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Quality Improvement Project: Standardized Medication Reconciliation Process Training: A Path To Improve Staff Medication Confidence, Christologus Obi Nov 2025

Quality Improvement Project: Standardized Medication Reconciliation Process Training: A Path To Improve Staff Medication Confidence, Christologus Obi

Doctor of Nursing Practice Projects

Medication reconciliation represents a critical safety process in psychiatric healthcare, where medication discrepancies affect up to 67% of hospitalized patients, with 30-40% potentially causing significant harm. This quality improvement project implemented a standardized medication reconciliation training program at a Texas mental health facility to address knowledge and confidence gaps among clinical staff. Using Kotter's 8-Step Change Model and the Iowa Model of Evidence-Based Practice, this quasi-experimental pre-post intervention study delivered three 30-minute interactive sessions to 12 multidisciplinary healthcare professionals. The evidence-based intervention introduced a 3-phase reconciliation model focused on obtaining accurate medication histories, documentation, and discrepancy resolution. Data collection used …


A Rare Titin Gene Mutation Causing Hypertrophic Cardiomyopathy In An Omani Individual, Kumayl Al-Lawati, Madan M. Maddali Nov 2025

A Rare Titin Gene Mutation Causing Hypertrophic Cardiomyopathy In An Omani Individual, Kumayl Al-Lawati, Madan M. Maddali

Sultan Qaboos University Medical Journal

Hypertrophic cardiomyopathy is a genetic disorder in which the interventricular septum is typically more severely hypertrophied compared to other segments of the myocardium. We report a 18-year-old woman who presented in 2024 to a tertiary cardiac care centre in Muscat, Oman, with a history of anterolateral accessory pathway ablation who developed burning chest pain after stress. Transthoracic echocardiography revealed generalised left ventricular hypertrophy with maximal thickness in the infero-lateral wall with mid-cavity obstruction. The symptoms necessitated bisoprolol and disopyramide treatment. As there was an increased risk of sudden cardiac death due to left ventricular wall thickness of more than 30 …


Early Determination Of The Dorsal-Ventral Axis In Endochondral Ossification In Mice, Sixun Wu, Hirotaka Matsumoto, Jumpei Morita, Mina Yamabe, Azumi Noguchi, Shinsuke Ohba, Noriaki Ono, Yuki Matsushita Nov 2025

Early Determination Of The Dorsal-Ventral Axis In Endochondral Ossification In Mice, Sixun Wu, Hirotaka Matsumoto, Jumpei Morita, Mina Yamabe, Azumi Noguchi, Shinsuke Ohba, Noriaki Ono, Yuki Matsushita

Faculty, Staff and Student Publications

Endochondral ossification is a highly coordinated process involving distinct progenitor cell populations within the mesenchymal condensation and subsequent cartilage anlage and perichondrium, all of which drive skeletal formation. Cell-type specific lineage tracing conducted to understand fetal bone development has revealed various fates of early skeletal cells. However, the underlying continuous and precise cellular dynamics of fetal skeletal cells, particularly along the dorsoventral axis, remain unclear. Here, we show that spatiotemporally specific skeletal progenitor cells in the early developmental stage contribute to the dorsal-ventral axis in a manner that is strictly determined during initial developmental stages. Lineage-tracing experiments using Fgfr3-creER and …


Is Complexity Virtuous?, Ryan Elmore, Jack Strauss Nov 2025

Is Complexity Virtuous?, Ryan Elmore, Jack Strauss

Business Information and Analytics: Faculty Scholarship

(Kelly et al., 2024) show that increasing complexity in linear models, with potentially thousands of predictors, is "virtuous". Their work contradicts the dogma of model selection, including the Principles of Parsimony and Occam's Razor. They find that when the number of predictors far exceeds the number of observations, the bias-variance trade-off breaks down, the variance declines, and the Sharpe ratio increases. In the context of ridge regression, we find that very high complexity coupled with large penalty terms (excessive shrinkage) generate forecasts that converge to a rolling window of past returns. For example, we show the past twelve-month moving average …


The Gut Microbiome In Stevens-Johnson Syndrome And Sjögren's Disease: Correlations With Dry Eye, Luciana Frizon, Talita Trevizani Rocchetti, André Frizon, Rafael Jorge Alves De Alcântara, Cintia S De Paiva, José Álvaro Pereira Gomes Nov 2025

The Gut Microbiome In Stevens-Johnson Syndrome And Sjögren's Disease: Correlations With Dry Eye, Luciana Frizon, Talita Trevizani Rocchetti, André Frizon, Rafael Jorge Alves De Alcântara, Cintia S De Paiva, José Álvaro Pereira Gomes

