Digital Commons Network^™

Development Of Retrieval-Augmented Generation-Based Large Language Model For Drug-Induced Liver Injury Using Livertox Data, Gagan Sood, Terrence E White, Fasiha Kanwal, Hashem B El-Serag

Faculty, Staff and Students Publications

Background: Idiosyncratic DILI is a complex clinical challenge requiring timely and accurate decision support. LiverTox, curated by the National Institute of Health (NIH), offers a comprehensive DILI evidence base, but its encyclopedia-like format hinders point-of-care use. Health care providers increasingly use general large language models (LLMs) for clinical care, raising safety concerns due to LLM hallucinations or misinformation. We hypothesize that retrieval-augmented generation (RAG) integration-grounding LLM responses in LiverTox content-would enable accurate DILI decision support.

Methods: We processed 1343 LiverTox drug monographs into 8759 indexed segments using BioBERT embeddings. We developed a RAG pipeline that employs drug-specific prioritization, section-aware weighting, …

Pharmacodynamics, Efficacy, And Safety Of Intraputaminal Eladocagene Exuparvovec Administered To Pediatric Patients With Aromatic L-Amino Acid Decarboxylase Deficiency Using An Mr-Compatible Cannula: 48 Weeks Of Follow-Up, Donald L Gilbert, Sudhakar Vadivelu, Bruria Ben-Zeev, Matthew Vestal, Muhammad Zafar, Chun-Hwei Tai, Sheng-Che Chou, Zion Zibly, Lior Ungar, Mered Parnes, Mariam Hull, Lisa Emrick, Christian Werner, Alexis Krolick, Vinay Penematsa, Antonia Wang, Rezwanur Rahman, Lee Golden, Yin-Hsiu Chien, Paul Wuh-Liang Hwu

Faculty, Staff and Students Publications

Aromatic ʟ‐amino acid decarboxylase (AADC) deficiency is a rare pediatric neurotransmitter disorder that typically necessitates lifelong care, and that carries a risk of childhood mortality. Eladocagene exuparvovec gene therapy is designed to restore AADC production. Study GT‐002 (NCT04903288) is a phase 2, multicenter, open‐label trial assessing the pharmacodynamics, safety, and efficacy of eladocagene exuparvovec administered to the putamen bilaterally in pediatric patients with AADC deficiency using a magnetic resonance (MR)‐compatible cannula. Patients received eladocagene exuparvovec at 1.8 × 1011 vector genomes via the SmartFlow MR‐compatible cannula in a single operative session. Endpoints include the change from baseline in …

Segmental And Multifocal Isolated Dystonias: Similarities And Differences, Gamze Kilic-Berkmen, Joel S Perlmutter, Laura J Wright, Christine Klein, Jeanne S Feuerstein, Steven Bellows, Joseph Jankovic, Cynthia Comella, Richard L Barbano, Aparna Wagle Shukla, Stephen G Reich, Mark S Ledoux, Alberto J Espay, Kevin R Duque, Florence C F Chang, Victor S C Fung, Sarah Pirio-Richardson, Carmen Terranova, Emile S Moukheiber, Sarah Idrissi, Barbara Vitucci, Susan H Fox, Samuel Frank, Natividad Stover, Brian D Berman, Rachel Saunders-Pullman, William G Ondo, Christopher L Groth, Marcello Esposito, Laura Avanzino, Francesco Bono, Roberto Erro, Marcello Mario Mascia, Antonella Muroni, Alfredo Berardelli, Giovanni Defazio

Faculty, Staff and Students Publications

Background: Whether the traditional distinction between segmental and multifocal dystonia is clinically or scientifically useful remains unclear.

Objective: To evaluate whether idiopathic isolated adult-onset segmental and multifocal dystonia can be differentiated based on clinical features other than the contiguity of affected body regions.

Methods: We compared data on segmental and multifocal dystonia from two large dystonia databases established in the USA and Italy that used similar criteria for patient recruitment and assessment.

