Digital Commons Network^™

Mass Spectrometry Footprinting Reveals How Kinetic Stabilizers Counteract Transthyretin Dynamics Altered By Pathogenic Mutations, Francisca Pinheiro, Ravi Kant, Saketh Chemuru, Nathalia Varejão, Adrián Velázquez-Campoy, David Reverter, Irantzu Pallarès, Michael L Gross, Salvador Ventura

2020-Current year OA Pubs

The aggregation of transthyretin (TTR) results in life-threatening transthyretin amyloidosis. Familial forms of the disease arise from point mutations that destabilize the TTR tetramer, leading to its dissociation and/or monomer unfolding and subsequent formation of amyloid fibrils. Small molecules that kinetically stabilize the native tetramer effectively inhibit this aggregation. Although over 300 X-ray crystal structures of TTR have been determined, these data refer to a static structure and do not capture the conformational effects of mutations and ligand binding. Here, we demonstrate that hydrogen-deuterium exchange (HDX) and fast photochemical oxidation of proteins (FPOP) coupled with mass spectrometry (MS) offer critical …

Towards A Unified Gating Scheme For The Cnbd Ion Channel Family, Jenna L Lin, Baron Chanda

2020-Current year OA Pubs

Cyclic nucleotide-binding domain (CNBD) channels are critical components of numerous bioelectrical processes, including cardiac pacemaking, neuronal signaling, phototransduction in the eye, and stomatal regulation in plants. While members of this channel family share a conserved overall structure, they exhibit striking differences in voltage sensitivity. Hyperpolarization-activated cyclic nucleotide-gated channels are activated by membrane hyperpolarization, whereas ether-à-go-go channels open upon depolarization. Mutagenesis and chimeragenesis studies have revealed that some mutants display bipolar gating behavior-remaining closed at intermediate membrane potentials but capable of opening in response to both hyperpolarization and depolarization. Remarkably, in certain cases, just a few mutations are sufficient to reverse …

Career Plans Among Graduating Us Emergency Medicine Residents, Dave W. Lu, Bo Gu, D. Mark Courtney, Bryan G. Kane, Michelle D. Lall, Michael Gottlieb, Yvette Calderon, Christopher Bennett

Department of Emergency Medicine Faculty Papers

IMPORTANCE: The emergency medicine (EM) workforce is undergoing complex change, including a potential projected physician surplus, the volatile and evolving interests of medical students, and the continued high rates of burnout. Understanding the career intentions of graduating residents is critical to inform workforce planning.

OBJECTIVE: To examine the career plans, anticipated career durations, and key factors associated with the career decisions of graduating US EM residents.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional survey study, which sampled graduating residents from all Accreditation Council for Graduate Medical Education-accredited categorical EM programs, was conducted after the 2023 American Board of Emergency Medicine In-Training …

Reported Safety Practices Of Publicly Advertised Psychedelic Retreats, Amy L Mcguire, Logan Neitzke-Spruill, Jill O Robinson, Caroline S Beit, Nikita Singh, David S Mathai, Lynnette A Averill

Center for Medical Ethics and Health Policy Staff Publications

Importance: The availability of psychedelic retreats has grown to meet the demand for access to these substances. Despite centuries of use among Indigenous communities, psychedelics can pose serious risks for some users.

Objective: To determine safety precautions that retreat organizations that offer psychedelic substances currently use.

Design, setting, and participants: This qualitative study included structured interviews conducted by phone or email with representatives from 49 organizations publicly advertising psychedelic retreat offerings from July to October 2023. Organizations were eligible if they marketed their services in English, offered at least 1 psychedelic substance, and made contact information available online. Organizations were …

Career Plans Among Graduating Us Emergency Medicine Residents, Dave W. Lu, Bo Gu, D. Mark Courtney, Bryan G. Kane, Michelle D. Lall, Michael Gottlieb, Yvette Calderon, Christopher Bennett

Department of Emergency Medicine Faculty Papers

IMPORTANCE: The emergency medicine (EM) workforce is undergoing complex change, including a potential projected physician surplus, the volatile and evolving interests of medical students, and the continued high rates of burnout. Understanding the career intentions of graduating residents is critical to inform workforce planning.