Faculty, Staff and Students Publications

Changes in gut microbial composition may influence mucosal immune responses and contribute to systemic autoimmune manifestations. In this pilot exploratory study, we investigated and compared the gut microbiome in patients with Stevens–Johnson syndrome (SJS), patients with Sjögren’s disease (SjD), and healthy controls, using next-generation sequencing (NGS), and assessed correlations with dry eye parameters. The study included 10 patients with SJS matched by age and sex to 10 healthy controls, and 10 patients with SjD matched to an additional set of 10 healthy controls. Dry eye parameters were employed to evaluate dry eye disease (DED). Microbiome profiles were determined using next-generation …


Nurturing A Culture Of Total Quality Management (Tqm): Continuous Improvement And Innovation In Heis: A Systematic Review Of Theories, Frameworks/Models, Policies And Strategies, Insights From The Globe, Seid Yimam Mohammed, Nilam C Panchal Nov 2025

Nurturing A Culture Of Total Quality Management (Tqm): Continuous Improvement And Innovation In Heis: A Systematic Review Of Theories, Frameworks/Models, Policies And Strategies, Insights From The Globe, Seid Yimam Mohammed, Nilam C Panchal

Management Dynamics

In an era marked by rapid technological advancements and shifting workforce dynamics, and industry needs, the need for quality improvement is growing rapidly. This has made a culture of continuous improvement and innovation central to transforming higher education. A systematic review, guided by the PRISMA guidelines, was conducted to explore relevant theoretical concepts, frameworks/models, policies, strategies, and future research directions in nurturing culture in this context. Articles collected from Scopus, G/scholar, Dimensions, and POP bibliometric were used to extract as well as filter eligible articles. Of the 29 articles finally considered, most focus on innovation culture rather than CI culture. …


Burnout Assessment Tool Development And Validation For Healthcare Workers: A Psychometric Approach Using Rasch Modelling And Exploratory Factor Analysis, Rosnah Ismail, Suriya Kumareswaran Vallasamy Nov 2025

Burnout Assessment Tool Development And Validation For Healthcare Workers: A Psychometric Approach Using Rasch Modelling And Exploratory Factor Analysis, Rosnah Ismail, Suriya Kumareswaran Vallasamy

Kesmas

Burnout remains a significant occupational threat to healthcare workers (HCWs). Existing instruments, e.g., the Maslach Burnout Inventory, have limited applicability in healthcare-specific contexts. This study aimed to develop and validate the Burnout Scale for Assessing Stress in Healthcare Workers (BSAS-HCW), designed to measure cognitive and emotional exhaustion. A cross-sectional survey was conducted among 245 Malaysian HCWs representing diverse roles, including staff nurses (57.7%), house officers (14.3%), medical officers (13.5%), specialists (5.7%), pharmacists (4.5%), and other HCWs. Exploratory factor analysis revealed a two-factor structure with strong internal consistency (Cronbach's alpha: cognitive = 0.95; emotional = 0.97), and all items loaded above …


Post-Release Health Insurance Utilization Among Ex-Prisoners: A Scoping Review, Icha Khaerunnisa, Megah Andriany, Luky Dwiantoro Nov 2025

Post-Release Health Insurance Utilization Among Ex-Prisoners: A Scoping Review, Icha Khaerunnisa, Megah Andriany, Luky Dwiantoro

Kesmas

The lack of health insurance coverage after prison release significantly reduces access to essential healthcare services, hindering the continuity of care during community reintegration. The evidence on studies of health insurance use following prison release is limited. This scoping review aimed to summarize research on health insurance utilization after release from prison. Literature searches were conducted across databases including ScienceDirect, PubMed, and Scopus. Relevant articles were selected through a two-stage screening process. Data were extracted from the included studies and presented in tabular and descriptive formats. The keywords used were "health insurance AND post-release" and "inmates OR prisoners." This scoping …


Protrack3d: A Comprehensive Tool For Segmentation And Tracking Of Proteins With Split And Fusion, Ramu Gautam, Yang Jiao, Yasong Pang, Mo Weng, Mei Yang Nov 2025

Protrack3d: A Comprehensive Tool For Segmentation And Tracking Of Proteins With Split And Fusion, Ramu Gautam, Yang Jiao, Yasong Pang, Mo Weng, Mei Yang

Electrical & Computer Engineering Faculty Research

Background: Quantitatively tracking subcellular protein puncta over time is critical for understanding protein functions and related cellular processes, as many proteins assemble into discrete protein puncta when performing functions. Monitoring these protein puncta over an extended period enables the quantitation of their dynamic behaviors, such as repositioning, remodeling, and inter-object interactions such as fusion and split. These characteristics are essential for deciphering the underlying regulatory mechanisms of protein function. However, tracking protein puncta is challenging due to these clusters undergoing rapid and complex temporal changes.

