Diseases Commons^™

Artificial Intelligence-Powered Discovery Of Small Molecules Inhibiting Ctla-4 In Cancer, Navid Sobhani, Dana Rae Tardiel-Cyril, Dafei Chai, Daniele Generali, Jian-Rong Li, Jonathan Vazquez-Perez, Jing Ming Lim, Rachel Morris, Zaniqua N Bullock, Aram Davtyan, Chao Cheng, William K Decker, Yong Li

Faculty, Staff and Students Publications

BACKGROUND/OBJECTIVES: Checkpoint inhibitors, which generate durable responses in many cancer patients, have revolutionized cancer immunotherapy. However, their therapeutic efficacy is limited, and immune-related adverse events are severe, especially for monoclonal antibody treatment directed against cytotoxic T-lymphocyte-associated protein 4 (CTLA-4), which plays a pivotal role in preventing autoimmunity and fostering anticancer immunity by interacting with the B7 proteins CD80 and CD86. Small molecules impairing the CTLA-4/CD80 interaction have been developed; however, they directly target CD80, not CTLA-4.

SUBJECTS/METHODS: In this study, we performed artificial intelligence (AI)-powered virtual screening of approximately ten million compounds to identify those targeting CTLA-4. We validated the …

Dna Mismatch Repair Defect And Intratumor Heterogeneous Deficiency Differently Impact Immune Responses In Diffuse Large B-Cell Lymphoma, Zijun Y Xu-Monette, Cancan Luo, Li Yu, Yong Li, Govind Bhagat, Alexandar Tzankov, Carlo Visco, Xiangshan Fan, Karen Dybkaer, Ali Sakhdari, Nicholas T Wang, Alyssa F Yuan, April Chiu, Wayne Tam, Youli Zu, Eric D Hsi, Anamarija M Perry, Wenting Song, Dennis O'Malley, Qingyan Au, Harry Nunns, Heounjeong Go, Michael B Møller, Benjamin M Parsons, Santiago Montes-Moreno, Maurilio Ponzoni, Andrés J M Ferreri, Aliyah R Sohani, Jeremy S Abramson, Bing Xu, Ken H Young

Faculty, Staff and Students Publications

Deficient (d) DNA mismatch repair (MMR) is a biomarker predictive of better response to PD-1 blockade immunotherapy in solid tumors. dMMR can be caused by mutations in MMR genes or by protein inactivation, which can be detected by sequencing and immunohistochemistry, respectively. To investigate the role of dMMR in diffuse large B-cell lymphoma (DLBCL), MMR gene mutations and expression of MSH6, MSH2, MLH1, and PMS2 proteins were evaluated by targeted next-generation sequencing and immunohistochemistry in a large cohort of DLBCL patients treated with standard chemoimmunotherapy, and correlated with the tumor immune microenvironment characteristics quantified by fluorescent multiplex immunohistochemistry and gene-expression …

Development, Implementation, And Evaluation Of Three Outreach Events To Improve Covid-19 Vaccine Uptake Among Racial And Ethnic Minority Communities In Houston, Texas, 2022, Carmin Munoz-Lavanderos, Abiodun Oluyomi, Omar Rosales, Norvin Hernandez, Nana Mensah-Bonsu, Hoda Badr

Faculty, Staff and Students Publications

OBJECTIVES: Lack of access to timely, accurate, and linguistically appropriate COVID-19 information has complicated the dissemination of evidence-based information and contributed to vaccine hesitancy among racial and ethnic minority groups in the United States. We developed community events that provided outreach, education, and access to COVID-19 vaccination to overcome vaccine hesitancy in these communities.

