Digital Commons Network^™

Mechanisms Of Neurodevelopmental Toxicity Of Topiramate, John W Steele, Vaishnav Krishnan, Richard H Finnell

Faculty, Staff and Students Publications

Prescriptions for antiseizure medications (ASMs) have been rapidly growing over the last several decades due, in part, to an expanding list of clinical indications for which they are now prescribed. This trend has raised concern for potential adverse neurodevelopmental outcomes in ASM-exposed pregnancies. Recent large scale population studies have suggested that the use of topiramate (TOPAMAX, Janssen-Cilag), when prescribed for seizure control, migraines, and/or weight management, is associated with an increased risk for autism spectrum disorder (ASD), intellectual disability, and attention-deficit/hyperactivity disorder (ADHD) in exposed offspring. Here, we critically review epidemiologic evidence demonstrating the neurobehavioral teratogenicity of topiramate and speculate …

Promoting Resilience In Stress Management For Adolescents With Type 1 Diabetes: A Randomized Clinical Trial, Joyce P Yi-Frazier, Marisa E Hilliard, Maeve B O'Donnell, Chuan Zhou, Britney M Ellisor, Samantha Garcia Perez, Brenda Duran, Yuliana Rojas, Faisal S Malik, Daniel J Desalvo, Catherine Pihoker, Miranda C Bradford, Samantha Scott, Sridevi Devaraj, Abby R Rosenberg

Faculty, Staff and Students Publications

IMPORTANCE: Type 1 diabetes (T1D) requires demanding self-management health behaviors, and adolescents with T1D are at risk for poor psychosocial and medical outcomes. Developing resilience skills may help adolescents with T1D and elevated distress navigate common stressors and achieve positive outcomes.

OBJECTIVE: To test the efficacy of the Promoting Resilience in Stress Management (PRISM) intervention on levels of hemoglobin A1c (HbA1c), diabetes distress, self-management behaviors, resilience, and quality of life among adolescents.

DESIGN, SETTING, AND PARTICIPANTS: This phase 3, parallel, 1:1 randomized clinical trial that followed up 172 participants for 12 months was conducted from January 1, 2020, to November …

A Rare Variant In Mrc2 Associated With Familial Supraventricular Tachycardia And Wolff-Parkinson-White Syndrome, Adam S Potter, Christina Y Miyake, Claudia Gonzaga-Jauregui, Yuriana Aguilar-Sanchez, Mohit M Hulsurkar, Satadru K Lahiri, Lucia M Moreira, Neelam Mehta, Mahshid S Azamian, James R Lupski, Svetlana Reilly, Seema R Lalani, Xander H T Wehrens

Faculty, Staff and Students Publications

Background: Accessory pathways are a common cause of supraventricular tachycardia (SVT) and can lead to sudden cardiac death in otherwise healthy children and adults when associated with Wolff-Parkinson-White syndrome. The goal of this study was to identify genetic variants within a large family with structurally normal hearts affected by SVT and Wolff-Parkinson-White syndrome and determine causality of the gene deficit in a corresponding mouse model.

Methods: Whole exome sequencing performed on 2 distant members of a 3-generation family in which multiple members were affected by SVT or Wolff-Parkinson-White pattern (preexcitation) on ECG identified MRC2 as a candidate gene. Serial electrocardiograms, …

Predicting Wait Time For Pediatric Kidney Transplant: A Novel Index, Alexandra Alvarez, Ashley Montgomery, Nhu Thao Nguyen Galván, Eileen D Brewer, Abbas Rana

Faculty, Staff and Students Publications

BACKGROUND: Over one thousand pediatric kidney transplant candidates are added to the waitlist annually, yet the prospective time spent waiting is unknown for many. Our study fills this gap by identifying variables that impact waitlist time and by creating an index to predict the likelihood of a pediatric candidate receiving a transplant within 1 year of listing. This index could be used to guide patient management by giving clinicians a potential timeline for each candidate's listing based on a unique combination of risk factors.

