Digital Commons Network^™

Comparing Machine Learning Techniques For Neonatal Mortality Prediction: Insights From A Modeling Competition, Brynne A Sullivan, Alvaro G Moreira, Ryan M Mcadams, Lindsey A Knake, Ameena Husain, Jiaxing Qiu, Avinash Mudireddy, Abrar Majeedi, Wissam Shalish, Douglas E Lake, Zachary A Vesoulis

2020-Current year OA Pubs

BACKGROUND: Predicting mortality risk in neonatal intensive care units (NICUs) is challenging due to complex, variable clinical and physiological data. Machine learning (ML) offers potential for more accurate risk stratification.

OBJECTIVE: To compare the performance of various ML models in predicting NICU mortality using a team-based modeling competition.

METHODS: We conducted a modeling competition with five neonatologist-led teams applying ML techniques-logistic regression, CatBoost, neural networks, random forest, and XGBoost-to a shared dataset from over 6,000 NICU admissions. The dataset included static demographic and clinical variables, alongside daily samples of heart rate and oxygen saturation. Each team developed models to predict …

Autism And Intellectual Disability Due To A Novel Gain-Of-Function Mutation In Ube3a, Anna M Gunelson, Kwang-Soo Kim, Connolly G Steigerwald, Devorah Segal, Nicolas J Abreu, Jason J Yi

2020-Current year OA Pubs

The loss of maternal UBE3A causes Angelman syndrome whereas its duplication is associated with a heterogeneous neurodevelopmental disorder. Here, we describe two affected brothers who possess a novel UBE3A

Impact Of Transcatheter Aortic Valve Replacement Use Ratio On Outcomes In Patients With Aortic Valve Disease, Theodore Marghitu, Sophia H Roberts, June He, Nicholas Kouchoukos, Puja Kachroo, Harold Roberts, Ralph Damiano, Alan Zajarias, Marc Sintek, John Lasala, Alexander A Brescia, Tsuyoshi Kaneko

2020-Current year OA Pubs

OBJECTIVE: Use of the Heart Team has been the standard of care for the treatment of aortic valve disease; however, its efficacy has not been evaluated. We sought to analyze its impact using the transcatheter aortic valve replacement (TAVR) use ratio (number of TAVR/total aortic valve replacement [AVR] volume) on TAVR, surgical aortic valve replacement (SAVR), and overall AVR outcomes.

METHODS: We analyzed all TAVRs and SAVRs sampled by the National Readmissions Database between 2016 and 2020. Hospitals were stratified into quartiles on the basis of their TAVR/AVR ratio. Centers with a ratio below the first quartile were considered "low …

Rest-Activity Rhythm Phenotypes In Adults With Epilepsy And Intellectual Disability, Nandani Adhyapak, Grace E Cardenas, Mark A Abboud, Vaishnav Krishnan

Faculty, Staff and Students Publications

Objective: Rest-activity rhythms (RARs) are perturbed in many forms of neuropsychiatric illness. In this study, we applied wrist actigraphy to describe RAR perturbations in intellectually disabled adults with epilepsy ("E + ID"), using a cross-sectional case-control design. We examined whether RAR phenotypes correlated with epilepsy severity, deficits in adaptive function, and/or comorbid psychopathology.

Methods: Caregivers of E + ID subjects provided informed consent during routine ambulatory clinic visits and were asked to complete standardized surveys of overall epilepsy severity (GASE, Global Assessment of Severity of Epilepsy), adaptive function (ABAS-3, Adaptive Behavior Assessment System-3) and psychopathology (ABCL, Adult Behavior Checklist). Caregivers …

Genetic Diversity And Expanded Phenotypes In Dystonia: Insights From Large-Scale Exome Sequencing, Mirja Thomsen, Fabian Ott, Sebastian Loens, Gamze Kilic-Berkmen, Ai Huey Tan, Shen-Yang Lim, Ebba Lohmann, Kaja M Schröder, Lea Ipsen, Lena A Nothacker, Linn Welzel, Alexandra S Rudnik, Frauke Hinrichs, Thorsten Odorfer, Kirsten E Zeuner, Friederike Schumann, Andrea A Kühn, Simone Zittel, Marius Moeller, Robert Pfister, Christoph Kamm, Anthony E Lang, Yi Wen Tay, Ana Luísa De Almeida Marcelino, Marie Vidailhet, Emmanuel Roze, Joel S Perlmutter, Jeanne S Feuerstein, Victor S C Fung, Florence Chang, Richard L Barbano, Steven Bellows, Aparna A Wagle Shukla, Alberto J Espay, Mark S Ledoux, Brian D Berman, Stephen Reich, Andres Deik, Andre Franke, Michael Wittig, Sören Franzenburg, Jens Volkmann, Norbert Brüggemann, H A Jinnah, Tobias Bäumer, Christine Klein, Hauke Busch, Katja Lohmann

