Digital Commons Network^™

Samhd1 Compound Heterozygous Rare Variants Associated With Moyamoya And Mitral Valve Disease In The Absence Of Other Features Of Aicardi-Goutières Syndrome, Aamuktha R Karla, Amélie Pinard, Maura L Boerio, Dimitri Hemelsoet, Simon J Tavernier, Michel De Pauw, Elke Vereecke, Stuart Fraser, Michael J Bamshad, Dongchuan Guo, Bert Callewaert, Dianna M Milewicz

Faculty, Staff and Student Publications

Aicardi-Goutières syndrome (AGS) is an autosomal recessive inflammatory syndrome that manifests as an early-onset encephalopathy with both neurologic and extraneurologic clinical findings. AGS has been associated with pathogenic variants in nine genes: TREX1, RNASEH2B, RNASEH2C, RNASEH2A, SAMHD1, ADAR, IFIH1, LSM11, and RNU7-1. Diagnosis is established by clinical findings (encephalopathy and acquired microcephaly, intellectual and physical impairments, dystonia, hepatosplenomegaly, sterile pyrexia, and/or chilblains), characteristic abnormalities on cranial CT (calcification of the basal ganglia and white matter) and MRI (leukodystrophic changes), or the identification of pathogenic/likely pathogenic variants in the known genes. One of the genes associated with AGS, SAMHD1, has also …

Maintaining Program Fidelity In A Changing World: National Implementation Of A School-Based Hiv Prevention Program, Elizabeth Schieber, Lynette Deveaux, Lesley Cotrell, Xiaoming Li, Stephenie C Lemon, Arlene S Ash, Karen Macdonell, Samiran Ghosh, Maxwell Poitier, Glenda Rolle, Sylvie Naar, Bo Wang

Faculty, Staff and Student Publications

Large-scale, evidence-based interventions face challenges to program fidelity of implementation. We developed implementation strategies to support teachers implementing an evidence-based HIV prevention program in schools, Focus on Youth in The Caribbean (FOYC) and Caribbean Informed Parents and Children Together (CImPACT) in The Bahamas. We examined the effects of these implementation strategies on teachers' implementation in the subsequent year after the initial implementation during the COVID-19 pandemic. Data were collected from 79 Grade 6 teachers in 24 government elementary schools. Teachers completed training workshops and a pre-implementation questionnaire to record their characteristics and perceptions that might affect their program fidelity. School …

Premastectomy Radiotherapy And Immediate Breast Reconstruction: A Randomized Clinical Trial, Mark V Schaverien, Puneet Singh, Benjamin D Smith, Wei Qiao, Catherine L Akay, Elizabeth S Bloom, Mariana Chavez-Macgregor, Carrie K Chu, Mark W Clemens, Jessica S Colen, Richard A Ehlers, Rosa F Hwang, Melissa M Joyner, Rene D Largo, Alexander F Mericli, Melissa P Mitchell, John W Shuck, Nina Tamirisa, Debasish Tripathy, Mark T Villa, Wendy A Woodward, Rensi Zacharia, Henry M Kuerer, Karen E Hoffman

Faculty, Staff and Student Publications

Importance: Premastectomy radiotherapy (PreMRT) is a new treatment sequence to avoid the adverse effects of radiotherapy on the final breast reconstruction while achieving the benefits of immediate breast reconstruction (IMBR).

Objective: To evaluate outcomes among patients who received PreMRT and regional nodal irradiation (RNI) followed by mastectomy and IMBR.

Design, setting, and participants: This was a phase 2 single-center randomized clinical trial conducted between August 3, 2018, and August 2, 2022, evaluating the feasibility and safety of PreMRT and RNI (including internal mammary lymph nodes). Patients with cT0-T3, N0-N3b breast cancer and a recommendation for radiotherapy were eligible.

