Digital Commons Network^™

Genome-Wide Analysis In Over 1 Million Individuals Of European Ancestry Yields Improved Polygenic Risk Scores For Blood Pressure Traits, Jacob M Keaton, Zoha Kamali, Tian Xie, Ahmad Vaez, Ariel Williams, Alireza Ani, Jacklyn N Hellwege, Loic Yengo, William J Young, Matthew Traylor, Ayush Giri, Zhili Zheng, Jian Zeng, Daniel I Chasman, Andrew P Morris, Mark J Caulfield, Shih-Jen Hwang, Jaspal S Kooner, David Conen, John R Attia, Alanna C Morrison, Ruth J F Loos, Kati Kristiansson, Reinhold Schmidt, Andrew A Hicks, Peter P Pramstaller, Christopher P Nelson, Nilesh J Samani, Lorenz Risch, Ulf Gyllensten, Olle Melander, Harriette Riese, James F Wilson, Harry Campbell, Stephen S Rich, Bruce M Psaty, Yingchang Lu, Jerome I Rotter, Xiuqing Guo, Kenneth M Rice, Peter Vollenweider, Johan Sundström, Claudia Langenberg, Martin D Tobin, Vilmantas Giedraitis, Jian'an Luan, Jaakko Tuomilehto, Zoltan Kutalik, Samuli Ripatti, Veikko Salomaa, Giorgia Girotto, Stella Trompet, J Wouter Jukema, Pim Van Der Harst, Paul M Ridker, Franco Giulianini, Veronique Vitart, Anuj Goel, Hugh Watkins, Sarah E Harris, Ian J Deary, Peter J Van Der Most, Albertine J Oldehinkel, Bernard D Keavney, Caroline Hayward, Archie Campbell, Michael Boehnke, Laura J Scott, Thibaud Boutin, Chrysovalanto Mamasoula, Marjo-Riitta Järvelin, Annette Peters, Christian Gieger, Edward G Lakatta, Francesco Cucca, Jennie Hui, Paul Knekt, Stefan Enroth, Martin H De Borst, Ozren Polašek, Maria Pina Concas, Eulalia Catamo, Massimiliano Cocca, Ruifang Li-Gao, Edith Hofer, Helena Schmidt, Beatrice Spedicati, Melanie Waldenberger, David P Strachan, Maris Laan, Alexander Teumer, Marcus Dörr, Vilmundur Gudnason, James P Cook, Daniela Ruggiero, Ivana Kolcic, Eric Boerwinkle, Michela Traglia, Terho Lehtimäki, Olli T Raitakari, Andrew D Johnson, Christopher Newton-Cheh, Morris J Brown, Anna F Dominiczak, Peter J Sever, Neil Poulter, John C Chambers, Roberto Elosua, David Siscovick, Tõnu Esko, Andres Metspalu, Rona J Strawbridge, Markku Laakso, Anders Hamsten, Jouke-Jan Hottenga, Eco De Geus, Andrew D Morris, Colin N A Palmer, Ilja M Nolte, Yuri Milaneschi, Jonathan Marten, Alan Wright, Eleftheria Zeggini, Joanna M M Howson, Christopher J O'Donnell, Tim Spector, Mike A Nalls, Eleanor M Simonsick, Yongmei Liu, Cornelia M Van Duijn, Adam S Butterworth, John N Danesh, Cristina Menni, Nicholas J Wareham, Kay-Tee Khaw, Yan V Sun, Peter W F Wilson, Kelly Cho, Peter M Visscher, Joshua C Denny, Million Veteran Program, Lifelines Cohort Study, Charge Consortium, Icbp Consortium, Daniel Levy, Todd L Edwards, Patricia B Munroe, Harold Snieder, Helen R Warren