METHODS: Using spatial analysis techniques, we identified 3 communities with low vaccine uptake in Houston, Texas, in fall 2021; engaged 20 stakeholders from these communities via 4 focus groups to understand barriers to vaccination; and developed and implemented 3 COVID-19 vaccine education and outreach events tailored …

The Next-Generation Dna Vaccine Platforms And Delivery Systems: Advances, Challenges And Prospects, Bowen Lu, Jing Ming Lim, Boyue Yu, Siyuan Song, Praveen Neeli, Navid Sobhani, Pavithra K, Srinivasa Reddy Bonam, Rajendra Kurapati, Junnian Zheng, Dafei Chai

Faculty, Staff and Students Publications

Vaccines have proven effective in the treatment and prevention of numerous diseases. However, traditional attenuated and inactivated vaccines suffer from certain drawbacks such as complex preparation, limited efficacy, potential risks and others. These limitations restrict their widespread use, especially in the face of an increasingly diverse range of diseases. With the ongoing advancements in genetic engineering vaccines, DNA vaccines have emerged as a highly promising approach in the treatment of both genetic diseases and acquired diseases. While several DNA vaccines have demonstrated substantial success in animal models of diseases, certain challenges need to be addressed before application in human subjects. …

Statins And The Risk Of Pancreatic Cancer: A Systematic Review And Meta-Analysis Of 2,797,186 Patients, Eryka Karbowska, Damian Swieczkowski, Aleksandra Gasecka, Michal Pruc, Kamil Safiejko, Jerzy R Ladny, Tomasz Kopiec, Milosz J Jaguszewski, Krzysztof J Filipiak, Zubaid Rafique, Lukasz Szarpak

Faculty, Staff and Students Publications

BACKGROUND: Statin use in many studies is related to the improvement of a patients' condition including reducing the risk of various malignancies. Herein, is a systematic review and meta-analysis to examine the evidence on the association between statin therapy and the risk of the occurrence of pancreatic cancer, mainly in terms of decreased risk of developing pancreatic cancer among patients using statin therapy in the long-term perspective.

METHODS: PubMed, Web of Science, Scopus and Cochrane Central Register of Controlled Trials (CENTRAL) were searched from database inception to December 1st, 2021. Random effect models were used to estimate summary odds ratios …

How Should Clinical Wound Care And Management Translate To Effective Engineering Standard Testing Requirements From Foam Dressings? Mapping The Existing Gaps And Needs, Amit Gefen, Paulo Alves, Dimitri Beeckman, Breda Cullen, José Luis Lázaro-Martínez, Hadar Lev-Tov, Bijan Najafi, Nick Santamaria, Andrew Sharpe, Terry Swanson, Kevin Woo

Center on Aging Staff Publications

Significance: Wounds of all types remain one of the most important, expensive, and common medical problems, for example, up to approximately two-thirds of the work time of community nurses is spent on wound management. Many wounds are treated by means of dressings. The materials used in a dressing, their microarchitecture, and how they are composed and constructed form the basis for the laboratory and clinical performances of any advanced dressing.

Recent Advances: The established structure/function principle in material science is reviewed and analyzed in this article in the context of wound dressings. This principle states that the microstructure determines the …

Mitral Valve Regurgitation In Klippel-Feil Syndrome With Related Thoracic Deformity, Yuki Endo, Yoshiei Shimamura, Hiroshi Niinami

The Texas Heart Institute Journal

Klippel-Feil syndrome, characterized by congenital fusion of any 2 or more cervical vertebrae, is a rare disorder in which skeletal and other organ system-related abnormalities have been reported. This article reports a case of mitral valve regurgitation in a patient with Klippel-Feil syndrome and related thoracic deformity who underwent mitral valvuloplasty. Postoperatively, the mitral valve regurgitation disappeared, and there has been no recurrence for 3 years. This case highlights mitral valvuloplasty via median sternotomy as an excellent treatment for mitral valve regurgitation in a patient with thoracic deformity related to Klippel-Feil syndrome.

