured from direct observation by the ionized media that the emission must traverse as it radiates outward toward the observer. Broadband radio waves from galactic astrophysical sources are delayed and distorted on their paths toward the Earth as they pass through the free electrons that compose a variety of …

Towards A Foundational Framework For Real-World Active Learning: Theory, Algorithms, And Applications, Dayou Yu

Theses

While supervised learning has seen great success in the modern machine learning era, the challenge of obtaining high-quality labeled training data still exists. In many knowledge-rich domains, we still face the problem of letting machine learning models learn well using a limited number of labels. Active learning (AL) has been a prominent learning paradigm that deals with such problems. This thesis reviews the classical challenges of AL, summarizes how our prior work has advanced the field, and charts a course for adapting AL to realistic and challenging scenarios. We begin by discussing past work on standard scenarios for AL, including …

Retrofitting An Fdm Printer For 3d Printing With Cotton Yarn: A Novel Approach And Mechanical Property Evaluation, Muhammad Aghead Al Arnaout

Theses

The rapid rise of 3D printing in industry has intensified research into developing advanced and sustainable printing materials, as the properties of the feedstock directly influence the performance of the final product. This thesis investigates the integration of natural cotton yarn into PLA (Polylactic Acid) to enhance mechanical behavior while maintaining cost-effectiveness, using a standard 3D printer without any modifications. Experimental results across three phases demonstrated consistent improvements. In the first phase, cotton–PLA composites exhibited higher ductility (+22.27%) and toughness (+10.51%) than pure PLA, albeit with lower stress values and a slight decrease in Young’s modulus. In the second phase, …

Climate Drives Genetic Diversity Loss In American Pika (Ochotona Princeps) Populations In The Great Basin, Emily N. Kulig, Jane Van Gunst, Michael J. Hernandez, Yvonne Luong, Monica Villaseñor, Rachel S. Crowhurst, Clinton W. Epps, Jessica A.Castillo Vardaro

Faculty Research, Scholarly, and Creative Activity

American pikas (Ochotona princeps) are small, thermally sensitive mammals that primarily live in montane and alpine environments. The Sierra Nevada lineage (O. p. schisticeps) has experienced numerous local extinctions, most of which occurred in hotter, drier regions such as the Great Basin. Few genetic studies have assessed these at-risk populations. This study aims to fill that gap by conducting fine-scale genetic analyses on populations in low-elevation Great Basin habitat in northwestern Nevada. Specifically, we: (i) quantified genetic diversity and structure among populations within O. p schisticeps, with particular focus on northwestern Nevada; and (ii) assessed the influence of primary productivity …

Performance Of The Two Sample Likelihood Ratio Test Under A Nested Dirichlet: A Simulation Study, Edwina Agyeman

Electronic Theses and Dissertations

Compositional data analysis (CoDA) addresses multivariate data constrained to a constant sum, such as proportions or percentages. Originating from early warnings regarding misinterpretation by Pearson (1897), the field was formalized by John Aitchison in 1986, whose foundational work remains highly influential. Over time, new modeling techniques and visualization tools have advanced the field, as noted by Greenacre et al. More recently, Turner et al. proposed an approach based on the Nested Dirichlet Distribution (NDD), which accommodates more flexible dependence structures than the standard Dirichlet model. This thesis builds on the methodology of Turner et al. Chapter 1 introduces the nature …

Opportunistic Short-Term Water Uptake Dynamics By Subalpine Trees Observed Via In Situ Water Isotope Measurements, Matthias Sprenger, Stefan Seeger, Max Berkelhammer, Nathaniel A. Bogie, Raymond J. Hess, Wendy S. Brown, Sylvain Kuppel, James Knighton

Faculty Research, Scholarly, and Creative Activity

Variations in tree water sources are important to understand in semi-arid ecosystems because climatic shifts towards lower snowpack and increased drought affect water availability in subalpine forests of the western US. Here, we use daily in situ measurements of stable isotopes (²H & ¹⁸O) in soil and tree stem water, soil matric potential and sap flow to study tree water uptake dynamics. We instrumented three soil profiles down to 90 cm, as well as three aspen and engelmann spruce trees near Gothic, Colorado, in the East River watershed. We observed the fate of natural isotopic variations in …

Analyzing Sports Motion Using Calculus, Joshua Vidal, Maryam Khazaei Pool

Faculty Research, Scholarly, and Creative Activity

Calculus helps analyze sports motion by modeling a ball's vertical path as a quadratic fuction, capturing initial velocity, gravity, and height. Differentiating this function reveals velocity and acceleration, key to finding peak height, time to peak, and airtime. Using Python, we can accurately calculate and visualize these motions. Linear algebra further connects player skills like strength, technique, and accuracy to kick distance, enabling performance prediction and comparision.

