Digital Commons Network^™

Experiences In Providing A Community Educational Resource For The All Of Us Researcher Workbench, Deborah I Ritter, Jinyoung Byun, Jun Wang, Stephen Richards, Pamela N Luna, Laterrica Williams, Julie R Coleman, Jasmine N Baker, Shamika Ketkar, Ashley M Butler, Latanya Hammonds-Odie, Elizabeth G Atkinson, Kim C Worley, Debra D Murray, Brendan Lee, Steven E Scherer

Faculty, Staff and Students Publications

OBJECTIVE: Educational offerings to fill the bioinformatics knowledge gap are a key component to enhancing access and use of health data from the All of Us Research Program. We developed a Train the Trainer-based, innovative training series including project-based learning, modular on-demand demonstrations, and unstructured tutorial time as a model for educational engagement in the All of Us community.

MATERIALS AND METHODS: We highlight our training modules and content, with training survey data informing cycles of development in the creation of a 6-module training series with modular demonstrations.

RESULTS: We have conducted 2 public iterations of the Train the Trainer …

Hemodynamic And Clinical Outcomes With Balloon-Expandable Valves Versus Self-Expanding Valves In Patients With Small Aortic Annulus Undergoing Transcatheter Aortic Valve Replacement: A Meta-Analysis Of Randomized Controlled Trials And Propensity Score Matched Studies, Mushood Ahmed, Areeba Ahsan, Shehroze Tabassum, Irra Tariq, Eeshal Zulfiqar, Mahnoor Farooq Raja, Asma Mahmood, Raheel Ahmed, Farhan Shahid, Syed Khurram M Gardezi, Mahboob Alam, Rodrigo Bagur, Mamas A Mamas

Faculty, Staff and Students Publications

Transcatheter aortic valve replacement (TAVR) is considered more effective than surgical aortic valve implantation for patients with a small aortic annulus (SAA), however, the comparative efficacy of different transcatheter heart valves (THVs) remains uncertain. A literature search was performed across databases from their inception until June 2024 to identify eligible randomized controlled trials (RCTs) and propensity-score matched (PSM) studies. Clinical outcomes were evaluated using a random-effects model to pool risk ratios (RRs) with 95 % confidence intervals (CIs). The analysis included 10 studies with 2,960 patients. BEVs were associated with a significantly smaller indexed effective orifice area (MD: -0.18, 95 …

Salivary Features Of Periodontitis And Gingivitis In Type 2 Diabetes Mellitus, Jeffrey L. Ebersole, Sreenatha S. Kirakodu, Xiaohua D. Zhang, Dolph Dawson, Craig S. Miller

Biostatistics Faculty Publications

Type 2 diabetes mellitus (T2DM) is associated with cellular abnormalities, tissue and organ dysfunctions, and periodontitis. This investigation examined the relationship between the oral microbiome and salivary biomarkers in T2DM patients with or without periodontitis. This cohort (35–80 years) included systemically healthy non-periodontitis (NP; n = 31), T2DM without periodontitis (DWoP; n = 32) and T2DM with periodontitis (DWP; n = 29). The oral microbiome [Operational Taxonomic Units (OTUs)] (16 s rRNA sequencing) and targeted host salivary biomarkers (immunoassays) were assessed. We identified 47 OTUs that were significantly different in abundance between NP samples and any disease subset or between …

Tyk2 Regulates Tau Levels, Phosphorylation And Aggregation In A Tauopathy Mouse Model, Jiyoen Kim, Bakhos Tadros, Yan Hong Liang, Youngdoo Kim, Cristian Lasagna-Reeves, Jun Young Sonn, Dah-Eun Chloe Chung, Bradley Hyman, David M Holtzman, Huda Yahya Zoghbi

