Medicine and Health Sciences Commons^™

Black Bone Mri Morphometry For Mandibular Cortical Bone Measurement In Head And Neck Cancer Patients: Prospective Method Comparison With Ct, Lisanne V Van Dijk, Juan Ventura, Kareem A Wahid, Lin L Zhu, Brigid A Mcdonald, Sara Ahmed, Keith L Sanders, Sonja M Stieb, Lance Mccoy, Christina S Sharafi, Kathryn E Preston, Natalie A West, Sarah Mirbahaeddin, Dina M El-Habashy, Travis Salzillo, Samuel Mulder, Joly Fahim, Aubryane Dearmas, Mona Arbab, Yao Ding, Jihong Wang, Bastien Rigaud, Anando Sen, Mark Chambers, Katherine A Hutcheson, Kristy K Brock, Abdallah S R Mohamed, Stephen Y Lai, Clifton D Fuller

Faculty, Staff and Student Publications

Objectives: Determine the utility of low-flip angle "black bone" magnetic resonance imaging (MRI) for cortical mandibular bone assessment compared to computed tomography (CT).

Methods: Quantification of cortical mandibular bone width was performed per Hamada et al. at 15 cross-sectional interdentium locations on pretreatment black bone MRI and CT for 15 oropharyngeal cancer patients, with interobserver analyses on a subset of three patients by 11 observers. CT and MRI measurements were compared using Bland-Altman analysis, Lin's concordance, and Deming regression; interobserver variability was assessed with absolute variance and intraclass correlation coefficient (ICC).

Results: Bland Altman and Deming regression analyses showed CT …

Sex Differences In Bile Acid Homeostasis And Excretion Underlie The Disparity In Liver Cancer Incidence Between Males And Females, Megan E Patton, Sherwin Kelekar, Lauren J Taylor, Angela E Dean, Qianying Zuo, Rhishikesh N Thakare, Sung Hwan Lee, Emily C Gentry, Morgan Panitchpakdi, Pieter Dorrestein, Yazen Alnouti, Zeynep Madak-Erdogan, Ju-Seog Lee, Milton J Finegold, Sayeepriyadarshini Anakk

Faculty, Staff and Student Publications

Hepatocellular carcinoma (HCC), the common liver cancer, exhibits higher incidence in males. Here, we report that mice lacking bile acid (BA) regulators, Farnesoid X Receptor (FXR also termed NR1H4) and Small Heterodimer Partner (SHP also termed NR0B2), recapitulate the sex difference in liver cancer risk. Since few therapeutic options are available, we focused on understanding the intrinsic protection afforded to female livers. Transcriptomic analysis in control and NR1H4 and NR0B2 double knockout livers identified female-specific changes in metabolism, including amino acids, lipids, and steroids. To assess translational relevance, we examined if transcriptomic signatures obtained from this murine HCC model correlate …

Batf2 Is A Glutamine-Responsive Tumour Suppressor Required For Type-I Interferon-Dependent Anti-Tumour Immunity, Wang Gong, Hülya F Taner, Yuesong Wu, Yumin He, Xingwu Zhou, Zaiye Li, Xin Hu, Charisse Ursin, Kala Chand Debnath, Kohei Okuyama, Qiang Hu, Christopher R Donnelly, Felipe Nör, Chamila D Perera, Emily Bellile, Arash Yunesi, Zhiqian Zhai, Mei Zhao, Wanqing Cheng, Zackary R Fitzsimonds, Luke Broses, Jiaqian Li, Shadmehr Demehri, Deepak Nagrath, Gregory T Wolf, Andrew G Sikora, Yanbao Yu, Haitao Wen, Lei Wei, Steven B Chinn, Jeffrey N Myers, Shizuo Akira, Yuying Xie, James J Moon, Yu Leo Lei

Faculty, Staff and Student Publications

Recent evidence highlights the significance of a new type of tumour suppressors, which are not frequently mutated but inhibited by metabolic cues in cancers. Here, we identify BATF2 as a tumour suppressor whose expression is epigenetically silenced by glutamine in Head and Neck Squamous Cell Carcinomas (HNSCC). BATF2 correlates with type-I interferon and Th1 signatures in human HNSCC, with correlation coefficients even stronger than those of the positive control, STING. The phosphorylation of BATF2 at serine 227 promotes the oligomerization of STING. BATF2 deficiency or high glutamine levels result in higher oxygen consumption rates and metabolic profiles unfavorable for …