Results: Compared to segmental dystonia, multifocal dystonia was characterized by a higher proportion of men, a younger age at dystonia onset, a greater frequency of upper limb dystonia, …

The Diagnostic Performance Of The Basic Versus The Detailed Telomere Flow Fish Test In Young Patients With Aplastic Anaemia, Hannah L Helber, Ghadir S Sasa, Alison A Bertuch

Faculty, Staff and Students Publications

Identifying telomere biology disorders (TBDs) in patients with aplastic anaemia (AA) is essential for guiding appropriate care. Telomere length (TL) measurement by flow cytometry with fluorescence in situ hybridization supports diagnosis, but the real-world performance of the basic test (lymphocytes and granulocytes) versus the detailed test (which includes four lymphocyte subsets) remains unclear. We retrospectively reviewed 439 patients who underwent detailed TL testing at our institution from 2008 to 2022. Haematological disease was present in 87%, with AA comprising 56%. We classified 23 subjects with TBD independently of TL, only one of whom had severe AA (SAA) at initial presentation. …

Impulsivity In Cerebellar Ataxia: An Online, Multidimensional Assessment, Chi-Ying R Lin, Leila Montaser-Kouhsari, William Saban

Faculty, Staff and Students Publications

While considered a motor control structure, the cerebellum contributes to non-motor functions, including impulsivity. However, whether it contributes to impulsivity in a domain-specific manner remains unknown. Studies on cerebellar ataxia (CA), a common model for cerebellar dysfunction, typically have small sample sizes, limiting robustness. In a multicenter cross-sectional study, we investigated the cerebellum's role in various forms of impulsivity by comparing large cohorts of CA to age- and education-matched neurotypical healthy (NH) controls. Additionally, to examine the ability to identify individuals with CA using impulsivity features alone, we developed supervised machine learning (ML) models. In experiment 1 (CA = 140, …

The Impact Of Genetic Testing On Physician Practice In Specialized Cardiovascular Clinics, Scott Spencer, Damon Hostin, Ginger A Metcalf, Richard A Gibbs, Vijay Nambi, Layla A Abushamat, Christie M Ballantyne

Faculty, Staff and Students Publications

Background: Although familial hypercholesterolemia (FH) is a US Centers for Disease Control and Prevention tier 1 condition for genetic testing, the impact of testing on clinical outcomes is unclear.

Objective: We aimed to assess whether genetic testing alters lipid management in HeartCare participants.

Methods: For participants with pathogenic/likely pathogenic variants for FH observed at Baylor College of Medicine cardiology clinics, data on laboratory values, medication prescriptions, and diagnoses were collected and compared before and after genetic testing.

Results: In the 20 participants with APOB/LDLR variants and complete data, low-density lipoprotein cholesterol (LDL-C) was numerically lower but not significantly different before …

Examining Sleep-Related Problems In Youth With Misophonia, Mered Parnes, Nicholas Murphy, Samuel Spencer, Eric A Storch, Andrew G Guzick

Faculty, Staff and Students Publications

The relationship between misophonia and sleep-related problems (SRPs) in youth is underexplored. This paucity of research is concerning because SRPs might be elevated among youth with misophonia. If left untreated, SRPs can contribute to long-term health consequences. Thus, in this study we examined the link between misophonia and SRPs in youth aged 8 to 17. In this study, we compared SRPs in 102 children and adolescents with clinically significant misophonia to SRPs in a normative youth sample and a sample of 94 youth with anxiety disorders. We also examined the extent to which SRPs were associated with misophonia severity. Approximately …

The Role Of Top-Down Appetite Self-Regulation In The Development Of Healthy Eating Behaviors Among Children: A Narrative Review And Socialization Framework, Daniela Mccourt, Christina M Croce, Jennifer O Fisher