Intervention: This …

A Multitrait Genetic Study Of Hemostatic Factors And Hemorrhagic Transformation After Stroke Treatment, Cristina Gallego-Fabrega, Gerard Temprano-Sagrera, Jara Cárcel-Márquez, Elena Muiño, Natalia Cullell, Miquel Lledós, Laia Llucià-Carol, Jesús M Martin-Campos, Tomás Sobrino, José Castillo, Mònica Millán, Lucía Muñoz-Narbona, Elena López-Cancio, Marc Ribó, Jose Alvarez-Sabin, Jordi Jiménez-Conde, Jaume Roquer, Silvia Tur, Victor Obach, Juan F Arenillas, Tomas Segura, Gemma Serrano-Heras, Joan Marti-Fabregas, Marimar Freijo-Guerrero, Francisco Moniche, Maria Del Mar Castellanos, Alanna C Morrison, Nicholas L Smith, Paul S De Vries, Israel Fernández-Cadenas, Maria Sabater-Lleal

Faculty, Staff and Student Publications

BACKGROUND: Thrombolytic recombinant tissue plasminogen activator (r-tPA) treatment is the only pharmacologic intervention available in the ischemic stroke acute phase. This treatment is associated with an increased risk of intracerebral hemorrhages, known as hemorrhagic transformations (HTs), which worsen the patient's prognosis.

OBJECTIVES: to investigate the association between genetically determined natural hemostatic factors' levels and increased risk of HT after r-tPA treatment.

METHODS: Using data from genome-wide association studies on the risk of HT after r-tPA treatment and data on 7 hemostatic factors (factor [F]VII, FVIII, von Willebrand factor [VWF], FXI, fibrinogen, plasminogen activator inhibitor-1, and tissue plasminogen activator), we performed …

The Peer To Career Pipeline: An Observational Study Of Peer Worker Trainee Characteristics And Training Completion Likelihood, Sierra Castedo De Martell, J Michael Wilkerson, Jason Howell, H Shelton Brown, Nalini Ranjit, Lori Holleran Steiker, Sheryl A Mccurdy

Faculty, Staff and Student Publications

Introduction: Peer recovery support services (PRSS) for substance use disorder (SUD) are a flexible and evidence-based intervention employed across multiple settings and for a variety of populations. These services have expanded over the past two decades, but there is little research on recruitment and training of prospective peer workers - the peer to career pipeline. This study observed training outcomes for applicants to a peer worker scholarship program in Texas.

Methods: A total of 448 participants provided baseline personal history information, and a subset of participants (n = 239) completed optional psychosocial surveys. Logistic regression analysis tested associations of personal …

Adsorbents From Rice Husk And Shrimp Shell For Effective Removal Of Heavy Metals And Reactive Dyes In Water, Md Ibrahim H Mondal, Shovra Chandra Chakraborty, Md Saifur Rahman, Shaik Merkatur Hakim Marjuban, Firoz Ahmed, John L Zhou, Mohammad Boshir Ahmed, Masoumeh Zargar

Faculty, Staff and Student Publications

Widespread contamination by heavy metals (HMs) and dyes poses a major health risk to people and ecosystems requiring effective treatment. In this work, rice husk (RH) and shrimp shells were extracted to obtain amorphous silica and chitosan, respectively, which were utilized to produce nano-chitosan-coated silica (NCCS). To ensure the stability of the nanoparticles, silica was freeze-dried after being coated with nano-chitosan. Functional groups (-NH

Design, Protocol And Baseline Data Of Nurturing Healthy Teachers, A Cluster Non-Randomized Controlled Trial To Improve The Health, Well-Being, And Food Security Of Preschool And Elementary School Teachers In Houston, Texas, Shreela V Sharma, Mackenzie Senn, Angela Zieba, Miao Tang, Ru-Jye Chuang, Courtney Byrd-Williams, Mike Pomeroy, Azar Gaminian, Jill Cox, Katherine French, Nalini Ranjit

Faculty, Staff and Student Publications

BACKGROUND: We present the conceptual framework, design, and study measures of Nurturing Healthy Teachers, a quasi-experimental study to examine the short- and long-term effectiveness of the Nurturing Healthy Teachers (NHT) nutrition intervention on food insecurity, dietary behaviors, mental health and cardiometabolic health among preschool and elementary school teachers.