Results: To address these challenges, a comprehensive tool ‘ProTrack3D’ is developed. It implements a multi-stage …


The Tamads2-Tatbl21 Module Enhances Wheat Resistance To Stripe Rust By Activating Tagkl-Mediated Immunity, Shijia Zhao, Hao Chu, Yanan Lu, Jiaqi Chen, Xu Wang, Guangxiang Tian, Mingjing Zhang, Pengyu Song, Yanhui Zhang, Guihua Bai, Gangming Zhan, Zhensheng Kang, Wenming Zheng, Zhengqing Fu, Na Liu Nov 2025

The Tamads2-Tatbl21 Module Enhances Wheat Resistance To Stripe Rust By Activating Tagkl-Mediated Immunity, Shijia Zhao, Hao Chu, Yanan Lu, Jiaqi Chen, Xu Wang, Guangxiang Tian, Mingjing Zhang, Pengyu Song, Yanhui Zhang, Guihua Bai, Gangming Zhan, Zhensheng Kang, Wenming Zheng, Zhengqing Fu, Na Liu

Faculty Publications

Wheat stripe rust (Puccinia striiformis f. sp. tritici, Pst) poses a catastrophic threat to global food security. While MADS-box transcription factors regulate development and abiotic stress, their roles in plant-pathogen immunity remain enigmatic. In this study, we identified TaMADS2, a Pst-induced MADS-box gene, as a positive regulator of wheat resistance. Functional analyses demonstrated that TaMADS2 overexpression significantly enhanced Pst resistance, whereas its knockdown rendered wheat more susceptible. Further investigation revealed that TaMADS2 interacts with trichome birefringence-like protein 21 (TaTBL21) to activate glycerol kinase-like (TaGKL) expression. Silencing TaGKL in wild-type or TaMADS2-overexpressing lines …


Assessing The Impact Of Cultural Competence Training For Providers Serving Native Americans, Chinazo Obi Nov 2025

Assessing The Impact Of Cultural Competence Training For Providers Serving Native Americans, Chinazo Obi

Doctor of Nursing Practice Projects

The United States is a culturally diverse nation, yet many healthcare providers report challenges in delivering care that respects cultural values and traditions. Within mental health settings, this gap is especially concerning for Native American populations, who experience disproportionately high rates of mental health conditions and face barriers to culturally responsive care. The purpose of this quality improvement project was to assess the impact of a cultural competence education and training intervention on mental health providers’ knowledge and self-efficacy in delivering culturally competent care to Native American patients. Guided by Leininger’s Culture Care Theory of Diversity and Universality and the …


Impact Of Common Variants On Brain Gene Expression From Rna To Protein To Schizophrenia Risk, Qiuman Liang, Yi Jiang, Annie W Shieh, Dan Zhou, Rui Chen, Feiran Wang, Meng Xu, Mingming Niu, Xusheng Wang, Dalila Pinto, Yue Wang, Lijun Cheng, Ramu Vadukapuram, Chunling Zhang, Kay Grennan, Gina Giase, Kevin P White, Junmin Peng, Bingshan Li, Chunyu Liu, Chao Chen, Sidney H Wang Nov 2025

Impact Of Common Variants On Brain Gene Expression From Rna To Protein To Schizophrenia Risk, Qiuman Liang, Yi Jiang, Annie W Shieh, Dan Zhou, Rui Chen, Feiran Wang, Meng Xu, Mingming Niu, Xusheng Wang, Dalila Pinto, Yue Wang, Lijun Cheng, Ramu Vadukapuram, Chunling Zhang, Kay Grennan, Gina Giase, Kevin P White, Junmin Peng, Bingshan Li, Chunyu Liu, Chao Chen, Sidney H Wang

The Brown Foundation: Institute of Molecular Medicine

Genetic variants influencing gene expression have been extensively studied at the transcriptional level. How these variants affect downstream processes remains unclear. We quantitated ribosome occupancy in prefrontal cortex samples from the BrainGVEX cohort and integrated these data with transcriptomic and proteomic profiles from the same individuals. Through cis-QTL mapping, we identified genetic variants associated with transcript level (eQTLs), ribosome occupancy (rQTLs), and protein level (pQTLs). Notably, only 34% of eQTLs have their effects propagated to the protein levels, suggesting widespread post-transcriptional attenuation. Using both a gene-based approach and a variant-based approach we identified omics-specific QTLs that associated with brain disorder …


Challenges And Policies For Female Sex Workers’ Readiness To Participate In Pre-Exposure Prophylaxis Program: An Explorative Qualitative Study, Rico Januar Sitorus, Anita Rahmiwati, Diana Dewi Sartika, Elvi Sunarsih, Asri Maharani Nov 2025

