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Wright State University

Theses/Dissertations

2021

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Development Of A Combined Thermal Management And Power Generation System Using A Multi-Mode Rankine Cycle, Nathaniel M. Payne Jan 2021

Development Of A Combined Thermal Management And Power Generation System Using A Multi-Mode Rankine Cycle, Nathaniel M. Payne

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Two sub-systems that present a significant challenge in the development of high performance air vehicle exceeding speeds of Mach 5 are the power generation and thermal management sub-systems. The air friction experienced at high speeds, particularly around the engine, generates large thermal loads that need to be managed. In addition, traditional jet engines do not operate at speeds greater than Mach 3, therefore eliminating the possibility of a rotating power generator. A multi-mode water-based Rankine cycle is an innovative method to address both of these constraints of generating power and providing cooling. Implementing a Rankine cycle-based system allows for the …


The House Of Yisrael Cincinnati: How Normalized Institutional Violence Can Produce A Culture Of Unorthodox Resistance 1963 To 2021, Sabyl M. Willis Jan 2021

The House Of Yisrael Cincinnati: How Normalized Institutional Violence Can Produce A Culture Of Unorthodox Resistance 1963 To 2021, Sabyl M. Willis

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This study examines the racial, socio-economic, and political factors that shaped The House of Yisrael, a Black Nationalist community in Cincinnati, Ohio. The members of this community structure their lives following the Black Hebrew Israelite ideology sharing the core beliefs that Black people are the "true" descendants of the ancient Israelites of the biblical narrative. Therefore, as Israelites, Black people should follow the Torah as a guideline for daily life. Because they are the "chosen people," God will judge those who have oppressed them. This ideology, which began in the U.S. during the nineteenth century, has recently been growing more …


Augmenting Structure/Function Relationship Analysis With Deep Learning For The Classification Of Psychoactive Drug Activity At Class A G Protein-Coupled Receptors, Hannah Willow Shows Jan 2021

Augmenting Structure/Function Relationship Analysis With Deep Learning For The Classification Of Psychoactive Drug Activity At Class A G Protein-Coupled Receptors, Hannah Willow Shows

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G protein-coupled receptors (GPCRs) initiate intracellular signaling pathways via interaction with external stimuli. [1-5] Despite sharing similar structure and cellular mechanism, GPCRs participate in a uniquely broad range of physiological functions. [6] Due to the size and functional diversity of the GPCR family, these receptors are a major focus for pharmacological applications. [1,7] Current state-of-the-art pharmacology and toxicology research strategies rely on computational methods to efficiently design highly selective, low toxicity compounds. [9], [10] GPCR-targeting therapeutics are associated with low selectivity resulting in increased risk of adverse effects and toxicity. Psychoactive drugs that are active at Class A GPCRs used …


Microsatellites And Their Association With Break Induced Replication, French J. Damewood Iv Jan 2021

Microsatellites And Their Association With Break Induced Replication, French J. Damewood Iv

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To study microsatellites instability and their repair pathways a dual fluorescent (DF2) and selectable (ganciclovir sensitive/ thymidine kinase (TK) expressing) cell system was assayed using replication fork stalling agents hydroxyurea and telomestatin. These cell lines carried ectopically integrated microsatellites derived from the Dystrophia Myotonica Protein Kinase (DMPK) gene ((CTG)102 microsatellite), or an 88 bp polypurine/ polypyrimidine (Pu/Py) repeat from the PKD-1 locus, inserted into a FLP recombinase target site. These microsatellites form non-B DNA structures in -vivo and in-vitro causing replication fork stalling and double strand breaks. DF2 myc (CTG)102 -TK cells treated with hydroxyurea were assayed for mutagenesis of …


Analyses Of Coyote (Canis Latrans) Consumption Of Anthropogenic Material And Dietary Composition In Urban And Non-Urban Habitats, Audrey A. Hayes Jan 2021

Analyses Of Coyote (Canis Latrans) Consumption Of Anthropogenic Material And Dietary Composition In Urban And Non-Urban Habitats, Audrey A. Hayes

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Coyotes are a generalist species that have adapted to nearly every terrestrial habitat in the United States. The species’ success is heavily attributed to their omnivorous diets and tolerance for environments that are regularly disturbed. Because the larger predator species that typically act as apex predators are sensitive to highly fragmented landscapes, the coyote is the functioning apex predator in many ecosystems where large predators, such as wolves, have been extirpated. The coyotes’ ecological role in urban ecosystems has received much attention in the last few decades as the species’ presence in cities and suburbs has increased, along with human-coyote …