Faculty, Staff and Student Publications

Hypertension affects more than one billion people worldwide. Here we identify 113 novel loci, reporting a total of 2,103 independent genetic signals (P < 5 × 10-8) from the largest single-stage blood pressure (BP) genome-wide association study to date (n = 1,028,980 European individuals). These associations explain more than 60% of single nucleotide polymorphism-based BP heritability. Comparing top versus bottom deciles of polygenic risk scores (PRSs) reveals clinically meaningful differences in BP (16.9 mmHg systolic BP, 95% CI, 15.5-18.2 mmHg, P = 2.22 × 10-126) and more than a sevenfold higher odds of hypertension risk (odds ratio, 7.33; 95% CI, 5.54-9.70; P = 4.13 × 10-44) in an independent dataset. Adding PRS into hypertension-prediction models increased the area under the receiver operating characteristic curve (AUROC) from 0.791 (95% CI, 0.781-0.801) to 0.826 (95% CI, 0.817-0.836, ∆AUROC, 0.035, P = 1.98 × 10-34). We compare the 2,103 loci results in non-European ancestries and show significant PRS associations in a large African-American sample. Secondary analyses implicate 500 genes previously unreported for BP. Our study highlights the role of increasingly large genomic studies for precision health research.

Investigation Of Inherited Noncoding Genetic Variation Impacting The Pharmacogenomics Of Childhood Acute Lymphoblastic Leukemia Treatment, Kashi Raj Bhattarai, Robert J Mobley, Kelly R Barnett, Daniel C Ferguson, Baranda S Hansen, Brennan P Bergeron, Wenjian Yang, Kristine R Crews, Christopher S Manring, Elias Jabbour, Elisabeth Paietta, Mark R Litzow, Steven M Kornblau, Wendy Stock, Hiroto Inaba, Sima Jeha, Ching-Hon Pui, Cheng Cheng, Shondra M Pruett-Miller, Mary V Relling, Jun J Yang, William E Evans, Daniel Savic

Faculty, Staff and Student Publications

Defining genetic factors impacting chemotherapy failure can help to better predict response and identify drug resistance mechanisms. However, there is limited understanding of the contribution of inherited noncoding genetic variation on inter-individual differences in chemotherapy response in childhood acute lymphoblastic leukemia (ALL). Here we map inherited noncoding variants associated with treatment outcome and/or chemotherapeutic drug resistance to ALL cis-regulatory elements and investigate their gene regulatory potential and target gene connectivity using massively parallel reporter assays and three-dimensional chromatin looping assays, respectively. We identify 54 variants with transcriptional effects and high-confidence gene connectivity. Additionally, functional interrogation of the top variant, rs1247117, …

Optimized Scoring Of End-To-End Dosimetry Audits For Passive Motion Management – A Simulation Study Using The Iroc Thorax Phantom, Alex Burton, Mathieu Gaudreault, Nicholas Hardcastle, Jessica Lye, Sabeena Beveridge, Rick Franich

Faculty, Staff and Student Publications

Dosimetry audits for passive motion management require dynamically-acquired measurements in a moving phantom to be compared to statically calculated planned doses. This study aimed to characterise the relationship between planning and delivery errors, and the measured dose in the Imaging and Radiation Oncology Core (IROC) thorax phantom, to assess different audit scoring approaches. Treatment plans were created using a 4DCT scan of the IROC phantom, equipped with film and thermoluminescent dosimeters (TLDs). Plans were created on the average intensity projection from all bins. Three levels of aperture complexity were explored: dynamic conformal arcs (DCAT), low-, and high-complexity volumetric modulated arcs …

Mechanical Venous Thrombectomy For Deep Venous Thrombosis In Cancer Patients: A Single-Center Retrospective Study, Riya M Patel, Koustav Pal, Syed Hadi Ahmed, Joshua D Kuban, Milan Patel, Peiman Habibollahi, Varshana Gurusamy, Sanjay Gupta, Cristhiam M Rojas-Hernandez, Vahid Afshar-Kharghan, Michael H Kroll, Rahul A Sheth

Faculty, Staff and Student Publications

PURPOSE: Venous thromboembolism (VTE) is a major contributor to the mortality of cancer patients. Mechanical thrombectomy (MT) is an endovascular technique that physically removes a thrombus without thrombolytics. The purpose of this study was to evaluate safety, efficacy, and clinical outcomes following MT for lower extremity DVT in cancer patients.

