Medical Sciences Commons^™

Examining Treatment Options In Youth With Major Depressive Disorder: Observations From The Tx-Ydsrn Registry Study, Emine Rabia Ayvaci, Karabi Nandy, Ryan Becker, Laura Stone, Abu Minhajuddin, Holli Slater, Lynnel C Goodman, Sarah M Wakefield, Eric A Storch, Joseph C Blader, Cesar A Soutullo, Graham J Emslie, Madhukar H Trivedi

Center for Medical Ethics and Health Policy Staff Publications

Objective: Treatment decisions for depression are a complex process, influenced by factors such as clinical characteristics, socioeconomic factors, and patient/caregiver preferences. This study examines the characteristics of treatment options during the first month of enrollment among depressed youth.

Methods: Data for 646 depressed youth were extracted from the Texas Youth Depression and Suicide Research Network study. Participants' treatments during the first month were categorized as no treatment (NT), psychotherapy only (THER), pharmacotherapy only (MED), or a combination of psychotherapy and pharmacotherapy (COMB). Sociodemographic and clinical features were compared across these treatment types.

Results: 7% were on NT, 5% on THER, …

Reframing Stigma In Tourette Syndrome: An Updated Scoping Review, Kelly Pring, Melina Malli, Brandy W Hardy, Stephen R Rapp, Eric A Storch, Jonathan W Mink, Jaclyn M Martindale

Center for Medical Ethics and Health Policy Staff Publications

Persistent tic disorders (PTD) such as Tourette's syndrome (TS) are common childhood-onset neurodevelopmental disorders. Stigmatization of individuals with these disorders remains an ongoing problem. The purpose of this scoping review is to serve as an updated review of the research regarding stigmatization in youth with PTD since the publication of the original systematic review about this topic in 2016. The electronic databases Embase, Web of Science, PubMed, PsycINFO, and CINAHL were searched. Of the 4751 initial articles screened after removing duplications, 47 studies met the inclusion criteria. The studies were examined under the social-ecological stigmatization model, which helps categorize stigmatization …

A Landscape Analysis Of Psychedelic Retreat Organizations Advertising Online, Logan Neitzke-Spruill, Caroline S Beit, Jill Oliver Robinson, Nikita Singh, Srijith Kambala, Rishi Ramesh, Amy L Mcguire

Center for Medical Ethics and Health Policy Staff Publications

Research into psychedelics' clinical potential has corresponded to a growth in public interest and adult use. One common pathway to accessing psychedelics is through psychedelic retreats. While individual retreats have been characterized in the anthropological literature, no systematic evaluation of the psychedelic retreat industry exists. Assessing the characteristics of the psychedelic retreat industry is critical to understanding the associated ethical, legal, and social implications and ensuring consumer safety. To this end, we conducted a landscape analysis of online, publicly available information to capture and characterize a broad range of organizations offering psychedelic retreats and marketing to English-speaking consumers. From July …

Patient-Centric Federated Learning: Automating Meaningful Consent To Health Data Sharing With Smart Contracts, Kristin M Kostick-Quenet, Marcelo Corrales Compagnucci, Mateo Aboy, Timo Minssen

Center for Medical Ethics and Health Policy Staff Publications

Federated Learning (FL) promises to enhance data-driven health research by enabling collaborative machine learning across distributed datasets without direct data exchange. However, current FL implementations primarily reflect the data-sharing interests of institutional controllers rather than those of individual patients whose data are at stake. Existing consent mechanisms-like broad consent under HIPAA or explicit consent under the GDPR-fail to provide patients with control over how their data is used. This article explores the integration of smart contracts (SCs) into FL as a mechanism for automating, enforcing, and documenting consent in data transactions. SCs, encoded in decentralized ledger technologies, can ensure that …

Effects Of High-Frequency Repetitive Transcranial Magnetic Stimulation On Impulse Control Disorders In Patients With Parkinson’S Disease On Dopamine Replacement Therapy, Katherine Muksuris

Graduate Theses, Dissertations, and Problem Reports (ETD)

