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Multi-Resolution Feature Stem For Diabetic Retinopathy Lesion Segmentation, Indranil Dutta, Taehee Jeong

Faculty Research, Scholarly, and Creative Activity

Diabetic Retinopathy (DR) is a leading cause of preventable blindness worldwide, requiring automated lesion segmentation using deep learning models for early detection and monitoring. However, DR lesions vary dramatically in size from tiny microaneurysms to large hemorrhages and exudates. This variability creates conflicting demands on the model architecture and input resolution, posing a challenge for effective design. This work investigates the impact of input resolution on different lesion types. Through systematic experimentation with multiple architectures (U-Net, UNet++, Vision Transformers, DeepLabV3+) at 512 × 512 and 1024 × 1024 resolutions, we identify a critical, counter-intuitive phenomenon where increasing input resolution has …

Permanent Pacemaker Implantation Following Transcatheter Aortic Valve Replacement: Incidence, Predictors, And Association With Reduced Ischemic Stroke Risk, Omar Saleh, Nicholas J. Valle, Shinjer Li, Saleh Mostafa, Israa Saleh, Raymond Benza, Deepak R. Talreja, Matthew R. Summers

Department of Medicine Faculty Publications

Background

Development of conduction abnormalities requiring pacing after transcatheter aortic valve replacement (TAVR) is relatively common. The effects of post-TAVR permanent pacemaker (PPM) implantation on mortality, ischemic stroke, and cardiovascular outcomes remain incompletely characterized. AIMS: To evaluate the incidence, predictors, and cardiovascular outcomes of post-TAVR permanent pacemaker implantation, including its association with 1-year ischemic stroke risk.

Methods

Adults undergoing TAVR (2008-2019; n = 1101) were evaluated. Patients with prior PPM (n = 104) and/or valve-in-valve or redo TAVR (n = 11) were excluded. PPM placement was identified post-indexed TAVR admission based on procedure codes, including both in-hospital and post-discharge implantations. …

Circulating Biomarker Results From A Phase 2 Study Of Seralutinib In Pulmonary Arterial Hypertension, Robin Osterhout, Athénaïs Boucly, Raymond L. Benza, Richard N. Channick, Kelly M. Chin, Robert P. Frantz, Anna R. Hemnes, Luke S. Howard, Vallerie V. Mclaughlin, Olivier Sitbon, Jean-Luc Vachiéry, Rotham T. Zamanian, Richard Aranda, Matt Cravets, Zhaoqing Ding, Thao Duong-Verlé, David Mattola, Robert F. Roscigno, Ravikumar Sitapara, Lawrence S. Zisman, Jean-Marie Bruey, Hossein-Ardeschir Ghofrani

Department of Medicine Faculty Publications

[Introduction] To the Editor: Pulmonary arterial hypertension (PAH) is a progressive disease characterized by obstructive pulmonary arterial remodeling (1). Seralutinib, an investigational inhaled tyrosine kinase inhibitor, potently and selectively targets kinases relevant to PAH pathobiology including platelet-derived growth factor receptors (PDGFR) α and β, colony stimulating factor 1 receptor (CSF1R), and mast/stem cell growth factor receptor kit (c-KIT) (2). In preclinical models, seralutinib improved cardiopulmonary hemodynamics, reversed pulmonary vascular pathology and decreased right ventricular hypertrophy (3). In TORREY, a phase 2, multicenter, double-blind, randomized, placebo-controlled trial in PAH, seralutinib significantly reduced pulmonary vascular resistance (PVR) after 24 weeks with good …

Antibody-Drug Conjugates Beyond Her2 In Non-Small Cell Lung Cancer (Nsclc): Mechanisms, Emerging Targets, And Future Directions, Ahmed Ismail, Akash Desai, George R. Simon, Yanis Boumber

