Medical Pharmacology Commons^™

Management Of Asymptomatic Hypertension In The Inpatient Setting., Charles Meadows, Mehiar Elhamdani, Dial Larry, Murad Kheetan, Khaled Al-Baqain

Marshall Journal of Medicine

Hypertension is common in hospitalized patients and is most often asymptomatic. While there are no guidelines for management of such patients, aggressive blood pressure treatment, including the use of intravenous antihypertensives, is often undertaken. While evidence of benefit is lacking, emerging data suggest that treatment of asymptomatic hypertension in the inpatient setting is associated with adverse outcomes, including acute kidney injury and ischemic stroke. In addition, the intensification of a preexisting antihypertensive regimen at hospital discharge significantly increases the risk of readmission without significant improvement in outpatient hypertension control. Such a combination of a common problem with the demonstrable benefit …

Computational Modeling And Synthesis Of Pyridine Variants Of Benzoyl-Phenoxy-Acetamide With High Glioblastoma Cytotoxicity And Brain Tumor Penetration, Charles H. Ingraham, Joanna Stalinska, Sean C. Carson, Susan B. Colley, Monika Rak, Adam Lassak, Francesca Peruzzi, Krzysztof Reiss, Branko S. Jursic

School of Graduate Studies Faculty Publications

Glioblastomas are highly aggressive brain tumors for which therapeutic options are very limited. In a quest for new anti-glioblastoma drugs, we focused on specific structural modifications to the benzoyl-phenoxy-acetamide (BPA) structure present in a common lipid-lowering drug, fenofibrate, and in our first prototype glioblastoma drug, PP1. Here, we propose extensive computational analyses to improve the selection of the most effective glioblastoma drug candidates. Initially, over 100 structural BPA variations were analyzed and their physicochemical properties, such as water solubility (− logS), calculated partition coefficient (ClogP), probability for BBB crossing (BBB_SCORE), probability for CNS penetration (CNS-MPO) and calculated cardiotoxicity (hERG), were …

Sers Of Human Red Blood Cells In Non-Resonant Conditions: Benefits, Limitations, And Complementary Tools (Cytoviva And Gfaas), Kelsey L. Wells, Praveen K. Alla, Kyra G. Kaiser, Ioana T. Murgulet, Norma C. Adragna, Ioana E. Pavel

Pharmacology and Toxicology Faculty Publications

Herein, Raman and surface-enhanced Raman spectroscopies (SERS) were successfully employed to establish the chemical interactions of citrate-capped silver nanoparticles (AgNPs, 10–15 nm) with human red blood cells (RBCs). The Raman/SERS spectra offered spectral evidence for the cellular uptake of AgNPs and the subsequent change in the conformation of the most abundant component, hemoglobin (Hb), from oxyhemoglobin to deoxyhemoglobin. The spectral characterization of AgNPs’ interactions with other RBC biomarkers (membrane proteins and lipids) was impeded by the dominant Hb bands, even for non-resonant Hb conditions. CytoViva hyperspectral imaging and graphite furnace atomic absorption spectroscopy (GFAAS) served as complementary tools to effectively …

Equine Polyclonal Antibodies Prevent Acute Chikungunya Virus Infection In Mice, Douglas Barker, Xiaobing Han, Eryu Wang, Ashley Dagley, Deborah M. Anderson, Aruni Jha, Scott C. Weaver, Justin Julander, Cory Nykiforuk, Shantha Kodihalli

Office of Research Faculty and Staff Publications

Chikungunya virus (CHIKV) is a mosquito-transmitted pathogen that causes chikungunya disease (CHIK); the disease is characterized by fever, muscle ache, rash, and arthralgia. This arthralgia can be debilitating and long-lasting, seriously impacting quality of life for years. Currently, there is no specific therapy available for CHIKV infection. We have developed a despeciated equine polyclonal antibody (CHIKV-EIG) treatment against CHIKV and evaluated its protective efficacy in mouse models of CHIKV infection. In immunocompromised (IFNAR^−/−) mice infected with CHIKV, daily treatment for five consecutive days with CHIKV-EIG administered at 100 mg/kg starting on the day of infection prevented mortality, reduced …

