Digital Commons Network^™

Structural Basis For Hyperpolarization-Dependent Opening Of Human Hcn1 Channel, Verena Burtscher, Jonathan Mount, Jian Huang, John Cowgill, Yongchang Chang, Kathleen Bickel, Jianhan Chen, Peng Yuan, Baron Chanda

2020-Current year OA Pubs

Hyperpolarization and cyclic nucleotide (HCN) activated ion channels are critical for the automaticity of action potentials in pacemaking and rhythmic electrical circuits in the human body. Unlike most voltage-gated ion channels, the HCN and related plant ion channels activate upon membrane hyperpolarization. Although functional studies have identified residues in the interface between the voltage-sensing and pore domain as crucial for inverted electromechanical coupling, the structural mechanisms for this unusual voltage-dependence remain unclear. Here, we present cryo-electron microscopy structures of human HCN1 corresponding to Closed, Open, and a putative Intermediate state. Our structures reveal that the downward motion of the gating …

Targeting Mcl1-Driven Anti-Apoptotic Pathways Overcomes Blast Progression After Hypomethylating Agent Failure In Chronic Myelomonocytic Leukemia, Guillermo Montalban-Bravo, Natthakan Thongon, Juan Jose Rodriguez-Sevilla, Feiyang Ma, Irene Ganan-Gomez, Hui Yang, Yi June Kim, Vera Adema, Bethany Wildeman, Tomoyuki Tanaka, Faezeh Darbaniyan, Gheath Al-Atrash, Karen Dwyer, Sanam Loghavi, Rashmi Kanagal-Shamanna, Xingzhi Song, Jianhua Zhang, Koichi Takahashi, Hagop Kantarjian, Guillermo Garcia-Manero, Simona Colla

Faculty, Staff and Student Publications

RAS pathway mutations, which are present in 30% of patients with chronic myelomonocytic leukemia (CMML) at diagnosis, confer a high risk of resistance to and progression after hypomethylating agent (HMA) therapy, the current standard of care for the disease. Here, using single-cell, multi-omics technologies, we seek to dissect the biological mechanisms underlying the initiation and progression of RAS pathway-mutated CMML. We identify that RAS pathway mutations induce transcriptional reprogramming of hematopoietic stem and progenitor cells (HSPCs) and downstream monocytic populations in response to cell-intrinsic and -extrinsic inflammatory signaling that also impair the functions of immune cells. HSPCs expand at disease …

Remodeling Of Anti-Tumor Immunity With Antibodies Targeting A P53 Mutant, Dafei Chai, Junhao Wang, Chunmei Fan, Jing-Ming Lim, Xu Wang, Praveen Neeli, Xinfang Yu, Ken H Young, Yong Li

Faculty, Staff and Students Publications

BACKGROUND: p53, the most frequently mutated gene in cancer, lacks effective targeted drugs.

METHODS: We developed monoclonal antibodies (mAbs) that target a p53 hotspot mutation E285K without cross-reactivity with wild-type p53. They were delivered using lipid nanoparticles (LNPs) that encapsulate DNA plasmids. Western blot, BLI, flow cytometry, single-cell sequencing (scRNA-seq), and other methods were employed to assess the function of mAbs in vitro and in vivo.

RESULTS: These LNP-pE285K-mAbs in the IgG1 format exhibited a robust anti-tumor effect, facilitating the infiltration of immune cells, including CD8+ T, B, and NK cells. scRNA-seq revealed that IgG1 reduces immune inhibitory signaling, increases …

Cancer-Associated Histone H3 N-Terminal Arginine Mutations Disrupt Prc2 Activity And Impair Differentiation, Benjamin A Nacev, Benjamin A Garcia, Et Al.