Department of Medicine Faculty Publications

Antibody–drug conjugates (ADCs) are a rapidly evolving class of oncology therapeutics that enable precise delivery of potent cytotoxic agents to tumor cells while minimizing systemic toxicity. While HER2-targeted ADCs such as trastuzumab deruxtecan (T-DXd) in HER2-mutant, Datopotamab deruxtecan (Dato-Dxd) in EGFR-mutant, and telisotumumab vedotin (Teliso-V) in MET IHC 3+ expressing lung cancer have already established a clinical role in non-small cell lung cancer (NSCLC), multiple ADCs targeting alternative antigens, including additional TROP2 ADCs, HER3, MET, CEACAM5, B7-H3, Nectin-4, and others, are now in advanced clinical development. This review synthesizes the current evidence for non-HER2 ADCs in NSCLC, highlighting mechanisms of …

Enlarging Fingertip Nodule Mimicking A Pyogenic Granuloma In A Man In His 60'S, Avery H. Seward, Jocelyn H. Larocque, Stephen M. Hughes

Department of Medicine Faculty Publications

[Case presentation] A man in his 60's with a history of hypertension, hyperlipidemia, and resected colon cancer in remission presented with a 4-month history of an enlarging nodule on the right fourth fingertip. The patient recalled having a splinter removed from the same site a few weeks prior to the development of the lesion. The lesion was initially diagnosed by an orthopaedist as a pyogenic granuloma (Figure 1a), and the patient was advised to apply table salt to the area several times daily. However, the lesion continued to enlarge over 3 months with occasional bleeding and mild tenderness. Physical examination …

Dietary Intake Of Micro- And Nanoplastics: Potential Adverse Gi Effects On Microbiome, Inflammation, And Neoplasia, Michael Saadeh, Gordon Hong, Sana Rabeeah, Priyata Dutta, Edward C. Oldfield, Iv, David A. Johnson

Department of Medicine Faculty Publications

Micro- and nanoplastics (MNPs) are pervasive in food-contact environments and the human diet, positioning the gastrointestinal (GI) tract as the primary portal of entry and a plausible site of early biological effects. Human exposure is supported by detection of microplastics in stool and colon tissue, and emerging clinical studies report associations between fecal microplastic burden and GI disease states, including inflammatory bowel disease (IBD) and colorectal cancer (CRC). Preclinical studies provide mechanistic plausibility, reporting that ingested MNPs can modulate microbial ecology, alter mucus membrane integrity, increase intestinal permeability through changes in cellular tight junction biology, and induce inflammatory gene expression. …

Percutaneous Closure Of Ventricular Septal Rupture After Myocardial Infarction:, Thomas A. Cook, Simone K. Schumaecker, Anjani Patibandla, Nicholas J. Valle, Matthew R. Summers

Department of Medicine Faculty Publications

BACKGROUND: Ventricular septal rupture (VSR) following acute myocardial infarction is a rare but deadly complication with mortality rates exceeding 90% when left untreated. Coronary ischaemia leads to myocardial necrosis and friability resulting in septal rupture, most commonly 3-5 days post-infarction. The sudden development of a left-to-right shunt causes volume overload in the right ventricle, pulmonary vasculature, and left atrium, precipitating biventricular failure, and cardiogenic shock. Management requires careful consideration of timing and modality of closure along with stabilization with mechanical circulatory support in severe cases.

CASE SUMMARY: A 65-year-old female presented with anterior ST-segment elevation myocardial infarction complicated by VSR …

Failure Rates And Patient-Reported Outcomes Are Similar Across 5 Arthroscopic, Suprapectoral Bicepts Tenodesis Fixation Techniques, Senah E. Stephens, Samantha M. Strohm, Rachael M. Shaughnessy, Katherine S. Worcester, Kevin F. Bonner

Department of Medicine Faculty Publications

Purpose

To compare failure rates and patient‐reported outcome measures (PROMs) across 5 arthroscopic, suprapectoral biceps tenodesis fixation techniques: tenodesis screw, tenodesis anchor, expanding tenodesis anchor, onlay with single all‐suture anchor, and soft tissue tenodesis in the bicipital groove with suture.