OBJECTIVE: To examine the career plans, anticipated career durations, and key factors associated with the career decisions of graduating US EM residents.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional survey study, which sampled graduating residents from all Accreditation Council for Graduate Medical Education-accredited categorical EM programs, was conducted after the 2023 American Board of Emergency Medicine In-Training …

Racial, Ethnic, And Socioeconomic Survival Disparities In Early-Onset Metastatic Colorectal Cancer, Jennifer S Wang, Benny Johnson, Caitlin C Murphy

Faculty, Staff and Student Publications

Importance: Rates of metastatic colorectal cancer (mCRC) are rising among young adults. Disparities by race and ethnicity and neighborhood-level socioeconomic status (SES) among this population are understudied.

Objective: To examine the association of race and ethnicity and neighborhood-level SES with mortality among a community-based sample of young adults with mCRC.

Design, setting, and participants: This cohort study used a large electronic health record-derived database of young adults with cancer treated at 280 community-based US clinics between 2013 and 2021. Eligible patients were young adults aged 18 to 49 years diagnosed with de novo or recurrent mCRC. Patients were followed up …

Prospective Audit And Feedback By Antibiotic Stewardship Teams To Reduce Antibiotic Overuse At Hospital Discharge: A Stepped-Wedge Cluster-Randomized Clinical Trial, Daniel J Livorsi, Michael Joshua Hendrix, Erin Rachmiel, Jahnavi Bongu, Alice Bewley, Kevin Hsueh, Et Al.

2020-Current year OA Pubs

IMPORTANCE: Antibiotics prescribed at hospital discharge are frequently unnecessary or suboptimal. Strategies to improve prescribing are not well defined.

OBJECTIVE: To evaluate whether a discharge-focused prospective audit and feedback process decreases antibiotic overuse at hospital discharge.

DESIGN, SETTING, AND PARTICIPANTS: This stepped-wedge cluster-randomized clinical trial was conducted across participating units at 10 hospitals with antibiotic stewardship (AS) teams and supporting staff from December 5, 2022, to November 17, 2023. After a 24-week baseline period, 1 hospital crossed into the intervention arm every 2 weeks.

INTERVENTION: The intervention consisted of disseminating institutional guidelines for oral antibiotic step-down to frontline prescribers and …

First-Generation Medical School Applicants: A Quantitative Study Designed To Identify Areas Of Educational Support, Bethsabe Romero, Amanda K. Burbage

EVMS School of Health Professions Faculty Publications

First-generation (First Gen) students are unique medical school applicants. Due to their lived experience, they approach patient care by prioritizing trust, comfort and understanding. They have proven ability to overcome obstacles and were found to be more resilient than their continuing generation (Cont Gen) peers. Despite these notable attributes, they face unique challenges in gaining medical school acceptance. There are very few quantitative studies examining this student subpopulation, and our study identifies characteristics of first-generation medical school applicants while highlighting areas of needed support. This cross-sectional study used deidentified Application and Matriculating Student Questionnaire survey data that was obtained from …

Examining Motivators And Barriers To Meditation Practice Among Individuals With Spinal Cord Injury: Insights From A Survey Study, Radha Korupolu, Chelsea G Ratcliff, Ariana Andampour, Susan Robinson-Whelen, Shrasti Lohiya, Audrey S Cohen, Christine Bakos-Block, Tiffany Champagne-Langabeer

Faculty, Staff and Student Publications

Context: Meditation and mindfulness practices offer promising non-pharmacological alternatives for individuals with spinal cord injury (SCI) to improve their health and well-being, but integrating such practices into daily routines can be challenging.

Objectives: This survey study aims to identify motivators and barriers to engagement with meditation and mindfulness interventions among individuals with SCI.

Methods: A cross-sectional survey was conducted among adults with SCI (N = 94) from a single large acute rehabilitation center in the United States.