Coronary Artery Bypass Grafting In A Patient With Multivessel Disease And Dextrocardia With Situs Inversus Totalis, Rohit Shahani, Adham Ahmed, Frank M Rosell, Alexander Iribarne

The Texas Heart Institute Journal

Dextrocardia with situs inversus totalis is a rare hereditary condition characterized by reversed orientation of the major thoracic and abdominal organs. Though dextrocardia itself is not believed to increase the risk of coronary artery disease, the workup and surgical management of patients with this condition may be technically challenging to heart team clinicians. This report describes the case management of a high-risk 56-year-old man with dextrocardia who presented with multivessel coronary artery disease.

Comparing The Effects Of Two Initial Specimen Diversion Techniques On Blood Culture Contamination Rates And Clinical Outcomes-A Multicenter Study, Anthony Febres-Aldana, Patrycja Ashley, Eva Amenta, Megan Duffey, Theresa Sepulveda, Corina Lopez, Sabra Shay, Miriam Barrett, Todd Lasco, Takei Pipkins, Margaret Reed, Bradley Lembcke, Mayar Al Mohajer

Faculty, Staff and Students Publications

Although the initial specimen diversion device (ISDD) has been shown to reduce blood culture contamination (BCC) rates, its impact on clinical outcomes remains unclear. This multicenter study showed that ISDD significantly decreased BCC. However, there was no reduction in length of stay, days of therapy, or central line-associated bloodstream infections.

Detection Of Invasive Bartonella Infections With Next-Generation Sequencing Of Microbial Cell-Free Dna, Fernando H Centeno, Ahmed M Hamdi, Todd M Lasco, Mayar Al Mohajer

Faculty, Staff and Students Publications

We report 9 patients with invasive Bartonella infections, including 5 with endocarditis, who were diagnosed with microbial cell-free DNA next-generation sequencing and Bartonella serology studies. Diagnosis with plasma mcfDNA NGS enabled a faster clinical and laboratory diagnosis in 8 patients. Prompt diagnosis impacted antibiotic management in all 9 patients.

The Impact Of Direct Inoculation Of Ascites Into Blood Culture Bottles On Ascites Culture Positivity, Tyler Brehm, Todd Lasco, Mayar Al Mohajer

Faculty, Staff and Students Publications

OBJECTIVE: Assess whether direct inoculation of ascites into blood culture bottles would improve ascites culture yield.

DESIGN: Pre-post-study.

SETTING: The study was performed at a quaternary academic medical center in Houston, Texas, including all inpatient and emergency department encounters.

PATIENTS: Ascites cultures collected from November 2020 to December 2022 were reviewed and screened for spontaneous bacterial peritonitis. Patients were excluded if a prior ascites culture from the same patient was already included in the study or if there was evidence of secondary bacterial peritonitis.

INTERVENTION: In the pre-intervention period, ascites cultures were collected into a sterile container and inoculated onto/into …

A Novel System To Culture Human Intestinal Organoids Under Physiological Oxygen Content To Study Microbial-Host Interaction, Tatiana Y Fofanova, Umesh C Karandikar, Jennifer M Auchtung, Reid L Wilson, Antonio J Valentin, Robert A Britton, K Jane Grande-Allen, Mary K Estes, Kristi Hoffman, Sashirekha Ramani, Christopher J Stewart, Joseph F Petrosino

Faculty, Staff and Students Publications

Mechanistic investigation of host-microbe interactions in the human gut are hindered by difficulty of co-culturing microbes with intestinal epithelial cells. On one hand the gut bacteria are a mix of facultative, aerotolerant or obligate anaerobes, while the intestinal epithelium requires oxygen for growth and function. Thus, a coculture system that can recreate these contrasting oxygen requirements is critical step towards our understanding microbial-host interactions in the human gut. Here, we demonstrate Intestinal Organoid Physoxic Coculture (IOPC) system, a simple and cost-effective method for coculturing anaerobic intestinal bacteria with human intestinal organoids (HIOs). Using commensal anaerobes with varying degrees of oxygen …

Divergent Responses Of Human Intestinal Organoid Monolayers Using Commercial In Vitro Cytotoxicity Assays, Miranda A Lewis, Ketki Patil, Khalil Ettayebi, Mary K Estes, Robert L Atmar, Sasirekha Ramani