2020-Current year OA Pubs

Dysregulated epigenetic states are a hallmark of cancer and often arise from genetic alterations in epigenetic regulators. This includes missense mutations in histones, which, together with associated DNA, form nucleosome core particles. However, the oncogenic mechanisms of most histone mutations are unknown. Here, we demonstrate that cancer-associated histone mutations at arginines in the histone H3 N-terminal tail disrupt repressive chromatin domains, alter gene regulation, and dysregulate differentiation. We find that histone H3R2C and R26C mutants reduce transcriptionally repressive H3K27me3. While H3K27me3 depletion in cells expressing these mutants is exclusively observed on the minor fraction of histone tails harboring the mutations, …

Efficacy And Safety Of Esmethadone (Rel-1017) In Patients With Major Depressive Disorder And Inadequate Response To Standard Antidepressants: A Phase 3 Randomized Controlled Trial, Maurizio Fava, Stephen M Stahl, Luca Pani, Sara De Martin, Andrew J Cutler, Vladimir Maletic, Charles W Gorodetzky, Frank J Vocci, Frank L Sapienza, Thomas R Kosten, Cornelia Kröger, Paggard Champasa, Cedric O'Gorman, Clotilde Guidetti, Andrea Alimonti, Stefano Comai, Andrea Mattarei, Franco Folli, David Bushnell, Sergio Traversa, Charles E Inturrisi, Paolo L Manfredi, Marco Pappagallo

Faculty, Staff and Students Publications

No abstract provided.

Diverse Mentoring Connections Across Institutional Boundaries In The Biomedical Sciences: Innovative Graph Database Analysis, Toufeeq Ahmed Syed, Erika L Thompson, Zainab Latif, Jay Johnson, Damaris Javier, Katie Stinson, Gabrielle Saleh, Jamboor K Vishwanatha

Faculty, Staff and Student Publications

BACKGROUND: With an overarching goal of increasing diversity and inclusion in biomedical sciences, the National Research Mentoring Network (NRMN) developed a web-based national mentoring platform (MyNRMN) that seeks to connect mentors and mentees to support the persistence of underrepresented minorities in the biomedical sciences. As of May 15, 2024, the MyNRMN platform, which provides mentoring, networking, and professional development tools, has facilitated more than 12,100 unique mentoring connections between faculty, students, and researchers in the biomedical domain.

OBJECTIVE: This study aimed to examine the large-scale mentoring connections facilitated by our web-based platform between students (mentees) and faculty (mentors) across institutional …

Deepcg: A Cell Graph Model For Predicting Prognosis In Lung Adenocarcinoma, Baoyi Zhang, Chenyang Li, Jia Wu, Jianjun Zhang, Chao Cheng

Faculty, Staff and Student Publications

Lung cancer is the first leading cause of cancer-related death in the United States, with lung adenocarcinoma as the major subtype accounting for 40% of all cases. To improve patient survival, image-based prognostic models were developed due to the ready availability of pathological images at diagnosis. However, the application of these models is hampered by two main challenges: the lack of publicly available image datasets with high-quality survival information and the poor interpretability of conventional convolutional neural network models. Here, we integrated matched transcriptomic and H&E staining data from TCGA (The Cancer Genome Atlas) to develop an image-based prognostic model, …

Variance-Components Tests For Genetic Association With Multiple Interval-Censored Outcomes, Jaihee Choi, Zhichao Xu, Ryan Sun

Faculty, Staff and Student Publications

Massive genetic compendiums such as the UK Biobank have become an invaluable resource for identifying genetic variants that are associated with complex diseases. Due to the difficulties of massive data collection, a common practice of these compendiums is to collect interval-censored data. One challenge in analyzing such data is the lack of methodology available for genetic association studies with interval-censored data. Genetic effects are difficult to detect because of their rare and weak nature, and often the time-to-event outcomes are transformed to binary phenotypes for access to more powerful signal detection approaches. However transforming the data to binary outcomes can …

A Randomized, Double-Blind, Phase 3 Safety And Efficacy Study Of Ridinilazole Versus Vancomycin For Treatment Of Clostridioides Difficile Infection: Clinical Outcomes With Microbiome And Metabolome Correlates Of Response, Pablo C Okhuysen, Erik R Dubberke, Et Al.

2020-Current year OA Pubs

BACKGROUND: Exposure to antibiotics predisposes to dysbiosis and Clostridioides difficile infection (CDI) that can be severe, recurrent (rCDI), and life-threatening. Nonselective drugs that treat CDI and perpetuate dysbiosis are associated with rCDI, in part due to loss of microbiome-derived secondary bile acid (SBA) production. Ridinilazole is a highly selective drug designed to treat CDI and prevent rCDI.

