Life Sciences Commons^™

Linking Shared Decision Making To Outcomes In Simulated Prenatal Genetic Counseling Sessions, Raquel C. Chavarria

USF Tampa Graduate Theses and Dissertations

Shared decision-making (SDM), defined as the collaborative process between patient and healthcare provider to arrive at a values-based clinical decision, may be valuable in genetic counseling (GC) given that patients are often faced with various options. Four published studies have measured or made conclusions about the use of SDM skills in GC settings, but only one study evaluated relationships between third-party observations of SDM in recorded GC sessions and patient-reported outcomes (i.e., anxiety and decisional conflict) and found no correlations between these measures. The purpose of this study was to evaluate relationships between SDM and measures of patient-reported experience (i.e., …

A Self-Supervised Learning Approach For Registration Agnostic Imaging Models With 3d Brain Cta, Luca Giancardo

Faculty, Staff and Student Publications

Deep learning-based neuroimaging pipelines for acute stroke typically rely on image registration, which not only increases computation but also introduces a point of failure. In this paper, we propose a general-purpose contrastive self-supervised learning method that converts a convolutional deep neural network designed for registered images to work on a different input domain, i.e., with unregistered images. This is accomplished by using a self-supervised strategy that does not rely on labels, where the original model acts as a teacher and a new network as a student. Large vessel occlusion (LVO) detection experiments using computed tomographic angiography (CTA) data from 402 …

Downregulation Of Irf8 In Alveolar Macrophages By G-Csf Promotes Metastatic Tumor Progression, Stephanie L Tzetzo, Elliot D Kramer, Hemn Mohammadpour, Minhyung Kim, Spencer R Rosario, Melissa R Dolan, Brian G Morreale, Paul N Bogner, Aimee B Stablewski, Fernando J Benavides, Craig M Brackett, John M L Ebos, Gokul M Das, Mateusz Opyrchal, Michael J Nemeth, Sharon S Evans, Scott I Abrams

Faculty, Staff and Student Publications

Tissue-resident macrophages (TRMs) are abundant immune cells within pre-metastatic sites, yet their functional contributions to metastasis remain incompletely understood. Here, we show that alveolar macrophages (AMs), the main TRMs of the lung, are susceptible to downregulation of the immune stimulatory transcription factor IRF8, impairing anti-metastatic activity in models of metastatic breast cancer. G-CSF is a key tumor-associated factor (TAF) that acts upon AMs to reduce IRF8 levels and facilitate metastasis. Translational relevance of IRF8 downregulation was observed among macrophage precursors in breast cancer and a

The Digital Transition: Are Adults Aged 65 Years Or Older Willing To Complete Online Forms And Questionnaires In Patient Portals?, Nancy P Gordon, Sherry Zhang, Joan C Lo, Christina F Li

Faculty, Staff and Student Publications

INTRODUCTION: Patients are being encouraged to complete forms electronically using patient portals rather than on paper, but willingness of older adults to make this transition is uncertain.

METHODS: The authors analyzed data for 4105 Kaiser Permanente Northern California 2020 Member Health Survey respondents aged 65-85 years who answered a question about willingness to complete online forms and questionnaires using a patient portal. Data weighted to the Kaiser Permanente Northern California membership were used to estimate percentages of older adults willing to complete patient portal forms and questionnaires. Chi-square tests and log-Poisson regression models that included sociodemographic, internet use, and patient …

Validation Of A Multiomic Model Of Plasma Extracellular Vesicle Pd-L1 And Radiomics For Prediction Of Response To Immunotherapy In Nsclc, Diego De Miguel-Perez, Murat Ak, Priyadarshini Mamindla, Alessandro Russo, Serafettin Zenkin, Vishal Peddagangireddy, Muthukumar Gunasekaran, Andres F Cardona, Aung Naing, Fred R Hirsch, Oscar Arrieta, Rivka R Colen, Christian Rolfo

Faculty, Staff and Student Publications

BACKGROUND: Immune-checkpoint inhibitors (ICIs) have showed unprecedent efficacy in the treatment of patients with advanced non-small cell lung cancer (NSCLC). However, not all patients manifest clinical benefit due to the lack of reliable predictive biomarkers. We showed preliminary data on the predictive role of the combination of radiomics and plasma extracellular vesicle (EV) PD-L1 to predict durable response to ICIs.

