Digital Commons Network^™

Lig1 Loss In Tp53-Mutant Triple Negative Breast Cancer Rewires Dna Repair And Confers Sensitivity To Parp-Atr Inhibitor Combinations, Anh Minh Tran Huynh, Jonathan T Lei, Rachel Brough, Christina Sallas, Jun Xu, Jacob B Pilcher, Xuxu Gou, Junkai Wang, Lacey E Dobrolecki, Diana M Fandino, Mariah J Berner, Allison Greer, Fei Fei Song, Sarah Latka, Hugo Villanueva, Sumimasa Arimura, Sufeng Mao, Zhongqiu Guo, Sofía I Aramburu, Anran Chen, Thanh Nguyen, Carolina Gutierrez, Dolores H Lopez-Terrada, Bora Lim, Susan G Hilsenbeck, Michael T Lewis, George Miles, Jason C Mills, Gloria V Echeverria, Stephen J Pettitt, Simon N Powell, Susan M Rosenberg, Andrew N J Tutt, Christopher J Lord, Matthew J Ellis, Meenakshi Anurag

Faculty, Staff and Students Publications

Proteogenomic analyses have identified an association between LIG1 (DNA Ligase I) loss and chemotherapy resistance in a subset of triple negative breast cancer (TNBC) enriched for TP53 mutations. Here, we demonstrate that co-occurrence of TP53 mutations and LIG1 loss is associated with upregulated DDR activity, including homologous recombination, likely contributing to reduced platinum sensitivity. Unbiased genetic and monotherapy drug screens identified PARP inhibitors (PARPi) as a potential treatment for LIG1-depleted tumors; however, the increase in sensitivity was modest and lower than that observed in TNBC models with homologous recombination deficiency. Subsequently, a screen of PARP inhibition in combination with each …

Metabolic Syndrome Is Associated With Increased Mortality In Patients With Breast Or Prostate Cancer, Jessica P Hwang, Ning Zhang, Mercy W Misoi, Sabhi Gull, Zayd A Razouki, Justin R Gregg, Natalia I Heredia, Sharon H Giordano

Faculty, Staff and Student Publications

We investigated the association of metabolic syndrome (MetS) with mortality in patients with breast and prostate cancer. Breast and prostate cancer cohorts were created retrospectively using the SEER-Medicare database. Patients with first primary breast or prostate cancer diagnosed in 2008-2019 were identified using ICD-O-3 site and histology codes. Among those, patients with MetS were identified using ICD-9/10-CM codes, CPT/HCPCS codes, and prescription drug use from Medicare claims files. We defined continuous enrollment from 12 months before through 12 months after diagnosis, exposure during the first 12 months after diagnosis, and survival follow-up starting 12 months after diagnosis. We used multivariable …

Subjective Sleep Disruption, Coping, And Anxiety And Related Symptoms In The Perinatal Period: Findings From A Longitudinal Study, Rebecca C Cox, Caroline P Hoyniak, Jack Samuels, Jonathan S Abramowitz, Gerald Nestadt, Eric A Storch, Rashelle Musci, Paul Nestadt, Lauren M Osborne, Mary Kimmel

Faculty, Staff and Students Publications

Study objectives: Anxiety is common during the perinatal period and is associated with adverse maternal and infant outcomes, highlighting a need to identify predictors of perinatal anxiety. Accumulating research implicates sleep disruption in perinatal anxiety and related symptoms, including obsessive-compulsive symptoms. We examined the associations among insomnia symptoms and sleep duration with perinatal anxiety, obsessive beliefs, and obsessive-compulsive symptoms and the moderating role of coping from pregnancy through postpartum.

