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Improving Sexually Transmitted Infection Knowledge In Community College Students: A Path To Prevention, Rebecca F. Halford Nov 2021

Improving Sexually Transmitted Infection Knowledge In Community College Students: A Path To Prevention, Rebecca F. Halford

Electronic Theses and Dissertations

This DNP project was conducted to identify gaps in knowledge focusing on sexually transmitted infections within Texas and Region one. The research study gathered data from first-year nursing students who have chosen to participate in a sexually transmitted infection-focused educational module. Participants were first-year nursing students and understood the research study was strictly voluntary with no forms of compensation. Currently, the curriculum in the nursing program at which the study took place does not focus on sexually transmitted infections and is directed to speak minimally on the subject. This is a contributing factor to why the rise in sexually transmitted …


Physiological State Determinants Of Maternal Cortisol Signaling And Its Impact On Offspring Quality And Fitness, Sydney Currier Oct 2021

Physiological State Determinants Of Maternal Cortisol Signaling And Its Impact On Offspring Quality And Fitness, Sydney Currier

Electronic Theses and Dissertations

Assessing the intergenerational effects of maternal stress is important for predicting how offspring will respond to changing environments. The overall aim of my thesis was to quantify the effects of maternal state on maternally derived egg cortisol and determine whether this variation in egg cortisol impacts Chinook salmon offspring performance and fitness in a sex-specific way. I quantified within-female changes in maternal energetics and reproductive metrics that I linked to egg quality and ultimately embryo survival. I found egg cortisol increases with increasing maternal plasma cortisol, and increases further as plasma cortisol levels rise with each day that eggs are …


Exploring The Role Of Nkr-P1b:Clr-B Interaction In Mouse Mammary Tumour Immunosurveillance, Raghd Al Olabi Oct 2021

Exploring The Role Of Nkr-P1b:Clr-B Interaction In Mouse Mammary Tumour Immunosurveillance, Raghd Al Olabi

Electronic Theses and Dissertations

Natural killer (NK) cells are large, granular, and cytotoxic innate lymphocytes which do not require prior antigenic exposure to target cancerous and virally infected cells. NK cells possess activating and inhibitory receptors which may activate or inhibit NK cell activity, respectively. In mice, the inhibitory NKR-P1B receptor on NK cells recognizes the C-type lectin-related protein-b (Clr-b) ligand expressed on most autologous cells but downregulated on many tumour cell lines. In B cell lymphoma models, the disruption of NKR-P1B:Clr-b interaction results in delayed tumour development and progression, suggesting that blockage of inhibitory signals from NKR-P1B augments NK cell activity against lymphoma …


The Role Of The Nkr-P1b:Clr-B Inhibitory Axis In Nk Cell-Mediated Tumour Immunosurveillance, Abd El Aziz Hendy Oct 2021

The Role Of The Nkr-P1b:Clr-B Inhibitory Axis In Nk Cell-Mediated Tumour Immunosurveillance, Abd El Aziz Hendy

Electronic Theses and Dissertations

Natural killer (NK) cells are lymphocytes of the innate immune system which do not require prior priming to target infected or altered-self cells, such as tumour cells. The basic functions of NK cells include cytotoxicity and cytokine production. These cells possess numerous activating and inhibitory receptors which regulate their function based on a signalling balance. In mice, NK cells possess NKR-P1B inhibitory receptors which recognize the C-type lectin-related protein-b (Clr-b) ligand. This ligand is present on healthy self cells and may be used by cancer cells to evade NK cell effector functions. The disruption of the NKR-P1B:Clr-b axis has been …


An Enhancement To Cnn Approach With Synthesized Image Data For Disease Subtype Classification, Narider Pal Singh Oct 2021

An Enhancement To Cnn Approach With Synthesized Image Data For Disease Subtype Classification, Narider Pal Singh

Electronic Theses and Dissertations

The introduction of genetic testing has profoundly enhanced the prospects of early detection of diseases and techniques to suggest precision medicines. The subtyping of critical diseases has proven to be an essential part of the development of individualized therapies and has led to deeper insights into the heterogeneity of the disease. Studies suggest that variants in particular genes have significant effects on certain types of immune system cells and are also involved in the risk of certain critical illnesses like cancer. By analyzing the genetic sequence of a patient, disease types and subtypes can be predicted. Recent research work has …