Faculty, Staff and Students Publications

Objective: Dystonia is one of the most prevalent movement disorders, characterized by significant clinical and etiological heterogeneity. Despite considerable heritability (~25%), the etiology in most patients remains elusive. Moreover, understanding correlations between clinical manifestations and genetic variants has become increasingly complex.

Methods: Exome sequencing was conducted on 1924 genetically unsolved, mainly late-onset isolated dystonia patients, recruited primarily from two dystonia registries (DysTract and the Dystonia Coalition). Rare variants in genes previously linked to dystonia (n = 406) were examined, confirmed via Sanger sequencing, and analyzed for segregation when possible.

Results: We identified 137 distinct likely pathogenic/pathogenic variants (according to ACMG …

The Synaptic Architecture Of Layer 5 Thick Tufted Excitatory Neurons In Mouse Visual Cortex, Agnes L Bodor, Casey M Schneider-Mizell, Chi Zhang, Leila Elabbady, Alex Mallen, Andi Bergeson, Derrick Brittain, Joann Buchanan, Daniel J Bumbarger, Rachel Dalley, Clare Gamlin, Emily Joyce, Daniel Kapner, Sam Kinn, Gayathri Mahalingam, Sharmishtaa Seshamani, Shelby Suckow, Marc Takeno, Russel Torres, Wenjing Yin, J Alexander Bae, Manuel A Castro, Sven Dorkenwald, Akhilesh Halageri, Zhen Jia, Chris Jordan, Nico Kemnitz, Kisuk Lee, Kai Li, Ran Lu, Thomas Macrina, Eric Mitchell, Shanka Subhra Mondal, Shang Mu, Barak Nehoran, Sergiy Popovych, William Silversmith, Nicholas L Turner, Szi-Chieh Yu, William Wong, Jingpeng Wu, Brendan Celii, Luke Campagnola, Stephanie C Seeman, Tim Jarsky, Naixin Ren, Anton Arkhipov, Jacob Reimer, H Sebastian Seung, R Clay Reid, Forrest Collman, Nuno Maçarico Da Costa

Faculty, Staff and Students Publications

Despite significant progress in characterizing neocortical cell types, a complete understanding of the synaptic connections of individual excitatory cells remains elusive. This study investigates the connectivity of mouse visual cortex thick tufted layer 5 pyramidal cells, also known as extratelencephalic neurons (L5-ETns), using a 1 mm3 publicly available electron microscopy dataset. The analysis reveals that, in their immediate vicinity, L5-ETns primarily establish connections with a group of inhibitory cell types, which, in turn, specifically target the L5-ETns back. The most common excitatory targets of L5-ETns are layer 5 intertelencephalic neurons (L5-ITns) and layer 6 (L6) pyramidal cells, whereas synapses with …

Validation Of The Brugia Test Plus To Detect Igg4 Antibodies In Individuals From Belitung Timur, A Brugia Malayi Endemic Area In Indonesia, Taniawati Supali, Elisa Iskandar, Noviani Sugianto, Yenny Djuardi, Katherine Gass, Jean M. Saunders, Peter U. Fischer, Marco A. Biamonte

2020-Current year OA Pubs

The Brugia Test Plus (BT+) is a new rapid diagnostic test for Brugia species which detects human IgG4 antibodies specific for the immunogenic Brugia protein BmR1. The aim of this study was to evaluate the BT+ assay with several types of sample-matrices: whole blood, plasma, and dried blood spots (DBS) from individuals living in Belitung Timur, a Brugia malayi endemic area in Indonesia. Night blood was collected from residents living in four presumed endemic villages, while DBS were collected from schoolchildren living in those four villages. The sensitivity of BT+ was measured by comparing the BT+ results to microscopic examination …