Methods

This was a retrospective cohort study approved by the Institutional Review Board, including patients age 18 years or older who underwent arthroscopic, suprapectoral biceps tenodesis between 2014 and 2024 with a minimum of 6 months of clinical follow‐up. Exclusion criteria included cervical pathology, chronic pain syndromes, revisions, and workers' compensation cases. Patients completed PROMs including pain Visual Analog Scale …

Combined Snare And Buddy-Balloon Strategy For Failed Valve Crossing In Valve-In-Valve Transcatheter Aortic Valve Replacement, Hira Sarfraz, Muhammad U. Javed, Parth K. Parikh, Joshua A. Cohen, Raymond L. Benza, Matthew R. Summers, Deepak R. Talreja

Department of Medicine Faculty Publications

Background Retrograde valve crossing during valve-in-valve transcatheter aortic valve replacement (ViV TAVR) may fail despite modern delivery systems. Case Summary A 67-year-old man with a degenerated 27-mm Magna Ease bioprosthesis and unfavorable aortic geometry (kinked ascending aorta at a prior surgical graft site) underwent ViV TAVR, where retrograde valve crossing failed despite multiple stiff guidewires and snare traction alone. Successful delivery of a 29-mm Evolut FX+ was ultimately achieved by combining gooseneck-snare traction for coaxial realignment with a partially inflated Tyshak buddy balloon acting as a mechanical ramp across the surgical valve frame. Discussion This case demonstrates a structured, stepwise …

Selenium And Liver Steatosis And Fibrosis: Opposing Direct And Steatosis-Mediated Associations In A Large Cohort, Neda Rehan, Jubilee Benedict, Rehan Qayyum

Department of Medicine Faculty Publications

Background and Aims

Epidemiologic studies have reported conflicting associations between selenium exposure and liver disease. Whether selenium exerts opposing direct and steatosis-mediated effects on liver fibrosis is unknown. To evaluate the associations of blood selenium with elastography-defined hepatic steatosis and fibrosis and to determine whether hepatic steatosis mediates the relationship between selenium and fibrosis.

Methods

We conducted a cross-sectional analysis of adults aged >= 18 years in NHANES 2017-2023. Hepatic steatosis was assessed using the controlled attenuation parameter (CAP) and fibrosis using liver stiffness measurement (LSM). Blood selenium was categorized into quartiles. Survey-weighted multivariable linear regression and structural equation modeling …

Seasonal And Geographic Patterns Of Gastroschisis In Canada: Protective Effect Of Periconceptional Sunlight Exposure, Shiliang Liu, Shin Jie Yong, Dunjin Chen, Gavin C. Hughes, Claude L. Hughes

Department of Medicine Faculty Publications

Background: Gastroschisis is a right-sided, full-thickness defect with extra-amnionic herniation of abdominal contents directly into the amniotic cavity. The causes of gastroschisis remain obscure. We hypothesized that limited periconceptional sunlight exposure might lead to insufficient vitamin D during fetal development and play a role in gastroschisis etiology.

Methods: We conducted a population-based cohort study of infants conceived in Canada between April 2006 and March 2020. We used winter months (i.e., November and December) and northern geographic latitudes as indicators of insufficient sunlight exposure, while summer months (July and August) and southern geographic latitudes were considered as reference. We examined the …

Glucagon-Like Peptide Receptor Agonists (Glp-1ras) As Cardiovascular Risk Modifiers In Obstructive Sleep Apnea And Obesity: A Real-World Study, Jaeun Ahn, Junmin Song, Kyle Admire, Yu Chang, Kuan-Yu Chi, Nathaniel T. Gordon, Joshua M. Sill

Department of Medicine Faculty Publications

Introduction

Obstructive sleep apnea (OSA) is a well-established risk factor for cardiovascular disease. Glucagon-like peptide-1 receptor agonists (GLP-1RAs) have demonstrated potential in reducing cardiovascular risk and improving OSA severity. However, a significant knowledge gap remains regarding the impact of GLP-1RAs on cardiovascular events in OSA patients.