Decreasing Unintentional Pregnancies For Tennesseans, Paula M. Todd Oct 2021

Decreasing Unintentional Pregnancies For Tennesseans, Paula M. Todd

Electronic Theses and Dissertations

In 2018, 49% of all pregnancies in the United States were unintended, with women with a lower- income status being five times more likely to experience an unplanned pregnancy. Tennessee has a high rate of unintended pregnancies, particularly among the uninsured, low-income, and rural teen populations; some 22% of these unintended pregnancies end in abortion. Oral or transdermal contraceptives that are affordable and accessible for women of childbearing age can reduce unintentional pregnancies. The addressed gap in clinical practice was that contraceptives are not currently available over the counter in Tennessee pharmacies without a prescription, which necessitates a costly medical …


Food Addiction And Obesity, Lisa Ling Sep 2021

Food Addiction And Obesity, Lisa Ling

Electronic Theses and Dissertations

The obesity rate in the U.S. adult population has increased to epidemic levels despite attempts to decrease obesity through evidence-based knowledge, clinical practice guidelines, medical interventions, and individual efforts. For certain individuals, food addiction behaviors such as food cravings, loss of control, and binge eating contribute to obesity and require a different approach to care. Little work has been done on adding the possibility of food addiction to obesity screening and treatment. This study utilized a quasi-experimental quantitative pre- and postsurvey research design based on Lewin’s change theory. Nurse practitioners were surveyed regarding the provider’s perceptions, attitudes, and beliefs about …


A Network-Based Approach For Computational Drug Repurposing On Cancer Data, Ann Reba Thomas Alexander Jul 2021

A Network-Based Approach For Computational Drug Repurposing On Cancer Data, Ann Reba Thomas Alexander

Electronic Theses and Dissertations

In this thesis, we are interested in finding the best drugs that can be repurposed for the disease and able to find the adverse effects such drugs that are FDA-Approved. Developing an effective drug can be a time-consuming and expensive crucible method. Network-based machine learning methods are used for predicting a given drug for A that can be used for B. It aims at finding new indications for already existing drugs and therefore increases the available therapeutic choices at a fraction of the cost of new drug development. The perturbation gene expression data corresponding to the MCF7 cell line was …


Harnessing The Power Of Trained Immunity In The Setting Of Pancreatic Cancer: A Novel Mechanism Of Immune Trafficking And Tumor Control., Anne Elena Geller May 2021

Harnessing The Power Of Trained Immunity In The Setting Of Pancreatic Cancer: A Novel Mechanism Of Immune Trafficking And Tumor Control., Anne Elena Geller

Electronic Theses and Dissertations

Despite the success of immunotherapy in many types of cancer, pancreatic adenocarcinoma (PDAC) has yet to benefit. Innate immune cells are critical to antitumor immunosurveillance and recent studies have revealed that these populations possess a form of memory, termed trained innate immunity, which occurs through transcriptomic, epigenetic, and metabolic reprograming. Though trained innate immunity has mostly been investigated in the context of infection, the induction of trained innate immunity could also protect against tumors, and specifically pancreatic tumors. Here, we demonstrate that yeast-derived particulate β-glucan, a known inducer of trained immunity, traffics to the pancreas following IP administration. This causes …


Identifying The Cardiovascular Effects Of Multiple Pollutants., Katlyn Elizabeth Mcgraw May 2021

Identifying The Cardiovascular Effects Of Multiple Pollutants., Katlyn Elizabeth Mcgraw

Electronic Theses and Dissertations

Cardiovascular disease (CVD) is the leading cause of death from environmental exposures. Although exposure to PM2.5 is an established risk factor for CVD, the contribution of other hazardous pollutant exposure to CVD is less clear. Overall, this work aimed to examine the effect of pollutants with lesser documented effects on cardiovascular disease using a multi-pronged approach to exposure assessment. The three aims were to examine the relationship between county-level toxic chemical releases and CVD mortality in the contiguous United States between 2002 and 2012, to assess the relationship between individual-level VOC metabolites and vascular function, and to build multipollutant …


Maternal Hpa Axis Function During Parenting Is Associated With Reduced Brain Activation To Infant Cry And More Intrusive Parenting Behavior, Andrew Erhart Jan 2021

Maternal Hpa Axis Function During Parenting Is Associated With Reduced Brain Activation To Infant Cry And More Intrusive Parenting Behavior, Andrew Erhart

Electronic Theses and Dissertations

Previous research indicated that maternal cortisol function and maternal brain response to infant stimuli are separately related to differences in parenting behavior. Evidence from animal models have demonstrated that chronically high cortisol concentration alters brain structure and function, suggesting that studying these two mechanisms together may further improve understanding of parental behavior in human mothers. First time mothers of infants aged 1-7 months old (M age = 3 months) were recruited to participate. Mother’s cortisol concentration was measured during a naturalistic interaction with their infant and their behavior was coded for maternal sensitivity and nonintrusiveness. In a separate session using …


