Digital Commons Network^™

Deep Learning Single-Cell Analysis For Cytologic Evaluation Of Oral Potentially Malignant Disorders, Michael P Mcrae, Kritika S Rajsri, Nadarajah Vigneswaran, A Ross Kerr, Spencer W Redding, Martin H Thornhill, Craig Murdoch, Paul M Speight, Nancy Ruel, Rachelle Wolk, Ryan R Ruff, John T Mcdevitt

Faculty, Staff and Student Publications

Oral potentially malignant disorders (OPMDs) such as leukoplakia and erythroplakia may harbor dysplasia or progress to oral squamous cell carcinoma (OSCC), yet visual inspection alone is unreliable for risk assessment. Cytology offers a minimally invasive adjunct, but conventional approaches depend on manual feature extraction and subjective review. Herein we report a deep learning (DL) object detection model that directly classifies four cell phenotypes: differentiated squamous epithelial (DSE) cells, small round (SR) cells, leukocytes, and lone nuclei. The DL model produced cytology-derived parameters that correlated strongly with histopathologic diagnoses across 692 subjects with OPMDs, OSCC, and healthy controls, including declining DSE …

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 …

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 …

Gene Transcriptional Expression Of Cerebral Blood Flow Alterations In Parkinson’S Disease: A Transcription-Neuroimaging Association Study, Jiaqi Cui, Qiane Yu, Haifeng Ran, Kexin Huang, Jie Hu, Tijiang Zhang

Faculty, Staff and Student Publications

Aim: Despite the intimate link between cerebral blood flow (CBF) alterations and Parkinson's disease (PD) pathogenesis and cognitive decline, the precise pathophysiological mechanisms driving this relationship remain elusive. This study seeks to correlate changes in CBF with regional gene expression to advance mechanistic understanding of the disease.

Methods: CBF group differences were first determined from ASL data in 53 PD and 40 healthy controls (HC) and subsequently correlated with cognitive scores (Dataset 1). A coordinate-based meta-analysis of published literature provided a second set of CBF differences (Dataset 2). Transcriptomic data from the Allen Human Brain Atlas were then correlated with …

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 …

Relationship Of Early Rapid Weight Loss To Efficacy And Safety Of Tirzepatide And Semaglutide For Obesity: Surmount-5 Post Hoc Analysis, Louis J Aronne, Deborah B Horn, Alexander D Kokkinos, Beverly L Falcon, Hui Wang, Hunter T Hoffmann, Clare J Lee, Julia P Dunn

Faculty, Staff and Student Publications

Background: A knowledge gap remains in how the rate of body weight reduction impacts efficacy and safety of obesity management medications. This SURMOUNT-5 post hoc analysis aimed to define rapid responders and evaluated efficacy and safety of tirzepatide versus. semaglutide in rapid responders versus non-rapid responders.

Methods: Rapid responders and non-rapid responders were defined as participants that obtained ≥ 15% and < 15% body weight reduction by Week 24, respectively. Baseline characteristics, and proportion of participants achieving body weight reduction thresholds by Week 72 were assessed. End-of-study safety and gastrointestinal adverse events measures were summarized.

Results: Overall, 32.3% were rapid responders (tirzepatide: 44%, semaglutide: 21%). The proportions of participants achieving body weight reduction thresholds by Week 72 were higher for rapid responders versus non-rapid responders. Safety trends for tirzepatide and semaglutide were similar between …

Does Antibiotic Therapy Affect Multiplex Pcr Results In Community-Acquired Bacterial Meningitis?, Caroline Reckart, Elizabeth Aguilera, Audrey Wanger, Rafael Bravo-Santos, Rodrigo Hasbun

Faculty, Staff and Student Publications

No abstract provided.

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 …

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 …

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 …

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 …

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 …

Sex Differences In The Protective Effect Of Brain Volume: Age Attenuates Protection In Women, Javier Gomez-Farias, Ngoc Mai Le, Joseph N Samaha, Bruna Kfoury, Hussain M Azeem, Ritesh Bajaj, Mahnoor Khalid, Freya Kanakhara, Shikha Tripathi, Shayan Shams, Luca Giancardo, Eunyoung A Lee, Robert W Regenhardt, Louise D Mccullough, Sunil A Sheth

Faculty, Staff and Student Publications

Background: Sex differences in outcomes after acute ischemic stroke are well recognized, but mechanisms remain unclear. This study evaluates whether parenchymal brain volume (PBV), age, and final infarct volume explain sex-specific differences in poststroke disability.