Methods: A sample of 231 women (agemean = 32.97 ± 4.36 years; 74% white) completed interview and self-report measures of sleep, coping, perinatal anxiety, obsessive beliefs, and obsessive-compulsive symptoms in early …

Unbiased Avidity-Based Isolation Of Antigen-Specific T Cells, Amanda Montoya, Meredith L Frank, Peixin Jiang, Hui Nie, Minying Zhang, Emily Bontekoe, Jared K Slone, Ludovica L Posta, Sofia Rosy Caterina Sorice, Tina Cascone, Maura Gillison, Don L Gibbons, Jianjun Zhang, Eleonora Dondossola, Lydia Kavraki, Pamela L Wenzel, John V Heymach, Alexandre Reuben

The Brown Foundation: Institute of Molecular Medicine

Background: Cancer immunotherapies have significantly improved treatment efficacy and patient survival by exploiting antigen-specific T cells to eliminate cancer cells. However, current approaches for identifying and isolating antigen-specific T cells typically require prior knowledge of target antigens, limiting discovery, and reducing the ability to consistently detect rare tumor-reactive T cells. We therefore sought to develop an unbiased platform for the identification and enrichment of antigen-specific T cells using naturally processed and presented tumor antigens.

Methods: We developed ATTACH (Assessment of T cells Tethered to Antigen Class I Histocompatibility), a microfluidic platform that applies controlled shear stress and leverages tumor cells …

Promoting Equity For Children And Adolescents Through Implementation Processes In Health And Social Care: A Scoping Review, Michelle Gooey, Heather Morris, Rebecca Madill, Callie Walsh-Bailey, Ahlia Griffiths, Melissa Savaglio, Claire Blewitt, Amanda O'Connor, Sara Holton, Helia Khalesi, Sofia Grage-Moore, Maria Fernandez, Echezona E Ezeanolue, Allison Metz, Ana Baumann, Helen Skouteris

Faculty, Staff and Student Publications

Background: Despite the many existing implementation methods, theories, and frameworks, implementation science is insufficiently closing the research-to-practice gap. Bridging this gap is critical to achieving healthy and thriving communities globally, and requires implementation processes that promote equity and reach diverse populations, especially those most in need. The aim of this scoping review was to identify, thematically analyse, categorise, and provide examples of implementation processes described in equity-focused literature, with a focus on health and social care interventions for children and adolescents from birth to 18 years of age.

Methods: A comprehensive search of literature was undertaken across six electronic databases …

Perceived Sensitivity Of Sensor-Based Digital Health Data: Qualitative Interview Study, Christine Deeney, Anika Sonig, Meghan E Hurley, Birkan Tunç, Eric A Storch, John D Herrington, Jennifer Blumenthal-Barby, Kristin Kostick-Quenet

Center for Medical Ethics and Health Policy Staff Publications

Background: Digital health tools are increasingly used in mental health care to passively collect patient data and analyze health status outside of clinical settings. While technologies such as digital phenotyping, affective computing, and computational behavioral analysis offer new insights into symptom manifestation in daily life, they generate large volumes of potentially sensitive data that raise significant data privacy concerns, requiring high levels of patient awareness and consent. Empirical research is lacking on stakeholder understandings toward the sensitivity of these data and expectations for data stewardship, perspectives that are critical for developing robust informed consent and data protection policies for digital …

Longitudinal Genomic Surveillance Of Sars-Cov-2 In A University Microcosm Reflects Global Evolutionary Trends, Sankar Prasad Chaki, Melissa M Kahl-Mcdonagh, Benjamin W Neuman, Loni A Taylor, Rebecca S B Fischer, Blake M Hanson, Marlisa S Hardy, Jo Ann Culpepper, Eric Boerwinkle, Kurt A Zuelke

Faculty, Staff and Student Publications

SARS-CoV-2 transmission has declined, yet ongoing viral evolution continues to pose public health challenges. This study conducted long-term (2020-2024) genomic surveillance within a large and globally diverse university community. Viral genomes obtained from clinical (n = 1,786) and surveillance (n = 888) testing samples were classified under clade, lineage, and variant systems, and compared with global genomic data sets. Local patterns broadly paralleled global evolutionary trends, including the phased emergence of major variants, episodic introductions of new lineages, and shifts in dominant clades. Lineage diversity peaked during fall semesters and was highest among undergraduate-aged individuals, with similar distributions …