Her3-Targeted Therapeutic Antibodies And Antibody–Drug Conjugates In Non-Small Cell Lung Cancer Refractory To Egfr-Tyrosine Kinase Inhibitors, Margaret E. Larsen, Hui Lyu, Bolin Liu

School of Medicine Faculty Publications

Human epidermal growth factor receptor 3 (HER3) is a unique member of the human epidermal growth factor receptor (HER/EGFR) family, since it has negligible kinase activity. Therefore, HER3 must interact with a kinase-proficient receptor to form a heterodimer, leading to the activation of signaling cascades. Overexpression of HER3 is observed in various human cancers, including non-small cell lung cancer (NSCLC), and correlates with poor clinical outcomes in patients. Studies on the underlying mechanism demonstrate that HER3-initiated signaling promotes tumor metastasis and causes treatment failure in human cancers. Upregulation of HER3 is frequently observed in EGFR-mutant NSCLC treated with EGFR-tyrosine kinase …

Effects Of Interleukin-22 (Il-22) On Necroptosis, Inflammatory Responses, And Metabolism Of Mycobacterium Tuberculosis Stimulated Type 2 Diabetes Mellitus Mouse Macrophages, Bismark Owusu-Afriyie

Biotechnology Theses

Mycobacterium tuberculosis (Mtb) infects one-third of the world’s population and causes nearly 1.3 million deaths per year. Limited information is available about the immune responses during Mtb infection in type 2 diabetic hosts. Our laboratory developed an experimentally induced type 2 diabetes (T2DM) model in wild-type C57BL/6 mice and found that IL-22 and type 3 innate lymphoid cells (ILC3s) reduce inflammation and mortality of Mtb-infected T2DM mice. Our laboratory also found that Mtb-infected alveolar macrophages (AMs) from T2DM mice undergo necroptosis compared to Mtb-infected AMs of non-T2DM mice. In the current study, we determined whether …

Development Of Novel, Brain Permeable, Mpges-1 Inhibitors For Inflammatory Conditions, Madison Sluter

Theses and Dissertations (ETD)

Prostaglandin E2 (PGE2) is a potent proinflammatory lipid signaling molecule produced downstream of the cyclooxygenase (COX) cascade. The COX pathway has long been implicated for its role in inflammation, with drugs like aspirin and other non-steroidal anti-inflammatory drugs (NSAIDs) non-selectively targeting the upstream COX enzymes to suppress inflammation. However, despite displaying potent anti-inflammatory effects it has been demonstrated that when taken chronically, NSAIDs can cause gastrointestinal bleeding. COX-2 selective inhibitors (COXIBs) were then developed to combat the gastrointestinal bleeding induced by nonselective NSAIDs by specifically inhibiting the COX enzyme most infamous for its role in inflammation. Yet, soon after entering …

Pediatric Serum-Like Sickness: A Multicenter Analysis, Maya Gibson, Sarah Suppes, Jared Lovins, Emma Monique, Keith Feldman, Jennifer Goldman

Research Days

Background: Serum sickness-like reaction (SSLR) is a type III immune hypersensitivity reaction that presents 5-21 days following exposure to a medication. SSLR has nonspecific symptoms including fever, rash, and joint involvement. There are no standardized diagnostic criteria or treatment for SSLR, making this a challenging diagnosis.

Objectives/Goal: Our objective was to describe pediatric SSLR clinical manifestations, medical encounter types, and treatment strategies.

