Digital Commons Network^™

A Web-Based Interface For Visualizing And Documenting Seeg Strategic Planning (Wisp): Development And Qualitative Evaluation, Guo-Qiang Zhang

Faculty, Staff and Student Publications

WISP stands as an efficacious solution to the challenges associated with Stereoelectroencephalography (SEEG) strategic planning, offering lightweight and interactive web interfaces for rendering multiple brain views. These interfaces facilitate collaborative engagement among care team members across various disciplines during patient case conferences and SEEG strategic planning sessions. Moreover, WISP incorporates a collaborative electrode and electrode group library, serving as a standardized repository of knowledge. The application enables seamless conversion of case conference outcomes and SEEG plans into images and PDF files, with transmission to Electronic Health Record (EHR) systems through a customized HL7 engine. The initial assessment findings demonstrate WISP …

Prognostic Value Of The 5-Sense Score To Predict Focality Of The Seizure-Onset Zone As Assessed By Stereoelectroencephalography: A Prospective International Multicentre Validation Study, Milan Brazdil, Martin Ejler Fabricius, Mercedes Garcés-Sanchez, Kahina Hammam, Akio Ikeda, Kristin Ikeda, Philippe Kahane, Giridhar Kalamangalam, Gudrun Kalss, Mays Khweileh, Katsuya Kobayashi, Patrick Kwan, Joshua Andrew Laing, Markus Leitinger, Samden Lhatoo, Julia Makhalova, Aileen Mcgonigal, Iona Mindruta, Mary Margaret Mizera, Andrew Neal, Irina Oane, Prachi Parikh, Piero Perucca, Francesca Pizzo, Rodrigo Rocamora, Philippe Ryvlin, Victoria San Antonio Arce, Stephan Schuele, Andreas Schulze-Bonhage, Ana Suller Marti, Alexandra Urban, Vincente Villanueva, Laura Vilella Bertran, Benjamin Whatley, Sandor Beniczky, Eugen Trinka, Georg Zimmermann, Birgit Frauscher

Faculty, Staff and Student Publications

Introduction: Epilepsy surgery is the only curative treatment for patients with drug-resistant focal epilepsy. Stereoelectroencephalography (SEEG) is the gold standard to delineate the seizure-onset zone (SOZ). However, up to 40% of patients are subsequently not operated as no focal non-eloquent SOZ can be identified. The 5-SENSE Score is a 5-point score to predict whether a focal SOZ is likely to be identified by SEEG. This study aims to validate the 5-SENSE Score, improve score performance by incorporating auxiliary diagnostic methods and evaluate its concordance with expert decisions.

Methods and analysis: Non-interventional, observational, multicentre, prospective study including 200 patients with drug-resistant …

Survivorship, Outcomes, And Risk Factors For Conversion To Total Hip Arthroplasty After Revision Hip Arthroscopic Surgery In Obese Patients: Results At A Minimum 5-Year Follow-Up, Anqi Zhang

Faculty, Staff and Student Publications

OBJECTIVE: A high number of Non-Small Cell Lung Cancer (NSCLC) patients with brain metastasis who have not had surgery often have a negative outlook. Radiotherapy remains a most common and effective method. Nomograms were developed to forecast the cancer-specific survival (CSS) and overall survival (OS) in NSCLC individuals with nonoperative brain metastases who underwent radiotherapy.

METHODS: Information was gathered from the Surveillance, Epidemiology, and End Results (SEER) database about patients diagnosed with NSCLC who had brain metastases not suitable for surgery. Nomograms were created and tested using multivariate Cox regression models to forecast CSS and OS at intervals of 1, …

Advancements In Varicose Vein Treatment: Anatomy, Pathophysiology, Minimally Invasive Techniques, Sclerotherapy, Patient Satisfaction, And Future Directions, Rashed A Alsubari, Hareem Arif, Sophia B Bellegarde, Pakeezah Bisharat, Muhayya Faizullah