Pneumococcal Colonization In Pediatric Patients Undergoing Hematopoietic Cell Transplantation, Liset Olarte, Jennifer E Schuster, Ibrahim Ahmed, Kristina G Hulten

Faculty, Staff and Students Publications

Despite the increased risk of invasive pneumococcal disease among pediatric hematopoietic cell transplant (HCT) recipients, pneumococcal colonization has not been evaluated in this population. We prospectively assessed longitudinal pneumococcal colonization in 22 pediatric HCT recipients from conditioning therapy to 100 days post-HCT. A higher likelihood of pneumococcal colonization was observed in the late post-HCT period (weeks 9-14) compared with the early post-HCT period (weeks 1-8), with odds increasing with each additional week after conditioning.IMPORTANCEThis is the first study to longitudinally evaluate pneumococcal colonization in pediatric hematopoietic cell transplant (HCT) recipients from the onset of conditioning therapy to 100 days post-HCT. …

Tau Pathology In Epilepsy: Emerging Mechanisms And Translational Opportunities, Arjune Sen, Xin You Tai, Aristea Galanopoulou, Maria Thom, Eleonora Aronica, Lucy Vivash, Martin Hardmeier, Action Amos, Stephan Rueegg, Matthias Koepp, Yaroslav Winter, Christoph Helmstaedter, Jeffrey L Noebels, Hilal A Lashuel, Terence J O'Brien

Faculty, Staff and Students Publications

The onset of epilepsy in adulthood occurs most commonly after 55 years of age. Given the ageing global population, this disorder represents an increasing burden on healthcare and society. The bidirectional link between epilepsy and dementia is a focus of intense research with underlying tau pathology highlighted as a potential mechanistic link. In this review, we examine the evidence for tau-related neurodegenerative processes in epilepsy beginning with how changes in biochemical and structural properties of the tau protein can lead to abnormal phosphorylation and pathological aggregation. We consider the role of tau in seizure occurrence and cognitive difficulties in experimental …

Aberrant Ciliogenesis Induced By Enhanced Bmp Signaling Causes Heterotopic Ossification, Hiroyuki Yamaguchi, Jianbo Wang, Fangfang Yan, Jiarui Bi, Radbod Darabi, William R. Lagor, Zhongming Zhao, Aris N. Economides, Yuji Mishina, Yoshihiro Komatsu

Faculty, Staff and Student Publications

Bone morphogenetic protein (BMP) signaling is a principal driver of heterotopic ossification (HO), yet how aberrant BMP activity structurally reprograms cellular signaling machinery to develop HO remains unclear. Here, we identify BMP signaling as a direct upstream regulator of ciliogenesis that coordinates a multi-stage, pro-osteochondrogenic signaling relay during HO. Using a conditional gain-of-function BMP mouse model (Acvr1Q207D/+), we demonstrate that enhanced BMP signaling promotes primary cilium biogenesis and axonemal elongation through canonical Smad1/5/9-dependent transcriptional activation of intraflagellar transport (IFT) Ift20, a core component of the IFT machinery. Rather than operating via a singular downstream cascade, these elongated …

Advancing Bioinformatics With Language Models: Components, Applications, And Perspectives, Jiajia Liu, Mengyuan Yang, Yankai Yu, Haixia Xu, Tiangang Wang, Kang Li, Xiaobo Zhou

Faculty, Staff and Student Publications

Large language models (LLMs) are deep learning-based artificial intelligence models that have achieved remarkable success in natural language processing. Typically composed of neural networks with billions of parameters, they are trained on massive unlabeled datasets using self-supervised or semi-supervised learning. Beyond language, LLMs hold immense potential for addressing complex bioinformatics challenges. This review provides a comprehensive overview of transformer-based model applications in genomics, transcriptomics, proteomics, drug discovery, and single-cell analysis. We discuss critical components, including tokenization strategies for diverse biological data, transformer architectures, attention mechanisms, and pretraining approaches. We also survey currently available foundation models and their downstream applications across …

