Digital Commons Network^™

Suppression Of Il-1Β Promotes Beneficial Accumulation Of Fibroblast-Like Cells In Atherosclerotic Plaques In Clonal Hematopoiesis, Trevor P Fidler, Andrew Dunbar, Eunyoung Kim, Brian Hardaway, Jessica Pauli, Chenyi Xue, Sandra Abramowicz, Tong Xiao, Kavi O'Connor, Nadja Sachs, Nan Wang, Lars Maegdefessel, Ross Levine, Muredach Reilly, Alan R Tall

Faculty, Staff and Student Publications

Clonal hematopoiesis (CH) is an independent risk factor for atherosclerotic cardiovascular disease. Murine models of CH suggest a central role of inflammasomes and IL-1β in accelerated atherosclerosis and plaque destabilization. Here we show using single-cell RNA sequencing in human carotid plaques that inflammasome components are enriched in macrophages, while the receptor for IL-1β is enriched in fibroblasts and smooth muscle cells (SMCs). To address the role of inflammatory crosstalk in features of plaque destabilization, we conducted SMC fate mapping in Ldlr-/- mice modeling Jak2VF or Tet2 CH treated with IL-1β antibodies. Unexpectedly, this treatment minimally affected SMC differentiation, …

Microbiota Restoration Therapies For Recurrent Clostridioides Difficile Infection Reach An Important New Milestone, Herbert L Dupont, Andrew W Dupont, Glenn S Tillotson

Faculty, Staff and Student Publications

Microbiota restoration therapy has become a standard treatment for recurrent Clostridioides difficile infection (rCDI). In this article, we review the studies supporting the licensure of two live biotherapeutic products (LBPs) designed to prevent rCDI and to provide clinicians with a perspective on their differences. PubMed was reviewed on 1 October 2023, for all papers published concerning the current Food and Drug Administration allowance of the use of fecal microbiota transplantation (FMT) and the studies that led to the licensure of RBX2660 (REBYOTA™), generic name, fecal microbiota, live-jslm, and SER-109 (VOWST™), generic name, fecal microbiota spores, live-brpk. OpenBiome continues to produce …

Loss Of The Auxiliary Α 2Δ1 Voltage-Sensitive Calcium Channel Subunit Impairs Bone Formation And Anabolic Responses To Mechanical Loading, Madison M Kelly, Karan Sharma, Christian S Wright, Xin Yi, Perla C Reyes Fernandez, Aaron T Gegg, Taylor A Gorrell, Megan L Noonan, Ahmed Baghdady, Jacob A Sieger, Annette C Dolphin, Stuart J Warden, Padmini Deosthale, Lilian I Plotkin, Uma Sankar, Julia M Hum, Alexander G Robling, Mary C Farach-Carson, William R Thompson

Faculty, Staff and Student Publications

Voltage-sensitive calcium channels (VSCCs) influence bone structure and function, including anabolic responses to mechanical loading. While the pore-forming (α1) subunit of VSCCs allows Ca2+ influx, auxiliary subunits regulate the biophysical properties of the pore. The α2δ1 subunit influences gating kinetics of the α1 pore and enables mechanically induced signaling in osteocytes; however, the skeletal function of α2δ1 in vivo remains unknown. In this work, we examined the skeletal consequences of deleting Cacna2d1, the gene encoding α2δ1. Dual-energy X-ray absorptiometry and microcomputed tomography imaging demonstrated that deletion of α2δ1 diminished bone mineral content and density in both male and female …

Human Minor Salivary Glands: A Readily Available Source Of Salivary Stem/Progenitor Cells For Regenerative Applications, Caitlynn M L Barrows, Danielle Wu, Simon Young, Mary C Farach-Carson

Faculty, Staff and Student Publications

Resident stem/progenitor cells within the secretory salivary glands offer a potential therapeutic resource for use in the regeneration of salivary glands needed to restore saliva production in patients with chronic xerostomia, or dry mouth. Methods were developed previously to isolate human stem/progenitor cells (hS/PCs) from major salivary glands (parotid/submandibular). Abundant minor salivary glands located in readily accessible locations in the oral cavity and lip could provide an additional valuable therapeutic resource. An advantage of this cell resource is that these minor glands about the size of grape seeds can be harvested from healthy donors using minimally invasive surgical procedures. The …

Image-Guided Deployment And Monitoring Of A Novel Tungsten Nanoparticle-Infused Radiopaque Absorbable Inferior Vena Cava Filter In A Swine Model, Erin Marie San Valentin, Jossana A Damasco, Marvin Bernardino, Karem A Court, Biana Godin, Gino Martin Canlas, Adam Melancon, Gouthami Chintalapani, Megan C Jacobsen, William Norton, Rick R Layman, Natalie Fowlkes, Stephen R Chen, Steven Y Huang, Marites P Melancon

Faculty, Staff and Student Publications

PURPOSE: To improve radiopacity of radiolucent absorbable poly-p-dioxanone (PPDO) inferior vena cava filters (IVCFs) and demostrate their effectiveness in clot-trapping ability.

MATERIALS AND METHODS: Tungsten nanoparticles (WNPs) were incorporated along with polyhydroxybutyrate (PHB), polycaprolactone (PCL), and polyvinylpyrrolidone (PVP) polymers to increase the surface adsorption of WNPs. The physicochemical and in vitro and in vivo imaging properties of PPDO IVCFs with WNPs with single-polymer PHB (W-P) were compared with those of WNPs with polymer blends consisting of PHB, PCL, and PVP (W-PB).

RESULTS: In vitro analyses using PPDO sutures showed enhanced radiopacity with either W-P or W-PB coating, without compromising the …

The Contribution Of Dna Ligase 4 Polymorphisms To Colorectal Cancer, Yang Deng, Tao-Wei Ke, Te-Cheng Yueh, Yu-Ting Chin, Yun-Chi Wang, Yi-Chih Hung, Mei-Chin Mong, Ya-Chen Yang, Wen-Tzu Wu, Wen-Shin Chang, Jian Gu, Da-Tian Bau, Chia-Wen Tsai

Faculty, Staff and Student Publications

Background/aim: While numerous biomarkers associated with genetic susceptibility to colorectal cancer (CRC) have been identified and validated through epidemiological studies, the specific influence of DNA ligase 4 (Lig4) genotypes remains unexplored. This study aimed to elucidate the hitherto unexamined relationship between Lig4 genotypes and CRC risk.