Nephrostomy (Pcn) Versus Nephroureteral Stent (Double Jj); An Ongoing Battle, Mohammad Ghasemi-Rad, Kelly Trinh, David Wynne, Mohadese Ahmadzade, Muhammad Hamza Shamim, Omar Guerrero, Ashley Bancroft, Shreya Ranganath, David Leon

Faculty, Staff and Students Publications

In the realm of medical procedures for urinary obstructions, a distinct division of roles is evident: the vast majority of percutaneous nephrostomies (PCNs) are the domain of Interventional Radiology (IR), while the placement of double J stents (JJ stents) falls squarely under Urology. This division, however, is not without its complexities. When confronted with a patient suffering from a urinary obstruction, the decision-making process can become intricate. The underlying cause often fuels the debate: should IR intervene with a PCN, or should Urology place a JJ stent? Such decisions have profound implications for the individual patient.In this comprehensive review, we …

Integrative Exome Sequencing And Machine Learning Identify Micb And Interferon Pathway Genes As Contributors To Ssc Risk, Shamika Ketkar, Hongzheng Dai, Lindsay Burrage, David Murdock, Brian Dawson, Marialbert Acosta-Herrera, Martin Kerick, Javier Martin, Kevin Wilhelm, Jennifer Kay Asmussen, Olivier Lichtarge, Regeneron Genetics Center, Shervin Assassi, Maureen D Mayes, Brendan H Lee

Faculty, Staff and Students Publications

Objectives: Systemic sclerosis (SSc) is a complex autoimmune disease with both known and unidentified genetic contributors. While genome-wide association studies (GWAS) have implicated multiple loci, many reside in noncoding regions. We aimed to identify novel protein-coding variants and pathogenic pathways using exome sequencing (ES) integrated with an Evolutionary Action-Machine Learning (EAML) framework, single-cell RNA sequencing (scRNA-seq), and expression quantitative trait locus (eQTL) analysis.

Methods: GWAS was conducted in 2,559 SSc cases and 893 controls of Caucasian ancestry, with replication in 9,846 cases and 18,333 controls of European ancestry. EAML prioritized genes with high-impact missense variants predictive of disease. Public scRNA-seq …

The Influence Of Ultra-Wide Field Fluorescein Angiography On The Diagnosis And Management Of Diabetic Retinopathy, Nicole K Scripsema, Tala Al-Khaled, Amy Song, Joelle A Hallak, Rawan Allozi, Aziz A Khanifar, Thanos D Papakostas, Christina Y Weng, Ronald C Gentile, J Peter Campbell, Jessica G Lee, Gennady Landa, Felix Y Chau, William F Mieler, Meenakashi Gupta, Amani A Fawzi, Judy E Kim, Jennifer I Lim, Robison Vernon Paul Chan

Faculty, Staff and Students Publications

Purpose: To study the influence of ultra-widefield fluorescein angiography (FA) on the diagnosis and management of diabetic retinopathy (DR).

Methods: Ten experts in DR completed an online survey in which they were asked to diagnose and manage DR cases using different imaging modalities. Experts independently reviewed 20 cases of DR and provided a diagnosis and management plan for each case, first based on ultra-widefield color-free and red-free images alone and again with the corresponding ultra-widefield FA images. Experts were polled on their diagnostic confidence, use of FA in clinical practice, and opinions on the value of ultra-widefield FA. Based on …

Low-Dose Metformin Requires Brain Rap1 For Its Antidiabetic Action, Hsiao-Yun Lin, Weisheng Lu, Yanlin He, Yukiko Fu, Kentaro Kaneko, Peimeng Huang, Ana B De La Puente-Gomez, Chunmei Wang, Yongjie Yang, Feng Li, Yong Xu, Makoto Fukuda