Elective Genomic Sequencing For Adults In Research, Clinical And Commercial Contexts, Michael D Linderman, Sophia M Adelson, Tala M Berro, Jennifer L Anderson, Scott D Crawford, Tshaka J Cunningham, Edward D Esplin, Altovise T Ewing-Crawford, Daiva E Nielsen, Stacey Pereira, Tara Schmidlen, Heather Andrighetti, Steven B Bleyl, George M Church, Eden V Haverfield, Madhuri Hegde, Lazaridis N Konstantinos, Paul Kruszka, Debra Leonard, Thomas May, Molly Mcginniss, Vaibhav Pandya, Eric E Schadt, Bastian Greshake Tzovaras, Bethany Zettler, Amy L Mcguire, Robert C Green

Center for Medical Ethics and Health Policy Staff Publications

Purpose: Elective genomic sequencing (EGS) returns monogenic disease findings in multiple genes, including potentially novel variants, and may also provide participants with carrier status, pharmacogenomic and other health-related information. The PeopleSeq Study assessed participants' motivations for and concerns about EGS and the associated clinical and psychosocial outcomes across diverse EGS providers.

Methods: We administered a shared questionnaire to participants who chose to undergo EGS via 18 academic, clinical, or commercial EGS platforms.

Results: We enrolled 1575 participants, of whom 1147 (72.8%) completed a questionnaire after receiving their EGS results. A majority (60.3%) of the participants who completed a post-result questionnaire …

Bi-Allelic Loss-Of-Function Variants In Tmem63b Cause Syndromic Surfactant Dysfunction Disorder, Sock Hoai Chan, Audra N Iness, Jill A Rosenfeld, Mir Reza Bekheirnia, Lindsay C Burrage, Matthew Hoi Kin Chau, Chaerish Eint Myet Chae Htoo, Eric C Kao, Shamika Ketkar, Wan Wan Lim, Xi Luo, Rifhan Mazlan, Elizabeth Mizerik, Kein Seong Mun, Kalyani R Patel, Lorraine Potocki, Christina K Rapp, Xavier Roca, Ana Saianda, Ignacio Iglesias-Serrano, Everlyn C Siew, Donald Yuhui Sim, David R Spielberg, Sok-Kun Tae, Jing Xian Teo, Julian Warfsmann, Fan Xia, Child-Eu Registry, Saumya S Jamuar, Ee Shien Tan, Matthias Griese, Weng Khong Lim, Meow-Keong Thong, Keren Machol

Faculty, Staff and Students Publications

Transmembrane protein 63B gene (TMEM63B) encodes a mechanosensitive ion channel expressed in alveolar type II epithelial cells, where it mediates stretch-induced surfactant secretion. While heterozygous gain-of-function variants in TMEM63B have been associated with developmental and epileptic encephalopathy, no human disorder has previously been linked to bi-allelic loss-of-function variants. Here, we report five individuals from four unrelated families with childhood interstitial lung disease and bi-allelic predicted loss-of-function variants in TMEM63B. Affected individuals presented with early-onset respiratory distress, chronic hypoxemia, and diffuse parenchymal lung abnormalities on chest imaging. One individual died in infancy, two underwent bilateral lung transplantation, and two require oxygen …

Antibody-Oligonucleotide Conjugates: An Emerging Modality For Precision Rna Therapeutics, Chen-Hsu Yu, Summer Y Y Ha, Zhiqiang An, Kyoji Tsuchikama, Wenbo Li

The Brown Foundation: Institute of Molecular Medicine

RNA-targeting therapeutics have enormous potential to precisely target disease-causing RNAs, extending beyond the traditional limits of "druggability" for small molecules, antibodies, and protein-targeting cell therapies. However, one crucial limitation is that RNA-targeting drug modalities (such as oligonucleotides) cannot effectively reach diseased tissue or cell types. Antibody-oligonucleotide conjugates (AOCs) emerge as a promising frontier in aiding RNA therapeutics by harnessing antibodies to deliver drug modalities to target specific RNAs in desired tissues or cells. In this Review, we summarize the critical components of AOCs, key considerations for their design and manufacturing, ongoing AOCs in preclinical/clinical development, and disease indications. We discuss …

Hpv Vaccination Status And Associated Factors Among Postpartum Patients, Morgan L. Malonson, Sandhya B. Avula, Mary B. Rysavy

Summer Research Program Abstracts

No abstract provided.