METHODS: A convenience sample of 28 elementary schools with pre-kindergarten and elementary classrooms were recruited in Houston, Texas. Nurturing Healthy Teacher intervention includes Brighter Bites, an evidence-based coordinated school health program that combines access to fresh produce and nutrition education, and Create Healthy Futures, a web-based nutrition education program that targets nutrition …

Serum Metabolomic Markers Of Protein-Rich Foods And Incident Ckd: Results From The Atherosclerosis Risk In Communities Study, Lauren Bernard, Jingsha Chen, Hyunju Kim, Kari E Wong, Lyn M Steffen, Bing Yu, Eric Boerwinkle, Andrew S Levey, Morgan E Grams, Eugene P Rhee, Casey M Rebholz

Faculty, Staff and Student Publications

RATIONALE & OBJECTIVE: While urine excretion of nitrogen estimates the total protein intake, biomarkers of specific dietary protein sources have been sparsely studied. Using untargeted metabolomics, this study aimed to identify serum metabolomic markers of 6 protein-rich foods and to examine whether dietary protein-related metabolites are associated with incident chronic kidney disease (CKD).

STUDY DESIGN: Prospective cohort study.

SETTING & PARTICIPANTS: A total of 3,726 participants from the Atherosclerosis Risk in Communities study without CKD at baseline.

EXPOSURES: Dietary intake of 6 protein-rich foods (fish, nuts, legumes, red and processed meat, eggs, and poultry), serum metabolites.

OUTCOMES: Incident CKD (estimated …

Final Report Of The Phase Ii Next/Cns-Gct-4 Trial: Gempox Followed By Marrow-Ablative Chemotherapy For Recurrent Intracranial Germ Cell Tumors, Margaret Shatara, Megan Blue, Joseph Stanek, Yin A Liu, Daniel M Prevedello, Pierre Giglio, Vinay K Puduvalli, Sharon L Gardner, Jeffrey C Allen, Kenneth K Wong, Marvin D Nelson, Floyd H Gilles, Roberta H Adams, Jasmine Pauly, Katrina O'Halloran, Ashley S Margol, Girish Dhall, Jonathan L Finlay

Faculty, Staff and Student Publications

Background: Patients with relapsed intracranial germinoma can achieve durable remission with standard chemotherapy regimens and/or reirradiation; however, innovative therapies are required for patients with relapsed and/or refractory intracranial nongerminomatous germ cell tumors (NGGCTs) due to their poor prognosis. Improved outcomes have been reported using reinduction chemotherapy to achieve minimal residual disease, followed by marrow-ablative chemotherapy (HDCx) with autologous hematopoietic progenitor cell rescue (AuHPCR). We conducted a phase II trial evaluating the response and toxicity of a 3-drug combination developed for recurrent intracranial germ cell tumors consisting of gemcitabine, paclitaxel, and oxaliplatin (GemPOx).

Methods: A total of 9 patients with confirmed …

The Tudor-Knot Domain Of Kat5 Regulates Nucleosomal Substrate Acetylation, Fan Xuan, Hongwen Xuan, Mengying Huang, Wei He, Han Xu, Xiaobing Shi, Hong Wen

Faculty, Staff and Student Publications

The lysine acetyltransferase KAT5 is a pivotal enzyme responsible for catalyzing histone H4 acetylation in cells. In addition to its indispensable HAT domain, KAT5 also encompasses a conserved Tudor-knot domain at its N-terminus. However, the function of this domain remains elusive, with conflicting findings regarding its role as a histone reader. In our study, we have employed a CRISPR tiling array approach and unveiled the Tudor-knot motif as an essential domain for cell survival. The Tudor-knot domain does not bind to histone tails and is not required for KAT5's chromatin occupancy. However, its absence leads to a global reduction in …

Minimally Invasive Anterior Cervical Foraminotomy For Unilateral Radiculopathy, Duncan J Trimble, Dallas L Sheinberg, Joseph A Cochran

Faculty, Staff and Student Publications

Anterior cervical foraminotomy (ACF) is an alternative surgical option for the treatment of refractory unilateral radiculopathy due to disc herniation or spondylosis. The efficacy and adverse event rate in experienced practitioners are comparable to those of anterior cervical discectomy and fusion, total disc arthroplasty, and posterior foraminotomy. However, this technique has not been widely adopted, likely because of the proximity of the working zone and the vertebral artery. The authors present a detailed operative video of a patient successfully treated with an ACF. They also present a review of the ACF literature.

