Digital Commons Network^™

Challenges And Opportunities For Early Phase Clinical Trials Of Novel Drug-Radiotherapy Combinations: Recommendations From Nrg Oncology, The American Society For Radiation Oncology (Astro), The American College Of Radiology (Acr), The Sarah Cannon Research Institute, And The American College Of Radiation Oncology (Acro), Zachary S Zumsteg, Siddharth Sheth, Salma K Jabbour, Krishnan R Patel, Randall J Kimple, Terence M Williams, Meng Xu-Welliver, Pedro A Torres-Saavedra, Arta M Monjazeb, Jyoti Mayadev, Steven E Finkelstein, John M Buatti, Sandip P Patel, Steven H Lin

Faculty, Staff and Student Publications

NRG Oncology's Developmental Therapeutics and Radiation Therapy Subcommittee assembled an interdisciplinary group of investigators to address barriers to successful early phase clinical trials of novel combination therapies involving radiation. This Policy Review elucidates some of the many challenges associated with study design for early phase trials combining radiotherapy with novel systemic agents, which are distinct from drug-drug combination development and are often overlooked. We also advocate for potential solutions that could mitigate or eliminate some of these barriers, providing examples of specific clinical trial designs that could help facilitate efficient and effective evaluation of novel drug-radiotherapy combinations.

The Dengue Vaccine Initiative: A Bibliometric Analysis Of Research Publications, Festus Mulakoli, Abednego Ongeso, Horatius Musembi

School of Nursing & Midwifery, East Africa

Dengue fever has become a significant public health problem in tropical and subtropical regions and affects millions of people annually. Approximately 390 million people worldwide are estimated to be infected with dengue every year, of which 96 million develop dengue fever. Recently, there has been a noticeable increase in dengue cases, primarily in areas with tropical and subtropical climates. Vaccines have been developed to prevent or reduce the severity of the disease. This study reviews the number of publications on dengue vaccines and related topics worldwide. We aimed to evaluate the research output and create a narrative on global vaccine …

Exploring Conversations Between A Practitioner And A Person With Dementia, Kotaro Hara, Rosiana Natalie, Wei Soon Cheong, Jingjing Gu, Qianli Xu

Research Collection School Of Computing and Information Systems

In social service centers, practitioners engage in conversations with clients with dementia to facilitate their daily activities and provide support when they are distressed. However, the nature of the care demands the practitioner’s active engagement, which becomes difficult to deliver as the number of people who need care expands. Researchers have been investigating the efficacy of developing agents that assume conversational tasks to alleviate this work. To contribute to the future design of agents for caregiving, we collected and analyzed ten conversations between clients with mild dementia and practitioners who provide care. Our analyses of turn-taking dynamics and dialogue acts …

Body Mass Index And Postacute Sequelae Of Sars-Cov-2 Infection In Children And Young Adults, Ting Zhou, Chongliang Luo, Et Al.

2020-Current year OA Pubs

IMPORTANCE: Obesity is associated with increased severity of COVID-19. Whether obesity is associated with an increased risk of post-acute sequelae of SARS-CoV-2 infection (PASC) among pediatric populations, independent of its association with acute infection severity, is unclear.

OBJECTIVE: To quantify the association of body mass index (BMI) status before SARS-CoV-2 infection with pediatric PASC risk, controlling for acute infection severity.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study occurred at 26 US children's hospitals from March 2020 to May 2023 with a minimum follow-up of 179 days. Eligible participants included children and young adults aged 5 to 20 years with …

Equipping Future Physicians With Artificial Intelligence Competencies Through Student Associations, Spencer Hopson, Carson Mildon, Kyle Hassard, Paul Urie, Dennis Della Corte

Faculty Publications

Advances in artificial intelligence (AI) in the medical sector necessitate the development of AI literacy among future physicians. This article explores the pioneering efforts of the AI in Medicine Association (AIM) at Brigham Young University, which offers a framework for undergraduate pre-medical students to gain hands-on experience, receive principled education, explore ethical considerations, and learn appraisal of AI models. By supplementing formal, university-organized pre-medical education with a student-led, faculty-supported introduction to AI through an extracurricular academic association, AIM alleviates apprehensions regarding AI in medicine early and empowers students preparing for medical school to navigate the evolving landscape of AI in …