Data-Driven Approach To Dynamic Resting State Functional Connectivity In Post-Traumatic Stress Disorder: An Enigma-Pgc Ptsd Study, Carissa W Tomas, Jacklynn M Fitzgerald, C Lexi Baird, Courtney C Haswell, Chadi G Abdallah, Michael Angstadt, Justin T Baker, Hannah Berg, Jennifer U Blackford, Josh Cisler, Andrew S Cotton, Judith K Daniels, Nicholas D Davenport, Richard J Davidson, Terri A Deroon-Cassini, Seth G Disner, Wissam El Hage, Negar Fani, Jessie L Frijling, Evan M Gordon, Daniel W Grupe, Xiaofu He, Ryan Herringa, David Hofmann, Ashley A Huggins, Ahmed Hussain, Jonathan Ipser, Neda Jahanshad, Tanja Jovanovic, Milissa L Kaufman, Yoojean Kim, Anthony King, Saskia B J Koch, Sheri Koopowitz, Amit Lazarov, Lauren A M Lebois, Isreal Liberzon, Shmuel Lissek, Antje Manthey, Geoffrey May, Katie A Mclaughlin, Laura Nawijn, Steven M Nelson, Yuval Neria, Jack B Nitschke, Bunmi O Olatunji, Miranda Olff, Matthew Peverill, Yann Quidé, Orren Ravid, Kerry Ressler, Marisa Ross, Lauren E Salminen, Kelly Sambrook, Chiahao Shih, Anika Sierk, Scott R Sponheim, Dan J Stein, Jennifer Stevens, Thomas Straube, Benjamin Suarez-Jimenez, Paul M Thompson, Nic J A Van Der Wee, Steven J A Van Der Werff, Sanne J H Van Rooij, Mirjam Van Zuiden, Dick J Veltman, Robert R J M Vermeiren, Henrik Walter, Xin Wang, Hong Xie, Xi Zhu, Sigal Zilcha-Mano, Christine L Larson, Rajendra Morey

Faculty, Staff and Students Publications

Using functional magnetic resonance imaging (fMRI), symptoms of posttraumatic stress disorder (PTSD) have been associated with aberrations in brain networks in the absence of a given cognitive demand or task, called resting-state networks. Prior work has focused on disruption in the static functional connectivity (FC) among specific regions constrained by a priori hypotheses. However, dynamic FC, an approach that examines brain network characteristics over time, may provide a more sensitive measure to understand the network properties underlying dysfunction in PTSD. Further, using a data-driven analytic approach may reveal the contribution of other larger network disturbances beyond those revealed by hypothesis-driven …

Measuring The Impact Of A Delay In Care On Pediatric Otolaryngologic Surgery Completion, Geethanjeli N Mahendran, Ching Siong Tey, Mary Frances Musso, Grace Shebha Anand, Jeffrey Larson, Mitesh Mehta, Lara Reichert, Kara Prickett, Nikhila Pinnapureddy Raol

Faculty, Staff and Students Publications

Objective: To determine if postponement of elective pediatric otorhinolaryngology surgeries results in a change in overall healthcare utilization and if there is any commensurate impact on disease progression.

Methods: We identified patients ≤18 years of age whose surgeries were postponed at the onset of the COVID-19 pandemic-related shutdown. We then tracked patients' rate of and patterns of rescheduling surgery. Surveys were also sent to caregivers to better characterize his/her decision regarding moving forward with his/her child's surgery during COVID-19.

Results: A total of 1915 pediatric patients had elective surgeries canceled, of which 992 (51.8%) were rescheduled within 4 months. No …

Implementation Outcomes Of A Patient Decision-Aid In A Diverse Population With Systemic Lupus Erythematosus In 15 Us Rheumatology Clinics, Jasvinder A Singh, Larry R Hearld, Seth Eisen, W Winn Chatham, Sonali Narain, Narender Annapureddy, Diane L Kamen, Kimberly Trotter, Vikas Majithia, Cathy Lee Ching, Zineb Aouhab, Swamy Venuturupalli, Daniel J Wallace, Rosalind Ramsey-Goldman, Alfred Kim, Maureen Mcmahon, S Sam Lim, Kalpana Bhairavarasu, Alexa Meara, Kenneth Kalunian, T Mark Beasley

Faculty, Staff and Students Publications

Objective: The objective of this study was to examine the clinical outcomes during the implementation of a self-administered patient decision-aid (PtDA) for lupus.