METHODS: A retrospective analysis of 3757 pediatric kidney transplant candidates from the 2014 to 2020 OPTN/UNOS …

Measuring Perceived Utility Of Genomic Sequencing: Development And Validation Of The Genetic Utility (Gene-U) Scale For Pediatric Diagnostic Testing, Hadley Stevens Smith, Caryn Kseniya Rubanovich, Jill Oliver Robinson, Ariel N Levchenko, Sarah A Classen, Janet Malek, Barbara Biesecker, Kyle B Brothers, Benjamin S Wilfond, Christine Rini, Sara J Knight, Amy L Mcguire, Cinnamon S Bloss

Center for Medical Ethics and Health Policy Staff Publications

Purpose: Measuring the effects of genomic sequencing (GS) on patients and families is critical for translational research. We aimed to develop and validate an instrument to assess parents' perceived utility of pediatric diagnostic GS.

Methods: Informed by a 5-domain conceptual model, the study comprised 5 steps: (1) item writing, (2) cognitive testing, (3) pilot testing and item reduction, (4) psychometric testing, and (5) evaluation of construct validity. Parents of pediatric patients who had received results of clinically indicated GS participated in structured cognitive interviews and 2 rounds of surveys. After eliminating items based on theory and quantitative performance, we conducted …

Increasing Incidence Of Streptococcus Anginosus Group Intracranial Infections Associated With Sinusitis, Otitis Media, And Mastoiditis In Children, Elisabeth A Hoyer, Marritta Joseph, James Dunn, Howard L Weiner, Amy Dimachkieh, Anthony R Flores, Misu A Sanson, Hossaena Ayele, Blake M Hanson, Sheldon L Kaplan, Jesus G Vallejo, J Chase Mcneil

Faculty, Staff and Student Publications

BACKGROUND: The Streptococcus anginosus group (SAG) pathogens have the potential to cause head and neck space infections, including intracranial abscesses. Several centers noted an increase in intracranial abscesses in children during the SARS-CoV-2 pandemic, prompting a Centers for Disease Control and Prevention health alert in May 2022. We examined the epidemiology of pediatric intracranial abscesses at a tertiary care center with a focus on SAG pre- and post-pandemic.

METHODS: Cases of intracranial abscesses of any microbiologic etiology admitted from January 2011 to December 2022 were identified using International Classification of Diseases 10 codes. Subjects were cross-referenced with culture results from …

Frontiers In Congenital Disorders Of Glycosylation Consortium, A Cross-Sectional Study Report At Year 5 Of 280 Individuals In The Natural History Cohort, Christina Lam, Fernando Scaglia, Gerard T Berry, Austin Larson, Kyriakie Sarafoglou, Hans C Andersson, Evgenia Sklirou, Queenie K G Tan, Rodrigo T Starosta, Mustafa Sadek, Lynne Wolfe, Seishu Horikoshi, May Ali, Rita Barone, Teresa Campbell, Irene J Chang, Kiaira Coles, Edward Cook, Erik A Eklund, Nicole M Engelhardt, Mary Freeman, Jennifer Friedman, Debbie Y T Fu, Grace Botzo, Brandy Rawls, Christien Hernandez, Christin Johnsen, Kierstin Keller, Sara Kramer, Bryce Kuschel, Angela Leshinski, Ivan Martinez-Duncker, Gina L Mazza, Saadet Mercimek-Andrews, Bradley S Miller, Karthik Muthusamy, Juanita Neira, Marc C Patterson, Natalie Pogorelc, Lex N Powers, Elizabeth Ramey, Michaela Reinhart, Audrey Squire, Jenny Thies, Jerry Vockley, Hayden Vreugdenhil, Peter Witters, Mehdi Youbi, Aziza Zeighami, Roni Zemet, Andrew C Edmondson, Eva Morava

Faculty, Staff and Students Publications

Objective: Our report describes clinical, genetic, and biochemical features of participants with a molecularly confirmed congenital disorder of glycosylation (CDG) enrolled in the Frontiers in Congenital Disorders of Glycosylation (FCDGC) Natural History cohort at year 5 of the study.

Methods: We enrolled individuals with a known or suspected CDG into the FCDGC Natural History Study, a multicenter prospective and retrospective natural history study of all genetic causes of CDG. We conducted a cross-sectional analysis of baseline study visit data from participants with confirmed CDG who were consented into the FCDGC Natural History Study (5U54NS115198) from October 2019 to November 2023. …

Histone Serotonylation Regulates Ependymoma Tumorigenesis, Hsiao-Chi Chen, Peihao He, Malcolm Mcdonald, Michael R Williamson, Srinidhi Varadharajan, Brittney Lozzi, Junsung Woo, Dong-Joo Choi, Debosmita Sardar, Emmet Huang-Hobbs, Hua Sun, Siri M Ippagunta, Antrix Jain, Ganesh Rao, Thomas E Merchant, David W Ellison, Jeffrey L Noebels, Kelsey C Bertrand, Stephen C Mack, Benjamin Deneen