Challenges And Policies For Female Sex Workers’ Readiness To Participate In Pre-Exposure Prophylaxis Program: An Explorative Qualitative Study, Rico Januar Sitorus, Anita Rahmiwati, Diana Dewi Sartika, Elvi Sunarsih, Asri Maharani

Kesmas

The prevalence of human immunodeficiency virus is high among female sex workers (FSWs) in Indonesia, underscoring the need for integrated prevention strategies supported by strong government policies. This study aimed to investigate FSWs' willingness to participate in a pre-exposure prophylaxis (PrEP) program. This qualitative study employed semi-structured interviews with 20 participants residing in Pangkal Pinang City, Indonesia (4 stakeholders and 16 FSWs), recruited through purposive sampling. Data were collected from July to September 2024. This non-probability sampling method was adopted due to the focus on specific study objectives and a targeted population. The analysis of the interviews revealed three theme …


The Place Of Imagination In Being Placed, Howard Schaap Nov 2025

The Place Of Imagination In Being Placed, Howard Schaap

Faculty Work Comprehensive List

"If we don’t want to be flyover country, if we want to put some here here, the place to start is with prairie."

Posting about restoration and relationship in the places we live from In All Things, an online hub that offers insight into maintaining and faithful and orthodox Reformed Christian worldview while fearlessly engaging in every aspect of contemporary life – until all is made new.

The Place of Imagination in Being Placed


The Intersection Of Near-Death Experiences (Ndes) And Traumatic Brain Injury (Tbi): Neurobiological, Phenomenological, And Creative Implications, Diego Iacono, Gloria C Feltis Nov 2025

The Intersection Of Near-Death Experiences (Ndes) And Traumatic Brain Injury (Tbi): Neurobiological, Phenomenological, And Creative Implications, Diego Iacono, Gloria C Feltis

Department of Neurology Faculty Papers

Traumatic brain injury (TBI) and near-death experiences (NDEs) represent profound disruptions in brain function, often associated with dramatic changes in consciousness, self-perception, and behavior. While these events are typically studied for their pathological consequences, a growing body of evidence suggests they may also trigger unexpected cognitive and creative enhancements in a subset of individuals. We explore the intersection between TBI, NDEs, and the emergence of heightened artistic expression, integrating findings from neuroanatomy, neuropathology, genetics, and phenomenology. We examine how alterations in key brain networks - such as the default mode network, frontoparietal circuits, and limbic regions - may underpin shifts …


Quality Improvement Project: The Impact Of Staff Education On Utilization Of The Phq-9 Tool And Follow-Up Management Protocol, Shuntak Jerideau Nov 2025

Quality Improvement Project: The Impact Of Staff Education On Utilization Of The Phq-9 Tool And Follow-Up Management Protocol, Shuntak Jerideau

Doctor of Nursing Practice Projects

Depression is a prevalent mental health disorder that affects daily functioning. Timely screening enables the identification of symptoms, monitoring treatment efficacy, and informs additional treatment such as referrals. The practice site reported low screening rates of patient’s post-psychiatric hospitalization, which was attributed to inadequate knowledge of the PHQ-9 tool. The purpose of this quality improvement project was to evaluate the impact of staff education on the utilization of the PHQ-9 tool and follow-up management protocol in a mental health clinic. A quasi-experimental design method was used in an outpatient mental health clinic. Pretest knowledge of the PHQ-9 was obtained from …


Low Magnetic Fields Stimulate Cardiac Mitochondrial Bioenergetics With A Bell-Shaped Response: Possibly Via A Radical Pair Mechanism, Gisela Beutner, Huoy-Jen Yuh, Ilan Goldenberg, Douglas C. Wallace, George A. Porter, Arthur J. Moss, Shey-Shing Sheu Nov 2025

Low Magnetic Fields Stimulate Cardiac Mitochondrial Bioenergetics With A Bell-Shaped Response: Possibly Via A Radical Pair Mechanism, Gisela Beutner, Huoy-Jen Yuh, Ilan Goldenberg, Douglas C. Wallace, George A. Porter, Arthur J. Moss, Shey-Shing Sheu

Center for Translational Medicine Faculty Papers

Low magnetic fields (LMFs) of less than 1 × 10 3 Tesla (T) affect numerous biological processes, including plant growth and bird migration. At a cellular level, LMFs influence intracellular Ca2+ concentrations and generation of mitochondrial reactive oxygen species (mROS). However, the mechanisms that account for these effects are controversial. Here, by applying a static LMF, ranging from ~2.7 × 10 4 to ~1.9 × 10 3 T, to mitochondria isolated from adult rat hearts, a bell-shaped increase in State 3 respiration (S3R) was observed, up to 40 %. A similar LMF-induced increase in S3R was also observed in mitochondria …


