Digital Commons Network^™

Impact Of Boarding Time On In-Hospital Mortality In Patients Presenting To An Oncologic Emergency Department Of A Comprehensive Cancer Center, Patricia A Brock, Denise M Langabeer, Valda D Page, Ziyi Li, Aiham Qdaisat

Faculty, Staff and Student Publications

Objectives: Longer boarding time in emergency departments (EDs) has been associated with negative clinical outcomes, including higher mortality rates. Studies of boarding to date have been conducted in the general population but not in the cancer population. In this study, we evaluated the association between mortality and boarding time in patients presenting at an oncologic ED.

Methods: This retrospective study included all ED visits for patients aged ≥19 years who presented to The University of Texas MD Anderson Cancer Center ED between March 3, 2016 and December 31, 2022, with a disposition of hospital admission. Univariate and multivariable logistic regression …

Bayesian Integrated Learning Of Longitudinal Dose-Response Relationships Via Decentralized Clinical Trials, Jingyi Zhang, Tuo Wang, Yongming Qu, Fangrong Yan, Suyu Liu, Ruitao Lin

Faculty, Staff and Student Publications

Decentralized clinical trials (DCTs) extend trial activities beyond traditional sites, enhancing access, convenience, efficiency, and result generalizability. They are particularly promising for chronic conditions like diabetes and obesity, which require longer study durations to evaluate drug effects. However, decentralized data collection raises concerns about increased variability and potential biases. This paper presents a novel Bayesian integrated learning procedure to analyze dose-response relationships using longitudinal data from a phase II DCT that combines centralized and decentralized data collection. We generalize a parametric exponential decay model to handle mixed data sources and apply Bayesian spike-and-slab priors to address biases and uncertainties from …

International Norms For Adult Handgrip Strength: A Systematic Review Of Data On 24 Million Adults Aged 20 To 100+ Years From 69 Countries And Regions, Grant R Tomkinson, Justin J Lang, Lukáš Rubín, Ryan Mcgrath, Bethany Gower, Terry Boyle, Marilyn G Klug, Alexandra J Mayhew, Henry T Blake, Francisco B Ortega, Cristina Cadenas-Sanchez, Costan G Magnussen, Brooklyn J Fraser, Tetsuhiro Kidokoro, Yang Liu, Kaare Christensen, Darryl P Leong

Faculty, Staff and Student Publications

Background: Muscular strength is a powerful marker of current health status and robust predictor of age-related disease and disability. Handgrip strength (HGS) using isometric dynamometry is a convenient, feasible, and widely used method of assessing muscular strength among people of all ages. While adult HGS norms have been published for many countries, no study has yet synthesized available data to produce international norms. The objective of this study was to generate international sex- and age-specific norms for absolute and body size-normalized HGS across the adult lifespan.

Methods: Systematic searches were conducted in 6 databases/web search engines (MEDLINE, SPORTDiscus, Embase, Web …

Benzodioxane-Benzamides Targeting Bacterial Cell Division Protein Ftsz Potentially Disrupt Slma-Mediated Nucleoid Occlusion And Reversible Biomolecular Condensation, Marta Sobrinos-Sanguino, Inés Barros-Medina, Lorenzo Suigo, Alessia Lanzini, Ermanno Valoti, William Margolin, Valentina Straniero, Begoña Monterroso, Silvia Zorrilla

Faculty, Staff and Student Publications

New strategies are urgently needed against antimicrobial resistance, a major health threat, and the different mechanisms regulating the bacterial cell division machinery offer multiple opportunities for developing novel therapeutics. FtsZ, an essential protein of this process, is targeted by multiple small molecules, and benzodioxane-benzamides (BDOBs) are among the most potent inhibitors in several bacterial species. BDOBs mechanisms are however poorly understood, particularly their impact on FtsZ's interplay with partners and ability to assemble phase-separated biomolecular condensates potentially involved in stress sensing. We show that certain BDOBs shielded FtsZ against depolymerization induced by the nucleoprotein complexes of SlmA, which inhibit Z-ring …