Parkinson’s Disease (PD) is a debilitating neurodegenerative disorder that causes motor deficits, cognitive impairment, and depression. The mainstay treatment for motor symptoms is dopamine replacement therapy (DRT). DRT takes the form of levodopa or dopamine receptor agonists (DAs) and can be associated with impulse control disorders (ICDs). Currently, the approach to mitigating these side effects is to decrease or stop DRT, which may cause motor symptoms to return, making the management of the disorder more difficult. Repetitive transcranial magnetic stimulation (rTMS) is a noninvasive neuromodulation treatment for multiple disorders, including its approved use for smoking cessation. It has also shown …

Co-Morbid Indomethacin-Responsive Headaches In A Woman In Her Late 60s With Paroxysmal Hemicrania And Hypnic Headache: A Case Report, Ashlyn Brown, Randolph W Evans, Claudia Carrizo, Mark Burish

Faculty, Staff and Student Publications

Paroxysmal hemicrania (PH) and hypnic headache (HH) are rare indomethacin-responsive headache syndromes. This case report details the new onset of both disorders in a woman in her late 60s. One headache type presented as severe pain centered on the right eyebrow, lasting 30 minutes, occurring more than 8 times daily, and associated with ipsilateral lacrimation and rhinorrhea. The second type was a right frontal severe pain, with onset at 4 a.m., occurring only during sleep, lasting 30 minutes, and with no associated factors. The patient's response to indomethacin for both headache types was confirmed through an unblinded ABAB study design: …

Untargeted Metabolome Atlas For Sleep-Related Phenotypes In The Hispanic Community Health Study/Study Of Latinos, Ying Zhang, Brian W Spitzer, Yu Zhang, Danielle A Wallace, Bing Yu, Qibin Qi, Maria Argos, M Larissa Avilés-Santa, Eric Boerwinkle, Martha L Daviglus, Robert Kaplan, Jianwen Cai, Susan Redline, Tamar Sofer

Faculty, Staff and Student Publications

BACKGROUND: Sleep is essential to maintaining health and wellbeing of individuals, influencing a variety of outcomes from mental health to cardiometabolic disease. This study aims to assess the relationships between various sleep-related phenotypes and blood metabolites.

METHODS: Utilising data from the Hispanic Community Health Study/Study of Latinos, we performed association analyses between 40 sleep-related phenotypes, grouped in several domains (sleep disordered breathing (SDB), sleep duration, sleep timing, self-reported insomnia symptoms, excessive daytime sleepiness (EDS), and heart rate during sleep), and 768 metabolites measured via untargeted metabolomics profiling. Network analysis was employed to visualise and interpret the associations between sleep phenotypes …

Home-Based Transcranial Direct Current Stimulation Treatment For Major Depressive Disorder: A Fully Remote Phase 2 Randomized Sham-Controlled Trial, Rachel D Woodham, Sudhakar Selvaraj, Nahed Lajmi, Harriet Hobday, Gabrielle Sheehan, Ali-Reza Ghazi-Noori, Peter J Lagerberg, Maheen Rizvi, Sarah S Kwon, Paulette Orhii, David Maislin, Lucia Hernandez, Rodrigo Machado-Vieira, Jair C Soares, Allan H Young, Cynthia H Y Fu

Faculty, Staff and Student Publications

Transcranial direct current stimulation (tDCS) has been proposed as a new treatment in major depressive disorder (MDD). This is a fully remote, multisite, double-blind, placebo-controlled, randomized superiority trial of 10-week home-based tDCS in MDD. Participants were 18 years or older, with MDD in current depressive episode of at least moderate severity as measured using the Hamilton Depression Rating Scale (mean = 19.07 ± 2.73). A total of 174 participants (120 women, 54 men) were randomized to active (n = 87, mean age = 37.09 ± 11.14 years) or sham (n = 87, mean age = 38.32 ± 10.92 …

A Comparison Of Two Motivational Tasks In Male And Female Rats Under Acute Stress, Stephanie M. Muscott

Graduate Research Theses & Dissertations

Motivation is a complex concept that contributes to or is embedded within many different behaviors. As such, it can be difficult to assess motivation directly, but many researchers have attempted to measure motivation to understand its role in behavior and in diseases associated with a dysregulation of motivation, such as drug addiction or depression. To better understand motivation, behavioral tests frequently use palatable foods to measure motivation as defined by the amount of effort a rat will demonstrate to achieve the reward. Much of research has focused on highly controlled experimental settings, such as lever pressing in an operant box …

