Digital Commons Network^™

A Comparative Analysis Of The Sport Mental Health Assessment Tool (Smhat-1) Between Paediatric And Adult Olympic And Paralympic Athletes, Ashley N Triplett, Travis Anderson, Eric G Post, Jessica Bartley, Jeffrey S Shilt, Eric L Dugan, Amber Donaldson, Jonathan Finnoff, William M Adams

Faculty, Staff and Students Publications

Objective: To determine if paediatric athletes exhibit differences in positive screenings on the Sport Mental Health Assessment Tool (SMHAT-1) compared with adults.

Methods: Team USA Olympic and Paralympic paediatric athletes ≤21 years (n=589; 58.8% female; age=19.5±1.7 years) completed the SMHAT-1 between January 2021 and September 2024. A comparative sample of Team USA adult athletes (n=493, 54.2% female; age=27.3±4.9 years) matched for sex and sport was randomly sampled, and the percentage of athletes with a positive screening on each questionnaire was calculated. χ2 analysis compared the proportion of positive screenings between paediatric and adult samples. Piecewise linear regression assessed the association …

Professionalism In Practice: A Novel Approach To Integrating Small Doses Of Case-Based Professionalism Education Into Monthly Grand Rounds., Allison H Taylor, Andrew Caruso, Kelley Arredondo, Ellen M Friedman, Stacey R Rose

Faculty, Staff and Students Publications

Introduction: Professionalism is a critical construct across the health professions, though learners and faculty report feeling underprepared to navigate difficult situations; education in professionalism is challenged by the absence of a universal definition, time constraints due to overcrowded curricula, and the lack of consistent messaging to learners and faculty.

Methods: Professionalism in Practice (PiP) was developed to provide small doses (∼5 minutes) of case-based professionalism education as part of an existing educational forum (Grand Rounds) to optimize attendance of both learners and faculty. Each vignette highlighted a common professionalism challenge and was aligned with an AAMC professional competency. Sessions were …

Functional Analysis Of Genes Enriched In Male Reproductive Organs: Validation Via Fertility Assessment Of 14 Knockout Mouse Lines, Kazumasa Takemoto, Katarzyna Kent, Kaori Nozawa, Shingo Tonai, Ahn H Pham, Terumi Fujimoto, Thomas X Garcia, Martin M Matzuk, Masahito Ikawa, Keizo Tokuhiro

Faculty, Staff and Students Publications

Tissue-restricted gene expression serves as a key indicator of functional importance within specific organs. Despite advances in high-throughput sequencing and genome editing over the past decade, this principle remains the gold standard for identifying candidate genes for functional studies. In reproductive biology, testis-restricted expression is anticipated to indicate genes crucial for gametogenesis, given the conserved features shared between spermatogenesis and oogenesis. Concurrently, rapid evolution of spermatogenesis-related genes is well documented and thought to arise through duplication and subsequent mutation of ubiquitously expressed genes. In this study, we established 14 knockout (KO) mouse lines for male reproductive organ-enriched genes, all of …

Challenges In The Diagnosis Of Concurrent T-Lymphoblastic Leukemia/Lymphoma And Thymic Neuroendocrine Carcinoma: A Case Report, Kristen Oliveira, Mary Doan, Ying Pei, Marwan Yared, Songlin Zhang

Faculty, Staff and Students Publications

The co-occurrence of T-lymphoblastic leukemia/lymphoma and thymic neoplasia is a rare event that can present a diagnostic challenge. In this case report, we describe a 31-year-old man who was found to have thymic neuroendocrine carcinoma and T-lymphoblastic leukemia/lymphoma 2 years after initial treatment for T-lymphoblastic leukemia/lymphoma. The thymic neuroendocrine carcinoma was initially detected in a malignant pleural effusion, and a retrospective review of a preceding lung biopsy suggested the involvement of both tumors within one tissue sample. Immunohistochemical analysis was imperative in highlighting these two elements because despite their unique cytomorphological characteristics, a limited amount of each component was seen …

