Digital Commons Network^™

Multi-Level Variable Selection Using A Bart-Enhanced Mixed-Effects Framework, Keming Zhang, Yaoyao Li, Jungang Zou, Sijian Wang, Bernadette A. Fausto, Liangyuan Hu

College of Health Professions Faculty Papers

Selecting important individual- and cluster-level predictors has become increasingly critical in healthcare research, where data often exhibit hierarchical structures due to collection from multiple clusters. Mixed-effects models, which account for within-cluster correlation and between-cluster heterogeneity, are a natural approach for multilevel variable selection. However, currently available variable selection methods for multilevel data are predominantly based on mixed-effects models that impose restrictive parametric assumptions, potentially limiting their utility when the underlying relationships are nonlinear or involve interactions. While nonparametric methods have shown promise for variable selection in non-clustered data, they have been much less studied in the multilevel setting. Moreover, nonparametric …

Imbalance In Wnt: Retinoic Acid Signaling Dysregulates Hox Gene Expression: Implications For Cancer Stem Cell Heterogeneity And Crc Patient Survival, Brian Osmond, Chi Zhang, Pascal K. Kataboh, Caroline O. B. Facey, Lynn M. Opdenaker, Bruce M. Boman

Department of Pharmacology and Experimental Therapeutics Faculty Papers

How HOX transcription factors play a role in the stem cell (SC) origin of cancer is unclear. Our goal is to determine how dysregulation of HOX gene expression promotes colorectal cancer (CRC) development through aberrant SC regulatory mechanisms. We investigated retinoic acid (RA) and WNT signaling because they regulate HOX expression and both pathways are dysregulated in cancer. Previously, we reported WNT and RA pathways are functionally linked, and in CRC, APC mutation generates a WNT:RA imbalance leading to incomplete differentiation and SC overpopulation. We hypothesize that aberrant WNT- and RA-signaling dysregulates HOX expression that contributes to the SC origin …

Measuring Treatment Burden With The Treatment Burden Questionnaire (Tbq): A Narrative Literature Review And Implications For Geriatric Research And Clinical Practice, Jennifer Li-Wang, Sophia Hernandez, Sahana Ramasamy, Lawrence Qu, Jack Banks, Rafael Samper-Ternent, Holly Holmes, Aanand Naik, Dana Giza

Faculty, Staff and Student Publications

Background: Treatment burden refers to the demands that healthcare places on a patient's daily life, including managing appointments, medications, and lifestyle adjustments. It is a critical concern for older adults, particularly those with multiple chronic conditions. High treatment burden has been associated with poorer treatment adherence, increased disruptions in care, and diminished quality of care. The Treatment Burden Questionnaire (TBQ) is a validated tool that has been successfully used to measure treatment burden in a variety of geographic, clinical, and research settings.

Methods: We conducted a narrative literature review to identify studies that have applied the TBQ in older adult …

Investigating Racial Differences In The Receipt Of Antenatal Interventions Prior To Periviable Delivery, Niurka Monteserin, Whitney Bender

Department of Orthopaedic Surgery Faculty Papers

BACKGROUND: The Society for Maternal Fetal Medicine (SMFM) provides guidance on the use of antenatal corticosteroids, antibiotics, and cesarean delivery in the periviable period. Although racial differences exist in postnatal active management of periviable neonates have been described, less is known about racial differences in antenatal interventions preceding delivery.

OBJECTIVE: To evaluate differences in the receipt of antenatal interventions before periviable delivery by birthing parent race.