Faculty, Staff and Students Publications

Metformin is the most commonly prescribed antidiabetes drug, yet its precise mechanism of action remains controversial. Previous studies have suggested that metformin acts peripherally by reducing hepatic glucose output and altering gut functions. Here, we report a neural mechanism via the small guanosine triphosphatase Ras-related protein 1 (Rap1). Mice with forebrain-specific Rap1 knockout exhibited resistance to the antidiabetic effects of low-dose metformin while remaining sensitive to other antidiabetic agents. Centrally administered metformin inhibited brain Rap1 and reduced hyperglycemia. Conversely, forced activation of brain Rap1 increased glycemia and abolished the glycemic effect of metformin. Metformin activated a specific subset of neurons …

First Assembly Of A Draft Genome Of The Critically Endangered Northern Muriqui ( Brachyteles Hypoxanthus , Primates, Atelidae) Including Non‐Invasive Genotyping Strategies For The Species, Amanda Alves De Melo-Ximenes, Romina Batista, Leonardo Carlos Jeronimo Corvalán, Tomas Marques-Bonet, Lukas Kuderna, Kyle Farh, Jeffrey Rogers, Mariane Da Cruz Kaizer, Jean Philippe Boubli, Fabiano Rodrigues De Melo, Rhewter Nunes, Mariana Pires De Campos Telles

Faculty, Staff and Students Publications

Genomic resources, such as draft genomes, are vital for biodiversity monitoring and conservation. For endangered species, they enable the development of tools like organellar genomes and molecular markers, which are crucial for population genetics. Advances in sequencing technologies now allow high‐throughput genotyping with detailed amplicon sequences, enhancing genetic variation studies. The northern muriqui ( Brachyteles hypoxanthus ), a critically endangered primate endemic to Brazil's Atlantic Forest, currently lacks both nuclear and mitochondrial genome data and species‐specific microsatellite markers for population genetic studies. We assembled a 2.52 Gb draft genome for B. hypoxanthus with 202,243 contigs (N50 = 29,134 bp), and …

Construct And Predictive Validity Of The Kansas City Cardiomyopathy Questionnaire In Adult Congenital Heart Disease, Ryan D Byrne, Ajith P Nair, Stephen J Dolgner, Swati Choudhry, Edward J Hickey, Alexis C Wood, Savitri Fedson, Biykem Bozkurt, Christopher R Broda

Faculty, Staff and Students Publications

Background: The Kansas City Cardiomyopathy Questionnaire (KCCQ) is an Food and Drug Administration-approved health status measure for patients with heart failure (HF) but has not been directly assessed in adult congenital heart disease (ACHD).

Objectives: This study evaluates construct and predictive validity of the KCCQ in ambulatory ACHD patients.

Methods: We performed cross-sectional and prospective cohort studies of ACHD patients who completed the KCCQ to assess construct and predictive validity, respectively. KCCQ scores were compared across ACHD complexity categories, disease characteristics and physiologic failure, and within 2 primary composite outcomes: death or all-cause hospitalization (DH) and death or interventional cardiac …

Rest-Activity Rhythm Phenotypes In Adults With Epilepsy And Intellectual Disability, Nandani Adhyapak, Grace E Cardenas, Mark A Abboud, Vaishnav Krishnan

Faculty, Staff and Students Publications

Objective: Rest-activity rhythms (RARs) are perturbed in many forms of neuropsychiatric illness. In this study, we applied wrist actigraphy to describe RAR perturbations in intellectually disabled adults with epilepsy ("E + ID"), using a cross-sectional case-control design. We examined whether RAR phenotypes correlated with epilepsy severity, deficits in adaptive function, and/or comorbid psychopathology.