Faculty, Staff and Students Publications

Alzheimer's disease is one of at least 26 diseases characterized by tau-positive accumulation in neurons, glia or both. However, it is still unclear what modifications cause soluble tau to transform into insoluble aggregates. We previously performed genetic screens that identified tyrosine kinase 2 (TYK2) as a candidate regulator of tau levels. Here we verified this finding and found that TYK2 phosphorylates tau at tyrosine 29 (Tyr29) leading to its stabilization and promoting its aggregation in human cells. We discovered that TYK2-mediated Tyr29 phosphorylation interferes with autophagic clearance of tau. We also show that TYK2-mediated phosphorylation of Tyr29 facilitates pathological tau …

Diabetter Together: Clinical Trial Protocol For A Strengths-Based Peer Mentor Intervention For Young Adults With Type 1 Diabetes Transitioning To Adult Care, Samantha A Carreon, Charles G Minard, Sarah K Lyons, Wendy Levy, Stephanie Camey, Kishan Desai, Brenda Duran, Randi Streisand, Barbara J Anderson, Siripoom V Mckay, Tricia S Tang, Sridevi Devaraj, Ryan Ramphul, Marisa E Hilliard

Faculty, Staff and Students Publications

Background: Type 1 diabetes (T1D) management is challenging for young adults, who are expected to transfer from the pediatric to adult T1D healthcare system while also managing typical developmental demands (e.g., social, financial, work/school, residential). Many young adults have extended gaps in care before following up in adult care, increasing risk for poor health outcomes. There are few evidence-based programs to support young adults with T1D to promote a timelier transition during this period. This paper reports on the design of DiaBetter Together, a randomized controlled trial to evaluate a 12-month Peer Mentor-delivered intervention compared to usual care among young …

Epinephrine Versus Dopamine In Children, What Is The Current Evidence And What Do We Need? A Systematic Review And Meta-Analysis, Rohit S Loomba, Riddhi D Patel, Enrique G Villarreal, Juan S Farias, Saul Flores

Faculty, Staff and Students Publications

Introduction: Pediatric patients often receive vasoactive agents following cardiothoracic surgery or when in shock. The use of vasoactive agents varies between different settings and has largely changed because of anecdotal observations or small observational studies. Although vasoactive agents are frequently used, there are limited studies in pediatric populations comparing them to one another. The purpose of this systematic review is to quantify the comparative effects of epinephrine and dopamine while identifying gaps in knowledge.

Methods: A systematic review of published manuscripts was completed to identify full-text manuscripts in English using PubMed, Embase, and Cochrane databases. Studies were included if they …

Lack Of Association Of First And Second-Line Medication Dosing And Progression To Refractory Status Epilepticus In Children, Cristina Barcia Aguilar, Marta Amengual-Gual, J Nicholas Brenton, Kevin E Chapman, Justice Clark, William D Gaillard, Joshua L Goldstein, Howard P Goodkin, Robert Kahoud, Yi-Chen Lai, Mohamad A Mikati, Lindsey A Morgan, Eric T Payne, Craig A Press, Latania Reece, Tristan T Sands, Kumar Sannagowdara, Theodore Sheehan, Renée A Shellhaas, Robert C Tasker, Mark S Wainwright, Bo Zhang, Tobias Loddenkemper

Faculty, Staff and Students Publications

Purpose: Evaluate the relationship between first and second-line medication dosing and progression to refractory status epilepticus (RSE) in children.

Methods: This is a retrospective analysis of prospectively collected data from September 2014 to February 2020 of children with status epilepticus (SE) who received at least two antiseizure medications (ASMs). We evaluated the risk of developing RSE after receiving a low total benzodiazepine dose (lower than 100 % of the minimum recommended dose for each benzodiazepine dose administered within 10 min) and a low first non-benzodiazepine ASM dose (lower than 100 % of the minimum recommended dose of non-benzodiazepine ASM given …

Are Prediction Models Moving Closer To Clinical Application In The Diagnosis Of Type Of Diabetes In Youth?, Fida Bacha

Faculty, Staff and Students Publications

No abstract provided.