Faculty, Staff and Student Publications

Varicose veins are a common vascular condition known for causing discomfort and cosmetic concerns. This comprehensive narrative review delves into their anatomy, pathophysiology, and modern treatment options, with a focus on endovenous techniques and sclerotherapy. The review starts by emphasizing the intricate anatomy of lower extremity venous circulation, underlining the significance of both superficial and deep venous networks in venous return. It also addresses how changes in the venous wall, including valvular insufficiency, contribute to the development of varicose veins. Endovenous techniques like endovenous laser ablation (EVLA), radiofrequency ablation (RFA), and mechanochemical endovenous ablation (MOCA) are explored in detail. These …

Measurement Of 8-Hydroxy-2′-Deoxyguanosine In Serum And Cerebrospinal Fluid Of Horses With Neuroaxonal Degeneration And Other Causes Of Proprioceptive Ataxia, Mary Robinson

Faculty, Staff and Student Publications

BACKGROUND: Eight-hydroxy-2'-deoxyguanosine (8-OHdG), a biomarker of oxidative damage evaluated in human neurodegenerative disease, has potential to correlate with postmortem diagnosis of neuroaxonal dystrophy/degenerative myeloencephalopathy (NAD/DM) in horses.

HYPOTHESIS: We hypothesized that 8-OHdG will be higher in CSF and serum from NAD/DM horses compared with horses with other neurologic diseases (CVSM, EPM) and a control group of neurologically normal horses. We also hypothesized that 8-OHdG will be higher in CSF compared with serum from NAD/DM horses.

ANIMALS: Fifty client-owned horses with postmortem diagnoses: 20 NAD/DM, 10 CVSM, 10 EPM, and 10 control horses. Serum and CSF samples were obtained between November …

Trajectory Clustering Of Immune Cells And Its Association With Clinical Outcomes After Aneurysmal Subarachnoid Hemorrhage, Huimahn Alex Choi, Si Un Lee, Seung Pil Ban, Jae Seung Bang, Moon-Ku Han, O-Ki Kwon, Chang Wan Oh

Faculty, Staff and Student Publications

Background and purpose: The immune response following aneurysmal subarachnoid hemorrhage (aSAH) can exacerbate secondary brain injury and impact clinical outcomes. As the immune response after aSAH is a dynamic process, we aim to track and characterize immune cell trajectories over time to identify patterns associated with various clinical outcomes.

Methods: In this retrospective single-center study of patients with aSAH, we analyzed immune cell count trajectories, including neutrophil, monocyte, and lymphocyte counts, collected from day 1 to day 14. These trajectories were classified into four distinct clusters utilizing the k-means longitudinal clustering method. A comprehensive multivariable analysis was performed to explore …

Nlrp3 Activation Contributes To Memory Impairment In An Experimental Model Of Pneumococcal Meningitis, Diogo Dominguini

Faculty, Staff and Student Publications

Bacterial meningitis is considered a life-threatening condition with high mortality rates. In response to the infection, signaling cascades, producing pro-inflammatory mediators trigger an exacerbated host immune response. Another inflammatory pathway occurs through the activation of inflammasomes. Studies highlight the role of the NLR family pyrin domain containing 3 (NLRP3) in central nervous system disorders commonly involved in neuroinflammation. We aimed to investigate the role of NLRP3 and its inhibitor MCC950 on neurochemical, immunological, and behavioral parameters in the early and late stages of experimental pneumococcal meningitis. For this, adult male Wistar rats received an intracisternal injection of Streptococcus pneumoniae or …

Benign Disorders Of The Mediastinum: A Narrative Review, Sujith V Cherian

Faculty, Staff and Student Publications

Background and objective: There are several benign processes that affect the mediastinum with considerable morbidity that may range from reactive entities to neoplastic disorders. This review article will focus on non-neoplastic benign mediastinal diseases which include large vessel vasculitis such as Takayasu and giant cell arteritis, mediastinal granulomas, fibrosing mediastinitis and mediastinal infections. These diseases can cause significant morbidity and mortality; therefore, we aim to familiarize readers with the pathophysiology, epidemiology and diagnosis of these mediastinal diseases and provide an update on the treatment options available.