Cancer Drug-Tolerant Persister Cells: From Biological Questions To Clinical Opportunities, Haoning Peng, Sumaiyah K Rehman, Elena Sancho, Alberto Sogari, Tzen S Toh, Nathalie Q Balaban, Eduard Batlle, Rene Bernards, Mathew J Garnett, Matthew Hangauer, Eleonora Leucci, Jean-Christophe Marine, Catherine A O'Brien, Yaara Oren, E Elizabeth Patton, Caroline Robert, Susan M Rosenberg, Shensi Shen, Alberto Bardelli

Faculty, Staff and Students Publications

The emergence of drug resistance is the most substantial challenge to the effectiveness of anticancer therapies. Orthogonal approaches have revealed that a subset of cells, known as drug-tolerant 'persister' (DTP) cells, have a prominent role in drug resistance. Although long recognized in bacterial populations which have acquired resistance to antibiotics, the presence of DTPs in various cancer types has come to light only in the past two decades, yet several aspects of their biology remain enigmatic. Here, we delve into the biological characteristics of DTPs and explore potential strategies for tracking and targeting them. Recent findings suggest that DTPs exhibit …

Addressing Platelet Insecurity – A National Call To Action, Arthur W Bracey, Andrew P Cap, Liz Culler, Nancy M Dunbar, Mary Homer, Iris Isufi, Rob Macedo, Tanya Petraszko, Glenn Ramsey, Christopher A Tormey, Richard M Kaufman, Edward L Snyder

Faculty, Staff and Students Publications

No abstract provided.

Stareg: Statistical Replicability Analysis Of High Throughput Experiments With Applications To Spatial Transcriptomic Studies, Xianyang Zhang, Hongyuan Cao

Faculty, Staff and Students Publications

Replicable signals from different yet conceptually related studies provide stronger scientific evidence and more powerful inference. We introduce STAREG, a statistical method for replicability analysis of high throughput experiments, and apply it to analyze spatial transcriptomic studies. STAREG uses summary statistics from multiple studies of high throughput experiments and models the the joint distribution of p-values accounting for the heterogeneity of different studies. It effectively controls the false discovery rate (FDR) and has higher power by information borrowing. Moreover, it provides different rankings of important genes. With the EM algorithm in combination with pool-adjacent-violator-algorithm (PAVA), STAREG is scalable to datasets …

Polycaprolactone-Based Shape Memory Foams As Self-Fitting Vaginal Stents, Kailey Wilson, Varsha Kotamreddy, Trace Larue, Arian Veyssi, Felipe Beltran, Julie Hakim, Manuel K Rausch, Melissa Grunlan, Elizabeth Cosgriff-Hernandez

Faculty, Staff and Students Publications

There is an urgent critical need for a patient-forward vaginal stent that can prevent debilitating vaginal stenosis that occurs after pelvic radiation treatments and vaginal reconstruction. To this end, we developed a self-fitting vaginal stent based on a shape-memory polymer (SMP) foam that can assume a secondary, compressed shape for ease of deployment. Upon insertion, the change in temperature and hydration initiates foam expansion to shape fit to the individual patient and restore the lumen of the stent to allow egress of vaginal secretions. To achieve rapid actuation at physiological temperature, we investigated the effect of architecture of two photocurable, …

Human Embryonic Genetic Mosaicism And Its Effects On Development And Disease, Sarah M Waldvogel, Jennifer E Posey, Margaret A Goodell

Center on Aging Staff Publications

Nearly every mammalian cell division is accompanied by a mutational event that becomes fixed in a daughter cell. When carried forward to additional cell progeny, a clone of variant cells can emerge. As a result, mammals are complex mosaics of clones that are genetically distinct from one another. Recent high-throughput sequencing studies have revealed that mosaicism is common, clone sizes often increase with age and specific variants can affect tissue function and disease development. Variants that are acquired during early embryogenesis are shared by multiple cell types and can affect numerous tissues. Within tissues, variant clones compete, which can result …