Integrating A Project-Based Learning Methodology Into A Department-Wide Quality Improvement Curriculum: A Nine-Year Experience In Pediatric Subspecialty Training, Venessa Lynn Pinto, Danny Castro, Constance M Wiemann, Liza Bonin, Cagri Yildirim-Toruner, Nicholas A Ettinger, Sharada Hiranya Gowda, Joyee Vachani, Mehmet Fatih Okcu

Faculty, Staff and Students Publications

Background: Quality improvement (QI) training of subspecialty fellows is an essential component of graduate medical education, yet often delivered in silos within departments through a variety of instructional methodologies.

Objective: We applied project-based learning (PjBL) as a guiding methodology for a QI curriculum for pediatric subspecialty fellows and describe our curriculum development, instructional design, and its implementation.

Methods: We integrated the Institute for Healthcare Improvement (IHI) Model for Improvement with the 6 key features of PjBL: a driving question, defined learning goals, active participation in educational tasks, collaboration among learners, scaffolding with learning technology, and production of tangible artifacts. The …

Point-Of-Care Ultrasound Foundations In Physics And Image Acquisition: An Innovative Hands-On Active Learning Workshop, Cherie Tator, Saul Flores, Alan Riley, Kiyetta Alade

Faculty, Staff and Students Publications

Introduction: We developed an innovative, active learning workshop to introduce foundations of point-of-care ultrasound (POCUS) physics and instrumentation. The workshop design aimed to reduce cognitive load and encourage learner-centered engagement through hands-on exploration that reinforces key principles and connects theory to practice.

Methods: First-year medical students participated in small-group, student-driven exercises to explore POCUS machine controls, transducers, and image acquisition skills. Each group was supported by a faculty member to guide activities and ensure accuracy. Students scanned pickles, hard-boiled eggs, and olives with pits; these items were selected for their low cost, sonographic characteristics, and recognizability. Later in the semester, …

Pd-L1-Centric Whole Blood-Based Immune Signature Profiles Of Tuberculosis Patients During Therapy, Johanna Eggeling, Martina Sester, Christoph Lange, Jan Heyckendorf, Barbara Kalsdorf, Anna M Mandalakas, Andrew R Dinardo, David Lewinsohn, Dagmar Schaub, Tina Schmidt, Eva Tolosa, Maja Reimann, Patricia M Sánchez Carballo

Faculty, Staff and Students Publications

This prospective study investigated whole blood-based immune cell biomarkers for pulmonary tuberculosis (TB) immunoprofiling. Blood samples from 34 healthy controls and 51 tuberculosis patients were analyzed at three timepoints: Prior to therapy (T0), after 14 days of therapy (T1), and at the end of treatment (Te). Using multiparameter flow cytometry, 386 immune cell populations were analyzed. Predictive models were developed using two machine learning algorithms. A TB5LF change score, which was based on five cell populations, effectively distinguished tuberculosis patients from controls (AUC = 0.89) and tuberculosis patients before and at the end of treatment (AUC = 0.92). Similarly, the …

A Year In Review On Tuberculosis And Non-Tuberculous Mycobacteria Disease: A 2026 Update For Clinicians And Scientists, Simone Tunesi, Graham Bothamley, Gunar Günther, Yousra Kherabi, Liga Kuksa, Berit Lange, Christoph Lange, Natalie Lorent, Francesca Saluzzo, Martina Sester, Xenia Emilie Sinding Iversen, Marc Tebruegge, Conor Tweed, Anca Vasiliu, Lorenzo Guglielmetti, Tuberculosis Network European Trials Group (Tbnet)

Faculty, Staff and Students Publications

Background: Tuberculosis (TB) remains a major cause of morbidity and mortality worldwide, while infections from non-tuberculous mycobacteria (NTM) represent a growing public health threat. In its 20th year of activity, the Tuberculosis Network European Trials group (TBnet; www.tbnet.eu) is one of the leading research networks in Europe. In this review, we summarize the main advances in TB and NTM that occurred in 2025.