Materials and methods: The genotypes of Lig4 rs1805388 were determined applying the polymerase chain reaction-restriction fragment length polymorphism methodology. The potential association between these genotypes and CRC risk was assessed in a Taiwanese population comprising 362 CRC cases and an equal number of age- and sex-matched controls.

Results: In the genotypic analysis, the distribution …

Non-Homologous End-Joining Genotype, Mrna Expression, And Dna Repair Capacity In Childhood Acute Lymphocytic Leukemia, Chao-Chun Chen, Wen-Shin Chang, Jen-Sheng Pei, Chien-Chung Kuo, Chung-Hsing Wang, Yun-Chi Wang, Pei-Chen Hsu, Jie-Long He, Jian Gu, Da-Tian Bau, Chia-Wen Tsai

Faculty, Staff and Student Publications

Background/aim: The capacity for non-homologous end-joining (NHEJ) repair plays a pivotal role in maintaining genome stability and in carcinogenesis. However, there is little literature on the involvement of NHEJ-related genes in childhood acute lymphocytic leukemia (ALL). Our study aimed to elucidate the impact of polymorphisms of X-ray repair cross-complementing group 4 (XRCC4) (rs6869366, rs2075685, rs2075686, rs28360071, rs3734091, rs28360317, rs1805377), XRCC5 (rs828907, rs11685387, rs9288518), XRCC6 (rs5751129, rs2267437, rs132770, rs132774), XRCC7 rs7003908, and DNA ligase IV (LIG4) rs1805388, on the odds of childhood ALL.

Materials and methods: Genotypes NHEJ-related genes of 266 cases and 266 controls were determined, and the genotype-phenotype correlation …

Case Report: Early Acute Kidney Failure In An 11-Year-Old Boy With Dent Disease Type 1, Nicolette Murphey, Craig Authement, Paul Hillman, Samhar I Al-Akash, Kate Richardson

Faculty, Staff and Student Publications

Dent disease type 1 (Dent 1) is a rare X-linked genetic condition which impacts kidney function and is caused by pathogenic variants in CLCN5. Affected males typically develop low molecular weight proteinuria, hypercalciuria, nephrocalcinosis, nephrolithiasis, and other symptoms. Kidney failure often occurs between the third to fifth decade of life. Here, we report an 11-year-old boy with Dent 1 and a severe kidney disease phenotype. The patient presented with flank pain, nocturnal enuresis, foamy urine, and increased urinary frequency. He was found to have nephrotic-range proteinuria, without hypoalbuminemia, and a significantly decreased estimated glomerular filtration rate at presentation. Further, he …

Her4 And Egfr Activate Cell Signaling In Nrg1 Fusion-Driven Cancers: Implications For Her2-Her3-Specific Versus Pan-Her Targeting Strategies, Hibiki Udagawa, Monique B Nilsson, Jacqulyne P Robichaux, Junqin He, Alissa Poteete, Hong Jiang, Simon Heeke, Yasir Y Elamin, Yuji Shibata, Shingo Matsumoto, Kiyotaka Yoh, Shogo Okazaki, Takashi Masuko, Igor Odintsov, Romel Somwar, Marc Ladanyi, Koichi Goto, John V Heymach

Faculty, Staff and Student Publications

Introduction: NRG1 gene fusions are clinically actionable alterations identified in NSCLC and other tumors. Previous studies have reported that NRG1 fusions signal through HER2 and HER3 but, thus far, strategies targeting HER3 specifically or HER2-HER3 signaling have exhibited modest activity in patients with NSCLC bearing NRG1 fusions. Although NRG1 fusion proteins can bind HER4 in addition to HER3, the contribution of HER4 and other HER family members in NRG1 fusion-positive cancers is not fully understood.

Methods: We investigated the role of HER4 and EGFR-HER3 signaling in NRG1 fusion-positive cancers using Ba/F3 models engineered to express various HER family members in …

Establishment Of A Brain Tumor Consortium Of Africa: Advancing Collaborative Research And Advocacy For Brain Tumors In Africa, Lateef A Odukoya, Kwadwo Darko, Francis Zerd, Nathalie C Ghomsi, Gloria Kabare, David O Kamson, Jeanette E Eckel-Passow, Robert B Jenkins, Gaspar J Kitange, Andrea O Akinjo, Kabir B Badmos, Olufemi Bankole, Olufemi E Idowu, Claire Karekezi, Elias Edrick, Chukwuyem Ekhator, Victoria M Katasi, Desmond A Brown, Jason Huse, Henry Llewellyn, Margreth Magambo, Michael Magoha, Umaru Barrie, Advera Ngaiza, Arsene D Nyalundja, Minda Okemwa, Lawrence Osei-Tutu, Bernard Petershie, W Elorm Yevudza, Charles C Anunobi, Liadi Tiamiyu, Gbetoho Fortuné Gankpe, Kashaigili Heronima, Dominique Higgins, Kristin Schroeder, Teddy Totimeh, James Balogun, Beverly Cheserem, Arnold B Etame, Ekokobe Fonkem

Faculty, Staff and Student Publications

Background: Brain tumors represent a significant global health challenge, with rising incidence and mortality impacting individuals worldwide and contributing to cancer-related morbidity and mortality. In Africa, this burden is exacerbated by limited access to advanced diagnostics, treatment options, and multidisciplinary care, compounded by the absence of standardized cancer registration and tumor biobanking. The introduction of molecular diagnostics, as outlined in the 2021 World Health Organization central nervous system (CNS) tumor classification, adds complexity to brain tumor management, particularly in regions with scarce resources.

Methods: To address these issues, the Brain Tumor Consortium for Africa (BTCA) was established in 2023, bringing …

Circulating Cancer-Associated Macrophage-Like Cells And Macrophage-Related Cytokines In Obese Patients With Advanced Breast Cancer Who Undergo Neoadjuvant Chemotherapy, Toshiaki Iwase, Aaroh Parikh, Dong Wenli, Yu Shen, Daniel L Adams, Cha-Mei Tang, Evan N Cohen, James M Reuben, Tushaar Vishal Shrimanker, Sudpreeda Chainitikun, Kumiko Kida, Akshara Singareeka Raghavendra, Maryanne E Sapon, Onur Sahin, Anjali James, Nithya Sridhar, Ann H Klopp, Debasish Tripathy, Naoto T Ueno

Faculty, Staff and Student Publications

Purpose: Cancer-associated macrophage-like cells (CAMLs) are rare, gigantic, and atypical circulating cells found exclusively in the peripheral blood of patients with solid cancers. Obesity-induced hypoxia attracts macrophages to the tumor microenvironment, where they contribute to establishing chronic inflammation, leading to cancer progression. We hypothesized that obese patients with advanced breast cancer may have CAML profiles different from those of nonobese patients, and these profiles may correlate with proinflammatory markers or other macrophage-related markers.