The video can be found here: https://stream.cadmore.media/r10.3171/2024.1.FOCVID23196

Identifying Cancer Subtypes Based On Embryonic And Hematopoietic Stem Cell Signatures In Pan-Cancer, Jiali Lei, Jiangti Luo, Qian Liu, Xiaosheng Wang

Faculty, Staff and Student Publications

Purpose: Cancer cells with stem cell-like properties may contribute to cancer development and therapy resistance. The advancement of multi-omics technology has sparked interest in exploring cancer stemness from a multi-omics perspective. However, there is a limited number of studies that have attempted to subtype cancer by combining different types of stem cell signatures.

Methods: In this study, 10,323 cancer specimens from 33 TCGA cancer types were clustered based on the enrichment scores of six stemness gene sets, representing two types of stem cell backgrounds: embryonic stem cells (ESCs) and hematopoietic stem cells (HSCs).

Results: We identified four subtypes of pan-cancer, …

Druggable Site Near The Upper Vestibule Determines The High Affinity And P2x3 Homotrimer Selectivity Of Sivopixant/S-600918 And Its Analogue Ddtpa, Dong-Ping Wang, Meng Zhang, Ming Li, Xiao-Na Yang, Changzhu Li, Peng Cao, Michael X Zhu, Yun Tian, Ye Yu, Yun-Tao Lei

Faculty, Staff and Student Publications

Background and purpose: The P2X3 receptor, a trimeric ionotropic purinergic receptor, has emerged as a potential therapeutic target for refractory chronic cough (RCC). Nevertheless, gefapixant/AF-219, the only marketed P2X3 receptor antagonist, might lead taste disorders by modulating the human P2X2/3 (hP2X2/3) heterotrimer. Hence, in RCC drug development, compounds exhibiting strong affinity for the hP2X3 homotrimer and a weak affinity for the hP2X2/3 heterotrimer hold promise. An example of such a molecule is sivopixant/S-600918, a clinical Phase II RCC candidate with a reduced incidence of taste disturbance compared to gefapixant. Sivopixant and its analogue, (3-(4-([3-chloro-4-isopropoxyphenyl]amino)-3-(4-methylbenzyl)-2,6-dioxo-3,6-dihydro-1,3,5-triazin-1(2H)-yl)propanoic acid (DDTPA), exhibit both high affinity …

Impact Of Age-Related Change In Caval Flow Ratio On Hepatic Flow Distribution In The Fontan Circulation, Vijay Govindarajan, Lauren Marshall, Akshita Sahni, Maria A Cetatoiu, Emily E Eickhoff, Jocelyn Davee, Nicole St Clair, Noah E Schulz, David M Hoganson, Peter E Hammer, Sunil J Ghelani, Ashwin Prakash, Pedro J Del Nido, Rahul H Rathod

Faculty, Staff and Student Publications

Background: The Fontan operation is a palliative technique for patients born with single ventricle heart disease. The superior vena cava (SVC), inferior vena cava (IVC), and hepatic veins are connected to the pulmonary arteries in a total cavopulmonary connection by an extracardiac conduit or a lateral tunnel connection. A balanced hepatic flow distribution (HFD) to both lungs is essential to prevent pulmonary arteriovenous malformations and cyanosis. HFD is highly dependent on the local hemodynamics. The effect of age-related changes in caval inflows on HFD was evaluated using cardiac magnetic resonance data and patient-specific computational fluid dynamics modeling.

Methods: SVC and …

Moderate Aortic Stenosis Progression: When Do We Reassess?, Deepa Raghunathan, Anju Bhardwaj

Faculty, Staff and Student Publications

No abstract provided.

Flexible Bayesian Product Mixture Models For Vector Autoregressions, Suprateek Kundu, Joshua Lukemire

Faculty, Staff and Student Publications

Bayesian non-parametric methods based on Dirichlet process mixtures have seen tremendous success in various domains and are appealing in being able to borrow information by clustering samples that share identical parameters. However, such methods can face hurdles in heterogeneous settings where objects are expected to cluster only along a subset of axes or where clusters of samples share only a subset of identical parameters. We overcome such limitations by developing a novel class of product of Dirichlet process location-scale mixtures that enables independent clustering at multiple scales, which results in varying levels of information sharing across samples. First, we develop …

Diffuse Alveolar Haemorrhage Due To Atypical Hemolytic Uremic Syndrome (Ahus) Associated With Covid-19, Atif Siddiqui, Amanda Tchakarov

Faculty, Staff and Student Publications

Delayed presentation of atypical HUS after COVID‐19 with diffuse alveolar haemorrhage is uncommon and can be life threatening.