Mechanisms Of Sensory Adaptation In The Primate Visual System, Boris Isaac Peñaloza Rojas Jan 2021

Mechanisms Of Sensory Adaptation In The Primate Visual System, Boris Isaac Peñaloza Rojas

Electronic Theses and Dissertations

Under ecological conditions, the luminance impinging on the retina varies within a dynamic range of 220 dB. Stimulus contrast can also vary drastically within a scene, and eye movements leave little time for sampling luminance. In addition, the amount of information reaching our visual system far exceeds the brain’s information processing capacity. Given the limited dynamic range of its neurons and its limited capacity in processing visual information in real-time, the brain deploys both structural and functional solutions that work in tandem to adapt to the surroundings. In this work, employing visual psychophysics and computational neuroscience, we study the mechanisms …


Association Between Prepregnancy Obesity And Health Behaviors, Adverse Conditions, And Birth Outcomes In South Dakota, Lily Sanderson Jan 2021

Association Between Prepregnancy Obesity And Health Behaviors, Adverse Conditions, And Birth Outcomes In South Dakota, Lily Sanderson

Electronic Theses and Dissertations

Introduction: Prepregnancy obesity is associated with an increased risk for various adverse outcomes for mother and fetus. These adverse associations exist within the realms of preconception health, prenatal health, birth outcomes, and postnatal health.
Methods: This retrospective cohort study used data from the South Dakota Pregnancy Risk Assessment Monitoring System (SD PRAMS) survey, which is an ongoing statebased surveillance system of maternal behaviors, attitudes, and experiences before, during, and shortly after pregnancy. The 2017 and 2018 SD PRAMS sampled a total of 3,805 mothers who were randomly selected from birth certificate records to be representative of all South Dakota women …


Characterization Of Cucurbitacin-Inspired Estrone Analogues As Novel Inhibitors Of Human Atp- Binding Cassette Proteins (Abcb1 And Abcc1), Jennifer Kyeremateng Jan 2021

Characterization Of Cucurbitacin-Inspired Estrone Analogues As Novel Inhibitors Of Human Atp- Binding Cassette Proteins (Abcb1 And Abcc1), Jennifer Kyeremateng

Electronic Theses and Dissertations

ATP-binding cassette (ABC) transporters are a large class of integral membrane proteins that contribute to key physiological functions in all organisms by utilizing ATP binding and hydrolysis to transport diverse substrates across membrane barriers. P-glycoprotein (P-gp/ ABCB1) and Multidrug Resistance protein 1 (MRP1/ABCC1) are widely reported ABC transporters associated with multidrug resistance in cancer. Multidrug resistance (MDR) mediated by P-gp and MRP1 is responsible for treatment failures of many metastatic cancers as a result of reduced accumulation, bioavailability and diminished potency of anticancer drugs. Currently, known P-gp and MRP1 inhibitors are limited due to toxicity, lack of selectivity and low …


Athletics As A Life Curriculum: Lessons Learned Through Different Aspects Of Athletics, Thomas J. Davis Jan 2021

Athletics As A Life Curriculum: Lessons Learned Through Different Aspects Of Athletics, Thomas J. Davis

Electronic Theses and Dissertations

For my dissertation, I decided to write a memoir to have the opportunity to go through the self-reflection process and learn more about my inner self. I wanted to learn how the life experiences I write about have affected me as a student-athlete, coach, teacher, parent, and how they have shaped me into who I am today. I took instances from my life in athletics that I believe are significant in the development of my overall being. Educational scholars such as William Pinar (1995, 2004), John Dewey (1916/2019, 1933), Frederic Gros (2011), Immanuel Kant (1908/2015), Nel Noddings (2005), and Paulo …


Risk Factors And Trends In Antimicrobial Susceptibility Patterns In Strains Of Neisseria Gonorrhoeae Following Changes In The Cdc Sexually Transmitted Disease (Std) Treatment Guidelines – United States, 2012-2018, Niketta A. Womack Jan 2021

Risk Factors And Trends In Antimicrobial Susceptibility Patterns In Strains Of Neisseria Gonorrhoeae Following Changes In The Cdc Sexually Transmitted Disease (Std) Treatment Guidelines – United States, 2012-2018, Niketta A. Womack