Faculty, Staff and Students Publications

In vitro models, such as primary cells and continuous cell lines routinely used for evaluating drug candidates, have limitations in their translational relevance to human diseases. Organotypic cultures are increasingly being used to assess therapeutics for various cancers and infectious diseases. Monitoring drug cytotoxicity in cell cultures is crucial in drug development, and several commercially available kits for cytotoxicity assessment offer distinct advantages and limitations. Given the complexity of organoid cultures, including donor-driven variability, we investigated drug-treated, tissue stem cell-derived human intestinal organoid responses with commonly used cell cytotoxicity assay kits. Using seven different compounds, we compared the cytotoxicity assay …

Dialysis Modality, Transplant Characteristics, And Incident Atrial Fibrillation After Kidney Transplant: An Observational Study Using Usrds Data, Leonardo Pozo Garcia, Sai Liu, Colin R Lenihan, Maria E Montez-Rath, Tara I Chang, Wolfgang C Winkelmayer, Pascale Khairallah

Faculty, Staff and Students Publications

RATIONALE & OBJECTIVE: Atrial fibrillation is the most common arrhythmia and is increasing in prevalence. The prevalence of atrial fibrillation is high among patients receiving dialysis, affecting ∼21.3% of the patients receiving hemodialysis and 15.5% of those receiving peritoneal dialysis. The association of previous dialysis modality with incident atrial fibrillation in patients after receiving their first kidney transplant has not been studied.

STUDY DESIGN: We used the United States Renal Data System to retrospectively identify adult, Medicare-insured patients who received their first kidney transplant between January 1, 2005, and September 30, 2012 and who had not previously been diagnosed with …

Treatment Guidelines For Hyponatremia: Stay The Course, Richard H Sterns, Helbert Rondon-Berrios, Horacio J Adrogué, Tomas Berl, Volker Burst, David M Cohen, Mirjam Christ-Crain, Martin Cuesta, Guy Decaux, Michael Emmett, Aoife Garrahy, Fabrice Gankam-Kengne, John K Hix, Ewout J Hoorn, Kamel S Kamel, Nicolaos E Madias, Alessandro Peri, Julie Refardt, Mitchell H Rosner, Mark Sherlock, Stephen M Silver, Alain Soupart, Chris J Thompson, Joseph G Verbalis

Faculty, Staff and Students Publications

International guidelines designed to minimize the risk of complications that can occur when correcting severe hyponatremia have been widely accepted for a decade. On the basis of the results of a recent large retrospective study of patients hospitalized with hyponatremia, it has been suggested that hyponatremia guidelines have gone too far in limiting the rate of rise of the serum sodium concentration; the need for therapeutic caution and frequent monitoring of the serum sodium concentration has been questioned. These assertions are reminiscent of a controversy that began many years ago. After reviewing the history of that controversy, the evidence supporting …

Adipose Tissue Lymphocytes And Obesity, Feng Gao, Benjamin Litchfield, Huaizhu Wu

Faculty, Staff and Students Publications

Obesity is associated with chronic inflammation in adipose tissue (AT), mainly evidenced by infiltration and phenotypic changes of various types of immune cells. Macrophages are the major innate immune cells and represent the predominant immune cell population within AT. Lymphocytes, including T cells and B cells, are adaptive immune cells and constitute another important immune cell population in AT. In obesity, CD8+ effector memory T cells, CD4+ Th1 cells, and B2 cells are increased in AT and promote AT inflammation, while regulatory T cells and Th2 cells, which usually function as immune regulatory or type 2 inflammatory cells, are reduced …

A Woman With Bilateral Pheochromocytoma And Tuberous Sclerosis Complex, Maleeha Zahid, Shalini Koshy, Jawairia Shakil, Helmi S Khadra, Luan D Truong, Archana R Sadhu

Faculty, Staff and Students Publications

BACKGROUND/OBJECTIVE: Pheochromocytoma and paraganglioma (PPGL) are rare neuroendocrine tumors. Here, we report an unusual case of synchronous PPGL in an asymptomatic patient with tuberous sclerosis complex (TSC).