MAIN BODY: Here, we validated this model in a prospective cohort of patients receiving ICIs plus chemotherapy and compared it with patients undergoing chemotherapy alone. This multiparametric model showed high sensitivity and specificity at identifying non-responders to ICIs and outperformed …

Clonal Dominance Defines Metastatic Dissemination In Pancreatic Cancer, I-Lin Ho, Chieh-Yuan Li, Fuchenchu Wang, Li Zhao, Jingjing Liu, Charles A Dyke, Zhaoliang Liu, Ali Osman Çetin, Yanshuo Chu, Francesca Citron, Sergio Attanasio, Denise Corti, Faezeh Darbaniyan, Edoardo Del Poggetto, Sara Loponte, Jintan Liu, Melinda Soeung, Ziheng Chen, Shan Jiang, Hong Jiang, Akira Inoue, Sisi Gao, Angela Deem, Ningping Feng, Haoqiang Ying, Michael Kim, Virginia Giuliani, Giannicola Genovese, Jianhua Zhang, Andrew Futreal, Anirban Maitra, Timothy Heffernan, Linghua Wang, Kim-Anh Do, Gaetano Gargiulo, Giulio Draetta, Alessandro Carugo, Ruitao Lin, Andrea Viale

Faculty, Staff and Student Publications

Tumors represent ecosystems where subclones compete during tumor growth. While extensively investigated, a comprehensive picture of the interplay of clonal lineages during dissemination is still lacking. Using patient-derived pancreatic cancer cells, we created orthotopically implanted clonal replica tumors to trace clonal dynamics of unperturbed tumor expansion and dissemination. This model revealed the multifaceted nature of tumor growth, with rapid changes in clonal fitness leading to continuous reshuffling of tumor architecture and alternating clonal dominance as a distinct feature of cancer growth. Regarding dissemination, a large fraction of tumor lineages could be found at secondary sites each having distinctive organ growth …

Phase I Study Of Oric-101, A Glucocorticoid Receptor Antagonist, In Combination With Enzalutamide In Patients With Metastatic Castration-Resistant Prostate Cancer Progressing On Enzalutamide, Wassim Abida, Andrew W Hahn, Neal Shore, Neeraj Agarwal, Paul Sieber, Tanya Dorff, Matthew Rettig, Rupal Patel, Anne Page, Maureen Duff, Rongda Xu, Jian Wang, Shravani Barkund, Aleksandr Pankov, Amber Wang, Melissa R Junttila, Pratik S Multani, Anneleen Daemen, Edna Chow Maneval, Christopher J Logothetis, Michael J Morris

Faculty, Staff and Student Publications

Purpose: Increased glucocorticoid receptor (GR) signaling is a proposed compensatory mechanism of resistance to androgen receptor (AR) inhibition in metastatic castration-resistant prostate cancer (mCRPC). ORIC-101 is a potent and selective orally-bioavailable GR antagonist.

Patients and methods: Safety, pharmacokinetic/pharmacodynamic, and antitumor activity of ORIC-101 in combination with enzalutamide were studied in patients with mCRPC progressing on enzalutamide. ORIC-101 doses ranging from 80 to 240 mg once daily were tested in combination with enzalutamide 160 mg once daily. Pharmacokinetics/pharmacodynamics was assessed after a single dose and at steady state. Disease control rate (DCR) at 12 weeks was evaluated at the recommended phase …

Toward Clinical-Grade Evaluation Of Large Language Models, Amy C Moreno, Danielle S Bitterman

Faculty, Staff and Student Publications

No abstract provided.