Electronic Theses and Dissertations

Antimicrobial resistant Neisseria gonorrhoeae (N. gonorrhoeae) has become a major global public health concern in the 21st century. Surveillance activities are essential in identifying risk factors in priority populations. The purpose of this study was to identify risk factors associated with and trends in antimicrobial susceptibility patterns in N. gonorrhoeae strains identified through the Gonococcal Isolate Surveillance Project (GISP). A study sample of 37,157 men was evaluated to measure adherence to changes in CDC’s STD treatment guidelines in 2012 and 2015. Data were analyzed to measure associations between independent and dependent variables by conducting bivariate and logistic regression …


Epidemiology Of Concussive Injuries In Collegiate Recreational Athletics, Maddison R. Flowers Jan 2021

Epidemiology Of Concussive Injuries In Collegiate Recreational Athletics, Maddison R. Flowers

Electronic Theses and Dissertations

Background: The epidemiology of concussion in collegiate and high school athletes has been extensively researched. Concussive injury in collegiate recreation, a less supervised sample, is limited. This preliminary study retrospectively examined the incidence and prevalence rates of concussive injuries in intramural and club sports at one institution. Methods: Injury reports were analyzed during the 2016-2019 calendar years. Concussion prevalence, incidence, and odds ratios (reported with 95% CIs) were calculated for intramural and club sports. Results: During the study period, a total of 805 injuries were reported between intramural and club sports with 111 injuries being documented as concussions. Intramural sports …


Supervisor Knowledge, Attitudes, And Interventions Methods Of Burnout Among Healthcare Providers, Wendy Deal Jan 2021

Supervisor Knowledge, Attitudes, And Interventions Methods Of Burnout Among Healthcare Providers, Wendy Deal

Electronic Theses and Dissertations

Context: Burnout is prevalent among healthcare providers. Research has identified evidence-based intervention and preventative methods for use against burnout. There is limited research surrounding perceptions of burnout among those that supervise healthcare providers. Purpose: To explore supervisors’ knowledge, attitudes, and interventions related to burnout of healthcare providers within a hospital or clinic setting. Design: Consensual qualitative research with emergent design Methods: Eight supervisors were interviewed using a semi-structured interview approach via virtual platform. Participants were asked questions that aimed to capture supervisor perceptions of burnout. Interview transcripts were coded based on categories and themes developed through a consensus process …


Qualitative Study Of Factors Contributing To Fertility Service Use Among Cancer Survivors Of Reproductive Age In The Us, Angela Rodgers Moore Jan 2021

Qualitative Study Of Factors Contributing To Fertility Service Use Among Cancer Survivors Of Reproductive Age In The Us, Angela Rodgers Moore

Electronic Theses and Dissertations

Cancer remains the second leading cause of death in the United States; however, there has been a decline in incidence and mortality due to advances in screening and treatment. Currently 16.9 million survivors are thriving within the United States, and the population of cancer survivors has been projected to grow to 22.2 million by 2030. Although cancer survivors report an increased surge of vitality and vigor, they often face physical, mental, psychosocial, or financial challenges that threaten their quality of life. A late treatment effect of particular concern for cancer survivors of reproductive age that has both physical and psychosocial …


A Qualitative Analysis Of End-Of-Life Healthcare In Tennessee: Politics, Principles, And Perceptions, Erin Mauck Dec 2020

A Qualitative Analysis Of End-Of-Life Healthcare In Tennessee: Politics, Principles, And Perceptions, Erin Mauck

Electronic Theses and Dissertations

The unprecedented growth of the aging population in Tennessee is a significant demographic trend that highlights the necessity for healthcare policy that tackles end-of-life issues. This study examined the perceived quality of end-of-life healthcare in Tennessee, areas that are in need of improvement, policies that have the potential to influence improvements, and the role of politics in end-of-life healthcare policy. It also assessed the support for end-of-life healthcare policy that would advance quality of care and expand end-of-life choices for Tennesseans, while evaluating the policy-making process that legislators employ.