Methods: We conducted a non-systematic review of articles published in 2025, with a strong emphasis on research with current or potential impact on clinical practice. We also selected the most impactful papers regarding the management of adult …

Use Of A Medication Management Algorithm In Depressed Youth Living With Hiv: Secondary Analysis Of A Multisite Randomized Controlled Trial, Graham J Emslie, Beth D Kennard, Kristin Baltrusaitis, Sophia M Jones, Jessica M Jones, Jaime G Deville, Kathleen Pitts, David E Shapiro, Allison Eliscu, Larry K Brown

Faculty, Staff and Students Publications

Objectives: Depression is a prevalent co-occurring condition in youth living with HIV. This report is a secondary analysis of a multisite cluster randomized trial evaluating the efficacy of a health and wellness cognitive behavioral therapy (CBT) combined with a medication management algorithm utilizing measure-based care (COMB-R) compared with enhanced standard of care (ESC). We describe and compare antidepressant prescribing strategies (i.e., antidepressant treatment, type of antidepressant) for youth living with HIV at COMB-R sites to those at ESC sites over the 24-week intervention. We also describe self-reported adherence to antidepressants.

Methods: Participants (12-24 years) were youth living with HIV diagnosed …

Growing Agroecology: Two Case Studies From The U.S. Student Farm Movement, Amelia B. Armstrong

Graduate Student Theses, Dissertations, & Professional Papers

Scholars and activists identify agroecology as a crucial science, practice, and movement to move towards more just, equitable, and sustainable agriculture and food systems. Yet, the exploitative industrial food system, that deepens inequalities like food insecurity (Clapp et al., 2025), reduces farmer autonomy (Rotz, 2015), and contributes to increased carbon emissions (Lin et al., 2011) and biodiversity decline (Rotz, 2015), still dominates. Understanding and mobilizing the different spaces that teach agroecology, then, is a crucial step in challenging the dominant industrial food system. Agroecology education in university settings is an important domain to investigate as potential contributors to this movement, …

A Psychogeography Of The Lower Colorado River Basin, Arren L. Kimbel-Sannit

Graduate Student Theses, Dissertations, & Professional Papers

Dried-up canals. Superheated strip malls. Proliferating data centers. Infinite appetite for growth despite its apparent circumstances. Arizona may well be the state of the American future. This multi-genre series of essays from Arren Kimbel-Sannit offers a personal, political-economic and ecological critique of growth and accumulation in Arizona — from the perspective of someone who grew up in its suburban expanses, reported on its politics, and long sought to clarify his relationship with home.

"More Boldly I Shall Go:" Jacobites, Hanoverians, And The Fabrication Of Nostalgia, 1745-1766, Jacob Louis Shropshire

Graduate Student Theses, Dissertations, & Professional Papers

This study investigates how Jacobites and Hanoverians constructed competing forms of nostalgia, identity, and political meaning in the decades after the rebellion of 1745. Although the defeat of Prince Charles Edward Stuart at Culloden ended any realistic hope of a Stuart restoration, it sparked a cultural struggle in which both supporters and opponents of the Stuarts depicted the Highlander as a symbol of heroic resistance or barbarism. A psychic struggle emerged as a result, and the Highlander became beloved by Jacobites and loathed by Hanoverians. These representations circulated through paintings, engravings, clothing, glassware, newspapers, pamphlets, and verse, which became central …

Race, Sexual Danger, And The Moral Logic Of Punishment In The Registry Era, Edith Meade

Graduate Student Theses, Dissertations, & Professional Papers

Sex offender registries represent one of the most expansive and punitive criminal justice interventions in modern American history, yet public support for these policies remainsunderi nvestigated. Scholarly debate has questioned whether punitive attitudes toward sexual offenders reflect principled moral judgments, racial threat perceptions, or both. This study addresses that question by examining how offender race, offender age, offense severity, victim age, and offender-victim relationship shape public attitudes toward sexual offenders in the contemporary registry era. Drawing on theories of racialized sexual threat, group position, and retributive impulses, the study uses a nationally representative conjoint survey experiment administered through YouGov (N …