Sabr For Sarcoma Lung Metastases: Indications For Treatment And Guidance For Patient Selection, Ahsan S Farooqi, Alison K Yoder, Heather Y Lin, Dario Pasalic, Jeremy Erasmus, Cort Wernz, Maria A Zarzour, Neeta Somaiah, Anthony Conley, Ravin Ratan, Andrew Livingston, Dejka M Araujo, Christina Roland, Christopher Scally, Emily Keung, Saumil N Gandhi, B Ashleigh Guadagnolo, Quynh-Nhu Nguyen, Andrew J Bishop

Faculty, Staff and Student Publications

Purpose: The lungs are the most common site of metastasis for patients with soft tissue sarcoma. SABR is commonly employed to treat lung metastases among select patients with sarcoma with limited disease burden. We sought to evaluate outcomes and patterns of failure among patients with sarcoma treated with SABR for their lung metastases.

Methods and materials: We performed a retrospective review of patients treated at a tertiary cancer center between 2006 and 2020. Patient disease status at the time of SABR was categorized as either oligorecurrent or oligoprogressive. The Kaplan-Meier method was used to estimate disease outcomes. Uni- and multivariable …

Safety And Efficacy Of Ibrutinib In Combination With Rituximab And Lenalidomide In Previously Untreated Follicular And Marginal Zone Lymphoma: An Open Label, Phase 2 Study, Max J Gordon, Lei Feng, Paolo Strati, Hun Ju Lee, Fredrick B Hagemeister, Felipe Samaniego, Francisco Vega Vazquez, Edwin R Parra Cuentas, Luisa M Solis-Soto, Wencai Ma, Jing Wang, Linda Claret, Barbara Averill, Karina Ibanez, Luis E Fayad, Christopher R Flowers, Michael R Green, R Eric Davis, Sattva S Neelapu, Nathan H Fowler, Loretta J Nastoupil

Faculty, Staff and Student Publications

Background: Follicular lymphoma (FL) and marginal zone lymphoma (MZL) are indolent non-Hodgkin lymphomas (iNHL). Median survival for iNHL is approximately 20 years. Because standard treatments are not curative, patients often receive multiple lines of therapy with associated toxicity-rationally designed, combination therapies with curative potential are needed. The immunomodulatory drug lenalidomide was evaluated in combination with rituximab for the frontline treatment of FL in the phase 3 RELEVANCE study. Ibrutinib, an oral Bruton tyrosine kinase inhibitor, is active in NHL and was evaluated in combination with lenalidomide, rituximab, and ibrutinib (IRR) in a phase 1 study.

Methods: The authors conducted an …

Case Report: Molecular Profiling Facilitates The Diagnosis Of A Challenging Case Of Lung Cancer With Choriocarcinoma Features, Hui Li, Xin Hu, Matthew S Ning, Gregory N Fuller, John M Stewart, Jia Wu, Ara A Vaporciyan, J Jack Lee, Don L Gibbons, John V Heymach, Andrew Futreal, Jianjun Zhang

Faculty, Staff and Student Publications

Accurate diagnoses are crucial in determining the most effective treatment across different cancers. In challenging cases, morphology-based traditional pathology methods have important limitations, while molecular profiling can provide valuable information to guide clinical decisions. We present a 35-year female with lung cancer with choriocarcinoma features. Her disease involved the right lower lung, brain, and thoracic lymph nodes. The pathology from brain metastasis was reported as "metastatic choriocarcinoma" (a germ cell tumor) by local pathologists. She initiated carboplatin and etoposide, a regimen for choriocarcinoma. Subsequently, her case was assessed by pathologists from an academic cancer center, who gave the diagnosis of …