METHODS:  We conducted a population-based cohort study using the National Center for Health Statistics database including periviable deliveries (20w0d-25w6d) from 2016-2021. Individuals delivering a non-anomalous live singleton gestation in a hospital were included. Births …

Use Of Tyrx Antibacterial Envelope In Inflatable Penile Prosthesis Surgery: A Prospective Pilot Study., Jack T. Rifkin, Julia A. Baran, Brian H. Im, Tej J. Desai, Jordan Dehoratius, Oleksandr Kolesnikov, Paul Chung

Department of Neurology Faculty Papers

BACKGROUND: Infection remains a major concern in inflatable penile prosthesis (IPP) surgery. Medtronic's TYRX Absorbable Antibacterial Envelope is a polypropylene mesh pocket delivering minocycline and rifampin for 7 days and fully absorbing in 9 weeks. It is currently FDA-approved for use with cardiac pacemakers and neuromodulation devices. There is no indication for use in IPP surgeries, particularly for enveloping the scrotal pump during implantation.

AIM: This pilot study evaluates the feasibility, safety, and early patient-reported outcomes with the use of the absorbable antibacterial envelope during IPP surgery.

METHODS: Fifteen men who underwent primary or revision IPP placement by a single …

Urobiome Composition Varies With Vesicoureteral Reflux Grade And History Of Febrile Urinary Tract Infection, Theresa C. Barrett, Kelvin Li, Adam Fitch, Asha Patel, Bhanu Sharma, Jacqueline Holden, Kermina Abdelsayed, Nina N. Kowalewski, Sridhar Narla, Daniel Bushnell, Barbara A. Methé, Catherine S. Forster

Department of Medicine Faculty Papers

Vesicoureteral reflux (VUR) is a risk factor for urinary tract infection (UTI). However, data describing the urobiome in children with VUR are limited. Here, we characterized the urobiome in children with and without VUR to better understand its potential role in VUR pathogenesis. Catheterized urine samples were obtained from children who presented for voiding cystourethrogram (VCUG) between 12/1/2020 and 10/3/2023. Children were excluded if they had any surgical procedures of the genitourinary tract in the 30 days prior to VCUG or were on treatment antibiotics at the time of VCUG. 16S rRNA gene sequencing and taxonomical classification identified the urobiome. …

Pediatric Home-Based Hospice And Palliative Care: A Scoping Review, Ellen Davis, Daniel H Grossoehme, Toluwalase Ajayi, Justin N Baker, Pamela S Hinds, Lisa Humphrey, Jill Ann Jarrell, Rachel Thienprayoon, Sarah Friebert

Faculty, Staff and Students Publications

Pediatric palliative and/or hospice care is provided across a broad spectrum of settings, ranging from inpatient to outpatient to a child's home. Pediatric home-based hospice and/or palliative care teams offer a specialized, interdisciplinary approach to care, allowing children to stay in the home while offering comprehensive support. This scoping review seeks to summarize what is known about pediatric home-based hospice and/or palliative care and to identify gaps in the current research. Following Arskey and O'Malley's scoping review framework, we searched four databases for studies focused on pediatric home-based hospice and/or palliative care programs. Studies were included if they were published …

Pneumomlpred: Innovating Pneumonia Management With Guideline Adherence Review And Explainable Machine Learning-Based Mortality Prediction - A Single-Centre Retrospective Study, Kamel A. Samara, Hiba Jawdat Barqawi, Saryia Adra, Batool Aldaher, Drishti D. Kampani, Enad Haddad, Hebah Soudan, Islam Ibrahim Anwar, Mohamad Besher Adi, Omar Hamadi, Yumna Almour, Mohamed Nassef, Zaher Al Aghbari, Eman Abu-Gharbieh

Abington Jefferson Health Papers

Introduction: Community-acquired pneumonia (CAP) is one of the leading causes of death globally. Changing antibiotic resistance profiles, paucity of reliable CAP mortality prediction models, and ageing populations will increase its burden. This study aims to evaluate adherence to CAP management guidelines as well as develop an ML-based mortality prediction model.

Methods: This retrospective, chart review included all CAP cases between 2016 and 2021. Variables collected included patients' demographics, comorbidities, vitals, laboratory, imaging, and culture findings, as well as initial and targeted antibiotic regimens. Data was pre-processed and analysed in python-3. Adherence to the American thoracic society/infectious diseases society of America …

Subclinical Neuropsychiatric Trait Variation In Parents Of Children With Autism Spectrum Disorder: A Cohort Study, Lindsay J Mullin, Carolyn Lasch, Natasha Marrus, Et Al.