Cross-Silo Federated Learning With Record-Level Personalized Differential Privacy, Xiaofeng Meng

Faculty, Staff and Student Publications

Federated learning (FL) enhanced by differential privacy has emerged as a popular approach to better safeguard the privacy of client-side data by protecting clients’ contributions during the training process. Existing solutions typically assume a uniform privacy budget for all records and provide one-size-fits-all solutions that may not be adequate to meet each record’s privacy requirement. In this paper, we explore the uncharted territory of cross-silo FL with record-level personalized differential privacy. We devise a novel framework named rPDP-FL, employing a two-stage hybrid sampling scheme with both uniform client-level sampling and non-uniform record-level sampling to accommodate varying privacy requirements.

A …

Ks18, A Mcl-1 Inhibitor, Improves The Effectiveness Of Bortezomib And Overcomes Resistance In Refractory Multiple Myeloma By Triggering Intrinsic Apoptosis., Omar S Al-Odat, Weam Othman Elbezanti, Krishne Gowda, Sandeep K Srivastava, Shantu G Amin, Subash C. Jonnalagadda, Tulin Budak-Alpdogan, Manoj K Pandey

Cooper Medical School of Rowan University Departmental Research

Despite a record number of clinical studies investigating various anti-myeloma treatments, the 5-year survival rate for multiple myeloma (MM) patients in the US is only 55%, and almost all patients relapse. Poor patient outcomes demonstrate that myeloma cells are "born to survive" which means they can adapt and evolve following treatment. Thus, new therapeutic approaches to combat survival mechanisms and target treatment resistance are required. Importantly, Mcl-1, anti-apoptotic protein, is required for the development of MM and treatment resistance. This study looks at the possibility of KS18, a selective Mcl-1 inhibitor, to treat MM and overcome resistance. Our investigation demonstrates …

Nongenetic And Genetic Factors Associated With White Matter Brain Aging: Exposome-Wide And Genome-Wide Association Study, Li Feng, Halley S Milleson, Zhenyao Ye, Travis Canida, Hongjie Ke, Menglu Liang, Si Gao, Shuo Chen, L Elliot Hong, Peter Kochunov, David K Y Lei, Tianzhou Ma

Faculty, Staff and Student Publications

BACKGROUND/OBJECTIVES: Human brain aging is a complex process that affects various aspects of brain function and structure, increasing susceptibility to neurological and psychiatric disorders. A number of nongenetic (e.g., environmental and lifestyle) and genetic risk factors are found to contribute to the varying rates at which the brain ages among individuals.

METHODS: In this paper, we conducted both an exposome-wide association study (XWAS) and a genome-wide association study (GWAS) on white matter brain aging in the UK Biobank, revealing the multifactorial nature of brain aging. We applied a machine learning algorithm and leveraged fractional anisotropy tract measurements from diffusion tensor …

Early Intervention System Contextual Factors Contributing To Treatment Attendance And Clinical Outcomes, Anthony Eldridge

Theses and Dissertations

Early Intervention Programs (EI) are an established method of addressing and treating earlier childhood developmental problems that involves a system of complex processes which families must navigate to secure and maintain care. Extensive wait times and multiple service providers burdensome caregivers which may impact treatment engagement. Telehealth offers some clinical utility for improving EI service provision. However, little is known how system contextual factors predict a child’s Part B Eligibility and level of engagement with treatment. The primary aim of this study is to describe the effect that wait time, number of service providers, number of treatment services, and treatment …

Implementation Of Sugar-Sweetened Beverages Excise Policy And Its Implications In Various Countries: Literature Review, Roissiana Khotami, Vetty Yulianty, Ratih Oktarina