Methods: We prospectively collected 20 mL of peripheral blood from patients diagnosed with stage 2-4 breast cancer. We identified CAMLs using the CellSieve microfiltration system and in …

Single-Molecule Fret Analyses Of Nmda Receptors, Ryan J Durham, Vasanthi Jayaraman

Faculty, Staff and Student Publications

Single-molecule fluorescence resonance energy transfer (smFRET) enables the real-time observation of conformational changes in a single protein molecule of interest. These observations are achieved by attaching fluorophores to proteins of interest in a site-specific manner and investigating the FRET between the fluorophores. Here we describe the method wherein the FRET is studied by adhering the protein molecules to a slide using affinity-based interactions and measuring the fluorophores' fluorescence intensity from a single molecule over time. The resulting information can be used to derive distance values for a point-to-point measurement within a protein or to calculate kinetic transition rates between various …

Facilitating Clinical Information Extraction With Synthetic Data And Ontology Using Large Language Models, Yan Hu, Huan He, Qingyu Chen, Xiaoqian Jiang, Kirk Roberts, Hua Xu

Faculty, Staff and Student Publications

The rapid growth of unstructured clinical text in electronic health records necessitates robust information extraction systems, yet their development is hindered by the scarcity of high-quality annotated data. This study explores the potential of large language models to generate synthetic data for clinical named entity recognition and examines its impact on model performance. We propose a novel framework that integrates self-verified synthetic data generation with domain-specific semantic mapping using SNOMED-CT. By leveraging GPT-4o-mini for synthetic data creation and refining its quality through iterative verification and anomaly detection, we systematically evaluate the influence of synthetic data quality and quantity on fine-tuning …

Design And Implementation Of Multicenter Pediatric And Congenital Studies With Cardiovascular Magnetic Resonance: Big Data In Smaller Bodies, Michael P Dilorenzo, Simon Lee, Rahul H Rathod, Francesca Raimondi, Kanwal M Farooqi, Supriya S Jain, Margaret M Samyn, Tiffanie R Johnson, Laura J Olivieri, Mark A Fogel, Wyman W Lai, Pierangelo Renella, Andrew J Powell, Sujatha Buddhe, Caitlin Stafford, Jason N Johnson, Willem A Helbing, Kuberan Pushparajah, Inga Voges, Vivek Muthurangu, Kimberley G Miles, Gerald Greil, Colin J Mcmahon, Timothy C Slesnick, Brian M Fonseca, Shaine A Morris, Jonathan H Soslow, Lars Grosse-Wortmann, Rebecca S Beroukhim, Heynric B Grotenhuis

Faculty, Staff and Student Publications

Cardiovascular magnetic resonance (CMR) has become the reference standard for quantitative and qualitative assessment of ventricular function, blood flow, and myocardial tissue characterization. There is a preponderance of large CMR studies and registries in adults; However, similarly powered studies are lacking for the pediatric and congenital heart disease (PCHD) population. To date, most CMR studies in children are limited to small single or multicenter studies, thereby limiting the conclusions that can be drawn. Within the PCHD CMR community, a collaborative effort has been successfully employed to recognize knowledge gaps with the aim to embolden the development and initiation of high-quality, …

Hormone Regulation Of Corticotropin-Releasing Factor Receptor 1 In The Female Mouse Brain, Rose M De Guzman, Jason S Jacobskind, Zachary J Rosinger, Krystyna A Rybka, Katherine E Parra, Aya L Caballero, Massoud S Sharif, Nicholas J Justice, Damian G Zuloaga

Faculty, Staff and Student Publications

Introduction: Corticotropin-releasing factor receptor 1 (CRFR1) is a key regulator of neuroendocrine and behavioral stress responses. Previous studies have demonstrated that CRFR1 in certain hypothalamic and preoptic brain areas is modified by chronic stress and during the postpartum period in female mice, although the potential hormonal contributors to these changes are unknown.

Methods: This study focused on determining the contributions of hormones associated with stress and the maternal period (glucocorticoids, prolactin, estradiol/progesterone) on CRFR1 levels using a CRFR1-GFP reporter mouse line and immunohistochemistry.

Results: Administration of dexamethasone, an agonist of the glucocorticoid receptor, elevated CRFR1 in the anteroventral periventricular nucleus …

A Blood-Based Metabolite Signature For Personalized Risk Assessment Of Pancreatic Cancer, Ricardo A León-Letelier, Yihui Chen, Riccardo Ballaro, Ehsan Irajizad, Kim-An Do, Anirban Maitra, Jianjun Zhang, C Max Schmidt, Johannes F Fahrmann

Faculty, Staff and Student Publications

No abstract provided.

Circulating Tumor Dna (Ctdna) As A Biomarker Of Response To Therapy In Advanced Hepatocellular Carcinoma Treated With Nivolumab, Yehia I Mohamed, Sunyoung S Lee, Tarik Demir, Shadi Chamseddine, Zishuo Ian Hu, Lianchun Xiao, Khaled Elsayes, Jeffrey S Morris, Robert A Wolff, Rikita Hiatia, Aliya Qayyum, Asif Rashid, Dan G Duda, James C Yao, Michael Lapelusa, Eugene J Koay, Armeen Mahvash, Ahmed Al Azzam, Ecaterina E Dumbrava, Manal Hassan, Hesham M Amin, Ahmed Omar Kaseb

Faculty, Staff and Student Publications

Background: Circulating tumor DNA (ctDNA) is a promising non-invasive marker for detection, diagnosis, treatment selection, and prognosis of hepatocellular carcinoma (HCC).

Objective: This study aimed to examine the utility of ctDNA as a prognostic and predictive tool in HCC patients treated with nivolumab.

Methods: We analyzed pre-treatment ctDNA from 44 HCC patients using comprehensive genomic testing on a commercially available platform. We utilized log rank test and univariate Cox models to correlate overall survival (OS) and progression-free survival (PFS) with ctDNA expressions.