2020-Current year OA Pubs

BACKGROUND: Many neuropsychiatric conditions share overlapping features underpinned by shared genetics. In this study, we examined the co-aggregation of sub-threshold variation in neuropsychiatric phenotypes in biological parents of autistic children to provide insights into the intergenerational transmission of genetic liability for autism.

METHODS: Autistic, neuropsychiatric (i.e., anxiety, depression, ADHD), and cognitive traits were characterized in biological parents of children enrolled in a longitudinal developmental study: 189 families of autistic children and 100 families with no autistic children were included. Families were further characterized as having only one (simplex) or more than one (multiplex) autistic child. Maternal and paternal traits were …

P300/Cbp Inhibition With Inobrodib In Combination With Gilteritinib And Venetoclax Targets Leukemia Stem Cells In Epigenetic Mutant Aml, Melanie L. Goetz, Jennifer S. Romer-Seibert, Amanda M. Versace, Scott Kogan, Chetan Jeurkar, Robert L. Bowman, Nigel Brooks, Kris Frese, Sara E. Meyer

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

Acute myeloid leukemia (AML) is a fatal blood cancer with cytotoxic chemotherapy offering at best 25% 5-year survival. While targeted BCL2 and FLT3 inhibitors venetoclax and gilteritinib are used upfront in the treatment of a subset of adult patients with AML and help to extend the survival of some patients, a curative treatment combination with minimal side effects has yet to be discovered. We find that use of the dual histone acetyltransferase p300/CBP bromodomain inhibitor CCS1477 (inobrodib), together with venetoclax and gilteritinib, virtually eliminates leukemia stem cells in an aggressive preclinical model of DNMT3A/FLT3-mutant AML by impairing pro-oncogenic survival and …

Longitudinal Changes In Cognition And Brain Imaging In Persons With Human Immunodeficiency Virus, James Kennedy, Sarah A Cooley, June Roman Fox, Kalen J Petersen, Elizabeth Westerhaus, Pat Reid, Linet Lopez, Beau M Ances

2020-Current year OA Pubs

BACKGROUND: As persons with human immunodeficiency virus (PWH) live longer, interactions between human immunodeficiency virus (HIV), aging, and structural brain integrity become increasingly vital for understanding cognitive disorders. This study analyzed the effects of aging, HIV serostatus, and viral load on cognition and brain volumes in a large cohort of persons without HIV (PWOH), PWH with undetectable virus (PWHU) (HIV RNA ≤50 copies/mL), and PWH with detectable virus (PHWD) (HIV RNA >50 copies/mL). Cross-sectional and longitudinal data were included.

METHODS: Cognitive composites (NPZ4) and brain volumes were obtained from 259 PWOH, 264 PWHU, and 84 PWHD with a total of …

Quantification Of Sarm1 Nadase Activity In Human Peripheral Blood Mononuclear Cells, Lila F Dabill, Ivana R Shen, Jennifer M Brazill, Alicia Neiner, Yo Sasaki, Erica L Scheller

2020-Current year OA Pubs

SARM1 (sterile α and TIR motif-containing protein-1) is an NADase enzyme that serves as the central executioner of Wallerian axon degeneration. Given this, SARM1 is of high interest as a candidate therapeutic target, and SARM1 inhibitors are currently in clinical trials for treatment of neurodegeneration. Beyond neuroscience, emerging studies reveal that SARM1 may also drive aspects of bone fragility, liver pathology, adipose expansion, and insulin resistance in metabolic disease. However, we lack methods to quantify SARM1 activation in humans to better define patients at high risk of SARM1-mediated tissue damage. Unlike neurons, peripheral blood mononuclear cells (PBMCs) represent an easily …

Stimulant Medications And Bone Health, Christine M Swanson, Julie H Wolfe, Chadi A Calarge

Faculty, Staff and Students Publications

Purpose of review: This review summarizes the potential impact of stimulant medications on bone health, to raise awareness and optimize their safe use.