Methods: We provided an effective computerized lupus PtDA in 15 rheumatology outpatient clinics 2019-2024 (including the COVID pandemic). We undertook Organizational Readiness to Implement Change Surveys (ORICs) and Team Learning and Psychological Safety Surveys (TLPSSs) at baseline. The primary study outcome objective measure, percent penetration/reach, was defined as the number of patients who viewed the lupus PtDA at the end of the study, divided by the total number of eligible patients (times 100). We used validated clinical …

Domains Of Housing Instability And Intimate Partner Violence Risk Among U.S. Tenants, Anairany Zapata, Leila G Wood, Annalynn M Galvin, Wenyaw Chan, Timothy A Thomas, Jack Tsai, Heather K Way, Elizabeth J Mueller, Daphne C Hernandez

Faculty, Staff and Student Publications

While IPV is often studied as a predictor of housing insecurity, few U.S. studies explore how different forms of housing instability may contribute to intimate partner violence (IPV) risk. Using a mixed-methods approach and a cross-sectional design, this study examined the association between four housing instability domains and IPV among a sample of tenants that had either experienced eviction or were at high risk for eviction. Tenants in Harris and Travis counties (Texas, USA) completed an online survey (n = 1085; March–July 2024). Housing instability was assessed across four domains: homelessness, lease violations, utility hardship, and poor housing quality. …

Optimal Treatment Duration In Metastatic Renal Cell Carcinoma Patients Responding To Immune Checkpoint Inhibitors: Should We Treat Beyond Two Years?, Alexander Decruyenaere, Gennigens Christine, Rottey Sylvie, Laenen Annouschka, Emmanuel Seront, Els Everaert, Philip R Debruyne, Heidi Van Den Bulck, Julie Bastin, Verbiest Annelies, Christof Vulsteke, Peter Schatteman, Daisy Luyten, Sandrine Aspeslagh, Nieves Martinez-Chanza, Marlies De Bock, Thomas Meyskens, Jolanda Verheezen, Barbara Brouwers, Benoit Beuselinck

School of Nursing and Midwifery

BACKGROUND AND PURPOSE: Optimal treatment duration is unknown in metastatic renal cell carcinoma (mRCC) responding to immune checkpoint inhibitors (ICPIs). Prolonged treatment can lead to late toxicity, burden for day clinics and financial impact.

PATIENTS AND METHODS: This multicenter retrospective study included mRCC patients responding to ipilimumab/nivolumab in first-line or nivolumab in later lines, who were treated for at least 21 months and did not stop for toxicity. Progression-free survival (PFS), overall survival (OS), and cancer-specific survival (CSS) were modeled non- and semi-parametrically. The effect of elective ICPI discontinuation (i.e. treatment interruption at the clinician's discretion) between 21 and 25 …

Efficacy And Safety Of Dapagliflozin In Patients Hospitalized With Covid-19 With And Without Type 2 Diabetes: A Prespecified Analysis Of The Dare-19 Randomized Trial, Mohammad Abdel Jawad, Ali Javaheri, Et Al.

2020-Current year OA Pubs

BACKGROUND: Although several previous studies tested SGLT2 inhibitors in the setting of an acute, non-cardiovascular illness, detailed information on their efficacy and safety among participants with and without type 2 diabetes (T2D) from double-blind randomized trials is lacking. In this secondary prespecified analysis of the Dapagliflozin in Respiratory Failure in Patients with COVID-19 (DARE-19) trial, we sought to evaluate the safety and efficacy of initiating dapagliflozin during acute illness with COVID-19 in patients with and without T2D.

METHODS: The DARE-19 trial randomized 1250 patients hospitalized with COVID-19 and cardiometabolic risk factors to dapagliflozin or placebo. T2D was present in 636/1250 …

Effects Of Neoadjuvant Immunotherapy On Hearing In Patients With Head And Neck Squamous Cell Carcinoma, Bryce Hambach, Anhelina Bilokon, John Lee, L. Noelle Allemang, Jennifer Chisholm, Chris K. Zalewski, Julie Christensen, Carmen C. Brewer, James L. Gulley, Clint T. Allen, Lisa L. Cunningham, Katharine A. Fernandez

SKMC Student Presentations and Publications

Immune checkpoint blockade (ICB) is a commonly used treatment modality for cancer with a growing list of oncologic indications. Ototoxicity is a potential immune-related adverse event of ICB treatment, but the risk of hearing loss after ICB remains unknown. This retrospective chart review sought to identify individuals who received ICB and had available audiometric data before and after treatment in order to identify clinically meaningful changes in hearing. This single center, institutional chart review examined hearing function data in patients who underwent audiometry before and after ICB treatment. Measures included pure tone thresholds, distortion product otoacoustic emissions (DPOAEs), tympanometry, and …