The Impact Of Extramedullary And Paraskeletal Plasmacytomas On Treatment Outcomes In Multiple Myeloma Treated With Teclistamab: U.S. Myeloma Immunotherapy Consortium Real-World Experience, Aimaz Afrough, Danai Dima, Beatrice Razzo, Utkarsh Goel, Aishwarya Sannareddy, Oren Pasvolsky, Mariola Vazquez-Martinez, Christopher Ferreri, Rahul Banerjee, Jack Khouri, James Davis, Mahmoud Gaballa, Alex Lieberman-Cribbin, Masooma Rana, Kelley Julian, Faiz Anwer, Leyla Shune, Shaun Dejarnette, Ariel Grajales-Cruz, Evguenia Ouchveridze, Gabriel De Avila, Sandra Susanibar-Adaniya, Andrew Portuguese, Daniel Schrum, Erin Eberwein, Hitomi Hosoya, Lekha Mikkilineni, Gurbakhash Kaur, Joseph Mcguirk, Adriana Rossi, Megan Herr, Omar Castaneda, Frederick Locke, Shahzad Raza, Yi Lin, Shebli Atrash, Douglas Sborov, Peter Voorhees, Shambavi Richard, Alfred Garfall, Surbhi Sidana, Krina Patel, Doris Hansen, Andrew Cowan, Larry Anderson, Hans Lee Nov 2025

The Impact Of Extramedullary And Paraskeletal Plasmacytomas On Treatment Outcomes In Multiple Myeloma Treated With Teclistamab: U.S. Myeloma Immunotherapy Consortium Real-World Experience, Aimaz Afrough, Danai Dima, Beatrice Razzo, Utkarsh Goel, Aishwarya Sannareddy, Oren Pasvolsky, Mariola Vazquez-Martinez, Christopher Ferreri, Rahul Banerjee, Jack Khouri, James Davis, Mahmoud Gaballa, Alex Lieberman-Cribbin, Masooma Rana, Kelley Julian, Faiz Anwer, Leyla Shune, Shaun Dejarnette, Ariel Grajales-Cruz, Evguenia Ouchveridze, Gabriel De Avila, Sandra Susanibar-Adaniya, Andrew Portuguese, Daniel Schrum, Erin Eberwein, Hitomi Hosoya, Lekha Mikkilineni, Gurbakhash Kaur, Joseph Mcguirk, Adriana Rossi, Megan Herr, Omar Castaneda, Frederick Locke, Shahzad Raza, Yi Lin, Shebli Atrash, Douglas Sborov, Peter Voorhees, Shambavi Richard, Alfred Garfall, Surbhi Sidana, Krina Patel, Doris Hansen, Andrew Cowan, Larry Anderson, Hans Lee

Department of Medical Oncology Faculty Papers

Teclistamab, a bispecific antibody targeting B-cell maturation antigen (BCMA), is effective in relapsed or refractory multiple myeloma (RRMM), but its impact on patients with soft tissue plasmacytomas is unclear. We studied 385 RRMM patients treated with teclistamab at 13 U.S. centers through September 2023, with follow-up to April 2024. Soft tissue plasmacytomas were classified as true extramedullary disease (EMD; not contiguous with bone) or paraskeletal plasmacytomas (PSK; contiguous with bone). Patients with the simultaneous presence of both were classified as true-EMD, reflecting its adverse prognosis. Of those, 109 (28%) had true EMD, 33 (9%) had PSK, and 243 (63%) had …


Recombination Suppression Drives Expansion Of The Drosophila Dot Chromosome, Timothy J Stanek, Wilson Leung, Christopher D Shaffer, Ishtar Olaveja, Annabelle Laughlin, Jaquelyn Hester, Darwin Garrido, Emily K Oh, Maria Volski, Nistha Panda, Mia Mo, Ethan Cordes, Martin Dalling, Kacie Kershaw, Malcolm Arnott, Stephen Daly, Silvia Garcia Valenzuela, Paige Thompson, Kayla L Hastert, Destiny Sabb, Kathryn Karpinski, Meher Naaz Arora, Nicholas Rius, Larissa Lobello, Sebastian Jaramillo, Omkar Sonavane, Alice Herrmann, Laura K Reed, Sarah C R Elgin, Cindy Arrigo, Christopher E Ellison Nov 2025

Recombination Suppression Drives Expansion Of The Drosophila Dot Chromosome, Timothy J Stanek, Wilson Leung, Christopher D Shaffer, Ishtar Olaveja, Annabelle Laughlin, Jaquelyn Hester, Darwin Garrido, Emily K Oh, Maria Volski, Nistha Panda, Mia Mo, Ethan Cordes, Martin Dalling, Kacie Kershaw, Malcolm Arnott, Stephen Daly, Silvia Garcia Valenzuela, Paige Thompson, Kayla L Hastert, Destiny Sabb, Kathryn Karpinski, Meher Naaz Arora, Nicholas Rius, Larissa Lobello, Sebastian Jaramillo, Omkar Sonavane, Alice Herrmann, Laura K Reed, Sarah C R Elgin, Cindy Arrigo, Christopher E Ellison