Using Functionalized Benzylidene Oxindoles To Determine An Improved Monoamine Oxidase-B Inhibitor As A Therapeutic Agent For Parkinson's Disease, Christine Morgan Kinstedt Jan 2021

Using Functionalized Benzylidene Oxindoles To Determine An Improved Monoamine Oxidase-B Inhibitor As A Therapeutic Agent For Parkinson's Disease, Christine Morgan Kinstedt

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With the intent to create an optimized monoamine oxidase-B (MAO-B) inhibitor, researchers in this investigation synthesized derivatives of the benzylidene oxindole scaffold in order to determine a lead molecule for further drug development. Previous work in this laboratory group evaluated a similar scaffold, the chalcone structural unit. As this class of compounds was determined to possess the ability to permeate the blood brain barrier (BBB) and to act as potent MAO-B inhibitors, it was posited that scaffold hopping from this previously studied molecular skeleton to benzylidene oxindoles would provide analogous results. Benzylidene oxindoles are readily synthesized via the Claisen-Schmidt condensation …


Design And Implementation Of Fully Integrated Cmos On-Chip Bandpass Filter With Wideband High-Gain Low Noise Amplifier, Yu Wang Jan 2021

Design And Implementation Of Fully Integrated Cmos On-Chip Bandpass Filter With Wideband High-Gain Low Noise Amplifier, Yu Wang

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Current trends of fully integrated CMOS on-chip bandpass filter are classified into 1) the component level (i.e., active inductor, Q-enhanced passive inductor, negative resistance cancellation), and 2) the circuit level (i.e., adding transmission zeros on stopband, applying the zigzag technique for fewer inductors, superposition of different resonators). The demand for monolithic designs for portable devices attracts market interest in a fully integrated CMOS on-chip bandpass filter. Optimized minimal inductors (OMI) bandpass filter is a good platform for use in both active and passive bandpass filters, mainly because 1) it provides good stopband rejection for high interface attenuation, and 2) the …


Development Of A Computer Model To Simulate Battery Performance For Use In Renewable Energy Simulations, Arjun Sundararajan Jan 2021

Development Of A Computer Model To Simulate Battery Performance For Use In Renewable Energy Simulations, Arjun Sundararajan

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Renewable and clean energy has been the driving force behind the booming storage industry. The need for producing energy from clean and quickly replenishable energy sources has never been as high as it is now. However, renewable energy only supplies a little over a quarter of the world’s electricity needs and much less of the world’s total energy requirements. One reason is the intermittent nature of renewable energy. Inexpensive and convenient storage technologies are required to solve this issue. It is believed that batteries offer the most viable solution to conquer the problem of renewable energy intermittency. To aid the …


Aqueous Fabrication Of Pristine And Oxide Coated Znse Nanoparticles, Nicholas L. Van Zandt Jan 2021

Aqueous Fabrication Of Pristine And Oxide Coated Znse Nanoparticles, Nicholas L. Van Zandt

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Semiconducting nanoparticles have received significant attention due to their unique optoelectronic properties. Quantum dots (QDs), a class of spherical nanoparticles, possess a size-dependent bandgap and photoluminescence at visible wavelengths. QDs have many applications including biological labelling, solar cells, chemical impurity detection, and optical glasses. Doping QDs into optical glasses is highly desirable. High-quality QDs can be synthesized via liquid solution methods. However, solution-synthesized QDs often degrade over time and they cannot survive incorporation into a glass melt without protection. In this work, the aqueous synthesis of ZnSe QDs and coating with nanometer silica and alumina protective shells are investigated. The …


Acute Oxygen-Sensing By The Carotid Bodies : The Thermal Microdomain Model, Ryan Joseph Rakoczy Jan 2021

Acute Oxygen-Sensing By The Carotid Bodies : The Thermal Microdomain Model, Ryan Joseph Rakoczy

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The carotid bodies (CB) are peripheral chemoreceptors that detect changes in arterial oxygenation and, via afferent inputs to the brainstem, correct the pattern of breathing to restore blood gas homeostasis. Elucidating the “signal” that couples carotid body sensory type I cell (CBSC) hypoxic mitochondrial inhibition with potassium channel closure has proven to be an arduous task; to date, a multitude of oxygen-sensing chemotransduction mechanisms have been described and altercated (Varas, Wyatt & Buckler, 2007; Gao et al, 2017; Rakoczy & Wyatt, 2018). Herein, we provide preliminary evidence supporting a novel oxygen-sensing hypothesis suggesting CBSC hypoxic chemotransductive signaling may in part …