Methods

We examined patients with a BMI over 30 diagnosed with OSA between January 2010 and November 2021 without a previous diagnosis of heart failure, pulmonary hypertension, or myocardial infarction. Two cohorts were created: those prescribed GLP-1RAs within 1 year of their OSA diagnosis and patients who were never prescribed GLP-1RAs. Propensity score matching …

International Myositis Assessment And Clinical Studies Guidelines For Risk-Based Cancer Screening: An External Validation In Patients With Dermatomyositis Seen At A Metropolitan Academic Center, Isabel Silva, Jasper Dayanan, Alexandra Nigro, Capriana Jiang, Ma Georgina Erfe, Trixie Rivera, Saakshi Khattri

Department of Medicine Faculty Publications

Objective

Dermatomyositis (DM) is an idiopathic inflammatory myopathy (IIM) characterized by muscle weakness, skin findings, and increased malignancy risk. Cancer risk is greatest in the three years before or after DM onset, termed paraneoplastic DM. The International Myositis Assessment and Clinical Studies Group (IMACS) set forth evidence-based guidelines for risk stratification and cancer screenings for newly diagnosed patients with IIM. '

Methods

We retrospectively reviewed the records of 413 patients with a known diagnosis of DM or clinically amyopathic DM at the Mount Sinai Health System (2019-2024). Demographics, clinical findings, laboratory results, myositis autoantibody panels, and cancer screening or diagnosis …

Platypnea-Orthodeoxia Syndrome Caused By A Patent Foramen Ovale And Interatrial Septal Aneurysm: A Case Report, Abes A. Bautista Neughebauer, Raymond L. Benza, Deepak Talreja

Department of Medicine Faculty Publications

Platypnea-orthodeoxia syndrome (POS) is a rare condition characterized by positional hypoxemia, often due to right-to-left shunting across a patent foramen ovale (PFO) despite normal right-sided pressures. Early recognition is essential as symptoms may be subtle and imaging is often unrevealing. A 78-year-old female patient with a known PFO presented with one week of lower abdominal pain and mild exertional dyspnea without chest pain. She was profoundly hypoxic to 76% on room air, with improvement when supine and worsening when upright. Initial labs were unremarkable, and arterial blood gas revealed primary respiratory alkalosis with severe hypoxemia. Despite unremarkable chest radiography, CT …

Educational Case: Hidradenitis Suppurativa, Ryan C. Saal, Linnea Lackstrom Westerkam, Cristo A. Carrasco Mendoza, Paul B. George, Christopher J. Sayed

Department of Medicine Faculty Publications

[Introduction] The following fictional case is intended as a learning tool within the Pathology Competencies for Medical Education (PCME), a set of national standards for teaching pathology. These are divided into three basic competencies: Disease Mechanisms and Processes, Organ System Pathology, and Diagnostic Medicine and Therapeutic Pathology. For additional information, and a full list of learning objectives for all three competencies, see https://doi.org/10.1016/j.acpath.2023.100086.1¹

Objective SK1.1: Pathophysiology of changes in the skin. Describe the pathophysiologic basis for changes in the color, surface texture, swelling, temperature, and sensitivity of skin.

Competency 2: Organ system pathology, Topic: Skin (SK); Learning Goal 1: …

Transatrial Balloon-Expandable Valve Implantation For Severe Mitral Annular Calcification With Native Leaflet Sealing, Omar Saleh, Rishab Agarwal, Israa Saleh, Nicholas Valle, Joshua Dolsen, Raymond L. Benza, Deepak R. Talreja, Clinton D. Kemp, Matthew R. Summers, Christopher M. Sciortino

Department of Medicine Faculty Publications

Background: Severe mitral annular calcification (MAC) limits mitral intervention options. Transseptal valve-in-MAC (ViMAC) transcatheter mitral valve replacement (TMVR) risks neo-left ventricular outflow tract (neo-LVOT) obstruction and paravalvular leak, while surgical replacement requires extensive annular reconstruction.

