Advancing Text Summarization And Classification: Deep Insights From Transformer-Based Statistical Learning,
2024
University of South Florida
Advancing Text Summarization And Classification: Deep Insights From Transformer-Based Statistical Learning, Kun Bu
USF Tampa Graduate Theses and Dissertations
Artificial Intelligence (AI) is a part of human's daily life nowadays. Machine Learning (ML) as one aspect from AI has been rapidly developing during the past two decades, especially from the statistical learning approaches, which emphasized the use of probability and statistics to model data, such as Support Vector Machines (SVMs) for classification and regression tasks to the ensemble learning techniques, such as Random Forest, Gradient Boosting Machine (GBM), and stacking. Ensemble learning has evolved into a pivotal concept in contemporary machine learning, empowering practitioners to amalgamate multiple models to enhance generalization, accuracy, and robustness. As the field of machine …
In Silico Identification Of Small Molecule Agonist Binding Sites On Kcc2,
2024
Noorda College of Osteopathic Medicine
In Silico Identification Of Small Molecule Agonist Binding Sites On Kcc2, Kenyon Mitchell, Alfred Amendolara, Ruth Hunter, Jaden Miner, Andrew Payne
Annual Research Symposium
Purpose: Potassium-Chloride Cotransporter 2 (KCC2) is a neuronal membrane protein specific to the central nervous system. It is responsible for removing Cl- ions from the intracellular space, maintaining a normal Cl- gradient essential for proper function at inhibitory synapses. Dysregulation causes an upward shift in the Cl- reversal potential resulting in a hyperexcitable state of the postsynaptic neuron. Existing literature indicates that KCC2 may be involved in the addiction pathway of a variety of drugs of abuse, including opioids and alcohol. This makes KCC2 an attractive potential drug target when treating substance use disorders. A novel direct KCC2 agonist, VU0500469, …
The Interaction Of Sodium Fluoride And Sodium Selenate On The Developmental Toxicity To Xenopus Laevis And Ambystoma Maculatum Embryos,
2024
Jacksonville State University
The Interaction Of Sodium Fluoride And Sodium Selenate On The Developmental Toxicity To Xenopus Laevis And Ambystoma Maculatum Embryos, Shelby Wolfram
Theses
Amphibians play critical roles in the environment's wellness. Fluoride (F) is a widely existing environmental pollutant. It is commonly known for being added to drinking water and as a topical dose on teeth. Selenium (Se) can be found in organic and inorganic forms in nature. Many different fertilizers, pesticides, insecticides, and fungicides contain sodium selenate in them. The range selenium has between deficiency and toxicity is narrow, meaning excess exposure could cause various adverse effects in aquatic organisms. Xenopus laevis is a standard model for developmental toxicity due to being minimal maintenance, cost efficient, and having transparent embryos. Xenopus makes …
Hab Cyanobacteria In Northeastern Sc Retention Ponds: Time Trends In Abundance And Relationship To Water Quality,
2024
Coastal Carolina University
Hab Cyanobacteria In Northeastern Sc Retention Ponds: Time Trends In Abundance And Relationship To Water Quality, Kathryn I. Hanson
Honors Theses
The accumulation of polluted runoff in retention ponds can create water quality conditions that favor development of harmful algal blooms, including toxin-producing cyanobacteria. This can present a health risk to pedestrians and nearby residents, as many such ponds are surrounded by walkways or housing complexes. Blooms can also cause harm to natural ecosystems, periodically causing hypoxic conditions and toxin buildups. This study aims to form a more complete understanding of the population dynamics of certain potentially harmful phytoplankton genera, in relation to water quality parameters in retention ponds. Sampling was performed in five ponds chosen to reflect a variety of …
Validation Of A Passive Sampler For Tracking Harmful Algal Toxins In Natural Waters,
2024
Coastal Carolina University
Validation Of A Passive Sampler For Tracking Harmful Algal Toxins In Natural Waters, Hailee Eiker
Honors Theses
Algal blooms that produce toxins that are harmful to the health of people, animals, and the environment are known as harmful algal blooms (HABs). Recently, rising global temperatures, nutrient pollution, and an increase in the frequency of extreme hydrologic events have made HABs a bigger problem. This has all led to greater cultural eutrophication which is a major contributor to the spread of HABs. Cyanobacteria make up the bulk of HABs in freshwater systems, microcystins being among the cyanotoxins that are most frequently reported and studied. Taking grab samples of water is the current standard procedure for sampling cyanotoxins, however, …
Adsorbents From Rice Husk And Shrimp Shell For Effective Removal Of Heavy Metals And Reactive Dyes In Water,
2024
The Texas Medical Center Library