A Spatiotemporal Model Of Cxcl10 As A Master Regulator Of Immune Evasion And Metastasis In Osteosarcoma, Benjamin B Gyau, Tsz-Kwong Man

Faculty, Staff and Students Publications

The C-X-C motif chemokine ligand 10 (CXCL10) is implicated in the progression of osteosarcoma (OS), the most aggressive pediatric bone malignancy. However, its role often presents a profound clinical paradox: although high circulating levels are strongly linked to poor prognosis, its canonical function is to recruit anti-tumor immune cells. This review unravels these contrasting roles by proposing a novel spatiotemporal model. We argue that in the early stages, immune-evading OS cells initiate the formation of a pre-metastatic niche (PMN) in the lungs, creating a localized inflammatory environment that becomes the primary source of elevated circulating CXCL10. As the disease progresses, …

Amino Acid Signaling In Skeletal Muscle Is Blunted By Prematurity In A Piglet Model, Antonio C Ramos Dos Santos, Agus Suryawan, Ki Beom Jang, Rosemarie D Parada, Mahmoud A Mohammad, Marta L Fiorotto, Teresa A Davis

Faculty, Staff and Students Publications

Background: Preterm (PT) infants are at increased risk for reduced postnatal lean mass accretion. We established that the feeding-induced stimulation of protein synthesis in skeletal muscle is blunted in piglets born PT compared with those born at term.

Objectives: We evaluated the extent to which key components of the amino acid-sensing pathways that regulate mechanistic target of rapamycin complex 1 (mTORC1) activation contribute to anabolic resistance in skeletal muscle of piglets born PT compared with those born term.

Methods: Piglets delivered by cesarean section 10 d PT (n = 23) or at term (n = 22) were administered total parenteral …

Context Matching Is Not Reasoning When Performing Generalized Clinical Evaluation Of Generative Language Models, Andrew Wen, Qiuhao Lu, Yu-Neng Chuang, Guanchu Wang, Jiayi Yuan, Jiamu Zhang, Liwei Wang, Sunyang Fu, Kurt D Miller, Heling Jia, Steven D Bedrick, William R Hersh, Kirk E Roberts, Xia Hu, Hongfang Liu

Faculty, Staff and Student Publications

Current discussion surrounding the clinical capabilities of generative language models(GLMs) predominantly centers around multiple-choice question-answer(MCQA) benchmarks derived from clinical licensing examinations. While accepted for human examinees, characteristics unique to GLMs bring into question the validity of such benchmarks. Here, we validate five benchmarks using eight GLMs, ablating for parameter size and reasoning capabilities, validating via prompt permutation three key assumptions that underpin the generalizability of MCQA-based assessments: that knowledge is applied, not memorized, that semantic consistency will lead to consistent answers, and that situations with no answers can be recognized. While large models are more resilient to our perturbations compared …

Context Matching Is Not Reasoning When Performing Generalized Clinical Evaluation Of Generative Language Models, Andrew Wen, Qiuhao Lu, Yu-Neng Chuang, Guanchu Wang, Jiayi Yuan, Jiamu Zhang, Liwei Wang, Sunyang Fu, Kurt D Miller, Heling Jia, Steven D Bedrick, William R Hersh, Kirk E Roberts, Xia Hu, Hongfang Liu

Faculty, Staff and Student Publications

Current discussion surrounding the clinical capabilities of generative language models(GLMs) predominantly centers around multiple-choice question-answer(MCQA) benchmarks derived from clinical licensing examinations. While accepted for human examinees, characteristics unique to GLMs bring into question the validity of such benchmarks. Here, we validate five benchmarks using eight GLMs, ablating for parameter size and reasoning capabilities, validating via prompt permutation three key assumptions that underpin the generalizability of MCQA-based assessments: that knowledge is applied, not memorized, that semantic consistency will lead to consistent answers, and that situations with no answers can be recognized. While large models are more resilient to our perturbations compared …

Detection Of The Linac Jaw Face Angle Misalignment Using High Energy Electron Beam Symmetry, Song Gao, Andres Cibrian, Jared Ohrt, Peter Balter

Faculty, Staff and Student Publications

Purpose: To demonstrate the usage of a high energy electron beam symmetry measured at different collimator angles to detect jaws face angle misalignments on Varian TrueBeam linear accelerators (linac) during acceptance and commissioning processes.