Faculty, Staff and Student Publications

Genome size varies widely, even among closely related species, yet much less is known about chromosome size variation. Here we use the fourth chromosome of Drosophila, also known as the "Muller F element" or "dot chromosome", as a model to investigate chromosome-specific size expansion. The F element of most Drosophila species is small (∼1.3 Mb) and almost entirely heterochromatic, yet harbors approximately 80 protein-coding genes. Here, we study D. kikkawai, D. takahashii, D. ananassae, and D. bipectinata, whose F elements are 2- to 15-fold larger in size compared to D. melanogaster. Through manual gene curation and comparative genomic analysis, we …


Developmental Stage-Dependent Transcriptomic Responses To Neonatal Intraventricular Hemorrhage, Elizabeth Wallace-Anthony, Miriam Zamorano, Hemendra J Vekaria, Braden B Oldham, Kiara P Umpornpun, Scott D Olson, Stefano Berto, Brandon A Miller Nov 2025

Developmental Stage-Dependent Transcriptomic Responses To Neonatal Intraventricular Hemorrhage, Elizabeth Wallace-Anthony, Miriam Zamorano, Hemendra J Vekaria, Braden B Oldham, Kiara P Umpornpun, Scott D Olson, Stefano Berto, Brandon A Miller

Faculty, Staff and Student Publications

Neonatal intraventricular hemorrhage (IVH) is a major complication of preterm birth, yet how developmental stage influences the brain's response to injury remains unclear. We performed single-nucleus RNA sequencing on rat brains 24 h after IVH at postnatal day 2 (PND2) or day 5 (PND5) to define transcriptional responses across cell types. We identified 42 distinct cell populations and found that PND5 brains exhibited a markedly stronger immune and inflammatory response to IVH, with a threefold increase in differentially expressed genes compared to PND2. Microglia were the most perturbed cell type at both stages, showing increased oxidative stress and polarization toward …


Radiologist-Validated Automatic Lumbar T1-Weighted Spinal Mri Segmentation Tool Via An Attention U-Net Algorithm, Aryan Kalluvila, Ethan Wang, Michael C Hurley, Colbey Freeman, Jason M Johnson Nov 2025

Radiologist-Validated Automatic Lumbar T1-Weighted Spinal Mri Segmentation Tool Via An Attention U-Net Algorithm, Aryan Kalluvila, Ethan Wang, Michael C Hurley, Colbey Freeman, Jason M Johnson

Faculty, Staff and Student Publications

Background/Objectives: Spinal MRI segmentation has become increasingly important with the prevalence of disc herniation and vertebral injuries. Artificial intelligence can help orthopedic surgeons and radiologists automate the process of segmentation. Currently, there are few tools for T1-weighted spinal MRI segmentation, with most focusing on T2-weighted imaging. This paper focuses on creating an automatic lumbar spinal MRI segmentation tool for T1-weighted images using deep learning.

Methods: An Attention U-Net was employed as the main algorithm because the architecture has shown success in other segmentation applications. Segmentation loss functions were compared, focusing on the difference between BCE and MSE loss. Two board-certified …


Outcomes After Flow Diversion For Ruptured Blood Blister-Like And Dissecting Aneurysms: A Single-Center Series, William W Wroe, Hussein A Zeineddine, Si Y Yu, Bridger H Freeman, Richard S Cook, Charles M Christensen, Peng Roc Chen, Sunil A Sheth, Spiros L Blackburn Nov 2025

Outcomes After Flow Diversion For Ruptured Blood Blister-Like And Dissecting Aneurysms: A Single-Center Series, William W Wroe, Hussein A Zeineddine, Si Y Yu, Bridger H Freeman, Richard S Cook, Charles M Christensen, Peng Roc Chen, Sunil A Sheth, Spiros L Blackburn

Faculty, Staff and Student Publications

Background

Flow diverter (FD) use has become a popular method for treating intracranial aneurysms, but evidence in acutely ruptured blood blister-like and dissecting morphologies is limited. Furthermore, there is little evidence regarding the role of short-term follow-up imaging to assess aneurysm stability. This study is a single-center retrospective review of dissecting aneurysms treated by FD, with an analysis of short-term follow-up angiograms to guide post-treatment management.