Journal of Indonesian Health Policy and Administration

The prevalence of diabetes in the world is projected to continue to increase to 643 million in 2030. Indonesia is ranked 7th with the highest number of diabetes mellitus sufferers and the only one in Southeast Asia with a total of 10.7 million sufferers. Consumption of sweetened drinks is the most dominant factor in the incidence of diabetes mellitus in Indonesia. Indonesia ranks third highest in Southeast Asia in sweetened drink consumption. Excise on sweetened drinks is an effective intervention to reduce consumption of sweetened drinks, but Indonesia has not yet implemented it. This research aims to determine the implementation …

Quinoxaline 1,4-Di-N-Oxide Derivatives As New Antinocardial Agents, Isidro Palos, Alonzo Gonzalez-Gonzalez, Alma D. Paz-Gonzalez, José C. Espinoza-Hicks, Debasish Bandyopadhyay, Norma Paniagua-Castro, Marlene S. Galeana-Salazar, Jorge Ismael Castañeda-Sánchez, Julieta Luna-Herrera, Gildardo Rivera-Sanchez

School of Integrative Biological & Chemical Sciences Faculty Publications

Mycetoma is currently considered as a neglected tropical disease. The incidence of mycetoma is unknown but most of the worldwide cases are present in the “mycetoma belt” including countries like Mexico, India, Senegal, and others. The treatment of mycetoma depends on the etiological agent responsible for the case. Treatment success reaches 60 to 90%; however, common treatment has been reported to be ineffective in some cases, due in part to resistance to the prescribed antibiotics. Therefore, it is necessary to develop new therapeutic options. In the past two decades, quinoxaline derivatives have shown relevance as antibacterial agents. Therefore, in this …

A Framework For Human Evaluation Of Large Language Models In Healthcare Derived From Literature Review, Katelyn Polanska, Karleigh R Mccarthy, Hunter Osterhoudt, Xizhi Wu, Shyam Visweswaran, Sunyang Fu, Piyush Mathur, Giovanni E Cacciamani, Cong Sun, Yifan Peng, Yanshan Wang

Faculty, Staff and Student Publications

With generative artificial intelligence (GenAI), particularly large language models (LLMs), continuing to make inroads in healthcare, assessing LLMs with human evaluations is essential to assuring safety and effectiveness. This study reviews existing literature on human evaluation methodologies for LLMs in healthcare across various medical specialties and addresses factors such as evaluation dimensions, sample types and sizes, selection, and recruitment of evaluators, frameworks and metrics, evaluation process, and statistical analysis type. Our literature review of 142 studies shows gaps in reliability, generalizability, and applicability of current human evaluation practices. To overcome such significant obstacles to healthcare LLM developments and deployments, we …

Emotional Display Rules Of Deaf Culture, Nicholas M. Gala, Lawrence Pick

JADARA

Emotional display rules refer to the expression of culturally prescribed and socially acceptable emotions across different people and situations (Wu & Schulz, 2020). The display rules among hearing adults across several cultures are well defined and depend on the type of emotion, the individuals involved in the exchange, and the situation. Regarding Deaf culture in the United States, this minoritized group may follow unique display rules (Hosie et al., 2000), but there has been almost no research conducted with this population and the existing studies have focused on youth. The present study explores perceived emotional expressions among a sample of …

Integrating Data-Driven And Mechanism-Driven Modeling In Drug Discovery And Hepatotoxicity Evaluation, Xuelian Jia

Theses and Dissertations

The pharmacological activities and hepatotoxicity significantly influence the success or failure of new drugs during drug discovery and development. Traditional experimental methods, such as animal models, are costly and time-consuming for chemical testing. There is a great need to develop in vitro and computational modeling to help identify the pharmacological activities and hepatotoxicity potential in the early stage of drug discovery and safety evaluation. In this dissertation, new computational models and associated modeling frameworks were described for predicting the biological profile and hepatotoxicity of chemicals. Firstly, a novel data mining and Quantitative Structure-Activity Relationship (QSAR) workflow was developed to construct …

Genomic And Socioeconomic Determinants Of Racial Disparities In Breast Cancer Survival: Insights From The All Of Us Program, Nubaira Rizvi, Hui Lyu, Leah Vaidya, Xiao Cheng Wu, Lucio Miele, Qingzhao Yu