Methods/Design: A retrospective chart review across 2 freestanding children’s hospitals was used to identify patients 0-21 years of age diagnosed with SSLR by ICD-9/10 codes [T80.69XA, 999.59], SNOMED codes [1782626019, 3293325014], or pharmacovigilance review in the emergency department …

Study Of The Potential Toxicity Of Adrenaline To Neurons, Using The Sh-Sy5y Human Cellular Model, Vera Marisa Costa, João Paulo Capela, Maria Lourdes Bastos, Fernando Remião, Kurt James Varner, José Alberto Duarte, Félix Carvalho

School of Graduate Studies Faculty Publications

Prolonged overexposure to catecholamines causes toxicity, usually credited to continuous adrenoceptor stimulation, autoxidation, and the formation of reactive pro-oxidant species. Non-differentiated SH-SY5Y cells were used to study the possible contribution of oxidative stress in adrenaline (ADR)-induced neurotoxicity, as a model to predict the toxicity of this catecholamine to peripheral nerves. Cells were exposed to several concentrations of ADR (0.1, 0.25, 0.5 and 1mM) and two cytotoxicity assays [lactate dehydrogenase (LDH) release and 3-(4,5-dimethylthiazol-2yl)-2,5-diphenyl tetrazolium bromide (MTT) reduction] were performed at several time-points (24, 48, and 96h). The cytotoxicity of ADR was concentration-and time-dependent in both assays, since the lowest concentration …

Comparison Of The Inhibition Of An Oct3 Transporter Inhibitor, Nilotinib, On Doxorubicin’S Effects On Cardiac And Cancer Cell Lines, Zachary G. Tan, Juliet Melnik, Aakash Belsare, James Huang, Meagan Lyons, Kimberly Dowes, Gurpreet Kaur, Lindon H. Young, Robert J. Barsotti, Qian Chen

Research Day

Introduction

Doxorubicin (DOX)-induced cardiotoxicity remains a significant barrier limiting its clinical application due to a lack of effective resolution. Targeting how DOX enters cardiac and cancer cells is a promising new strategy. Research suggests that an OCT3 transporter significantly contributes to DOX entry into the heart tissue. By contrast, it expresses much lower on breast cancer cell lines. Moreover, Nilotinib (NIB) can suppress OCT3 transporter function by 80%. Therefore, exploring the impact of NIB on the DOX’s effects on cardiac and cancer cell lines by altering DOX intracellular accumulation is intriguing.

Objective

First, we would establish a dose-response curve of …

In Vitro Characterization Of A Novel Murine Model Of Cancerous Progression, Steven D. Scahill, Kelly Jean Sherman, Jessie J. Guidry, Whitney Walkowski, Theresa Nguyen, Durwood B. Ray, David H. Jones, Harry J. Gould, Dennis Paul

School of Graduate Studies Faculty Publications

To evaluate a potentially valuable tool to study cancer progression and metastasis, we characterized a novel murine model composed of a parental oncogene-transformed embryonic fibroblast line and five cell lines isolated from progressively advanced tumors. Lines derived from distant metastases displayed significantly greater rates of motility, invasiveness, and extracellular acidification than lines derived from a primary tumor or local metastases. A comprehensive proteomic analysis of these cells showed numerous oncogenes to be upregulated and tumor suppressors to be downregulated in the advanced lines, and provided novel targets for future examination. The first cell line capable of extravasation displayed particularly high …

Antioxidant Activity And Phytochemical Profile Of Traditional Chinese Medicinal Plant Extracts, Ashley Tai

Senior Honors Projects

Traditional Chinese medicine (TCM), specifically the extracts of Chinese medicinal plants, has been studied for thousands of years to prevent, diagnose, and treat diseases. Our research group has initiated a program to systemically investigate the phytochemical composition and biological activities of a library of TCM medicinal plants. Herein, extracts of four commonly used TCM plants including broccoli (Brassica oleracea) seeds, horny goat weed (Epimedium brevicomu), houpu magnolia (Magnolia officinalis) bark, and golden root (Rhodiola rosea) were selected for this study. The antioxidant effects of these extracts were evaluated in a biochemical assay …

Cytochrome P450 1b1 And 12/15 Lipoxygenase Interaction In Paraventricular Nucleus In Angiotensin Ii-Induced Hypertension In Females, Shubha Ranjan Dutta

Theses and Dissertations (ETD)