For this study, data were collected using semi-structured, in-depth interviews with …


Plasma Resuscitation Attenuates Intestinal Barrier Disturbance Following Hemorrhagic Shock., Jessica E. Schucht Dec 2020

Plasma Resuscitation Attenuates Intestinal Barrier Disturbance Following Hemorrhagic Shock., Jessica E. Schucht

Electronic Theses and Dissertations

Background: Intestinal ischemia-reperfusion injury (IIRI) following resuscitated hemorrhagic shock (HS/RES) leads to endothelial damage, microcirculatory dysfunction and intestinal barrier breakdown, increasing intestinal permeability. This pathologic process contributes pathophysiology of multiple organ dysfunction syndrome (MODS) in some trauma patients. Although vascular smooth muscle machinery remains intact, microvascular vasoconstriction occurs secondary to endothelial cell damage, resulting in further ischemia and organ injury. Used separately, resuscitation with Fresh Frozen Plasma (FFP) or Direct Peritoneal Resuscitation (DPR) improves the intestinal microcirculation and alleviates organ injury. Further examination of these effects individually or combined could aid in the resuscitation of hemorrhagic shock. Methods: Sprague Dawley …


Stroke Preventive In African American Women Ages 20-40 That Are Using Or Have Used Oral Contraceptives, Ashanti L. N. Coleman Nov 2020

Stroke Preventive In African American Women Ages 20-40 That Are Using Or Have Used Oral Contraceptives, Ashanti L. N. Coleman

Electronic Theses and Dissertations

This Doctor of Nursing Practice project will inform the audience of stroke awareness as it pertains to oral contraceptives. The study’s focus was to enhance the knowledge of African American women ages 20–40 that have used or are currently using an oral contraceptive. It has been identified that this patient population lacked the knowledge regarding stroke and oral contraceptives, and African American women continue to have the highest incidence of stroke. African American women also make up more than half of the consumers utilizing oral contraceptives. An oral contraceptive knowledge questionnaire was utilized from previous research to determine if any …


Health Insurance Plan Design And Chronic Disease Management, Daniel E. Feldman Aug 2020

Health Insurance Plan Design And Chronic Disease Management, Daniel E. Feldman

Electronic Theses and Dissertations

Each year, Americans spend more money on health care than any other industrialized nation, despite comparable mortality rates for people with risk factors for heart disease. The reasons for this lack of health care value in the US are numerous and complex – including market distortions like supplier-inflated pricing and regulatory structures that enable consumers to utilize ubiquitous, high-cost medical technologies that yield uncertain benefits. Health insurance, once thought to be an insignificant contributor to rising health spending, has changed considerably in the past few decades in ways that make it more accessible and more generous in coverage. Health insurance …


Bdnf-Related Gene Expression Of Laser Capture Microdissected Glutamate Neurons From The Anterior Cingulate Cortex In Mouse Models Of Autism Spectrum Disorder, Misty Owens Aug 2020

Bdnf-Related Gene Expression Of Laser Capture Microdissected Glutamate Neurons From The Anterior Cingulate Cortex In Mouse Models Of Autism Spectrum Disorder, Misty Owens

Electronic Theses and Dissertations

Autism spectrum disorder (ASD) is a neurodevelopmental disorder affecting social behaviors. ASD affects 1 in 59 children with males affected more frequently. ASD is postulated to result from excitatory and inhibitory neurotransmission imbalances. Brain-derived neurotrophic factor (BDNF) signaling affects ASD by influencing synaptogenesis, plasticity, and survival. Studying early in-utero neuropathological changes within ASD requires the use of animal models. Expression of BDNF-associated genes were analyzed within laser capture microdissected pyramidal neurons from the anterior cingulate cortex of male and female BTBR and valproic acid mouse models. No expression differences were found in any gene comparing the three groups. Gender comparisons …


Development, Expansion And Role Of Myeloid-Derived Suppressor Cells In Post-Sepsis Immune Suppression, Tuqa Alkhateeb Aug 2020

Development, Expansion And Role Of Myeloid-Derived Suppressor Cells In Post-Sepsis Immune Suppression, Tuqa Alkhateeb

Electronic Theses and Dissertations

Myeloid-derived suppressor cells (MDSCs) numbers increase significantly in sepsis and are associated with high mortality rates. These myeloid cell precursors promote immunosuppression, especially in the late (post sepsis) stage. However, the mechanisms that underlie MDSC expansion and programming are not completely understood. To investigate these mechanisms, we used a cecal-ligation and puncture (CLP) mouse model of polymicrobial sepsis that progresses from an early/acute proinflammatory phase to a late/chronic immunosuppressive phase. Previous studies in our laboratory showed that microRNA (miR)-21 and miR-181b elevate levels of the transcription factor nuclear factor 1 (NFI-A) that promotes MDSC expansion. We report here that miR-21 …


Plasmodium Impairs Antibacterial Innate Immunity To Systemic Infections In Part Through Hemozoin-Bound Bioactive Molecules., Christopher Lynn Harding Aug 2020