Methods: We searched various databases such as PubMed and Google Scholar from August 2023 …

Association Between Serum Vitamin D Status And Uterine Leiomyomas: A Case-Control Study, Chukwuemeka Okwudili Ezeama, Chukwudi Anthony Ogabido, Charlotte Blanche Oguejiofor, Tobechi Kingsley Njoku, Richard Obinwanne Egeonu, Chigozie Geoffrey Okafor, Hillary Ikechukwu Obiagwu, Chukwudubem Chinagorom Onyejiaka, Afam Ben Obidike, Christian Ejike Onah, Ifeanyi Uzukwu, Amarachukwu Doris Okoro, Evaristus Chino Ezema, Adaobi Maryann Ibekwe, Joseph Ifeanyichukwu Ikechebelu

Faculty, Staff and Student Publications

OBJECTIVE: Uterine leiomyoma is a common gynecological condition that negatively affects women's quality of life. Vitamin D plays an important role in tumor development and progression. However, clinical studies comparing serum vitamin D levels between women with and without uterine leiomyomas are limited and inconclusive. This study aimed to compare serum vitamin D levels in women with and without uterine leiomyomas.

METHODS: This hospital-based case-control study included 150 women who visited a gynecological clinic. The cases included 75 women with uterine leiomyoma, whereas the controls included 75 age-and parity-matched participants without uterine leiomyoma. Serum vitamin D levels were measured in …

Exploring Uniform, Dual, And Dynamic Topologies Of Membrane Proteins By Substituted Cysteine Accessibility Method (Scam™)

Faculty, Staff and Student Publications

A described simple and advanced protocol for Substituted Cysteine Accessibility Method as applied to transmembrane (TM) orientation (SCAM™) permits a topology analysis of proteins in their native state and can be universally adapted to any membrane system to either systematically map an uniform or identify and quantify the degree of mixed topology or establish transmembrane assembly dynamics from relatively static experimental data such as endpoint topologies of membrane proteins. In this approach, noncritical individual amino acids that are thought to reside in the putative extracellular or intracellular loops of a membrane protein are replaced one at the time by cysteine …

Carbimazole-Associated Pancreatitis: Report From Western India

Faculty, Staff and Student Publications

Pancreatitis is a very rare complication of methimazole and carbimazole therapy. We describe a case of possible carbimazole-associated pancreatitis. A 41-year-old Asian man (with no comorbidities) reported to the hospital with atrial fibrillation and a fast ventricular rate. He was diagnosed with hyperthyroidism due to Graves disease. His rhythm was reverted with amiodarone, and carbimazole was initiated at 15 mg daily for the medical management of Graves disease. Fifteen days later, he presented with acute severe abdominal pain and vomiting with elevated serum amylase 387 U/L (reference range, 28-100 U/L) and lipase levels 206 U/L (reference range, 13-60 U/L). Magnetic …

A Comparison Of Otolaryngology Residency Applicants Over Time And To Other Surgical Applicants, Neil N Luu

Faculty, Staff and Student Publications

OBJECTIVE: Understand how otolaryngology residency applicant characteristics have changed over time and compare them to those of other surgical subspecialties.

STUDY DESIGN: Retrospective analysis of academic, extracurricular, and application data in the Texas Seeking Transparency in Application to Residency databases.

SETTING: Applicants to otolaryngology, neurological surgery, ophthalmology, plastic surgery, urology, and orthopedic surgery applicants from 2019 to 2023.