Proteomic Analysis Uncovers Multiprotein Signatures Associated With Early Diabetic Kidney Disease In Youth With Type 2 Diabetes Mellitus, Laura Pyle, Ye Ji Choi, Phoom Narongkiatikhun, Kumar Sharma, Sushrut Waikar, Anita Layton, Kalie L Tommerdahl, Ian De Boer, Timothy Vigers, Robert G Nelson, Jane Lynch, Frank Brosius, Pierre J Saulnier, Jesse A Goodrich, Jeanie B Tryggestad, Elvira Isganaitis, Fida Bacha, Kristen J Nadeau, Daniel Van Raalte, Matthias Kretzler, Hiddo Heerspink, Petter Bjornstad

Faculty, Staff and Students Publications

Background: The onset of diabetic kidney disease (DKD) in youth with type 2 diabetes (T2D) mellitus often occurs early, leading to complications in young adulthood. Risk biomarkers associated with the early onset of DKD are urgently needed in youth with T2D.

Methods: We conducted an in-depth analysis of 6596 proteins (SomaScan 7K) in 374 baseline plasma samples from the Treatment Options for Type 2 Diabetes in Adolescents and Youth study to identify multiprotein signatures associated with the onset of albuminuria (urine albumin-to-creatinine ratio ≥30 mg/g), a rapid decline in eGFR (annual eGFR decline >3 ml/min per 1.73 m2 and/or ≥3.3% …

Immunopeptidomic Mhc-I Profiling And Immunogenicity Testing Identifies Tcj2 As A New Chagas Disease Mrna Vaccine Candidate, Leroy Versteeg, Rakesh Adhikari, Gonteria Robinson, Jungsoon Lee, Junfei Wei, Nelufa Islam, Brian Keegan, William K Russell, Cristina Poveda, Maria Jose Villar, Kathryn Jones, Maria Elena Bottazzi, Peter Hotez, Edwin Tijhaar, Jeroen Pollet

Faculty, Staff and Students Publications

Trypanosoma cruzi is a protozoan parasite that causes Chagas disease. Globally 6 to 7 million people are infected by this parasite of which 20-30% will progress to develop Chronic Chagasic Cardiomyopathy (CCC). Despite its high disease burden, no clinically approved vaccine exists for the prevention or treatment of CCC. Developing vaccines that can stimulate T. cruzi-specific CD8+ cytotoxic T cells and eliminate infected cells requires targeting parasitic antigens presented on major histocompatibility complex-I (MHC-I) molecules. We utilized mass spectrometry-based immunopeptidomics to investigate which parasitic peptides are displayed on MHC-I of T. cruzi infected cells. Through duplicate experiments, we identified an …

A Reproducible Pipeline For Parcellation Of The Anterior Limb Of The Internal Capsule, Karianne Sretavan, Henry Braun, Zoe Liu, Daniel Bullock, Tara Palnitkar, Remi Patriat, Jayashree Chandrasekaran, Samuel Brenny, Matthew D Johnson, Alik S Widge, Noam Harel, Sarah R Heilbronner

Faculty, Staff and Students Publications

Background: The anterior limb of the internal capsule (ALIC) is a white matter structure that connects the prefrontal cortex (PFC) to the brainstem, thalamus, and subthalamic nucleus. It is a target for deep brain stimulation for obsessive-compulsive disorder. There is strong interest in improving deep brain stimulation targeting by using diffusion tractography to reconstruct and target specific ALIC fiber pathways, but this methodology is susceptible to errors and lacks validation. To address these limitations, we developed a novel diffusion tractography pipeline that generates reliable and biologically validated ALIC white matter reconstructions.