Faculty, Staff and Students Publications

Bidirectional communication between tumors and neurons has emerged as a key facet of the tumor microenvironment that drives malignancy1,2. Another hallmark feature of cancer is epigenomic dysregulation, where alterations in gene expression influences cell states and interactions with the tumor microenvironment3. Ependymoma (EPN) is a pediatric brain tumor that relies on epigenomic remodeling to engender malignancy4,5; how these epigenetic mechanisms intersect with extrinsic neuronal signaling during EPN tumor progression is unknown. Here we show that activity of serotonergic neurons regulates EPN tumorigenesis, while serotonin itself also serves as an activating …

Breast Cancer, Jane E Visvader, Jeffrey M Rosen, Samuel Aparicio

Faculty, Staff and Students Publications

Breast cancer kills hundreds of thousands of people every year. Rapid progress over the past two decades has increased our understanding of the genetic and environmental risk factors for disease. It has also shed light on drivers of tumor progression and the molecular landscape underpinning tumor heterogeneity, as well as the role of the microenvironment and the immune system. These strides forward should lead to more effective and tailored therapies for early- and late-stage patients.

Epigenetic Disease Markers In Primary Sclerosing Cholangitis And Primary Biliary Cholangitis-Methylomics Of Cholestatic Liver Disease, Brian D Juran, Bryan M Mccauley, Elizabeth J Atkinson, Erik M Schlicht, Jackie K Bianchi, Jason M Vollenweider, Hong Ye, Nicholas F Larusso, Gregory J Gores, Zhifu Sun, Konstantinos N Lazaridis

Faculty, Staff and Students Publications

Background: The epigenome, the set of modifications to DNA and associated molecules that control gene expression, cellular identity, and function, plays a major role in mediating cellular responses to outside factors. Thus, evaluation of the epigenetic state can provide insights into cellular adaptions occurring over the course of disease.

Methods: We performed epigenome-wide association studies of primary sclerosing cholangitis (PSC) and primary biliary cholangitis (PBC) using the Illumina MethylationEPIC Bead Chip.

Results: We found evidence of increased epigenetic age acceleration and differences in predicted immune cell composition in patients with PSC and PBC. Epigenetic profiles demonstrated differences in predicted protein …

Associations Of Mid-To-Late-Life Inflammation With Late-Life Mobility And The Influences Of Chronic Comorbidities, Race, And Social Determinants Of Health: The Atherosclerosis Risk In Communities Study, Kirby G Parker, B Gwen Windham, Chad Blackshear, Keenan A Walker, Sara B Parker, Ron C Hoogeveen, Christie M Ballantyne, Anna Kucharska-Newton, Priya Palta, Elizabeth Selvin, Maria Vassilaki, Thomas H Mosley, Michael E Griswold

Faculty, Staff and Students Publications

Background: Relationships of midlife inflammation with late-life mobility and influences of chronic health conditions, race, and social determinants of health (SDoH) on these relationships are poorly understood.

Methods: Among 4758 community-dwelling participants (41% men, 20% Black), high-sensitivity C-reactive protein (hsCRP) was measured over 20+ years: in midlife at study visit 2 (V2: 1990-1992, 47-68 years); at V4 (1996-1998, 53-74 years); and with concurrent late-life 4-m gait speed at V5 (2011-2013, 67-88 years, mean 75 years). SDoH measures included race, the national-rank area deprivation index, education, and income. We examined associations of late-life gait speed with midlife hsCRP (V2 continuous and …

Aging-Associated Metabolite Methylmalonic Acid Increases Susceptibility To Pulmonary Fibrosis, Kai Xu, Linke Ding, Wenwen Li, Yaxuan Wang, Shuaichen Ma, Hui Lian, Xiaoyue Pan, Ruyan Wan, Weiming Zhao, Juntang Yang, Ivan Rosas, Lan Wang, Guoying Yu