METHODS: Kruskal-Wallis, Wilcoxon rank sum, Fischer's exact, and Mann-Whitney

RESULTS: Across 4 match cycles and 541 otolaryngology applicants, significant differences were found in the average number of honored clerkships per applicant (

CONCLUSION: Matching into otolaryngology has become increasingly competitive and is …

Precision Needle-Punch Tumor Enrichment From Paraffin Blocks Improves The Detection Of Clinically Actionable Genomic Alterations And Biomarkers, Nimesh R Patel, Douglas A Mata, Jeffrey S Ross, Jo-Anne Vergilio, Julia A Elvin, Roy S Herbst, Philip C Mack, Jonathan K Killian

Faculty, Staff and Student Publications

BACKGROUND: While many molecular assays can detect mutations at low tumor purity and variant allele frequencies, complex biomarkers such as tumor mutational burden (TMB), microsatellite instability (MSI), and genomic loss of heterozygosity (gLOH) require higher tumor purity for accurate measurement. Scalable, quality-controlled, tissue-conserving methods to increase tumor nuclei percentage (TN%) from tumor specimens are needed for complex biomarkers and hence necessary to maximize patient matching to approved therapies or clinical trial enrollment. We evaluated the clinical utility and performance of precision needle-punch enrichment (NPE) compared with traditional razor blade macroenrichment of tumor specimens on molecular testing success.

METHODS: Pathologist-directed NPE …

Intranasal Sensitization Model Of Alopecia Areata Using Pertussis Toxin As Adjuvant, Zeina M Saleh, John William Lindsey, Ronald P Rapini, Steven Glazer, Keith Rubin, Jon Marc Rhoads

Faculty, Staff and Student Publications

Background: Nasopharyngeal Bordetella pertussis (BP) colonization is common, with about 5% of individuals having PCR evidence of subclinical BP infection on nasal swab, even in countries with high vaccination rates. BP secretes pertussis toxin (PTx). PTx is an adjuvant commonly used to induce autoimmunity in multiple animal models of human disease. Colocalization of PTx and myelin from myelinated nerves in the nasopharynx may lead to host sensitization to myelin with subsequent autoimmune pathology.

Methods: C57BL/6J female adult mice were given varied doses and schedules of intranasal PTx, MOG35-55 antigen, or controls to test whether intranasal administration of PTx and myelin …

Differential Regulation Of Tissue-Resident And Blood-Derived Macrophages In Models Of Autoimmune And Traumatic Peripheral Nerve Injury, Louise D Mccullough

Faculty, Staff and Student Publications

Introduction: The current study focuses on understanding the functional role of different subsets of endoneurial macrophages in autoimmune polyneuropathies (AP) and traumatic peripheral nerve injury (TPNI), which holds potential for clinical application. Recent studies have advanced our understanding of the diverse origins of macrophages within peripheral nerves. However, there remains a gap in our knowledge regarding how endoneurial macrophages from different origins affect disease progression in AP versus TPNI.

Methods: Flow cytometry was utilized to analyze macrophage phenotypes, including polarization states, cytokine production, and myelin phagocytosis in animal models of AP and TPNI. This study focuses on two distinct origins …

Optimizing Delirium Care In The Era Of Age-Friendly Health System, Terry Fulmer, Nicholas Reed, Christine Waszynski, Esther S Oh

Faculty, Staff and Student Publications

Delirium is a significant geriatric condition associated with adverse clinical and economic outcomes. The cause of delirium is usually multifactorial, and person-centered multicomponent approaches for proper delirium management are required. In 2017, the John A. Hartford Foundation and the Institute for Healthcare Improvement (IHI) launched a national initiative, Age-Friendly Health System (AFHS), promoting the use of a framework called 4Ms (what matters, medication, mentation, and mobility). The 4Ms framework's primary goal is to provide comprehensive and practical person-centered care for older adults and it aligns with the core concepts of optimal delirium management. In this special article, we demonstrate how …

Perspective: The Evolution Of Hormones And Person Perception-A Quantitative Genetic Framework