Effects Of Fluoxetine/Simvastatin/Ascorbic Acid Combination Treatment On Neurogenesis And Functional Recovery In A Model Of Multiple Sclerosis, Olivia Cameron Webb Jan 2021

Effects Of Fluoxetine/Simvastatin/Ascorbic Acid Combination Treatment On Neurogenesis And Functional Recovery In A Model Of Multiple Sclerosis, Olivia Cameron Webb

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Whereas immune modulation has proven beneficial in multiple sclerosis (MS), we hypothesized that targeting down-stream modulators of neurogenesis and subsequent remyelination may offer an additional, if not superior, point of intervention in an attempt to repair damage and recover lost function. As such, the present study assessed the effectiveness of 30-day administration of the drug combination fluoxetine (5 mg/kg), simvastatin (1 mg/kg), and ascorbic acid (50 mg/kg) (FSA) on an early marker of neurogenesis, doublecortin (DCX), and functional recovery using the Montoya Staircase following lysolecithin-induced focal demyelination of the corpus callosum in middle-aged (10-11 month) male and female rats. Lysolecithin …


Phase Transformation In The Aluminum/Tungsten System, Ammar Azeez Mahdi Al Yasari Jan 2021

Phase Transformation In The Aluminum/Tungsten System, Ammar Azeez Mahdi Al Yasari

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Formation and growth mechanisms of intermetallic compounds in the aluminum/tungsten system were studied during consolidation and subsequent heat treatment. Three different processes, spark plasma sintering (SPS), laser powder bed fusion (LPBF), and metal inert gas welding (MIG) were used, and each of these processes were followed up with heat treatment at different conditions. Al12W, Al5W and Al4W are the three intermetallics that are stable in the system in room temperature, and they were expected to form at the interface between tungsten and aluminum at different temperature ranges. Contrary to expectations, the Al5W phase was not observed during this study and …


Enzymatic Post-Translational Halogenation For Adding Functionality To Biomaterials, Alexander L. Compean Jan 2021

Enzymatic Post-Translational Halogenation For Adding Functionality To Biomaterials, Alexander L. Compean

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Silk fibroin from the silkworm, Bombyx mori, is a unique biomaterial that has been extensively studied for a variety of applications due to its promising properties such as controllable self-assembly, robust mechanical properties, and biological compatibility. Previously, there have been numerous methods describing the chemical modification of silk fibroin that utilize synthetic or enzymatic means that do not use halogens as a means of functionalization. Herein, a halogenation strategy is presented to modify silk fibroin with the aim of developing a novel functional material through the carbon-halogen (C-X) bond. Modification with NaX (X = Cl, Br, and I) salts, hydrogen …


Understanding Human Decision Making With Automation Using Systems Factorial Technology, Cara M. Kneeland Jan 2021

Understanding Human Decision Making With Automation Using Systems Factorial Technology, Cara M. Kneeland

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While many researchers have investigated the performance consequences of automated recommender systems, little research that has explored how these systems impact the decision making process. The purpose of this dissertation is to examine how people process information from an automated recommender system and raw information from the en- vironment using Systems Factorial Technology (SFT). Participants completed a speeded length judgment task with a reliable but imperfect aid. Experiment 1 focused on whether people process all the available information or are selective in their information search under certain circumstances (e.g., with performance incentives and with more experience with automation failures in …


The Work Of Freedom: African American Child Exploitation In Reconstruction Kentucky, Ashlea Hope Fishburn-Moore Jan 2021

The Work Of Freedom: African American Child Exploitation In Reconstruction Kentucky, Ashlea Hope Fishburn-Moore

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On May 23, 1866, two African American children in Christian County, Kentucky, were taken from their parents and apprenticed to a white planter, Elijah Simmons. The two children, Fannie, age eight, and Robert, age four, were expected to serve Simmons for the next thirteen and fourteen years respectively. Fannie was disabled. Denoted in her apprenticeship paper as “deaf and dumb,” the Simmonses did not have to provide for her the way they would a non-disabled child, meaning that they did not have to pay her or provide her with anything upon her release from servitude. Although her story seems in …