Results: Of 44 patients, 77.3% were men with median age of 67 years. All but 3 patients had …

Systemic Treatment Of Patients With Metastatic Breast Cancer: Asco Resource-Stratified Guideline, Sana Al Sukhun, Sarah Temin, Carlos H Barrios, Nicoleta Zenovia Antone, Yanin Chavarri Guerra, Mariana Chavez-Macgregor, Rakesh Chopra, Michael A Danso, Henry Leonidas Gomez, N'Da Marcelin Homian, Alaa Kandil, Benda Kithaka, Bogda Koczwara, Beverly Moy, Gertrude Nakigudde, Fernando Enrique Petracci, Hope S Rugo, Nagi S El Saghir, Banu K Arun

Faculty, Staff and Student Publications

Purpose: To guide clinicians and policymakers in three global resource-constrained settings on treating patients with metastatic breast cancer (MBC) when Maximal setting-guideline recommended treatment is unavailable.

Methods: A multidisciplinary, multinational panel reviewed existing ASCO guidelines and conducted modified ADAPTE and formal consensus processes.

Results: Four published resource-agnostic guidelines were adapted for resource-constrained settings; informing two rounds of formal consensus; recommendations received ≥75% agreement.

Recommendations: Clinicians should recommend treatment according to menopausal status, pathological and biomarker features when quality results are available. In first-line, for hormone receptor (HR)-positive MBC, when a non-steroidal aromatase inhibitor and CDK 4/6 inhibitor combination is unavailable, …

Fgf5, Evelyn A Carrion, Malcolm M Moses, Richard R Behringer

Faculty, Staff and Student Publications

FGF5 functions as a negative regulator of the hair cycle in mammals. It is expressed in the outer root sheath of hair follicles during the late anagen phase of the hair cycle. It functions as a signaling molecule, mediating the transition of the anagen growth phase to catagen regression phase of the hair cycle. Spontaneous and engineered FGF5 mutations in mammalian animal models result in long hair phenotypes. In humans, inherited FGF5 mutations result in trichomegaly (long eyelashes). Knockdown of fgf5 in zebrafish embryos results in inner ear alterations. Alterations in FGF5 expression are also associated with various human pathologies.

Refinement Of An Emergency Department-Based, Advance Care Planning Intervention For Patients With Cognitive Impairment And Their Caregivers, Kei Ouchi, Christopher Joshi, Jenson Kaithamattam, Seth A Gale, Gad A Marshall, Alison Pietras, Wei Wang, Edward W Boyer, James A Tulsky, Susan D Block, Dorene Rentz, Mara A Schonberg

Faculty, Staff and Student Publications

Background and objectives: Advance care planning (ACP) conversations are important to provide goal-concordant care (i.e., the care that matches the patient's previously stated goals) near end of life. While 31% of older adults presenting to the emergency department (ED) have dementia, only 39% have previously had ACP conversations. We refined and piloted an ED-based, motivational interview designed to stimulate ACP conversations (ED GOAL) for patients living with cognitive impairment and their caregivers.

Research design and methods: We systematically refined ED GOAL and then conducted an acceptability study in an urban, academic medical center. We prospectively enrolled adults aged 50+ with …

Editorial: Immunological Aspects Of Emerging And Re-Emerging Zoonoses, Wei Wang, Jingxin Li, Yuejin Liang, Wenping Gong

Faculty, Staff and Student Publications

No abstract provided.

Foxp1 And Klf2 Reciprocally Regulate Checkpoints Of Stem-Like To Effector Transition In Car T Cells, Ziang Zhu, Guohua Lou, Xiao-Lu Teng, Haixia Wang, Ying Luo, Wangke Shi, Kiddist Yihunie, Shumeng Hao, Kole Degolier, Chengheng Liao, Huocong Huang, Qing Zhang, Terry Fry, Tao Wang, Chen Yao, Tuoqi Wu

Faculty, Staff and Student Publications

During cancers and infections, self-renewing stem-like CD8+ T cells mediate the response of immunotherapies and replenish terminally exhausted T cells and effector-like T cells. However, the programs governing the lineage choice in chimeric antigen receptor (CAR) T cells are unclear. Here, by simultaneously profiling single-cell chromatin accessibility and transcriptome in the same CAR T cells, we identified heterogeneous chromatin states within CD8+ T cell subsets that foreshadowed transcriptional changes and were primed for regulation by distinct transcription factors. Transcription factors that controlled each CD8+ T cell subset were regulated by high numbers of enhancers and positioned as hubs of gene …

Editorial: Advances And Methods In Mesenchymal Stem Cells, Pamela L Wenzel

Faculty, Staff and Student Publications

No abstract provided.

A Reinforcement Learning (Rl)-Motivated Simulation Framework For Evaluating Vancomycin Dosing Strategies, Bingyu Mao, Ziqian Xie, Laila Rasmy, Masayuki Nigo, Degui Zhi

Faculty, Staff and Student Publications

Achieving and maintaining the therapeutic range in vancomycin treatment is important for optimal outcomes. While guidelines and best practices based on empirical studies exist, the theoretical best dosing strategies under various conditions remain illusive. We developed an RL-based simulation framework using a deep learning two-compartment pharmacokinetic model (PK-RNN-2CM) and introduced the area under the time-concentration curve (AUC) reward score, which translates clinical guidelines into an RL reward. Ground truth time-concentration curves were generated from patient-specific data, and simulated curves were produced under different dosing strategies with optional noise perturbations to mimic real-world settings. Evaluation metrics included 24-hour AUC assessments and …

An Image-Driven Micromechanical Approach To Characterize Multiscale Remodeling In Infarcted Myocardium, Emilio A Mendiola, Sunder Neelakantan, Qian Xiang, Shuda Xia, Jianyi Zhang, Vahid Serpooshan, Peter Vanderslice, Reza Avazmohammadi

Faculty, Staff and Student Publications

Myocardial infarction (MI) is accompanied by the formation of a fibrotic scar in the left ventricle (LV) and initiates significant alterations in the architecture and constituents of the LV free wall (LVFW). Previous studies have shown that LV adaptation is highly individual, indicating that the identification of remodeling mechanisms post-MI demands a fully subject-specific approach that can integrate a host of structural alterations at the fiber-level to changes in bulk biomechanical adaptation at the tissue-level. We present an image-driven micromechanical approach to characterize remodeling, assimilating new biaxial mechanical data, histological studies, and digital image correlation data within an in-silico framework …

Explainable Suicide Phenotyping From Initial Psychiatric Evaluation Notes Using Reasoning Large Language Models, Zehan Li, Wanjing Wang, Lokesh Shahani, Rodrigo M Vieira, Salih Selek, Jair Soares, Hongfang Liu, Ming Huang