Methods: During the linac acceptance, all beams were steered to a symmetric shape with the gantry and collimator at 0°. We noted that the symmetries of higher energies electrons (e.g., 16 MeV, 20 MeV) changed over 2% when measured with the collimator at 90° and/or 270° for two linacs commissioned within 5-months of each other. Misaligned applicators were ruled out as the cause of this issue. …

The Impact Of Targeting Traf2 And Nck-Interacting Protein Kinase On Antitumor Effect And Tumor Immune Environment In C-Myc-High Sclc, Azusa Tanimoto, Kavya Ramkumar, C Allison Stewart, Bingnan Zhang, Kyle Concannon, Robert J Cardnell, Li Shen, Qi Wang, Jing Wang, Carl M Gay, Lauren Averett Byers

Faculty, Staff and Student Publications

Introduction: Wnt/β-catenin signaling pathway activation contributes to tumorigenesis and chemo-resistance in SCLC, yet clinical attempts to target this pathway have been unsuccessful. TRAF2 and NCK-interacting protein kinase (TNIK), an essential nuclear activator of Wnt/β-catenin target genes, has not yet been validated as a viable therapeutic target in SCLC. Here, we validated that TNIK inhibition is a promising approach for personalized anticancer therapy in SCLC.

Methods: We correlated the IC50 values of a TNIK inhibitor, NCB-0846, with proteomic profiling (reverse phase protein array) data across 28 SCLC cell lines. Cytokine array analysis was performed to quantify changes in 105 cytokines after …

Anti-Saccade Error Rates Are Associated With Somatic Depressive Symptoms In Cocaine Use Disorder, Constanza De Dios, Heather E Webber, Margaret C Wardle, Jin H Yoon, Michelle A Patriquin, Jessica N Vincent, Joy M Schmitz, Scott D Lane

Faculty, Staff and Student Publications

Background: Inhibitory control deficits are associated with cocaine use disorder (CUD) development and maintenance. Additionally, drug use and inhibitory control can be negatively affected by depressive symptoms, including somatic factors like sleep disturbance and fatigue.

Aim: The current study assessed the relationship between inhibitory control and depressive symptoms among individuals initiating CUD treatment. We examined associations among anti-saccade response inhibition performance, total scores on the Beck Depression Inventory-II (BDI-II), and individual BDI-II items.

Methods: N = 101 patients enrolled in a clinical trial for CUD completed drug-specific anti-saccade and depression (BDI-II) measures prior to treatment. Generalized linear models tested the …

Braingenebot: A Gpt-Engineered, User-Driven Genetic Data Exploration With Polygenic Risk Scores Ranking In Alzheimer’S Disease, Guan Ou, Zhongming Zhao

Faculty, Staff and Student Publications

Background

Polygenic risk scores (PGSs) aggregate the effects of multiple genetic variants to attribute to disease susceptibility, and have been applied to numerous complex diseases including Alzheimer's disease (AD). However, as omics and phenotypic data grow exponentially, reconciling findings across studies with differing ancestral backgrounds, study designs, and statistical methodologies remains a pressing issue. Efficiently extracting biologically relevant insights from this expanding body of data is equally challenging, especially for diseases driven by complex interactions among genetic, environmental, and lifestyle factors.