Case Summary: We report 3 high-risk patients with severe MAC (computed tomography [CT]-based MAC scores 7-10) who underwent open transatrial valve-in-MAC TMVR via a balloon-expandable valve after CT-based simulation and multidisciplinary heart review identified increased risk of valve malapposition or neo-LVOT obstruction precluding transseptal approach. Native anterior mitral leaflet tissue was preserved, everted, and fixed to the bioprosthetic valve cuff, creating a seal to address …

Regional Pain Is Associated With Functional Performance In People With Parkinson's Disease, Ryan P. Duncan, Monica R. Hendricksen, Luke Ekdahl, Kevin Smaller, Benjamin Friedman, Miriam R. Rafferty

Department of Medicine Faculty Publications

Background and Purpose:

Little is known about how pain influences physical function in people with mild Parkinson disease (PwPD). The purpose of this study was to investigate the association between physical function and pain presence, location, and intensity in PwPD who were evaluated in an early physical therapy program.

Methods:

Retrospective cross-sectional analysis of electronic medical records from patients with PD evaluated at a single center (2016-2023). Pain presence, location, and intensity (0-10 scale) were recorded at the initial physical therapy evaluation. Functional outcomes included 5-time sit-to-stand, 10-meter walk test, 6-minute walk test, timed up and go, mini-BESTest, and Functional …

An Analysis Of Heart Failure Among Cancer Patients In The United States Between 1999 And 2020, Abes A. Bautista Neughebauer, Deepak Talreja, Apostolos Gaitanidis

Department of Medicine Faculty Publications

Background: Cancer and heart failure (HF) are highly prevalent in the population and can co-exist, due to shared risk factors and an aging population. The HF-related mortality burden in cancer patients across in the United States (US) remains poorly understood. The goal of this study is to evaluate the patterns of HF-related deaths among cancer patients in the United States.

Methods: A retrospective analysis was performed using the Centers for Disease Control and Prevention (CDC) WONDER Multiple Cause of Death database between years 1999 and 2020. HF-related deaths were defined as death certificates listing HF as a contributing cause of …

All-Inside Arthroscopic Technique For Repairing Radial Meniscus Tears At The Anterior Horn-Body Junction, Brandon Omari Boyd, Robert M. Walker, Harrison A. Volaski, Ferdinand J. Chan

Department of Medicine Faculty Publications

Radial meniscus tears are a common tear pattern that, if left untreated, can ultimately lead to accelerated degenerative changes and disability. There is well-established evidence that supports meniscal preservation in patients with radial meniscus tears. Various surgical techniques are used to repair radial tears, including inside-out, outside-in, and all-inside methods. Self-retrieving all-inside devices are a safe option when repairing radial tears. However, radial tears at the junction of the anterior horn and body present a unique surgical challenge, as surgeons may have difficulty maneuvering the jaws of the self-retrieving suture device around the anterior limb of the meniscal tear. We …

Metabolic Dysfunction-Associated Steatotic Liver Disease And Circadian Rhythm: Current Understanding And Implications For Future Therapeutic Interventions, William K. Slover, Ashley V. Huang, Steve M. D'Souza, Edward C. Oldfield, David A. Johnson

Department of Medicine Faculty Publications

Metabolic dysfunction-associated steatotic liver disease (MASLD), defined by the American Association for the Study of Liver Diseases as hepatic steatosis with at least one cardiometabolic risk factor, affects approximately 30-40% of adults worldwide. This condition may progress to fibrosis, cirrhosis, and hepatocellular carcinoma. The rising prevalence, alongside obesity and type 2 diabetes, underscores the need for early risk stratification and integrated therapeutic strategies. Circadian homeostasis, orchestrated by the suprachiasmatic nucleus and core clock gene feedback loops, synchronizes hepatic metabolic pathways with environmental light-dark cycles. The objective of this review is to evaluate the role of circadian disruption and metabolic dysfunction …