Faculty, Staff and Students Publications

Appetite self-regulation (ASR) among children is thought to have a fundamental role in shaping the development of healthy eating behaviors, dietary intake, and growth during childhood. Parallel to developmental frameworks for understanding "general" self-regulation among children, ASR has been described as involving children's use of "top-down" cognitive processes to moderate "bottom-up" biological drives around food approach and avoidance in the interest of achieving desired eating behaviors or outcomes. Whereas bottom-up ASR processes during early childhood are well characterized, particularly in the context of dysregulation and obesity risk, the role of top-down ASR processes in the development of healthy eating behaviors …

Clinical Outcomes Following Stereotactic Mri-Guided Laser Ablation In Children With Tuberous Sclerosis Complex And Intractable Epilepsy, Dave Clarke, Gloria Diaz-Medina, Kimberly Houck, Akshat Katyayan, Laura Masters, Deepankar Mohanty, Anuranjita Nayak, Michael Quach, Vijay M Ravindra, James J Riviello, Sonali Sen, Elaine Seto, Danielle Takacs, Cristina Trandafir, John T Freiling, Karen Evankovich, Yingchao Yuan, Kalman A Katlowitz, Daniel Curry, Howard L Weiner, Anne Anderson

Faculty, Staff and Students Publications

Objective: In children with tuberous sclerosis complex (TSC) and drug-resistant epilepsy (DRE), magnetic resonance imaging-guided stereotactic laser ablation (SLA) therapy offers less-invasive treatment compared to craniotomy and resection. Our study seeks to further expand on the long-term outcomes in patients with TSC-related DRE who have undergone SLA.

Methods: Patients with TSC and DRE treated with SLA, between July 1, 2016 and January 1, 2022, at our institution were identified retrospectively. Reduction in number of anti-seizure medications (ASMs), developmental improvement as reported by the patients' families, seizure frequency measured in surgically targeted seizure type and total seizures per day, and Engel …

Linkage Disequilibrium Score Regression Identifies Genetic Correlations Between Hepatocellular Carcinoma And Clinically Relevant Traits, Aaron P Thrift, Catherine Zhu, Donghui Li, Rikita I Hatia, Robin Kate Kelley, Sean P Cleary, Anna S Lok, Paige M Bracci, Jennifer B Permuth, Roxana Bucur, Jennifer Knox, Jian-Min Yuan, Amit G Singal, Prasun K Jalal, R Mark Ghobrial, Yuko Kono, Dimpy P Shah, Mindie H Nguyen, Neehar D Parikh, Richard Kim, Hui-Chen Wu, Hashem El-Serag, Ping Chang, Yun Shin Chun, Jian Gu, Chad Huff, Asif Rashid, Lu-Yu Hwang, Alison P Klein, Saira A Khaderi, Ahmed O Kaseb, Kathrine A Mcglynn, Lewis R Roberts, Manal M Hassan, Christopher I Amos

Faculty, Staff and Students Publications

Hepatocellular carcinoma (HCC) mortality is increasing globally, partly due to the growing prevalence of nonviral liver diseases. Genome-wide association studies (GWAS) have identified genetic variants associated with HCC development. Leveraging GWAS summary statistics and linkage disequilibrium score regression (LDSR), we investigated disease co-development with hepatitis C virus-negative (HCV-negative) HCC to provide unique insights into HCC etiology and prioritize relationships for further causal inquiry. We utilized the LDSR statistical framework to estimate the genetic correlation and heritability between HCV-negative HCC with 901 epidemiologic, behavioral, and clinical traits from the United Kingdom Biobank (UKBB). First, we set the threshold for observed scale …

Rab4 Spatially And Functionally Converges With Rab7 In The Degradative Endolysosomal Network, Xin Ye, Haoyi Yang, Jing Cai, Beatriz Rios, Wen-Wen Lin, Daniela Covarrubias, Vicky Chuong, Lili Ye, German Zylberberg, Charissa Wang, Erin Furr-Stimming, Qingchun Tong, Oguz Kanca, Hugo J Bellen, Travis I Moore, Sheng Zhang