Recent findings: Stimulant medications can impair bone health through inadequate nutrient/calorie intake and stimulation of the sympathetic nervous system, which regulates bone metabolism. However, their use decreases fracture risk in younger populations ([Formula: see text]25 years old) with attention deficit/hyperactivity disorder (ADHD), likely through reductions in impulsivity and injury. Special care may be needed when fractures occur while using these medications, as recent data suggest psychostimulants are associated with impaired fracture healing. Prescription and non-prescription use of …

Vaccination-Related Applications And Health Care Professionals' Observed Changes In Human Papillomavirus Vaccine Hesitancy: Cross-Sectional Survey, Manali Desai, Shreela Sharma, Joel Fokom-Domgue, Robert Yu, Wenyaw Chan, Onyema G Chido-Amajuoyi, Charles Darkoh, Sanjay Shete

Faculty, Staff and Student Publications

Background: Digital tools are known to promote public health interventions such as vaccine delivery. The recommendation that health care professionals (HCPs) use vaccination-related mobile apps or web-based applications has contributed to improving vaccine awareness and acceptance in the United States. The state of Texas, which has one of the lowest human papillomavirus (HPV) vaccination rates, has seen a significant increase in HPV vaccine hesitancy, particularly during the COVID-19 pandemic.

Objective: This study aimed to examine the association between changes in HPV vaccine hesitancy observed by HCPs among patients in Texas and promotion of vaccination-related applications at the health care facilities …

Hierarchical Small Molecule Inhibition Of Myst Acetyltransferases, Xuemin Chen, Alexandra Castroverde, Minervo Perez, Ronald Holewinski, Kiall F Suazo, Rashmi Karki, Thorkell Andresson, Benjamin A Garcia, Jordan L Meier

2020-Current year OA Pubs

MYST lysine acetyltransferases (KATs) are a class of epigenetic enzymes critical for cellular function that constitute an emerging therapeutic target in cancer. Recently, several drug-like MYST inhibitors have been reported that show promise in preclinical models as well as in clinical trials of breast cancer. Understanding the specificity of these molecules is critical for their effective use as chemical probes. Here we apply an integrated profiling strategy to systematically define the potency and selectivity of drug-like MYST KAT inhibitors. First, we use optimized chemoproteomic profiling and histone acetylation biormarkers to study the industry-developed KAT inhibitor PF-9363. This reveals dose-dependent engagement …

Leveraging Multimodal Large Language Models For Fall Risk Reduction In Older Adults In The Home: Proposed Model Design, Justin Do, Vivaswat Suresh, Lily Zhang, Bharvi M. Chavre, Jeremy Cha, Robert S. Pugliese

SKMC Student Presentations and Publications

This research letter proposes a novel model design leveraging natively multimodal large language models to identify fall risks and generate visualizations of recommended home environmental modifications, aiming to improve the accessibility and impact of personalized fall prevention advice for older adults. Through a pilot rating study, this work demonstrates that multimodal large language models can generate safe and actionable advice to reduce fall risk in lived spaces of older adults, and also generate realistic edits based on original images. While this concept needs further testing and clinical comparison, it highlights a promising avenue for further innovation of fall prevention tactics.

A Survey Of Health Professions Learners’ Attitudes Towards Social Media In Medical Education: A Substance Use Disorders Education Case Study, Gregory A. Jaffe, Sarah Lawson, William Leach, Mallika Kodavatiganti, Erin Avanzato, Katherine Fesperman, Heather Klusaritz

Department of Family & Community Medicine Faculty Papers

BACKGROUND: Social media is a ubiquitous part of the modern world and plays a key role in the dissemination of information. While utilizing social media for educational purposes has been repeatedly demonstrated as feasible, it has been underutilized in medical education and remains a critical opportunity to integrate microlearning and stigma reduction curricula.