How Territoriality And Sociality Influence The Habitat Selection And Movements Of A Large Carnivore, K Whitney Hansen, Nathan Ranc, John Morgan, Neil R Jordan, J Weldon Mcnutt, Alan Wilson, Christopher C Wilmers

Faculty, Staff and Student Publications

While territoriality is one of the key mechanisms influencing carnivore space use, most studies quantify resource selection and movement in the absence of conspecific influence or territorial structure. Our analysis incorporated social information in a resource selection framework to investigate mechanisms of territoriality and intra‐specific competition on the habitat selection of a large, social carnivore. We fit integrated step selection functions to 3‐h GPS data from 12 collared African wild dog packs in the Okavango Delta and estimated selection coefficients using a conditional Poisson likelihood with random effects. Packs selected for their neighbors' 30‐day boundary (defined as their 95% kernel …

Fear Antiviral Response Pathway Is Independent Of Interferons And Countered By Poxvirus Proteins, Emily A Rex, Dahee Seo, Sruthi Chappidi, Chelsea Pinkham, Sabrynna Brito Oliveira, Aaron Embry, David Heisler, Yang Liu, Moiz Munir, Karolin Luger, Neal M Alto, Flávio Guimarães Da Fonseca, Robert Orchard, Dustin C Hancks, Don B Gammon

Faculty, Staff and Student Publications

The human facilitates chromatin transcription (FACT) complex is a chromatin remodeller composed of human suppressor of Ty 16 homologue (hSpt16) and structure-specific recognition protein-1 subunits that regulates cellular gene expression. Whether FACT regulates host responses to infection remained unclear. We identify a FACT-mediated, interferon-independent, antiviral pathway that restricts poxvirus replication. Cell culture and bioinformatics approaches suggest that early viral gene expression triggers nuclear accumulation of SUMOylated hSpt16 subunits required for the expression of E26 transformation-specific sequence-1 (ETS-1)-a transcription factor that activates virus restriction programs. However, biochemical studies show that poxvirus-encoded A51R proteins block ETS-1 expression by outcompeting structure-specific recognition protein-1 …

Reciprocal Relationships Between Stress And Depressive Symptoms: The Essential Role Of The Nucleus Accumbens, Yizhou Ma, Peter Kochunov, Mark D Kvarta, Tara Legates, Bhim M Adhikari, Joshua Chiappelli, Andrew Van Der Vaart, Eric L Goldwaser, Heather Bruce, Kathryn S Hatch, Si Gao, Shuo Chen, Ann Summerfelt, Thomas E Nichols, L Elliot Hong

Faculty, Staff and Student Publications

BACKGROUND: Stress and depression have a reciprocal relationship, but the neural underpinnings of this reciprocity are unclear. We investigated neuroimaging phenotypes that facilitate the reciprocity between stress and depressive symptoms.

METHODS: In total, 22 195 participants (52.0% females) from the population-based UK Biobank study completed two visits (initial visit: 2006-2010, age = 55.0 ± 7.5 [40-70] years; second visit: 2014-2019; age = 62.7 ± 7.5 [44-80] years). Structural equation modeling was used to examine the longitudinal relationship between self-report stressful life events (SLEs) and depressive symptoms. Cross-sectional data were used to examine the overlap between neuroimaging correlates of SLEs and …

Rfx Transcription Factor In The Human-Associated Yeast Candida Albicans Regulates Adhesion To Oral Epithelium, Diana L Rodríguez, Elena Lindemann-Perez, J Christian Perez

Faculty, Staff and Student Publications

Adhesion to mucosal surfaces is a critical step in many bacterial and fungal infections. Here, using a mouse model of oral infection by the human fungal pathobiont Candida albicans, we report the identification of a novel regulator of C. albicans adhesion to the oral mucosa. The regulator is a member of the regulatory factor X (RFX) family of transcription factors, which control cellular processes ranging from genome integrity in model yeasts to tissue differentiation in vertebrates. Mice infected with the C. albicans rfx1 deletion mutant displayed increased fungal burden in tongues compared to animals infected with the reference strain. High-resolution …