Results: Results from the survey showed a strong interest in meditation among individuals with SCI, with nearly half reporting current engagement in meditation …

Lived Experiences Of Men Working In Both White-Collar And Blue-Collar Jobs: A Systematic Literature Review, Pius Omolewa, John Bressan, Nassrine Noureddine, Adekemi Adedipe

All Faculty Scholarship

The objective of this systematic review was to identify, appraise, and meta-synthesize qualitative evidence regarding the experiences and perceptions of men in both white-collar and blue-collar jobs. The systematic review of qualitative studies searches was conducted in MEDLINE, Scopus, EBSCohost, ProQuest, CINAHL, and PsycINFO of articles published between 2005 and 2025 to ensure information is current and relevant to modern practices and to analyze trends and the evolution of a research field over a significant period of 20 years. In total, 2,074 articles were identified, and after screening using the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines, …

African Domestic Poultry Genetic Resources, Diversity, And Unique Features, Tadelle Dessie, Christian K. Tiambo, Liveness J. Banda, Raman Akinyanju Lawal, Sheila C. Ommeh, Timothy Gondwe, Esatu Wondmeneh, Matthew A. Adeleke, Olivier Hanotte

Faculty Research 2026

This chapter provides a detailed account of African domestic poultry genetic resources, their diversity, and unique features. It aims to bring together information to provide a comprehensive picture of the topic. Section 7.1 introduces African poultry genetic resources, their importance, and previous interventions conducted to better utilize this important resource. Section 7.2 deals with the origin of poultry genetic resources and their dispersal into Africa. The introduction of domesticated chickens into Africa is not well documented. Although indigenous birds have several adaptive traits and associated genes that are important in the tropics, the real value of indigenous chicken breeds is …

Simulation Training In Radiation Oncology, Michael C. Schell, Andrew W. Beavis, Derek W. Brown, Michael Milano, Michael O'Neill, Yan Yu, Daniel C. Pavord, Peter Dunscombe

Department of Radiation Oncology Faculty Papers

Simulation training can be used in the design of new processes or, more commonly, to train and re-train healthcare personnel in standard processes. Simulation training is one avenue to making radiation oncology a high reliability health care intervention. In this paper, we explore the relevance of simulation training to the provision of high-quality and safe radiation oncology practice against the background of simulation training conducted in high reliability industries. The use of simulation training in healthcare, as well as specific examples in radiation oncology, is reviewed. An outline of the steps for developing a simulation training program is provided. Simulation …

Educational Efficacy Of Training Videos And Simulators For Teaching Basic Mouse Experimental Skills To Novice Veterinary Students., Atsushi Tsukamoto, Thum Su Zan, Makie Nitta, Hiromitsu Yoshida, Hirotaka Katahira, Yoshiharu Fujita, Satoshi Takagi, Shinichiro Nakamura

Faculty Research 2026

Alternative educational tools, such as training videos and simulators, are recommended in the education of laboratory animal science. However, evidence supporting their educational utility in the training of rodent experimental techniques remains limited. In this study, we assessed the utility of alternative educational tools in the practice of laboratory animal science for novice veterinary students. 149 students participated in a stepwise program beginning with lectures, followed by preparatory learning sessions using training videos and two types of mouse simulators (a silicone-based model and fabric toy mouse), and then hands-on training with live mice. The program covered basic techniques: habituation, restraint, …

Overcoming Egfr-Mediated Dendritic Cell Dysfunction To Enhance Anti-Tumor Immunity In Egfr-Mutant Nsclc By Precisely Targeting Cd73 With Ph-Responsive Nanocarriers., Xiaoling Shang, Xudong Geng, Zixu Wang, Shumin Yuan, Shanshan Ding, Ni Liu, Xinchun Ma, Xuan Sun, Huimin Wang, Ying Sun, Xun Qu, Guangwen Ren, Yong Qiang Li, Xiuwen Wang, Yanguo Liu