METHODS: A cross-sectional survey on social media usage, attitudes, and beliefs was sent to medical and nursing students at two large academic institutions within Philadelphia. Descriptive statistics are reported, and non-parametric tests were utilized for exploratory analyses.

RESULTS: Health learners were low consumers of social media, reporting …

Abl Kinases Regulate Fgf Signaling Independent Of Crk Phosphorylation To Prevent Peters Anomaly Type Ii, Hao Wu, Yingyu Mao, Qian Wang, Honglian Yu, Michael Bouaziz, Neoklis Makrides, Enpeng Wang, Zhipeng Ding, Anthony J Koleske, Glenn L Radice, Jerry Hsu, Xin Zhang

2020-Current year OA Pubs

Peters anomaly is an anterior segment dysgenesis and a leading cause of congenital corneal opacity. Here, we show that loss of ABL kinases restores lens induction in the absence of FGF signaling but induces Peters anomaly type II independently of ERK signaling, a phenotype also observed with elevated FGF-Ras activity. This defect is rescued by allelic deletion of the ABL substrates CRK and CRKL. Contrary to prevailing models, ABL kinases do not act through direct phosphorylation of CRK proteins; instead, they phosphorylate PTPN12, suppressing p130CAS phosphorylation and CRK recruitment required for RHO GTPase activation. ABL kinase deficiency reduces actomyosin contractility …

Incorporating The Use Of Puppets And Puppetry-Based Approaches In Nutrition: A Scoping Review Of Interventions, Basil H. Aboul-Enein, Nada Benajiba, Majd Jan, Sarah Ali Alasmari, Patricia J. Kelly, Stephen F. Gambescia, Elizabeth Dodge

College of Nursing Faculty Papers & Presentations

Puppetry-based activities could serve as a low cost and manageable intervention in improving health-related outcomes. This review aims to identify the research to date and gaps in practice of the role and application of puppetry interventions in nutrition education. A scoping review was conducted using the PICOS framework and PRISMA-ScR guidelines, identifying studies across eight databases between January, 1980 and July, 2025.Twenty-five studies were identified, with the majority (n = 19) aimed at pre-school and school-aged children. Fifteen studies used quasi-experimental, pre-post designs. The use of hand and finger puppets was common, as well as videos and puppet theatre. …

Type-1 Ryanodine Receptor Plays An Important Role In Cardiac Hypertrophy And Heart Failure By Increasing Type-2 Ryanodine Receptor-Mediated Calcium Release, Yong-Xiao Wang, Ed Wilson Santos, Sarahann Mistretta, Yuexing Yuan, Harold A. Singer, Shey-Shing Sheu, Yun-Min Zheng

Center for Translational Medicine Faculty Papers

Type-1 ryanodine receptor (RyR1) is essential for skeletal muscle contraction. This Ca²⁺ release channel is expressed in cardiac myocytes; however, its function remains elusive. Cardiac-specific RyR1 overexpression (OE) mice were generated under the cardiac-specific Myh6 promoter. Cardiac hypertrophy (CH), cardiac functions, and mechanistic changes in RyR1 OE and control (wildtype, WT) mice were assessed using hematoxylin and eosin staining, echocardiography, electrocardiogram, quantitative RT-PCR, Western blotting, [³H]-ryanodine binding assay, confocal microscope, ROS dye Amplex Red and 2′,7′-dichlorofluorescein diacetate. RyR1 OE mice had increased whole heart, left ventricular weight, and left ventricular wall thickness, but decreased cardiac output and …