Faculty, Staff and Student Publications

Evolutionary biology provides a unifying theory for testing hypotheses about the relationship between hormones and person perception. Person perception usually receives attention from the perspective of sexual selection. However, because person perception is one trait in a suite regulated by hormones, univariate approaches are insufficient. In this Perspectives article, quantitative genetics is presented as an important but underutilized framework for testing evolutionary hypotheses within this literature. We note tacit assumptions within the current literature on psychiatric genetics, which imperil the interpretation of findings thus far. As regulators of a diverse manifold of traits, hormones mediate tradeoffs among an array of …

Racial And Ethnic Disparities In Operative Experience Among General Surgery Residents: A Multi-Institutional Study From The Us Rope Consortium, Jonathan S Abelson, Jeffry T Nahmias, Ali Elsaadi, Samuel J Campbell, Darci C Foote, Felicia A Ivascu, Kelsey B Montgomery, Polina Zmijewski, Samuel E Byrd, Mary K Kimbrough, Savannah Smith, Lauren M Postlewait, Shah-Jahan M Dodwad, Sasha D Adams, Katherine C Markesbery, Katherine M Meister, Matthew R Woeste, Robert C G Martin, Zachary M Callahan, Joshua A Marks, Purvi Patel, Michael J Anstadt, Bilal Waqar Nasim, Ross E Willis, Jitesh A Patel, Melissa R Newcomb, Christopher C Stahl, Motaz Al Yafi, Jeffrey M Sutton, Brian C George, Ralph C Quillin, Nancy L Cho, Alexander R Cortez

Faculty, Staff and Student Publications

Objective: To determine the relationship between race/ethnicity and case volume among graduating surgical residents.

Background: Racial/ethnic minority individuals face barriers to entry and advancement in surgery; however, no large-scale investigations of the operative experience of racial/ethnic minority residents have been performed.

Methods: A multi-institutional retrospective analysis of the Accreditation Council for Graduate Medical Education case logs of categorical general surgery residents at 20 programs in the US Resident OPerative Experience Consortium database was performed. All residents graduating between 2010 and 2020 were included. The total, surgeon chief, surgeon junior, and teaching assistant case volumes were compared between racial/ethnic groups.

Results: …

The Contribution Of Amyloid Deposition In The Aortic Valve To Calcification And Aortic Stenosis

Faculty, Staff and Student Publications

Trillions of microbes live symbiotically in the host, specifically in mucosal tissues such as the gut. Recent advances in metagenomics and metabolomics have revealed that the gut microbiota plays a critical role in the regulation of host immunity and metabolism, communicating through bidirectional interactions in the microbiota-gut-brain axis (MGBA). The gut microbiota regulates both gut and systemic immunity and contributes to the neurodevelopment and behaviors of the host. With aging, the composition of the microbiota changes, and emerging studies have linked these shifts in microbial populations to age-related neurological diseases (NDs). Preclinical studies have demonstrated that gut microbiota-targeted therapies can …

Double Hit In Clear-Cell Renal Cell Carcinoma With Germline Pathogenic Atm Mutation And Somatic Vhl Mutation, Curtis Wray

Faculty, Staff and Student Publications

While renal cell carcinoma (RCC) is often linked to smoking, obesity, and hypertension, hereditary forms also account for about 3% of RCC cases. Notably, NCCN guidelines identify 7 major hereditary syndromes associated with an increased RCC risk. Inherited mutations in DNA repair genes, such as ATM, BRCA, and TP53, significantly increase the risk of various cancers. Biallelic pathogenic mutations in ATM cause Ataxia-Telangiectasia (A-T) syndrome, while heterozygous germline pathogenic ATM mutations, present in about 1% of the population, also elevate cancer risk. RCC has not traditionally been associated with germline pathogenic ATM mutations, only limited retrospective analyses have identified such …

Facing Futility In Hemorrhagic Shock: When To Say ‘When’ In Children And Adults

Faculty, Staff and Student Publications

No abstract provided.