Adsorbents From Rice Husk And Shrimp Shell For Effective Removal Of Heavy Metals And Reactive Dyes In Water, Md Ibrahim H Mondal, Shovra Chandra Chakraborty, Md Saifur Rahman, Shaik Merkatur Hakim Marjuban, Firoz Ahmed, John L Zhou, Mohammad Boshir Ahmed, Masoumeh Zargar
Faculty, Staff and Student Publications
Widespread contamination by heavy metals (HMs) and dyes poses a major health risk to people and ecosystems requiring effective treatment. In this work, rice husk (RH) and shrimp shells were extracted to obtain amorphous silica and chitosan, respectively, which were utilized to produce nano-chitosan-coated silica (NCCS). To ensure the stability of the nanoparticles, silica was freeze-dried after being coated with nano-chitosan. Functional groups (-NH
Safety Of Potentised Dilutions Of Rhus Toxicodendron In Wistar Albino Rats,
2024
Dr Anjali Chatterji Regional Research Institute for Homoeopathy, Kolkata, West Bengal, India
Safety Of Potentised Dilutions Of Rhus Toxicodendron In Wistar Albino Rats, Abanti Goswami, Narasimha Kumar Gv, Vara Prasad Saka, Pankaj Gupta, Bibaswan Biswas, Digvijay Verma
Indian Journal of Research in Homoeopathy
Background: Rhus toxicodendron (Rhus tox.) is a well-known homoeopathic medicine used to treat inflammatory disorders supported by historical and modern scientific evidence. Objective: The safety testing of 6C, 30C and 200C potencies of Rhus tox. through acute and sub-acute oral toxicity tests as per the Organisation for Economic Cooperation and Development test guidelines. Methods: For the acute oral toxicity study, Rhus tox. (2000 μL/kg) was administered to rats and observed for 14 days. For the subacute oral toxicity study, Rhus tox. (200 μL/kg) was administered for 28 days and additional recovery groups were included to monitor reversibility, persistence, or delayed …
“Exploring The Involvement Of Sumo-1 Proteins In Diesel Particulate-Induced Activation Of Inflammasomes And Extracellular Release Of Inflammasome Components In Lung Epithelial Cells”.,
2024
Southern University and A&M College
“Exploring The Involvement Of Sumo-1 Proteins In Diesel Particulate-Induced Activation Of Inflammasomes And Extracellular Release Of Inflammasome Components In Lung Epithelial Cells”., Nandini Bidarimath, Ranjeeth Kondati, Georrein Dupre, Dhruthi Mutyala, Manisha Takur
Student Presentations
Diesel particulate matter (DPM) is a form of human-made air pollution generated during the combustion process of heavy-duty diesel engines in various industrial sectors like agriculture, construction, maritime, and mining. Exposure to diesel particulate extract (DPE) in the workplace has been linked to inflammation and various lung diseases. Recent research has indicated that a reversible chemical modification process called SUMOylation, induced by SUMO-1, may play a crucial role in activating the inflammasome and causing programmed cell death (apoptosis)/Pyroptosis. However, the precise connection between DPE-induced SUMOylation and the activation of the inflammasome, apoptosis/pyroptosis remains unclear. To explore this further, experiments were …
"Environmental Perils: Pentachlorophenol, Tetrachlorohydroquinone, And Their Legacy",
2024
Southern University and A&M College
"Environmental Perils: Pentachlorophenol, Tetrachlorohydroquinone, And Their Legacy", R. Kondati, N. Bidarimath, D. Mutyala, M. Thakur, W. C. Dorsey, S. Batra
Student Presentations
Pentachlorophenol (PCP), a chlorinated aromatic organic compound, has served various agricultural purposes, including as a pesticide, fungicide, herbicide, and insecticide, since its introduction in 1936. However, its usage faced prohibition by the United States government in 1984 due to recognized carcinogenic and toxic properties. Despite this, approximately 36 million utility poles across the country remain treated with PCP, posing a continued risk of exposure. Exposure to PCP primarily occurs through direct volatilization from treated surfaces, leading to potential inhalation or skin contact. Its persistence in the environment, with a half-life of up to 200 days in water and varying durations …
Toxicity Of Three Species Of The Solanaceae Family Growing In Algeria Against Culiseta Longiareolata Mosquitos 4th Stage Larvae,
2024
Department of Natural and Life Sciences, Faculty of Sciences, Mohamed Boudiaf University of M'Sila, PO Box 166 Ichebilia, 28 000, M’sila, Algérie
Toxicity Of Three Species Of The Solanaceae Family Growing In Algeria Against Culiseta Longiareolata Mosquitos 4th Stage Larvae, Saliha Benhissen, Abdelmaddjid Yagoub Asloum, Nora Belkhiri, Zakaria Hedjouli, Siham Bounadji, Wafa Habbachi, Khellaf Rebbas
Journal of Bioresource Management
Mosquitoes have always been considered a source of harm to humans and animals mainly because they can be vectors of disease. This work represents a study on the effect of aqueous extract of three plants (Hyoscyamus albus, Solanum elaeagnifolium, Solanum nigrum) of the Solanaceae family on the mortality of 4th stage larvae of Culiseta longiareolata larvae. Extract of the high impact is of S. nigrum followed by H. albus and S. elaeagnifolium, respectivley of C. longiareolata larvae.