Methods: Caregivers of E + ID subjects provided informed consent during routine ambulatory clinic visits and were asked to complete standardized surveys of overall epilepsy severity (GASE, Global Assessment of Severity of Epilepsy), adaptive function (ABAS-3, Adaptive Behavior Assessment System-3) and psychopathology (ABCL, Adult Behavior Checklist). Caregivers …

An Electronic Trigger To Detect Telemedicine-Related Diagnostic Errors, Daniel R Murphy, Himabindu Kadiyala, Li Wei, Hardeep Singh

Faculty, Staff and Students Publications

Introduction

Methods

Data-Driven Approach To Dynamic Resting State Functional Connectivity In Post-Traumatic Stress Disorder: An Enigma-Pgc Ptsd Study, Carissa W Tomas, Jacklynn M Fitzgerald, C Lexi Baird, Courtney C Haswell, Chadi G Abdallah, Michael Angstadt, Justin T Baker, Hannah Berg, Jennifer U Blackford, Josh Cisler, Andrew S Cotton, Judith K Daniels, Nicholas D Davenport, Richard J Davidson, Terri A Deroon-Cassini, Seth G Disner, Wissam El Hage, Negar Fani, Jessie L Frijling, Evan M Gordon, Daniel W Grupe, Xiaofu He, Ryan Herringa, David Hofmann, Ashley A Huggins, Ahmed Hussain, Jonathan Ipser, Neda Jahanshad, Tanja Jovanovic, Milissa L Kaufman, Yoojean Kim, Anthony King, Saskia B J Koch, Sheri Koopowitz, Amit Lazarov, Lauren A M Lebois, Isreal Liberzon, Shmuel Lissek, Antje Manthey, Geoffrey May, Katie A Mclaughlin, Laura Nawijn, Steven M Nelson, Yuval Neria, Jack B Nitschke, Bunmi O Olatunji, Miranda Olff, Matthew Peverill, Yann Quidé, Orren Ravid, Kerry Ressler, Marisa Ross, Lauren E Salminen, Kelly Sambrook, Chiahao Shih, Anika Sierk, Scott R Sponheim, Dan J Stein, Jennifer Stevens, Thomas Straube, Benjamin Suarez-Jimenez, Paul M Thompson, Nic J A Van Der Wee, Steven J A Van Der Werff, Sanne J H Van Rooij, Mirjam Van Zuiden, Dick J Veltman, Robert R J M Vermeiren, Henrik Walter, Xin Wang, Hong Xie, Xi Zhu, Sigal Zilcha-Mano, Christine L Larson, Rajendra Morey

Faculty, Staff and Students Publications

Using functional magnetic resonance imaging (fMRI), symptoms of posttraumatic stress disorder (PTSD) have been associated with aberrations in brain networks in the absence of a given cognitive demand or task, called resting-state networks. Prior work has focused on disruption in the static functional connectivity (FC) among specific regions constrained by a priori hypotheses. However, dynamic FC, an approach that examines brain network characteristics over time, may provide a more sensitive measure to understand the network properties underlying dysfunction in PTSD. Further, using a data-driven analytic approach may reveal the contribution of other larger network disturbances beyond those revealed by hypothesis-driven …

Addressing Anxiety And Depression In The Allergy Clinic Through Motivational Interviewing, Brief Cognitive Behavioral Therapy, And Curious Questions, Marylee Verdi, Dominic Candido, Juliette Madan, Jonathan A Bernstein, Don Bukstein, Aikaterini Anagnostou, Matthew Greenhawt, S Shahzad Mustafa, Julie Wang, Anna Nowak-Wegrzyn, Elissa M Abrams, John Oppenheimer, Alexandra E Conway, Andrew A White, Taylor A Doherty, Richard P Morse, Marcus Shaker

Faculty, Staff and Students Publications

Allergic diseases, particularly food allergy, can be associated with significant psychosocial impairment. Allergist-immunologists can provide evidence-based information to correct misperceptions and misunderstandings regarding food allergy that may perpetuate cycles of fear and anxiety. Whereas motivational interviewing can be an empathetic approach to empower patients to actualize health goals, cognitive behavioral therapy (CBT) aims to provide disease-state insight to facilitate an understanding of risk that can transform health beliefs and behaviors. Brief CBT is a clinical approach that can help address ineffective management paradigms through conversations that begin with curious questions. In this review, we discuss evidence supporting implementation of an …