Survodutide For Treatment Of Obesity: Baseline Characteristics Of Participants In A Randomized, Double-Blind, Placebo-Controlled, Phase 3 Trial (Synchronize™-1), Carel W Le Roux, Sean Wharton, Biykem Bozkurt, Elke Platz, Gabriele Bleckert, Samina Ajaz Hussain, Martina Brueckmann, Elena Startseva, Isabel M Kloer, Lee M Kaplan

Faculty, Staff and Students Publications

Aims: Survodutide, a novel glucagon receptor and glucagon-like peptide-1 (GLP-1) receptor dual agonist, elicited significant weight loss in a phase 2 trial in individuals with obesity without type 2 diabetes (T2D). Two multinational phase 3 trials are investigating survodutide for obesity management in individuals with or without T2D. We report the baseline characteristics of participants in the SYNCHRONIZE-1 trial in adults with obesity without T2D (ClinicalTrials.gov: NCT06066515).

Materials and methods: Participants aged ≥18 years with BMI ≥30 or ≥27 kg/m2 with ≥1 obesity complication without T2D were randomized 1:1:1 to double-blind, once-weekly, subcutaneous injections of survodutide (up-titrated to 3.6 …

Illusions Of Fairness And Sacrifice, Brady Schwertfeger

Graduate Student Theses, Dissertations, & Professional Papers

The American West is a shifting landscape. An incongruous expanse of isolation and urbanity, wilderness and extraction, wealth and welfare, clear water and fire. Fifteen years ago, I moved to my mother’s ancestral homeland of Montana, and have been here ever since. Before that, I was born and raised in Texas, both the West and the South (and often something else entirely), depending on who you ask. My experiences in this region have shaped me indelibly, and have inspired this collection of essays built around culture, politics, and justice in the West. “Pinedale, Wyoming” considers the musician as itinerant wanderer …

The Experience Of A Single Parent Participating In Child-Parent Relationship Therapy: An Instrumental Single-Case Study, Matthew Nicholas Schramm

Graduate Student Theses, Dissertations, & Professional Papers

Traditional family structures in the United States have shifted significantly, with single-parent households facing systemic barriers that increase parental stress and strain the parent-child relationship. As this bond is critical for healthy child development, accessible mental health support is essential for these families (Parache et al., 2023).

Child Parent Relationship Therapy (CPRT), a ten-week evidence-based program, strengthens this bond by training caregivers to use play as a therapeutic tool (Landreth & Bratton, 2020). This instrumental single case study (Stake, 1995) examined one single-parent's experience of CPRT delivered in a condensed four-week telehealth format, addressing the limited representation of single-parent households …

Governance By Numbers And The Architecture Of Anxiety A Human-Capital Efficiency Analysis In Global Higher Education, Sukanya Kemp

Graduate Student Theses, Dissertations, & Professional Papers

There has been a movement of global university rankings from the margins to the center of higher education governance. These metrics are now treated as external performance indicators in institutional strategy formation. In this dissertation an Architecture of Anxiety created by these rankings was explored, specifically examining how ranking volatility functions as a signal of environmental uncertainty and resource risk. To bypass the Transparency Barrier inherent in global financial data, given the effects of internal political considerations on data reporting, a human-capital-centered approach was adopted. By utilizing academic staff full-time equivalents (FTE) as the primary analytical input, universities were reframed …

Empowering Rural Lgbtq2s+ Parents: An Exploration Of Perinatal Social Support And Perinatal Mental Health, Tess Alexandra Carlson