METHODS: This single-center, retrospective study evaluated outcomes following MT of lower extremity DVT in cancer patients from November 2019 to May 2023. The primary outcome measure was clinical success, defined as a decrease in Villalta score by at least 2 points following the intervention. Secondary outcomes included repeat intervention-free survival …

Profiling The Activity Of The Para-Caspase Malt1 In B-Cell Acute Lymphoblastic Leukemia For Potential Targeted Therapeutic Application, Firas M Safa, Terri Rasmussen, Lorena Fontan, Min Xia, Ari Melnick, Patricia Lobelle-Rich, Yara Mouawad, Hana Safah, Erik K Flemington, Nakhle S Saba

Faculty, Staff and Student Publications

B-cell acute lymphoblastic leukemia (B-ALL) remains a hard-to-treat disease with a poor prognosis in adults. Mucosa-associated lymphoid tissue lymphoma translocation protein 1 (MALT1) is a para-caspase required for B-cell receptor (BCR)-mediated NF-κB activation. Inhibition of MALT1 in preclinical models has proven efficacious in many B-cell malignancies including chronic lymphocytic leukemia, mantle cell lymphoma and diffuse large B-cell lymphoma. We sought to examine the role of MALT1 in B-ALL and determine the biological consequences of its inhibition. Targeting MALT1 with both Z-VRPR-fmk and MI-2 efficiently kills B-ALL cells independent of the cell-of-origin (pro, pre, mature) or the presence of the Philadelphia …

A Radiotherapy Community Data-Driven Approach To Determine Which Complexity Metrics Best Predict The Impact Of Atypical Tps Beam Modeling On Clinical Dose Calculation Accuracy, Fre'etta Mae Dayo Brooks, Mallory Carson Glenn, Victor Hernandez, Jordi Saez, Hunter Mehrens, Rebecca Maureen Howell, Christopher Lee Nelson, Catharine Helen Clark, Stephen Frasier Kry

Faculty, Staff and Student Publications

PURPOSE: To quantify the impact of treatment planning system beam model parameters, based on the actual spread in radiotherapy community data, on clinical treatment plans and determine which complexity metrics best describe the impact beam modeling errors have on dose accuracy.

METHODS: Ten beam modeling parameters for a Varian accelerator were modified in RayStation to match radiotherapy community data at the 2.5, 25, 50, 75, and 97.5 percentile levels. These modifications were evaluated on 25 patient cases, including prostate, non-small cell lung, H&N, brain, and mesothelioma, generating 1,000 plan perturbations. Differences in the mean planned dose to clinical target volumes …

Automated, High-Throughput Platform To Generate A High-Reliability, Comprehensive Rectal Cancer Database, Neal Bhutiani, Mahmoud M G Yousef, Abdelrahman Yousef, Mohammad Zeineddine, Mark Knafl, Uditha P Fernando, Fadl A Zeineddine, Jeff Jin, Kristin Alfaro-Munoz, Drew Goldstein, George J Chang, Scott Kopetz, John Paul Shen, Abhineet Uppal

Faculty, Staff and Student Publications

Purpose: Dynamic operations platforms allow for cross-platform data extraction, integration, and analysis, although application of these platforms to large-scale oncology enterprises has not been described. This study presents a pipeline for automated, high-fidelity extraction, integration, and validation of cross-platform oncology data in patients undergoing treatment for rectal cancer at a single, high-volume institution.

Methods: A dynamic operations platform was used to identify patients with rectal cancer treated at MD Anderson Cancer Center between 2016 and 2022 who had magnetic resonance imaging (MRI) imaging and preoperative treatment details available in the electronic health record (EHR). Demographic, clinicopathologic, tumor mutation, radiographic, and …

An Interpretable Framework To Identify Responsive Subgroups From Clinical Trials Regarding Treatment Effects: Application To Treatment Of Intracerebral Hemorrhage, Yaobin Ling, Muhammad Bilal Tariq, Kaichen Tang, Jaroslaw Aronowski, Yang Fann, Xiaoqian Jiang

Faculty, Staff and Student Publications

Randomized Clinical trials (RCT) suffer from a high failure rate which could be caused by heterogeneous responses to treatment. Despite many models being developed to estimate heterogeneous treatment effects (HTE), there remains a lack of interpretable methods to identify responsive subgroups. This work aims to develop a framework to identify subgroups based on treatment effects that prioritize model interpretability. The proposed framework leverages an ensemble uplift tree method to generate descriptive decision rules that separate samples given estimated responses to the treatment. Subsequently, we select a complementary set of these decision rules and rank them using a sparse linear model. …