Refinement Of Hyams Grading Criteria For Olfactory Neuroblastoma In An Endoscopic Sinus Surgery Predominant Cohort With Extended Follow-Up: Worth The Effort?, Stacey Gargano, Vincent Cracolici, Carl Snyderman, Eric Wang, Garret Choby, Aron Pollack, Paul Gardner, Diana Bell, Raja Seethala

Computational Medicine Center Faculty Papers

BACKGROUND: Hyams grading is considered prognostic in olfactory neuroblastoma (ONB), but grading criteria are subjective and predate modern classification and surgical approach. We evaluate the application of granular grading criteria to an endoscopic surgery predominant cohort with extended follow-up.

METHODS: 78 ONB patients were identified (1994-2019) with original diagnoses dating to 1979. Original Hyams grade, Modified Hyams grade incorporating more detailed criteria and other histologic features (i.e. divergent differentiation, clear cell/oncocytic change, and spindling) were assessed if feasible, evaluated for distribution by grade and correlated with outcomes.

RESULTS: Original Hyams grade (n = 43) distribution was: I: 4 (9%), II: …

Cd206+Il-4rα+ Macrophages Are Drivers Of Adverse Cardiac Remodeling In Ischemic Cardiomyopathy, Qiongxin Wang, Mohamed Ameen Ismahil, Yujie Zhu, Gregg Rokosh, Tariq Hamid, Guihua Zhou, Steven M. Pogwizd, Sumanth D. Prabhu

2020-Current year OA Pubs

BACKGROUND: The role of cardiac CD (cluster of differentiation) 206

METHODS: Adult C57BL/6 mice underwent nonreperfused myocardial infarction to induce HF. Macrophages in murine and human hearts were profiled using flow cytometry and immunostaining. In vivo myeloid-specific IL-4Rα deletion and intramyocardial macrophage adoptive transfer defined the functional effects of macrophages polarized by IL-4 (M[IL-4]). Antisense oligonucleotides were used for in vivo IL-4Rα gene silencing in mice.

RESULTS: CD206

CONCLUSIONS: Cardiac CD206

Epigenomic Diagnosis And Prognosis Of Acute Myeloid Leukemia., Francisco Marchi, Vivek M. Shastri, Richard J. Marrero, Nam H K Nguyen, Antonella Öttl, Ann-Kathrin Schade, Marieke Landwehr, Olga Krali, Jessica Nordlund, Matin Ghavami, Fernando Sckaff, Vikash K. Mansinghka, Xueyuan Cao, William Slayton, Petr Starostik, Christopher R. Cogle, Raul C. Ribeiro, Jeffrey E. Rubnitz, Jeffery Klco, Abdelrahman Elsayed, Alan S. Gamis, Timothy J. Triche, Rhonda Ries, E Anders Kolb, Richard Aplenc, Todd Alonzo, Stanley Pounds, Soheil Meshinchi, Jatinder K. Lamba

Manuscripts, Articles, Book Chapters and Other Papers

Despite the critical role of DNA methylation, clinical implementations harnessing its promise have not been described in acute myeloid leukemia. Utilizing DNA methylation from 3314 leukemia patient samples across 11 harmonized cohorts, we describe the Acute Leukemia Methylome Atlas, which includes robust models capable of accurately predicting AML subtypes. A genome-wide prognostic model as well as a targeted panel of 38 CpGs significantly predict five-year survival in our pediatric and adult test cohorts. To accelerate rapid clinical utility, we develop a specimen-to-result protocol that uses long-read nanopore sequencing and machine learning to characterize patients' whole genomes and epigenomes. Clinical validation …

A Data Assimilation Framework For Predicting The Spatiotemporal Response Of High-Grade Gliomas To Chemoradiation, Hugo J M Miniere, David A Hormuth, Ernesto A B F Lima, Maguy Farhat, Bikash Panthi, Holly Langshaw, Mihir D Shanker, Wasif Talpur, Sara Thrower, Jodi Goldman, Sophia Ty, Caroline Chung, Thomas E Yankeelov

Faculty, Staff and Student Publications

Background: High-grade gliomas are highly invasive and respond variably to chemoradiation. Accurate, patient-specific predictions of tumor response could enhance treatment planning. We present a novel computational platform that assimilates MRI data to continually predict spatiotemporal tumor changes during chemoradiotherapy.