Methods: We analyzed a prospectively collected multicenter registry of acute ischemic stroke patients treated between 2015 and 2024. Automated pipelines quantified PBV from noncontrast computed tomography and diffusion-weighted imaging-derived final infarct volume from 24- to 48-hour magnetic resonance imaging. With the primary outcome being 90-day functional independence (modified Rankin Scale score 0-2), sex-stratified logistic regression models evaluated its association with PBV. Stratified logistic and linear …

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. …

Kras G12c And Kras G12d Respond To Lipid Metabolism In An Allele-Specific Manner, Neha Arora, Hong Liang, Walaa Kattan, Wantong Yao, Haoqiang Ying, Junchen Liu, Yong Zhou

Faculty, Staff and Student Publications

KRAS mutated at hotspots G12, G13, and Q61 possess profound allele-specific oncogenesis. Signaling of KRAS mutants is mostly compartmentalized to the proteolipid nanoclusters on the plasma membrane (PM), illustrating critical roles of spatiotemporal organization in KRAS cancer signaling. The activated GTP-bound KRAS molecules, including the wild type and mutants, have been traditionally thought to favor similar lipids. We recently reported distinct lipid sensing capabilities of different KRAS mutants, especially with KRASG12D favoring unsaturated lipids and KRASG12C gaining additional enrichment of saturated lipids. As such, KRAS mutants may respond to lipid acyl chain remodeling in an allele-specific manner. Lysophosphatidylcholine acyltransferase 1 …

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. …

Erk-Mediated Phosphorylation Of Yap Defines A Noncanonical Fgf Signaling Mechanism In Stem Cells, Xiaolei Zhao, Shannon Erhardt, Li Tang, Xiaotong Chen, Stephen M Farmer, Zixiu Cheng, Wen Chen, Ella Ziyuan Lu, Kihan Sung, Chang-Ru Tsai, Mingjie Zheng, Sheng Zhang, Yang Liu, Jianxin Wang, Min Li, James F Martin, Jun Wang

Faculty, Staff and Student Publications

While Fgf and Hippo-Yap signaling are fundamental for proper development, homeostasis, and disease, their crosstalk remains largely unknown. Here, we identified that Yap and Taz, canonical Hippo effectors, function as noncanonical effectors of Fgf signaling to maintain the proper function of neural crest (NC) lineages. NC cells are a multipotent stem cell population during vertebrate embryogenesis that contribute to numerous structures and diverse cell lineages, including craniofacial and cardiac tissues, neurons, and suture mesenchymal cells (SMCs), a specified cell population required for cranial bone growth and repair. We observed that activation of Fgf signaling in NC cells and NC-derived SMCs …

Risk Factors And Implications Of The Unplanned Shunt In Carotid Endarterectomy, Luisa Trujillo-Guerrero, Camilo Ramírez-Giraldo, Gordon H Martin, Naveed U Saqib, Akiko Tanaka, Margaret L Jackson, Shah-Jahan Dodwad, S Keisin Wang

Faculty, Staff and Student Publications

Background: The implications of intraoperative shunting during carotid endarterectomy (CEA) have been studied often with variable recommendations. While some surgeons favor routine shunting to minimize cerebral hypoperfusion, others reserve shunting based on intraoperative monitoring or high-risk clinical features. Predictors of shunt need not remain poorly defined. This study aimed to identify risk factors associated with overall shunt use and unplanned shunting in patients undergoing CEA.

Methods: We performed a retrospective review of a prospectively maintained large academic United States-based health system carotid surgery database between December 2004 and June 2024. Patients were stratified into two groups: procedures performed in absence …

Harmonizing Intervention, Context, And Implementation Strategies With Context-Driven Co-Design (Cd2), Sarah A Birken, Emily R Haines, Cheyenne R Wagi, Bonny B Morris, Kathryn E Weaver, Kathleen M Lisborg, Sara J Landes, Geoffrey M Curran, Miriam Bender, Maria E Fernandez, Ashley Strahley, Kimberly Wiseman, Kristie L Foley

Faculty, Staff and Student Publications

Background: Extant approaches to close the gap between implementation evidence and practice have been unsuccessful due in part to overreliance on researcher engagement. In practice, change is often driven by mid-level managers. We developed Context-Driven Co-Design (CD2) to equip mid-level managers with a theory- and evidence-based approach to implementation planning.

Methods: We used a two-pronged design. First, we engaged six established implementation researchers in a modified Delphi process, involving two hour-long meetings and asynchronous feedback to develop and refine a CD2 prototype. Second, we piloted an in-person CD2 training and conducted an hour-long focus group to solicit feedback from mid-level …

Qualitative Evaluation Of The Seated Physical Activity Intervention (Spin) Randomized Controlled Trial For Wheelchair Users With Multiple Sclerosis (Ms): Formative Feedback And Future Directions, Angela J Piasecki, Robert W Motl, Katherine Froehlich-Grobe, Stephanie L Silveira

Faculty, Staff and Student Publications

Background/objectives: Wheelchair users with multiple sclerosis (MS) often face barriers that restrict participation in physical activity and exercise training. This manuscript reports on participant feedback to guide evaluating and refining a novel exercise training program, Seated Physical activity INtervention (SPIN). SPIN was adapted from the Guidelines for Exercise in MS (GEMS) approach using a three-step community-engaged research framework based on meeting the needs of wheelchair users with MS.