Does Joint Angle Affect Composite, Inter-Individual, And Intra-Individual Patterns Of Responses For Men During Fatiguing Isometric Forearm Flexion Tasks Anchored To A High Perceptual Intensity?, Jocelyn E. Arnett, Robert W. Smith, Tyler J. Neltner, John Paul V. Anders, Dolores G. Ortega, Terry J. Housh, Richard J. Schmidt, Glen O. Johnson

Journal for Sports Neuroscience

Purpose: The purpose of this study was to utilize the Ratings of Perceived Exertion (RPE) Clamp Model to examine the effects of joint angle on the composite, inter-, and intra-individual patterns of responses for torque and neuromuscular parameters during fatiguing isometric tasks anchored to RPE of 8 (RPE = 8) at elbow joint angles of 75° (JA75) and 125° (JA125) for men. Methods: Ten men (Mean ± SD: age: 20.7 ± 1.2 yrs; height: 181.6 ± 6.0 cm; body mass: 83.7 ± 14.9 kg) performed 2,3 s forearm flexion maximal voluntary isometric contractions (MVIC) with the dominant arm before and …

A Nutritional Intervention To Improve Body Composition In Adolescent Athletes, Michael Ryan, Rosemary E. Borgerding, Kimberly L. Oliver

Journal of Athlete Development and Experience

This study assessed the effectiveness of a sports nutrition intervention designed to improve body composition in 25 high-school male athletes over a 12-week period. Employing a mixed-methods approach within a quasi-experimental one-group pretest-posttest design, the intervention integrated nutrition education with the provision of food. Quantitative results revealed significant reductions in body fat percentage and fat mass, and an increase in fat-free mass. Qualitative insights highlighted the untapped nutritional potential of adolescents and emphasized the importance of accessibility and simplicity in driving compliance. The findings suggest that targeted nutritional interventions can positively impact adolescent athletes' body composition. The study underscores the …

Dissecting The Genetic Diversity Of Usda Cowpea Germplasm Collection Using Kompetitive Allele Specific Pcr-Single Nucleotide Polymorphism Markers, Jesse Potts, Vincent N. Michael, Geoffrey Meru, Matthew W. Blair

Agricultural and Environmental Sciences Faculty Research

Cowpea (Vigna unguiculata L. Walp) is an important grain legume crop of the subtropics, particularly in West Africa, where it contributes to the livelihoods of small-scale farmers. Despite being a drought-resilient crop, cowpea production is hampered by insect pests, diseases, parasitic weeds, and various abiotic stresses. Genetic improvement can help overcome these limitations, and exploring diverse cowpea genetic resources is crucial for cowpea breeding. This study evaluated the genetic diversity of 361 cowpea accessions from the USDA core collection for the species using 102 Kompetitive Allele Specific PCR (KASP) single nucleotide polymorphism (SNP) markers. A total of 102 KASP-SNP was …

The Polyglutamine Domain Is The Primary Driver Of Seeding In Huntingtin Aggregation, Adam Skeens, Chathuranga Siriwardhana, Sophia E. Massinople, Michelle M. Wunder, Zachary L. Ellis, Kaitlyn M. Keith, Tyler Girman, Shelli L. Frey, Justin Legleiter

Chemistry Faculty Publications

Huntington’s Disease (HD) is a fatal, neurodegenerative disease caused by aggregation of the huntingtin protein (htt) with an expanded polyglutamine (polyQ) domain into amyloid fibrils. Htt aggregation is modified by flanking sequences surrounding the polyQ domain as well as the binding of htt to lipid membranes. Upon fibrillization, htt fibrils are able to template the aggregation of monomers into fibrils in a phenomenon known as seeding, and this process appears to play a critical role in cell-to-cell spread of HD. Here, exposure of C. elegans expressing a nonpathogenic N-terminal htt fragment (15-repeat glutamine residues) to preformed htt-exon1 fibrils induced …

The Effect Of Ethanol Treatment On The Protein Content Of Difi Exosomes, Kenzie Rushing

[Archive] Belmont University Research Symposium (BURS)