Faculty, Staff and Students Publications

Rab GTPases are key regulators of endosomal trafficking in eukaryotes. In mammalian cells, Rab4 and Rab7 were shown to localize to distinct compartments, with Rab4 on early endosomes for fast recycling and Rab7 on late endosomes for degradation. Here, we show that in Drosophila, endogenous Rab4 and Rab7 extensively colocalize across tissues and developmental stages. Recruited to the same compartments through mechanisms that do not require the activity of the other, they have opposing effects on endolysosomal size: Rab4 overexpression or Rab7 impairment leads to enlarged endolysosomes, whereas Rab4 loss or constitutively active Rab7 reduces their sizes. Rab4 deficiency suppresses …

Adenovirus Disease Following Pediatric Liver Transplantation: 10-Year Experience From A Large Pediatric Transplant Program, Elizabeth A Moulton, Jeremy M Schraw, Kathleen Hosek, Dana Cerminara, Flor M Munoz, Krupa Mysore

Faculty, Staff and Students Publications

Background: Human adenovirus in immunocompromised patients can be life-threatening. We describe the prevalence, clinical presentation, and treatment of adenovirus after pediatric liver transplantation at a large transplant center.

Methods: We performed a retrospective cohort study of adenovirus infection in children from 2013 to 2022. We compared incidence, clinical characteristics, and outcomes of post-transplant children by adenovirus treatment status.

Results: Adenovirus disease developed in 26% (84/320) children after liver transplant. Median age at liver transplant was 17.5 months, 48% were female; 50% had biliary atresia. Fever (53%), gastrointestinal symptoms (48%), and hepatitis (41%) were the most common clinical presentations at diagnosis. …

Bortezomib And Vorinostat In Combination With Mitoxantrone, Dexamethasone, And Pegasparaginase During Induction And Reinduction For Infants With Acute Lymphoblastic Leukaemia: A Multicentre Single-Arm Phase 1/2 Study, Victor Lewis, Bill H Chang, Eric J Lowe, Jamie Frediani, Catherine Vezina, Bruno Michon, Michael Richards, Erin H Breese, Thai-Hoa Tran, Norman Lacayo, Christine Bolen, Sunil Desai, Jennifer L Pauley, Minxuan Huang, Emily Ashcraft, Cheng Cheng, Kirk R Schultz, Linda Stork, Krysta Schlis, Van T Huynh, Nathan Gossai, Yoav H Messinger, Henrique Bittencourt, Terzah M Horton, Uma Athale, Duncan Stearns, Deborah Schiff, Paul S Gaynon

Faculty, Staff and Students Publications

Background: Acute lymphoblastic leukaemia in infants remains a therapeutic challenge. In preclinical studies we previously identified bortezomib and vorinostat as active agents against KMT2A rearranged (KMT2Ar) leukaemia. The aim of this study was to determine the tolerability of incorporating bortezomib and vorinostat into an acute lymphoblastic leukaemia-chemotherapy backbone for newly diagnosed infants with acute lymphoblastic leukaemia both with and without KMT2Ar.

Methods: In this single-arm phase 1/2 study conducted at 18 hospitals in the USA and Canada, we enrolled patients aged 1 year or younger at the time of diagnosis with newly diagnosed acute lymphoblastic leukaemia or undifferentiated leukaemia (with …

Hes V2.0 Validation And Performance Compared To Galad And Asap In The Heds Cohort, K Rajender Reddy, Neehar Parikh, Amit G Singal, Jorge A Marrero, Aaron P Thrift, Jagpreet Chhatwal, Ziding Feng, Stephanie Page-Lester, Qingchun Jin, Nabihah Tayob, Fasiha Kanwal

Faculty, Staff and Students Publications

Background & aims: We previously developed HES V2.0, a biomarker panel (age, ALT, platelets, etiology, AFP, AFP-L3, DCP, and their 1-year gradients) for early detection of hepatocellular carcinoma (HCC) among patients with cirrhosis. We externally validated HES V2.0 and compared its performance with HES V1.0, GALAD, and ASAP.