Methods: Following algorithm development and refinement, we analyzed 43 …

Testosterone Acts Through The Membrane Protein Gprc6a To Cause Cardiac Edema In Zebrafish Embryos, Vahid Zadmajid, Shayan Shahriar, Daniel A Gorelick

Faculty, Staff and Students Publications

Androgens are classically thought to act through intracellular androgen receptors (AR/NR3C4), but they can also trigger non-genomic effects via membrane proteins. Although several membrane androgen receptors have been characterized in vitro, their functions in vivo remain unclear. Using a chemical-genetic screen in zebrafish, we found that GPRC6A, a G-protein-coupled receptor, mediates non-genomic androgen actions during embryonic development. Exposure to androgens (androstanedione, DHT and testosterone) caused cardiac edema or tail curvature in wild-type embryos, as well as in ar mutants, suggesting AR-independent pathways. We then mutated putative membrane androgen receptors [gprc6a, hcar1-4 and zip9 (slc39a9)] and found that only gprc6a mutants …

Shared Genetic Architecture Of Non-Viral Cirrhosis With Several Pleiotropic Traits: A Nested Case-Control Study In The Uk Biobank, Jinyoung Byun, Hyun-Seok Kim, Younghun Han, Aaron P Thrift, Sabrina M Lin, Xiangjun Xiao, Hyeyeun Lim, Goo Jun, Stacia M Desantis, Hashem B El-Serag, Fasiha Kanwal, Christopher I Amos

Faculty, Staff and Students Publications

Background & aims: Cirrhosis is a leading cause of liver-related mortality and a multifactorial disease. To date, the complex genetic architecture of non-viral cirrhosis has not been fully explored. Cross-trait genetic correlations can elucidate the common genetic etiology of genetically correlated phenotypes. This study aims to identify polygenic and pleiotropic traits associated with cirrhosis using the linkage disequilibrium score regression analysis.

Methods: We conducted genome-wide association analysis of 9,622,842 imputed SNPs on 3,368 non-viral cirrhosis cases and 258,258 controls, and cross-trait analysis between non-viral cirrhosis and various polygenic and pleiotropic traits using the UK Biobank cohort study. We further performed …

Modification Of A Parent-Report Sleep Scale For Individuals With Cdkl5 Deficiency Disorder: A Psychometric Study, Jacinta M Saldaris, Scott Demarest, Peter Jacoby, Heather E Olson, Kiran Maski, Elia Pestana-Knight, Dana Price, Rajsekar Rajaraman, Bernhard Suter, Judith Weisenberg, Helen Leonard, Eric D Marsh, Tim A Benke, Jenny Downs

Faculty, Staff and Students Publications

Study objectives: Sleep difficulties are common in CDKL5 deficiency disorder, a developmental and epileptic encephalopathy. This study evaluated the factor structure of the Disorders of Initiating and Maintaining Sleep (DIMS), Disorders of Excessive Somnolence (DOES), and Sleep Breathing Disorders domains of the Sleep Disturbance Scale for Children for CDKL5 deficiency disorder.

Methods: A cross-sectional psychometric study design was used. Data were collected for 125 individuals aged 3 years or older who attended a United States Centers of Excellence clinic or registered with the International CDKL5 Disorder Database.

Results: The median age was 10.3 years (range 3.2-40.7 years) and 105 (84%) …

A Transgenic Mouse Model Of Down Syndrome Acute Lymphoblastic Leukemia Identifies Targetable Vulnerabilities, Jacob J Junco, Max Rochette, Michelle Alozie, Raushan Rashid, Maci Terrell, Barry Zorman, Pavel Sumazin, Lauren Rowland, Gino Dettorre, Reid T Powell, Clifford C Stephan, Peter J Davies, Margarita Martinez-Moczygemba, Jun J Yang, Karen R Rabin

Faculty, Staff and Students Publications

No abstract provided.