School of Public Health Faculty Publications

Background: Breast cancer outcomes are worse among Black women in the U.S. compared to White women. While extensive research has focused on risk factors contributing to breast cancer; the role of genomic elements in health disparities between these racial groups remains unclear. This study aims to identify genomic variants and socioeconomic status (SES) determinants influencing racial disparities in breast cancer survival through multiple mediation analyses. Methods: Our investigation is based on the NIH-supported All of Us (AoU) program and analyzes 7452 female participants with malignant tumors of breast, including 5073 with genomic data. A log-rank test reveals significant racial differences …

"Not A Cookie Cutter Situation": How Neurodivergent Students Experience Group Work In Their Stem Courses, Sophia Salvatore, Claudia White, Stephen Podowitz

College of Life Sciences Faculty Papers

Background: Although group work is increasingly used in STEM courses and may lead to improved academic outcomes, there is evidence that some implementations of group work may lead to unintended barriers for certain students’ learning. Despite the growing number of neurodivergent undergraduate students, there is limited research on neurodivergent students’ experiences with group work in STEM courses. To address this knowledge gap, the current research investigated the experiences of 22 neurodivergent undergraduate students with group work in STEM courses at a range of institution types and in a variety of STEM disciplines. Participants shared experiences with in-class and out-of-class group …

Utility Of Individualised Homoeopathic Medicines In Improving Social Interaction In Childhood Autism: A Prospective, Open-Label, Single Arm Study, Sreeja Kudukayil Radhakrishnan Nair, Deepthi Gilla, Mohan Narvelil Devasia

Indian Journal of Research in Homoeopathy

Background: Childhood autism is a pervasive developmental disorder. There has been an upsurge in its prevalence in past few decades. The social deficit is the most disabling symptom of autism. There is an immediate need to explore new interventions to effectively address childhood autism. Objective: The objective of the study was to assess the usefulness of individualised homoeopathic medicine in improving social interaction in childhood autism. Materials and Methods: This one-year duration study was conducted in the outpatient department of the National Homoeopathy Research Institute in Mental Health, Kottayam, Kerala. Thirty-five children fulfilling the diagnostic criteria of childhood autism (as …

Molecular Targets For Breast Cancer Therapy, Hamidreza Montazeri Aliabadi

Pharmacy Faculty Articles and Research

"Breast cancer is by far the most common cancer in women, and for a while, it surpassed lung cancer as the most diagnosed cancer, regardless of gender, in 2020 [1]. Chemotherapy and hormone therapy are still the first line of treatment, despite extensive research in molecularly targeted drugs. Therefore, triple negative breast cancer (TNBC) is still known as the most challenging type for treatment due to the limited identified targets. Inherent and acquired resistance are still major hurdles in breast cancer therapy, which further highlights the importance of identifying new molecular targets in this battle. The inherent resistance of unresponsive …

Amino Acid-Based Protein-Mimic Hydrogel Incorporating Pro-Regenerative Lipid Mediator And Microvascular Fragments Promotes The Healing Of Deep Burn Wounds, Yan Lu, Shanchun Su, Chih Chang Chu, Yuichi Kobayashi, Abdul Razak Masoud, Hongying Peng, Nathan Lien, Mingyu He, Christopher Vuong, Ryan Tran, Song Hong

School of Medicine Faculty Publications

Pro-regenerative lipid mediator 1 (PreM1) is a specialized pro-resolving lipid mediator that promotes wound healing and regenerative functions of mesenchymal stem cells (MSCs), endothelial cells, and macrophages. The healing of third-degree (3°) burns and regenerative functions of MSCs are enhanced by ACgel1, an arginine-and-chitosan-based protein-mimic hybrid hydrogel. Adipose-tissue derived microvascular fragments (MVFs) are native vascularization units and a rich source of MSCs, endothelial cells, and perivascular cells for tissue regeneration. Here we describe an innovative PreM1-MVFs-ACgel1 construct that incorporated PreM1 and MVFs into ACgel1 via optimal design and fabrication. This construct delivered PreM1 to 3°-burn wounds at least up to …

Chacahoula 2024, Vol 91, Alayna Pellegrin

Chacahoula

MERGING REALITIES:

The 2023 issue of Chacahoula includes December 2023 and May 2024 graduating classes, as well as stunning photography of Week of Welcome, Homecoming, Mardi Gras, and Spring Fever. With features covering notable students, faculty, and staff, this year's time capsule beautifully preserves an academic year in the life of the University of Louisiana at Monroe.