Effects Of Blood Brain Barrier Permeability Upon Exposure To Patient Plasma From Traumatic Injury, Mackenna S. Mcgraw

Summer Research Program Abstracts

No abstract provided.

Metabolic Correlates Of Suicidal Ideation In A Longitudinal Cohort Of Hospitalized Adults With Mood Disorders, Mihai Bendea, Nanako Matsuda, Ali Muhammad Lalani, Ana Cristina Ruiz, Sophia Mcinturff, Courtney Vecera, Jair C. Soares, Rodrigo Machado-Vieira, Gabriel R. Fries

Summer Research Program Abstracts

No abstract provided.

Microrna Regulation Of Human Trophoblast Stem Cell Proliferation, Eva E. Adams, Madison Vu, Jacqueline G. Parchem

Summer Research Program Abstracts

No abstract provided.

Reducing Over-Isolation: Baseline Evaluation Of Isolation Precaution Reassessment In Hospitalized Children, Laura Brambilla, Wan-Hsuan Chen

Summer Research Program Abstracts

No abstract provided.

Procedural Pain In Extremely Preterm Infants During The First 28 Days Of Life, Emma Young, Manouchehr Hessabi Md, Amirali Tahanan Ms, Sepideh Saroukhani Md, Phd, Amanda Zander Msn, Rn, Christine Domonoske Pharmd, Matthew Martin-Souza Pharmd, Amir Khan Md, Allison Davidson Md, Jaclyn Ruggiero Md

Summer Research Program Abstracts

No abstract provided.

Neighbourhood Social Vulnerability And Preterm Birth Risk Among Infants With Trisomy 21: A Statewide Analysis, Fatima R Sheriff, Renata H Benjamin, Qian Xiao, Jenil Patel, Charles Shumate, Alejandra Fernandez, A J Agopian

Faculty, Staff and Student Publications

Background: Residing in socioeconomically vulnerable areas is known to be associated with increased preterm birth (PTB) risk in the general population. However, the relationship between social vulnerability and PTB remains unexplored among infants with trisomy 21, who experience more than twice the PTB rate of the general population.

Objectives: The primary objective was to examine the association between maternal socioeconomic vulnerability, as measured by the SVI, and PTB among infants with trisomy 21.

Methods: We conducted a retrospective cohort study among infants with trisomy 21 born in Texas (1999-2018). We examined the association between neighbourhood vulnerability, measured by Social Vulnerability …

Pangenome Analysis Of Proteus Mirabilis Reveals Lineage-Specific Antimicrobial Resistance Profiles And Discordant Genotype-Phenotype Correlations, Namrata Deka, Aimee L Brauer, Katherine Connerton, Blake M Hanson, Jennifer N Walker, Chelsie E Armbruster

Faculty, Staff and Student Publications

Urinary tract infections (UTIs) impose a large healthcare burden, with escalating antimicrobial resistance (AMR), and treatment failure. Proteus mirabilis is an undercharacterized and challenging UTI pathogen due to intrinsic resistance and biofilm formation. To understand P. mirabilis population genomics, we combined pangenome analysis, in silico AMR prediction, and phenotypic antimicrobial susceptibility testing (AST) across 1,027 P. mirabilis genomes derived from human urine specimens. This revealed a mosaic pangenome driven by extensive accessory genome plasticity. Multilocus sequence typing (MLST) identified 213 MLSTs, with only 7% having ≥10 genomes, highlighting strain diversity. AMR gene profiles were largely lineage-specific, with 25% of genomes …

Antibody-Oligonucleotide Conjugates: An Emerging Modality For Precision Rna Therapeutics, Chen-Hsu Yu, Summer Y Y Ha, Zhiqiang An, Kyoji Tsuchikama, Wenbo Li