Graduate Student Theses, Dissertations, & Professional Papers

Perinatal mood and anxiety disorders (PMADs), which include depression and anxiety symptoms occurring during pregnancy and up to one year postpartum, are highly prevalent and frequently untreated, severely impacting family health. The immediacy of this issue is backed by CDC data showing mental health issues as the leading cause of pregnancy-related deaths. Improved methods for identifying PMADs, connecting parents to care, and understanding the broader social factors that shape perinatal mental health are critical. Guided by ecological systems theory, this dissertation research explores informal and formal social support and perinatal mental health among LGBTQ2S+ parents in Montana, contributing knowledge of …

Evaluating Multi-Year Transferability Of Single- And Multi-Class Machine Learning For Remote Monitoring Of Beaver-Engineered Landscapes, Harris J. Sloan

Graduate Student Theses, Dissertations, & Professional Papers

Long-term satellite image archives enable ecological monitoring at large scales, but manual extraction of fine-grained features (e.g., beaver dams) remains time-consuming. Machine learning models may automate these tasks, but their temporal transferability for multiannual monitoring is still poorly resolved.

We evaluated the performance of two complementary neural-network frameworks across a 100,000-hectare watershed in Montana USA, using a decade of satellite imagery (2014-2024): (i) a single-class ResNet-50 beaver dam detector, and (ii) a multi-class ResU-Net landcover classifier.

In 2024, the dam detector identified 352 of 404 mapped dams, achieving balanced accuracy = 93.6%, precision = 79.8%, recall = 87.1%, F1 = …

Spatiotemporal Dynamics Of Mountain Front Recharge Flow Paths And Their Contribution To Alluvial Aquifer Water Supply, Mikaela Bollag-Miller

Graduate Student Theses, Dissertations, & Professional Papers

Mountain Front Recharge (MFR) is a critical recharge source for alluvial basin aquifers throughout the Intermountain West, yet the spatial and temporal dynamics of distinct recharge pathways remain poorly constrained. This study investigates the seasonal and spatial dynamics of MFR pathways and evaluates their impact on the Missoula Aquifer, a sole-source alluvial aquifer in western Montana, USA. MFR includes both surface-water inflows from mountain areas and Mountain Block Recharge (MBR), the groundwater contribution to the basin aquifer. A valley-scale water balance was employed to estimate first-order contributions and temporal fluctuations of MBR flow paths. A three-layer steady-state MODFLOW groundwater model …

Predictors Of Inpatient Rn Turnover In Rural And Urban Vha Hospitals, Katherine G Bay, Chase S Eck, Melissa K Knox, Paras Mehta, Laura A Petersen

Faculty, Staff and Students Publications

Background: The rising demand for health care delivery and an aging workforce is of particular concern in rural areas, where health care access depends upon an adequate nursing workforce. To address this shortage and optimize care, it is essential to measure when registered nurses (RN) leave inpatient direct care positions (ie, inpatient RN turnover) and identify modifiable factors correlated with RN turnover.

Objectives: Apply a novel method for characterizing inpatient RN turnover to understand factors associated with variation in RNs leaving inpatient positions at rural and urban Veterans Health Administration (VHA) hospitals.

Project design: Retrospective cohort study.

Subjects: Direct care …

Relationship Between Number Of Assigned Patients And Rn Time To Administer Medications During The Peak-Time Medication Pass, Chase S Eck, Melissa K Knox, Paras D Mehta, Christine Yang, Laura A Petersen

Faculty, Staff and Students Publications

Background: Inpatient nurse staffing affects patient outcomes. Less is known about the mechanism of this relationship and how lower overall staffing in a unit affects individual RN activities at the bedside.

Objectives: Estimate the relationship between the number of patients assigned to an RN and time spent on medication administration at the peak-time medication pass (PTM), a common nursing task.

Research design: Estimate the association using multivariable linear regression to adjust for patient severity and staff and unit fixed effects.

Subjects: All 9272 RNs administering medications during the PTM on 243 inpatient units in 113 VHA hospitals in 2019.