Methods: Tumor growth and response to chemoradiation was described using a two-species reaction-diffusion model of enhancing and non-enhancing regions of the tumor. Two evaluation scenarios were used to test the predictive accuracy of this model. In scenario 1, the model was calibrated on a patient-specific basis (n = 21) to weekly MRI data during the course of chemoradiotherapy. A data assimilation …

Neighborhood Environment And Incident Diabetes, A Neighborhood Environment-Wide Association Study ('Ne-Was'): Results From The Hispanic Community Health Study/Study Of Latinos (Hchs/Sol)., Cara M. Smith, Elizabeth W. Spalt, Linda C. Gallo, Jordan A. Carlson, Matthew Allison, Daniela Sotres-Alvarez, Christina Cordero, Qibin Qi, Earle C. Chambers, Martha Daviglus, Amber Pirzada, Gregory A. Talavera, Robert Kaplan, Joel D. Kaufman, Stephen J. Mooney

Manuscripts, Articles, Book Chapters and Other Papers

The prevalence of type 2 diabetes is increasing among the Hispanic/Latino population. Type 2 diabetes incidence rates vary between neighborhoods, but no single aspect of the neighborhood environment is known to cause type 2 diabetes. Using data from the Hispanic Community Health Study/Study of Latinos cohort of 16,415 Hispanic/Latino adults in four major US cities, we conducted a neighborhood environment-wide association study to identify neighborhood measures or clusters of measures associated with diabetes incidence. Two-hundred and four neighborhood measures were calculated at the census tract level or within a 1-km buffer of participants' residential addresses. Independent covariate-adjusted and survey-weighted Poisson …

Non-Mutated Human Tau Stimulates Alzheimer’S Disease-Relevant Neurodegeneration In A Microglia-Dependent Manner, Ethan R Roy, Qiang Wang, Kexin Huang, Sanming Li, Yuanyuan Fan, Estrella Escobar, Constance L Atkins, Shuning Huang, Juan J Herrera, Wenbo Li, Clare Pridans, Xiaobo Zhou, Cynthia Ju, Wei Cao

Faculty, Staff and Student Publications

The accumulation of abnormal, non-mutated tau protein is a key pathological hallmark of Alzheimer's disease (AD). Despite its strong association with disease progression, the mechanisms by which tau drives neurodegeneration in the brain remain poorly understood. Here, we selectively expressed non-mutated or mutated human microtubule-associated protein tau (hMAPT) in neurons across the mouse brain and observed neurodegeneration in the hippocampus, especially associated with non-mutated human tau. Single-nuclei RNA sequencing confirmed a selective loss of hippocampal excitatory neurons by the wild-type tau and revealed the upregulation of neurodegeneration-related pathways in the affected populations. The accumulation of phosphorylated tau was accompanied by …

Sleep Drive, Not Total Sleep Amount, Increases Seizure Risk, Vishnu Anand Cuddapah, Cynthia T Hsu, Fernanda Valle Sirias, Yongjun Li, Hrishit M Shah, Christopher Saul, Samantha Killiany, Camilo Guevara, Joy Shon, Zhifeng Yue, Gabrielle L Gionet, Mary E Putt, Amita Sehgal

Duncan NRI Faculty and Staff Publications

Sleep loss has been associated with increased seizure risk since antiquity. Using automated video detection of spontaneous seizures in Drosophila epilepsy models, we show that seizures worsen only when sleep restriction raises homeostatic "sleep drive," not simply when total sleep amount falls. This is supported by the paradoxical finding that acute activation of sleep-promoting circuits worsens seizures, because it increases sleep drive without changing sleep amount. Sleep-promoting circuits become hyperactive after sleep loss and are associated with increased whole-brain activity. During sleep restriction, optogenetic inhibition of sleep-promoting circuits to reduce sleep drive protects against seizures. Downregulation of the 5HT1A serotonin …

Use Of A Shoulder-Mounted Wearable Sensor Prototype Designed To Detect Opioid-Related Overdose: A Qualitative User Experience Study, Alexis M. Roth, Ally K. D'Angelo, David Gordon, Benjamin Cocchiaro, Anush Lingamoorthy, Rose Laurano, Matthew Salzman, Jacob S. Brenner, Cameron Baston

SKMC Student Presentations and Publications

BACKGROUND: For over a decade, drug overdose has been the leading cause of injury and accidental death in the United States. Most fatal overdoses involve opioids and occur during solitary drug use events when no one is available to initiate lifesaving responses (eg, naloxone). While there is a growing interest in devices providing early overdose detection and automated responses, little research has engaged end users in a device design process.