METHODS: In this phase 3 superiority trial, adults with CDI, confirmed with a stool toxin test, were randomized to receive 10 days of ridinilazole (200 mg twice daily) or vancomycin (125 mg 4 times daily). The primary endpoint was sustained clinical response (SCR), …

Through The Cat-Map Gateway: A Brief History Of Cataract Genetics, Alan Shiels

2020-Current year OA Pubs

Clouding of the transparent eye lens, or cataract(s), is a leading cause of visual impairment that requires surgical replacement with a synthetic intraocular lens to effectively restore clear vision. Most frequently, cataract is acquired with aging as a multifactorial or complex trait. Cataract may also be inherited as a classic Mendelian trait-often with an early or pediatric onset-with or without other ocular and/or systemic features. Since the early 1990s, over 85 genes and loci have been genetically associated with inherited and/or age-related forms of cataract. While many of these underlying genes-including those for lens crystallins, connexins, and transcription factors-recapitulate signature …

Update On Outbreak Of Fungal Meningitis Among Us Residents Who Received Epidural Anesthesia At Two Clinics In Matamoros, Mexico, Dallas J Smith, Jeremy A W Gold, Tom Chiller, Nirma D Bustamante, Maria Julia Marinissen, Gabriel Garcia Rodriquez, Vladimir Brian Gonzalez Cortes, Celida Duque Molina, Samantha Williams, Axel A Vazquez Deida, Katrina Byrd, Peter G Pappas, Thomas F Patterson, Nathan P Wiederhold, George R Thompson, Luis Ostrosky-Zeichner

Faculty, Staff and Student Publications

Background: Public health officials are responding to an outbreak of fungal meningitis among patients who received procedures under epidural anesthesia at 2 clinics (River Side Surgical Center and Clinica K-3) in Matamoros, Mexico, during 1 January to 13 May 2023. This report describes outbreak epidemiology and outlines interim diagnostic and treatment recommendations.

Methods: Interim recommendations for diagnosis and management were developed by the Mycoses Study Group Research Education and Consortium (MSGERC) based on the clinical experience of clinicians caring for patients during the current outbreak or during previous outbreaks of healthcare-associated fungal meningitis in Durango, Mexico, and the United States. …

Cardiac Magnetic Resonance In The Assessment Of The Anomalous Right Coronary Artery Originating From The Left Sinus Of Valsalva, Alberto Cipriani, Mauro Lo Rito, Silvia Pica, Monica De Gaspari, Ilaria Rigato, Martina Perazzolo Marra, Giorgio De Conti, Simone Corradin, Raffaella Motta, Valeria Pergola, Francesco Secchi, Massimo Lombardi, Barbara Bauce, Alessandro Zorzi, Gaetano Thiene, Cristina Basso, Silvana Molossi, Massimo Antonio Padalino, Domenico Corrado

Faculty, Staff and Students Publications

No abstract provided.

Comorbid Neurotrauma Increases Neurodegenerative-Relevant Cognitive, Motor, And Autonomic Dysfunction In Patients With Rapid Eye Movement Sleep Behavior Disorder: A Substudy Of The North American Prodromal Synucleinopathy Consortium, Jonathan E Elliott, Jennifer Mcleland, Yo-El S Ju, Et Al.

2020-Current year OA Pubs

STUDY OBJECTIVES: Rapid eye movement sleep behavior disorder (RBD) is strongly associated with phenoconversion to an overt synucleinopathy, e.g. Parkinson's disease (PD), Lewy body dementia, and related disorders. Comorbid traumatic brain injury (TBI) and posttraumatic stress disorder (PTSD)-henceforth "neurotrauma" (NT)-increase the odds of RBD by ~2.5-fold and are associated with an increased rate of service-connected PD in Veterans. Thus, RBD and NT are both independently associated with PD; however, it is unclear how NT influences neurological function in patients with RBD.

METHODS: Participants ≥18 years with overnight polysomnogram-confirmed RBD were enrolled between 8/2018 to 4/2021 through the North American Prodromal …

Differences In Neural Activation Between Actual Tool Use And Pantomime: Evidence For Two Different Streams?, Simon Thibault, Raphaël Py

Moss-Magee Rehabilitation Papers

No abstract provided.