CASE REPORT: A 49-year-old woman with a history of TSC and end-stage renal disease was referred for evaluation of bilateral adrenal and retroperitoneal masses. She denied chest pain, palpitations, headaches, or previous hypertensive crisis. The laboratory test results showed a plasma normetanephrine level of 20.20 nmol/L (normal range, 0.00-0.89 nmol/L) and plasma chromogranin A level Chromogranin A (CgA) levels of 1518 ng/mL (normal range, 0-103 ng/mL). The plasma metanephrine level was normal. After …

Clinical Utility Of Plasma Microbial Cell-Free Dna Sequencing In Determining Microbiologic Etiology Of Infectious Syndromes In Solid Organ Transplant Recipients, Jesal R Shah, Muhammad Rizwan Sohail, Todd Lasco, John A Goss, Mayar Al Mohajer, Sarwat Khalil

Faculty, Staff and Students Publications

BACKGROUND: Metagenomic next-generation sequencing (mNGS) is increasingly being used for microbial detection in various infectious syndromes. However, data regarding the use of mNGS in solid organ transplant recipients (SOTR) are lacking.

OBJECTIVES: To describe and analyze real-world clinical impact of mNGS using plasma microbial cell-free DNA (mcfDNA) in SOTR.Design: Retrospectively reviewed all adult SOTR who underwent mNGS testing using plasma mcfDNA at Baylor St Luke's Medical Center from March 2017 to February 2023.

METHODS: Clinical impact (positive, neutral, and negative) was assessed using standardized objective criteria. Three Infectious Diseases physicians independently performed clinical adjudication to determine the correlation of mcfDNA …

Factors Associated With Hepatitis C-Related Hospitalizations And Inpatient Mortality In The United States, Pre- And Post-Onset Of The Covid-19 Pandemic, Christina R. Samuel

College of Graduate Studies: Theses & Dissertations

Background: Hepatitis C is a significant public health problem in the United States and imposes a substantial burden on the healthcare system. Previous research shows that the COVID-19 pandemic response efforts have overshadowed hepatitis C testing and treatment measures in health care settings across the country. The purpose of this study was to describe and examine the factors associated with hepatitis C-related hospitalizations and inpatient mortality in the United States, pre- and post-onset of the COVID-19 pandemic. Methods: Data were obtained from the 2019-2020 National Inpatient Sample database. The study population included persons aged ≥18 years with hepatitis C-related inpatient …

Harnessing Antagonistic Pleiotropy: Tolc-Dependent Coliphages Can Drive Reduced Antibiotic Resistance In E. Coli, Cooper Mckenna

CMC Senior Theses

The rise of multidrug-resistant (MDR) bacterial pathogens has been a growing concern in healthcare around the world, and bacteriophage (phage) therapy is a promising method to combat MDR infections. One defense mechanism of E. coli against antibiotics is the TolC-AcrAB efflux pump. At the same time, some phages use TolC as a surface receptor to infect the cell. This puts TolC at a crossroads in which it is beneficial to the bacteria to protect against antibiotics but harmful by allowing phage infection, creating the potential for evolutionary trade-offs. Previous research has identified only three TolC-dependent phages and shown phage-resistant E. …

Gut Dysbiosis Correlates With Covid-19 Severity, Ednita Escobar

CMC Senior Theses

Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) impacts not only respiratory but also gut and oral microbiomes, influencing the manifestations of COVID-19. Each person’s unique microbiome consists of microorganisms such as bacteria, fungi, and viruses, some of which are symbiotic and others potentially harmful. Alterations in the gut microbiome, specifically, can affect the severity and symptoms of COVID-19. A review of studies indicate a pattern of gut dysbiosis in COVID-19 patients characterized by a decrease in beneficial microbiota and/or an increase in opportunistic pathogens. This gut imbalance correlates with disease severity, suggesting that the gut microbiome plays a significant role …