Cellulose–Starch Composite Aerogels As Thermal Superinsulating Materials, Safoura Ahmadzadeh, Angelina Sagardui, David Huitink, Jingyi Chen, Ali Ubeyitogullari

Chemistry & Biochemistry Faculty Publications and Presentations

The demand for sustainable packaging materials is rapidly increasing due to growing environmental concerns over the impact of plastic waste. In this study, biodegradable, porous, lightweight, and high-surface-area microcrystalline cellulose–starch (MCC-S) hybrid aerogels were synthesized via supercritical carbon dioxide (SC–CO₂) drying. The samples were generated using five different MCC-S weight ratios and characterized for their morphology, crystallinity, and structural and thermal properties. When MCC and S were used together, aerogels with superior properties were obtained compared to those made from each component individually. Specifically, the 1:2 MCC-S aerogel exhibited the highest porosity (97%), the lowest density (0.058 g/cm …

White Hall Green Roof Proposal, Hope Dwyer

Biological and Agricultural Engineering Undergraduate Honors Theses

This project will propose designs for a GR system while determining the potential cost, the feasibility of the system implementation, as well as potential psychological and educational benefits of a GR system. These factors will be examined and evaluated with regard to two different proposed GR designs: extensive and intensive.

Compact Solar-Powered Plasma Water Generator: Enhanced Germination Of Aged Seed With The Corona Dielectric Barrier Discharger, Yiting Xiao, Yang Tian, Haizheng Xiong, Ainong Shi, Jun Zhu

Biological and Agricultural Engineering Faculty Publications and Presentations

Seed aging adversely affects agricultural productivity by reducing germination rates and seedling vigor, leading to significant costs for seed banks and companies due to the need for frequent seed renewals. This study demonstrated the use of plasma-activated water (PAW), generated by a solar-powered corona dielectric barrier discharger, to enhance germination rates of spinach seeds that had been stored at 4 °C for 23 years. Treating seeds with PAW at 17 kV for 15 min improved germination (by 135%) and seedling growth compared to untreated seeds. Through detailed analysis, beneficial PAW properties for seed development were identified, and a molecular mechanism …

Crosstalk Between Cytokines And Igg N-Glycosylation: Bidirectional Effects And Relevance To Clinical Innovation For Inflammatory Diseases, Zhixian Chen, Xiaojia Xu, Manshu Song, Ling Lin

Research outputs 2022 to 2026

The crosstalk between cytokines and immunoglobulin G (IgG) N-glycosylation forms a bidirectional regulatory network that significantly impacts inflammation and immune function. This review examines how various cytokines, both pro- and anti-inflammatory, modulate IgG N-glycosylation, shaping antibody activity and influencing inflammatory responses. In addition, we explore how altered IgG N-glycosylation patterns affect cytokine production and immune signaling, either promoting or reducing inflammation. Through a comprehensive analysis of current studies, this review underscores the dynamic relationship between cytokines and IgG N-glycosylation. These insights enhance our understanding of the mechanisms underlying inflammatory diseases and contribute to improved strategies for disease prevention, diagnosis, monitoring, …

Cxcr3-Cxcl11 Signaling Restricts Angiogenesis And Promotes Pericyte Recruitment, Jihui Lee, Megan E. Goeckel, Allison Levitas, Sarah Colijn, Jimann Shin, Anna Hindes, Geonyoung Mun, Zarek Burton, Bharadwaj Chintalapati, Ying Yin, Javier Abello, Lilianna Solnica-Krezel, Amber N. Stratman

2020-Current year OA Pubs

BACKGROUND: Endothelial cell (EC)-pericyte interactions are known to remodel in response to hemodynamic forces; yet there is a lack of mechanistic understanding of the signaling pathways that underlie these events. Here, we have identified a novel signaling network regulated by blood flow in ECs-the chemokine receptor CXCR3 (CXC motif chemokine receptor 3) and one of its ligands, CXCL11 (CXC motif chemokine ligand 11)-that delimits EC angiogenic potential and promotes pericyte recruitment to ECs during development.