Background: Angiotensin (Ang) II releases arachidonic acid (AA) from tissue phospholipids that is metabolized by 12/15-lipoxygenase (ALOX15) generating 12(S)- and 15(S)-hydroxyeicosatetraenoic acid (HETE) which have been implicated in cardiovascular and renal diseases. This study was conducted to investigate a) the contribution of ALOX15 to Ang II-induced hypertension and associated pathogenesis in female mice, and b) the interaction between the cytochrome P450 (CYP)1B1-generated metabolite of 17β-estradiol (E2) (2-methoxyestradiol, 2-ME) and ALOX15 in the paraventricular nucleus (PVN) as a mechanism that protects against Ang II-induced hypertension and its associated pathogenesis in female mice. Methods: Experiments were conducted in intact and ovariectomized (OVX) …

Accidental Extravasation Of Mitomycin C Into The Subcutaneous Tissue, Johnathon Chung, Brooke Walterscheid, Jose Lopez-Vera, Hytham Rashid, Mike K. Liang

HCA Healthcare Journal of Medicine

Introduction

Mitomycin C (MMC) is a common chemotherapeutic agent used to treat a variety of solid tumors. Cutaneous adverse events are rare, but MMC is a known vesicant reported to cause tissue necrosis and sloughing, erythema, and ulceration if incorrectly infused into the subcutaneous tissue. Definitive treatment of extravasation injuries due to MMC depends on the severity of the cutaneous manifestation, which includes stopping the infusion, removing the catheter, or possible debridement.

Case Presentation

We present the case of a 70-year-old female with extensive soft-tissue injury secondary to extravasation of MMC that required hospital admission and surgical intervention to remove …

Beneficial Actions Of Sglt2 Inhibition And H2s Therapy In Heart Failure With Preserved Ejection Fraction, Jake Doiron, Zhen Li, Huijing Xia, Kyle B. Lapenna, Timothy D. Allerton, Daniel R. Kapusta, David J. Lefer

School of Graduate Studies Faculty Publications

Association for Clinical and Translational Science, ACTS 2023, April 18 - 20, 2023, Washington DC

Chewed Versus Swallowed Ticagrelor In P2y12 Inhibitor-Naïve Patients Undergoing Percutaneous Coronary Intervention, Thomas F. Wilson, Muddasir Ashraf, M. Fuad Jan, Tonga Nfor, Louie Kostopoulos, Joaquin Solis, Jayant Khitha, Ahmad Khraisat, Anthony C. Defranco, Tanvir Bajwa, Suhail Q. Allaqaband

Journal of Patient-Centered Research and Reviews

Purpose: Dual antiplatelet therapy is standard for patients undergoing percutaneous coronary intervention (PCI) with stents. Traditionally, patients swallow the loading dose of a P2Y12 inhibitor before or during PCI. Time to achieve adequate platelet inhibition after swallowing the loading dose varies significantly. Chewed tablets may allow more rapid inhibition of platelet aggregation. However, data for this strategy in patients with stable ischemic heart disease or non-ST-elevation acute coronary syndrome (NSTE-ACS) are less robust.

Methods: In this single-center prospective trial, 112 P2Y12-naïve patients with stable ischemic heart disease or NSTE-ACS on aspirin therapy and who received ticagrelor after coronary angiography but …

Effectiveness And Implementation Of Mpath™-Crc: A Mobile Health System For Colorectal Cancer Screening, Anna C. Snavely, Kristie Foley, Ajay Dharod, Mark Dignan, Holly Brower, Elena Wright, David P. Miller Jr.

UK CARES Faculty Publications

Background Screening for colorectal cancer (CRC) is widely recommended but underused, even though CRC is the third most diagnosed cancer and the second leading cause of cancer death in the USA. The mPATH™ program is an iPad-based application designed to identify patients due for CRC screening, educate them on the commonly used screening tests, and help them select their best option, with the goal of increasing CRC screening rates.