OBJECTIVE: This study aimed to describe user experience, perceived harms and benefits, and the acceptability of a shoulder-mounted wearable sensor among people who inject drugs who wore a device prototype …

Considerations In Using Heart Rate-Based Physical Activity Estimates From Consumer Wearables In Individuals With Varying Weight Status., Denver M Y Brown, David Wing, Christopher D. Pfledderer, Peter Stoepker, Stuart J. Fairclough, Jordan A. Carlson

Manuscripts, Articles, Book Chapters and Other Papers

Although moderate-to-vigorous physical activity (MVPA) is a widely used construct in physical activity (PA) research, the lack of standardized assessment methods- particularly with the growing use of consumer-grade wearable activity trackers- poses challenges for comparability. Consumer-grade devices tend to rely on heart rate (HR)-based estimation methods to classify PA intensity, which contrasts with traditional research-grade accelerometers that use count- or raw-acceleration metrics. Comparability issues are particularly salient across individuals with varying weight status. In this commentary, we discuss systematic discrepancies between HR-based (relative intensity) and acceleration-based (absolute intensity) classifications of MVPA among individuals with differing weight statuses. Using Fitbit data …

Use Of Cholic Acid In Smith-Lemli-Opitz Syndrome (Slos): Real-World Patient Outcomes, Edwin Ferren, Paul R Hillman, Amy Kritzer, Joseph Ray, Alvaro Serrano, Hope Northrup, Paige Roberts, Rana Dutta, Tiziano Pramparo, Pamela Vig, Robert D Steiner

Faculty, Staff and Student Publications

Background: Smith-Lemli-Opitz Syndrome (SLOS) is an autosomal recessive disorder of cholesterol biosynthesis caused by biallelic pathogenic variants in DHCR7, which encodes the enzyme 7-dehydrocholesterol reductase (DHCR7). SLOS is a multisystemic disorder affecting various aspects of health, including growth, development, behavior, and quality of life, underscoring the need for safe, efficacious interventions that limit disease burden. DHCR7 enzyme deficiency leads to a "metabolic block" resulting in decreased cholesterol production and accumulation of its precursor 7-dehydrocholesterol and the secondary isomer 8-dehydrocholesterol. Reduced cholesterol synthesis, in turn, leads to decreased levels of cholic acid (CA), an endogenous bile acid synthesized from cholesterol and …

Melanoma Antigens In Pediatric Medulloblastoma Contribute To Tumor Heterogeneity And Species-Specificity Of Group 3 Tumors, Rebecca R J Collins, Rebecca R Florke Gee, Sima Tozandehjani, Tara Bayat, Maria Camila Hoyos Sanchez, Juan Sebastian Solano Gutierrez, Barbara Breznik, Anna K Lee, Samuel T Peters, Jon P Connelly, Shondra M Pruett-Miller, Martine F Roussel, Dinesh Rakheja, Heather S Tillman, Patrick Ryan Potts, Klementina Fon Tacer

Faculty, Staff and Student Publications

Medulloblastoma (MB) is the most malignant childhood brain cancer. Group 3 MB (G3 MB) subtype accounts for about 25% of MB and is associated with the worst outcomes. Herein, we report that more than half of G3 MB tumors express melanoma antigens (MAGEs), which are potential prognostic and therapeutic markers. MAGEs are cancer-testis antigens, aberrantly expressed in several adult cancers, and associated with poorer prognosis and therapy resistance; however, their role in pediatric cancers is mostly unknown. This study aimed to determine whether MAGEs are activated and important in pediatric MB. We obtained formalin-fixed paraffin-embedded tumor samples of 34 patients, …

Dietary Lipids Induce Ppard And Bcl6 To Repress Macrophage Il-23 Induction After Intestinal Injury And Lps Exposure, Ashleigh M Gil, Daniel F Zegarra-Ruiz, Wan-Jung Wu, Kendra Norwood, Adrien Assie, Buck S Samuel, Angela M Major, Gretchen E Diehl, Andrea A Hill Mcalester