Modeling Of Benzimidazole Derivatives As Antimalarial Agents Using Qsar Analysis, Ruslin Hadanu, Marham Sitorus

Makara Journal of Science

In this study, quantitative structure–activity relationship (QSAR) analysis was conducted on 20 homologous compounds of benzimidazole derivatives. The structures of the benzimidazole derivatives were optimized using the semiempirical Parameterized Model 3 method of HyperChem for Windows 8.0 to obtain 14 descriptors. Then, multiple linear regression (MLR) analysis was performed using the backward method. The results of the MLR analysis obtained four new QSAR equation models. Based on statistical criteria, model 1 was determined as the best QSAR equation model in predicting the theoretical IC₅₀ values of the new benzimidazole derivatives. As many as 20 new compounds of benzimidazole derivatives …

Qualitative Investigation Of School Experiences In Children With Osteogenesis Imperfecta, Julia M Morales, Andrew D Wiese, Whitney S Shepherd, Gianna M Colombo, Selena Guo, Justin Qian, W Conor Rork, Hannah Cho, Kristin M Kostick-Quenet, Dianne Nguyen, Erin M Carter, Michelle L Fynan, Members Of The Bbdc, Chaya N Murali, Marie-Eve Robinson, Sophie C Schneider, Brendan Lee, V Reid Sutton, Eric A Storch

Center for Medical Ethics and Health Policy Staff Publications

Osteogenesis imperfecta (OI) is a rare genetic chronic condition leading to fragile bones and frequent bone fractures with wide-reaching health implications. Current literature suggests that children with chronic diseases face unique challenges at school, yet research regarding educational concerns among those with OI is limited. The present study involved qualitative analysis of semi-structured interviews with 10 children with OI and 12 caregivers of a child with OI. Children and caregivers participated in the interviews individually; they were not dyads of participants. Half of the caregivers who participated had OI themselves. The interviews were coded, and six themes were identified: (1) …

Scientific Programs In The Arab Media - Reality And Gap, Najm Abed Khalaf Aleessawi

The article aimed to reveal the level of Arab media coverage of specialized scientific topics and to know the actual need for such programs, especially with the tremendous developments in various fields of life. The descriptive analytical approach was adopted, and a questionnaire tool was used, which was distributed to (205) Arab academics and researchers who were selected by a simple random sampling method. The study found that coverage of scientific programs in the Arab media at the local level is not at the required level. Social media platforms are the most widely used media means for accessing scientific programs …

Ai In The Health Professions, Heidi Monroe, Carrie Fry, Phillip Baker, Erika Busz

AI and the Future of Work

The aim of this track is to provide health professionals, and those interested in mental health and healthcare careers with an understanding of key aspects of AI use in healthcare. Participants will explore advantages of some recent AI developments and evaluate how they may be effectively leveraged to improve patient care, while addressing potential challenges, limitations, and ethical considerations.

Paediatric Mass Casualty Response Through The Lens Of Functional Resonance Analytical Methodology- Lessons Learned., R J Mackinnon, D Slater, R Jenner, T Stenfors, Christopher S. Kennedy, K P Härenstam

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Mass Casualty Incidents are rare but can significantly stress healthcare systems. Functional Resonance Analytical Methodology (FRAM) is a systematic approach to model and explore how complex systems adapt to variations and to understand resilient properties in the face of perturbations. The aim of this study was to use FRAM to create a model of a paediatric trauma system during the initial response to the Manchester Arena Attack to provide resilience-based insights for the management of future Mass Casualty Incidents (MCI).

METHODS: Qualitative interviews in the immediate aftermath of a terrorist bombing, were followed up with further in-depth probing of …