Measures: …

Hypothyroidism Is Associated With Higher Healthcare Utilisation And Higher Need For Blood Transfusion After Primary Total Knee Arthroplasty (Tka) In Patients With Osteoarthritis: A National Inpatient Sample Analysis, Sumanth R Chandrupatla, Kranti C Rumalla, Jasvinder A Singh

Faculty, Staff and Students Publications

Purpose: To examine the association of hypothyroidism with primary total knee arthroplasty (TKA) outcomes in adults with primary underlying diagnosis of osteoarthritis (OA).

Methods: We identified a prospective cohort of patients in the 2016-2020 national inpatient sample (NIS) that received primary TKA with an underlying diagnosis of OA, identified using International Classification of Diseases, Tenth Revision, Common Modification (ICD-10-CM) and Procedure Coding System (ICD-10-PCS) codes in the primary procedure and diagnosis positions, respectively. We performed multivariable-adjusted regression analyses for healthcare utilisation (length of hospital stay, hospital charges and discharge destination) and clinical outcomes (blood transfusion; prosthetic fracture, dislocation or infection; …

Ptpn1 Regulation Via Ybx1-Ptbp1 Interaction Promotes Fibroblast Activation And Fibrotic Remodeling In The Lung, Huibing Liu, Cong Xia, Yingying Zhang, Yulong Gan, Lianhui Cheng, Xuqian Wang, Airu Chang, Wenyu Zhao, Bin Li, Yaxuan Wang, Yajun Li, Ivan Rosas, Juntang Yang, Guoying Yu, Lan Wang

Faculty, Staff and Students Publications

Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive interstitial pneumonia of unknown etiology. Its pathogenesis involves complex multicellular interactions and signaling pathways, with fibroblast-to-myofibroblast transition (FMT) being critical for fibrogenesis. Although the transcription factor Y-box binding protein 1 (YBX1) regulates processes such as cell proliferation, transcription, translation, and DNA repair, its role in IPF remains undefined. Here, we demonstrate that YBX1 overexpression significantly promotes transforming growth factor-β1 (TGF-β1)-induced pulmonary FMT, leading to substantially increased extracellular matrix (ECM) deposition in primary human (PHLFs) and mouse (PMLFs) lung fibroblasts. Conversely, YBX1 inhibition markedly suppresses TGF-β1-driven aberrant fibroblast migration and activation. Mechanistically, YBX1 …

A Practical Approach To The Management Of Percutaneous Coronary Intervention Complications, Tanawat Attachaipanich, Hafeez Ul Hassan Virk, Muzamil Khawaja, Mahboob Alam, Ravi S Hira, Jacob A Doll, Chayakrit Krittanawong

Faculty, Staff and Students Publications

Introduction: Despite advances in stent design, pharmacotherapy, and procedural techniques that have improved percutaneous coronary intervention (PCI) outcomes and reduced PCI-related complications, these events still occur and are associated with adverse outcomes. Moreover, complex PCI procedures, which predispose to increased risk of complications, are increasingly performed. Understanding risk factors, underlying mechanisms, evidence-based management, and preventive strategies are essential to optimize procedural outcomes. This review aims to summarize current evidence and highlight gaps in knowledge related to PCI-associated complications.

Methods: This narrative review used a focused PubMed search through October 2025, prioritizing randomized trials, large observational studies, guidelines, and consensus statements. …

Left Atrial Appendage Closure Devices: A Contemporary Review Of Techniques, Tips And Tricks, Kamran Namjouyan, Hafeez Ul Hassan Virk, Affan Rizwan, Muzamil Khawaja, Mahboob Alam, Markus Strauss, Chayakrit Krittanawong

Faculty, Staff and Students Publications

Atrial fibrillation (AF) affects approximately 3%-5% of adults and is projected to double in prevalence by 2060, significantly increasing the burden of thromboembolic stroke. This risk is largely attributed to thrombus formation within the left atrial appendage (LAA), particularly in nonvalvular AF, where the LAA's trabeculated anatomy, diverse morphologies (e.g., chicken wing, windsock, cactus, cauliflower), and impaired contractility allows for blood stasis and thrombogenesis. As a result, the LAA has become a focus for stroke prevention strategies. This review demonstrates current evidence on LAA closure by discussing patient selection, anatomical feasibility, procedural workflow, imaging guidance (transesophageal echocardiography vs. intracardiac echocardiography), …