Postapproval Study For Brain-Responsive Neurostimulation For Drug-Resistant Focal Epilepsy: Three-Year Efficacy And Interim Safety Results, Dawn Eliashiv, Vikram R. Rao, Barbara C. Jobst, Jerzy P. Szaflarski, John D. Rolston, Lesley C. Kaye, Taneeta Mindy Ganguly, Katie Bullinger, Patricia C. Dugan, David E. Burdette, Angela Y. Peters, Atif Sheikh, Kevin F. Haas, Dileep R. Nair, Lilit Mnatsakanyan, Imran H. Quraishi, Meriem K. Bensalem-Owen, Michael J. Doherty, Babak Razavi, Tiffany L. Fisher, Christopher T. Skidmore, Pradeep N. Modur, Tawnya M. Constantino, Vicenta Salanova, Andrew J. Cole, Olga Taraschenko, Angelica Rivera-Cruz, James W. Wheless, Nitin Tandon, Antoaneta Balabanov, Sami Aboumatar, Itzhak Fried, Cornelia Drees, Hae Won Shin, Zeenat Jaisani, Stephanie E. Maciver, Sanjay E. Patra, Edward F. Chang, Jon T. Willie, Ryder Gwinn, Travis Stoub, John M. Stern, Tami Crabtree, Cairn G. Seale, Sharon C. Mcfadden, Jacob F. Norman, Lise Johnson, Martha J. Morrell

Department of Neurology Faculty Papers

BACKGROUND AND OBJECTIVES: Neuromodulation therapies are approved for the treatment of focal epilepsy based on data from randomized controlled trials (RCTs). After approval of a responsive direct brain stimulation device (The RNS System for focal epilepsy), the Food and Drug Administration required a prospective study to evaluate whether real-world safety and effectiveness differed from outcomes in the RCT.

METHODS: This open-labeled study enrolled adult participants who met the RNS System-approved indication for use. The primary effectiveness end point was median percent change in seizure frequency at 3 years of treatment. Interim safety is presented; the primary safety endpoint analysis will …

Postapproval Study For Brain-Responsive Neurostimulation For Drug-Resistant Focal Epilepsy: Three-Year Efficacy And Interim Safety Results, Dawn Eliashiv, Vikram R Rao, Barbara C Jobst, Jerzy P Szaflarski, John D Rolston, Lesley C Kaye, Taneeta Mindy Ganguly, Katie Bullinger, Patricia C Dugan, David E Burdette, Angela Y Peters, Atif Sheikh, Kevin F Haas, Dileep R Nair, Lilit Mnatsakanyan, Imran H Quraishi, Meriem K Bensalem-Owen, Rns System Pas Study, Michael J Doherty, Babak Razavi, Tiffany L Fisher, Christopher Skidmore, Pradeep N Modur, Tawnya M Constantino, Vicenta Salanova, Andrew J Cole, Olga Taraschenko, Angelica Rivera-Cruz, James W Wheless, Nitin Tandon, Antoaneta Balabanov, Sami Aboumatar, Itzhak Fried, Cornelia Drees, Hae Won Shin, Zeenat Jaisani, Stephanie E Maciver, Sanjay E Patra, Edward F Chang, Jon T Willie, Ryder Gwinn, Travis Stoub, John M Stern, Tami Crabtree, Cairn G Seale, Sharon C Mcfadden, Jacob F Norman, Lise Johnson, Martha J Morrell

Faculty, Staff and Student Publications

Background and objectives: Neuromodulation therapies are approved for the treatment of focal epilepsy based on data from randomized controlled trials (RCTs). After approval of a responsive direct brain stimulation device (The RNS System for focal epilepsy), the Food and Drug Administration required a prospective study to evaluate whether real-world safety and effectiveness differed from outcomes in the RCT.

Methods: This open-labeled study enrolled adult participants who met the RNS System-approved indication for use. The primary effectiveness end point was median percent change in seizure frequency at 3 years of treatment. Interim safety is presented; the primary safety endpoint analysis will …

Optimal Timing Of Ventriculoperitoneal Shunt Insertion Relative To Cranioplasty Post-Decompressive Craniectomy: A Frequentist Network Meta-Analysis, Shaan Patel, Shiva A. Nischal, Kush M. Kale, Pious D. Patel, James S. Harrop, Jack Jallo, Srinivas K. Prasad

Department of Neurosurgery Faculty Papers

OBJECTIVE: Optimal timing of ventriculoperitoneal shunting (VPS) relative to cranioplasty (CP) after decompressive craniectomy remains controversial. VPS may be performed before, during, or after CP, but no consensus exists on which sequence minimizes complications. We performed a systematic review and network meta-analysis to compare the safety profiles of pre-, simultaneous, and post-CP shunting.