Weighted Family History Density Of Substance Use: Influence On Participant Substance Use Onset, Escalation, And Duration, Carleigh A. Litteral

Theses and Dissertations--Psychology

Substance use disorders impose a staggering toll on the United States (U.S.), straining healthcare systems, destabilizing communities, and profoundly impacting both individuals and families. Approximately one in six Americans aged 12 and older had a past-year substance use disorder in 2022 (Key Substance Use, 2022), and nearly one-third of adults experience a substance use disorder in their lifetime (Wu, 2010), contributing to an economic burden exceeding $400 billion annually (National Drug Threat Assessment, 2011). Family history of substance use disorders is a key predictor of vulnerability, with individuals who have affected relatives being 2–8 times more …

Learning Paradigms For Rhythm Detection And Generation Using Mathematical Models, Biophysical And Artificial Neural Networks, Prianka Bose

Dissertations

Humans possess an inherent ability to recognize evenly-spaced rhythms, known as isochronous rhythms, owing to the brain's predisposition to entrain to external auditory stimuli with regular temporal intervals. The central focus of this research is to understand how the brain learns and retains rhythmic time intervals in the context of music. This dissertation studies rhythm detection and generation through mathematical models, biophysical networks, and artificial neural networks, addressing both isochronous and non-isochronous patterns.

A primary focus of the thesis is on isochronous rhythms. In particular, given a perturbation to an isochronous rhythm such as a tempo change or phase shift …

Health Equity Innovation In Precision Medicine: Data Stewardship And Agency To Expand Representation In Clinicogenomics, Patrick J Silva, Vasiliki Rahimzadeh, Reid Powell, Junaid Husain, Scott Grossman, Adam Hansen, Jennifer Hinkel, Rafael Rosengarten, Marcia G Ory, Kenneth S Ramos

Center for Medical Ethics and Health Policy Staff Publications

Most forms of clinical research examine a very minute cross section of the patient journey. Much of the knowledge and evidence base driving current genomic medicine practice entails blind spots arising from underrepresentation and lack of research participation in clinicogenomic databases. The flaws are perpetuated in AI models and clinical practice guidelines that reflect the lack of diversity in data being used. Participation in clinical research and biobanks is impeded in many populations due to a variety of factors that include knowledge, trust, healthcare access, administrative barriers, and technology gaps. A recent symposium brought industry, clinical, and research participants in …

Mild Traumatic Brain Injury In Justice-Involved Individuals And Executive Function Consequences On Transition And Reintegration Into The Community, Alaina L. Randerson

Student Capstone Papers

The United States has the highest documented incarceration rate in the world (Carson, 2022), with an increasing number of justice-involved individuals (JII) potentially affected by mild traumatic brain injury (mTBI). Despite the high prevalence of mTBIs in the general population, limited research exists on the prevalence and impact of mTBIs in JII. Preliminary evidence suggests that the prevalence of mTBIs in incarcerated individuals is 50 times higher than in the general public (Siegler et al., 2017). This study aimed to explore the lived experiences of JII with mTBI, focusing on the origin of mTBIs, executive dysfunction, and the occupational barriers …

Inflammation Mediated By Gut Microbiome Alterations Promotes Lung Cancer Development And An Immunosuppressed Tumor Microenvironment, Zahraa Rahal, Yuejiang Liu, Fuduan Peng, Sujuan Yang, Mohamed A Jamal, Manvi Sharma, Hannah Moreno, Ashish V Damania, Matthew C Wong, Matthew C Ross, Ansam Sinjab, Tieling Zhou, Minyue Chen, Inti Tarifa Reischle, Jiping Feng, Chidera Chukwuocha, Elizabeth Tang, Camille Abaya, Jamie K Lim, Cheuk Hong Leung, Heather Y Lin, Nathaniel Deboever, Jack J Lee, Boris Sepesi, Don L Gibbons, Jennifer A Wargo, Junya Fujimoto, Linghua Wang, Joseph F Petrosino, Nadim J Ajami, Robert R Jenq, Seyed Javad Moghaddam, Tina Cascone, Kristi Hoffman, Humam Kadara