A Systematic Review And Meta-Analysis, Investigating Dose And Time Of Fluvoxamine Treatment Efficacy For Covid-19 Clinical Deterioration, Death, And Long-Covid Complications, Mani Iyer Prasanth, Dhammika Leshan Wannigama, Angela Michelle Reiersen, Premrutai Thitilertdecha, Anchalee Prasansuklab, Tewin Tencomnao, Sirikalaya Brimson, James Michael Brimson

2020-Current year OA Pubs

There have been 774,075,242 cases of COVID-19 and 7,012,986 deaths worldwide as of January 2024. In the early stages of the pandemic, there was an urgent need to reduce the severity of the disease and prevent the need for hospitalization to avoid stress on healthcare systems worldwide. The repurposing of drugs to prevent clinical deterioration of COVID-19 patients was trialed in many studies using many different drugs. Fluvoxamine (an SSRI and sigma-1 receptor agonist) was initially identified to potentially provide beneficial effects in COVID-19-infected patients, preventing clinical deterioration and the need for hospitalization. Fourteen clinical studies have been carried out …

Mycoplasmoides Genitalium Nucleic Acid Semi-Quantitation And Molecular Macrolide Resistance Detection Via Automated Assays: Gender And Specimen Source Considerations, Erik Munson, Josephine Moore, Trinity Krueger, Amanda Zapp, Stephen C Lavey, Kimber L Munson, Irene A Stafford, Brian Mustanski

Faculty, Staff and Student Publications

A laboratory-developed test (LDT) using analyte-specific reagents has been optimized on a commercial platform to detect macrolide resistance-associated mutations (MRM) in 23S rRNA from Mycoplasmoides genitalium from primary clinical specimens. In this study, MRM-LDT was applied to a multi-specimen source study set. One thousand four hundred ninety-five primary specimens testing positive for M. genitalium by commercial transcription-mediated amplification (TMA) were initially titered by the TMA assay using serial 10-fold dilutions to semi-quantitate target nucleic acid burden. Primary specimens were then processed for MRM detection using the MRM-LDT. Findings were stratified by gender and specimen source. The mean log10 target nucleic …

Small Rna Signatures Of Acute Ischemic Stroke In L1cam Positive Extracellular Vesicles, Bharti Manwani, Nivetha Brathaban, Abiya Baqai, Yashee Munshi, Hilda W Ahnstedt, Mengqi Zhang, Kajsa Arkelius, Ted Llera, Edilberto Amorim, Fanny M Elahi, Neel S Singhal

Faculty, Staff and Student Publications

L1CAM-positive extracellular vesicles (L1EV) are an emerging biomarker that may better reflect ongoing neuronal damage than other blood-based biomarkers. The physiological roles and regulation of L1EVs and their small RNA cargoes following stroke is unknown. We sought to characterize L1EV small RNAs following stroke and assess L1EV RNA signatures for diagnosing stroke using weighted gene co-expression network analysis and random forest (RF) machine learning algorithms. Interestingly, small RNA sequencing of plasma L1EVs from patients with stroke and control patients (n = 28) identified micro(mi)RNAs known to be enriched in the brain. Weighted gene co-expression network analysis (WGCNA) revealed small RNA …

Meningioma Transcriptomic Landscape Demonstrates Novel Subtypes With Regional Associated Biology And Patient Outcome, H Nayanga Thirimanne, Damian Almiron-Bonnin, Nicholas Nuechterlein, Sonali Arora, Matt Jensen, Carolina A Parada, Chengxiang Qiu, Frank Szulzewsky, Collin W English, William C Chen, Philipp Sievers, Farshad Nassiri, Justin Z Wang, Tiemo J Klisch, Kenneth D Aldape, Akash J Patel, Patrick J Cimino, Gelareh Zadeh, Felix Sahm, David R Raleigh, Jay Shendure, Manuel Ferreira, Eric C Holland