Faculty, Staff and Students Publications

Idiopathic pulmonary fibrosis (IPF) is a progressive interstitial lung disease characterized by pulmonary fibroblast overactivation, resulting in the accumulation of abnormal extracellular matrix and lung parenchymal damage. Although the pathogenesis of IPF remains unclear, aging was proposed as the most prominent nongenetic risk factor. Propionate metabolism undergoes reprogramming in the aging population, leading to the accumulation of the by-product methylmalonic acid (MMA). This study aimed to explore alterations in propionate metabolism in IPF and the impact of the by-product MMA on pulmonary fibrosis. It revealed alterations in the expression of enzymes involved in propionate metabolism within IPF lung tissues, characterized …

Amoxicillin And Penicillin G Dosing In Pediatric Community-Acquired Pneumococcal Pneumonia In The Era Of Conjugate Pneumococcal Vaccines, Dustin Huynh, Norint Tung, Quang Dam, Tri Tran, Kristina G Hulten, Christopher J Harrison, Sheldon L Kaplan, Allison Nguyen, Tyler H Do, Amartya Setty, Jennifer Le

Faculty, Staff and Students Publications

Background: Parenteral penicillin G (PENG) and oral amoxicillin (AMOX) are recommended as treatment for pediatric community-acquired pneumonia (CAP). With recent epidemiologic penicillin susceptibility data for Streptococcus pneumoniae, the most common etiology of CAP, the objective of this study was to evaluate optimal dosing regimens of PENG and AMOX based on population pharmacokinetics linked to current susceptibility data.

Methods: Using NONMEM v7.3, Monte Carlo simulations (N = 10,000) were conducted for AMOX 15 mg/kg/dose PO every 8 h (standard-dose), AMOX 45 mg/kg/dose PO every 12 h (high-dose), and PENG 62,500 units/kg/day IV every 6 h using six virtual subjects with ages …

Pediatric Mental Health Emergency Department Visits From 2017 To 2022: A Multicenter Study, Jennifer A Hoffmann, Camille P Carter, Cody S Olsen, David Ashby, Kamali L Bouvay, Susan J Duffy, James M Chamberlain, Sofia S Chaudhary, Nicolaus W Glomb, Jacqueline Grupp-Phelan, Maya Haasz, Erin P O'Donnell, Mohsen Saidinejad, Bashar S Shihabuddin, Leah Tzimenatos, Neil G Uspal, Joseph J Zorc, Lawrence J Cook, Elizabeth R Alpern

Faculty, Staff and Students Publications

Background: The COVID-19 pandemic adversely affected children's mental health (MH) and changed patterns of MH emergency department (ED) utilization. Our objective was to assess how pediatric MH ED visits during the COVID-19 pandemic differed from expected prepandemic trends.

Methods: We retrospectively studied MH ED visits by children 5 to < 18 years old at nine U.S. hospitals participating in the Pediatric Emergency Care Applied Research Network Registry from 2017 to 2022. We described visit length by time period: prepandemic (January 2017-February 2020), early pandemic (March 2020-December 2020), midpandemic (2021), and late pandemic (2022). We estimated expected visit rates from prepandemic data using multivariable Poisson regression models. We calculated rate ratios (RRs) of observed to expected visits per 30 days during each pandemic time period, overall and by sociodemographic and clinical characteristics.

Results: We identified 175,979 pediatric MH ED visits. Visit length exceeded 12 h for 7.3% prepandemic, 8.4% early pandemic, 15.0% midpandemic, and 19.2% late pandemic visits. During the early pandemic, observed visits per 30 days decreased relative to expected rates (RR 0.80, 95% confidence interval [CI] 0.78-0.84), were similar to expected …

Long-Term Prospective Outcomes Of Intensity Modulated Radiotherapy For Locally Advanced Lung Cancer: A Secondary Analysis Of A Randomized Clinical Trial, Stephen G Chun, Chen Hu, Ritsuko U Komaki, Robert D Timmerman, Steven E Schild, Jeffrey A Bogart, Michael C Dobelbower, Walter Bosch, Vivek S Kavadi, Samir Narayan, Puneeth Iyengar, Clifford Robinson, Jan Rothman, Adam Raben, Mark E Augspurger, Robert M Macrae, Rebecca Paulus, Jeffrey D Bradley

Faculty, Staff and Students Publications

Importance: The optimal radiotherapy technique for unresectable locally advanced non-small cell lung cancer (NSCLC) is controversial, so evaluating long-term prospective outcomes of intensity-modulated radiotherapy (IMRT) is important.