Relative Biological Effectiveness-Clinical Practice At Us Proton Therapy Centers, Armin Lühr, Radhe Mohan, Anita Mahajan, Helen A Shih, Harald Paganetti

Faculty, Staff and Student Publications

Purpose: Proton therapy, with its high conformality and superior dose distribution, is becoming an increasingly prevalent modality in radiation oncology. Although a generic relative biological effectiveness (RBE) value of 1.1 for treatment planning has been adopted, evidence suggests that RBE varies with dose, linear energy transfer (LET), and biological endpoints. This variation raises concerns about underestimating the RBE-weighted dose, which may significantly impact treatment outcomes. To assess the awareness and management of RBE variability in clinical practice, we conducted a survey among US proton therapy centers.

Materials and methods: The survey consisted of 32 questions grouped into subtopics, such as …

Evaluation Of Renal Masses With Cest Mri: Protocol Optimization And Preliminary Results, Xiaojing Wang, Jochen Keupp, Ivan E Dimitrov, Ananth Madhuranthakam, Durga Udayakumar, Mahsa Taherzadeh, Emin Albayrak, Orson W Moe, Payal Kapur, Robert E Lenkinski, Ivan Pedrosa, Elena Vinogradov

Faculty, Staff and Student Publications

Purpose: This study investigates the application of CEST MRI in human kidneys, with the overarching goal of developing CEST MRI for renal mass characterization. Here, the focus is on the development of a protocol and the proof-of-principle evaluation of CEST for the characterization of clear cell renal cell carcinoma (ccRCC).

Methods: Ten healthy volunteers and five patients diagnosed with ccRCC underwent CEST MRI scans at 3 T. The sequence performance was characterized in healthy volunteers and tested using three saturation power levels, B1rms = 0.7, 1.2, and 1.6 μT. We compared the magnetization transfer ratio asymmetry (MTRasym) values at 1.0, …

Mecom Fusion Partner And Bone Marrow Blast Percentage Influence Outcomes Of Patients With Mecom Rearranged Acute Myeloid Leukaemia, Wei-Ying Jen, Guilin Tang, Eitan Kugler, Jennifer Croden, Koji Sasaki, Alexandre Bazinet, Alex Bataller, Guillermo Montalban-Bravo, Gautam Borthakur, Gokce A Toruner, Sanam Loghavi, Nicholas J Short, Ghayas C Issa, Ian M Bouligny, Sherry Pierce, Uday Popat, Naveen Pemmaraju, Elias Jabbour, Guillermo Garcia-Manero, Kapil Bhalla, Farhad Ravandi, Naval G Daver, Courtney D Dinardo, Hagop M Kantarjian, Tapan M Kadia

Faculty, Staff and Student Publications

MECOM rearrangements (MECOM-r) are acute myeloid leukaemia (AML)-defining, regardless of blast percentage or MECOM fusion partner. We sought to investigate if blast percentage or MECOM-r partner was associated with overall survival (OS). We included 152 adult patients with newly diagnosed MECOM-r and classified blast percentage into < 20% or ≥20% and MECOM-r partner into classic (GATA2::MECOM) or variant (others). Thirty-one per cent had < 20% blasts, with 69% having ≥20%; 57% had classic and 43% variant MECOM-r. Treatment was with intensive chemotherapy (IC) in 41% and low-intensity therapy (LIT) in 59%. Composite complete remission rates were similar between IC (50%) and LIT (48%, p = 0.99). The median OS was 17 months (95% confidence interval [CI], 12-not estimable [NE]) for < 20% blasts, compared with 9 months (95% CI, 6-10) for ≥20% blasts (p <  0.01). On multivariate analysis, ≥20% blasts were associated with worse OS (hazard ratio [HR] 1.9, [95% CI, 1.2-3.2], p <  0.01), independent of age, MECOM-r partner, additional cytogenetic abnormalities, treatment intensity, addition of venetoclax and stem cell transplant (SCT). HR for IC was 2.0 (95% CI, 1.1-3.7, p = 0.03). In < 20% blasts, variant MECOM-r was independently associated with a reduced hazard of death (HR 0.2 [95% CI, 0.1-0.8], p <  0.01). MECOM-r AML is a heterogenous entity; consideration should be given to LIT approaches.