Center for Medical Ethics and Health Policy Staff Publications

Accumulating evidence indicates that the gut microbiome influences cancer progression and therapy. We recently showed that progressive changes in gut microbial diversity and composition are closely coupled with tobacco-associated lung adenocarcinoma in a human-relevant mouse model. Furthermore, we demonstrated that the loss of the antimicrobial protein Lcn2 in these mice exacerbates protumor inflammatory phenotypes while further reducing microbial diversity. Yet, how gut microbiome alterations impinge on lung adenocarcinoma development remains poorly understood. In this study, we investigated the role of gut microbiome changes in lung adenocarcinoma development using fecal microbiota transfer and delineated a pathway by which gut microbiome alterations …

Association Of Common And Rare Variants With Alzheimer’S Disease In More Than 13,000 Diverse Individuals With Whole-Genome Sequencing From The Alzheimer’S Disease Sequencing Project, Wan-Ping Lee, Seung Hoan Choi, Margaret G Shea, Po-Liang Cheng, Beth A Dombroski, Achilleas N Pitsillides, Nancy L Heard-Costa, Hui Wang, Katia Bulekova, Amanda B Kuzma, Yuk Yee Leung, John J Farrell, Honghuang Lin, Brian W Kunkle, Adam Naj, Elizabeth E Blue, Frederick Nusetor, Dongyu Wang, Eric Boerwinkle, William S Bush, Xiaoling Zhang, Philip L De Jager, Josée Dupuis, Lindsay A Farrer, Myriam Fornage, Eden Martin, Margaret Pericak-Vance, Sudha Seshadri, Ellen M Wijsman, Li-San Wang, Alzheimer's Disease Sequencing Project, Gerard D Schellenberg, Anita L Destefano, Jonathan L Haines, Gina M Peloso

Center for Medical Ethics and Health Policy Staff Publications

Introduction: Alzheimer's disease (AD) is a common disorder of the elderly that is both highly heritable and genetically heterogeneous.

Methods: We investigated the association of AD with both common variants and aggregates of rare coding and non-coding variants in 13,371 individuals of diverse ancestry with whole genome sequencing (WGS) data.

Results: Pooled-population analyses of all individuals identified genetic variants at apolipoprotein E (APOE) and BIN1 associated with AD (p < 5 × 10-8). Subgroup-specific analyses identified a haplotype on chromosome 14 including PSEN1 associated with AD in Hispanics, further supported by aggregate testing of rare coding and non-coding variants in the region. Common variants in LINC00320 were observed associated with AD in Black individuals (p = 1.9 × 10-9). Finally, we observed rare non-coding variants in the promoter of TOMM40 distinct of APOE in pooled-population analyses (p = 7.2 × 10-8).

Discussion: We observed that complementary pooled-population and subgroup-specific analyses offered unique insights into the genetic architecture of AD.

Highlights: We determine the association of genetic variants with Alzheimer's disease (AD) using …

Association Of Common And Rare Variants With Alzheimer’S Disease In More Than 13,000 Diverse Individuals With Whole-Genome Sequencing From The Alzheimer’S Disease Sequencing Project, Wan-Ping Lee, Seung Hoan Choi, Margaret G Shea, Po-Liang Cheng, Beth A Dombroski, Achilleas N Pitsillides, Nancy L Heard-Costa, Hui Wang, Katia Bulekova, Amanda B Kuzma, Yuk Yee Leung, John J Farrell, Honghuang Lin, Brian W Kunkle, Adam Naj, Elizabeth E Blue, Frederick Nusetor, Dongyu Wang, Eric Boerwinkle, William S Bush, Xiaoling Zhang, Philip L De Jager, Josée Dupuis, Lindsay A Farrer, Myriam Fornage, Eden Martin, Margaret Pericak-Vance, Sudha Seshadri, Ellen M Wijsman, Li-San Wang, Alzheimer's Disease Sequencing Project;, Gerard D Schellenberg, Anita L Destefano, Jonathan L Haines, Gina M Peloso

Faculty, Staff and Student Publications

INTRODUCTION: Alzheimer's disease (AD) is a common disorder of the elderly that is both highly heritable and genetically heterogeneous.

METHODS: We investigated the association of AD with both common variants and aggregates of rare coding and non-coding variants in 13,371 individuals of diverse ancestry with whole genome sequencing (WGS) data.