Colorectal cancer (CRC) is the second most common cause of cancer death in the United States in both men and women combined, second only to lung cancer.1 CRC metastasis is the primary cause of mortality largely due to therapy resistant cancer cells.2 Therefore, detection before metastasis is of great importance and could potentially lead to earlier detection and decreased mortality. Extracellular vesicles (EVs), including exosomes, are lipid bound vesicles secreted by cells3 that are involved in cell-cell communication and have been found to promote CRC progression and metastasis.4 The proteome of exosomes is thought to reflect that of the originating …

A Dog's Life: Early Life Histories Influence Methylation Of Glucocorticoid (Nr3c1) And Oxytocin (Oxtr) Receptor Genes, Cortisol Levels, And Attachment Styles, Samantha L. Awalt, Lidia Boghean, David Klinkebiel, Rosemary Strasser

Biology Faculty Publications

Early life deprivation and stress can contribute to life-long, problematic consequences, including epigenetic variations related to behavior and health. Domestic dogs share human environments and social–cognitive traits, making them a promising comparative model to examine developmental plasticity. We examined 47 owner–dog dyads, including dogs rescued from abusive or neglectful environments, and matched control dogs for changes in DNA methylation of glucocorticoid (NR3C1) and oxytocin (OXTR) receptor genes previously shown to be affected by early life stress in other species including humans. We used an attachment paradigm, which included a separation event to examine cortisol levels and …

Interferons In Viral Infections, Pracheta Sengupta, Saurabh Chattopadhyay

Markey Cancer Center Faculty Publications

No abstract provided.

Under Pressure: The Soft Robotic Clap-And-Fling Of Cuvierina Atlantica, Daniel Mead

USF Tampa Graduate Theses and Dissertations

Evolution over billions of years has led to unique animals of all types. The tiny sea butterfly is one that remains mostly anonymous because of its size and low place on the food chain, but it is a swimming creature that when examined closely reveals a surprise. Shockingly, it has a swimming motion nearly identical to small insects flying at intermediate Reynolds numbers, referred to as the clap-and-fling. The centimeter long pteropod flapping briskly at 5Hz escapes attention with its size and speed. Modeling the clap-and-fling motion of the sea butterfly at a larger scale allows the benefits and uniqueness …

Analyzing The Relationship Between Preeclamptic Severity And Placental Methylation, Mackenzie C. Maggio

USF Tampa Graduate Theses and Dissertations

Preeclampsia (PE) is a life-threatening hypertensive disorder in pregnancy (HDP) characterized by high blood pressure and proteinuria after 20 weeks of gestation. PE poses significant risks to both maternal and child health. An incomplete etiopathogenesis, diverse disease heterogeneity, and limited intervention and detection strategies further exacerbate and perpetuate PE as a major public health concern. By assessing symptom severity of placental tissues from PE pregnancies and analyzing the DNA methylation differences, this thesis aimed to identify epigenetic variations contributing to disease heterogeneity. Using the publicly available dataset GSE 98224, differentially methylated region (DMR) analysis on placental samples (n=48) revealed increasing …

A Historical Contingency Hypothesis For Population Ecology, Sarah Hoy, Rolf O. Peterson, John A. Vucetich

Michigan Tech Publications

Assessments of historical contingency have advanced our understanding of adaptive radiation and community ecology, but little attention has been given to assessing the importance of historical contingency in population ecology. An obstacle has been the unmet need to conceptualize historical contingencies for populations in a manner that allows for their explanatory power to be assessed and quantified so that it can be directly compared with the explanatory power of statistical models representing other hypotheses or theory-based explanations. Here we conceptualize historical contingencies as a series of random events characterized by (1) significant legacy effects that are comparable in length to …

New Hard Tick (Acari: Ixodidae) Reports And Detection Of Rickettsia In Ticks From Sierra Nevada De Santa Marta, Colombia, Ángel Oviedo, Miguel M. Rodríguez, Fernando S. Flores, Lyda R. Castro