Pediatric Beta Blocker Therapy: A Comprehensive Review Of Development And Genetic Variation To Guide Precision-Based Therapy In Children, Adolescents, And Young Adults.,
2024
Children's Mercy Kansas City
Pediatric Beta Blocker Therapy: A Comprehensive Review Of Development And Genetic Variation To Guide Precision-Based Therapy In Children, Adolescents, And Young Adults., Mollie Walton, Jonathan B. Wagner
Manuscripts, Articles, Book Chapters and Other Papers
Beta adrenergic receptor antagonists, known as beta blockers, are one of the most prescribed medications in both pediatric and adult cardiology. Unfortunately, most of these agents utilized in the pediatric clinical setting are prescribed off-label. Despite regulatory efforts aimed at increasing pediatric drug labeling, a majority of pediatric cardiovascular drug agents continue to lack pediatric-specific data to inform precision dosing for children, adolescents, and young adults. Adding to this complexity is the contribution of development (ontogeny) and genetic variation towards the variability in drug disposition and response. In the absence of current prospective trials, the purpose of this comprehensive review …
An Acute Herb-Drug Interaction Of Magnoliae Officinalis Cortex With Methotrexate Via Inhibiting Multidrug Resistance-Associated Protein 2,
2024
School of Pharmacy, College of Pharmacy, China Medical University, Taichung, Taiwan 406040, ROC.
An Acute Herb-Drug Interaction Of Magnoliae Officinalis Cortex With Methotrexate Via Inhibiting Multidrug Resistance-Associated Protein 2, Chung-Ping Yu, Pei-Ying Li, Szu-Yu Chen, Shiuan-Pey Lin, Ying-Chen Chen, Lu-Ching Ho, Yow-Wen Hsieh, Yu-Chi Hou
Journal of Food and Drug Analysis
Magnoliae Officinalis Cortex (MOC), an herbal drug, contains polyphenolic lignans mainly magnolol (MN) and honokiol (HK). Methotrexate (MTX), a critical drug for cancers and autoimmune deseases, is a substrate of multidrug resistance-associated protein 2 (MRP2) and breast cancer resistance protein (BCRP). This study investigated the effect of coadministration of MOC on the pharmacokinetics of MTX and relevant mechanisms. Sprague-Dawley rats were orally administered MTX alone and with single dose (2.0 and 4.0 g/kg) and repeated seven doses of MOC (2.0 g/kg thrice daily for 2 days, the 7th dose given at 0.5 h before MTX). The serum concentrations of MTX …
An Auxiliary Strategy Of Partial Least Squares Regression In Pharmacokinetic/Pharmacodynamic Studies: A Case Of Application Of Guhong Injection In Myocardial Ischemia/Reperfusion Rats,
2024
School of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, 310053 Zhejiang, China
An Auxiliary Strategy Of Partial Least Squares Regression In Pharmacokinetic/Pharmacodynamic Studies: A Case Of Application Of Guhong Injection In Myocardial Ischemia/Reperfusion Rats, Hai-Yang Chen, Chang Li, Chong-Yu Shao, Yu-Jia Wu, Hai-Tong Wan, Yu He
Journal of Food and Drug Analysis
Guhong injection (GHI) has been applied in the therapy of cardio-cerebrovascular disease in clinic, but there is no report about the pharmacokinetic/pharmacodynamic (PK/PD) research on GHI treating myocardial ischemia/reperfusion (MI/R) injury in rats. In this study, eight compounds of GHI in plasma, including N-acetyl-L-glutamine (NAG), chlorogenic acid (CGA), hydroxysafflor yellow A (HSYA), p-coumaric acid (pCA), rutin, hyperoside, kaempferol-3-O-rutinoside, and kaempferol-3-O-glucoside, were quantified by LC-MS/MS. We discovered that the values of t1/2β, k12, V2, and CL2 were larger than those of t1/2α, k21, V1, and …
Ionizable Copolymer Functionalized Magnetic Nanocomposite As An Adsorbent For Boosting The Extraction Selectivity Of Aristolochic Acids,
2024
State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, PR China