Method

To address these challenges, we introduce BrainGeneBot, an AI‐driven chatbot framework that automates genetic data analysis and bridges …

Intraventricular Iron Causes Severe Hydrocephalus – A Model Of Severe Neonatal Hydrocephalus, Kwang-Min Kim, Arokoruba Oboba Cheetham-West, Mohamed Rafiuddin Ahmed, Megan Phillips, Andrey V Malkovskiy, Venkata Raveendra Pothineni, Kyle D Brewer, Chirag B Patel, Jayakumar Rajadas, Kelly B Mahaney

Faculty, Staff and Student Publications

Background: Neonatal germinal matrix hemorrhage-intraventricular hemorrhage and subsequent post-hemorrhagic hydrocephalus (PHH) is a leading cause of neurologic morbidity and mortality in preterm infants. Preclinical models of PHH have implicated hemoglobin and iron-mediated cellular injury in the pathogenesis of PHH, but have typically demonstrated a phenotype characterized by mild to moderate ventriculomegaly – the equivalent of which may not even require intervention in the human condition. We sought to establish a preclinical model of severe IVH that recapitulates the severity of the hydrocephalus phenotype requiring neurosurgical intervention and to determine the causal blood degradation product resulting in severe hydrocephalus following preterm …

Cd177+ Neutrophils: New Drivers Of Liver Regeneration, Yankai Wen, Cynthia Ju

Faculty, Staff and Student Publications

No abstract provided.

Eif3d And Eif3e Mediate Selective Translational Control Of Hypoxia That Can Be Inhibited By Small Molecules, Stephen C Purdy, Kate Matlin, Christopher Alderman, Amber Baldwin, Natasha Shrivastava, Goksu Sarioglu, Somnath Dutta, Kristofor J Webb, Arthur Wolin, Dillon P Boulton, Annika Gustafson, Jyoti Kapali, John D Landua, Michael T Lewis, M Cecilia Caino, James C Costello, William Old, Xiang Wang, Rui Zhao, Heide L Ford, Neelanjan Mukherjee

Faculty, Staff and Students Publications

Exposure to hypoxia is linked to increased cellular plasticity and enhanced metastasis, effects that are primarily attributed to the transcriptional activation of large gene programs downstream of hypoxia-inducible factors (HIFs). However, translational effects in hypoxia, which likely precede transcriptional effects, have remained largely unexplored. Using ribosome profiling, we uncovered a selective translational response in acute hypoxia that is eukaryotic initiation factor (eIF)3d/eIF3e dependent and controls downstream hypoxic responses, including HIF1α accumulation and cellular invasion. We further demonstrated that eIF3e copy number and eIF3e and eIF3d expression signatures are associated with worsened outcomes for patients with breast cancer. Finally, we identified …

Pepquerymhc: Rapid And Comprehensive Tumor Antigen Prioritization From Immunopeptidomics Data, Seunghyuk Choi, Bing Zhang

Faculty, Staff and Students Publications

Determining tumor-specificity of MHC-bound peptides is crucial for cancer immunotherapy development, yet current methods struggle with class II peptides and non-reference sequences. We introduce PepQueryMHC, an ultra-fast tool that integrates MHC-bound peptide sequences with translated RNA-seq reads for efficient tumor antigen prioritization. We demonstrate its versatility in prioritizing class I and II tumor antigens, mapping the cellular origins of presented peptides, and resolving uncertainties surrounding the prevalence of proteasome-spliced peptides.

Sox11 Modulates Bcr Signaling Through The Pax5/Cd19 Axis For Therapeutic Targeting In Btk-Resistant Mantle Cell Lymphoma, Rudra Prasad Dutta, Heng-Huan Lee, Violetta V Leshchenko, Ravi Prakash Shukla, Fangfang Yan, Yang Liu, H Ümit Kaniskan, Xing Qiu, Jian Jin, Lapo Alinari, Michael Wang, Samir Parekh

Faculty, Staff and Student Publications

Mantle cell lymphoma (MCL) is an incurable subtype of B-cell non-Hodgkin lymphoma. Despite multiple approved Bruton tyrosine kinase inhibitors (BTKis), resistance to BTKi continues to pose a major clinical challenge. The transcription factor sex determining region Y-box 11 (SOX11) is expressed in most patients with MCL and is associated with poor outcomes. We have previously demonstrated SOX11-dependent B-cell receptor (BCR) signaling in transgenic models of MCL. Here, we report that SOX11 drives BCR signaling via the transcriptional activation of the PAX5/CD19 axis. The translational potential of these results is significant as single-cell RNA sequencing data show that SOX11 is overexpressed …