Faculty, Staff and Students Publications

Meningiomas, although mostly benign, can be recurrent and fatal. World Health Organization (WHO) grading of the tumor does not always identify high-risk meningioma, and better characterizations of their aggressive biology are needed. To approach this problem, we combined 13 bulk RNA sequencing (RNA-seq) datasets to create a dimension-reduced reference landscape of 1,298 meningiomas. The clinical and genomic metadata effectively correlated with landscape regions, which led to the identification of meningioma subtypes with specific biological signatures. The time to recurrence also correlated with the map location. Further, we developed an algorithm that maps new patients onto this landscape, where the nearest …

An Essential Gene Signature Of Breast Cancer Metastasis Reveals Targetable Pathways, Yiqun Zhang, Fengju Chen, Marija Balic, Chad J Creighton

Faculty, Staff and Students Publications

BACKGROUND: The differential gene expression profile of metastatic versus primary breast tumors represents an avenue for discovering new or underappreciated pathways underscoring processes of metastasis. However, as tumor biopsy samples are a mixture of cancer and non-cancer cells, most differentially expressed genes in metastases would represent confounders involving sample biopsy site rather than cancer cell biology.

METHODS: By paired analysis, we defined a top set of differentially expressed genes in breast cancer metastasis versus primary tumors using an RNA-sequencing dataset of 152 patients from The Breast International Group Aiming to Understand the Molecular Aberrations dataset (BIG-AURORA). To filter the genes …

Inhibitory Roles Of Apolipoprotein E Christchurch Astrocytes In Curbing Tau Propagation Using Human Pluripotent Stem Cell-Derived Models, Rei Murakami, Hirotaka Watanabe, Hideko Hashimoto, Mayu Kashiwagi-Hakozaki, Tadafumi Hashimoto, Celeste M. Karch, Takeshi Iwatsubo, Hideyuki Okano, Dominantly Inherited Alzheimer Network (Dian)

2020-Current year OA Pubs

Genetic variants in the

Comparing Child Word Associations To Adult Associative Norms: Evidence For Child-Specific Associations With A Strong Priming Effect In 3-Year-Olds, Nadine Fitzpatrick, Caroline Floccia

School of Psychology

Investigating how infants first establish relationships between words is a necessary step towards understanding how an interconnected network of semantic relationships develops in the adult lexical-semantic system. Stimuli selection for these child studies is critical since words must be both familiar and highly imageable. However, there has been a reliance on adult word association norms to inform stimuli selection in English infant studies to date, as no resource currently exists for child-specific word associations. We present three experiments that explore the strength of word–word relationships in 3-year-olds. Experiment 1 collected children’s word associations (WA) (N = 150; female = 84, …

Role Of Ethanolamine Utilization And Bacterial Microcompartment Formation In Listeria Monocytogenes Intracellular Infection, Ayan Chatterjee, Karan Gautam Kaval, Danielle A Garsin

Faculty, Staff and Student Publications

Ethanolamine (EA) affects the colonization and pathogenicity of certain human bacterial pathogens in the gastrointestinal tract. However, EA can also affect the intracellular survival and replication of host cell invasive bacteria such as Listeria monocytogenes (LMO) and Salmonella enterica serovar Typhimurium (S. Typhimurium). The EA utilization (eut) genes can be categorized as regulatory, enzymatic, or structural, and previous work in LMO showed that loss of genes encoding functions for the enzymatic breakdown of EA inhibited LMO intracellular replication. In this work, we sought to further characterize the role of EA utilization during LMO infection of host …

Rigor And Reproducibility In Human Brain Organoid Research: Where We Are And Where We Need To Go, Soraya O Sandoval, Gerarda Cappuccio, Karina Kruth, Sivan Osenberg, Saleh M Khalil, Natasha M Méndez-Albelo, Krishnan Padmanabhan, Daifeng Wang, Mark J Niciu, Anita Bhattacharyya, Jason L Stein, André M M Sousa, Elisa A Waxman, Elizabeth D Buttermore, Dosh Whye, Carissa L Sirois, Cross-Iddrc Human Stem Cell Consortium, Aislinn Williams, Mirjana Maletic-Savatic, Xinyu Zhao

Faculty, Staff and Students Publications

Human brain organoid models have emerged as a promising tool for studying human brain development and function. These models preserve human genetics and recapitulate some aspects of human brain development, while facilitating manipulation in an in vitro setting. Despite their potential to transform biology and medicine, concerns persist about their fidelity. To fully harness their potential, it is imperative to establish reliable analytic methods, ensuring rigor and reproducibility. Here, we review current analytical platforms used to characterize human forebrain cortical organoids, highlight challenges, and propose recommendations for future studies to achieve greater precision and uniformity across laboratories.