METHODS: We investigated the role of CXCR3 on vascular development using both 2- and 3-dimensional in vitro assays, to study EC-pericyte interactions and EC behavioral …

Corrosion Behavior Of Laser Powder Bed Fusion Additive Manufacturing Produced Tini Alloy By Micro-Arc Oxidation, Xin Zhao, Yicheng Liu, Chenfan Jia, Hao Chang, Wei Zhang, Yun Bai, Shujun Li, Lai-Chang Zhang, Wei Yuan

Research outputs 2022 to 2026

To improve the corrosion resistance of TiNi alloy fabricated by laser powder bed fusion (LPBF), a porous oxidation layer was synthesized by micro-arc oxidation in a sodium aluminate and sodium silicate electrolyte. The influences of the applied voltage and the processing time on the morphology of oxidation layer were investigated, and the corrosion behavior of the oxidation layer in artificial saliva was evaluated and compared with that of the as-fabricated LPBF alloy. The results indicate that, as increasing the applied voltage and the processing time, the oxidation layer becomes uniform and integrated. The optimum parameters are with an applied voltage …

Environmental Dna Identifies Coastal Plant Community Shift 1,000 Years Ago In Torrens Island, South Australia, Nicole R. Foster, Alice R. Jones, Oscar Serrano, Anna Lafratta, Paul S. Lavery, Kor-Jent Van Dijk, Ed Biffin, Bronwyn M. Gillanders, Jennifer Young, Pere Masque, Patricia S. Gadd, Geraldine E. Jacobsen, Atun Zawadzki, Andria Greene, Michelle Waycott

Research outputs 2022 to 2026

Anthropogenic activities are causing detrimental changes to coastal plants– namely seagrass, mangrove, and tidal marshes. Looking beyond recent times to past vegetation dynamics is critical to assess the response and resilience of an environment to change. Here, we develop a high-resolution multi-proxy approach, providing a new evidence base to decipher long-term change in coastal plant communities. Combining targeted environmental DNA analysis with chemical analysis of soils, we reconstructed 4,000 years of change at a temperate wetland on Torrens Island South Australia and identified an ecosystem shift that occurred ~ 1000 years ago. What was once a subtidal seagrass system shifted …

Measurement Of Cumulative High-Sensitivity C-Reactive Protein And Monocyte To High-Density Lipoprotein Ratio In The Risk Prediction Of Type 2 Diabetes: A Prospective Cohort Study, Dan Wu, Genyuan Chen, Yulong Lan, Shuohua Chen, Xiong Ding, Chiju Wei, Lois Balmer, Wei Wang, Shouling Wu, Wencan Xu

Research outputs 2022 to 2026

Background: Converging data have suggested that monocytic inflammation and C-reactive protein (CRP) are biologically intertwined processes and are involved in diabetogenesis. This study aimed to investigate the association between systemic inflammation assessed by joint cumulative high-sensitivity C-reactive protein (CumCRP) and monocyte to high-density lipoprotein ratio (CumMHR) and incident type 2 diabetes (T2D) and their predictive value for T2D in a general population.

Methods: A total of 40,813 nondiabetic participants from a prospective real-life cohort (Kailuan Study, China) were followed biennially from 2010/2011 until December 31, 2020. Multivariable Cox regression analyses were conducted to evaluate the adjusted hazard ratios (aHRs) of …

Hydraulic Boundary Conditions Determine Biofilm Growth Patterns And Permeability In Groundwater, Jason Tyler Mick

Boise State University Theses and Dissertations

Biofilms are naturally occurring consortia of bacteria that colonize porous media such as streambed sediments, soils, and aquifers. Biofilm growth leads to clogging (i.e., bioclogging), which reduces the porosity and permeability of the porous medium and directly influences how nutrients and contaminants are transported and transformed in groundwater. To improve our understanding of how bioclogging regulates nutrient and contaminant fluxes, we must better characterize how flow conditions influence the spatial and temporal progression of biofilm growth within natural porous media geometries, as well as understand how this progression alters fluid flow.