The Effect Of Circadian Clock Modulation On Cisplatin Cytotoxicity, Nadeen Nibal Ahmad Anabtawi Jan 2021

The Effect Of Circadian Clock Modulation On Cisplatin Cytotoxicity, Nadeen Nibal Ahmad Anabtawi

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Cisplatin is a DNA damage-based chemotherapeutic drug widely used to treat various types of cancers; however, the treatment's toxicity restricts its efficiency. Studies have shown that the circadian rhythm controls the DNA damage response and affects the repair pathways of cisplatin-induced DNA damage. Circadian clock modulation, therefore, has been proposed to be a potential mechanism for enhancing cisplatin tolerability. Here we used clock-enhancing molecules to evaluate the effect of pharmacological clock modulation on cisplatin cytotoxicity. Using cultured human cell lines, cisplatin cytotoxicity was found to be attenuated following treatment with circadian-enhancing molecules KS15 and SR8278. Moreover, the protein and mRNA …


Fabrication And Analysis Of High-Performance Thermochemically Densified Wood, Victor Arulappan Pushparaj Jan 2021

Fabrication And Analysis Of High-Performance Thermochemically Densified Wood, Victor Arulappan Pushparaj

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While wood construction may be as ancient as humanity itself, wood remains one of the most utilized structural materials because of it’s availability, low cost, durability, surprisingly high specific mechanical properties, and renewability. Recent research into wood-based materials has focused on strategies for enhancing the strength and stiffness of as-grown materials. We fabricated densified wood by thermochemically treating raw white oak wood in Na2SO3 and NaOH solutions, followed by compressing the treated wood at 5MPa at high temperature. Treating the raw wood in NaOH and Na2SO3 cleaves the alpha-O-4 ether bond and beta-O-4 ether bonds, thus dissolving most of the …


Analysis Of Amur Honeysuckle Stem Density As A Function Of Spatial Clustering, Horizontal Distance From Streams, Trails, And Elevation In Riparian Forests, Greene County, Ohio, Greg Michael Grierson Jr. Jan 2021

Analysis Of Amur Honeysuckle Stem Density As A Function Of Spatial Clustering, Horizontal Distance From Streams, Trails, And Elevation In Riparian Forests, Greene County, Ohio, Greg Michael Grierson Jr.

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The non-native invasive shrub Amur honeysuckle, Lonicera maackii (Rupr.) Herder (Gorchov and Trisel, 2003), is one of the most prolific invasive plant species across Midwestern and Northeastern landscapes of the United States. The locations of 2,095 individual Amur honeysuckle stems were geolocated using handheld GPS units in the understory of mixed growth forests at two study sites located approximately 5 km apart in northwestern Greene County, OH. Each site has undergone different levels of anthropogenic disturbance through time. The stem position data was used to measure the spatial clumping distribution and the density of Amur honeysuckle. The spatial clumping of …


The Predictive Power Of Machiavellianism, Emotional Manipulation, Agreeableness, And Emotional Intelligence On Counterproductive Work Behaviors, Ryan L. Walters Jan 2021

The Predictive Power Of Machiavellianism, Emotional Manipulation, Agreeableness, And Emotional Intelligence On Counterproductive Work Behaviors, Ryan L. Walters

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Characteristics of Machiavellian individuals include a propensity to manipulate and deceive others, making them susceptible to committing counterproductive work behaviors (Deshong et al., 2014). Machiavellians endorse emotional manipulation as a tactic to achieve desirable outcomes, and experience deficits in emotional intelligence and agreeableness (Austin at al., 2007). The purpose of my study is to examine Machiavellianism and emotional intelligence and their relationships to counterproductive work behaviors. I collected survey results via Amazon MTURK with a sample of 153 participants. Bivariate correlation analyses show that Machiavellianism positively predicted Emotional Manipulation and negatively predicted Emotional Intelligence. Emotional manipulation was found to partially …


Investigating Streptococcus Pneumoniae And Adenovirus Co-Infections Of Lung Epithelial Cells, Mark Nicholas Calabro Jan 2021

Investigating Streptococcus Pneumoniae And Adenovirus Co-Infections Of Lung Epithelial Cells, Mark Nicholas Calabro