Ionizable Copolymer Functionalized Magnetic Nanocomposite As An Adsorbent For Boosting The Extraction Selectivity Of Aristolochic Acids, Qi-Yue Xie, Yang Chen, Chang-Jun Li, Jia-Bin Zhang, Xiu-Jun Cao, Jun Lu
Journal of Food and Drug Analysis
Aristolochic acid nephropathy (AAN) has drawn increasing public attention. Organic anion transporters (OATs) are considered to be responsible for mediating nephrotoxicity of aristolochic acids (AAs), as AAs are typical OAT1 substrates that exhibit anionic properties and contain one hydrophobic domain. Inspired by the OAT1 three-dimensional structure or substrate/protein interactions involved in transport, we designed a magnetic polymeric hybrid, mimicking the effect of basic and aromatic residues of OAT1, for efficient enriching aristolochic acid I (AA I) and aristolochic acid II (AA II) in Traditional Chinese patent medicines (TCPM). N, N-dimethylaminopropyl acrylamide (DMAPAm) was used as a cationic monomer and copolymerized …
Effect Of Indian Gooseberry Extract On Improving Methylglyoxal-Associated Leptin Resistance In Peripheral Tissues Of High-Fat Diet-Fed Rats,
2024
Department of Food Science and Biotechnology, National Chung Hsing University, 145 Xingda Road, Taichung 40227, Taiwan
Effect Of Indian Gooseberry Extract On Improving Methylglyoxal-Associated Leptin Resistance In Peripheral Tissues Of High-Fat Diet-Fed Rats, Sheng-Yi Chen, Yue-Ning Huang, Jer-An Lin, Gow-Chin Yen
Journal of Food and Drug Analysis
Increased leptin resistance and methylglyoxal (MG) levels are observed in obese patients. However, whether MG deposits contribute to leptin resistance, oxidative stress, and inflammation in peripheral tissues remains unclear. In addition, the edible fruit of Indian gooseberry (Phyllanthus emblica L.) contains abundant bioactive components such asvitamin C, β-glucogallin (β-glu), gallic acid (GA), and ellagic acid (EA). Water extract of Indian gooseberry fruit (WEIG) and GA has been shown to improve cognitive decline by suppressing brain MG-induced insulin resistance in rats administered a high-fat diet (HFD). Accordingly, this study investigated the functions of WEIG and GA in inhibiting MG-induced leptin …
Pomelo (Citrus Grandis (L.) Osbeck) Sponge Layers As A Potential Source Of Soluble Dietary Fiber: Evaluation Of Its Physicochemical, Structural And Functional Properties,
2024
Sericultural & Argi-Food Research Institute, Guangdong Academy of Agricultural Sciences/Key Laboratory of Functional Foods, Ministry of Agriculture and Rural Affairs/Guangdong Key Laboratory of Agricultural Products Processing, No.133 Yiheng Street, Dongguanzhuang road, Tianhe District, Guangzhou 510610, China
Pomelo (Citrus Grandis (L.) Osbeck) Sponge Layers As A Potential Source Of Soluble Dietary Fiber: Evaluation Of Its Physicochemical, Structural And Functional Properties, Xiaowei Chen, Jiajia Chen, Jian Peng, Yuanshan Yu, Jijun Wu, Jing Wen, Zhiying Kang, Yanhui Wang, Yujuan Xu, Lu Li
Journal of Food and Drug Analysis
Pomelo sponge layer (PSL) had been considered as a potential source of soluble dietary fiber (SDF), while they were mostly disposed of as waste. To promote high-value utilization of pomelo wastes, this study extracted SDF from PSL of six varieties of pomelo, and their physicochemical, structural and functional properties were investigated. Results indicated that all PSL-SDFs showed good physicochemical and functional properties. Among them, PSL-SDF from grapefruit (GRSDF) showed better water holding capacity and swelling capacity, whereas Shatian pomelo PSL-SDF and Guanxi pomelo PSL-SDF had the highest thermal stability and oil holding capacity, respectively. Furthermore, compared with other PSL-SDFs, GRSDF …
Trans-2-Nonadecyl-4-(Hydroxymethyl)-1,3-Dioxolane (Tnhd) Purified From Freshwater Clams Markedly Alleviates Dimethylnitrosamine-Induced Hepatic Fibrosis,
2024