Methods The mPATH™ program consists of questions asked of all adult patients at check-in (mPATH™-CheckIn), as well as a module specific for patients due for CRC screening (mPATH™-CRC). In this study, …

Accuracy Of Therapeutic Drug Monitoring In Vancomycin And The Pharmacist Role: A Retrospective Case-Series, Kateryna Parkhomenko

Senior Theses

Vancomycin is a mainstay of therapy for treating virulent and resistant infections, especially methicillin-resistant Staphylococcus aureus (MRSA). However, vancomycin requires therapeutic drug monitoring (TDM) for optimal dosing and treatment. This requires pharmacists to calculate a dosing regimen that correlates to appropriate goal vancomycin concentrations in the blood. Dosing vancomycin can be difficult, as it varies on a patient’s weight, renal function, age, etc. Doses may have to be adjusted in response to out-of-range concentrations, which requires further pharmacy calculations. Inaccurate dosing poses a risk to patient safety and places a resource and time burden on pharmacists. If vancomycin dosing methods …

Modulation Of Cerebral Artery Smooth Muscle Bk Channel Function By Neurosteroids, Kelsey Caroline Cleland North

Theses and Dissertations (ETD)

Voltage-gated and Ca2+ activated K+ channels of large conductance (BK) channels are essential for many key physiological processes, such as controlling the contraction of smooth muscle, including cerebrovascular smooth muscle. Importantly, BK channels are made up of a homotetramer of α subunits which associate with accessory β subunits. These β subunits alter the activity of the channel; this modulation is subunit-specific. Moreover, these accessory subunits have tissue-specific expression, such that the β1 subunit is highly expressed within cerebrovascular smooth muscle and greatly increases the open probability of BK channels. Increased BK channel open probability is linked to increased dilation of …

Preclinical Perspectives On The Mechanisms Underlying The Therapeutic Actions Of Psilocybin In Psychiatric Disorders, Andreas B. Wulff, Charles D. Nichols, Scott M. Thompson

School of Medicine Faculty Publications

Psychedelic compounds have shown extraordinary potential in treating a wide range of neuropsychiatric disorders. Psilocybin, for example, has now been shown in several clinical trials to induce a rapid (within days) and persistent (3–12 months) improvement in human treatment-resistant depression and other neuropsychiatric conditions. Here we review the preclinical models and experimental approaches that have been used to study the neurobiological actions of psychedelic drugs. We further summarize the insights these studies have provided into the possible mechanisms underlying the induction of their therapeutic actions, including the receptors to which psychedelics bind and the second messenger signaling cascades that they …

Induction Of Antimicrobial Protein S100a15 Expression By Oral Microbial Pathogens Is Toll-Like Receptors-Dependent Activation Of C-Jun-N-Terminal Kinase (Jnk), P38, And Nf-Κb Pathways, Denis Selimovic, Naji Kharouf, Florence Carrouel, Sofie Yasmin Hassan, Thomas W. Flanagan, Sarah Lilly Hassan, Mosaad Megahed, Youssef Haikel, Simeon Santourlidis, Mohamed Hassan

School of Medicine Faculty Publications

The antimicrobial protein S100A15 belongs to the S100 family, which is differentially expressed in a variety of normal and pathological tissues. Although the function of S100A15 protein has been discussed in several studies, its induction and regulation in oral mucosa, so far, are largely unknown. In this study, we demonstrate that S100A15 is induced by the stimulation of oral mucosa with gram− or gram+ bacterial pathogens, as well as with the purified membrane components, namely lipopolysaccharides (LPS) and lipoteichoic acid (LTA). The stimulation of the human gingival fibroblast (GF) and the human mouth epidermal carcinoma (KB) cell lines with either …

Intrinsic Programmed Death Ligand 1 (Pd-L1) Role In Promoting Triple Negative Breast Cancer (Tnbc) Progression, Duaa Salem Alkaabi