Harold W. Manter Laboratory of Parasitology: Library Materials

The Sierra Nevada de Santa Marta (SNSM), located in northern Colombia, is considered a geographical island with high levels of biodiversity and endemism. However, little is known about tick species and their associated microorganisms at the SNSM. In this study we sampled host-seeking ticks in areas of the town of Minca within the SNSM. We collected 47 ticks identified as Amblyomma pacae, Amblyomma longirostre, Amblyomma ovale, Amblyomma mixtum, Haemaphysalis juxtakochi, Ixodes sp. cf. Ixodes affinis and Ixodes sp. Of these ticks, we tested for Rickettsia spp. by amplifying the gltA, SCA1, and 16S rRNA genes via PCR. Rickettsia amblyommatis …

Environmental Health Assessments For Foodborne Illness Outbreaks In The United States From 2017- 2019, Alyssa Shontel Woods

Walden Dissertations and Doctoral Studies

Individual cases of foodborne illness can lead to outbreaks that result in severe morbidity and fatality. As the United States’ food scene continues to evolve and diversify, there is a need to consider cultural variations and how they may affect food safety practices. This quantitative study, based on the National Environmental Assessment Reporting System (NEARS) data, grounded in the socio-ecological model, examined the prevalence and factors associated with salmonella outbreaks in ethnic versus non-ethnic food service establishments (FSEs) in the U.S. from 2017 to 2019. The research questions involved understanding the relationship between the primary language spoken, food safety training, …

Metabolic Syndrome Traits Exhibit Genotype-By-Environment Interaction In Relation To Socioeconomic Status In The Mexican American Family Heart Study, Vincent P. Diego, Eron G. Manusov, Xi Mao, Marcio A. Almeida, Juan M. Peralta, Joanne E. Curran, Michael C. Mahaney, Harald H. H. Goring, John Blangero, Sarah Williams-Blangero

School of Medicine Publications

Background: Socioeconomic Status (SES) is a potent environmental determinant of health. To our knowledge, no assessment of genotype-environment interaction has been conducted to consider the joint effects of socioeconomic status and genetics on risk for metabolic disease. We analyzed data from the Mexican American Family Studies (MAFS) to evaluate the hypothesis that genotype-by-environment interaction (GxE) is an essential determinant of variation in risk factors for metabolic syndrome (MS).

Methods: We employed a maximum likelihood estimation of the decomposition of variance components to detect GxE interaction. After excluding individuals with diabetes and individuals on medication for diabetes, hypertension, or dyslipidemia, we …

A Road Map Of Relapse In Mds After Allo-Hsct, Juan Jose Rodriguez-Sevilla, Simona Colla

Faculty, Staff and Student Publications

No abstract provided.

Effect Of Neutralizing Monoclonal Antibody Treatment On Early Trajectories Of Virologic And Immunologic Biomarkers In Patients Hospitalized With Covid-19, Tomas O Jensen, Greg A Grandits, Mamta K Jain, Thomas A Murray, Birgit Grund, Michael A Matthay, Magdalena Ardelt, Jason V Baker, Peter Chen, Robin L Dewar, Anna L Goodman, Timothy J Hatlen, Helene C Highbarger, Mark Holodniy, Perrine Lallemand, Sylvain Laverdure, Bradley G Leshnower, David Looney, Charalampos D Moschopoulos, Henry Mugerwa, Daniel D Murray, Eleftherios Mylonakis, Stephanie Nagy-Agren, M Tauseef Rehman, Adam Rupert, Randy A Stevens, Stuart Turville, Amy Weintrob, Katherine Wick, Jens Lundgren, Emily R Ko, Activ-3/Tico Study Group

Faculty, Staff and Student Publications

BACKGROUND: Neutralizing monoclonal antibodies (nmAbs) failed to show clear benefit for hospitalized patients with coronavirus disease 2019 (COVID-19). Dynamics of virologic and immunologic biomarkers remain poorly understood.