Faculty, Staff and Student Publications

Clinical phenotyping is the process of extracting patient's observable symptoms and traits to better understand their disease condition. Suicide phenotyping focuses more on behavioral and cognitive characteristics, such as suicide ideation, attempt, and self-injury, to identify suicide risks and improve interventions. In this study, we leveraged the latest reasoning models, namely 4o, o1, and o3-mini, to perform note-level multi-label classification and reasoning generation tasks using previously annotated psychiatric evaluation notes from a safety-net psychiatric inpatient hospital in Harris County, Texas. Compared with the previously finetuned GPT-3.5 model, the out-of-box reasoning models prompted with in-context learning achieved comparable and better performance, …

Linking Trauma To Mental Health In The Statewide Texas Youth Depression And Suicide Research Network (Tx-Ydsrn), Lynnel C Goodman, Joshua S Elmore, Taryn L Mayes, Abu Minhajuddin, Holli Slater, Joseph C Blader, Israel Liberzon, Regina B Baronia, Emily J Bivins, Jacquelyn M Lagrone, Sierra Jackson, Sarah L Martin, Ryan Brown, Jair C Soares, Sarah M Wakefield, Madhukar H Trivedi

Faculty, Staff and Student Publications

Rates of youth depression and suicide are rising worldwide and represent public health crises. The present study examined the relationship between trauma history and symptoms of depression, suicidal ideation, and anxiety among suicidal and depressed youth. A diverse group of 1000 8-20-year-olds enrolled in the statewide Texas Youth Depression and Suicide Research Network (TX-YDSRN) reported their trauma history (Traumatic Events Screening Inventory for Children) and symptoms of depression (Patient Health Questionnaire for adolescents; PHQ-A), anxiety (Generalized Anxiety Disorder scale; GAD-7), and suicidality (Concise Health Risk Tracking scale; CHRT-SR). Nearly half of the sample reported exposure to multiple categories of traumatic …

Microstructural Organization Of Distributed White Matter Associated With Fine Motor Control In Us Service Members With Mild Traumatic Brain Injury, Benjamin S C Wade, David F Tate, Eamonn Kennedy, Erin D Bigler, Gerald E York, Brian A Taylor, Maya Troyanskaya, Elizabeth S Hovenden, Naomi Goodrich-Hunsaker, Mary R Newsome, Emily L Dennis, Tracy Abildskov, Mary Jo Pugh, William C Walker, Kimbra Kenney, Aaron Betts, Robert Shih, Robert C Welsh, Elisabeth A Wilde

Faculty, Staff and Student Publications

Mild traumatic brain injury (mTBI) is the most common form of brain injury. While most individuals recover from mTBI, roughly 20% experience persistent symptoms, potentially including reduced fine motor control. We investigate relationships between regional white matter organization and subcortical volumes associated with performance on the Grooved Pegboard (GPB) test in a large cohort of military Service Members and Veterans (SM&Vs) with and without a history of mTBI(s). Participants were enrolled in the Long-term Impact of Military-relevant Brain Injury Consortium-Chronic Effects of Neurotrauma Consortium. SM&Vs with a history of mTBI(s) (n = 847) and without mTBI (n = …

Editorial: Methods And Applications Of Tumour Metabolic Imaging In The Preclinical And Clinical Setting, Liangjie Lin, Zhiliang Wei, Jing Wang, Nian Wang

Faculty, Staff and Student Publications

No abstract provided.