Theses

This thesis is concerned with Triple Negative Breast Cancer (TNBC), which is characterized by lack of estrogen, progesterone, and HER2 receptors expression, making targeted drugs ineffective. TNBC has a high proliferative rate, which results in a poor prognosis. Chemotherapy, the primary treatment for metastatic breast cancer, is not an ideal choice due to its toxicity towards normal cells. Therefore, Cancer-targeted therapy has been developed to improve the specificity and strength of the immune system against cancer cells. PD-L1 is an immunosuppressive protein that inactivates T cells by binding to the inhibitory receptor PD-1. The clinical use of PD-L1 blockade agents …

New Synthetic Opioids: Clinical Considerations And Dangers, Amber Edinoff, David Martinez Garza, Stephen Vining, Megan Vasterling, Eric Jackson, Kevin Murnane, Adam Kaye, Richard Fair, Yair Jose Lopez Torres, Ahmed Badr, Elyse Cornett, Alan Kaye

School of Medicine Faculty Publications

Since the early 2010s, synthetic opioids have significantly contributed to overall opioid-related overdose mortalities. For point of reference, of the 68,630 opioid-related deaths recorded in 2020, 56,516 involved synthetic opioids. During much of this period, fentanyl has been the most commonly used synthetic opioid. This time when fentanyl was the most popular opioid has been called the “third wave” of the opioid crisis, partly because it led to a sharp rise in deaths from overdoses. Other synthetic opioids, such as carfentanil, protonitazene, and isotonitazene, have also become more widely diverted for nonmedical used. Carfentanil is an even more potent fentanyl …

Mclena-1: A Phase Ii Clinical Trial For The Assessment Of Safety, Tolerability, And Efficacy Of Lenalidomide In Patients With Mild Cognitive Impairment Due To Alzheimer's Disease; Trial Design And Rationale, Boris Decourt

Annual Research Symposium

No abstract provided.

H2s, Sg-1002, Protects Against Myocardial Oxidative Damage And Hypertrophy In Vitro Via Induction Of Cystathionine Β-Synthase And Antioxidant Proteins, Rahib K. Islam, Erinn Donnelly, Erminia Donnarumma, Fokhrul Hossain, Jason D. Gardner, Kazi N. Islam

School of Medicine Faculty Publications

Endogenously produced hydrogen sulfide (H2S) is critical for cardiovascular homeostasis. Therapeutic strategies aimed at increasing H2S levels have proven cardioprotective in models of acute myocardial infarction (MI) and heart failure (HF). The present study was undertaken to investigate the effects of a novel H2S prodrug, SG-1002, on stress induced hypertrophic signaling in murine HL-1 cardiac muscle cells. Treatment of HL-1 cells with SG-1002 under serum starvation without or with H2O2 increased the levels of H2S, H2S producing enzyme, and cystathionine β-synthase (CBS), as well as antioxidant protein levels, such as super oxide dismutase1 (SOD1) and catalase, and additionally decreased oxidative …

Conditioned Place Avoidance Is Associated With A Distinct Hippocampal Phenotype, Partly Preserved Pattern Separation, And Reduced Reactive Oxygen Species Production After Stress, D. Parker Kelley, Lucas Albrechet-Souza, Shealan Cruise, Rajani Maiya, Aspasia Destouni, Siva S.V.P. Sakamuri, Alexander Duplooy, Meghan Hibicke, Charles Nichols, Prasad V.G. Katakam, Nicholas W. Gilpin, Joseph Francis

School of Medicine Faculty Publications

Stress is associated with contextual memory deficits, which may mediate avoidance of trauma-associated contexts in posttraumatic stress disorder. These deficits may emerge from impaired pattern separation, the independent representation of similar experiences by the dentate gyrus-Cornu Ammonis 3 (DG-CA3) circuit of the dorsal hippocampus, which allows for appropriate behavioral responses to specific environmental stimuli. Neurogenesis in the DG is controlled by mitochondrial reactive oxygen species (ROS) production, and may contribute to pattern separation. In Experiment 1, we performed RNA sequencing of the dorsal hippocampus 16 days after stress in rats that either develop conditioned place avoidance to a predator urine-associated …