RESULTS: Pooled-population analyses of all individuals identified genetic variants at apolipoprotein E (APOE) and BIN1 associated with AD (p < 5 × 10

DISCUSSION: We observed that complementary pooled-population and subgroup-specific analyses offered unique insights into the genetic architecture of AD.

HIGHLIGHTS: We determine the association of genetic variants with Alzheimer's disease (AD) using …

Prevalence Of Psychiatric Comorbidities And Treatment Initiation In African American Pediatric Patients With Vitiligo: A Retrospective, Single-Center, Case-Control Study, Emily Strouphauer, Sana Suhail, Carly Mulinda, Promise Ufomadu, Nicole Nyamongo, Grace Lee, Soo Jung Kim

Faculty, Staff and Students Publications

BACKGROUND: Vitiligo may impact psychosocial development, especially among African American pediatric patients, given heightened visibility and increasing rates of anxiety and depression in this subpopulation.

OBJECTIVE: Evaluate psychiatric comorbidities and treatment initiation in African American pediatric patients.

METHODS: A total of 327 African American pediatric patients with vitiligo were each matched to 3 patients without vitiligo by age, race, and sex in this case-control study. Prevalence of psychiatric conditions and subsequent initiation of pharmacotherapy and/or psychotherapy were analyzed.

RESULTS: Compared to controls, pediatric African American patients with vitiligo were significantly more likely to be diagnosed with depression (

LIMITATIONS: This …

Implementing And Assessing Climate Change Education In A Pediatrics Residency Curriculum, Mark Mcshane, Shelley Kumar, Linessa Zuniga

Center for Medical Ethics and Health Policy Staff Publications

Background For physicians to effectively combat the growing health crisis that is climate change, they should begin learning during medical training about its health implications. However, there is little data on residents' knowledge of the climate crisis, and even less data regarding the effectiveness and acceptability of climate change education in graduate medical training programs. Objective To incorporate a new educational session on the health implications of climate change into a residency curriculum and evaluate the acceptability of the session and its effects on residents' knowledge, attitudes, and perceptions of the topic.

Methods In July 2021, a 90-minute, interactive, small-group …

Incorporating An Analytical Approach To Ethical Reasoning Into An Ethics Case Conference For Residents, Holland Kaplan, Alyssa Kahl, Jonathan Lim

Center for Medical Ethics and Health Policy Staff Publications

Educating residents to apply ethical principles in clinical practice is critical in achieving standards in professionalism. We implemented biweekly ethics morning report case conferences incorporating a validated analytical tool in medical ethics, the Four-Box Method, from July 2022 to June 2023 in our internal medicine residency program. In 24 ethics morning reports, over 73% of participants reported that the intervention helped them achieve each of three learning objectives in ethics education. Ninety-two percent of cases addressed > 1 ethical issue. Our intervention may be easily integrated into the morning report conference structure as an educational tool in medical ethics across internal …

Langerhans Cell Histiocytosis In Children Born After Assisted Reproductive Technology, Carrie L Williams, Kathryn J Bunch, Charles Stiller, Michael F G Murphy, Beverley J Botting, Melanie C Davies, Barbara Luke, Philip J Lupo, Alastair G Sutcliffe

Center for Medical Ethics and Health Policy Staff Publications

Research question: Are children born after assisted reproductive technology (ART) at higher risk of developing Langerhans cell histiocytosis (LCH)?

Design: Records of children born after ART recorded by the UK Human Fertilisation & Embryology Authority were linked to National Registry of Childhood Tumours records to determine the number of children developing LCH. Calculated person-years at risk were used in conjunction with the incidence of LCH in the general population to determine the expected number of cases if the cohort had the same incidence as the general population with similar age and sex, over the same calendar years. The standardized incidence …

Artificial Intelligence And Machine Learning In Cancer Pain: A Systematic Review, Vivian Salama, Brandon Godinich, Yimin Geng, Laia Humbert-Vidan, Laura Maule, Kareem A Wahid, Mohamed A Naser, Renjie He, Abdallah S R Mohamed, Clifton D Fuller, Amy C Moreno

Faculty, Staff and Student Publications

Background/objectives: Pain is a challenging multifaceted symptom reported by most cancer patients. This systematic review aims to explore applications of artificial intelligence/machine learning (AI/ML) in predicting pain-related outcomes and pain management in cancer.