Methods

Our single-center retrospective review included all patients from 2016 to 2024 with spontaneous subarachnoid hemorrhage from blood blister-like and dissecting aneurysms who underwent treatment with an FD. Outcomes included re-rupture, treatment failure, re-treatment, …


Fluorosilane-Induced Softening And Collapse Of Micropillar Arrays, Gabriela Moreira Lana, Maja Fehlberg, Petra Herbeck-Engel, Gisela Heppe, Raimund Schlüßler, Torsten Jähnke, Eduard Arzt, Roland Bennewitz Nov 2025

Fluorosilane-Induced Softening And Collapse Of Micropillar Arrays, Gabriela Moreira Lana, Maja Fehlberg, Petra Herbeck-Engel, Gisela Heppe, Raimund Schlüßler, Torsten Jähnke, Eduard Arzt, Roland Bennewitz

Chemical and Biochemical Engineering Faculty Research & Creative Works

Replica molding is a widely used technique for the fabrication of polymer microstructures. As structural dimensions decrease, anti-stick surface treatment of the mold becomes increasingly critical to ensure clean demolding and preserve structural integrity. We fabricated arrays of micropillars with 20 µm diameter and 60 µm height using medical-grade polydimethylsiloxane (PDMS), MDX4-4210, and observed a high fraction of collapsed pillars for the first molding after fluorosilanization of the mold to reduce sticking. To address this issue, we systematically investigated the surface treatment protocol for the molds, made from the PDMS Sylgard 184. We provide results from complementary measurement methods, to …


Benchmarking Dna Foundation Models For Genomic And Genetic Tasks, Haonan Feng, Lang Wu, Bingxin Zhao, Chad Huff, Jianjun Zhang, Jia Wu, Lifeng Lin, Peng Wei, Chong Wu Nov 2025

Benchmarking Dna Foundation Models For Genomic And Genetic Tasks, Haonan Feng, Lang Wu, Bingxin Zhao, Chad Huff, Jianjun Zhang, Jia Wu, Lifeng Lin, Peng Wei, Chong Wu

Faculty, Staff and Student Publications

The rapid evolution of DNA foundation models promises to revolutionize genomics, yet comprehensive evaluations are lacking. Here, we present a comprehensive, unbiased benchmark of five models (DNABERT-2, Nucleotide Transformer V2, HyenaDNA, Caduceus-Ph, and GROVER) across diverse genomic and genetic tasks including sequence classification, gene expression prediction, variant effect quantification, and topologically associating domain (TAD) region recognition, using zero-shot embeddings. Our analysis reveals that mean token embedding consistently and significantly improves sequence classification performance, outperforming other pooling strategies. Model performance varies among tasks and datasets; while general purpose DNA foundation models showed competitive performance in pathogenic variant identification, they were less …


Retrieval Augmented Framework For Deepfake Audio Detection, Avinash Saxena Nov 2025

Retrieval Augmented Framework For Deepfake Audio Detection, Avinash Saxena

Master's Theses

The widespread use of AI-based audio deepfakes threatens severely to undermine media integrity and public trust. Speech synthesis techniques have improved dramatically in voice conversion (VC) and text-to-speech (TTS) in recent years, making forgeries sound highly realistic, and concerns are raised about possible malevolent uses. Existing state-of-the-art techniques for identifying fake speech have proven to be effective in some cases but are still limited in application and robustness when faced with novel attacking strategies, different acoustic conditions, or alternative linguistic domains. To address some of these limitations, the current research presents a novel deepfake audio detection system based on personalized …


Microbial Associations And Viruses On The Risk Of Celiac Disease (Mavric): A Longitudinal Post-Hoc Case-Cohort Study, Kristian F Lynch, Eric W Triplett, Heikki Hyöty, Angelica P Ahrens, Jutta E Laiho, Joseph F Petrosino, Richard E Lloyd, Daniel Agardh Nov 2025

Microbial Associations And Viruses On The Risk Of Celiac Disease (Mavric): A Longitudinal Post-Hoc Case-Cohort Study, Kristian F Lynch, Eric W Triplett, Heikki Hyöty, Angelica P Ahrens, Jutta E Laiho, Joseph F Petrosino, Richard E Lloyd, Daniel Agardh

Faculty, Staff and Students Publications

Celiac disease etiopathogenesis requires genetic predisposition and exposure to gluten, yet these factors alone are not sufficient. Larger longitudinal studies are needed to determine the role of time-varying infections and gut microorganisms. The aim was to design a celiac disease case-cohort longitudinal study using The Environmental Determinants of Diabetes in the Young (TEDDY) study. By age 3-years, persistent tissue transglutaminase autoantibodies (tTGA), i.e., celiac disease autoimmunity (CDA), was confirmed in 704 of the 6132 genetically at-risk TEDDY children. Celiac disease onset (CD-onset) was defined as the age CDA developed when followed by a biopsy-proven diagnosis. A competing risk analysis on …