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Co-infection is common among viruses and bacteria in the human respiratory system. Adenovirus (AdV) and Streptococcus pneumoniae are clinically relevant respiratory pathogens that cause morbidity and mortality in a variety of patient populations with the highest morbidity occurring among immunocompromised individuals, but also prevalent in infants and the elderly. Acute respiratory distress syndrome may become severe in healthy individuals when co-infection with S. pneumoniae and AdV occurs due to synergistic effects of the pathogens on the host. I hypothesized that S. pneumoniae infection decreases AdV transduction of airway epithelia. To test this hypothesis, we utilized the polarized immortalized airway epithelial …


A Novel Method For Analysis Of Proprioceptor Sensory Neuron Subtypes In The Mouse Dorsal Root Ganglia, Delaney C. Grant Jan 2021

A Novel Method For Analysis Of Proprioceptor Sensory Neuron Subtypes In The Mouse Dorsal Root Ganglia, Delaney C. Grant

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Proprioceptive sensory neurons encode critical mechanosensory information that helps determine how the body interacts with the outside world and monitors the proper execution of motor movements. Housed in skeletal muscles lie specialized mechanoreceptors that are critical to this feedback loop: muscle spindles supplied by group Ia & group II afferents, and Golgi tendon organs supplied by group Ib afferents relay information regarding changes in muscle force, length, and tension. All three afferent subtypes originate in the muscle and travel to the dorsal root ganglia, relaying information to the central nervous system. GTO and MS proprioceptive afferent subtypes have been identified, …


Silk Hydrogels Incorporated With Melanin, Anne Lutz Jan 2021

Silk Hydrogels Incorporated With Melanin, Anne Lutz

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Melanin is a naturally produced pigment found within the human body. Melanin is known for its ability to protect against Ultra Violet light, but also its ability to allow for mechanical protection. Making melanin a good addition to biomedical devices such as hydrogels. Silk hydrogels are weak in their load bearing capabilities but are known for their biocompatibility, biodegradability, and porosity. This makes the silk hydrogel a good material to incorporate melanin into in order to improve the mechanical properties. For the silk solution to form a solid, there must be a presence of both a catalyst and an oxidizer …


Functionalizing Ceramic Matrix Composites By The Integration Of A Metallic Substructure With Comparable Feature Size, Elizabeth Pierce Heckman Jan 2021

Functionalizing Ceramic Matrix Composites By The Integration Of A Metallic Substructure With Comparable Feature Size, Elizabeth Pierce Heckman

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A metallic network has been embedded in a silicon carbide fiber– silicon carbide (SiC) matrix ceramic composite (CMC) in order to combine the functional properties of the metal and the structural properties of the CMC. The processing of the composite involves iterative pre-ceramic polymer infiltration and heating to temperatures at 1100°C. The metallic structure embedded in the CMC must retain its unique properties during processing and cannot convert to a silicide or carbide resulting from diffusion of Si and C species from the SiC matrix. To gain an understanding of the diffusion process, a fully processed CMC with tungsten, tantalum, …


Human-Ai Teaming For Dynamic Interpersonal Skill Training, Xavian Alexander Ogletree Jan 2021

Human-Ai Teaming For Dynamic Interpersonal Skill Training, Xavian Alexander Ogletree

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In almost every field, there is a need for strong interpersonal skills. This is especially true in fields such as medicine, psychology, and education. For instance, healthcare providers need to show understanding and compassion for LGBTQ+ and BIPOC (Black, Indigenous, and People of Color), or individuals with unique developmental or mental health needs. Improving interpersonal skills often requires first-person experience with expert evaluation and guidance to achieve proficiency. However, due to limited availability of assessment capabilities, professional standardized patients and instructional experts, students and professionals currently have inadequate opportunities for expert-guided training sessions. Therefore, this research aims to demonstrate leveraging …


Characterization Of Inhbb, Heatr5a, & Cyp2s1 Expression In Dorsal Root Ganglia By In-Situ Hybridization, Joshua D. Krech Jan 2021

Characterization Of Inhbb, Heatr5a, & Cyp2s1 Expression In Dorsal Root Ganglia By In-Situ Hybridization, Joshua D. Krech

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Multiple studies have shown that gene expression changes occur in sensory neurons after peripheral nerve injury (PNI). These expression changes include many genes that are turned on specifically in response to injury, but much less is know about expression changes in stable genetic markers of particular sensory neuron populations. This study characterized the expression of three markers of proprioceptive neurons Inhbb, Heatr5a, Cyp2s1 in lumbar dorsal root ganglion (DRG) neurons in intact animals and after PNI. To perform these experiments, we subcloned segments of the coding sequences of these genes and generated DIG-labeled riboprobes. Control experiments demonstrated the validity of …