Promising Response Of Olaparib In Patient With Germline Atm-Mutated Metastatic Gastric Cancer, Victor Yang

Faculty, Staff and Student Publications

Gastric cancer ranks as the fifth leading cause of global cancer incidences, exhibiting varied prevalence influenced by geographical, ethnic, and lifestyle factors, as well as Helicobacter pylori infection. The ATM gene on chromosome 11q22 is vital for genomic stability as an initiator of the DNA damage response, and mutations in this gene have been associated with various cancers. Poly ADP-ribose polymerase (PARP) inhibitors, such as olaparib, have shown efficacy in cancers with homologous recombination repair deficiencies, notably in those with ATM mutations. Here, we present a case of a 66-year-old patient with germline ATM-mutated metastatic gastric cancer with very high …

One-Step Production Of Fully Biotinylated And Glycosylated Human Fc Gamma Receptors

Faculty, Staff and Student Publications

Initiating and regulating humoral immunity, Fc gamma receptors (FcγRs) have been identified both as therapeutics and as drug targets, and thus production of biologically active FcγRs is highly demanded for biopharmaceutical development. Focusing on low-affinity FcγRs IIA (131H/R allotypes), IIB, and IIIA (176F/V), this study used human 293-F cells to achieve correct post-translational modifications (PTMs) including biotinylation, N-glycosylation, and disulfides. Approaches involving co-expression of FcγR-AviTag and Escherichia coli biotin ligase BirA, endoplasmic reticulum retention, stable and transient transfections, and optimization of transgene ratio were investigated. Protein electrophoresis under reducing and non-reducing conditions, enzymatic deglycosylation, streptavidin pull-down assays, and binding kinetic …

The Kidney In Heart Failure: The Role Of Venous Congestion

Faculty, Staff and Student Publications

BACKGROUND: Cancer stem cells (CSCs) have emerged as pivotal players in tumorigenesis, disease progression, and resistance to therapies.

OBJECTIVE: This comprehensive review delves into the intricate relationship between CSCs and the cell-of-origin in diverse cancer types.

DESIGN: Comprehensive review of thematically-relevant literature.

METHODS: We explore the underlying molecular mechanisms that drive the conversion of normal cells into CSCs and the impact of the cell-of-origin on CSC properties, tumor initiation, and therapeutic responses. Moreover, we discuss potential therapeutic interventions targeting CSCs based on their distinct cell-of-origin characteristics.

RESULTS: Accruing evidence suggest that the cell-of-origin, the cell type from which the tumor …

Nonlinear Changes In Facial Affect And Posttraumatic Growth: Assessment Of Ecological Momentary Assessment Video Data, Aaron M. Harwell, David Pincus, Bernard P. Ricca, Emmeline Taylor, Charles C. Benight

Psychology Faculty Articles and Research

Posttraumatic Growth (PTG), characterized by newfound meaning, perspective, and purpose for trauma survivors, remains enigmatic in its nature. This state is thought to arise from the dynamic interplay of biopsychosocial factors; however, the nature of this interplay is unclear. This study aimed to investigate the intricate relationship between PTG and facial affect dynamics, shedding light on the complex interplay of biopsychosocial factors that underpin this transformative process. We conducted a comprehensive investigation involving 19 wildfire survivors who provided daily self-reported PTG ratings alongside smartphone videos analyzed using Automated Facial Affect Recognition (AFAR) software. Our findings revealed compelling evidence of self-organization …

Justice Via Chat? How Litigants’ Preferences And Attorneys’ Recommendations Influence The Choice To Use Online Dispute Resolution, Andrea C. F. Wolfs, Donna Shestowsky

Psychology Faculty Articles and Research

There is a significant need for empirical evidence concerning how litigants compare and choose between various modalities of online dispute resolution (ODR) and traditional in-person mediation for resolving legal disputes. To fill this need, we examined three potentially relevant psychological factors: (a) baseline attitudes toward in-person, video, and text-based mediation; (b) past communication style used by litigants; and (c) expert advice via attorney recommendations. We utilized a 2 × 3 × 3 design with communication style as a between-subjects variable, mediation modality as a within-subjects variable, and attorney recommendation randomized as either aligning with or differing from the participant’s baseline …