The Brown Foundation: Institute of Molecular Medicine

RNA-targeting therapeutics have enormous potential to precisely target disease-causing RNAs, extending beyond the traditional limits of "druggability" for small molecules, antibodies, and protein-targeting cell therapies. However, one crucial limitation is that RNA-targeting drug modalities (such as oligonucleotides) cannot effectively reach diseased tissue or cell types. Antibody-oligonucleotide conjugates (AOCs) emerge as a promising frontier in aiding RNA therapeutics by harnessing antibodies to deliver drug modalities to target specific RNAs in desired tissues or cells. In this Review, we summarize the critical components of AOCs, key considerations for their design and manufacturing, ongoing AOCs in preclinical/clinical development, and disease indications. We discuss …

Mosaic Loss Of Y Chromosome Associates With Lung Function, Emphysema, And Epigenetic Aging, Woei-Yuh Saw, Kangjin Kim, Yichen Huang, Jeong H Yun, Xiaolong Ma, Jason Bacon, Yash Pershad, Daniel Levy, George T O'Connor, Eric Boerwinkle, R Graham Barr, Stephen S Rich, Jerome I Rotter, April P Carson, Laura M Raffield, Sina A Gharib, Traci M Bartz, Bruce M Psaty, Tamar Sofer, Kari E North, Robert C Kaplan, Elizabeth C Oelsner, Ani Manichaikul, Alexander G Bick, Paul Scheet, Alexander P Reiner, Nhlbi Trans-Omics For Precision Medicine Consortium, Yasminka A Jakubek, Paul L Auer, Michael H Cho, Dawn L Demeo

Faculty, Staff and Student Publications

Rationale: As the global population ages, identifying risk factors for age-related diseases, such as COPD, is crucial for public health. Mosaic loss of Y chromosome (mLOY) in blood cells is an age-related somatic mosaicism event, but its relationship with pulmonary health remains undercharacterized.

Objectives: To examine the association between mLOY and pulmonary outcomes in men.

Methods: Leveraging mLOY assessment (cell fraction ≥ 5%) in over 12 000 men, including 5097 from the COPDGene Study and 7235 from six additional cohorts in the Trans-Omics for Precision Medicine program, we investigated mLOY associations with respiratory outcomes and epigenetic aging using multivariable cross-sectional, …

Current Adoption Of The Prosthodontic Diagnostic Index For Clinical Care-A Cross-Sectional Survey Study, Esther O Kuyinu, Joseph B Breitman, Arthur Nimmo, Jay S Patel

Faculty, Staff and Student Publications

Purpose: To assess current utilization of the Prosthodontic Diagnostic Index (PDI), identify perceived benefits and limitations, and evaluate support for future updates.

Materials and methods: A survey regarding the use of the PDI was made available through email invitations to 68 US dental school prosthodontic/restorative department chairs (PD), 48 graduate prosthodontic program directors (GP), and 1834 private practice prosthodontists (PP) from the American College of Prosthodontists (ACP) member database. The results of this initial survey were inconclusive due to low response rates. The survey was also administered during the 2024 ACP Annual Session with an improved response rate for educators. …

Quantitative Analysis Of Peri-Implant Collagen Fiber Orientation Around External Hexagon And Morse Taper Implant Connections: A Dog Model Study, Daniel Sartorelli Marques De Castro, Jefferson David Melo De Matos, Jozely Francisca Mello Lima, Maria Angelica Rehder De Araujo, Mário Alexandre Coelho Sinhoreti, Daher Antonio Queiroz, Adriano Piattelli, Carlos Dos Reis Pereira De Araújo

Faculty, Staff and Student Publications

Background: Peri-implant soft tissue stability depends on the implant-abutment interface and collagen fiber organization. Unlike natural teeth, peri-implant fibers exhibit a less favorable orientation, potentially weakening the biological seal. Implant connection design may influence this collagen arrangement and tissue integrity.