Duration Of Antimicrobial Therapy In Cardiovascular Implantable Electronic Device Associated Systemic Infections: A Retrospective Analysis, Emily Y Xiao, Patrick T Lynch, Sarwat Khalil, Derrick A Draeger, Alexandra M Lewis, Faiz M Baqai, Mihail G Chelu, M Rizwan Sohail

Faculty, Staff and Students Publications

Background: While the need for complete device removal is well-established for cardiovascular implantable electronic device (CIED) infections, there is insufficient evidence on the optimal duration of antimicrobial therapy.

Objectives: To examine how antimicrobial duration affects clinical outcomes of patients presenting with CIED-associated bacteremia and lead endocarditis.

Design: This is a retrospective cohort study conducted at a quaternary care hospital in Houston, TX, USA.

Methods: Patients who underwent device removal for a primary indication of bacteremia or lead endocarditis over a 10-year period were stratified by prescribed duration of antibiotics as ⩽2 weeks or >2 weeks post-extraction. Measured outcomes included all-cause …

Comparing Rotational Thromboelastometry And Standard Coagulation Assays For Predicting Intraoperative Bleeding In Pediatric Liver Transplantation, Kirby Deshotels, Trung Nguyen, Jun Teruya, Muhammed Umair M Mian, Kelby Fuller, Sanjiv Harpavat, Anna Banc-Husu, Amir Navaei, John Goss, Moreshwar Desai, Arun Saini

Faculty, Staff and Students Publications

Background: Utility of preoperative rotational thromboelastometry (ROTEM) over standard coagulation assays (SCAs) in predicting intraoperative bleeding during orthotopic liver transplantation (OLT) in children with liver failure (LF) remains unclear.

Methods: In this single-center retrospective cohort of pediatric OLT recipients, we compared the predictive values of preoperative ROTEM parameters (intrinsic pathway (INTEM) maximum clot firmness (MCF), extrinsic pathway (EXTEM) clotting time (CT), INTEM CT, and fibrinogen-based (FIBTEM) MCF) and the corresponding SCAs (platelet count, international normalized ratio (INR), activated partial thromboplastin time (aPTT), and fibrinogen level, respectively) for significant intraoperative bleeding (blood loss of > 22 mL/kg; i.e., ≥ 85th percentile for …

Definitions Of Arginine Availability: A Critical Metabolic Marker Of Physiological Processes, Mustafa Tosur, Farook Jahoor, Ashok Balasubramanyam

Faculty, Staff and Students Publications

No abstract provided.

Assessment Of In-Frame Indel Variants In An Unsolved Cohort Of Inherited Retinal Diseases Using Machine Learning, David E Rauch, Meng Wang, Muhammad Jafar Hussain Hafiz, Daniel C Brock, Yumei Li, Molly Marra, Mark E Pennesi, Paul Yang, Everett Lesley, Irma Lopez, Robert Koenekoop, Edward Ryan Collantes, Joanne Bolinao, Rui Chen

Faculty, Staff and Students Publications

The standard for in silico pathogenicity prediction of in-frame insertions and deletions (indels) is less established compared to other types of variations. We aimed to systematically assess the performance of in silico machine learning (ML) tools on a patient cohort with inherited retinal diseases (IRDs). The performance of four ML tools (CADD, FATHMM-indel, VEST4, and MetaRNN-indel) was compared. Among them, MetaRNN-indel showed the best overall results. MetaRNN-indel was then applied to 1013 unsolved IRD patients, identifying two likely pathogenic causal variants in two unrelated IRD patients by confirming clinical phenotypes. Hence, our findings indicate that reliable prediction of the pathogenicity …