Reference Dosimetry Data And Machine Performance Comparison For Tomotherapy Delivery Systems Audited By Iroc, Paige A Taylor, Hunter Mehrens, Mallory C Glenn, Fre'etta Brooks, Hayden Scott, Lian Duan, Taylor Meyers, Diana Carrasco Rojas, Michael Yang, Paola Alvarez, Jessica Lowenstein, Andrea Molineu, Stephen F Kry

Faculty, Staff and Student Publications

The aim of this work was to compare the imaging and radiation oncology core (IROC) on-site TomoTherapy dosimetry measurement results among institutions and generate a dataset of basic dosimetric properties for TomoTherapy units. Independent ion chamber measurements for nine TomoTherapy units were acquired by IROC physicists between 2008 and 2023. Measurements included percent depth dose (PDD) in a water tank and off axis factors (OAF) in a solid Polystyrene phantom. The independent measurements collected during the on-site audits for each TomoTherapy system were compared to corresponding TomoTherapy TPS calculations from the institution to assess agreement. Numeric measurement values and comparative …

Adherence To Breast Cancer Screening Guidelines Among Age-Eligible Us Women: Findings From Nhis 2021, Monalisa Chandra, Joël Fokom Domgue, Robert Yu, Sanjay Shete

Faculty, Staff and Student Publications

Background: Despite the proven benefits of early breast cancer detection in reducing mortality, adherence to breast cancer screening guidelines in the United States is suboptimal. In this study, we assessed the prevalence and factors associated with adherence to breast cancer screening guidelines.

Methods: Using nationally representative data from the National Health Interview Survey 2021, we included breast cancer screening-eligible women (aged 50-74). Descriptive statistics and population-weighted multivariable logistic regression were employed to examine breast cancer screening adherence per the United States Preventive Services Task Force guidelines, and its determinants in this population.

Results: Of the 6814 screening-eligible women included in …

Profiling The Preclinical Pharmacokinetics And Biodistribution Of A Platinum(Iv)-Based Oxaliplatin Prodrug Oxalitex And Their Significance To Antitumor Response, Guangan He, Gregory D Thiabaud, Kathryn A Shelton, Luke J Segura, Jonathan F Arambula, Jonathan L Sessler, Rick A Finch, Zahid H Siddik

Faculty, Staff and Student Publications

OxaliTEX (NOVO-111) is a novel gadolinium(III) texaphyrin-platinum(IV) complex that is under development for clinical trials. It was designed as a prodrug of oxaliplatin (1,2-diaminocyclohexane-platinum(II) oxalate) tethered to a tumor-affinic texaphyrin moiety to improve drug delivery to the tumor. However, oxaliTEX was not only more effective as an antitumor agent but also better tolerated in mice. To appreciate this higher therapeutic index and advance its preclinical development, studies were undertaken to profile its plasma pharmacokinetics, distribution to tumor and normal tissues, and pharmacodynamics of the p53/p21 molecular pathway. Nude mice, with or without a subcutaneous colorectal HCT-116 xenograft harboring a phenotypically …

Impact Of Postpartum Diagnosis On Survival Of Women With Inflammatory Breast Cancer, Jennifer H Chen, Rebecca S Slack Tidwell, Megumi Kai, Anthony Lucci, Wendy A Woodward, Helen M Johnson

Faculty, Staff and Student Publications

Background: Postpartum diagnosis of breast cancer confers increased risk of metastasis and death, possibly because of protumorigenic pathways that occur after weaning. We sought to evaluate the impact of postpartum diagnosis on survival in patients with inflammatory breast cancer (IBC).