4r-Cembranoid Suppresses Glial Cells Inflammatory Phenotypes And Prevents Hippocampal Neuronal Loss In Lps-Treated Mice, Luis A Rojas-Colón, John B Redell, Pramod K Dash, Pedro E Vegas, Wanda Vélez-Torres

Faculty, Staff and Student Publications

Chronic neuroinflammation has been implicated in neurodegenerative disease pathogenesis. A key feature of neuroinflammation is neuronal loss and glial activation, including microglia and astrocytes. 4R-cembranoid (4R) is a natural compound that inhibits hippocampal pro-inflammatory cytokines and increases memory function in mice. We used the lipopolysaccharide (LPS) injection model to study the effect of 4R on neuronal density and microglia and astrocyte activation. C57BL/6J wild-type mice were injected with LPS (5 mg/kg) and 2 h later received either 4R (6 mg/kg) or vehicle. Mice were sacrificed after 72 h for analysis of brain pathology. Confocal images of brain sections immunostained for …

Identifying Age-Specific Risk Factors For Poor Outcomes After Trauma With Machine Learning, Heather R Kregel, Gabrielle E Hatton, John A Harvin, Thaddeus J Puzio, Charles E Wade, Lillian S Kao

Faculty, Staff and Student Publications

Introduction: Risk stratification for poor outcomes is not currently age-specific. Risk stratification of older patients based on observational cohorts primarily composed of young patients may result in suboptimal clinical care and inaccurate quality benchmarking. We assessed two hypotheses. First, we hypothesized that risk factors for poor outcomes after trauma are age-dependent and, second, that the relative importance of various risk factors are also age-dependent.

Methods: A cohort study of severely injured adult trauma patients admitted to the intensive care unit 2014-2018 was performed using trauma registry data. Random forest algorithms predicting poor outcomes (death or complication) were built and validated …

Cytokine Release By Microglia Exposed To Neurologic Injury Is Amplified By Lipopolysaccharide, Michael C Scott, Olivia Leblanc, Harper Day, Candice Haase, Scott D Olson, Charles S Cox

Faculty, Staff and Student Publications

Introduction: Traumatic brain injury (TBI) is a leading cause of death and morbidity in the trauma population. Microglia drive the secondary neuroinflammatory response after TBI. We sought to determine if the microglial response to neurologic injury was exacerbated by a second stimulus after exposure to neurologic injury.

Methods: Sprague-Dawley rats (age 2-3 wk) were divided into injured and noninjured groups. Injured rats underwent a controlled cortical impact injury; noninjured rats remained naïve to any injury and served as the control group. Primary rat microglia were isolated and applied to in vitro cultures. After incubation for 24 h, the microglia were …

Delta Radiomic Features Predict Resection Margin Status And Overall Survival In Neoadjuvant-Treated Pancreatic Cancer Patients, Kai Wang, John D Karalis, Ahmed Elamir, Alessandro Bifolco, Megan Wachsmann, Giovanni Capretti, Paola Spaggiari, Sebastian Enrico, Kishore Balasubramanian, Nafeesah Fatimah, Giada Pontecorvi, Martina Nebbia, Adam Yopp, Ravi Kaza, Ivan Pedrosa, Herbert Zeh, Patricio Polanco, Alessandro Zerbi, Jing Wang, Todd Aguilera, Matteo Ligorio

Faculty, Staff and Student Publications

Background: Neoadjuvant therapy (NAT) emerged as the standard of care for patients with pancreatic ductal adenocarcinoma (PDAC) who undergo surgery; however, surgery is morbid, and tools to predict resection margin status (RMS) and prognosis in the preoperative setting are needed. Radiomic models, specifically delta radiomic features (DRFs), may provide insight into treatment dynamics to improve preoperative predictions.