Faculty Research 2026

EGFR mutations remain a major challenge in immunotherapy for non-small cell lung cancer (NSCLC), with poor responses to immune checkpoint inhibitors driven by mechanisms associated with EGFR mutation-mediated tumor microenvironment (TME) modulation. This study reveals that EGFR mutations prominently impaired dendritic cell (DC) maturation, disrupting their capacity to effectively prime CD8+ T cells and thereby compromising anti-tumor immune responses. By application of clinical specimen analyses, multi-omics approaches, and in vivo mouse models, this work demonstrates that EGFR mutations elicited adenosine production through the ERK/c-Jun signaling axis in tumor cells, establishing an immunosuppressive TME that impeded maturation and antigen presentation of …

An Association Test For Ordinal Outcomes In Clustered Data With Informative Cluster Size, Hasika K. Wickrama Senevirathne, Sandipan Dutta

Mathematics & Statistics Faculty Publications

In cluster-correlated data, the number of observations in a cluster can be associated with the outcome from that cluster. This phenomenon is known as informative cluster size which can occur in cluster-randomized clinical trial data. Several studies have found that ignoring the issue of informative cluster size can produce biased results in the analysis of clustered data. Most of the existing methods for addressing informative cluster size are suited to continuous outcomes. However, ordinal outcomes and covariates are often encountered in clustered data obtained from large clinical studies. The existing methods for ordinal association testing in clustered data can produce …

Can Angiotensin Ii Affect The Inflammatory Response Of Human Dental Pulp Cells In Vitro?, Bella Luna Colombini-Ishikiriama, Thiago José Dionisio, Thais Francini Garbieri, Rafaela Alves Da Silva, Sandra Helena Penha Oliveira, Vanessa Soares Lara, Andrew S Greene, Carlos Ferreira Dos Santos

Faculty Research 2026

OBJECTIVE: This study aimed to evaluate the capacity of fibroblasts from permanent and deciduous dental pulp to express inflammatory mediators when exposed to bacterial and inflammatory antigens. It also sought to assess the presence of components of the renin-angiotensin system (RAS) and the potential modulatory role of ANG-II in this response.

METHODOLOGY: Fibroblasts were cultured from the pulp of permanent and deciduous teeth obtained from three adult and four pediatric donors with informed consent. Cells were stimulated with Porphyromonas gingivalis and Escherichia coli lipopolysaccharides (LPS) either alone or in combination with ANG-II and, in some cases, with IL-1β. Gene expression …

Ebola In The Drc: A Different Problem Compounded By Violence, David Brett-Major

Journal Articles: Epidemiology

A Public Health Emergency of International Concern (PHEIC) has been declared in the Democratic Republic of Congo (DRC) due to Ebola disease from Bundibugyo virus. Non-health-focused factors should be fundamental to how DRC and its partners respond to and recover from the current emergency. Filovirus emergencies are violent in every sense-the disease experience of patients and their caregivers, the tumult in impacted communities, sometimes the physical manifestations of frustration against healthcare services, the fits and starts of concerted response, and the milieu of conflict in which this emergency occurred. Yet, interpersonal and organized violence may contribute to frequency of health …

Evaluation Of Interventions For Cognitive Symptoms In Long Covid: A Randomized Clinical Trial, David S Knopman, Deborah Koltai, Daniel T Laskowitz, Jacqueline Becker, Leigh Charvet, Juan Wisnivesky, Alex Federman, Adam Silverstein, Yuliya Lokhnygina, Giuseppina Pilloni, Michelle Haddad, Henry Mahncke, Tom Van Vleet, Rong Huang, Wendy Cox, Diana Terry, Jeannie Karwowski, Netia Mccray, Jenny J Lin, Grace A Mccomsey, Upinder Singh, Linda N Geng, Helen Y Chu, Rebecca Reece, James Moy, Zoe Arvanitakis, Sairam Parthasarathy, Thomas F Patterson, Aditi Gupta, Luis Ostrosky-Zeichner, Jeffrey Parsonnet, Elaine T Kiriakopoulos, Tamara G Fong, Janet Mullington, Sarah Jolley, Nirav S Shah, Sarah Shizuko Morimoto, Joyce K Lee-Iannotti, William D S Killgore, Brigid Dwyer, William Stringer, Carmen Isache, Jennifer A Frontera, Jerry A Krishnan, Ashley O'Steen, Melissa James, Barrie L Harper, Kanecia O Zimmerman