Driven By Change: The Impact Of Macroeconomic Shifts And Covid-19 On New Vehicle Sales, Jackson Aldrich

CMC Senior Theses

This paper examines the impact of macroeconomic factors and the COVID-19 pandemic on new vehicle sales. In order to address these two topics, a two-pronged approach was used with separate regression models. The macroeconomic variables include monthly supply of new homes, CPI for urban public transportation, unemployment rate, disposable personal income, inflation expectation, consumer sentiment, average gas prices, and total vehicle miles traveled which were regressed on total vehicle sales from 1978-2022. The regression results confirmed and supported current literature and highlighted the importance of the housing market and unemployment rate on new vehicle sales. The COVID-19 pandemic model variables …

Expert Review Of Child And Caregiver Critiques Of A Therapeutic Guided Imagery Therapy Mobile Application Targeting Disorders Of Gut-Brain Interaction In Children, John M Hollier, Tiantá A Strickland, C Michael Fordis, Robert J Shulman, Debbe Thompson

Faculty, Staff and Students Publications

BACKGROUND: A guided imagery therapy mobile application (GIT App) is a novel platform for treating children with disorders of gut-brain interaction (DGBI). Previous feedback from child/caregiver dyads suggested modifications for our App prototype. However, their feedback had the potential to affect the intervention's efficacy. Thus, we aimed to have their critiques vetted by relevant experts prior to further App refinement.

OBJECTIVE: Compare expert reviews of the GIT App with end-users' (i.e., child/caregiver dyads') feedback.

METHODS: This mixed-methods study with experts included a hands-on App evaluation, a survey assessing usability, and focus groups comparing their perspectives with those previously provided by …

Combinatorial Atoh1, Gfi1, Pou4f3, And Six1 Gene Transfer Induces Hair Cell Regeneration In The Flat Epithelium Of Mature Guinea Pigs, Yujie Liu, Lin Yang, Sunita Singh, Lisa A Beyer, Diane M Prieskorn, Donald L Swiderski, Andrew K Groves, Yehoash Raphael

Children’s Nutrition Research Center Staff Publications

Flat epithelium (FE) is a condition characterized by the loss of both hair cells (HCs) and supporting cells and the transformation of the organ of Corti into a simple flat or cuboidal epithelium, which can occur after severe cochlear insults. The transcription factors Gfi1, Atoh1, Pou4f3, and Six1 (GAPS) play key roles in HC differentiation and survival in normal ears. Previous work using a single transcription factor, Atoh1, to induce HC regeneration in mature ears in vivo usually produced very few cells and failed to produce HCs in severely damaged organs of Corti, especially those with FE. Studies in vitro …

Ispad Clinical Practice Consensus Guidelines 2024: Screening, Staging, And Strategies To Preserve Beta-Cell Function In Children And Adolescents With Type 1 Diabetes, Michael J Haller, Kirstine J Bell, Rachel E J Besser, Kristina Casteels, Jenny J Couper, Maria E Craig, Helena Elding Larsson, Laura Jacobsen, Karin Lange, Tal Oron, Emily K Sims, Cate Speake, Mustafa Tosur, Francesca Ulivi, Anette-G Ziegler, Diane K Wherrett, M Loredana Marcovecchio

Faculty, Staff and Students Publications

The International Society for Pediatric and Adolescent Diabetes (ISPAD) guidelines represent a rich repository that serves as the only comprehensive set of clinical recommendations for children, adolescents, and young adults living with diabetes worldwide. This guideline serves as an update to the 2022 ISPAD consensus guideline on staging for type 1 diabetes (T1D). Key additions include an evidence-based summary of recommendations for screening for risk of T1D and monitoring those with early-stage T1D. In addition, a review of clinical trials designed to delay progression to Stage 3 T1D and efforts seeking to preserve beta-cell function in those with Stage 3 …

The Impact Of Obesity-Associated Glycine Deficiency On The Elimination Of Endogenous And Exogenous Metabolites Via The Glycine Conjugation Pathway, Hong Chang Tan, Jean W Hsu, E Shyong Tai, Shaji Chacko, Jean-Paul Kovalik, Farook Jahoor

Faculty, Staff and Students Publications

BACKGROUND: Glycine is an integral component of the human detoxification system as it reacts with potentially toxic exogenous and endogenously produced compounds and metabolites via the glycine conjugation pathway for urinary excretion. Because individuals with obesity have reduced glycine availability, this detoxification pathway may be compromised. However, it should be restored after bariatric surgery because of increased glycine production.