METHODS: Participants enrolled in the Therapeutics for Inpatients with COVID-19 trials were randomized to nmAb versus placebo. Longitudinal differences between treatment and placebo groups in levels of plasma nucleocapsid antigen (N-Ag), anti-nucleocapsid antibody, C-reactive protein, interleukin-6, and D-dimer at enrollment, day 1, 3, and 5 were estimated using linear mixed models. A 7-point pulmonary ordinal scale assessed at day 5 was compared using proportional odds models.

RESULTS: Analysis included 2149 participants enrolled between …

Label-Aware Distance Mitigates Temporal And Spatial Variability For Clustering And Visualization Of Single-Cell Gene Expression Data, Shaoheng Liang, Jinzhuang Dou, Ramiz Iqbal, Ken Chen

Faculty, Staff and Student Publications

Clustering and visualization are essential parts of single-cell gene expression data analysis. The Euclidean distance used in most distance-based methods is not optimal. The batch effect, i.e., the variability among samples gathered from different times, tissues, and patients, introduces large between-group distance and obscures the true identities of cells. To solve this problem, we introduce Label-Aware Distance (LAD), a metric using temporal/spatial locality of the batch effect to control for such factors. We validate LAD on simulated data as well as apply it to a mouse retina development dataset and a lung dataset. We also found the utility of our …

Btn1a1 Is A Novel Immune Checkpoint Mutually Exclusive To Pd-L1, Young-Seung Kim, Seung-Hoon Lee, Andrew H Park, Chunai Wu, Bong-Ki Hong, Steven H Lin

Faculty, Staff and Student Publications

BACKGROUND: While Programmed cell death protein 1 (PD-1)/programmed cell death-ligand 1 (PD-L1) blockade is a potent antitumor treatment strategy, it is effective in only limited subsets of patients with cancer, emphasizing the need for the identification of additional immune checkpoints. Butyrophilin 1A1 (BTN1A1) has been reported to exhibit potential immunoregulatory activity, but its ability to function as an immune checkpoint remains to be systematically assessed, and the mechanisms underlying such activity have yet to be characterized.

METHODS: BTN1A1 expression was evaluated in primary tumor tissue samples, and its ability to suppress T-cell activation and T cell-dependent tumor clearance was examined. …

Anti-Phishing Approach For Iot System In Fog Networks Based On Machine Learning Algorithms, Mahmoud Gad Awwad, Mohamed M. Ashour, El Said A. Marzouk, Eman Abdelhalim

Mansoura Engineering Journal

As the Internet of Things (IoT) continues to expand, ensuring the security and privacyِ of IoT systems becomes increasingly critical. Phishing attacks pose a significant threat to IoT devices and can lead to unauthorized access, data breaches, and compromised functionality. In this paper, we propose an anti-phishing approach for IoT systems in fog networks that leverages machine learning algorithms, including a .fusion with deep learning techniques We explore the effectiveness of eleven traditional machine learning algorithms combined with deep learning in detecting and preventing phishing attacks in IoT systems. By utilizing a diverse range of algorithms, we aim to enhance …

The Role Of Age, Sex, And Mglur5 Receptors In Hippocampal Depotentiation In Mice, Michael Dew

Undergraduate Honors Theses

Synaptic plasticity of excitatory hippocampal circuits is one of the primary cellular mechanisms of learning and memory. Synaptic plasticity is also implicated in many disease states such as depression, post-traumatic stress disorder, and Alzheimer disease. Long-term potentiation (LTP) is the plastic strengthening of synapses, while long-term depression (LTD) is the weakening of synapses. Depotentiation is the process of reversing previously established long-term potentiation. Depotentiation has not been studied as thoroughly as long-term potentiation and long-term depression. We examined the role of age, metabotropic glutamate receptor 5 (mGluR5), and sex in the process of CA1 hippocampal depotentiation in young CD-1 mice …