Methods: We performed a retrospective analysis of patients with nonmetastatic IBC enrolled in a prospective registry (2007-2023). Kruskal-Wallis, χ2, and Fisher exact tests were used to compare between postpartum groups. The Kaplan-Meier method and log-rank tests were used for survival estimates.

Results: Among 320 patients with IBC, 25 (7.8%) were nulliparous, 31 (9.7%) were 0 to 5 years postpartum, 26 …

Individualizing Nsaid Therapy In Axial Spondyloarthritis: N-Of-1 Trials With Bayesian Analysis, Mark C Hwang, Seokhun Kim, Shervin Assassi, Reyna Chavez, Joyce Samuel, Charles Green, Jon Tyson, John Reveille

Faculty, Staff and Student Publications

Objective: Axial spondyloarthritis (axSpA) is a chronic inflammatory disease predominantly affecting the spine and sacroiliac joints. NSAIDs are first-line therapy, but individual responses vary widely. We evaluated the efficacy and patient preference of three NSAIDs (celecoxib, meloxicam and naproxen) through Bayesian N-of-1 clinical trials to optimize axSpA management.

Methods: We conducted N-of-1 trials with 42 patients meeting ASAS criteria for axSpA. Each patient was asked to complete two cycles of randomized double-blind crossover comparisons of the three NSAIDs, each for 4 weeks. The primary end point was the change in the Ankylosing Spondylitis Disease Activity Score (ASDAS). Bayesian analysis assessed …

The Longitudinal Impact Of Radiotherapy On Osseointegrated Hearing Aid Outcomes And Complications, Benjamin D Lovin, Mike Hernandez, Paul W Gidley, Karine Al Feghali, Jack Phan, Catherine Wang, Congjun Wang, Dianna Roberts, Marc-Elie Nader

Faculty, Staff and Student Publications

Objective: To evaluate the impact of radiotherapy on osseointegrated hearing aids (OIHA) complications.

Methods: Retrospective review of percutaneous OIHA performed from 2006 to 2021 at an academic institution. Implant and abutment-related complications were evaluated and stratified by radiation parameters. Main outcome measures were abutment, implant, and major complications assessed using the modified Holgers and IPS grading scales.

Results: Total of 190 OIHA were included; 124 (65%) were placed in bones that previously or subsequently received radiation. Total of 84 (44%) OIHA experienced at least one complication at mean 43.3 months. Radiation cohort had greater rates of having any complication (p …

Perceived Utility Of Genetic Carrier Screening In A Diverse Patient Population, Jack A Colleran, Meagan Choates, Syed Hashmi, Brittanie Shelton, Aranza Gonzalez Cendejas, Angela Haynes Burgess, Blair K Stevens

Faculty, Staff and Student Publications

Current reproductive guidelines call for offering expanded carrier screening (ECS) for genetic conditions. Currently available panels can include screening for carrier status of tens to hundreds of autosomal recessive and/or X-linked conditions. Clinical utility is based on alterations to reproductive decision-making, but study cohorts supporting the utility of ECS largely consist of individuals of European ancestry who are highly educated, of high income, and who often receive preconception counseling. There is a lack of research on the views of patients from diverse backgrounds. Therefore, we aimed to assess and compare perceptions of the utility of ECS and targeted carrier screening …

Clinical Outcomes Of Adult Patients With Newly Diagnosed Mixed Phenotype Acute Leukemia, Hannah Goulart, Farhad Ravandi, Nicholas J Short, Nitin Jain, Naval Daver, Tapan M Kadia, Courtney Dinardo, Gautam Borthakur, Koichi Takahashi, Naveen Pemmaraju, Fadi G Haddad, Guillermo Montalban Bravo, Yesid Alvarado, Ghayas C Issa, Alex Bataller, Sherry Pierce, Sanam Loghavi, Guilin Tang, Sa A Wang, Beenu Thakral, Elizabeth Shpall, Richard Champlin, Issa Khouri, Partow Kebriaei, Guillermo Garcia-Manero, Koji Sasaki, Elias J Jabbour, Jayastu Senapati

Faculty, Staff and Student Publications

Purpose: Mixed phenotype acute leukemia (MPAL) is a rare clinical entity with historically poor outcomes.