Methods: A comprehensive search of Ovid MEDLINE, EMBASE and Web of Science databases was conducted using terms: "Cancer," "Pain," "Pain Management," "Analgesics," "Artificial Intelligence," "Machine Learning," and "Neural Networks" published up to September 7, 2023. AI/ML models, their validation and performance were summarized. Quality assessment was conducted using PROBAST risk-of-bias andadherence to TRIPOD guidelines.

Results: Forty four studies from 2006 to 2023 were included. Nineteen studies used …

Narratives Of Resilience: The Power Of Creative Expression And Community Support During Familial Incarceration, Alana Alexander

USF Tampa Graduate Theses and Dissertations

Existing literature stresses that the far-reaching effects of mass incarceration extend beyond prison walls, profoundly shaping familial experiences. Despite this, families remain consistently overlooked in criminal justice discourse, leading to heightened stress and diminished resilience. This thesis is a program review of a community-based program, referred to here as the Storytelling, Creativity, and Care (SCC) program, to protect the confidentiality of its participants and activities. The SCC program integrates neuroscience and narrative theory to explore how storytelling influences cultural perceptions, shapes lived experiences, and supports psychological and physiological healing. Additionally, this work investigates the socio-political narratives that perpetuate stigma and …

Fgf21 Acts In The Brain To Drive Macronutrient-Specific Changes In Behavioral Motivation And Brain Reward Signaling, Md Shahjalal H. Khan, Sora Q. Kim, Robert C. Ross, Florina Corpodean, Redin A. Spann, Diana A. Albarado, Sun O. Fernandez-Kim, Blaise Clarke, Hans Rudolf Berthoud, Heike Münzberg, David H. Mcdougal, Yanlin He, Sangho Yu, Vance L. Albaugh, Paul L. Soto, Christopher D. Morrison

School of Medicine Faculty Publications

Objective: Dietary protein restriction induces adaptive changes in food preference, increasing protein consumption over carbohydrates or fat. We investigated whether motivation and reward signaling underpin these preferences. Methods and Results: In an operant task, protein-restricted male mice responded more for liquid protein rewards, but not carbohydrate, fat, or sweet rewards compared to non-restricted mice. When the number of responses required to access protein reward varied, protein-restricted mice exhibited higher operant responses at moderate to high response requirements. The protein restriction-induced increase in operant responding for protein was absent in Fgf21-KO mice and mice with neuron-specific deletion of the FGF21 co-receptor …

Update On Recommendations For Cancer Screening And Surveillance In Children With Genomic Instability Disorders, Yoshiko Nakano, Roland P Kuiper, Kim E Nichols, Christopher C Porter, Harry Lesmana, Julia Meade, Christian P Kratz, Lucy A Godley, Luke D Maese, Maria Isabel Achatz, Payal P Khincha, Sharon A Savage, Andrea S Doria, Mary-Louise C Greer, Vivian Y Chang, Lisa L Wang, Sharon E Plon, Michael F Walsh

Center for Medical Ethics and Health Policy Staff Publications

Genomic instability disorders are characterized by DNA or chromosomal instability, resulting in various clinical manifestations, including developmental anomalies, immunodeficiency, and increased risk of developing cancers beginning in childhood. Many of these genomic instability disorders also present with exquisite sensitivity to anticancer treatments such as ionizing radiation and chemotherapy, which may further increase the risk of second cancers. In July 2023, the American Association for Cancer Research held the second Childhood Cancer Predisposition Workshop, where multidisciplinary international experts discussed, reviewed, and updated recommendations for children with cancer predisposition syndromes. This article discusses childhood cancer risks and surveillance recommendations for the group …

Knowledge, Attitudes, And Concerns About Psilocybin And Mdma As Novel Therapies Among Us Healthcare Professionals, Erin Wang, David S Mathai, Natalie Gukasyan, Sandeep Nayak, Albert Garcia-Romeu

Center for Medical Ethics and Health Policy Staff Publications

Psychedelic-assisted therapy (PAT) with substances like psilocybin and MDMA has shown promise for conditions including depression and post-traumatic stress disorder. Psilocybin and MDMA may become approved medicines in the coming decade. This study assessed knowledge and attitudes regarding PAT among 879 U.S. healthcare professionals via anonymous online survey. Multivariable linear regression was used to identify predictors of openness to clinical use. Most participants (71.2%) were female and White (85.8%), with a mean (SD) age of 45.5 (12.7) years. Registered nurses (25.4%) and physicians (17.7%) comprised the largest professional groups. Respondents endorsed strong belief in therapeutic promise, and moderate openness to …