Canadian Spine Society: 24th Annual Scientific Conference, Wednesday, February 28 - Saturday, March 2, Fairmont Chateau Whistler, Whistler, Bc, Canada, Antoine Dionne, Majeed Al-Zakri, Hubert Labelle, Julie Joncas, Stefan Parent, Jean-Marc Mac-Thiong, Firoz Miyanji, Baron Lonner, Ali Eren, Patrick Cahill, Peter Newton, Jennifer A Dermott, Liisa Jaakkimainen, Teresa To, Maryse Bouchard, Andrew Howard, David E Lebel, Sarah Hardy, Armaan K Malhotra, Jennifer Dermott, Dilani Thevarajah, Karen D A Mathias, Samuel Yoon, Rajendra Sakhrekar, Dorothy J Kim, Ayesha Hadi, Andrea Doria, Aya Mitani, David Lebel, Karen Mathias, Tracey Bastrom, Amer Samdani, Marjolaine Roy-Beaudry, Marie Beauséjour, Rachelle Imbeault, Justin Dufresne, Jessica Romeo, Holly Livock, Kevin Smit, James Jarvis, Andrew Tice, Vivien K Chan, Robert Cho, Selina Poon, David L Skaggs, Geoffrey K Shumilak, Brett Rocos, Juan P Sardi, Anastasios Charalampidis, Jeff Gum, Stephen J Lewis, Peter S Tretiakov, Oluwatobi Onafowokan, Jamshaid Mir, Ankita Das, Tyler Williamson, Pooja Dave, Bailey Imbo, Jordan Lebovic, Pawel Jankowski, Peter G Passias, Stephen Lewis, Yousef Aljamaan, Lawrence G Lenke, Justin Smith, Vishal P Varshney, Ramesh Sahjpaul, Scott Paquette, Jill Osborn, Rémi Pelletier-Roy, Michael Asmussen, Manjot Birk, Taryn Ludwig, Fred Nicholls, Ariel Zohar, Janneke Loomans, Ferran Pellise, Justin S Smith, So Kato, Zeeshan Sardar, Lawrence Lenke, Aazad Abbas, Jay Toor, Gurjovan Sahi, Dusan Kovacevic, Johnathan Lex, Raja Rampersaud, Anthony V Perruccio, Nizar Mahomed, Mayilee Canizares, Maroun Rizkallah, Michel Alexandre Lebreton, Ghassan Boubez, Jesse Shen, Fidaa Alshakfa, Yousef Kamel, Galil Osman, Zhi Wang, Nikolaus Koegl, Brandon Herrington, Renan R Fernandes, Jennifer C Urquhart, Yoga R Rampersaud, Chris S Bailey, Ramtin Hakimjavadi, Tinghua Zhang, Zachary Devries, Eugene K Wai, Stephen P Kingwell, Alexandra Stratton, Eve Tsai, Philippe Phan, Noah Fine, Laura Stone, Mohit Kapoor, Alexandre Chênevert, Sonia Bédard, Greg Mcintosh, Julien Goulet, Jérome Couture, Csorn Investigators, Bernard Larue, Brent Rosenstein, Meaghan Rye, Alexa Roussac, Neda Naghdi, Luciana G Macedo, James Elliott, Richard Demont, Michael H Weber, Véronique Pepin, Geoffrey Dover, Maryse Fortin, Edisond Florial, Aditya Raj, Prarthan Amin, Yoga Raja Rampersaud, Abdullah A S M Alduwaisan, Kim Phan, Stephen Kingwell, Eugene Wai, Jeffrey Hebert, Sarah Nowell, Niels Wedderkopp, Amanda Vandewint, Neil Manson, Edward Abraham, Christopher Small, Najmedden Attabib, Erin Bigney, Michael Craig, Abdul Al-Shawwa, Kalum Ost, Saswati Tripathy, Nathan Evaniew, Bradley Jacobs, David Cadotte, Nicolas Dea, Jefferson R Wilson, Christopher S Bailey, Y Raja Rampersaud, W Bradley Jacobs, Philippe Phan Phan, Andrew Nataraj, David W Cadotte, Kenneth C Thomas, Jerome Paquet, Sean D Christie, Hamilton Hall, Charles G Fisher, Eva Y Liu, Amit R L Persad, Nathan Baron, Daryl Fourney, Husain Shakil, Jingyi Huang, Nader Fallah, Charlotte Dandurand, Csorn Investigators, Thamer Alfawaz, Tinghua Zhang, Alexandra Stratton, Eve Tsai, Eugene Wai, Stephen Kingwell, Zhi Wang, Philippe Phan, Csorn Investigators, Julien Francisco Zaldivar-Jolissaint, Raphaële Charest-Morin, Greg Mcintosh, Michael G Fehlings, Karlo M Pedro, Mohammed Ali Alvi, Jessica C W Wang, Raphaële Charest-Morin, Nicolas Dea, Charles Fisher, Marcel Dvorak, Brian Kwon, Tamir Ailon, Scott Paquette, John Street, Charlotte Dandurand, Rohail Mumtaz, Khaled Skaik, Eugene K Wai, Stephen Kingwell, Alexandra Stratton, Eve Tsai, Philippe Tran Nhut Phan, Zhi Wang, Csorn Investigators, Ragavan Manoharan, Greg Mcintosh, Yoga R Rampersaud, Jenna Smith-Forrester, Joanne E Douglas, Evan Nemeth, Jacob Alant, Sean Barry, Andrew Glennie, William Oxner, Lutz Weise, Sean Christie, Eva Y Liu, Amit R L Persad, Sabahat Saeed, Patrick Toyota, Jack Su, Braeden Newton, Nicole Coote, Daryl Fourney, Maria S Rachevits, Helen Razmjou, Susan Robarts, Albert Yee, Joel Finkelstein, Alysa Almojuela, Frederick Zeiler, Sarvesh Logsetty, Perry Dhaliwal, Mark Abdelnour, Yuxin Zhang, Eugene Wai, Stephen P Kingwell, Alexandra Stratton, Eve Tsai, Philippe T Phan, Csorn Investigators, Taylor A Smith, Christopher Small, Erin Bigney, Eden Richardson, Jillian Kearney, Neil Manson, Edward Abraham, Najmedden Attabib, Michael Bond, Stephan Dombrowski, Gwyneth Price, Jose Manuel García-Moreno, Jeffrey Hebert, Steven Qiu, Vithushan Surendran, Victoria Shi Emily Cheung, Sophie Ngana, Muhammad A Qureshi, Sunjay V Sharma, Markian Pahuta, Daipayan Guha, Ahmad Essa, Husain Shakil, Armaan Malhotra, James Byrne, Jetan Badhiwala, Eva Yuan, Yingshi He, Andrew Jack, Francois Mathieu, Jefferson R Wilson, Christopher D Witiw, Husain Shakil, Armaan K Malhotra, Eva Yuan, Christopher W Smith, Erin M Harrington, Rachel H Jaffe, Alick P Wang, Karim Ladha, Avery B Nathens, Jefferson R Wilson, Christopher D Witiw, Ryan V Sandarage, Ahmad Galuta, Eve C Tsai, Naama Rotem-Kohavi, Marcel F Dvorak, Jijie Xu, Nader Fallah, Zeina Waheed, Melody Chen, Nicolas Dea, Nathan Evaniew, Vanessa Noonan, Brian Kwon, Brian K Kwon, Toluyemi Malomo, Raphaële Charest-Morin, Scott Paquette, Tamir Ailon, Charlotte Dandurand, John Street, Charles G