Methods: We conducted a retrospective analysis of adults 18 years and older with newly diagnosed B-cell (B/M) or T-cell/myeloid (T/M) MPAL treated at our institution between 2017 and 2024.

Results: We identified 42 patients (median age 70 years); 20 (48%) had B/M MPAL, and 22 (52%) had T/M MPAL; 57% of patients had adverse risk cytogenetics, and 41% had a TP53 mutation. Sixty-two percent of patients were treated with a hybrid regimen, and 45% of patients received intensive therapy. A composite complete remission (CRc; CR …

Fusobacterium Sphaericum Sp Nov, Isolated From A Human Colon Tumor Adheres To Colonic Epithelial Cells And Induces Il-8 Secretion, Martha A Zepeda-Rivera, Yannick Eisele, Alexander Baryiames, Hanrui Wu, Claudia Mengoni, Gianmarco Piccinno, Elsa F Mcmahon, Kaitlyn D Lacourse, Dakota S Jones, Hans Hauner, Samuel S Minot, Nicola Segata, Floyd E Dewhirst, Christopher D Johnston, Susan Bullman

Faculty, Staff and Student Publications

Cancerous tissue is a largely unexplored microbial niche that provides a unique environment for the colonization and growth of specific bacterial communities, and with it, the opportunity to identify novel bacterial species. Here, we report distinct features of a novel Fusobacterium species, F. sphaericum sp. nov. (Fs), isolated from primary colon adenocarcinoma tissue. We acquire the complete closed genome and associated methylome of this organism and phylogenetically confirm its classification into the Fusobacterium genus, with F. perfoetens as its closest neighbor. Fs is phenotypically and genetically distinct, with morphological analysis revealing its coccoid shape, that while similar to …

Knowledge Mapping And Visualized Analysis Of Research Progress In Onconephrology: A Bibliometric Analysis, Yiwei Wang, Shuling Fan, Wei Wang

Faculty, Staff and Student Publications

Objectives: Onconephrology is an expanding subspecialty focused on the management of cancer patients with renal injury. This study used a comprehensive bibliometric analysis to emphasize the need for cooperation between oncologists and nephrologists, exploring current trends and future research areas in onconephrology.

Methods: Relevant literature on onconephrology published between 1 January 2000 and 27 April 2024 was retrieved from the Science Citation Index Expanded of the Web of Science Core Collection, followed by manual screening. Bibliometric analyses were performed using CiteSpace, VOSviewer, and Bibliometrix software.

Results: A total of 1,853 publications, including 1,647 articles and 206 reviews, by 11,606 authors …

The Kiva System Versus Balloon Kyphoplasty For Vertebral Compression Fracture: A Meta-Analysis Of Randomized Control Trials, Humaid Al Farii, Nikhil Gattu, Caleb M Yeung, Christopher A Alvarez-Breckenridge, Robert Y North, Claudio E Tatsui, Laurence D Rhines, Valerae O Lewis, Justin E Bird, Shalin S Patel

Faculty, Staff and Student Publications

Background: Vertebral compression fractures (VCFs) are the most common type of vertebral body fracture. The Kiva VCF Treatment System is a relatively novel technique to manage VCFs. The aim of this study was to compare the efficacy of Kiva versus standard Balloon Kyphoplasty (BK) through evaluation of published randomized controlled trials (RCTs).