Mecp2 Interacts With The Super Elongation Complex To Regulate Transcription, Jun Young Sonn, Wonho Kim, Marta Iwanaszko, Yuki Aoi, Yan Li, Guantong Qi, Luke Parkitny, Janice L Brissette, Lorin Weiner, Juan Botas, Ismael Al-Ramahi, Ali Shilatifard, Huda Y Zoghbi Nov 2025

Mecp2 Interacts With The Super Elongation Complex To Regulate Transcription, Jun Young Sonn, Wonho Kim, Marta Iwanaszko, Yuki Aoi, Yan Li, Guantong Qi, Luke Parkitny, Janice L Brissette, Lorin Weiner, Juan Botas, Ismael Al-Ramahi, Ali Shilatifard, Huda Y Zoghbi

Faculty, Staff and Students Publications

Loss-of-function mutations in methyl-CpG binding protein 2 (MECP2) cause Rett syndrome. While we know that MeCP2 binds to methylated cytosines on DNA, the full breadth of the molecular mechanisms by which MeCP2 regulates gene expression remains incompletely understood. Here, using a genetic modifier screen, we identify the super elongation complex, a P-TEFb–containing elongation factor that releases promoter-proximally paused RNA polymerase II, as a genetic interactor of MECP2. MeCP2 physically interacts with SEC subunits and directly binds AFF4, the scaffold of the SEC, via the transcriptional repression domain. Furthermore, MeCP2 facilitates the binding of AFF4 on a subset …


Correction: Perioperative Quality Initiative (Poqi) Consensus Statement On Perioperative Assessment Of Right Ventricular Function, Stephanie O Ibekwe, Jean Deschamps, Michael P W Grocott, Yafen Liang, Andrew Shaw, Tjorvi E Perry Nov 2025

Correction: Perioperative Quality Initiative (Poqi) Consensus Statement On Perioperative Assessment Of Right Ventricular Function, Stephanie O Ibekwe, Jean Deschamps, Michael P W Grocott, Yafen Liang, Andrew Shaw, Tjorvi E Perry

Faculty, Staff and Students Publications

No abstract provided.


“I Missed My Other Oncologist”: Established Relationships As Barriers And Facilitators To Accessing Car-T And Autologous Transplantation, Zachary A. K. Frosch, Clark Meshack, Caitlin Meeker, Asya Varshavsky-Yanovsky, Rashmi Khanal, Michael Bromberg, Ashwin Chandar, Emmanuel Quien, Jordan Carter, Shazia K. Nakhoda, Marcus Messmer, Charissa Montgomery, Jason A. Incorvati, Nadia D. Ali, Michael J. Styler, Carolyn Y. Fang Nov 2025

“I Missed My Other Oncologist”: Established Relationships As Barriers And Facilitators To Accessing Car-T And Autologous Transplantation, Zachary A. K. Frosch, Clark Meshack, Caitlin Meeker, Asya Varshavsky-Yanovsky, Rashmi Khanal, Michael Bromberg, Ashwin Chandar, Emmanuel Quien, Jordan Carter, Shazia K. Nakhoda, Marcus Messmer, Charissa Montgomery, Jason A. Incorvati, Nadia D. Ali, Michael J. Styler, Carolyn Y. Fang

Division of Gastroenterology and Hepatology Faculty Papers

BACKGROUND: Autologous stem cell transplantation (ASCT) and chimeric antigen receptor T-cell therapy (CAR-T) can provide significant clinical benefit, but are not equally available to all patients. Oncologist continuity and trust are important to patients, and may act as barriers to receipt of therapy. However, detailed data are lacking on the mechanism by which these might affect receipt of therapy, or how this barrier may be overcome.

METHODS: We conducted a qualitative interview study with patients with non-Hodgkin lymphoma (NHL), classic Hodgkin lymphoma (cHL) or multiple myeloma (MM) eligible for or treated with ASCT/CAR-T. Participants were recruited from a multi-site academic …


Digital Neuropsychology And Social Anxiety: The Effect Of Observer Presence And Personality On Stress And Cognition, Ava M. Dixon Nov 2025

Digital Neuropsychology And Social Anxiety: The Effect Of Observer Presence And Personality On Stress And Cognition, Ava M. Dixon

Master's Theses

This study examined how observer presence and social anxiety influence stress and cognitive performance during neuropsychological assessments, focusing on the potential benefits of unsupervised digital testing environments. Eighty university students were randomly assigned to observed or unobserved digital neuropsychological conditions and completed assessments of social cognition and executive functioning and questionnaires of social anxiety and personality. Participants also completed measures of state anxiety and heart rate variability at baseline and after cognitive tests. The findings indicated that observation led to higher subjective anxiety, but it did not produce significant interactions with social anxiety on stress or cognitive performance. Post-hoc analyses …