Genetic Variants In Canonical Wnt Signaling Pathway Associated With Pediatric Immune Thrombocytopenia, Taylor Olmsted Kim, Jennifer M Geris, Jonathan M Flanagan, Rachael F Grace, Michele P Lambert, Candelaria O'Farrell, Melissa J Rose, Kristin A Shimano, Omar Niss, Cindy Neunert, Taizo A Nakano, Derek Macmath, Bogdan Dinu, Susan E Kirk, Ellis J Neufeld, Jenny M Despotovic, Michael E Scheurer, Amanda B Grimes

Center for Medical Ethics and Health Policy Staff Publications

Through the use of genetic sequencing, molecular variants driving autoimmunity are increasingly identified in patients with chronic and refractory immune cytopenias. With the goal of discovering genetic variants that predispose to pediatric immune thrombocytopenia (ITP) or increase risk for chronic disease, we conducted a genome-wide association study in a large multi-institutional cohort of pediatric patients with ITP. A total of 591 patients were genotyped using an Illumina Global Screening Array BeadChip. Six variants met genome-wide significance in comparison between children with ITP and a cohort of healthy children. One variant in NAV2 was inversely associated with ITP (adjusted odds ratio …

Tumor-Associated Edema In Children With Kaposi Sarcoma: 14 Years' Experience At Kamuzu Central Hospital, Lilongwe, Malawi, Fatsani Rose Manase, Allison Silverstein, William Kamiyango, Jimmy Villiera, Clement Dziwe, Claudia Wallrauch, Tom Heller, Mark Zobeck, Tamiwe Tomoka, Michael E Scheurer, Carl E Allen, Nmazuo Ozuah, Rizine Mzikamanda, Nader Kim El-Mallawany, Casey L Mcatee

Center for Medical Ethics and Health Policy Staff Publications

Background/objectives: Kaposi sarcoma (KS) is a common lymphatic endothelial cancer among children with and without HIV in central and eastern Africa. Despite its clinical heterogeneity, its various clinical phenotypes are often grouped together in staging and treatment algorithms. Patients with KS tumor-associated edema, referring to hard, non-pitting lesions which often lead to chronic disability, represent a unique, understudied subgroup of children with KS. To continue our work defining the distinct phenotypes of pediatric KS, this study aimed to assess the clinical progression and outcomes of KS edema in children.

Methods: A retrospective cohort study was conducted at Kamuzu Central Hospital …

Nerve Injury Inhibits Oprd1 And Cnr1 Transcription Through Rest In Primary Sensory Neurons, Ashok Subedi, Asieh Etemad, Aadhya Tiwari, Yuying Huang, Biji Chatterjee, Samantha M Mcleod, Yungang Lu, Diangelo Gonzalez, Krishna Ghosh, Mario Sirito, Sanjay K Singh, Elisa Ruiz, Sandra L Grimm, Cristian Coarfa, Hui-Lin Pan, Sadhan Majumder

Faculty, Staff and Students Publications

The transcription repressor REST in the dorsal root ganglion (DRG) is upregulated by peripheral nerve injury and promotes the development of chronic pain. However, the genes targeted by REST in neuropathic pain development remain unclear. The expression levels of four opioid receptor genes (Oprm1, Oprd1, Oprl1 and Oprk1) and the cannabinoid CB1 receptor (Cnr1) gene in the DRG regulate nociception. In this study, we determined the role of REST in controlling their expression in the DRG induced by spared nerve injury (SNI). SNI induced chronic pain hypersensitivity in wild-type mice and was accompanied by increased levels of Rest transcript and …