Methods: This study was performed following the guidelines for PRISMA. We performed a systematic literature search using PubMed and MEDLINE in June 2023. The search keywords were "Kiva" and "Kyphoplasty" which yielded a total of 112 articles. Outcome measures included pain, measured through the Visual Analogue Scale (VAS) …

The Role Of Neutrophils In Vasospasm And Delayed Cerebral Ischemia After Aneurysmal Subarachnoid Hemorrhage: Is It Time For A Sah Clinical Trial Targeting Neutrophils?, William W Wroe, Hussein A Zeineddine, Spiros L Blackburn, Jaroslaw Aronowski, Devin W Mcbride

Faculty, Staff and Student Publications

Aneurysmal subarachnoid hemorrhage (aSAH) is a devastating neurological disease, and one of the primary drivers of morbidity after aneurysm rupture is the phenomenon of delayed cerebral ischemia (DCI). Significant knowledge has been gained over the past two decades of the impact of neuroinflammation in DCI; and neutrophils are now believed to play a major role. There is significant human subject data showing the rise of neutrophil related inflammatory markers and neutrophil's association with poor outcome after aSAH, but as of yet no trials involving human subjects have been done specifically targeting neutrophils. There is however a growing body of evidence …

Comparison Of In-Hospital Complication Rates After Transcatheter Aortic Valve Replacement In Patients With Bicuspid Versus Tricuspid Aortic Valves: A Retrospective Cohort Study, Tingxi Zhu, Jiawei Luo, Xuan Huang, Lulu Liu, Kehan Li, Wei He, Xiaobo Zhou, Yingqiang Guo, Xiaoyan Yang

Faculty, Staff and Student Publications

Background: Transcatheter aortic valve replacement (TAVR) has become a popular alternative to surgical aortic valve replacement (SAVR) for patients with valvular heart disease (VHD), particularly for those with aortic anomalies.

Aims: The study aimed to compare the risks of post-TAVR complications between patients with bicuspid and tricuspid aortic valves and to identify associated risk factors.

Methods: The association between complications and valve type (bicuspid or tricuspid) was assessed. The study also explored various combinations of factors to understand their impact on complications. Separate analyses were conducted to identify specific risk factors for each complication.

Results: Out of the 1154 eligible …

The Him Profession And Roles: Understanding Our Path, To Plan For The Future, Kerryn Butler-Henderson, Susan H Fenton, Karima Lalani, Trixie Kemp, Salma Arabi

Faculty, Staff and Student Publications

The health information management (HIM) profession has a history spanning more than a century, with the first peak body established in Australia more than 75 years ago (Health Information Management Association of Australia [HIMAA], 2024a). While the role title of the health information manager has changed over time, its primary function has remained the same—tooversee the governance of health data and information. This chapter presents the history of the HIM profession and professional bodies, including their involvement in informing policy and systems in Australia and other countries, and international organisations. Next, the chapter draws on literature examining the roles of …

High-Risk Medications In Pediatric Dentistry: Patterns, Outcomes, And Clinical Implications, Yilei Liu, Kawtar Zouaidi, Colin C Hubbard, Muhammad F Walji, Matthew R Cooke, Donald B Rindal, Kristin N Ray, Elsbeth Kalenderian, Katie J Suda

Faculty, Staff and Student Publications

Background: High-risk medications such as opioids and benzodiazepines are frequently prescribed in pediatric dental care, yet their prescribing patterns and associated adverse outcomes remain poorly understood. The aim of this study was to determine the extent of such prescribing to pediatric patients and factors associated with adverse outcomes.