Methods: We retrospectively collected clinical, pathological, and surgical data (patients with resectable, borderline, locally advanced, and metastatic disease), and pre/post-NAT contrast-enhanced computed tomography (CT) scans from PDAC patients at the University of Texas Southwestern Medical Center (UTSW; discovery) and Humanitas Hospital (validation cohort). …

Artificial Intelligence-Powered Pharmacovigilance: A Review Of Machine And Deep Learning In Clinical Text-Based Adverse Drug Event Detection For Benchmark Datasets, Yiming Li, Wei Tao, Zehan Li, Zenan Sun, Fang Li, Susan Fenton, Hua Xu, Cui Tao

Faculty, Staff and Student Publications

Objective: The primary objective of this review is to investigate the effectiveness of machine learning and deep learning methodologies in the context of extracting adverse drug events (ADEs) from clinical benchmark datasets. We conduct an in-depth analysis, aiming to compare the merits and drawbacks of both machine learning and deep learning techniques, particularly within the framework of named-entity recognition (NER) and relation classification (RC) tasks related to ADE extraction. Additionally, our focus extends to the examination of specific features and their impact on the overall performance of these methodologies. In a broader perspective, our research extends to ADE extraction from …

Presentation Acuity And Surgical Outcomes For Patients With Health Insurance Living In Highly Deprived Neighborhoods, Susanne Schmidt, Michael A Jacobs, Jeongsoo Kim, Daniel E Hall, Karyn B Stitzenberg, Lillian S Kao, Bradley B Brimhall, Chen-Pin Wang, Laura S Manuel, Hoah-Der Su, Jonathan C Silverstein, Paula K Shireman

Faculty, Staff and Student Publications

Importance: Insurance coverage expansion has been proposed as a solution to improving health disparities, but insurance expansion alone may be insufficient to alleviate care access barriers.

Objective: To assess the association of Area Deprivation Index (ADI) with postsurgical textbook outcomes (TO) and presentation acuity for individuals with private insurance or Medicare.

Design, setting, and participants: This cohort study used data from the National Surgical Quality Improvement Program (2013-2019) merged with electronic health record data from 3 academic health care systems. Data were analyzed from June 2022 to August 2023.

Exposure: Living in a neighborhood with an ADI greater than 85. …

Ems Treatment Guidelines In Major Traumatic Brain Injury With Positive Pressure Ventilation, Joshua B Gaither, Daniel W Spaite, Bentley J Bobrow, Bruce Barnhart, Vatsal Chikani, Kurt R Denninghoff, Gail H Bradley, Amber D Rice, Jeffrey T Howard, Samuel M Keim, Chengcheng Hu

Faculty, Staff and Student Publications

Importance: The Excellence in Prehospital Injury Care (EPIC) study demonstrated improved survival in patients with severe traumatic brain injury (TBI) following implementation of the prehospital treatment guidelines. The impact of implementing these guidelines in the subgroup of patients who received positive pressure ventilation (PPV) is unknown.

Objective: To evaluate the association of implementation of prehospital TBI evidence-based guidelines with survival among patients with prehospital PPV.

Design, setting, and participants: The EPIC study was a multisystem, intention-to-treat study using a before/after controlled design. Evidence-based guidelines were implemented by emergency medical service agencies across Arizona. This subanalysis was planned a priori and …

Readiness Of Nociceptor Cell Bodies To Generate Spontaneous Activity Results From Background Activity Of Diverse Ion Channels And High Input Resistance, Jinbin Tian, Alexis G Bavencoffe, Michael X Zhu, Edgar T Walters

Faculty, Staff and Student Publications

Nociceptor cell bodies generate "spontaneous" discharge that can promote ongoing pain in persistent pain conditions. Little is known about the underlying mechanisms. Recordings from nociceptor cell bodies (somata) dissociated from rodent and human dorsal root ganglia have shown that previous pain in vivo is associated with low-frequency discharge controlled by irregular depolarizing spontaneous fluctuations of membrane potential (DSFs), likely produced by transient inward currents across the somal input resistance. Using mouse nociceptors, we show that DSFs are associated with high somal input resistance over a wide range of membrane potentials, including depolarized levels where DSFs approach action potential (AP) threshold. …

Recurrent Lymphoid And Myeloid Relapses Due To Treatment Cessations Reveal Natural History Of Ph-Positive B-All And Pose A Diagnostic Challenge, Shimin Hu, Elias J Jabbour, Collin Y Hu, Guilin Tang, Wei Wang, L Jeffrey Medeiros, Carlos Bueso-Ramos

Faculty, Staff and Student Publications

No abstract provided.