Data-Driven Cutoff Selection For The Patient Health Questionnaire-9 Depression Screening Tool, Brooke Levis, Parash Mani Bhandari, Dipika Neupane, Suiqiong Fan, Ying Sun, Chen He, Yin Wu, Ankur Krishnan, Zelalem Negeri, Mahrukh Imran, Danielle B Rice, Kira E Riehm, Marleine Azar, Alexander W Levis, Jill Boruff, Pim Cuijpers, Simon Gilbody, John P A Ioannidis, Lorie A Kloda, Scott B Patten, Roy C Ziegelstein, Daphna Harel, Yemisi Takwoingi, Sarah Markham, Sultan H Alamri, Dagmar Amtmann, Bruce Arroll, Liat Ayalon, Hamid R Baradaran, Anna Beraldi, Charles N Bernstein, Arvin Bhana, Charles H Bombardier, Ryna Imma Buji, Peter Butterworth, Gregory Carter, Marcos H Chagas, Juliana C N Chan, Lai Fong Chan, Dixon Chibanda, Kerrie Clover, Aaron Conway, Yeates Conwell, Federico M Daray, Janneke M De Man-Van Ginkel, Jesse R Fann, Felix H Fischer, Sally Field, Jane R W Fisher, Daniel S S Fung, Bizu Gelaye, Leila Gholizadeh, Felicity Goodyear-Smith, Eric P Green, Catherine G Greeno, Brian J Hall, Liisa Hantsoo, Martin Härter, Leanne Hides, Stevan E Hobfoll, Simone Honikman, Thomas Hyphantis, Masatoshi Inagaki, Maria Iglesias-Gonzalez, Hong Jin Jeon, Nathalie Jetté, Mohammad E Khamseh, Kim M Kiely, Brandon A Kohrt, Yunxin Kwan, Maria Asunción Lara, Holly F Levin-Aspenson, Shen-Ing Liu, Manote Lotrakul, Sonia R Loureiro, Bernd Löwe, Nagendra P Luitel, Crick Lund, Ruth Ann Marrie, Laura Marsh, Brian P Marx, Anthony Mcguire, Sherina Mohd Sidik, Tiago N Munhoz, Kumiko Muramatsu, Juliet E M Nakku, Laura Navarrete, Flávia L Osório, Brian W Pence, Philippe Persoons, Inge Petersen, Angelo Picardi, Stephanie L Pugh, Terence J Quinn, Elmars Rancans, Sujit D Rathod, Katrin Reuter, Alasdair G Rooney, Iná S Santos, Miranda T Schram, Juwita Shaaban, Eileen H Shinn, Abbey Sidebottom, Adam Simning, Lena Spangenberg, Lesley Stafford, Sharon C Sung, Keiko Suzuki, Pei Lin Lynnette Tan, Martin Taylor-Rowan, Thach D Tran, Alyna Turner, Christina M Van Der Feltz-Cornelis, Thandi Van Heyningen, Paul A Vöhringer, Lynne I Wagner, Jian Li Wang, David Watson, Jennifer White, Mary A Whooley, Kirsty Winkley, Karen Wynter, Mitsuhiko Yamada, Qing Zhi Zeng, Yuying Zhang, Brett D Thombs, Andrea Benedetti, Depression Screening Data (Depressd) Phq Group

Faculty, Staff and Students Publications

IMPORTANCE: Test accuracy studies often use small datasets to simultaneously select an optimal cutoff score that maximizes test accuracy and generate accuracy estimates.

OBJECTIVE: To evaluate the degree to which using data-driven methods to simultaneously select an optimal Patient Health Questionnaire-9 (PHQ-9) cutoff score and estimate accuracy yields (1) optimal cutoff scores that differ from the population-level optimal cutoff score and (2) biased accuracy estimates.

DESIGN, SETTING, AND PARTICIPANTS: This study used cross-sectional data from an existing individual participant data meta-analysis (IPDMA) database on PHQ-9 screening accuracy to represent a hypothetical population. Studies in the IPDMA database compared participant PHQ-9 …

On The Role Of Prediction In Streaming Hierarchical Learning, Ramy Mounir

USF Tampa Graduate Theses and Dissertations

In today's world, AI systems need to make sense of large amounts of data as it unfolds in real-time, whether it's a video from surveillance and monitoring cameras, streams of egocentric footage, or sequences in other domains such as text or audio. The ability to break these continuous data streams into meaningful events, discover nested structures, and predict what might happen next at different levels of abstraction is crucial for applications ranging from passive surveillance systems to sensory-motor autonomous learning. However, most existing models rely heavily on large, annotated datasets with fixed data distributions and offline epoch-based training, which makes …