Coordinated Changes In Stromal And Hematopoietic Cells That Define The Perinatal To Juvenile Transition In The Mouse Thymus, Anusha Vasudev, Colin R Moore, Aparna Calindi, Seung Woo Kang, Bryan R Helm, Jayashree Srinivasan, Siddhartha Shah, Erin Baker, Ruiting Zong, Nandini Singarapu, Scott Casey, Andrew N Macintyre, Ken S Lau, Laura P Hale, Qi Liu, Nancy R Manley, Lauren I R Ehrlich, Ellen R Richie

Faculty, Staff and Student Publications

Perinatal T cells have distinctive phenotypes and functions that may be due in part to age-associated features of stromal cells in the perinatal thymus. We identify age-associated changes in mouse thymic epithelial cells, mesenchyme, endothelium, and hematopoietic antigen-presenting cells from birth to one month of age using single-cell transcriptional profiling, flow cytometry, and imaging. Coordinated cellular and molecular changes occur at 7-14 days of age, designated "transitional ages," as thymus growth switches to homeostasis. E2F target gene expression declines, and the expression of type I interferon response genes increases across diverse cell types at transitional ages. Alterations in thymic stromal …

Perspectives On The Future Of The Profession Of Microbiology, Todd L Kelson, Heidi B Kaplan, Michelle Dziejman, Shilpa Gadwal, Irene Hulede, Jennifer Bennett, Roger Greenwell, Shelley Payne, Kyle Maclea, Eric Miller, Diana L Vullo, Rebecca Sparks-Thissen, Astral Bertolio, Jorge Cervantes

Faculty, Staff and Student Publications

The Profession of Microbiology (POM) embodies the bulk of the American Society for Microbiology (ASM) members and represents the career preparation arm of the ASM for academia, industry, and clinical lab professions. The ASM Council on Microbial Sciences hosted a virtual retreat in 2025 to identify the future of the POM. The retreat presentations centered on workforce development, professional development, innovations in technology, and interdisciplinary collaborations. Various aspects were identified, such as the need to prepare for careers in industry, as an important goal of future training. It was also clear that scientists, in all walks of life, need professional …

Clair3-Rna: A Deep Learning-Based Small Variant Caller For Long-Read Rna Sequencing Data, Zhenxian Zheng, Xian Yu, Lei Chen, Yan-Lam Lee, Cheng Xin, Angel On Ki Wong, Miten Jain, Rupesh K Kesharwani, Fritz J Sedlazeck, Ruibang Luo

Faculty, Staff and Students Publications

Variant calling with long-read RNA sequencing (lrRNA-seq) helps to analyze full-length isoforms and gene expression but is complicated by high error rates, transcript diversity, RNA editing events, etc. Here, we propose Clair3-RNA, the first deep learning-based variant caller tailored for lrRNA-seq data. Building upon Clair series' pipelines, Clair3-RNA enhances lrRNA-seq variant calling using optimized techniques, such as uneven coverage normalization, refined training data, editing site discovery, and haplotype phasing to enhance performance. Clair3-RNA supports various platforms, including PacBio, ONT complementary DNA sequencing (cDNA), and ONT direct RNA sequencing (dRNA). Clair3-RNA achieved a ~ 91% SNP F1-score on the ONT platform …

Investigating Chronic Toxicity, Diet, Patient-Reported Outcomes And The Microbiome In Immunotherapy-Treated Metastatic Melanoma Survivors: A New Frontier, Margaux Robert, Satabdi Saha, Nazli Dizman, Michelle Rohlfs, Elizabeth Sirmans, Julie Simon, Rodabe N Amaria, Isabella C Glitza Oliva, Hussein A Tawbi, Michael A Davies, Alexandra Ikeguchi, Karen Basen-Engquist, Keri Schadler, Michael E Roth, Wenye Song, Xiaotao Zhang, Nadim J Ajami, Lorenzo Cohen, Jennifer A Wargo, Christine B Peterson, Jennifer L Mcquade, Carrie R Daniel

Faculty, Staff and Student Publications

Background/Objectives: Immune checkpoint blockade (ICB) therapies have significantly improved outcomes in metastatic melanoma. However, immune-related adverse events (irAEs) and persistent chronic toxicities (CTs) among this emerging survivor population likely influence different facets of quality of life. This study characterized CT, patient-reported outcomes (PROs), diet, physical activity and gut microbiome features in a cohort of long-term survivors with a history of ICB-treated metastatic melanoma.