Methods: MarketScan data for patients younger than 18 years with a dental visit from 2014 through 2019 were analyzed. High-risk medications included benzodiazepines, barbiturates, and opioids. Composite outcomes included hospitalization, emergency department visit, or urgent care visit within 7 days after the dental visit. Opioid-attributable outcomes included opioid-related overdose within 7 days …

Privacy-By-Design: Case Studies In Interactive Record Linkage Using A Hybrid Human-Computer System, Hye-Chung Kum, Eric Ragan, Mahin Ramezani, Gurudev Ilangovan, Theodoros Giannouchos, Qinbo Li, Adam D'Souza, Elmer V Bernstam, Jeffrey R Curtis, Alva O Ferdinand, Cason Schmit

Faculty, Staff and Student Publications

Objective: High-quality patient matching from several sources without a common identifier (ID) requires interactive record linkage (RL) using a hybrid human-computer system. MiNDFIRL (MInimum Necessary Disclosure For Interactive Record Linkage) is a hybrid prototype software system that facilitates maximizing linkage accuracy while minimizing information disclosure. We present and evaluate MiNDFIRL using two real-world case studies.

Materials and methods: Two user studies were conducted linking 10,000 data pairs from EHR data and 18,240 unique patient IDs from patient generated data. After automated RL, manual review was conducted by three teams of four reviewers (12 total) using MiNDFIRL to resolve potential matches …

Monte Carlo Simulations Of Geometric Deformation Of Harrison-Anderson-Mick Applicators Used In Intraoperative Radiation Therapy, Benjamin Insley, Brett Bocian, Sam Beddar, Reza Reiazi, Patrick James Jensen, Rachael M Martin-Paulpeter, Joshua Scott Niedzielski, David Flint, Gabriel Oliveira Sawakuchi, Luis Augusto Perles

Faculty, Staff and Student Publications

Background: The Harrison-Anderson-Mick (HAM) applicator is a high-dose-rate intraoperative radiotherapy (HDR-IORT) applicator used to position Ir-192 brachytherapy sources over surgically-accessed tumor volumes or post-resection tumor beds. Because of the lack of a 3D imaging system, dwell times are optimized pre-surgery by a TG-43-based treatment planning system (TPS) that assumes a perfectly flat applicator surface surrounded by an infinite water phantom. These assumed conditions are disparate from typical treatment conditions, especially in the pelvic regions, which often involve uneven patient surfaces and superficial irradiations with little to no backscatter material.

Purpose: Develop and validate a Monte Carlo (MC) model of HDR-IORT …

Does Reducing Videofluoroscopy Frame Rate Affect Dige/St Grades In Modified Barium Swallow Studies?, Shitong Mao, Carla L Warneke, Sheila N Buoy, Ariana J Sahli, Brinda Rao Korivi, Carly E A Barbon, Kristy K Brock, Katherine A Hutcheson

Faculty, Staff and Student Publications

Understanding the effects of reduced frame rates on the reliability of Modified Barium Swallow (MBS) ratings for swallowing safety and efficiency is essential for clinical practice. While previous research has examined frame rate (simulated pulse rates) implications concerning penetration, aspiration, and residue ratings, the impact on summary grading systems like the Dynamic Imaging Grade of Swallowing Toxicity (DIGEST) remains unclear. This study analyzed a total of 315 full MBS videos collected from 278 patients, and 76.25% of patients were diagnosed with head and neck cancer (mean age 62.51 years, SD 8.53; 12.23% female). We performed pairwise comparisons of DIGEST grades …

Smags-Lasso: A Novel Feature Selection Method For Sensitivity Maximization In Early Cancer Detection, Hamid Khoshfekr Rudsari, Sara Khorami-Sarvestani, Johannes F Fahrmann, James P Long, Samir Hanash, Kim-Anh Do, Ehsan Irajizad

Faculty, Staff and Student Publications

Background: Sensitivity and specificity are foundational metrics for cancer detection tools. However, most machine learning algorithms prioritize overall accuracy during optimization, which fails to align with clinical priorities of early detection. We aim to develop a feature selection machine learning algorithm while maximizing sensitivity at a given specificity.