Methods: We conducted a PRoBE (prospective specimen-collection, retrospective blinded-evaluation) cohort study in the HEDS (Hepatocellular Carcinoma Early Detection Strategy) cohort of 1,485 patients with cirrhosis, of whom 119 developed HCC. Patient- and test-level true positive rates (TPR) for HCC were calculated at 6, 12, and 24 months before diagnosis, using thresholds at …

Lonp1 Variants Are Associated With Clinically Diverse Phenotypes, David A Sweetser, Jessica L Waxler, Daryl A Scott, Tiana M Scott, Seema R Lalani, Mahshid S Azamian, Jill A Rosenfeld, Bret Bostwick, Lindsay C Burrage, Lance H Rodan, Bianca E Russell, Marina Dutra-Clarke, Michael Kruer, Somayeh Bakhtiarim, Hossein Darvish, David J Amor, Shamima Rahman, Karen Stals, Lisa Bradley, Susan Byrne, Leandra K Tolusso, Beatrix Wong, Laura Benedict, Kimberly Wallis, Kestutis Micke, Cindy Colson, Thomas Smol, Sabrina V Southwick, Kristen A Miller, Michelle L Kush, Odelia Chorin, Annick Rothschild, Wei Wang, Yufeng Shen, Wendy K Chung

Faculty, Staff and Students Publications

LONP1 encodes a mitochondrial protease essential for protein quality control and metabolism. Variants in LONP1 are associated with a diverse and expanding spectrum of disorders, including Cerebral, Ocular, Dental, Auricular, and Skeletal anomalies syndrome (CODAS), congenital diaphragmatic hernia (CDH), and neurodevelopmental disorders (NDD), with some individuals exhibiting features of mitochondrial encephalopathy. We report 16 novel LONP1 variants identified in 16 individuals (11 with NDD, 5 with CDH), further expanding the clinical spectrum. Structural mapping of disease-associated missense variants revealed phenotype-specific clustering, with CODAS variants enriched in the proteolytic chamber and NDD variants more broadly distributed. CODAS is caused by biallelic …

Lean On Me: Social Factors And Diabetes Outcomes Among Young Adults With Type 1 Diabetes Prior To Transitioning To Adult Care, Sarah K Lyons, Randi Streisand, Barbara J Anderson, Tricia S Tang, Siripoom Mckay, Katherine Gallagher, Sridevi Devaraj, Marisa E Hilliard

Faculty, Staff and Students Publications

Aims: Little is known about how different aspects of social relationships relate to diabetes self-management and glycaemic outcomes in young adults with type 1 diabetes (T1D). We examined relationships of general and diabetes-specific social variables with diabetes self-management and HbA1c. We hypothesized diabetes-specific factors would more strongly associate with self-management and HbA1c than general social factors.

Methods: We analysed baseline data from 100 young adults with T1D (Mage = 19.9 ± 1.3 years) enrolled in a randomized controlled trial of a paediatric to adult care transition intervention. We examined associations of self-reported general and diabetes-specific social factors with self-reported self-management …

Comparing Observed With Self-Reported Hand Hygiene Adherence Among Bedside Nurses And Physicians At Two Hospitals In The United States, Karen E Fowler, Serene Jacob, Laura Dillon, Michelle Espiritu, Nathan Houchens, Huberta T Cozart, Barbara W Trautner

Faculty, Staff and Students Publications

Background: Hand hygiene is a core component of infection prevention in healthcare settings. One potential reason for lack of adherence to recommended hand hygiene practices is erroneous self-perception. We aimed to compare perceptions about hand hygiene compliance with objective data.

Methods: Direct observations of hand hygiene performance by nurses and physicians during typical workflow in inpatient general medicine wards were conducted from 12 September 2022 to 27 October 2022 at two academic Veterans Affairs medical centers. Participants were surveyed regarding perceptions about their hand hygiene performance relative to recommended practices.