Dual Clinical Presentation Of A Birthmark: A Quiz, Avery H. Seward, Jacqueline E. Leyrer, Sarah H. Carlock

Department of Medicine Faculty Publications

[Introduction] A man in his early 30s presented with a longstanding birthmark on the lift thigh that was first noticed at age 12. As a teenager, the lesion was treated with a CO2 laser at an outside institution; however, the lesion continued to slowly enlarge over the past several years. The patient reported recurrent irritation and swelling from a construction safety harness with occasional bleeding and frequent bruising. Recently, the area became inflamed, prompting an ER visit, where the patient was evaluated for cellulitis, underwent a normal ultrasound and was placed on cephalexin 500 gm twice daily for 10 days.

Microplastics, Nanoplastics, And Obesity: Current Evidence And Biological Mechanisms, Maram Albandak, Sanam Rabeeah, Ahmad Mahdi Zahidi, David A. Johnson

Department of Medicine Faculty Publications

Obesity is a rapidly growing global health concern. The pathogenesis is complex and cannot be fully explained by lifestyle factors alone. The increasing attention towards this concern has finally been directed towards environmental contributors which may influence metabolic regulation. Microplastics and nano-plastics (MNPs) are ubiquitous environmental pollutants that have recently been detected in food, drinking water, air, and human biological samples, raising concerns about their potential role in metabolic disorders, including obesity. Chronic exposure to MNPs may interfere with metabolic homeostasis through multiple biological pathways. Emerging evidence, including both experimental and animal studies, reports alterations in lipid metabolism, body weight, …

Differential Impact Of Catheter Ablation Across Heart Failure Phenotypes In Atrial Fibrillation: A Grade Assessed Systematic Review And Meta-Analysis, Faizan Ahmed, Ayesha Zulfiqar, Mohamed Nasser Elshabrawi, Omama Ayatullah, Sheraz Qasim, Hira Sarfraz, Haris Bin Tahir, Faseeh Haider, Maryam Fatima, Syed Ahmed Ali Shah, Ameema Kaleem, Muhammad Taha Altaf, Muhammad Bin Aslam Zahid, Nazila Dalir, Manal Zia, Amro Taha, Abdul Qadeer, Bhavin Patel, Khurram Arshad

Department of Medicine Faculty Publications

Introduction: Atrial fibrillation (AF) is highly prevalent in heart failure (HF) and is linked to increased mortality and hospitalization in both preserved (HFpEF) and reduced ejection fraction (HFrEF). Catheter ablation (CA) has emerged as an effective rhythm-control strategy beyond medical therapy (MT), but phenotype-specific differences remain unclear. We compared the efficacy and safety of CA versus MT in AF with HFpEF or HFrEF.

Methods: PubMed, Embase, Scopus, and Cochrane databases were searched through December 2025. Random-effects meta-analyses were conducted in R (version 4.5.3), reporting risk ratios (RRs) and mean differences (MDs) with 95% confidence intervals (CIs).

Results: Fifteen studies involving …

T-Cells May Represent A Novel Biomarker For Female Pattern Hair Loss, Juan Marrero Berrios, Iain Noel Encarnacion, Noelle Desir, Aman Prasad, Matthew Hedberg, Susan Taylor, John T. Seykora

Department of Medicine Faculty Publications

[Introduction] Androgenetic alopecia (AGA) is a common non-scarring alopecia classically attributed to androgen sensitivity and genetics. Histopathologic studies have identified perifollicular and perivascular lymphocytic and histiocytic infiltrates, through the composition and clinical relevance of this infiltrate have not been fully characterized.¹ Our study aims to address this gap through detailed quantitative immunohistochemical characterization (IHC) of the inflammatory infiltrate in female patients with AGA compared to telogen effluvium (TE), a non-inflammatory control.