METHODS: We searched PubMed/MEDLINE, Embase, and CENTRAL from inception to October 2025. Eligible studies directly compared at least two timing strategies in patients undergoing both CP and VPS. Primary outcomes included overall complications, reoperation, infection, and intradural bleeding. Secondary outcomes included shunt-related and other procedure-specific adverse events. …

Multi-Grader Validation Of The Telemedicine Retinopathy Of Prematurity Severity Score, Harrison W. Pratt, Sarthak V. Shah, Cindy S. Zhao, Arthur R. Brant, Caroline R. Baumal, Cagri G. Besirli, Audina M. Berrocal, Kimberley A. Drenser, Anna L. Ells, Clio Armitage Harper, G. Baker Hubbard, Eric D. Nudleman, Polly Quiram, Irena Tsui, Edward Wood, Yoshihiro Yonekawa, Tatiana Rosenblatt, Jochen Kumm, Darius M. Moshfeghi

Wills Eye Hospital Papers

We aimed to statefully validate Retinopathy of Prematurity (ROP) grading by evaluating intergrader variability over age-matched simulated exams. In a prospective retinal photographic grading cohort study, both eyes of twenty patients with five images per eye per visit were graded by twelve expert graders across six weekly visits. For each eye visit, ROP experts graded the Zone, Stage, and Plus, from which the Telemedicine ROP Severity Score (tROP-SS) was calculated. Graders retained knowledge of prior assessments for a given eye and followed International Classification of ROP rules. Intergrader coefficient of variation (CoV) for Zone, Stage, Plus, and tROP-SS remained below …

Smart Pediatric Oncology Tracker Of Symptoms (Spots), A Web-Based Interface For The Pediatric Pro-Ctcae: Development And Usability Study, Stacey Crane, Deevakar Rogith, Melody Hellsten, Andrew D Miller, Jacqueline Castillo, Brandy Boeger, Susan Vidaurre, Stefanie Pieper, Cecile Nguyen, Duc Anh Thanh Huynh, Jessica Wooden, Amy Franklin, Karen Moody, Wenyaw Chan, Pamela S Hinds, Constance Johnson

Faculty, Staff and Student Publications

Background: Children undergoing cancer treatment experience a range of treatment-related toxicities that significantly affect quality of life and adherence to therapy. Current methods for symptom reporting rely heavily on clinician interpretation of caregiver or child verbal reports, which can result in incomplete or inaccurate records. The Pediatric Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (Pediatric PRO-CTCAE; National Cancer Institute) provides a validated mechanism for direct symptom reporting by children and caregivers, yet its traditional administration and preselection of questions limit the breadth of symptom capture.

Objective: This research aimed to co-design and conduct formative usability testing …

Mosunetuzumab Monotherapy Is Active And Tolerable In Patients With Relapsed/Refractory Richter Transformation, Katharine L Lewis, Nancy L Bartlett, Et Al.

2020-Current year OA Pubs

Richter transformation (RT) to diffuse large B-cell lymphoma is an aggressive lymphoma that arises from underlying chronic lymphocytic leukemia or small lymphocytic lymphoma. RT is often chemorefractory, resulting in poor clinical outcomes with standard chemoimmunotherapy. Mosunetuzumab, a bispecific CD20/CD3 T-cell-engaging antibody, was investigated in a cohort of 20 patients with relapsed/refractory RT. Cytokine release syndrome occurred in 65% of patients, almost exclusively grade 1 (20%) or grade 2 (40%), and occurring during the first treatment cycle. Other adverse events included infections, neutropenia, thrombocytopenia, tumor flare, and low-grade neurotoxicity, with no adverse events leading to treatment discontinuation. Mosunetuzumab resulted in an …

Making Process Evaluations More Explanatory - Key Opportunities To Advance Implementation Research, Michel Wensing, Elvin H Geng