Methods: We developed SMAGS-LASSO, a machine learning algorithm that combines our developed Sensitivity Maximization at a Given Specificity (SMAGS) framework with L1 regularization for feature selection. This approach simultaneously optimizes sensitivity at user-defined specificity thresholds while performing feature selection. SMAGS-LASSO utilizes a custom loss function with L1 regularization and multiple parallel optimization …

Experimental Design And Control Methods For Dose Rate Optimization In A Synchrotron-Based Proton Therapy Beamline, Jason Tang, Daniel Liu, Jacob Mathew, Sabrina Campelo, Lawrence Bronk, Paige Taylor, Yuting Li, Fada Guan

Faculty, Staff and Student Publications

Background: Ultra-high dose rate radiotherapy (typically defined >40 Gy/s) has shown promise for enhanced normal tissue sparing while maintaining tumor control, termed the FLASH effect when this biological response is observed. However, precise dose rate control remains a technical challenge in proton therapy systems, particularly for research applications investigating dose rate effects.

Purpose: To develop and validate a passive beam modulation technique using tungsten scatterers for controllable dose rate adjustment in a synchrotron-based proton therapy beamline without modifying accelerator parameters.

Methods: We investigated dose rate modulation using tungsten foils of varying thicknesses (0.1-3.5 mm) positioned upstream in an 87.2 MeV …

Activity-Dependent Transit Dose Assessment In 192ir High-Dose-Rate Brachytherapy Surface Applicator Using Gafchromictm Ebt4 Film, Daniel Liu, Emily Draeger, Christopher J Tien, Fada Guan

Faculty, Staff and Student Publications

Purpose: To characterize the newly released GafChromicTM EBT4 film for transit dose measurement in high-dose rate brachytherapy (HDR-BT) surface applicators and to systematically investigate the relationship between transit dose and 192Ir source activity.

Methods: EBT4 film was used to measure dose at 3 mm depth from a horizontally oriented Leipzig-style surface applicator connected to a 192Ir HDR-BT remote afterloading unit. Transit dose was systematically characterized across eight different source activities ranging from 3.372 to 9.716 Ci (13,724 U to 39,544 U) using measurements with seven nominal dwell times (5-100 seconds, scaled to 10 Ci (40,700 U)). Transit dose was derived …

Normalization Of Temperature Effects For Quality Assurance Of Quantitative Prostate Apparent Diffusion Coefficient Imaging Across Multiple Sites, Ken-Pin Hwang, Joshua Yung, R Jason Stafford, Caroline Chung, Aradhana M Venkatesan

Faculty, Staff and Student Publications

Background: Apparent Diffusion Coefficient (ADC) as measured by diffusion weighted imaging is known to negatively correlate with prostate tumor aggressiveness. Heterogeneity in system and protocol performance causes potential variability in ADC acquired across a large scanner network, prompting a need to evaluate quantitative ADC from a prostate-specific MR diffusion protocol as part of quality assurance (QA). Due to the temperature dependence of ADC, repeatability and reproducibility assessments typically require phantoms to maintain a temperature of 0°C, imposing a considerable burden when assessing large numbers of scanners.

Purpose: To develop a QA procedure at room temperature for assessing the reproducibility of …

Neighborhood-Level Social Vulnerability, Race And Ethnicity, And Stage At Diagnosis: A Population-Based Study Of 12,957 Patients With Oral Cavity Cancer, Guillermo A Tortolero, Erich M Sturgis, Jose-Miguel Yamal, Melissa F Peskin, Cici Bauer, Caitlin C Murphy

Faculty, Staff and Student Publications

Background: Oral cavity cancer (OCC) is marked by racial and ethnic disparities. We examined these differences in OCC stage at diagnosis and whether neighborhood-level social vulnerability, a measure of susceptibility to hardship at the census-tract level, modifies disparities.

Methods: We identified adults newly diagnosed with OCC (1995 to 2020) from the Texas Cancer Registry. We estimated the association between stage at diagnosis and race and ethnicity using logistic regression and assessed effect modification by neighborhood-level social vulnerability.

Results: The sample included 12,957 reported OCC cases, 77% non-Hispanic White, 6% non-Hispanic Black, and 14% Hispanic patients, and 47.4% late stage at …