Defining Clinically Meaningful Within-Patient Changes In Heart Failure: Jacc Heart Failure Position Statement, Amin Yehya, Rebecca Hahn, Barry Borlaug, Victoria Delgado, Andrew Ambrosy, Ross Arena, Nosheen Reza, Gregory Lewis, Natalie Tapaskar, Salvatore Carbone, Cynthia Chauhan, Mitchell A. Psotka, Norman Stockbridge, James Januzzi, Javed Butler, Jennifer Cowger, Biykem Bozkurt, John Spertus

Department of Medicine Faculty Publications

Heart failure (HF) clinical trials increasingly rely on diverse endpoints beyond mortality, including hospitalizations, imaging, hemodynamic status, biomarkers, functional capacity, and patient-reported outcomes. Although statistically significant differences between treatment groups are commonly reported, interpreting whether these changes are clinically meaningful for individual patients remains challenging. This JACC: Heart Failure position statement proposes a pragmatic framework for defining clinically meaningful within-patient change across commonly used HF outcomes by integrating measurement variability, prognostic associations, and patient-anchored evidence where available. Relative and absolute risk reductions should both inform interpretation of clinical events, while imaging, hemodynamic, biomarker, and functional measures require changes exceeding measurement …

Drug-Induced Lichen Planus Associated With Ocrelizumab, Avery Seward, John D. Strickley, Jeffrey P. Callen

Department of Medicine Faculty Publications

This case report highlights recurrent cutaneous lichen planus as a rare adverse effect of ocrelizumab, with flares occurring after each infusion and improving with prophylactic prednisone. Recognizing this association may help clinicians diagnose and manage similar cases while allowing patients to continue an otherwise effective therapy.

A New Kind Of Muslim?: Islamic Identity, Digital Media And Youth In Oman, The "Switzerland Of The Middle East.", Paulo C. Oliveira

Faculty Publications

No abstract provided.

The Measure Of Librarianship: How Accessibility, Compassionate Service, And Practical Action Reveal The Heart Of Adventist Librarianship, Zorislav Plantak

Faculty Publications

No abstract provided.

Understanding Educators’ Perceived Barriers On Generative Ai Use For P-12 Education: An Exploratory Study, Sohyun Yang Ph.D., Gary Andersen Ph.D., Elodie Jones Ph.D., Phillip A. Olt Ed.D.

Advanced Education Programs Faculty Publications

This study explored P-12 educators' perceptions of generative artificial intelligence (GenAI) for teaching through a qualitative approach using thematic analysis (Braun & Clarke, 2006). Data were collected via a researcher-developed survey examining the barriers P-12 educators perceived related to GenAI use in teaching, administered to 119 educators enrolled in an online educator preparation program in a Midwestern state. The findings showed four levels of perceived barriers: educator, student, institution, and technology. Educator-related barriers included educators' lack of knowledge and readiness to use AI, the need for relevant training, their pedagogical beliefs, and professional identities. Student-related barriers included concerns about students’ …

Changes Of Rna Expression In Aging Periodontal Ligament Cells, Su Kang Kim, Ju Ri Ye, Gyutae Kim, Ju Yeon Ban, Sang Wook Kang

Journal of Dental Sciences

Background/purpose: Aging is a major risk factor for periodontal disease and is associated with impaired tissue homeostasis and regenerative capacity. The periodontal ligament (PDL) plays a central role in periodontal integrity; however, the molecular mechanisms underlying PDL cell aging remain incompletely understood.

Materials and methods: In this study, we established an in vitro passage-dependent cellular aging model using human periodontal ligament fibroblasts serially passaged from early to late stages. Transcriptomic changes associated with aging were analyzed using RNA sequencing, followed by principal component analysis, hierarchical clustering, pathway enrichment, and protein–protein interaction network analyses.

Results: Global transcriptomic profiling revealed that PDL …