Objective: To compare long-term prospective outcomes of patients receiving IMRT and 3-dimensional conformal radiotherapy (3D-CRT) with concurrent carboplatin/paclitaxel for locally advanced NSCLC.

Design, setting, and participants: A secondary analysis of a prospective phase 3 randomized clinical trial NRG Oncology-RTOG 0617 assessed 483 patients receiving chemoradiotherapy (3D-CRT vs IMRT) for locally advanced NSCLC based on stratification.

Main outcomes and measures: Long-term outcomes were analyzed, including overall survival (OS), progression-free survival (PFS), time to local …

Parkinson’S Disease Variant Detection And Disclosure: Pd Generation, A North American Study, Lola Cook, Jennifer Verbrugge, Tae-Hwi Schwantes-An, Jeanine Schulze, Tatiana Foroud, Anne Hall, Karen S Marder, Ignacio F Mata, Niccolò E Mencacci, Martha A Nance, Michael A Schwarzschild, Tanya Simuni, Susan Bressman, Anne-Marie Wills, Hubert H Fernandez, Irene Litvan, Kelly E Lyons, Holly A Shill, Carlos Singer, Thomas F Tropea, Nora Vanegas Arroyave, Janfreisy Carbonell, Rossy Cruz Vicioso, Linn Katus, Joseph F Quinn, Priscila D Hodges, Yan Meng, Samuel P Strom, Cornelis Blauwendraat, Katja Lohmann, Cynthia Casaceli, Shilpa C Rao, Kamalini Ghosh Galvelis, Anna Naito, James C Beck, Roy N Alcalay

Faculty, Staff and Students Publications

Variants in seven genes (LRRK2, GBA1, PRKN, SNCA, PINK1, PARK7 and VPS35) have been formally adjudicated as causal contributors to Parkinson's disease; however, individuals with Parkinson's disease are often unaware of their genetic status since clinical testing is infrequently offered. As a result, genetic information is not incorporated into clinical care, and variant-targeted precision medicine trials struggle to enrol people with Parkinson's disease. Understanding the yield of genetic testing using an established gene panel in a large, geographically diverse North American population would help patients, clinicians, clinical researchers, laboratories and insurers better understand the importance of genetics in approaching Parkinson's …

Structure Of Adenylyl Cyclase 5 In Complex With Gβγ Offers Insights Into Adcy5-Related Dyskinesia, Yu-Chen Yen, Yong Li, Chun-Liang Chen, Thomas Klose, Val J Watts, Carmen W Dessauer, John J G Tesmer

Faculty, Staff and Student Publications

The nine different membrane-anchored adenylyl cyclase isoforms (AC1-9) in mammals are stimulated by the heterotrimeric G protein, Gαs, but their response to Gβγ regulation is isoform specific. In the present study, we report cryo-electron microscope structures of ligand-free AC5 in complex with Gβγ and a dimeric form of AC5 that could be involved in its regulation. Gβγ binds to a coiled-coil domain that links the AC transmembrane region to its catalytic core as well as to a region (C1b) that is known to be a hub for isoform-specific regulation. We confirmed the Gβγ interaction with both purified proteins and cell-based …

Patterns Of Social Needs Predict Quality-Of-Life And Healthcare Utilization Outcomes In Patients From A Large Hospital System, Chengbo Zeng, Manraj N Kaur, Sri Harshini Malapati, Jason B Liu, Allison S Bryant, Peter M Meyers, David W Bates, Nadine J Mccleary, Andrea L Pusic, Maria O Edelen

Faculty, Staff and Students Publications

Background: Unmet social needs (SNs) often coexist in distinct patterns within specific population subgroups, yet these patterns are understudied.

Objective: To identify patterns of social needs (PSNs) and characterize their associations with health-related quality-of-life (HRQoL) and healthcare utilization (HCU).