Results: Among nurses, hand hygiene was performed in 1,397/3,690 (37.9%) …

Application Of A Natural Language Processing Algorithm To Early Asthma Ascertainment For Adults In The Era Of Electronic Health Records, Sunghwan Sohn, Elham Sagheb, Bhavani Singh Agnikula Kshatriya, Shauna M Overgaard, Deepak K Sharma, Sungrim Moon, Elizabeth A Krusemark, Dave Watson, Sergio E Chiarella, Miguel A Park, Jason D Greenwood, Randy M Foss, Zhandong Liu, Meera Gupta, Carla M Davis, Wade Schulz, Hongfang Liu, Young J Juhn

Faculty, Staff and Students Publications

Background: The natural language processing (NLP) algorithm for predetermined asthma criteria (NLP-PAC) was successfully developed and validated for automatically ascertaining pediatric asthma from electronic health record (EHRs) systems. A scalable, efficient, and automated tool for ascertaining adult asthma status from EHRs remains nonexistent.

Objective: We validated NLP-PAC enabling ascertainment and early identification of adult asthma status in their EHRs.

Methods: We applied the validated NLP-PAC to EHRs of a convenient sample (adult cohorts who participated in our previous population-based studies) in which a reference standard (ie, asthma status defined by manual chart review) is available. The performance of NLP-PAC was …

Validation Of Longitudinal Biomarker Screening Algorithms For Hcc Detection In Patients With Cirrhosis, Neehar D Parikh, Anna S Lok, Camden Lopez, Stephanie Page-Lester, Lewis R Roberts, Rajender Reddy, Michelle Luster, Saira Khaderi, Sumeet K Asrani, Hashem B El-Serag, Fasiha Kanwal, Ziding Feng, Nabihah Tayob

Faculty, Staff and Students Publications

Background: Blood-based biomarker panels, including GALAD, have been proposed as an alternative to abdominal ultrasound for hepatocellular carcinoma (HCC) surveillance. Studies suggest longitudinal evaluation of biomarkers can improve test performance; however, no large studies have validated these findings.

Methods: We leveraged the HCC Early Detection Strategy (HEDS) study (n=1019 patients with cirrhosis; 99 incident HCC) and Texas HCC Consortium (THCCC) (n=2345 patients with cirrhosis; 126 incident HCC) to compare the performance of fixed-threshold GALAD (cutoff of -1.36), and 4 longitudinal algorithms: longitudinal GALAD, PALAD, mFB-ALAD, and mPEB-ALAD. The HEDS cohort was used to derive longitudinal algorithms, and external validation was …

Risk Factors For Acute Rejection In Pediatric Lung Transplantation And Its Impact On Graft Failure, Selena Li, Abbas Rana

Faculty, Staff and Students Publications

Background: Although acute rejection is a common complication of lung transplantation, few studies have analyzed risk factors for acute rejection in pediatric lung transplant patients. The purpose of this study was to examine risk and protective factors for acute rejection in pediatric lung transplantation and its impact on graft failure.

Methods: A retrospective analysis was performed on lung transplant data for a cohort of 906 pediatric patients from the Organ Procurement and Transplantation Network (OPTN) Database between October 1, 1987, and June 30, 2023. Multivariable logistic regression was conducted to identify risk and protective factors for acute rejection, adjusting for …

Rural-Urban Differences In Use Of Mental Health Care For Serious Mental Illness At The Veterans Health Administration: A Retrospective Cohort Analysis, Liang Chen, Amy K Cuellar, Giselle Day, Alexandra Zingg, Julianna Hogan, Jan A Lindsay

Faculty, Staff and Students Publications

PURPOSE: Rural Veterans with serious mental illness (SMI) encounter significant barriers to accessing mental health care, related to SMI symptoms and rurality. A 2023 Government Accountability Office report found that rural Veterans used Veterans Health Administration (VHA) intensive mental health care for SMI less than urban Veterans relative to their population distributions. Our purpose was to deepen understanding of rural-urban differences in use of VHA mental health care among Veterans with SMI.