Institute of Food Sciences and Technology, National Taiwan University, Taipei 10617, Taiwan
Trans-2-Nonadecyl-4-(Hydroxymethyl)-1,3-Dioxolane (Tnhd) Purified From Freshwater Clams Markedly Alleviates Dimethylnitrosamine-Induced Hepatic Fibrosis, Ya-Ru Kuo, Chen-Yu Tsai, Wei-Sheng Lin, Chi-I Chang, Ching-Shu Lai, Min-Hsiung Pan
Journal of Food and Drug Analysis
Liver fibrosis occurs due to injury or inflammation, which results in the excessive production of collagen and the formation of fibrotic scar tissue that impairs liver function. Despite the limited treatment options available, freshwater clams may hold promise in the treatment of liver fibrosis. In this study, we demonstrated the effects of ethanol extract of freshwater clam (FCE), ethyl acetate extract of FCE (EA-FCE), and trans-2-nonadecyl-4-(hydroxymethyl)-1,3-dioxolane (TNHD) on liver fibrosis induced by dimethylnitrosamine (DMN). Administration of FCE and TNHD alleviated liver injury, including tissue damage, necrosis, inflammation scores, fibrosis scores, serum enzymes, and triglyceride levels. Furthermore, we analyzed the expression …
Environmental Health Assessments For Foodborne Illness Outbreaks In The United States From 2017- 2019,
2024
Walden University
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, …
Co-Crystallization Of Urea Granules For Slower Dissolution,
2024
Purdue University
Co-Crystallization Of Urea Granules For Slower Dissolution, Vidya Nagaraju, Carl Wassgren, Kingsly Ambrose
Graduate Industrial Research Symposium
Co-crystals are multicomponent crystals formed through hydrogen bond interactions. Co-crystallization, the process of developing cocrystals, serves as a versatile approach for discovering new solid forms of active ingredients (AIs) that can alter physical properties such as solubility, dissolution rates, and stability. These co-crystals can be produced through three main methods: solid-state methods, solution-based methods, and supercritical fluid methods. Recently, the solid-state (mechanochemical) method of developing cocrystals has gained more attention from researchers in the development of slow-release urea fertilizers. This technique can also be applied to the development of urease inhibitors. These multicomponent crystals present a potential solution to the …
Assessment Of The Impact Of Humic Acids On Intestinal Microbiota, Gut Integrity, Ileum Morphometry, And Cellular Immunity Of Turkey Poults Fed An Aflatoxin B1-Contaminated Diet,
2024
University of Arkansas, Fayetteville
Assessment Of The Impact Of Humic Acids On Intestinal Microbiota, Gut Integrity, Ileum Morphometry, And Cellular Immunity Of Turkey Poults Fed An Aflatoxin B1-Contaminated Diet, Jesus A. Maguey-Gonzalez, Jing Liu, Guolong Zhang, Juan D. Latorre, Juan O. Hernandez-Ramirez, Maria De Jesus Nava-Ramirez, Roberto Señas-Cuesta, Sergio Gomez-Rosales, Maria De Lourdes Angeles, Andressa Stein, Bruno Solis-Cruz, Daniel Hernandez-Patlan, Ruben Merino-Guzman, Xochitl Hernandez-Velasco, Inkar Castellanos-Huerta, Santiago Uribe-Diaz, Alma Vazquez-Duran, Abraham Mendez-Albores, Victor Petrone-Garcia, Guillermo Tellez Jr., Billy M. Hargis, Guillermo Tellez-Isaias
Poultry Science Faculty Publications and Presentations
A recent study published data on the growth performance, relative weights of the organs of the gastrointestinal tract, liver histology, serum biochemistry, and hematological parameters for turkey poults fed an experimental diet contaminated with aflatoxin B1 (AFB1) and humic acids (HA) extracted from vermicompost. The negative effects of AFB1 (250 ng AFB1/g of feed) were significantly reduced by HA supplementation (0.25% w/w), suggesting that HA might be utilized to ameliorate the negative impact of AFB1 from contaminated diets. The present study shows the results of the remaining variables, as an extension of …