Design: Observational study using data on SNs screening, HRQoL (i.e., low mental and physical health), and 90-day HCU (i.e., emergency visits and hospital admission). Among patients with any SNs, latent class analysis was conducted to identify unique PSNs. For all patients and by race and age subgroups, compared with no SNs, we calculated the risks of poor HRQoL and time to …

Early Cold Stored Platelet Transfusion Following Severe Injury: A Randomized Clinical Trial, Jason L Sperry, Francis X Guyette, Bedda L Rosario-Rivera, Matthew E Kutcher, Lucy Z Kornblith, Bryan A Cotton, Chad T Wilson, Kenji Inaba, Eva V Zadorozny, Laura E Vincent, Ashley M Harner, Emily T Love, Joseph E Doherty, Joseph Cuschieri, Aaron E Kornblith, Erin E Fox, Yu Bai, Marcus K Hoffman, Catherine P Seger, Jay Hudgins, Sheila Mallett-Smith, Matthew D Neal, Christine M Leeper, Philip C Spinella, Mark H Yazer, Stephen R Wisniewski, Cold Stored Platelet For Hemorrhagic Shock (Crisp-Hs) Study Group

Faculty, Staff and Student Publications

OBJECTIVE: To determine the feasibility, efficacy, and safety of early cold stored platelet transfusion compared with standard care resuscitation in patients with hemorrhagic shock.

BACKGROUND: Data demonstrating the safety and efficacy of early cold stored platelet transfusion are lacking following severe injury.

METHODS: A phase 2, multicenter, randomized, open label, clinical trial was performed at 5 US trauma centers. Injured patients at risk of large volume blood transfusion and the need for hemorrhage control procedures were enrolled and randomized. The intervention was the early transfusion of a single apheresis cold stored platelet unit, stored for up to 14 days versus …

De Novo Variants In Immune Regulatory Genes In Down Syndrome Regression Disorder, Saba Jafarpour, Abhik K Banerjee, Mellad M Khoshnood, Benjamin N Vogel, Natalie K Boyd, Lina Nguyen, Rebecca Partridge, Stephanie L Santoro, Grace Y Gombolay, Kristen S Fisher, Diego Real De Asua, Maria Carmen Del Ortega, Cathy Franklin, Michael S Rafii, Jonathan D Santoro

Faculty, Staff and Students Publications

Background: Down Syndrome Regression Disorder (DSRD) is a rare and poorly understood disorder of the central nervous system, characterized by acute or subacute neuropsychiatric symptoms in previously healthy individuals with Down syndrome (DS). Many patients exhibit immunotherapy-responsiveness, indicative of immune dysregulation as a potential underlying etiology. While hypotheses are emerging regarding the role of interferon signaling in DSRD and other autoimmune conditions associated with DS, it is unclear why a small subset of individuals with DS develop DSRD. The aim of this study was to investigate genes of immune regulation in persons with DSRD.

Methods: This study included individuals with …

Early-Life Social Determinants Of Sca6 Age At Onset, Severity, And Progression, Tiffany X Chen, Hannah L Casey, Chi-Ying R Lin, Theresa A Boyle, Jeremy D Schmahmann, Gilbert J L'Italien, Sheng-Han Kuo, Christopher M Gomez

Faculty, Staff and Students Publications

SCA6 patients with the same size CAG repeat allele can vary significantly in age at onset (AAO) and clinical progression. The specific external factors affecting SCA6 have yet to be investigated. We assessed the effect of early life events on AAO, severity, and progression in SCA6 patients using a social determinant of health approach. We performed a survey of biological and social factors in SCA6 patients enrolled in the SCA6 Network at the University of Chicago. AAO of ataxia symptoms and patient-reported outcome measure (PROM) of ataxia were used as primary outcome measures. Least absolute shrinkage and selection operation (LASSO) …

Deep Survival Analysis For Interpretable Time-Varying Prediction Of Preeclampsia Risk, Braden W Eberhard, Kathryn J Gray, David W Bates, Vesela P Kovacheva

Faculty, Staff and Students Publications

Objective: Survival analysis is widely utilized in healthcare to predict the timing of disease onset. Traditional methods of survival analysis are usually based on Cox Proportional Hazards model and assume proportional risk for all subjects. However, this assumption is rarely true for most diseases, as the underlying factors have complex, non-linear, and time-varying relationships. This concern is especially relevant for pregnancy, where the risk for pregnancy-related complications, such as preeclampsia, varies across gestation. Recently, deep learning survival models have shown promise in addressing the limitations of classical models, as the novel models allow for non-proportional risk handling, capturing nonlinear relationships, …

Patient-Clinician Diagnostic Concordance Upon Hospital Admission, Alyssa Lam, Savanna Plombon, Alison Garber, Pamela Garabedian, Ronen Rozenblum, Jacqueline A Griffin, Jeffrey L Schnipper, Stuart R Lipsitz, David W Bates, Anuj K Dalal

Faculty, Staff and Students Publications

Objectives: This study aimed to pilot an application-based patient diagnostic questionnaire (PDQ) and assess the concordance of the admission diagnosis reported by the patient and entered by the clinician.