Characterization Of Visual Field Loss Over 4 Years In The Rate Of Progression In Ush2a-Related Retinal Degeneration (Rush2a) Study, Jacque L Duncan, Maureen G Maguire, Lee S Mcdaniel, Nicole R Doucet, Isabelle Audo, Allison R Ayala, Janet K Cheetham, Peiyao Cheng, Todd A Durham, Rachel M Huckfeldt, Robert B Hufnagel, K Thiran Jayasundera, Naheed Khan, Brett Malbin, Ramiro S Maldonado, Michel Michaelides, Mark E Pennesi, Christina Y Weng, Alex Zmejkoski, Shobana Aravind, Hiroshi Ishikawa, David G Birch

Faculty, Staff and Students Publications

Purpose: To report visual field loss using static perimetry (SP) and kinetic perimetry (KP) over 4 years in the Rate of Progression of USH2A-related Retinal Degeneration (RUSH2A) study.

Design: Prospective, observational cohort study.

Subjects, participants, and/or controls: Participants had USH2A-related rod-cone degeneration, visual acuity ≥20/80, and KP III4e ≥10° at baseline in the study eye. Preserved cohorts with baseline visual fields sufficient to detect progression were identified.

Methods: Participants were examined annually through 4 years. Mixed-effects models were used to estimate the annual, standardized rate, and percentage rates of change.

Main outcome measures: SP measures included hill of vision (total: …

Gastrointestinal Infection Before Immune Checkpoint Inhibition Hinders Treatment Efficacy And Increases The Risk Of Colitis, Malek Shatila, Kian Abdul-Baki, Andres Urias Rivera, Kei Takigawa, Irene Jeong-Ah Lee, Andrew Sullivan, Tanvi Gupta, Linfeng Lu, Raakhi Menon, Ayesha Khan, Hamza Salim, Elliot Baerman, Carolina Colli Cruz, Cristina Natha, Varun Vemulapalli, Garrett Coleman, Krishnavathana Varatharajalu, Christopher Fan, Pablo Okhuysen, Anthony J Olszanski, Yan Zhou, Hao Chi Zhang, Mehnaz Shafi, Yinghong Wang

Faculty, Staff and Students Publications

Background: Gastrointestinal (GI) infections, which often result in or stem from intestinal dysbiosis, can affect the efficacy of immune checkpoint inhibitors (ICIs) and increase the risk of adverse effects, such as colitis. In this study, we explored the impact of GI infections before initiation of ICI therapy on the incidence and severity of immune-mediated colitis (IMC) and survival.

Methods: A single-center, retrospective review including all patients who received ICIs from January 2010 to February 2024 and subsequently developed IMC. Patients were screened for IMC and prior GI infections based on symptoms and stool tests. Patients' demographic, IMC, and GI infection-related …

Prevalence Of Fibrosis In Hepatic Explants And Biopsies From Individuals With Urea Cycle Disorders, Saima Ali, Aisha Nisar, Anqing Zhang, Sandesh Nagamani, Nathalie M Aceves-Ewing, Brandy Rawls, Thu Quan, Greg Enns, John Goss, Daniel H Leung, Benjamin L Shneider, Shilpa Jain, Florette K Hazard, Deborah Schady, Lindsay C Burrage

Faculty, Staff and Students Publications

Background: Various forms of liver disease have been increasingly reported in individuals with urea cycle disorders (UCDs). In this study, we performed the first systematic and standardized histopathological assessment of the prevalence of fibrosis and steatosis in a large sample of hepatic explants and biopsies from individuals with UCDs at two liver transplantation centers.

Methods: Sixty-seven hepatic tissue samples from 66 individuals with UCDs were staged by two pathologists for hepatic fibrosis and steatosis using standard scoring systems at two large liver transplantation centers in the United States. Histopathological findings were correlated with clinical parameters, including UCD type, laboratory parameters, …

Effective Algorithm To Differentiate Nbs Mcadd Cases From Carriers And Non-Carriers And An Assessment Of The Utility Of The Second Newborn Screen For Mcadd, Matthew T Snyder, Kristian Divin, Ning Liu, Qin Sun, Yue Wang, Xi Luo, Yishay Ben-Moshe, Lindsay C Burrage, V Reid Sutton