In this study, I conducted microfluidic experiments to test …

10 Practical Priorities To Prevent And Manage Serious Allergic Reactions: Ga2len Anacare And Efa Anaphylaxis Manifesto, Antonella Muraro, Debra De Silva, Marcia Podesta, Aikaterini Anagnostou, Victoria Cardona, Susanne Halken, Pete Smith, Luciana Kase Tanno, Paul Turner, Margitta Worm, Montserrat Alvaro-Lozano, Stefania Arasi, Anna Asarnoj, Simona Barni, Kirsten Beyer, Lucy A Bilaver, Andrew Bird, Roberta Bonaguro, Helen A Brough, R Sharon Chinthrajah, Emma E Cook, Céline Demoulin, Antoine Deschildre, Timothy E Dribin, Motohiro Ebisawa, Montserrat Fernandez-Rivas, Alessandro Fiocchi, David M Fleischer, Eleanor Garrow, Jennifer Gerdts, Mattia Giovannini, Kirsi M Järvinen, Mary Kelly, Edward F Knol, Gideon Lack, Francesca Lazzarotto, Thuy-My Le, Stephanie Leonard, Jay Lieberman, Michael Makris, Lianne Mandelbaum, Mary Jane Marchisotto, Gustavo Andres Marino, Francesca Mori, Caroline Nilsson, Anna Nowak-Wegrzyn, Mikaela Odemyr, H N G Oude Elberink, Kati Palosuo, Nandinee Patel, Jennifer Pier, Sung Poblete, Rima Rachid, Pablo Rodríguez Del Río, Maria Said, Hugh A Sampson, Angel Sánchez Sanz, Sabine Schnadt, Fallon Schultz, Alice Toniolo, Julia E M Upton, Carina Venter, Brian P Vickery, Berber Vlieg-Boerstra, Julie Wang, Graham Roberts, Torsten Zuberbier, Ga2len Anacare Centres And Efa

Faculty, Staff and Students Publications

This Anaphylaxis Manifesto calls on communities to prioritise 10 practical actions to improve the lives of people at risk of serious allergic reactions. The Global Allergy and Asthma European Network and the European Federation of Allergy and Airways Diseases Patients' Associations (EFA) compiled patient-centric priorities. We used qualitative consensus methods, research evidence and feedback from over 200 patient groups, stakeholder organisations and healthcare professionals. We encourage healthcare, education and food organisations to collaborate with people at risk of serious allergic reactions to tackle safety, anxiety and financial burdens for individuals and societies. Key priorities for prevention include awareness-raising campaigns for …

Machine Learning-Based Prediction Model For Icu Mortality After Continuous Renal Replacement Therapy Initiation In Children, Sameer Thadani, Tzu-Chun Wu, Danny T Y Wu, Aadil Kakajiwala, Danielle E Soranno, Gerard Cortina, Rachana Srivastava, Katja M Gist, Shina Menon, Worldwide Exploration Of Renal Replacement Outcomes Collaborative In Kidney Diseases (We-Rock) Collaborators

Faculty, Staff and Students Publications

BACKGROUND: Continuous renal replacement therapy (CRRT) is the favored renal replacement therapy in critically ill patients. Predicting clinical outcomes for CRRT patients is difficult due to population heterogeneity, varying clinical practices, and limited sample sizes.

OBJECTIVE: We aimed to predict survival to ICUs and hospital discharge in children and young adults receiving CRRT using machine learning (ML) techniques.

DERIVATION COHORT: Patients less than 25 years of age receiving CRRT for acute kidney injury and/or volume overload from 2015 to 2021 (80%).

VALIDATION COHORT: Internal validation occurred in a testing group of patients from the dataset (20%).