Faculty, Staff and Student Publications

Importance: Treatment for cognitive dysfunction due to postacute sequelae of long COVID (ie, symptoms of fatigue, malaise, weakness, confusion that persist beyond 12 weeks after an initial COVID infection) remains a significant unmet need.

Objective: To test evidence-based rehabilitation strategies for improving cognitive symptoms in persons with long COVID.

Design, setting, and participants: This was a 5-arm, multicenter, randomized clinical trial of 3 remotely delivered interventions conducted between August 17, 2023, and June 10, 2024. The study took place at 22 trial sites and included the screening of individuals with cognitive long COVID.

Interventions: Participants were randomized to 1 of …

Picturing The Past: The Role Of Photo Cue Visual Perspective On Positive Autobiographical Memory Recall In Dysphoria, Sarah Snow, Zachary Adolph Niese, Julie L Ji

School of Psychology

Positive autobiographical memory plays a key role in emotional well-being and is distorted by cognitive processing biases in dysphoria. This experiment investigated how the visual perspectives (first-person vs. third-person) of personal photographs influence recall of positive memories depending on dysphoria. Eighty-five participants (42 low dysphoria, 43 high dysphoria) submitted photos of positive events from both perspectives. Later, participants recalled these events while viewing either a first- or third-person photo before rating and describing their memory. While first-person photos promoted more recall from an own-eyes vantage point regardless of dysphoria level, dysphoria was still associated with greater observer-like recall, reduced mental …

Exploring The Acceptability Of Integrating Dietitians Into Primary Care Dental Services For Children, Lauren Hallewell, Raul Bescos, Zoe Brookes, Tracey Parkin, Robert Witton, Patricia Casas-Agustench

School of Health Professions

BACKGROUND: Dental caries is a common childhood non-communicable disease strongly associated with high sugar intake. Beyond oral health, a poor diet can affect children's growth, development, and overall well-being. While dietary advice is central to preventive dental care, some primary care dental clinics have introduced body mass index (BMI) assessments and further dietary advice to address wider nutritional concerns in children. However, these efforts are often constrained by limited nutrition training, time constraints and concerns about sensitivity. Integrating dietitians into primary dental care may help overcome these barriers by enhancing dietary guidance, supporting broader nutritional needs and facilitating structured BMI …

Defining Consensus‐Based Components For Integrating Dietitians Into Primary Dental Care For Paediatric Populations: A Delphi Study, Lauren Hallewell, Raul Bescos, Zoe Brookes, Robert Witton, Patricia Casas‐Agustench

School of Health Professions

Background: Diet is a modifiable risk factor linking oral and systemic health, contributing to dental caries and weight-related outcomes (including underweight, overweight and obesity) in the paediatric population. However, dietary advice provided by dental professionals in primary dental care is often brief and sugar-focused, representing a missed opportunity to address shared risk factors. Integrating dietitians into primary dental care may support more holistic paediatric preventative care. Objective: To develop expert consensus on the components required to integrate dietitians into primary dental care to address diet as a common risk factor in paediatric oral health and weight-related outcomes. Methods: A three-round …

Microplastics, Nanoplastics And Liver Disease: An Emerging Health Concern?, Shilpa Chokshi, Ashwin Dhanda, Matthew E. Cramp, Richard Thompson