Proton Therapy Mediates Dose Reductions To Brain Structures Associated With Cognition In Children With Medulloblastoma, Julianna Sienna, Lisa S Kahalley, Donald Mabbott, David Grosshans, Anna Theresa Santiago, Thomas E Merchant, Hitesh Dama, David C Hodgson, Murali Chintagumpala, Mehmet Fatih Okcu, William E Whitehead, Normand Laperriere, Vijay Ramaswamy, Ute Bartels, Uri Tabori, Julie M Bennett, Anirban Das, Tim Craig, Derek S Tsang

Faculty, Staff and Student Publications

Purpose: Emerging evidence suggests proton radiation therapy may offer cognitive sparing advantages over photon radiation therapy, yet dosimetry has not been compared previously. The purpose of this study was to examine dosimetric correlates of cognitive outcomes in children with medulloblastoma treated with proton versus photon radiation therapy.

Methods and materials: In this retrospective, bi-institutional study, dosimetric and cognitive data from 75 patients (39 photon and 36 proton) were analyzed. Doses to brain structures were compared between treatment modalities. Linear mixed-effects models were used to create models of global IQ and cognitive domain scores.

Results: The mean dose and dose to …

Survival Disparities In Non-Hispanic Black And White Cervical Cancer Patients Vary By Histology And Are Largely Explained By Modifiable Factors, Calen W Kucera, Nicole P Chappell, Chunqiao Tian, Michael T Richardson, Christopher M Tarney, John K Chan, Charles A Leath, Yovanni Casablanca, Christine Rojas, Collin A Sitler, Lari Wenzel, Ann Klopp, Nathaniel L Jones, Rodney P Rocconi, John H Farley, Timothy D O'Connor, Craig D Shriver, Nicholas W Bateman, Thomas P Conrads, Neil T Phippen, G Larry Maxwell, Kathleen M Darcy

Faculty, Staff and Student Publications

Purpose: We investigated racial disparities in survival by histology in cervical cancer and examined the factors contributing to these disparities.

Methods: Non-Hispanic Black and non-Hispanic White (hereafter known as Black and White) patients with stage I-IV cervical carcinoma diagnosed between 2004 and 2017 in the National Cancer Database were studied. Survival differences were compared using Cox modeling to estimate hazard ratio (HR) or adjusted HR (AHR) and 95% confidence interval (CI). The contribution of demographic, socioeconomic and clinical factors to the Black vs White differences in survival was estimated after applying propensity score weighting in patients with squamous cell carcinoma …

Safety And Long-Term Survival Results Of The Addition Of Inotuzumab Ozogamicin To The Conditioning Regimen Of Allogeneic Stem Cell Transplantation: A Single-Center Phase 1,2 Trial, Issa F Khouri, Kamal Alzahrani, Hagop Kantarjian, Denái R Milton, Alison M Gulbis, Nitin Jain, Tapan Kadia, May Daher, Hind Rafei, Jin S Im, David Marin, Amanda L Olson, Uday Popat, Muzaffar Qazilbash, Jeremy Ramdial, Gabriela Rondon, Samer Srour, Partow Kebriaei, Elizabeth Shpall, Richard Champlin, Elias J Jabbour

Faculty, Staff and Student Publications

Here we report on the first prospective study evaluating the safety and long-term survival when an escalating dose of inotuzumab ozogamicin (INO) (0.6, 1.2, or 1.8 mg/m2 on day 13) was added to one alkylator-containing conditioning regimen in patients with relapsed CD22 (+) lymphoid malignancies who were candidates for hematopoietic stem cell transplantation (HSCT). Twenty-six patients were enrolled. Six (23%) of these patients entered the phase 1 study: four were treated at an INO dose of 0.6 mg/m2 and two at dose of 1.2 mg/m2. None of these patients experienced dose-limiting toxicities. The remaining 20 (77%) patients entered the phase …

Artificial Intelligence-Powered Assessment Of Pathologic Response To Neoadjuvant Atezolizumab In Patients With Nsclc: Results From The Lcmc3 Study, Sanja Dacic, William D Travis, Jennifer M Giltnane, Filip Kos, John Abel, Junya Fujimoto, Jon Ritter, Farah Khalil, Yi Liu, Amaro Taylor-Weiner, Murray Resnick, Hui Yu, Fred R Hirsch, Paul A Bunn, David P Carbone, Valerie Rusch, David J Kwiatkowski, Bruce E Johnson, Jay M Lee, Stephanie R Hennek, Ilan Wapinski, Alan Nicholas, Ann Johnson, Katja Schulze, Mark G Kris, Ignacio I Wistuba