The Formation Of Prenucleation Clusters For Calcium Fluoride, Taylor M. Muterspaw Jan 2021

The Formation Of Prenucleation Clusters For Calcium Fluoride, Taylor M. Muterspaw

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There have been limited studies on the analysis of the nucleation and precipitation behind calcium fluoride. Earlier studies support a nucleation mechanism in agreement to classical nucleation theory (CNT) in which a surface nucleation mechanism is required for calcium fluoride. This experiment devised using the ISE method to calcium fluoride to find evidence of a nucleation mechanism like that of calcium carbonate (prenucleation cluster pathway). The potential and pH were recorded versus time and the potential data was converted to nCa2+ data of free calcium ions. It was determined that there was evidence of a similar nucleation mechanism for calcium …


Noninvasive Blood Flow And Oxygenation Measurements In Diseased Tissue, Benjamin S. Rinehart Jan 2021

Noninvasive Blood Flow And Oxygenation Measurements In Diseased Tissue, Benjamin S. Rinehart

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The research presented in this dissertation focused on the application of optical imaging techniques to establish blood flow and oxygen saturation as effective biomarkers for two disease cases, Autism Spectrum Disorder (ASD) and Huntington’s Disease (HD). The BTBR mouse model of ASD was utilized to validate measurements of cerebral blood flow and oxygenation as biomarkers for autism. The R6/2 mouse model of juvenile HD was utilized to validate measurements of skeletal muscle blood flow following tetanic muscle contractions induced by electrical nerve stimulation. Next, a noncontact, camera-based system to measure blood flow and oxygen saturation maps was implemented to improve …


Stress-Induced Senescence In Human Dermal Fibroblasts : Effects Of Creatine And Nicotinamide Post Stress Treatment, Venkata Sravya Arikatla Jan 2021

Stress-Induced Senescence In Human Dermal Fibroblasts : Effects Of Creatine And Nicotinamide Post Stress Treatment, Venkata Sravya Arikatla

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In skin connective tissue, dermal fibroblasts appear to be the most prevalent cell type. They are in charge of making the extracellular matrix that makes up the skin's connective tissue, and also involved in wound healing. Moreover, they produce Insulin-like growth factor-1 (IGF-1) which helps in activation of Insulin growth factor-1 receptor (IGF-1R). This receptor helps to control cell proliferation and responses to DNA-damaging substances such as UVB radiation, reactive oxygen species (ROS), and therapeutic drugs. According to our findings, lack of IGF-1 expression in the dermis of elderly patients due to fibroblast senescence (senescence is characterized by which cells …


The Theory And Design Of Class E Power Amplifiers For Impulse Excitation In Nuclear Magnetic Resonance, Owen D. Riemer Jan 2021

The Theory And Design Of Class E Power Amplifiers For Impulse Excitation In Nuclear Magnetic Resonance, Owen D. Riemer

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A new method for analyzing the effectiveness of NMR impulse power amplifiers was developed using a classical linear systems approach to NMR. The method demonstrates a way to compare NMR power amplifiers and outputs. Thermodynamic calculations and the harmonic content of NMR amplifiers is presented to provide a complete description of the NMR power amplifier design problem. A design procedure for class E NMR power amplifiers with a pi-impedance matching network is outlined for matching the amplifier to the transmitter coil. The thesis concludes with the presentation of a 53 MHz power amplifier developed with the procedure. The complete amplifier …


Multi-Label Classification On Locally-Linear Data: Application To Chemical Toxicity Prediction, Xiu Huan Yap Jan 2021

Multi-Label Classification On Locally-Linear Data: Application To Chemical Toxicity Prediction, Xiu Huan Yap

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Computational models may assist in identification and prioritization of large chemical libraries. Recent experimental and data curation efforts, such as from the Tox21 consortium, have contributed towards toxicological datasets of increasing numbers of chemicals and toxicity endpoints, creating a golden opportunity for the exploration of multi-label learning and deep learning approaches in this thesis. Multi-label classification (MLC) methods may improve model predictivity by accounting for label dependence. However, current measures of label dependence, such as correlation coefficient, are inappropriate for datasets with extreme class imbalance, often seen in toxicological datasets. In this thesis, we propose a novel label dependence measure …