PREDICTION MODEL: Retrospective international …

Lenvatinib Plus Ifosfamide And Etoposide In Children And Young Adults With Relapsed Osteosarcoma: A Phase 2 Randomized Clinical Trial, Nathalie Gaspar, Giun-Yi Hung, Sandra J Strauss, Quentin Campbell-Hewson, Filemon S Dela Cruz, Julia L Glade Bender, Kyung-Nam Koh, Sarah B Whittle, Godfrey Chi-Fung Chan, Nicolas U Gerber, Sauli Palmu, Daniel A Morgenstern, Alessandra Longhi, Fredrik Baecklund, Jun Ah Lee, Franco Locatelli, Catalina Márquez Vega, Katherine A Janeway, Geoffrey Mccowage, Martin G Mccabe, Behzad Bidadi, Jie Huang, Jodi Mckenzie, Chinyere E Okpara, Francisco Bautista, Olie Study Investigators

Faculty, Staff and Students Publications

IMPORTANCE: The combination of ifosfamide and etoposide (IE) is commonly used to treat relapsed or refractory osteosarcoma; however, second-line treatment recommendations vary across guidelines.

OBJECTIVE: To evaluate whether the addition of lenvatinib to IE (LEN-IE) improves outcomes in children and young adults with relapsed or refractory osteosarcoma.

DESIGN, SETTING, AND PARTICIPANTS: The OLIE phase II, open-label, randomized clinical trial was conducted globally across Europe, Asia and the Pacific, and North America. From March 22, 2020, through November 11, 2021, the trial enrolled patients aged 2 to 25 years with high-grade osteosarcoma, measurable or evaluable disease per Response Evaluation Criteria in …

Development And Evaluation Of A Training Curriculum To Engage Researchers On Accessing And Analyzing The All Of Us Data, Julie R Coleman, Jasmine N Baker, Shamika Ketkar, Ashley M Butler, Laterrica Williams, Latanya Hammonds-Odie, Elizabeth G Atkinson, Debra D Murray, Brendan Lee, Kim C Worley

Faculty, Staff and Students Publications

OBJECTIVE: The All of Us Evenings with Genetics (EwG) Research Program at Baylor College of Medicine (BCM), funded to engage research scholars to work with the All of Us data, developed a training curriculum for the Researcher Workbench, the platform to access and analyze All of Us data. All of Us EwG developed the curriculum so that it could teach scholars regardless of their skills and background in programming languages and cloud computing. All of Us EwG delivered this curriculum at the first annual All of Us EwG Faculty Summit in May 2022. The curriculum was evaluated both during and …

Analysis Of Learning Mechanisms In Spiking Neural Networks With R(T) Elements And Memristive Synapses, Farhana Afrin

Boise State University Theses and Dissertations

As Moore's law ends, the conventional von Neumann computer architecture with binary-coded data representation has reached its bottleneck because of having separate computing and memory modules. In this architecture, continuous power is required due to sequential processing, making it challenging to improve efficiency further. The human brain can be regarded as the most energy-efficient computer architecture. In the brain, data is represented as small voltage pulses as spikes. That is why the neural units are called spiking neural networks (SNN). In SNNs, energy is required only when there is a spike, making it more energy efficient than the von-Neumann computer …

Multi-Scale Modeling Of Dna-Templated Aggregates For Excitonic Applications, German Barcenas Moncada

Boise State University Theses and Dissertations

Quantum entanglement occupies a central role in the application of quantum mechanics towards emerging technologies of quantum information systems. Meanwhile, quantum entanglement is believed to be observed at room temperature in photosynthetic complexes in plants and algae through the energy transfer of dye molecules. The goal of this project is to engineer dye properties and their arrangement when dyes and aggregates are covalently attached to DNA so that the emergent property of exciton delocalization is as coherent, predictable, detectable and controllable. The creation of such a platform would enable the continued study of near room-temperature quantum entanglement and the more …