Plasmodium Impairs Antibacterial Innate Immunity To Systemic Infections In Part Through Hemozoin-Bound Bioactive Molecules., Christopher Lynn Harding

Electronic Theses and Dissertations

Despite efforts to decrease the global health burden of malaria, infections with Plasmodium species continue to cause over 200 million episodes of malaria each year which resulted in 405,000 deaths in 2018 [1]. One complication of malaria is increased susceptibility to invasive bacterial infections. Plasmodium infections impair host immunity to non-Typhoid Salmonella (NTS) through activities of heme oxygenase I (HO-I) )-induced release of immature granulocytes and myeloid cell-derived IL-10. Yet, it is not known if these mechanisms are specific to NTS. We show here, that Plasmodium yoelii 17XNL (Py) infected mice had impaired clearance of systemic Listeria monocytogenes (Lm) during …


Exploring The Relationship Between Dietary Self-Monitoring With A Mobile App And Weight Change, Jason Payne May 2020

Exploring The Relationship Between Dietary Self-Monitoring With A Mobile App And Weight Change, Jason Payne

Electronic Theses and Dissertations

Background: Approximately 70% of the adult population in the United States has overweight or obesity and increased risk for developing chronic diseases. Dietary self-monitoring adherence using a paper diary is associated with weight loss; however, few studies have examined this association with dietary self-monitoring apps. Objectives: 1) explore if an association exists between app-based dietary self-monitoring and weight change among adults with overweight or obesity and 2) explore the relationships between the frequency, consistency, and completeness of self-monitoring and weight change. Methods: Participants self-monitored dietary intake for 8 weeks using the app Calorie Counter by FatSecret. Participants were assigned …


A Protocol Driven Stroke Code's Impact On Door-To-Needle Times, Jesse Osborne May 2020

A Protocol Driven Stroke Code's Impact On Door-To-Needle Times, Jesse Osborne

Electronic Theses and Dissertations

Tissue plasminogen activator (tPA) is most effective the faster it is able to be administered to a patient that has been affected by stroke. A Stroke Code is a strategy that acute care facilities implement to reduce the time from diagnosing a stroke to administering tPA. The purpose of this study was to determine if the initiation of a Stroke Code in an acute care hospital reduces the door-to-needle time for patients affected by a stroke. In particular, does a Stroke Code reduce door-to-needle times. The research was conducted using data from April 1, 2014 to December 31, 2014 (pre-Stroke …


The Role Of Slc7a11 In Controlling Extracellular And Intracellular Redox Environments Of Lung Fibroblasts - Potential Targets For Intervention In Aging And Idiopathic Pulmonary Fibrosis., Yuxuan Zheng May 2020

The Role Of Slc7a11 In Controlling Extracellular And Intracellular Redox Environments Of Lung Fibroblasts - Potential Targets For Intervention In Aging And Idiopathic Pulmonary Fibrosis., Yuxuan Zheng

Electronic Theses and Dissertations

Idiopathic pulmonary fibrosis (IPF) is a fatal lung disease characterized by extracellular matrix deposition by fibroblasts. Aging and oxidative stress increase the susceptibility to IPF. Redox couples, cysteine/cystine (Cys/CySS) and glutathione/glutathione disulfide (GSH/GSSG), and their redox potentials (Eh) quantify oxidative stress. Fibroblasts from old mice maintain more oxidized extracellular Eh(Cys/CySS) than young mice. Microarray shows down-regulation of Slc7a11 potentially mediates this age-related oxidation. Slc7a11 is the key component of system Xc-, an antiporter that imports CySS and exports glutamate. The first aim of this dissertation is to investigate the mechanistic link between Slc7a11 …


Novel Inference Methods For Generalized Linear Models Using Shrinkage Priors And Data Augmentation., Arinjita Bhattacharyya May 2020

Novel Inference Methods For Generalized Linear Models Using Shrinkage Priors And Data Augmentation., Arinjita Bhattacharyya

Electronic Theses and Dissertations

Generalized linear models have broad applications in biostatistics and sociology. In a regression setup, the main target is to find a relevant set of predictors out of a large collection of covariates. Sparsity is the assumption that only a few of these covariates in a regression setup have a meaningful correlation with an outcome variate of interest. Sparsity is incorporated by regularizing the irrelevant slopes towards zero without changing the relevant predictors and keeping the resulting inferences intact. Frequentist variable selection and sparsity are addressed by popular techniques like Lasso, Elastic Net. Bayesian penalized regression can tackle the curse of …