Methods: Semi-structured interviews were conducted with 9 participants who completed the 16-week SPIN intervention. The key SPIN intervention components were the exercise prescription, exercise equipment, and behavioral coaching grounded in Social Cognitive …

Toolkit For Multistate Disease Progression Simulation And Treatment Decision-Making Aid, Can Xie, Ruosha Li, Wael Saber, Jorge E Cortes, Nicholas J Short, Xuelin Huang

Faculty, Staff and Student Publications

Background: The optimal timing of a treatment within therapy lines can maximize its benefit while minimizing risks and side effects. Because patients differ in clinical and biological characteristics, personalized treatment planning can support physicians' decision-making. However, multistate disease progression complicates the comparison of treatment strategies, motivating the development of a user-friendly web tool for multistate disease progression simulation and treatment decision support. Microsimulation is a natural approach for comparing prespecified treatment-timing strategies, where it generates disease trajectories for a large number of virtual patients matched to an individual patient's observed data. In our framework, microsimulation is performed using a multistate …

Qeith: Quantifies Tumor Ecosystem Heterogeneity To Predict Cancer Progression And Treatment Benefit, Qiqi Liu, Jiangti Luo, Jiawei Wang, Bangqi Zhao, Xiaosheng Wang, Linjun You

Faculty, Staff and Student Publications

Intratumor heterogeneity (ITH) is a fundamental driver of therapeutic failure and disease progression. However, the complexity of the tumor ecosystem is a critical yet underexplored aspect, making its precise quantification essential for fully deciphering ITH and its clinical implications. To address this, we developed Quantifying Ecosystem Intratumor Heterogeneity (QeITH), a computational framework that applies Shannon entropy to quantify ecosystem heterogeneity by measuring the diversity and distributional entropy of cellular compositions and functional states across single-cell, bulk, and spatial transcriptomics. At the single-cell resolution, QeITH identifies elevated ITH as intrinsic markers of malignant transformation, yet enhanced sensitivity to therapy. Pan-cancer bulk …

Oral Cancer Numerical Index (Ocni): Development And Validation Of A Cytology-Based Risk Assessment For Oral Lesions, Michael P Mcrae, Nadarajah Vigneswaran, Alexander Ross Kerr, Spencer W Redding, Martin H Thornhill, Craig Murdoch, Paul M Speight, Rachelle Wolk, Kritika S Rajsri, Pooja Gaikwad, Nancy Ruel, Nicolaos J Christodoulides, John T Mcdevitt

Faculty, Staff and Student Publications

Background/Objectives: Oral potentially malignant disorders (OPMDs) require accurate risk stratification to identify patients at the highest risk for severe oral epithelial dysplasia (OED) or oral squamous cell carcinoma (OSCC). We developed and internally validated the oral cancer numerical index (OCNI), a quantitative risk score derived from clinical features and deep learning-based brush cytology measurements.

Methods: This retrospective model development and internal validation study was conducted using data from the multicenter Grand Opportunity study. Prospectively recruited subjects with OPMD with complete data were divided at the subject level into a training set (n = 384) and a holdout test set …

Development And Validation Of A Harmonized Memory Score For Multicenter Alzheimer’S Disease And Related Dementia Research, Mark Sanderson-Cimino, Alden L Gross, Leslie S Gaynor, Emily W Paolillo, Rowan Saloner, Marilyn S Albert, Liana G Apostolova, Brooke Boersema, Adam L Boxer, Bradley F Boeve, Kaitlin B Casaletto, Hilary W Heuer, Leah K Forsberg, Savannah R Hallgarth, Valentina E Diaz, Lindsay R Clark, Ani Eloyan, Sarah Tomaszewski Farias, Pauline Maillard, Mitzi M Gonzales, Dustin B Hammers, Renaud La Joie, Yann Cobigo, Amy Wolf, Benjamin M Hampstead, Dawn Mechanic-Hamilton, Bruce L Miller, Gil D Rabinovici, John M Ringman, Lina M D'Orazio, Howie J Rosen, Sephira G Ryman, Jillian L Prestopnik, David P Salmon, Glenn E Smith, Charles Decarli, Kumar B Rajan, Lee-Way Jin, Jason D Hinman, David K Johnson, Danielle J Harvey, Myriam Fornage, Maria C Carrillo, Bradford C Dickerson, Joel H Kramer, Adam M Staffaroni, , Leads Consortium, And Diverse Vascular Contributions To Cognitive Impairment And Dementia (Diverse Vcid) Study Investigators