Faculty, Staff and Students Publications

False positives are an inherent part of newborn screening that can increase both costs to the healthcare system and parental anxiety. Previous studies primarily examined presumptive positive rates for medium-chain acyl-CoA dehydrogenase deficiency (MCADD) in places conducting one newborn screen (NBS), with predominantly white, non-Hispanic subjects. Texas performs two NBSs and there is a majority Hispanic population in our region. This study aims to analyze biochemical and DNA data to more easily distinguish affected individuals from carriers or healthy non-carriers and identify benefits and challenges of a second NBS for MCADD. Biochemical and targeted DNA data from NBS dried blood …

Author Correction: The Long-Term Effects Of Chemotherapy On Normal Blood Cells, Emily Mitchell, My H Pham, Anna Clay, Rashesh Sanghvi, Nicholas Williams, Sandra Pietsch, Joanne I Hsu, Nina Friesgaard Øbro, Hyunchul Jung, Aditi Vedi, Sarah Moody, Jingwei Wang, Daniel Leonganmornlert, Michael Spencer Chapman, Ellie Dunstone, Anna Santarsieri, Alex Cagan, Heather E Machado, E Joanna Baxter, George Follows, Daniel J Hodson, Ultan Mcdermott, Gary J Doherty, Inigo Martincorena, Laura Humphreys, Krishnaa Mahbubani, Kourosh Saeb Parsy, Koichi Takahashi, Margaret A Goodell, David Kent, Elisa Laurenti, Peter J Campbell, Raheleh Rahbari, Jyoti Nangalia, Michael R Stratton

Faculty, Staff and Student Publications

No abstract provided.

Community-Engaged Medical Student Elective To Improve Knowledge And Attitudes Toward Individuals With Intellectual And Developmental Disabilities, Kathryn J Kemere, Nital Appelbaum, Priya Chandan, Elisha Acosta

Faculty, Staff and Students Publications

Individuals with intellectual and developmental disabilities (IDD) face multiple barriers to inclusion throughout life. One barrier is the medical knowledge and biases of adult healthcare providers with diagnoses traditionally associated with childhood. Medical school curricula have limited content related to IDD, and students have limited opportunities to engage with community organizations during their clinical years. Methods: We created a one-month clinical elective to address medical students' attitudes and knowledge regarding individuals with IDD using experiential learning. Students saw adult patients in our primary care clinic with a variety of IDD diagnoses and spent 30% of their time at community sites …

Congestion And Sinonasal Illness In Outer Space: A Study On The International Space Station, Faizaan Khan, Koyal Ansingkar, Roshan Dongre, Zain Mehdi, Aatin K Dhanda, Kayla Powell, Tariq Syed, Samuel E Razmi, Isuru Somawardana, Jeffrey T Vrabec, David Hilmers, Omar G Ahmed, Masayoshi Takashima

Faculty, Staff and Students Publications

Objectives: This study aims to characterize quantitative data pertaining to sinonasal symptoms and their related medication use aboard the International Space Station (ISS). A secondary focus involves correlating these findings with mission parameters such as extravehicular activity (EVA) participation and mission duration.

Methods: This retrospective cohort study was conducted utilizing data requested from the National Aeronautics and Space Administration (NASA) Lifetime Surveillance of Astronaut Health (LSAH) program.

Results: Of 71 de-identified ISS astronauts beginning with Expedition 1 in the year 2000 through 62 in 2019, there were 754 logged medical events; 60 astronauts reported any type of sinonasal medical event …

Glycerol Kinase Gene Variant As A Cause Of Pseudohypertriglyceridemia And Apparent Poor Response To Plozasiran, Miriam Larouche, Christie Ballantyne, Josiane Dufour, Diane Brisson, Bruce Given, Daniel Gaudet

Faculty, Staff and Students Publications

Severe hypertriglyceridemia (HTG) is characterized by plasma triglyceride (TG) levels >500 mg/dL (SI: 5.7 mmol/L) (reference range, < 150 mg/dL [SI: < 1.7 mmol/L]) and is linked to cardiovascular disease and pancreatitis risk. Treatment typically involves dietary restrictions and lipid-lowering medications. Glycerol kinase deficiency (GKD) is a rare genetic disorder that causes pseudo-HTG.