Methods: Eligible patients completed the PDQ assessing patients' understanding of and confidence in the diagnosis 24 hours into hospitalization either independently or with assistance. Demographic data, the hospital principal problem upon admission, and International Classification of Diseases 10th Revision (ICD-10) codes were retrieved from the electronic health record (EHR). Two physicians independently rated concordance between patient-reported diagnosis and clinician-entered principal problem as full, partial, or no. Discrepancies were resolved by consensus. …

Transformer-Based Deep Learning Prediction Of 10-Degree Humphrey Visual Field Tests From 24-Degree Data, Min Shi, Anagha Lokhande, Yu Tian, Yan Luo, Mohammad Eslami, Saber Kazeminasab, Tobias Elze, Lucy Shen, Louis Pasquale, Sarah Wellik, Carlos Gustavo De Moraes, Jonathan Myers, Nazlee Zebardast, David Friedman, Michael Boland, Mengyu Wang

Wills Eye Hospital Papers

PURPOSE: To predict 10-2 Humphrey visual fields (VFs) from 24-2 VFs and associated non-total deviation features using deep learning.

METHODS: We included 5189 reliable 24-2 and 10-2 VF pairs from 2236 patients, and 28,409 reliable pairs of macular OCT scans and 24-2 VF from 19,527 eyes of 11,560 patients. We developed a transformer-based deep learning model using 52 total deviation values and nine VF test features to predict 68 10-2 total deviation values. The mean absolute error, root mean square error, and the R2 were evaluation metrics. We further evaluated whether the predicted 10-2 VFs can improve the structure-function relationship …

Evaluation Of A Primary Care-Integrated Mobile Health Intervention To Monitor Between-Visit Asthma Symptoms, Jorge A Sulca Flores, Anuj K Dalal, Jessica Sousa, Dinah Foer, Jorge A Rodriguez, Savanna Plombon, David W Bates, Adriana Arcia, Robert S Rudin

Faculty, Staff and Students Publications

Objectives: This study aimed to evaluate implementation of a digital remote symptom monitoring intervention that delivered weekly symptom questionnaires and included the option to receive nurse callbacks via a mobile app for asthma patients in primary care.

Methods: Research questions were structured by the NASSS (Nonadoption, Abandonment, Scale-up Spread, and Sustainability) framework. Quantitative and qualitative methods assessed scalability of the electronic health record (EHR)-integrated app intervention implemented in a 12-month randomized controlled trial. Data sources included patient asthma control questionnaires; app usage logs; EHRs; and interviews and discussions with patients, primary care providers (PCPs), and nurses.

Results: We included app …

Asynchronous Online Training Increased Knowledge, Confidence, And Intent To Screen And Treat Substance Use Disorders Among Primary Care Clinicians Practicing In Texas, Roger Zoorob, Sung In Kim-Vences, Jacqueline M Hirth, Kylie Schaper, Larissa Grigoryan, Sandra Gonzalez, Alicia Kowalchuk

Faculty, Staff and Students Publications

Introduction: Despite increasing prevalence of substance use disorders (SUD), few patients are diagnosed and treated in primary care settings. This study evaluated changes in knowledge, confidence, and intention to implement screening and brief intervention (SBI) and SUD treatment after clinicians participated in an asynchronous online education course.

Methods: A self-selected sample of primary care clinicians in Texas participated in online SBI and SUD education March 2021-July 2023. Baseline and post-training surveys evaluated changes in knowledge, confidence, and intent to implement SBI and SUD treatment. Changes were compared using paired t-tests. Multivariable linear regression examined factors potentially associated with confidence and …