Faculty, Staff and Student Publications

Introduction: Pathologic response (PathR) by histopathologic assessment of resected specimens may be an early clinical end point associated with long-term outcomes with neoadjuvant therapy. Digital pathology may improve the efficiency and precision of PathR assessment. LCMC3 (NCT02927301) evaluated neoadjuvant atezolizumab in patients with resectable NSCLC and reported a 20% major PathR rate.

Methods: We determined PathR in primary tumor resection specimens using guidelines-based visual techniques and developed a convolutional neural network model using the same criteria to digitally measure the percent viable tumor on whole-slide images. Concordance was evaluated between visual determination of percent viable tumor (n = …

Somatic Gene Mutation Patterns And Burden Influence Outcomes With Enasidenib In Relapsed/Refractory Idh2-Mutated Aml, Alberto Risueño, Wendy L See, Iryna Bluemmert, Stéphane De Botton, Courtney D Dinardo, Andre C Schuh, Paresh Vyas, Thomas Prebet, Anita Gandhi, Maroof Hasan

Faculty, Staff and Student Publications

Limited treatment options are available for patients with relapsed/refractory acute myeloid leukemia (R/R AML). We recently reported results from the phase 3 IDHENTIFY trial (NCT02577406) showing improved response rates and event-free survival with enasidenib monotherapy compared with conventional care regimens (CCR) in heavily pretreated, older patients with late-stage R/R AML bearing IDH2 mutations. Here we investigated the prognostic impact of mutational burden and different co-mutation patterns at study entry within the predominant IDH2 variant subclasses, IDH2-R140 and IDH2-R172. The prognostic relevance of these variants is well documented in newly diagnosed AML, but data are lacking in R/R AML. In this …

Genomic Signatures Of Strawberry Domestication And Diversification, Zhen Fan, Vance M Whitaker

Faculty, Staff and Student Publications

Cultivated strawberry (Fragaria × ananassa) has a brief history of less than 300 yr, beginning with the hybridization of octoploids Fragaria chiloensis and Fragaria virginiana. Here we explored the genomic signatures of early domestication and subsequent diversification for different climates using whole-genome sequences of 289 wild, heirloom, and modern varieties from two major breeding programs in the United States. Four nonadmixed wild octoploid populations were identified, with recurrent introgression among the sympatric populations. The proportion of F. virginiana ancestry increased by 20% in modern varieties over initial hybrids, and the proportion of F. chiloensis subsp. pacifica rose from 0% to …

The Intrinsic Substrate Specificity Of The Human Tyrosine Kinome, Tomer M Yaron-Barir, Brian A Joughin, Emily M Huntsman, Alexander Kerelsky, Daniel M Cizin, Amit Regev, Neil Vasan, Ting-Yu Lin, Jose M Orozco, Christina Schoenherr, Cari Sagum, Mark T Bedford, R Max Wynn, Shih-Chia Tso, David T Chuang, Lei Li, Shawn S-C Li, Pau Creixell, Konstantin Krismer, Mina Takegami, Harin Lee, Bin Zhang, Jingyi Lu, Ian Cossentino, Sean D Landry, Mohamed Uduman, John Blenis, Olivier Elemento, Margaret C Frame, Peter V Hornbeck, Lewis C Cantley, Benjamin E Turk, Michael B Yaffe, Jared L Johnson

Faculty, Staff and Student Publications

Phosphorylation of proteins on tyrosine (Tyr) residues evolved in metazoan organisms as a mechanism of coordinating tissue growth1. Multicellular eukaryotes typically have more than 50 distinct protein Tyr kinases that catalyse the phosphorylation of thousands of Tyr residues throughout the proteome1-3. How a given Tyr kinase can phosphorylate a specific subset of proteins at unique Tyr sites is only partially understood4-7. Here we used combinatorial peptide arrays to profile the substrate sequence specificity of all human Tyr kinases. Globally, the Tyr kinases demonstrate considerable diversity in optimal patterns of residues surrounding the site of phosphorylation, revealing the functional organization of …