Methods: Forty-eight patients with a history of metastatic melanoma who initiated ICB treatment at least 3 years earlier and were not currently on treatment were prospectively enrolled from a melanoma survivorship clinic. Participants completed screening …

Epcam Activates The Erk-Egr1 Signaling Axis And Promotes Tnf-Α-Induced The Progression Of Anaplastic Thyroid Cancer, Chi-Chiu Lee, Yi-Jen Su, Sushree Shankar Panda, Chiung-Yi Chiu, Chung-Hsuan Wu, Tsai-Ming Lu, Pi-Chun Li, Yen-Lin Huang, Ruey-Long Hong, Shao-Hsi Hung, Cassian Yee, Stephen Y Lai, Han-Chung Wu

Faculty, Staff and Student Publications

Background: Epithelial cell adhesion molecule (EpCAM) is a pleotropic transmembrane glycoprotein comprising an extracellular domain (EpEX), a single transmembrane domain, and an intracellular domain (EpICD). For several types of cancer, high EpCAM expression is associated with tumor progression, metastasis, immune evasion, and overall poor prognosis. A rare but aggressive form of thyroid cancer, anaplastic thyroid cancer (ATC), has a mean survival time of only 3–6 months after diagnosis.

Methods: The levels of EpEX and EpICD cleavage in clinical patient samples was evaluated by using tissue microarray. Capture enzyme-linked immunosorbent assay (ELISA) was conducted to explore the of shedding EpEX and …

Society For Immunotherapy Of Cancer: Standards For Reporting Of Multiplex Immunohistochemistry/Immunofluorescence Assays (Stormi), Sam Sater, Carlo B Bifulco, Jaime Rodriguez-Canales, Joe Yeong, Guray Akturk, Michael Angelo, Carmen Ballesteros-Merino, Peter Bankhead, Subham Basu, Jorge M Blando, Saska Brajkovic, Marco Cassano, Benjamin J Chen, Ahmet F Coskun, Tricia R Cottrell, Carlos E De Andrea, Robin H Edwards, Colt Egelston, Logan L Engle, Marc S Ernstoff, Rong Fan, Michael Feldman, Bernard A Fox, Jerome Galon, Robyn Gartrell, Sacha Gnjatic, Benjamin F Green, James L Gulley, Anne Hellebust, Stephen Hewitt, Travis J Hollmann, Lucas A Horn, William J Howat, Clifford C Hoyt, Shawn M Jensen, Arutha Kulasinghe, Wiem Lassoued, Steven Lott, James Mansfield, Sebastian Marwitz, George Netto, David B Page, Edwin Parra, David L Rimm, Scott J Rodig, Roberto Salgado, Denis Schapiro, Kurt A Schalper, Joel C Sunshine, Michael J Surace, Alexander S Szalay, Magdalena Thurin, Jose C Villasboas, Keith Wharton, Ignacio I Wistuba, Jennifer H Yearley, Yinyin Yuan, Geroge Zaki, James Ziai, Janis M Taube

Faculty, Staff and Student Publications

Multiplex immunofluorescence and immunohistochemistry (mIF/IHC) are increasingly employed antibody-based technologies that use tissue sparingly and facilitate the detection of co-localized or neighboring biomarkers. Specifically, these platforms enable spatial analyses of the tumor microenvironment as well as extended applications, for example, describing normal tissue anatomy, autoimmunity, infectious diseases, etc. mIF/IHC has greatly enhanced biomarker discovery efforts, and a growing number of studies suggest superiority to traditional IHC. Standardization of staining approaches, reporting of image analysis strategies and resultant data is critical for facilitating cross-study comparisons, validation, deployment, and generalization of findings. To address this challenge, The Society for Immunotherapy of Cancer …