Peninsula Medical School

Human liver tissue has been found to contain microplastics and nanoplastics (MNPs), with evidence that hepatic MNP accumulation has markedly increased over the past 10 years, prompting critical questions regarding their potential causal role in liver disease. In cell-based and murine models, MNP exposure can trigger oxidative stress, fibrogenesis and inflammation, pathological features that resemble those of advanced liver disease, suggesting shared mechanistic pathways. Furthermore, the capacity for MNPs to act as vectors for microbial pathogens, antimicrobial resistance, endocrine-disrupting chemicals and carcinogenic additives might have important implications for liver pathology. This Perspective examines emerging evidence on the consequences of MNPs …

Test-Retest Apparent Diffusion Coefficient Reproducibility In Head And Neck Cancer Using A 15-T Mr-Linac, Brigid A Mcdonald, Dina El-Habashy, Renjie He, Sam Mulder, Sarah Mirbahaeddin, Abdallah S R Mohamed, Sara Ahmed, Yao Ding, Jihong Wang, Stephen Y Lai, Alex Dresner, John Christodouleas, Clifton D Fuller

Faculty, Staff and Student Publications

Purpose

To evaluate the reproducibility of apparent diffusion coefficient (ADC) measurements in head and neck squamous cell carcinoma (HNSCC) using a 1.5-T MR-linac (MRI-guided linear accelerator) system.

Materials and Methods

In this retrospective study, conducted between February 2021 and January 2024, patients with HNSCC lesions underwent echo-planar imaging diffusion-weighted MRI on a 1.5-T MR-linac system at two time points before the start of radiation therapy. Mean and median ADC values and volumes were measured for each lesion. Absolute and percent reproducibility coefficients (RCs) were calculated. Linear regression analyses and F tests were performed to determine whether the lesion volume or …

Explainable Convolutional Neural Network Model Provides An Alternative Genome-Wide Association Perspective On Mutations In Sars-Cov-2, Parisa C. Hatami, Richard Annan, Luis Miranda, Jane L. Gorman, Mengjun Xie, Letu Qingge, Hong Qin

Computer Science Faculty Publications

Identifying informative genomic features in SARS-CoV-2 can help clarify patterns of viral evolution. In this study, we developed an explainable convolutional neural network (CNN) model to classify SARS-CoV-2 genomic sequences into the WHO-designated Variants of Concern (VOCs), Alpha, Beta, Gamma, Delta, and Omicron. Using a balanced dataset of genomes, the classification CNN achieved 99.96% accuracy on the held-out test set. To interpret the model’s predictions, we applied SHapley Additive exPlanations (SHAP) to estimate the contribution of each nucleotide position to VOC-label prediction and compared aggregated attributions with a chi-square GWAS baseline applied to the same categorical labels. SHAP prioritized several …

Co-Curricular Science Experiences Support Undergraduate Students' Science Gpa, Degree Completion, Workforce Entry, And Motivation, Lisa Linnenbrink-Garcia, Tony Perez, Stacy J. Priniski, Sharlyn Ferguson-Johnson, John Keane, Alexandra Lee, Kristy A. Robinson, You-Kyung Lee, Goun Choi, Matthew J. Schell, Danielle N. Berry, Rochelle Schwatz-Bloom

STEMPS Faculty Publications

Science co-curricular experiences (SciXP)-such as research experiences and internships-are a common, yet understudied, strategy to enhance undergraduates' science career pursuit. Using a doubly robust method to account for initial differences in science motivation, academic readiness, and career intentions, we investigated whether SciXP participation across four years of college predicted undergraduates' (N = 1984) science achievement, career persistence, and motivation at the end of college and after graduation. Participation in science co-curricular experiences was positively associated with science GPA, earning a science degree, being in a more science-intensive career one to two years post-graduation, and viewing science as important and useful …

Acute Correction Of Acquired Genu Valgum Secondary To Post-Traumatic Growth Arrest At The Time Of Distal Femur Fracture., Josiah Wolf, Nicholas Pelz, Adam Mansour, Christopher Iobst, Allen Kadado

Surgery Articles

A 14-year-old male patient sustained a distal femur fracture after a ground-level fall. His history was notable for severe acquired genu valgum secondary to a childhood lawnmower accident, which had required multiple limb salvage procedures including a Syme amputation and soft-tissue skin grafting. Acute correction of the limb deformity was performed concurrently with fracture fixation using a retrograde intramedullary nail and poller blocking screws. Retrograde intramedullary nailing represents a viable treatment option for simultaneous acute correction of acquired genu valgum and stabilization of distal femur fractures.