Synthetic Cationic Helical Polypeptides For The Stimulation Of Antitumour Innate Immune Pathways In Antigen-Presenting Cells, Daeyong Lee, Kristin Huntoon, Yifan Wang, Minjeong Kang, Yifei Lu, Todd M Link, Yaqing Qie, Xuefeng Li, Shiyan Dong, Benjamin R Schrank, Adam J Grippin, Abin Antony, Jonghoon Ha, Mengyu Chang, Yi An, Liang Wang, Dadi Jiang, Jing Li, Albert C Koong, John A Tainer, Wen Jiang, Betty Y S Kim

Faculty, Staff and Student Publications

Intracellular DNA sensors regulate innate immunity and can provide a bridge to adaptive immunogenicity. However, the activation of the sensors in antigen-presenting cells (APCs) by natural agonists such as double-stranded DNAs or cyclic nucleotides is impeded by poor intracellular delivery, serum stability, enzymatic degradation and rapid systemic clearance. Here we show that the hydrophobicity, electrostatic charge and secondary conformation of helical polypeptides can be optimized to stimulate innate immune pathways via endoplasmic reticulum stress in APCs. One of the three polypeptides that we engineered activated two major intracellular DNA-sensing pathways (cGAS-STING (for cyclic guanosine monophosphate-adenosine monophosphate synthase-stimulator of interferon genes) …

On The Optimal Diagnosis And The Evolving Role Of Pimavanserin In Parkinson's Disease Psychosis, Fernando L Pagan, Paul E Schulz, Yasar Torres-Yaghi, Gregory M Pontone

Faculty, Staff and Student Publications

Parkinson's disease (PD) is associated with the development of psychosis (PDP), including hallucinations and delusions, in more than half of the patient population. Optimal PD management must therefore involve considerations about both motor and non-motor symptoms. Often, clinicians fail to diagnosis psychosis in patients with PD and, when it is recognized, treat it suboptimally, despite the availability of multiple interventions. In this paper, we provide a summary of the current guidelines and clinical evidence for treating PDP with antipsychotics. We also provide recommendations for diagnosis and follow-up. Finally, an updated treatment algorithm for PDP that incorporates the use of pimavanserin, …

Fungi In Cancer, Jessica Galloway-Peña, Iliyan D Iliev, Florencia Mcallister

Faculty, Staff and Student Publications

Both the gut and the tumour microbiome are now established as crucial regulators of cancer phenotypes and have been implicated in cancer initiation, progression and therapy response. Although the role of bacteria in these processes is beginning to be unravelled, the relevance of fungi is only just emerging. In this Viewpoint, we asked experts to discuss the current knowledge on the mycobiome–cancer connection and share their opinion on how to best solve open questions.

Optimizing Outpatient Radiation Oncology Consult Workflow By Using Time-Driven Activity-Based Costing: Efficiency And Financial Impacts, Julius Weng, Shane Mesko, Gregory Chronowski, Percy Lee, Seungtaek Choi, Albert C Koong, Thomas Aloia, Richie Ehlers, Dorothy Elrod-Joplin, Ashley Kerr, Regina Smith, Wendi Martinez, Elizabeth Bloom, Shalin J Shah, Matthew S Ning, Zhongxing Liao, Joseph Herman, Shalini Moningi, Amy C Moreno, Quynh-Nhu Nguyen

Faculty, Staff and Student Publications

PURPOSE: Clinical efficiency is a key component of value-based health care. Our objective here was to identify workflow inefficiencies by using time-driven activity-based costing (TDABC) and evaluate the implementation of a new clinical workflow in high-volume outpatient radiation oncology clinics.