Trait-Like Visual Cortical Hyperactivity In Trait Anxiety, Zhaohan Wu, Yuqi You, Joshua A Brown, Raymond J Dolan, Wen Li

Faculty, Staff and Student Publications

Sensory processing varies across individuals, with some traits-particularly sensory hypersensitivity to basic non-valenced stimuli-linked to emotional traits and psychiatric risk. Traditional accounts attribute this sensory-emotion linkage to limbic or prefrontal modulation, but empirical support is limited. Growing evidence suggests sensory cortex itself flexibly encodes value beyond labeled-line analysis. Across four high-density EEG experiments with multi-wave assessments, we identified reliable visual cortical hyperactivity in high trait anxiety. The effect emerged as early as 46 ms, localized to V1/V2, and was specific to the parvocellular pathway. It was reproducible across arousal states, stimulus valence, extended intervals, and paradigms, and evident for both …

A Systematic Characterization Of Fibroblast Subtypes And Heterogeneity, Xiuli Zhu, Hongen Kang, Zhongming Zhao, Peilin Jia

Faculty, Staff and Student Publications

Fibroblasts are essential components in development, disease, and treatment response, yet their diversity and function remain incompletely understood. Here, we constructed a comprehensive fibroblast landscape by integrating large-scale single-cell and single-nucleus RNA sequencing datasets spanning 60 major human organs and tissues across various developmental stages and biological conditions. We identified 16 fibroblast subtypes and systematically characterized their tissue specificities, transcriptional heterogeneity, and cell states. Further analyses revealed distinct fibroblast subtypes associated with pluripotency and senescence across tissues. Leveraging the well-defined fibroblast atlas, we demonstrated that different fibroblast subtypes were associated with various complex traits such as anthropometric and immune diseases. …

Evaluating The Accuracy Of Point Of Care Testing Compared To Standard Laboratory Testing Among Inborn Infants In The Neonatal Intensive Care Unit, Isha Parikh, Sepideh Saroukhani, Matthew Rysavy, Brian Chang, Mar Romero-Lopez, Lindsay F Holzapfel

Faculty, Staff and Student Publications

Objective: Point-of-care (POC) testing offers expedited results with lower blood volume requirements than central laboratory (CL) tests, particularly for low-birth-weight infants.

Methods: A retrospective cohort included 118 patients with paired POC and CL tests within one hour in the first 14 postnatal days. Differences and agreement were assessed using linear mixed-effect models that account for within and between-subject variations.

Results: Compared to CL, POC testing underestimated sodium (6.0 mEq/L), potassium (0.1 mEq/L), chloride (5.1 mEq/L), and glucose (2.3 mg/dL), and overestimated hemoglobin (0.08 g/dL) and hematocrit (0.8%). Differences (CL- POC) varied by postnatal age and sample type, with larger differences …

Single-Nucleus Multiomics Reveals The Disrupted Regulatory Programs In Three Brain Regions Of Sporadic Early-Onset Alzheimer’S Disease, Andi Liu, Citu Citu, Nitesh Enduru, Xian Chen, Chia-Hao Tung, Tirthankar Sinha, Sofia E Sepulveda, Astrid M Manuel, Damian Gorski, Brisa S Fernandes, Meifang Yu, Paul E Schulz, Lukas M Simon, Claudio Soto, Zhongming Zhao

Faculty, Staff and Student Publications

Sporadic early-onset Alzheimer’s disease (sEOAD) represents a substantial but less-studied subtype of Alzheimer’s disease (AD). Here, we generated a single-nucleus multiome atlas derived from the postmortem prefrontal cortex, entorhinal cortex, and hippocampus of nine individuals with or without sEOAD. Comprehensive analyses were conducted to delineate cell type–specific transcriptomic changes and linked candidate cis-regulatory elements (cCREs) across brain regions. We prioritized eight conservative transcription factors in glial cells in multiple brain regions, including RFX4 in astrocytes and IKZF1 in microglia, which are implicated in regulating sEOAD-associated genes. Moreover, we identified the top 25 altered intercellular signaling between glial cells …

Personal Health Advice In The World Of Artificial Intelligence: An Assessment Of Responses From Chatgpt For Three Common Health Conditions In The Southern United States, Marion W. Evans Jr, Julie Harrison Swartz, Harrison Ndetan, Damian Francis, John Moore, Mary Kozub, Ernie Kaninjing, Jennifer Jones-Locklear, Debbie Greene, Josie Doss

Journal of Public Health in the Deep South

Background: Artificial intelligence (AI) applications within the health sciences including education and healthcare practice are now common. Patients are likely to apply AI to better understand their health status or to learn what they can do to improve their health.