Fisher, Nicolas Dea, Manraj Heran, Marcel Dvorak, Rachael Jaffe, Peter Coyte, Brian Chan, Armaan Malhotra, Rebecca Hancock-Howard, Jefferson Wilson, Christopher Witiw, Newton Cho, Jordan Squair, Viviana Aureli, Nicholas James, Lea Bole-Feysot, Inssia Dewany, Nicolas Hankov, Laetitia Baud, Anna Leonhartsberger, Kristina Sveistyte, Michael Skinnider, Matthieu Gautier, Katia Galan, Maged Goubran, Jimmy Ravier, Frederic Merlos, Laura Batti, Stéphane Pagès, Nadia Bérard, Nadine Intering, Camille Varescon, Stefano Carda, Kay Bartholdi, Thomas Hutson, Claudia Kathe, Michael Hodara, Mark Anderson, Bogdan Draganski, Robin Demesmaeker, Leonie Asboth, Quentin Barraud, Jocelyne Bloch, Grégoire Courtine, Sean D Christie, Ryan Greene, Mustafa Nadi, Jacob Alant, Sean Barry, Andrew Glennie, Bill Oxner, Lutz Weise, Lisa Julien, Clara Lownie, Marcel F Dvorak, Cumhur F C Öner, Charlotte Dandurand, Alexander Joeris, Klaus Schnake, Mark Phillips, Alexander R Vaccaro, Richard Bransford, Eugen Cezar Popescu, Mohammed El-Sharkawi, Shanmuganathan Rajasekaran, Lorin M Benneker, Greg D Schroeder, Jin W Tee, John France, Jérôme Paquet, Richard Allen, William F Lavelle, Emiliano Vialle, Nicolas Dea, Antoine Dionne, David Magnuson, Andréane Richard-Denis, Yvan Petit, Francis Bernard, Dorothy Barthélémy, Jean-Marc Mac-Thiong, Lukas Grassner, Daniel Garcia-Ovejero, Evelyn Beyerer, Orpheus Mach, Iris Leister, Doris Maier, Ludwig Aigner, Angel Arevalo-Martin, Mark Alexander Maclean, Antoinette Charles, Miltiadis Georgiopoulos, Raphaële Charest-Morin, Rory Goodwin, Michael Weber, Emile Brouillard, Andréane Richard-Denis, Antoine Dionne, Ismail Laassassy, Paul Khoueir, Étienne Bourassa-Moreau, Gilles Maurais, Jean-Marc Mac-Thiong, Julien Francisco Zaldivar-Jolissaint, Nicolas Dea, Aysha Allard Brown, Kitty So, Neda Manouchehri, Megan Webster, Jay Ethridge, Audrey Warner, Avril Billingsley, Rochelle Newsome, Kirsten Bale, Andrew Yung, Mehara Seneviratne, Jimmy Cheng, Jing Wang, Shenani Basnayake, Femke Streijger, Manraj Heran, Piotr Kozlowski, Brian K Kwon, Jeff D Golan, Lior M Elkaim, Qais Alrashidi, Miltiadis Georgiopoulos, Oliver J Lasry, Drew A Bednar, Alyson Love, Soroush Nedaie, Pranjan Gandhi, Prarthan C Amin, Aditya Raj, Greg Mcintosh, Christopher J Neilsen, Ganesh Swamy, Raja Rampersaud, Amanda Vandewint, Y Raja Rampersaud, Jeffrey Hebert, Erin Bigney, Neil Manson, Najmedden Attabib, Chris Small, Eden Richardson, Jill Kearney, Edward Abraham, Raja Rampersaud, Aditya Raj, Nanadan Marathe, Greg Mcintosh, Manmeet Dhiman, Taylor J Bader, David Hart, Ganesh Swamy, Neil Duncan, Manmeet Dhiman, Taylor J Bader, Dragana Ponjevic, John R Matyas, David Hart, Ganesh Swamy, Neil Duncan, Connor P O'Brien, Jeffrey Hebert, Erin Bigney, Jillian Kearney, Eden Richardson, Edward Abraham, Neil Manson, Najmedden Attabib, Christopher Small, Luke Larochelle, Gabriella Rivas, James Lawrence, Robert Ravinsky, Dorothy Kim, Jennifer Dermott, Aya Mitani, Andrea Doria, Andrew Howard, David Lebel, Jennifer A Dermott, Lily S Switzer, Dorothy J Kim, David E Lebel, Chanelle Montpetit, Nicolas Vaillancourt, Brent Rosenstein, Maryse Fortin, Emma Nadler, Jennifer Dermott, Dorothy Kim, David E Lebel, Daniel Wolfe, Brent Rosenstein, Maryse Fortin, Daniel Wolfe, Geoffrey Dover, Mathieu Boily, Maryse Fortin, Husain Shakil, Armaan K Malhotra, Jetan H Badhiwala, Vishu Karthikeyan, Yingshi He, Michael G Fehlings, Arjun Sahgal, Nicolas Dea, Alex Kiss, Christopher D Witiw, Donald R Redelmeier, Jefferson R Wilson, Marco Pérez Caceres, Véronique Freire, Jesse Shen, Fidaa Al-Shakfa, Omer Ahmed, Zhi Wang, William Chu Kwan, Scott L Zuckerman, Charles G Fisher, Ilya Laufer, Dean Chou, John E O'Toole, Markus Schultheiss, Michael H Weber, Daniel M Sciubba, Markian Pahuta, John H Shin, Michael G Fehlings, Anne Versteeg, Matthew L Goodwin, Stefano Boriani, Chetan Bettegowda, Aron Lazary, Alessandro Gasbarrini, Jeremy J Reynolds, Jorrit-Jan Verlaan, Arjun Sahgal, Ziya L Gokaslan, Laurence D Rhines, Nicolas Dea, Van Tri Truong, The Khanh Dang, Galil Osman, Fidaa Al-Shakfa, Danielle Boule, Jesse Shen, Zhi Wang, Maroun Rizkallah, Ghassan Boubez, Jesse Shen, Philippe Phan, Fidaa Alshakfa, Danielle Boule, Celine Belguendouz, Rayane Kafi, Sung-Joo Yuh, Daniel Shedid, Zhi Wang, Zhi Wang, Jesse Shen, Ghassan Boubez, Fidaa Alshakfa, Daniele Boulé, Celine Belguendouz, Rayane Kafi, Philippe Phan, Daniel Shedid, Sung-Joo Yuh, Maroun Rizkallah, Yan Gabriel Morais David Silva, Luis Weber, Felipe Leão, Ahmad Essa, Armaan K Malhotra, Husain Shakil, James Byrne, Jetan Badhiwala, Avery B Nathens, Tej D Azad, Eva Yuan, Yingshi He, Andrew S Jack, Francois Mathieu, Jefferson R Wilson, Christopher D Witiw, Michael Craig, Nick Guenther, Jan Valosek, Maxime Bouthillier, Naga Karthik Enamundram, Naama Rotem-Kohavi, Suzanne Humphreys, Sean Christie, Michael Fehlings, Brian Kwon, Jean-Marc Mac-Thiong, Philippe Phan, Jerome Paquet, Mathieu Guay-Paquet, Julien Cohen-Adad, David Cadotte, Antoine Dionne, Jean-Marc Mac-Thiong, Heather Hong, Dilnur Kurban, Jijie Xu, Dorothy Barthélémy, Sean Christie, Daryl Fourney, Gary Linassi, Adalberto Loyola Sanchez, Jérôme Paquet, Vidya Sreenivasan, Andrea Townson, Eve C Tsai, Andréane