Faculty, Staff and Student Publications

Introduction: List-learning tasks (LLTs) are important for characterizing memory in Alzheimer's disease and related dementias. However, as the Uniform Data Set Neuropsychological Battery (UDS-NB) historically did not require a specific LLT, centers have administered different LLTs. The newest UDS version (v4.0) requires one of two LLTs. To support harmonized UDS memory research, we developed a memory composite incorporating UDS memory tests and multiple LLTs.

Methods: Item-banking confirmatory factor analysis was applied to develop a memory composite in a diagnostically heterogeneous sample (n = 8716) that completed the UDS-NB and one of five LLTs. Construct validity was evaluated through associations with …

Publisher Correction: Whole Genome Sequence Analysis Of Pulmonary Function And Copd In 44,287 Multi-Ancestry Participants, Wonji Kim, Xiaowei Hu, Kangjin Kim, Sung Chun, Peter Orchard, Dandi Qiao, Ingo Ruczinski, Aabida Saferali, Francois Aguet, Lucinda Antonacci-Fulton, Pallavi P Balte, Traci M Bartz, Wardatul Jannat Anamika, Xiaobo Zhou, Junyi Duan, Jennifer A Brody, Brian E Cade, Martha L Daviglus, Harshavadran Doddapaneni, Shannon Dugan-Perez, Susan K Dutcher, Christian D Frazar, Stacey B Gabriel, Sina A Gharib, Namrata Gupta, Brian D Hobbs, Silva Kasela, Laura R Loehr, Ginger A Metcalf, Donna M Muzny, Elizabeth C Oelsner, Laura J Rasmussen-Torvik, Colleen M Sitlani, Joshua Smith, Tamar Sofer, Hanfei Xu, Bing Yu, David Zhang, John Ziniti, R Graham Barr, April P Carson, Myriam Fornage, Lifang Hou, Ravi Kalhan, Robert Kaplan, Tuuli Lappalainen, Stephanie J London, Alanna C Morrison, George T O'Connor, Bruce M Psaty, Laura M Raffield, Susan Redline, Stephen S Rich, Jerome I Rotter, Edwin K Silverman, Ani Manichaikul, Michael H Cho

Faculty, Staff and Student Publications

This corrects the article "Whole genome sequence analysis of pulmonary function and COPD in 44,287 multi-ancestry participants", 28.

Feasibility Study Of A Behavioral Lifestyle Intervention For Hispanic/Latino Patients With Metabolic Dysfunction-Associated Steatotic Liver Disease, Natalia I Heredia, Jessica P Hwang, Maria E Fernandez, Jiachen Lu, Cici X Bauer, Lorna H Mcneill

Faculty, Staff and Student Publications

Introduction: Metabolic dysfunction-associated steatotic liver disease (MASLD) can lead to longer-term adverse health outcomes if left unmanaged, including liver failure and liver cancer. Hispanic adults have the highest rates of MASLD of any U.S. racial/ethnic subgroup. The most effective treatment is weight loss, through healthy dietary changes and increased physical activity. This study conducted 2022-2023 aimed to assess the feasibility and acceptability (primary), as well as exploratory effectiveness outcomes, of a behavioral lifestyle intervention for Hispanic patients with MASLD.

Methods: Participants were recruited from a federally qualified health center. Self-administered questionnaires assessed demographic, psychosocial and behavioral variables. Staff measured height …

Auricular Point Acupressure Self-Management (Apa-Sm) Program For Chronic Musculoskeletal Pain Among Rural Populations: A Protocol For A Pragmatic, Randomized Controlled Trial, Jennifer Kawi, Jane Bolin, Hulin Wu, Jungkyung Min, Rupsikha Bora, Sarah Pace, Idara N Akpan, Alee Lockman, Tonychris Nnaka

Faculty, Staff and Student Publications

Introduction: Chronic musculoskeletal pain (CMP) is a leading cause of incurred personal healthcare costs and disability in the USA. It disproportionately affects rural populations, who are more likely to be uninsured, lack access to a regular healthcare provider and experience a higher prevalence of CMP. As a result of reduced access to non-pharmacological care, there is greater reliance on opioids. The Auricular Point Acupressure - Self-Management (APA-SM) program is a simple, needleless, evidence-based therapy that empowers individuals to self-manage their pain. Preliminary studies, including a recent UG3 pilot testing, demonstrated feasibility, safety and significant improvements in pain and function. Guided …