Materials and methods: Eighteen immediately loaded implants (n = 9 per group) were placed in nine mongrel dogs. Group I received external hexagon implants, while Group II received Morse taper implants. After a 4-month healing period, animals were euthanized and specimens were processed for histological evaluation. Collagen fiber orientation was analyzed using polarized light microscopy and quantified with ImageJ software. …

Clinical Document Metadata Extraction: A Scoping Review, Kurt Miller, Qiuhao Lu, William Hersh, Kirk Roberts, Steven Bedrick, Andrew Wen, Hongfang Liu

Faculty, Staff and Student Publications

Objectives: Clinical document metadata, such as document type, structure, author role, medical specialty, and encounter setting, is essential for accurate interpretation of information captured in clinical documents. However, vast documentation heterogeneity and drift over time challenge harmonization of document metadata. Automated extraction methods have emerged to coalesce metadata from disparate practices into target schema. This scoping review aims to catalog research on clinical document metadata extraction, identify methodological trends and applications, and highlight gaps warranting further investigation.

Methods: We followed the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) guidelines to identify articles from Ovid …

Medadl: High-Throughput Information Extraction Of Functional Status From Electronic Health Records To Advance Frailty Assessment In Older Adults, Sunyang Fu, Zhiyi Yue, Jennyly T Nguyen, Huipeng Liu, Jaerong Ahn, Vanessa Ramirez, Jude Des Bordes, Hongfang Liu, Min Ji Kwak, Nahid J Rianon

Faculty, Staff and Student Publications

Background: Functional status is essential for assessing frailty and planning care in older adults but is often under-documented in the structured fields of electronic health records. Manual chart review can capture functional status information but is labor-intensive and time-consuming. In this study, we developed and validated a scalable natural language processing (NLP) model to extract functional status information from unstructured electronic health record (EHR) notes.

Methods: This retrospective cohort study included 110 older adults seen at a geriatric osteoporosis clinic. A large language model-augmented symbolic NLP pipeline (MedADL) was developed to extract activities of daily living (ADL) and instrumental activities …

Implementation And Evaluation Of The Owll Intervention To Improve The Quality And Safety Of Pediatric Dental Sedation: A Mixed-Methods Approach, Kawtar Zouaidi, Jan Yeager, Sayali Tungare, Suhasini Bangar, Janelle Urata, Alfa-Ibrahim Yansane, Jungsoo Kim, Emily Sedlock, Krishna K Kookal, Yan Xiao, Oluwabunmi Tokede, Heiko Spallek, Amy Franklin, Gregory Olson, Joel White, Elsbeth Kalenderian, Muhammad F Walji

Faculty, Staff and Student Publications

Background: The OWLL (Open-Wide Learning Lab) intervention was developed using Human-Centered Design to improve the quality and safety of pediatric dental sedation. The intervention includes a patient-facing informational sedation brochure and video, and an enhanced set of clinical sedation records. Here, we report on the process evaluation 6 months after implementation in daily clinical practice.

Methods: This study was conducted at the outpatient pediatric dental clinics of 2 large US academic dental institutions. We used a mixed-methods design to assess the fidelity, acceptability, appropriateness, and feasibility of the OWLL intervention. Quantitative data were gathered through chart reviews, while qualitative data …

The Effects Of Abstinence Status And Sleep Quality On Resting State Alpha Power In Cocaine Use Disorder, Heather E Webber, Danielle A Kessler, Joy M Schmitz, Scott D Lane, Robert Suchting

Faculty, Staff and Student Publications

Rationale

Substance use disorders are associated with notable sleep disturbances. Electroencephalogram (EEG) alpha power occurs during wakeful rest, is associated with sleepiness, and indicates neural deactivation.

Objectives

The goal of the current study was to assess the effects of abstinence on the relationship between alpha power and subjective sleep quality in participants with cocaine use disorder (CUD).

Methods

Participants with CUD (n = 32) who were recently or non-abstinent completed a resting-state EEG paradigm (90 s eyes open/closed). Absolute alpha power was calculated using the fast Fourier transform and by averaging within the power spectra of the alpha band (8–13 …