Richard-Denis, William Chu Kwan, Pedram Laghaei, Harsh Kahlon, Tamir Ailon, Raphael Charest-Morin, Charlotte Dandurand, Scott Paquette, Nicholas Dea, John Street, Charles G Fisher, Marcel F Dvorak, Brian K Kwon, Jérémie Thibault, Antoine Dionne, Mohamed Al-Sofyani, Rémi Pelletier-Roy, Andréane Richard-Denis, Étienne Bourassa-Moreau, Jean-Marc Mac-Thiong, Maxime Bouthillier, Jan Valošek, Naga Karthik Enamundram, Mathieu Guay-Paquet, Nick Guenther, Naama Rotem-Kohavi, Suzanne Humphreys, Sean Christie, Michael Fehlings, Brian K Kwon, Jean Marc Mac-Thiong, Philippe Phan, David Cadotte, Julien Cohen-Adad, Luke Reda, Colton Kennedy, Stephanie Stefaniuk, Parvin Eftekhar, Larry Robinson, Cathy Craven, Jana Dengler, Colton Kennedy, Luke Reda, Stephanie Stefaniuk, Parvin Eftekhar, Larry Robinson, Cathy Craven, Jana Dengler, Maryam Rezaeezadeh Roukerd, Maitreya Patel, Eve Tsai, Ahmad Galuta, Sasi Jagadeesan, Ryan Vimukthie Sandarage, Philippe Phan, Wojtek Michalowski, William Van Woensel, Khushdeep Vig, Jillian Kazley, Abdul Arain, Gabriella Rivas, Robert Ravinsky, James Lawrence, Shaurya Gupta, Jibrahn Patel, Isaac Turkstra, Kirill Pustovetov, Victor Yang, W Bradley Jacobs, Gonzalo Mariscal, Christopher D Witiw, James S Harrop, Ahmed Essa, Christopher D Witiw, Gonzalo Mariscal, W Bradley Jacobs, James S Harrop, Ahmed Essa, Jin Tong Du, Ahmed Cherry, Rajesh Kumar, Nadia Jaber, Michael Fehlings, Albert Yee, Siril Teja Dukkipati, Mark Driscoll, Elizabeth Byers, Justin L Brown, Michelle Gallagher, James Sugar, Shannon Rockall, James Hektner, Scott Donia, John Chernesky, Vanessa K Noonan, Aaron A Varga, Flo Slomp, Emily Thiessen, Nataliya Lastivnyak, Linda Slater Maclean, Vanessa Ritchie, Aaron Hockley, Lutz M Weise, Christine Potvin, Peggy Flynn, Sean Christie, Isaac Turkstra, Bruno Oppermann, Marcelo Oppermann, Shaurya Gupta, Jibrahn Patel, Kirill Pustovetov, Kenneth Lee, Chaoliang Chen, Mohammadmahdi Rastgarjazi, Victor Yang, Sarah Hardy, Samuel Strantzas, Alison Anthony, Jennifer Dermott, Mike Vandenberk, Samer Hassan, David Lebel, Yan Gabriel Morais David Silva, Bernard Larue, Jerome Couture, Newton Pimenta, Jocelyn Blanchard, Alexandre Chenevert, Julien Goulet, Ryan Greene, Sean D Christie, Amanda Hall, Holly Etchegary, Alwalaa Althagafi, Jae Han, Ryan Greene, Sean Christie, Gwynedd Pickett, Christopher Witiw, James Harrop, W Bradley Jacobs, Gonzalo Mariscal, Ahmed Essa, W Bradley Jacobs, Gonzalo Mariscal, Christopher Witiw, James S Harrop, Ahmed Essa, Timothy Lasswell, Parham Rasoulinejad, Richard Hu, Chris Bailey, Fawaz Siddiqi, Abdulrahman Hamdoon, Mohamed Amin Soliman, Juhi Maraj, Deven Jhawar, Balraj Jhawar, Kirsten A Schuler, Lindsay D Orosz, Tarek Yamout, Brandon J Allen, Wondwossen T Lerebo, Rita T Roy, Thomas C Schuler, Christopher R Good, Colin M Haines, Ehsan Jazini, Kalum J Ost, Abdul Al-Shawwa, David Anderson, Nathan Evaniew, Bradley W Jacobs, Peter Lewkonia, Fred Nicholls, Paul T Salo, Kenneth C Thomas, Michael Yang, David Cadotte, Mohamed Sarraj, Nathasha Rajapaksege, Nicolas Dea, Nathan Evaniew, Greg Mcintosh, Markian Pahuta, Hani Nouran Alharbi, Khaled Skaik, Eugene K Wai, Stephen Kingwell, Alexandra Stratton, Eve Tsai, Philippe Tran Nhut Phan, Zhi Wang, Csorn Investigators, Julien Francisco Zaldivar-Jolissaint, Sara Gustafson, Ian Polyzois, Trevor Gascoyne, Michael Goytan, Drew Alexander Bednar, Mohamed Sarra, Brett Rocos, Juan P Sardi, Anastasios Charalampidis, Jeff Gum, Stephen J Lewis, Ravi Ghag, Samuel Kirk, Otis Shirley, Jeffrey Bone, Andrew Morrison, Firoz Miyanji, Amit Parekh, Ethan Sanders, Manjot Birk, Fred Nicholls, Kevin Smit, Holly Livock, Jessica Romeo, James Jarvis, Andrew Tice, Sofía Frank, Hubert Labelle, Stephan Parent, Soraya Barchi, Julie Joncas, Jean-Marc Mac-Thiong, Jérémie Thibault, Julie Joncas, Soraya Barchi, Stefan Parent, Marie Beausejour, Jean-Marc Mac-Thiong, Antoine Dionne, Jean-Marc Mac-Thiong, Stefan Parent, Jesse Shen, Julie Joncas, Soraya Barchi, Hubert Labelle, Manjot S Birk, Fred Nicholls, Rémi Pelletier-Roy, Ethan Sanders, Stephen Lewis, Yousef Aljamaan, Lawrence G Lenke, Justin Smith, Zeeshan Sardar, Elen Mullaj, David Lebel, Jennifer Dermott, Natasha Bath, Karen Mathias, Deepa Kattail, Ariel Zohar, Janneke Loomans, Ferran Pellise, Justin S Smith, So Kato, Zeeshan Sardar, Lawrence Lenke, Stephen J Lewis, Taylor J Bader, Manmeet Dhiman, David Hart, Neil Duncan, Paul Salo, Ganesh Swamy, Stephen Joel Lewis, Peyton Lloyd Lawrence, Justin Smith, Ferran Pellise, Zeeshan Sardar, Peyton Lloyd Lawrence, Stephen Joel Lewis, Justin Smith, Ferran Pellise, Zeeshan Sardar, Jordan J Levett, Abdulrhman Alnasser, Uri Barak, Lior M Elkaim, Thien Sa Hoang, Naif M Alotaibi, Daipayan Guha, Isaac L Moss, Alexander G Weil, Michael H Weber, Phillip De Muelenaere, Kashif Parvez, John Sun, Olivia C Iorio, Brent Rosenstein, Neda Naghdi, Maryse Fortin, Felicia Manocchio, Ran Ankory, Lisa Stallwood, Henry Ahn, Hamza Mahdi, Abdul Naeem, Deven Jhawar, Milad Moradi, Balraj Jhawar, Steven Qiu, Vithushan Surendran, Victoria Shi, Emily Cheung, Sophie Ngana, Muhammad A Qureshi, Sunjay V Sharma, Markian Pahuta, Daipayan Guha

Faculty, Staff and Student Publications

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