Morbidity And Mortality Following Hiatal Hernia Repair In Geriatric Patients: A Multicenter Research Network Study, Sunjay S. Kumar, Martina Rama, Scott Koeneman, Sami Tannouri, Talar Tatarian, Francesco Palazzo

Department of Surgery Faculty Papers

BACKGROUND: Hiatal hernia is a common surgical pathology. Such hernias can be found incidentally and patients may opt for an initial nonoperative approach though many will pursue surgery after symptom progression. Data on the effects of age on the outcomes of hiatal hernia repair may help inform this decision-making process.

METHODS: The TriNetX database was queried for all adult patients undergoing hiatal hernia repair from 2000 to 2023. Patients were divided into elective and emergent cohorts on the basis of diagnosis codes indicating obstruction or gangrene. Patients aged 80-89 were compared against those aged 65-79 in unadjusted analysis. Logistic regression …

Self-Swabbing Versus Assisted Swabbing For Viral Detection By Qrt-Pcr: The Experience From Sars-Cov-2 Based On A Meta-Analysis Of Six Prospectively Designed Evaluations Conducted In A Uk Setting, Tom Fowler, David Chapman, Matthias E Futschik, Sarah A Tunkel, Edward Blandford, Elena Turek, Olumide Kolade, Sergio Souza Da Cunha, Andrew Dodgson, Paul Klapper, Malur Sudhanva, Lindsey Davies, Sue Hill, Susan Hopkins, Tim Peto

School of Biomedical Sciences

PURPOSE: In April 2020, the UK Government implemented NHS Test and Trace to provide SARS-CoV-2 quantitative reverse transcription polymerase chain reaction (qRT-PCR) testing for the public, with nose-and-throat swabbing for samples performed by trained staff. Self-swabbing (SS) would allow rapid scale-up of testing capacity and access. Six studies were undertaken to determine whether SS was as effective for detecting SARS-CoV-2 as swabbing performed by trained staff.

METHODS: Six prospective studies were conducted between April-October 2020, using six swab/media combinations. Differences between assisted swabbing (AS) and SS were evaluated for concordance, positivity, sensitivity, cycle threshold (Ct) values and void rates. Statistical …

Echocardiogram By Apical-Subcostal Protocol In Prone Position During Invasive Mechanical Ventilation In Cardiovascular Intensive Care Unit, César Del Castillo, Fernando Verdugo, Franco Appiani, Francisca Yáñez, Camila Bontá, Carlos Torres-Herrera, Angela Garcia, Zorba Blázquez-Bermejo, Javier Castrodeza, Daniel Requena, Andreina Rodríguez, Arquimedes Silvio, Agustín Gatica, Arnulfo Begazo, Mario Alfaro

Faculty, Staff and Students Publications

AIMS: To evaluate the feasibility of a transthoracic echocardiogram using an apical-subcostal protocol in invasive mechanical ventilation (IMV) and prone position.

METHODS: Prospective study of adults who required a prone position during IMV. A pillow was placed only under the left hemithorax in the prone position to elevate and ease the apical and subcostal windows. A critical care cardiologist (prone group) acquired and evaluated the images using the apical-subcostal protocol. Besides, we used ambulatory echocardiograms performed as a comparative group (supine group).