Disentangling Accelerated Cognitive Decline From The Normal Aging Process And Unraveling Its Genetic Components: A Neuroimaging-Based Deep Learning Approach, Xiaoyang Li, Nitesh Enduru, Andi Liu, Astrid M Manuel, Xiaoqian Jiang, Zhongming Zhao, Alzheimer’S Disease Neuroimaging Initiative

Faculty, Staff and Student Publications

BACKGROUND: The progressive cognitive decline, an integral component of Alzheimer's disease (AD), unfolds in tandem with the natural aging process. Neuroimaging features have demonstrated the capacity to distinguish cognitive decline changes stemming from typical brain aging and AD between different chronological points.

OBJECTIVE: To disentangle the normal aging effect from the AD-related accelerated cognitive decline and unravel its genetic components using a neuroimaging-based deep learning approach.

METHODS: We developed a deep-learning framework based on a dual-loss Siamese ResNet network to extract fine-grained information from the longitudinal structural magnetic resonance imaging (MRI) data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) study. …

Metarnn: Differentiating Rare Pathogenic And Rare Benign Missense Snvs And Indels Using Deep Learning, Laila Rasmy, Xinyue Hu, Jianping He, Yifang Dang, Jingna Feng, Jianfu Li, Yichen Wang, Tianchen Lyu, Naomi Braun, Si Pham, Michael Gharacholou, Delisa Fairweather, Degui Zhi, Jiang Bian, Cui Tao

Faculty, Staff and Student Publications

BACKGROUND: Effective management of dual antiplatelet therapy (DAPT) following drug-eluting stent (DES) implantation is crucial for preventing adverse events. Traditional prognostic tools, such as rule-based methods or Cox regression, despite their widespread use and ease, tend to yield moderate predictive accuracy within predetermined timeframes. This study introduces a new contrastive learning-based approach to enhance prediction efficacy over multiple time intervals.

METHODS: We utilized retrospective, real-world data from the OneFlorida + Clinical Research Consortium. Our study focused on two primary endpoints: ischemic and bleeding events, with prediction windows of 1, 2, 3, 6, and 12 months post-DES implantation. Our approach first …

Contrastive Learning With Transformer For Adverse Endpoint Prediction In Patients On Dapt Post-Coronary Stent Implantation, Laila Rasmy, Xinyue Hu, Jianping He, Yifang Dang, Jingna Feng, Jianfu Li, Yichen Wang, Tianchen Lyu, Naomi Braun, Si Pham, Michael Gharacholou, Delisa Fairweather, Degui Zhi, Jiang Bian, Cui Tao

Faculty, Staff and Student Publications

Background: Effective management of dual antiplatelet therapy (DAPT) following drug-eluting stent (DES) implantation is crucial for preventing adverse events. Traditional prognostic tools, such as rule-based methods or Cox regression, despite their widespread use and ease, tend to yield moderate predictive accuracy within predetermined timeframes. This study introduces a new contrastive learning-based approach to enhance prediction efficacy over multiple time intervals.

Methods: We utilized retrospective, real-world data from the OneFlorida + Clinical Research Consortium. Our study focused on two primary endpoints: ischemic and bleeding events, with prediction windows of 1, 2, 3, 6, and 12 months post-DES implantation. Our approach first …

Metabolic Bioactivation Of Antidepressants: Advance And Underlying Hepatotoxicity, Feng Li

Faculty, Staff and Students Publications

Many drugs that serve as first-line medications for the treatment of depression are associated with severe side effects, including liver injury. Of the 34 antidepressants discussed in this review, four have been withdrawn from the market due to severe hepatotoxicity, and others carry boxed warnings for idiosyncratic liver toxicity. The clinical and economic implications of antidepressant-induced liver injury are substantial, but the underlying mechanisms remain elusive. Drug-induced liver injury may involve the host immune system, the parent drug, or its metabolites, and reactive drug metabolites are one of the most commonly referenced risk factors. Although the precise mechanism by which …