Identification Of Neural Crest And Melanoma Cancer Cell Invasion And Migration Genes Using High-Throughput Screening And Deep Attention Networks., J C Kasemeier-Kulesa, S Martina Perez, R E Baker, Paul M. Kulesa

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Cell migration and invasion are well-coordinated in development and disease but remain poorly understood. We previously showed that the neural crest (NC) cell migratory wavefront shares a 45-gene panel with other cell invasion phenomena. To rapidly and systematically identify critical genes, we performed a high-throughput siRNA screen and statistical and deep learning analyses to determine changes in NC- versus non-NC-derived human cell line behaviors.

RESULTS: We find 14 out of 45 genes significantly reduced c8161 melanoma cell migration; four of the 14 genes altered leader cell motility (BMP4, ITGB1, KCNE3, and RASGRP1). Deep learning identified marked disruptions in cell-neighbor …

Greater Body Dissatisfaction At Admission Is Associated With Lower Bmi At Discharge In Anorexia Nervosa: Predictive Validity Of The Eating Pathology Symptoms Inventory., Danielle A N Chapa, Marianna L. Thomeczek, Brianne N. Richson, Alan Duffy, Kara A. Christensen Pacella, Kelsie T. Forbush, Renee D. Rienecke, Dan V. Blalock, Sara R. Gould, Victoria L. Perko, Philip S. Mehler

Manuscripts, Articles, Book Chapters and Other Papers

People with anorexia nervosa (AN) engage in dietary restriction and other weight loss behaviors that result in dangerously low body weight, leading to an increased risk for mortality and medical complications. Weight gain is one of the most important indicators of treatment progress and recovery for AN. There are limited predictors of weight gain for patients with AN, making it difficult for clinicians to anticipate which patients are likely to respond favorably to treatment. Thus, there is a need to identify additional, potentially modifiable predictors of weight gain within a higher level of care for AN. This study tested the …

A Comparison Of Poly(Methyl Methacrylate) And Silorane-Based Cements As Carriers For Local Doxorubicin Delivery., Grahmm A. Funk, Elizabeth M. Menuey, Zachary D. Denton, Dalan M. Pittz, Alejandro Parrales, Tomoo Iwakuma, Kathleen V. Kilway, Terence E. Mciff

Manuscripts, Articles, Book Chapters and Other Papers

Orthopedic osteosarcomas and metastatic lesions can be difficult to treat with systemically delivered chemotherapy agents alone. Following removal of the primary tumor, implantation of cement to fill the lesion is often done to stabilize weight-bearing bones. One of the commonly used treatments to address osteosarcoma is systemic delivery of doxorubicin. Therefore, research on the incorporation and release of efficacious doxorubicin for local delivery from cement is important. Poly(methyl methacrylate) (PMMA)-based bone cements are the gold standard in orthopedics but have inherent disadvantages. Efforts to overcome some of these deficiencies led to the development of a novel silorane-based biomaterial (SBB). This …

An Ensemble Classifier For Ordinal Outcomes In High-Dimensional Genomics Data, Heranga K. Rathnasekara, Sinjini Sikdar

Mathematics & Statistics Faculty Publications

Analysis of genomics data for predicting disease outcomes is a fast-growing field in medical research. There often exist categorical, specifically, ordinal outcomes that need to be predicted based on genomic profiles. This has led to recent development of some high-dimensional ordinal classification methods that can address the large dimensionality of the genomic covariate set. These high-dimensional ordinal models tend to vary widely in their performance depending on the data they are applied to and the evaluation criteria used. In this article, we outline an ensemble ordinal classifier that integrates different ordinal modeling approaches through bootstrap-based model evaluation, multi-metric performance assessment, …