METHODS: Our quality improvement study was conducted with the Departments of GI, Genitourinary (GU), and Thoracic Radiation Oncology at a large academic cancer center and four community network sites. TDABC was used to create process maps and optimize workflow for outpatient consults. Patient encounter metrics were captured with a real-time status function in the electronic medical record. Time metrics were …

Jak2v617f Reversible Activation Shows Its Essential Requirement In Myeloproliferative Neoplasms, Andrew J Dunbar, Robert L Bowman, Young C Park, Kavi O'Connor, Franco Izzo, Abdul Karzai, Won Jun Kim, Inés Fernández-Maestre, Michael R Waarts, Abbas Nazir, Wenbin Xiao, Tamara Codilupi, Max Brodsky, Mirko Farina, Louise Cai, Sheng F Cai, Benjamin Wang, Wenbin An, Julie L Yang, Shoron Mowla, Shira E Eisman, Amritha Varshini Hanasoge Somasundara, Jacob L Glass, Tanmay Mishra, Remie Houston, Emily Guzzardi, Anthony R Martinez Benitez, Aaron D Viny, Richard P Koche, Sara C Meyer, Dan A Landau, Ross L Levine

Faculty, Staff and Student Publications

Gain-of-function mutations activating JAK/STAT signaling are seen in the majority of patients with myeloproliferative neoplasms (MPN), most commonly JAK2V617F. Although clinically approved JAK inhibitors improve symptoms and outcomes in MPNs, remissions are rare, and mutant allele burden does not substantively change with chronic therapy. We hypothesized this is due to limitations of current JAK inhibitors to potently and specifically abrogate mutant JAK2 signaling. We therefore developed a conditionally inducible mouse model allowing for sequential activation, and then inactivation, of Jak2V617F from its endogenous locus using a combined Dre-rox/Cre-lox dual-recombinase system. Jak2V617F deletion abrogates MPN features, induces depletion of mutant-specific hematopoietic …

Program Evaluation Of Online And Face-To-Face College And Career Readiness And Its Effect On Degree Utilization In Community College Graduates, Tyson M. Riskas

All Graduate Theses and Dissertations, Fall 2023 to Present

Salt Lake Community College has adopted the Pathway initiative as a part of its long-term strategic plan. Pathway is a student-centered approach to redesigning the college experience by assessing student experience to reorganize and re-present degree programs. Currently, SLCC focuses on adjusting class pedagogy and curriculum to equip students with core college and career readiness (CCR) skills and determine if graduates are utilizing their degree. The Gail Miller School of Business offers students the option of completing their degree online or face-to-face and choosing between degrees aimed at transferring to other institutions or entering a career. However, they are currently …

Exploring The Role Of Near Channel Geospatial Attributes To Predict Suspended Sediment Concentration Patterns Across The Conus Region, Aaron J. Sigman

All Graduate Theses and Dissertations, Fall 2023 to Present

High concentrations of suspended sediment (SSC) in a river can represent a critical water quality concern, reduce the storage capacity of reservoirs, and impact aquatic habitat. The total amount of sediment is calculated from a combination of river properties, including the amount of available sediment and the flow of water carrying the sediment. Water flow properties can be found using local information about the channel, however understanding the concentration of sediment in the river requires understanding the supply of sediment from the watershed. To understand where sediment is coming from, we examined over 1000 United States Geological Survey sites with …

Water Data Science: Data Driven Techniques, Training, And Tools For Improved Management Of High Frequency Water Resources Data, Amber Spackman Jones

All Graduate Theses and Dissertations, Fall 2023 to Present

Electronic sensors can measure water and climate conditions at high frequency and generate large quantities of observed data. This work addresses data management challenges associated with the volume and complexity of high frequency water data. We developed techniques for automatically reviewing data, created materials for training water data managers, and explored existing and emerging technologies for sensor data management.

Data collected by sensors often include errors due to sensor failure or environmental conditions that need to be removed, labeled, or corrected before the data can be used for analysis. Manual review and correction of these data can be tedious and …

Effects Of Design Thinking Instructional Strategies On Design Skill Acquisition: A Meta-Analysis, Sarah M. Urquhart

All Graduate Theses and Dissertations, Fall 2023 to Present

In today's educational landscape, design thinking has emerged as a vital skill for the 21st century, becoming ingrained in curricula from kindergarten through post-secondary education. However, despite its widespread integration, there exists a notable absence of quantitative evidence supporting effective instructional approaches for fostering cognitive design skills. Various initiatives have aimed to explore how individuals acquire cognitive design competencies and to catalog instructional methods that facilitate this process. Nevertheless, existing quantitative research on the topic is fragmented across diverse fields and lacks a cohesive synthesis. This study endeavors to fill this gap through a meta-analysis focusing on two primary objectives …

Experimental Nonnative Wood Addition Enhances Instream Habitat For Native Fishes And Investigating Dryland River Alterations, Benjamin J. Miller

All Graduate Theses and Dissertations, Fall 2023 to Present

The rivers of the Colorado River Basin (CRB) have been degraded by human activities such flow regulation, water overallocation, and the introduction of invasive riparian vegetation (primarily tamarisk tamarix spp. and Russian olive Elaeagnus angustifolia). These stressors have resulted in widespread habitat loss and simplification, which is a major contributor to the endangerment of native fishes in the CRB.