RESULTS: 86 patients were included, 43 in the prone and 43 in the supine. In the prone group, …

Folate As A Potential Treatment For Lethal Ventricular Arrhythmias In Tango2-Deficiency Disorder, Weiyi Xu, Yingqiong Cao, Sara B Stephens, Maria Jose Arredondo, Yifan Chen, William Perez, Liang Sun, Andy C Yu, Jean J Kim, Seema R Lalani, Na Li, Frank T Horrigan, Francisco Altamirano, Xander Ht Wehrens, Christina Y Miyake, Lilei Zhang

Faculty, Staff and Students Publications

TANGO2-deficiency disorder (TDD) is an autosomal-recessive genetic disease caused by biallelic loss-of-function variants in the TANGO2 gene. TDD-associated cardiac arrhythmias are recalcitrant to standard antiarrhythmic medications and constitute the leading cause of death. Disease modeling for TDD has been primarily carried out using human dermal fibroblast and, more recently, in Drosophila by multiple research groups. No human cardiomyocyte system has been reported, which greatly hinders the investigation and understanding of TDD-associated arrhythmias. Here, we established potentially novel patient-derived induced pluripotent stem cell differentiated cardiomyocyte (iPSC-CM) models that recapitulate key electrophysiological abnormalities in TDD. These electrophysiological abnormalities were rescued in iPSC-CMs …

Improved Liver Disease Prediction From Clinical Data Through An Evaluation Of Ensemble Learning Approaches, Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Zhongming Zhao

Faculty, Staff and Student Publications

PURPOSE: Liver disease causes two million deaths annually, accounting for 4% of all deaths globally. Prediction or early detection of the disease via machine learning algorithms on large clinical data have become promising and potentially powerful, but such methods often have some limitations due to the complexity of the data. In this regard, ensemble learning has shown promising results. There is an urgent need to evaluate different algorithms and then suggest a robust ensemble algorithm in liver disease prediction.

METHOD: Three ensemble approaches with nine algorithms are evaluated on a large dataset of liver patients comprising 30,691 samples with 11 …

Defining The Kras- And Erk-Dependent Transcriptome In Kras-Mutant Cancers, Jeffrey A Klomp, Jennifer E Klomp, Clint A Stalnecker, Kirsten L Bryant, A Cole Edwards, Kristina Drizyte-Miller, Priya S Hibshman, J Nathaniel Diehl, Ye S Lee, Alexis J Morales, Khalilah E Taylor, Sen Peng, Nhan L Tran, Laura E Herring, Alex W Prevatte, Natalie K Barker, Laura D Hover, Jill Hallin, Alexey Sorokin, Preeti Marie Kanikarla, Saikat Chowdhury, Oluwadara Coker, Hey Min Lee, Craig M Goodwin, Prson Gautam, Peter Olson, James G Christensen, John P Shen, Scott Kopetz, Lee M Graves, Kian-Huat Lim, Andrea Wang-Gillam, Krister Wennerberg, Adrienne D Cox, Channing J Der

Faculty, Staff and Student Publications

How the KRAS oncogene drives cancer growth remains poorly understood. Therefore, we established a systemwide portrait of KRAS- and ERK-dependent gene transcription in KRAS-mutant cancer to delineate the molecular mechanisms of growth and of inhibitor resistance. Unexpectedly, our KRAS-dependent gene signature diverges significantly from the frequently cited Hallmark KRAS signaling gene signature, is driven predominantly through the ERK mitogen-activated protein kinase (MAPK) cascade, and accurately reflects KRAS- and ERK-regulated gene transcription in KRAS-mutant cancer patients. Integration with our ERK-regulated phospho- and total proteome highlights ERK deregulation of the anaphase promoting complex/cyclosome and other components of the cell cycle machinery as …

Relationship Between Youth Cardiometabolic Health And Physical Activity In Medical Records., Bethany Forseth, Janelle R. Noel-Macdonnell Phd, Sarah Hampl, Jordan A. Carlson, Kelsee Halpin, Ann M. Davis, Tarin Phillips, Robin P. Shook

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Thers is limited research examining modifiable cardiometabolic risk factors with a single-item health behavior question obtained during a clinic visit. Such information could support clinicians in identifying patients at risk for adverse cardiometabolic health. We investigated if children meeting physical activity or screen time recommendations, collected during clinic visits, have better cardiometabolic health than children not meeting recommendations. We hypothesized that children meeting either recommendation would have fewer cardiometabolic risk factors.

METHODS AND FINDINGS: This cross-sectional study used data from electronic medical records (EMRs) between January 1, 2013 through December 30, 2017 from children (2-18 years) with a well …