Intestinal Neuropod Cell Gucy2c Regulates Visceral Pain, Joshua R. Barton, Annie K. Londregran, Tyler D. Alexander, Ariana A. Entezari, Shely Bar-Ad, Lan Cheng, Angelo C. Lepore, Adam E. Snook, Manuel Covarrubias, Scott A. Waldman

Department of Pharmacology and Experimental Therapeutics Faculty Papers

Visceral pain (VP) is a global problem with complex etiologies and limited therapeutic options. Guanylyl cyclase C (GUCY2C), an intestinal receptor producing cyclic GMP(cGMP), which regulates luminal fluid secretion, has emerged as a therapeutic target for VP. Indeed, FDA-approved GUCY2C agonists ameliorate VP in patients with chronic constipation syndromes, although analgesic mechanisms remain obscure. Here, we revealed that intestinal GUCY2C was selectively enriched in neuropod cells, a type of enteroendocrine cell that synapses with submucosal neurons in mice and humans. GUCY2Chi neuropod cells associated with cocultured dorsal root ganglia neurons and induced hyperexcitability, reducing the rheobase and increasing the resulting …

A Novel Sorbicillinoid Compound As A Potent Anti‐Inflammation Agent Through Inducing Nlrp3 Protein Degradation, Fangfang Wang, Youwei Zhang

Faculty Scholarship

Background and Purpose: Chronic inflammation is pathogenic and contributes to human diseases, causing a significant threat to public health. The NLR family pyrin domain‐containing protein 3 (NLRP3) is the best‐characterized factor regulating inflammation. Therefore, targeting NLRP3 has the potential to treat inflammatory diseases and improve human health. Experimental Approach: Lipopolysaccharide was used to induce inflammation in cell cultures. Lipopolysaccharide/d‐galactosamine and dextran sulfate sodium salt were used to induce acute liver inflammation and ulcerative colitis respectively in C57BL/6J mice. Western blotting, immunofluorescence, immunoprecipitation, quantitative PCR and enzyme‐linked immunosorbent assay (ELISA) were used to evaluate the activation of the inflammatory response in …

Machine Learning Methods For Computational Phenotyping Using Patient Healthcare Data With Noisy Labels, Praveen Kumar

Computer Science ETDs

Positive and Unlabeled (PU) learning problems abound in many real-world applications. In healthcare informatics, diagnosed patients are considered labeled positive for a specific disease, but being undiagnosed does not mean they can be labeled negative. PU learning can improve classification performance, and estimate the positive fraction, α, among unlabeled samples. However, algorithms based on the Selected Completely At Random (SCAR) assumption are inadequate when the SCAR assumption fails (e.g., severe cases overrepresented), and when class imbalance is substantial. This dissertation presents and evaluates new algorithms to overcome these limitations. The proposed methods outperform the state-of-art for α-estimation, enhance classification performance, …

Combination Sodium Nitrite And Hydralazine Therapy Attenuates Heart Failure With Preserved Ejection Fraction Severity In A “2-Hit” Murine Model, Kyle B. Lapenna, Zhen Li, Jake E. Doiron, Thomas E. Sharp, Huijing Xia, Karl Moles, Kashyap Koul, John S. Wang, David J. Polhemus, Traci T. Goodchild, Ravi B. Patel, Sanjiv J. Shah, David J. Lefer

School of Medicine Faculty Publications

BACKGROUND: Recent studies have suggested that cardiac nitrosative stress mediated by pathological overproduction of nitric oxide (NO) via inducible NO synthase (iNOS) contributes to the pathogenesis of heart failure with preserved ejection fraction (HFpEF). Other studies have suggested that endothelial NO synthase (eNOS) dysfunction and attenuated NO bioavailability contribute to HFpEF morbidity and mortality. We sought to further investigate dysregulated NO signaling and to examine the effects of a NO-based dual therapy (sodium nitrite+hydralazine) following the onset of HFpEF using a “2-hit” murine model. METHODS AND RESULTS: Nine-week-old male C57BL/6 N mice (n=15 per group) were treated concurrently with high-fat …