The objectives of this study were to 1) assess the effectiveness of enhancing native fish habitat by experimentally adding cut wood from nonnative Russian olive to the San Juan River, a highly degraded dryland river, and 2) determine the …

Evaluating An Integrated Science, Technology, Engineering, And Math/Computational Thinking Professional Development Program For Elementary Level Paraprofessional Educators, Aubrey A. Rogowski

All Graduate Theses and Dissertations, Fall 2023 to Present

For my dissertation, I looked at a training program one Utah school district used to teach paraprofessional educators science, technology, engineering, math, and computational thinking. Specifically, the program taught them about what computational thinking is and how they could use it when teaching science, technology, engineering, and math to students from kindergarten to sixth grade. While reviewing this program, I evaluated 1) The experiences the paraprofessionals had with the program, 2) Whether the paraprofessionals understood computational thinking, and 3) Whether the program prepared them to teach computational thinking to K-6 students.

I worked with eight paraprofessionals who participated in this …

A Review Of Student Attitudes Towards Keystroke Logging And Plagiarism Detection In Introductory Computer Science Courses, Caleb Syndergaard

All Graduate Theses and Dissertations, Fall 2023 to Present

The following paper addresses student attitudes towards keystroke logging and plagiarism prevention measures. Specifically, the paper concerns itself with changes made to the “ShowYourWork” plugin, which was implemented to log the keystrokes of students in Utah State University’s introductory Computer Science course, CS1400. Recent work performed by the Edwards Lab provided insights into students’ feelings towards keystroke logging as a measure of deterring plagiarism. As a result of that research, we have concluded that measures need to be taken to enable students to have more control over their data and assist students to feel more comfortable with keystroke logging. This …

Inferring A Hierarchical Input Type For An Sql Query, Santosh Aryal

All Graduate Theses and Dissertations, Fall 2023 to Present

SQL queries are a common method to retrieve information from databases, much like asking a detailed question and getting a precise answer. Plug-and-play queries simplify the process of querying. In a Plug-and-play SQL query a programmer sketches the shape of the input to the query as a hierarchy. But the programmer could make a mistake in specifying the hierarchy and it takes programmer time and effort to specify the hierarchy. A better solution is to automatically infer the hierarchy from a query. This thesis presents a system to infer a hierarchical input type for an SQL query. We consider two …

Systematic Review Of The Use Of Multiperson Activity Schedules For Individuals With Disabilities, Caili A. Johnson

All Graduate Theses and Dissertations, Fall 2023 to Present

Multiperson activity schedules capitalize on the benefits of independent activity schedules, a commonly used visual support for individuals with disabilities. Activity schedules minimize the need for adult prompting and increase independence with complex tasks by breaking them down into pictures, written words, or videos. Multiperson schedules allow pairs and small groups of individuals with disabilities to work together with minimal adult involvement to accomplish a task. This systematic review aims to inform researchers and other interested persons regarding the use of multiperson activity schedules to aid in decision-making and support implementation. We screened 146 articles and dissertations against our study …

Techniques To Overcome Energy Storage Limitations In Electric Vehicles, Matthew J. Hansen

All Graduate Theses and Dissertations, Fall 2023 to Present

Electric vehicles are becoming increasingly popular, battery limitations (cost, size, and weight) complicate electric vehicle adoption. While important research on battery development is ongoing, this dissertation discusses two main approaches to overcome those limitations within the existing battery technology paradigm. Those thrusts are: improving battery health through an optimal charging strategy and minimizing necessary battery size through dynamic wireless power transfer. In this dissertation, relevant literature is discussed, with opportunities for further development considered. Within the two thrusts, three objectives sharpen the focus of the research presented here. First, a planning tool is defined for a battery electric bus fleet. …