OBJECTIVE: To examine the impact of obesity-associated glycine deficiency on the glycine conjugation pathway. We hypothesize that the synthesis rates of acylglycines from endogenous and exogenous sources are significantly reduced in individuals with obesity but increase after bariatric surgery.

METHODS: We …

High Prevalence Of A-Β+ Ketosis-Prone Diabetes In Children With Type 2 Diabetes And Diabetic Ketoacidosis At Diagnosis: Evidence From The Rare And Atypical Diabetes Network (Radiant), Elizabeth Kubota-Mishra, Xiaofan Huang, Charles G Minard, Marcela Astudillo, Ahmad Refaey, Graciela Montes, Stephanie Sisley, Nalini Ram, William E Winter, Rochelle N Naylor, Ashok Balasubramanyam, Maria J Redondo, Mustafa Tosur, Radiant Study Group

Faculty, Staff and Students Publications

BACKGROUND:A−β+ ketosis-prone diabetes (KPD) in adults is characterized by presentation with diabetic ketoacidosis (DKA), negative islet autoantibodies, and preserved β-cell function in persons with a phenotype of obesity-associated type 2 diabetes (T2D). The prevalence of KPD has not been evaluated in children. We investigated children with DKA at “T2D” onset and determined the prevalence and characteristics of pediatric A−β+ KPD within this cohort.

METHODS: We reviewed the records of 716 children with T2D at a large academic hospital and compared clinical characteristics of those with and without DKA at onset. In the …

The 2018 World Cancer Research Fund (Wcrf)/American Institute For Cancer Research (Aicr) Score And Diabetes Risk In The Diabetes Prevention Program Outcomes Study (Dppos), Danny Ramzy, Nicholas Ray

Faculty, Staff and Student Publications

No abstract provided.

Exploring The Impact Of Caffeine, Alcohol, And Opioids On Intraocular Pressure: A Comprehensive Analysis Of Short-Term And Long-Term Effects On Vision, Jake Prieto

CMC Senior Theses

Coffee, alcohol, and opioids are addictive drugs commonly used in modern society, yet their impact on ocular health remains ambiguous. This systematic review aims to elucidate this ambiguity by examining their effects on intraocular pressure (IOP). Utilizing IOP as a metric, both short-term and long-term effects are evaluated across individuals with irregular IOP levels and healthy subjects. Furthermore, the study analyzes choroidal thickness as an additional measure to reinforce or challenge the findings regarding IOP, leveraging the inverse relationship between the two metrics concerning elevated IOP-related illnesses, such as open-angle glaucoma (OAG).

A comprehensive literature search was performed through Google …

Employing A Machine Learning Approach In Precision Oncology To Predict Pik3ca Functional Status And Identify Phenocopying Variants Of Deleterious Pik3ca Mutations, Javier Castillo

CMC Senior Theses

The following proposal describes a modular machine learning approach that detects malfunctioning genes and pathways in cancer using the transcriptome of cancer patients. The transcriptome is underused in precision oncology and, combined with machine learning, can aid in the identification of hidden responders. Applied to the PI3K/AKT/mTOR pathway, this method can be used to predict PIK3CA functional status and identify phenocopying variants of deleterious PIK3CA mutations. The classifier will do this by integrating RNA-seq, copy number, and mutation data from tumors to determine the functional status of PIK3CA using a set of learned gene-specific weights. The classifier will then be …