METHODS: Using VHA databases, we conducted a retrospective cohort analysis of 387,477 Veterans diagnosed with SMI, examining rurality as a predictor of intensive care for SMI and other …

External Validation Of Calculator For Cesarean Delivery During Induction Of Labor, Estefania Guthrie, Ipsita Ghose, Hector Mendez-Figueroa, Suneet P Chauhan

Faculty, Staff and Students Publications

Objective: To validate a published risk calculator to predict cesarean delivery (CD) among singletons undergoing induction of labor.

Methods: Our retrospective cohort study included singletons undergoing induction of labor. A predicted CD score was calculated for each individual based on a previously developed calculator. External validation of the calculator was assessed by the discriminative power of the model by using the area under the receiver operating characteristic curve, and by a calibration curve. The score was categorized as less than 10%, 10% to less than 30%, and 30% or greater. The primary outcome was CD. The secondary outcomes were a …

Toward Scientific Rigor: Setting Standards For Indirect Calorimetry Analysis And Reporting

Faculty, Staff and Students Publications

Indirect calorimetry determines energy expenditure by measuring respiratory gas exchange. The approach is based on the principle that nutrient metabolism consumes O2 and produces CO2 and water in predictable ratios that can be compared with heat production. Due to the impracticality and high cost of direct calorimetry, indirect calorimetry is the major approach for modern metabolic studies in preclinical models. Despite the broad adoption of this method in rodent phenotyping, the field has lacked standardized methods for analyzing, representing, and sharing these data, limiting scientific progress. The recent review in Nature Metabolism by the International Indirect Calorimetry Consensus Committee (IICCC) …

A Comprehensive Biomechanical Material Characterization Of The Human Breast Fibro-Structural Support System, Aroj Bhattarai, Gregory P Reece, Kristy K Brock, Krishnaswamy Ravi-Chandar

Faculty, Staff and Student Publications

Breast surgery for aesthetic purposes, such as breast augmentation or breast reduction, and breast reconstruction after cancer treatment require an accurate structural (anatomical) and mechanical (functional) understanding of the breast components, including the fascial-ligamentous support system of the breast, to achieve optimal results. This paper aims to provide a comprehensive description of the mechanical behavior of the ligamentous and fascial connective tissues of the human female breast. Fasciae and ligaments obtained from 17 patients between 35 and 85 years of age who were undergoing mastectomy and three female cadavers were tested. Uniaxial tensile tests were conducted, and three constitutive models …

Optimizing Feasibility And Acceptability Of An Online Expressive Writing Intervention For Survivors Of Adolescent And Young Adult Cancer: A Pilot Randomized Trial Of Iterative Modifications And Outcomes, Eunju Choi, Yusi Aveva Xu, Celia Cy Wong-Meli, Michael E Roth, Yisheng Li

Faculty, Staff and Student Publications

Objective: To evaluate the feasibility of an online expressive writing (EW) intervention for survivors of adolescent and young adult (AYA) cancer and determine whether iterative, theory-driven modifications can enhance response, adherence, and completion rates.

Methods: In this randomized pilot trial, survivors of AYA cancer were recruited through a hospital-based AYA oncology clinic and an online community. Forty participants were randomly assigned to the EW intervention or control group. To improve on lower-than-expected adherence and completion rates in a previous cohort, the protocol was iteratively revised using the Framework for Reporting Adaptations and Modifications to Evidence-based Implementation Strategies (FRAME-IS). Modifications included …

Pharmacokinetic Modeling Strategies For Dynamic Hyperpolarized Urea Imaging, Keith A Michel, Collin J Harlan, Christopher M Walker, Matthew E Merritt, Yunyun Chen, James A Bankson

Faculty, Staff and Student Publications

Purpose: To evaluate pharmacokinetic modeling methods for quantification of tissue perfusion/permeability with hyperpolarized 13C urea.