Faculty, Staff and Students Publications

Unresolved tissue damage is a common feature of Inflammatory Bowel Disease (IBD) that facilitates disease progression. Here, we showed that high animal fat diets (HFD), an environmental risk factor associated with IBD pathogenesis, suppress intestinal macrophage production of critical tissue repair responses after damage. This includes reduced IL-23 production, which drives downstream production of IL-22, which is needed for barrier repair. Indicating that dietary lipids interfere with responses to microbial molecules needed to induce barrier protective functions, we found oleic acid could directly suppress macrophage Il23a induction after lipopolysaccharide (LPS) treatment. Deleting the lipid transporter CD36 on macrophages restored the …

Rna Sequencing Reveals Inflammatory And Metabolic Changes In The Lung And Brain After Carbon Black And Naphthalene Whole Body Inhalation Exposure In A Rodent Model Of Military Burn Pit Exposures, Allison M. Haaning, Brian J. Sandri, Henry L. Wyneken, William T. Goldsmith, Joshua P. Nixon, Timothy R. Nurkiewicz, Chris H. Wendt, Paul Barach, Janeen H. Trembley, Tammy A. Butterick

College of Population Health Faculty Papers

Military personnel deployed to Iraq and Afghanistan were exposed to emissions from open-air burn pits, where plastics, metals, and medical waste were incinerated. These exposures have been linked to deployment-related respiratory diseases (DRRD) and may also impact neurological health via the lung-brain axis. To investigate molecular mechanisms, adult male rats were exposed to filtered air, naphthalene (a representative volatile organic compound), or a combination of naphthalene and carbon black (surrogate for particulate matter; CBN) via whole-body inhalation (six hours/day, three consecutive days). Lung, brain, and plasma samples were collected 24 h after the final exposure. Pro-inflammatory biomarkers were assessed using …

Pilot Study Of [11c]Hy-2-15: A Mixed Alpha-Synuclein And Tau Pet Radiotracer, Chia-Ju Hsieh, Dinahlee Saturnino Guarino, Anthony J Young, Andrew D Siderowf, Ilya Nasrallah, Alexander Schmitz, Carol Garcia, Ho Young Kim, Erin K Schubert, Hsiaoju Lee, Joel S Perlmutter, Robert H Mach

2020-Current year OA Pubs

A novel brain positron emission tomography (PET) radioligand, [

Physician And Hospital Performance In Medicare’S Updated Bundled-Payment Model For Joint Replacement, Aidan P. Crowley, Austin S. Kilaru, Qian Erin Huang, Erkuan Wang, Jingsan Zhu, Ayush Arora, Torrey Shirk, Deborah S. Cousins, Kristin A. Linn, Said A. Ibrahim, Joshua M. Liao, Amol S. Navathe

Department of Medicine Faculty Papers

IMPORTANCE: Independent evaluations of Bundled Payments for Care Improvement Advanced (BPCI-A) have focused on hospitals and have not assessed the performance of physicians in participating physician group practices (PGPs). However, PGPs are accountable for a larger proportion of surgical procedures, including for lower-extremity joint replacement, in the BPCI-A model than are hospitals.

OBJECTIVE: To evaluate the association of treatment by BPCI-A-participating physicians and hospitals with health care spending, quality, and utilization for joint replacement procedures compared to nonparticipants.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study used Medicare claims of beneficiaries receiving lower-extremity joint replacement between April 2016 and September 2019 …

Phase 1b/2 Study Evaluating Safety, Efficacy And Immune Effects Of Tlr9 Agonist Cavrotolimod With Anti-Pd-1 Antibodies Among Patients With Advanced Solid Tumors, Mohammed M Milhem, George Ansstas, Et Al.

2020-Current year OA Pubs

BACKGROUND: There is an unmet need for novel immunotherapies to overcome immune evasion in patients with advanced skin cancers resistant to programmed death (PD)-1 / PD-ligand 1 (PD-L1) blockade. Cavrotolimod is a novel spherical nucleic acid configuration of a toll-like receptor 9 agonist oligonucleotide, designed to trigger innate and adaptive immune responses to tumors.

PATIENTS AND METHODS: The safety, pharmacokinetics, pharmacodynamics and preliminary efficacy of intratumoral cavrotolimod, first dosed alone and then in combination with anti-PD-1 antibodies (pembrolizumab or cemiplimab), were assessed in a combined Phase 1b/2 dose escalation/dose expansion study in patients with advanced skin cancers, including melanoma, Merkel …