Purpose: The purpose of this study was to evaluate outputs from ChatGPT for three common health conditions seen in the southern United States as to whether it would include medically biased care or lifestyle related advice, legitimate sources of information and to assess reading levels generated.

Methods: Health care professionals rated outputs in 4 areas and interrater …

Validating Pharmacogenomics Generative Artificial Intelligence Query Prompts Using Retrieval-Augmented Generation (Rag), Ashley Rector, Beth Breeden, Jay Dorris

Student Scholar Symposium

This study evaluated the performance of Sherpa Rx, an artificial intelligence platform leveraging large language models and retrieval-augmented generation (RAG) for pharmacogenomics, by validating its performance across key response metrics. Sherpa Rx integrated Clinical Pharmacogenetics Implementation Consortium (CPIC) guidelines with Pharmacogenomics Knowledgebase (PharmGKB) data to generate contextually relevant responses. A dataset (N=260 queries) spanning 26 CPIC guidelines was used to evaluate drug-gene interactions, dosing recommendations, and therapeutic implications. In Phase 1, only CPIC data was embedded; Phase 2 additionally incorporated PharmGKB. Responses were scored on accuracy, relevance, clarity, completeness (5-point Likert scale), and recall. Wilcoxon signed-rank tests compared accuracy between …

Transposable Element-Derived Mir-28-5p And Mir-708-5p: Exploring Potential Roles In Lung Cancer, Sergiu Chira, Cornelia Braicu, Stefan Strilciuc, George A Calin, Ioana Berindan-Neagoe

Faculty, Staff and Student Publications

Background: Transposable elements are normally silenced by epigenetic mechanisms; however, during malignant transformation, epigenetic alterations enable transposons to produce functional molecules like miRNAs. Among these, LINE-2 (L2) elements can generate miRNAs capable of regulating key genes, including tumor suppressors. Two L2-derived miRNAs, miR-28 and miR-708, have been linked to lung cancer, yet the mechanisms underlying their dysregulation remain poorly understood. Our study reveals how genomic context contributes to aberrant gene expression through comprehensive bioinformatic analyses.

Methods: Using bioinformatics analysis, we evaluated the expression of miR-28 and miR-708 in lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC) datasets from TCGA. …

Vesicle-Mediated Mitochondrial Clearance Presents An Actionable Metabolic Vulnerability In Triple-Negative Breast Cancer, Jody Vykoukal, Yihui Chen, Mingxin Zuo, Riccardo Ballarò, Monica J Hong, Hansini Krishna, Daniela B Rodriquez-Perera, Hiroyuki Katayama, Ehsan Irajizad, Ranran Wu, Ricardo A León-Letelier, Jennifer B Dennison, Angelica M Gutierrez, Adriana Paulucci-Holthauzen, Timothy C Thompson, Leona Rusling, Yining Cai, Fu Chung Hsiao, Soyoung Park, Banu Arun, Samir Hanash, Johannes F Fahrmann

Faculty, Staff and Student Publications

Selective autophagy of mitochondria is known to promote cancer cell survival and progression, including in triple-negative breast cancer (TNBC). Here, we apply an integrated multi-omics approach together with functional experimental analyses to investigate metabolic adaptations that support mitochondrial quality control in TNBC. We detail a mitochondrial quality control mechanism, complementary to mitophagy, that is enabled by a program of heightened extracellular sphingomyelin salvaging in TNBC coupled with extracellular vesicle-mediated intracellular clearance of mitochondrial damage. Targeting of this onco-metabolic pathway via repurposing of eliglustat, a selective small molecule inhibitor of glucosylceramide synthase, results in ceramide-mediated compensatory mitophagy and cancer cell death …