Methods: Three models for quantitative analysis of dynamic HP urea imaging data were proposed and evaluated in numerical simulations and a thyroid cancer mouse model. A multicompartment model resembling the extended Tofts model for DCE-MRI (Model I) and two simplified models were used. The simplified models each eliminate a volume parameter representing vascular (Model II) or impermeable cellular space (Model III). Signal curves were generated from Model I, and models were fit to these synthetic data to quantify the effects of acquisition settings, bias in …

Defining A Quantitative Threshold For Adaptive Re-Planning Using A Percentile-Based Scoring System, Alexandra O Leone, Christine B Peterson, Anna Lee, Adam S Garden, G Brandon Gunn, Amy C Moreno, C David Fuller, Jay P Reddy, Karen Hoffman, Ivan Vazquez, Ming Yang, Joshua S Niedzielski, Laurence E Court, Thomas J Whitaker

Faculty, Staff and Student Publications

Background: Despite the frequent need for adaptive planning in head and neck proton therapy, no quantitative indicators have been identified to determine when a plan should be adapted. Here, we aimed to determine a quantitative threshold for the change in plan quality between the primary treatment plan and verification plans that correlates with the physician's decision to adapt.

Methods: Primary treatment and verification plans were extracted from the clinical treatment planning system for 167 patients who underwent intensity-modulated proton therapy for base of tongue, tonsillar, or oropharyngeal cancers, with and without nodal involvement, between 2016 and 2021. All plans were …

Analysis Of Patients With Monocytic And Monocytic-Like Acute Myeloid Leukemia, Including Aml-M4 And Aml-M5, Treated With Venetoclax Plus Azacitidine, Marina Konopleva, Courtney D Dinardo, Yan Sun, Paul Jung, Sanam Loghavi, Monique Dail, Daniel A Pollyea

Faculty, Staff and Student Publications

No abstract provided.

Barriers To Occupational And Physical Therapy Utilization For Children With Cancer, Maria C Swartz, Shiming Zhang, Donna Kelly, Clark R Andersen, Keri Schadler, Eduardo Gonzalez Villarreal, Amy Heaton, Karen Moody

Faculty, Staff and Student Publications

Introduction: Occupational and physical therapy (OT/PT) referrals and utilization barriers for childhood cancer patients have not been adequately examined. The current study investigated factors influencing referrals to and utilization of OT/PT services among children with cancer at an NIH-designated cancer center.

Methods: This retrospective cohort study included pediatric cancer patients (up to 18.99 years) presenting to the center over a 33.5-month period. Variables that could influence referrals to OT/PT were extracted from the electronic medical record (EMR) including OT and PT referrals (inpatient and outpatient), OT and PT consult completion, age at diagnosis, cancer type, sex, race/ethnicity, insurance, cancer treatment, …

Impact Of Mutational Landscape And Burden On Rbc Transfusion Response In Patients With Lower-Risk Myelodysplastic Syndromes (Lr-Mds) In The Commands Study, Rami S Komrokji, Sheida Hayati, Manuel Ugidos, Guillermo Garcia-Manero, Matteo Giovanni Della Porta, Valeria Santini, Anita K Gandhi, Rajasekhar N V S Suragani

Faculty, Staff and Student Publications

The COMMANDS trial established luspatercept as a first‐line treatment for anemia in transfusion‐dependent lower‐risk (LR) myelodysplastic syndromes (MDS). Here we report red blood cell (RBC) transfusion response analysis based on somatic mutations profile and disease risk for patients treated with luspatercept or epoetin alfa in the COMMANDS trial. Of 350 evaluable patients, 238 (68.0%) had MDS with multiple lineage dysplasia and ring sideroblasts (RS) according to World Health Organization 2016 criteria, and 320 (91.4%) had somatic mutations in ≥ 1 gene (median, 2) with median variant allele frequencies (VAF) of 2%–59%. Mutation profiles were similar in the treatment groups. Luspatercept …