Developmental Delay Can Precede Neurologic Regression In Early Onset Metachromatic Leukodystrophy, Laura Ann Adang, Samuel Groeschel, Chloe Grzyb, Russell D'Aiello, Francesco Gavazzi, Omar Sherbini, Nowa Bronner, Akshilkumar Patel, Ariel Vincent, Anjana Sevagamoorthy, Sylvia Mutua, Kayla Muirhead, Johanna Schmidt, Amy Pizzino, Emily Yu, Danielle Jin, Florian Eichler, Jamie L Fraser, Lisa Emrick, Keith Van Haren, Jean-Martin Boulanger, Maura Ruzhnikov, Michel Sylvain, Cam-Tu Émilie Nguyen, Ana Potic, Stephanie Keller, Ali Fatemi, Eloise Uebergang, Michele Poe, Pouneh Amir Yazdani, John Bernat, Kristen Lindstrom, Joshua L Bonkowsky, Genevieve Bernard, Chloe A Stutterd, Paul Orchard, Ashish O Gupta, Merete Ljungberg, Sabine Groenborg, Alberto Zambon, Sara Locatelli, Francesca Fumagalli, Saskia Elguen, Christiane Kehrer, Ingeborg Krägeloh-Mann, Justine Shults, Adeline Vanderver, Maria L Escolar

Faculty, Staff and Students Publications

Objective: Metachromatic leukodystrophy (MLD) is a rare neurodegenerative disorder. Emerging therapies are most effective in the presymptomatic phase, and thus defining this window is critical. We hypothesize that early development delay may precede developmental plateau. With the advent of presymptomatic screening platforms and transformative therapies, it is essential to define the onset of neurologic disease.

Methods: The specific ages of gain and loss of developmental milestones were captured from the medical records of individuals affected by MLD. Milestone acquisition was characterized as: on target (obtained before the age limit of 90th percentile plus 2 standard deviations compared to a normative …

Individual Variation In The Distribution Of Apolipoprotein B Levels Across The Spectrum Of Ldl-C Or Non-Hdl-C Levels, Ahmed Sayed, Eric D Peterson, Salim S Virani, Allan D Sniderman, Ann Marie Navar

Faculty, Staff and Students Publications

Importance: Although apolipoprotein B (apoB) is a superior marker of lipid-related risk compared with low-density lipoprotein cholesterol (LDL-C), few data exist to translate the goals and thresholds from LDL-C to their apoB equivalent. In addition, although current American College of Cardiology/American Heart Association guidelines provide a relative indication for apoB measurement among individuals with hypertriglyceridemia, whether discordance is limited to those subgroups is unknown.

Objectives: To assess the variability in apoB level across the spectrum of LDL-C or non-high-density lipoprotein cholesterol (non-HDL-C) levels and evaluate whether discordance between apoB and LDL-C or non-HDL-C is limited to specifiable subgroups.

Design, setting, …

A Lexicon For First-Trimester Us: Society Of Radiologists In Ultrasound Consensus Conference Recommendations, Shuchi K Rodgers, Mindy M Horrow, Peter M Doubilet, Mary C Frates, Anne Kennedy, Rochelle Andreotti, Kristyn Brandi, Laura Detti, Sarah K Horvath, Aya Kamaya, Atsuko Koyama, Penelope Chun Lema, Katherine E Maturen, Tara Morgan, Sarah G Običan, Kristen Olinger, Roya Sohaey, Suneeta Senapati, Lori M Strachowski

Faculty, Staff and Students Publications

The Society of Radiologists in Ultrasound convened a multisociety panel to develop a first-trimester US lexicon based on scientific evidence, societal guidelines, and expert consensus that would be appropriate for imagers, clinicians, and patients. Through a modified Delphi process with consensus of at least 80%, agreement was reached for preferred terms, synonyms, and terms to avoid. An intrauterine pregnancy (IUP) is defined as a pregnancy implanted in a normal location within the uterus. In contrast, an ectopic pregnancy (EP) is any pregnancy implanted in an abnormal location, whether extrauterine or intrauterine, thus categorizing cesarean scar implantations as EPs. The term …

Increased Risk Of Cutaneous T-Cell Lymphoma Development After Dupilumab Use For Atopic Dermatitis, Jenna Mandel, Jaanvi Mehta, Ramsay Hafer, Mahaa Ayub, Faria Nusrat, Henry Yang, Pierluigi Porcu, Neda Nikbakht

Department of Dermatology and Cutaneous Biology Faculty Papers

There have been several reports of dupilumab use and the development of CTCL; however, the risk of CTCL development has not been adequately evaluated at the population level. The objective of this study is to determine whether dupilumab administration for AD is associated with an increased risk of developing CTCL and to identify at-risk populations within this group. This retrospective cohort study used TriNetX, a deidentified medical record database including over 107 million patients, to identify eligible patients. Treatment and control groups were evaluated for the development of CTCL. Patients of any age with a documented diagnosis of AD were …