In SHASTA-2, a study of patients with severe HTG, most subjects (>90%) treated with plozasiran, an apolipoprotein C-III (APOC3) small interfering RNA (siRNA), achieved TG levels < 500 mg/dL (SI: 5.7 mmol/L), below the risk threshold for acute pancreatitis. We report herein a case study of a 65-year-old male apparently not responding to plozasiran. The patient was shown to carry a loss-of-function variant in the GK gene resulting in GKD, with high free glycerol (40.24 mg/dL or 4.37 mmol/L) (reference range, 0.03-0.13 mmol/L) that contributed to an overestimation of TG concentration. After correcting for free glycerol, the patient was noted to have had mild HTG, with plozasiran treatment decreasing real TG values by up to 71%.

This case report suggests that …

A Simple, Interpretable Machine Learning Model Based On Clinical Factors Accurately Predicts Incident Dysplasia Or Malignancy In Barrett's Esophagus, Ashwin Rao, Jasmine Haydel, Samuel Ma, Aaron P Thrift, Theresa Nguyen-Wenker, Hashem B El-Serag

Faculty, Staff and Students Publications

Purpose: Identifying patients likely to develop dysplasia or malignancy is critical for effective surveillance in patients with Barrett's Esophagus (BE). However, current predictive models are limited. We evaluated the performance of machine learning (ML) models in predicting incident dysplasia or malignancy in a cohort of veteran patients with BE.

Methods: We analyzed data from 598 patients newly diagnosed with non-dysplastic BE (NDBE), BE indefinite for dysplasia (BE-IND), and BE with non-persistent low-grade dysplasia (LGD) at the Michael DeBakey Veterans Affairs Medical Center from November 1990 to January 2019 with follow-up through January 2024. Progressors were patients who developed persistent LGD, …

Stool-Based Molecular Tuberculosis Treatment Monitoring: A Faster Means For Detecting Persistent Mycobacteria Compared To Phenotypic Culture, Clement Gascua Adu Gyamfi, Abigail Seeger, Durbbin Mulengwa, Anca Vasiliu, Lucia Carratala-Castro, Bariki Mtafya, Nontobeko Maphalala, Shilzia Munguambe, Belen Saavedra, Tara Ness, Gugu Maphalala, Sozinho Acacio, Edson Mambuque, Joanna Ehrlich, Rojelio Mejia, Mangaliso Ziyane, H Lester Kirchner, Christoph Lange, Alexander Kay, Alberto L Garcia-Basteiro, Anna Mandalakas, Andrew R Dinardo

Faculty, Staff and Students Publications

Background: Tuberculosis (TB) treatment monitoring is hindered by the lack of a rapidly measured biomarker that accurately predicts clinically relevant outcomes. Symptom screening poorly correlates with bacillary burden. Although culture is a direct measure of viable bacillary burden, the long turnaround time makes it clinically irrelevant.

Methods: The TB treatment monitoring potential of stool-based, quantitative polymerase chain reaction (qPCR) was prospectively assessed among 231 participants of all ages from Eswatini, Tanzania, and Mozambique with microbiologically confirmed TB. Stool qPCR results were compared to sputum culture, persistent symptoms, drug resistance, and World Health Organization TB outcomes.

Results: Quantitative bacillary burden measured …

Diagnostic Value Of Cell-Free Dna Fetal Fraction In Patients With Prenatally Suspected Placenta Accreta Spectrum Disorder, Danielle Chirumbole, Christian M Parobek, Alex Tai, Haleh Sangi-Haghpeykar, Yamely H Mendez, Spoorthi Kamepalli, Christina C Reed, Arthur Ladron De Guevara, Keneshia Lane, Claire Hoppenot, Amir A Shamshirsaz, Michael A Belfort, Jessian L Munoz, Hendrik A Lombaard

Faculty, Staff and Students Publications

Objective: The purpose of this study was to investigate the relationship between fetal fraction (FF) and placenta accreta spectrum (PAS) pathology in patients with prenatally suspected PAS.

Methods: This was a case-control study utilizing a database of pregnancies with suspected or proven PAS delivered between 6/2012 and 7/2024 at a single institution. Pregnancies were excluded if FF was not reported. The primary outcome was mean FF in pregnancies with a final clinical diagnosis of low FIGO grade (no PAS or FIGO1-2) versus high FIGO grade (FIGO3) placenta accreta. Results were reported as mean FF ± standard error of the mean. …