2020-Current year OA Pubs

Process evaluation of implementation strategies is increasingly common, but a review by Bracci et al. showed that room for improvement exists. In this contribution, we complement their recommendations by ideas on the design of process evaluations. Process evaluations are meant to provide explanations for why implementation strategies were effective, or not effective. Therefore, they are best guided by theory or frameworks, but the frequent focus on intervention acceptability reflects a lack of imagination on moderators and mediators that influence outcomes. Intervention fidelity is relevant in all process evaluations. Meaningful synthesis of process evaluation studies requires a homogeneous outcome, such as …

Simultaneous Multielectrode Recordings Along The Human Scala Tympani: Evidence For Level-Dependent Place Coding, Amit Walia, Matthew A Shew, Shannon M Lefler, Amanda J Ortmann, Patrick Ioerger, Jordan Varghese, Jacques A Herzog, Craig A Buchman

2020-Current year OA Pubs

The cochlea systematically encodes sound frequency and intensity via a precisely organized tonotopic map, in which traveling waves peak at specific cochlear locations. A fundamental but incompletely understood aspect of auditory coding involves how stimulus intensity shapes this tonotopic organization. In animal models, increasing intensity shifts the cochlear traveling wave peak basally; however, physiological evidence for such intensity-dependent shifts in human cochlear processing is limited. Here, we performed simultaneous multielectrode electrocochleography recordings along the human scala tympani to characterize how cochlear place coding varies as a function of stimulus intensity. In subjects with preserved cochlear mechanics, including individuals with auditory …

Natural History Of Ngly1 Deficiency: Motor Function & Clinical Features, Grace Morrison, Selina Dwight, Hal Landy, William F Mueller, Pam Ventola, Regina Deck, Becky Schweighardt, Matt Wilsey, Kevin J Lee, Bernhard Suter

Faculty, Staff and Students Publications

N-glycanase 1 (NGLY1) Deficiency is an ultra-rare neurodevelopmental disorder caused by biallelic loss-of-function mutations in the NGLY1 gene, leading to severe impairments in neurocognitive and motor function abilities in the affected patient population. Its core clinical features include global developmental delay, hyperkinetic movement disorders, elevation of liver transaminases, (hypo)alacrima, and progressive sensorimotor neuropathy. Due to the range of phenotypes and severity within the confirmed patient population, ongoing characterization of the disease is critical. A prospective natural history study (NHS) was conducted to further elucidate disease phenotypes and examine any changes in neurocognitive or motor function over a one-year period. Fifteen …

Is2c2: A Cointelligent Platform For Mechanistic Discovery Of Disease Cellular Crosstalk, Jianting Sheng, Ju Young Ahn, Li Yang, Zhihao Wan, Shaohua Qi, Xiaohui Yu, Zhan Xu, Yuliang Cao, Matthew Vasquez, Amna Irfan, Yuanyuan Zhu, Hong Zhao, Zheng Yin, Ying Zhu, Yunfeng Ding, Alireza Faridar, Lin Wang, Fengshuo Liu, Hongxia Wang, Zhigang Ji, Dongxue Mao, Michael Chan, Daniel Kermany, Wenjuan Dong, Doo Yeon Kim, Xiang H-F Zhang, Stephen T C Wong

Faculty, Staff and Students Publications

Large language models (LLMs) have demonstrated impressive capabilities in summarization, reasoning, and content generation, yet their inability to directly interpret large-scale omics data has limited their utility in data-driven hypothesis generation-particularly in mechanism discovery that demands the integration and interpretation of multimodal datasets, heterogeneous models, and deep domain expertise. Conversely, traditional computational algorithms excel at quantitative analysis of omics data but often rely heavily on labor-intensive, expert-driven interpretation to extract biologically meaningful insights. Here, we introduce (cointelligent single-cell spatial cell‒cell communication: iS2C2), a novel cointelligent platform that synergizes mathematically rigorous computational algorithms with the contextual reasoning capabilities of LLMs to …