Digital Commons Network^™

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 …

Dna Methylation Markers Of Insulin Resistance Surrogate Measures In The Atherosclerosis Risk In Communities (Aric) Study, Jeewoen Shin, Jan Bressler, Megan L Grove, Michael Brown, Elizabeth Selvin, James S Pankow, Myriam Fornage, Alanna C Morrison, Chloé Sarnowski

Faculty, Staff and Student Publications

Insulin resistance (IR) is a risk factor for cardiovascular diseases and type 2 diabetes. Associations between DNA methylation (DNAm) and IR have been less studied in African ancestry (AA) populations than those of European ancestry (EA). We aimed to identify associations between whole blood DNAm and IR in up to 1,811 AA and 964 EA participants from the Atherosclerosis Risk in Communities (ARIC) study. We quantified IR using three surrogate measures: the homeostasis model assessment of insulin resistance (HOMA-IR), the triglyceride-glucose index (TyG), and the triglyceride glucose-body mass index (TyG-BMI). We used ancestry-stratified linear regression models to conduct epigenome-wide association …

Comparative Value Of Echocardiography Vs. Right Heart Catheterization In Heart Failure With Preserved Ejection Fraction, Nathanael Tran, Mohammad Shaar, Hussein Al-Sudani, Ramy Sedhom, Hamza Akhtar, Kevin Bryan Lo, Gregg S. Pressman

Einstein Health Papers

BACKGROUND: Echocardiography and right heart catheterization (RHC) are useful in the evaluation of heart failure with preserved ejection fraction (HFpEF). We compared the two among decompensated HFpEF patients to determine their relative value in predicting all-cause mortality and a composite of cardiovascular (CV) death and heart failure (HF) readmission at 1 year.

METHODS: One hundred seventy-eight decompensated HFpEF patients who underwent both procedures and survived to hospital discharge were retrospectively identified. Hospital records and the National Death Index were queried to determine outcomes. Echocardiographic and invasive parameters were tested for significant associations with each outcome. Additionally, three predictive models were …

Understanding Dental Hygienists’ Knowledge, Attitudes, And Practices Regarding Hpv Vaccination, Paula M Cuccaro, Jihye Choi, Kawtar Zouaidi, Efrat K Gabay, Michael Mackert, Josefine Ortiz Wolfe

Faculty, Staff and Student Publications

The American Dental Association and American Academy of Pediatric Dentistry encourage oral health professionals to strongly recommend human papillomavirus (HPV) vaccination to prevent HPV-associated oropharyngeal cancer. This study examined oral health professionals' knowledge, attitudes, and practices regarding HPV vaccination. We used purposive sampling to recruit participants through state and national oral health societies and social media platforms. Flyers outlining eligibility criteria were distributed, and eligible participants completed an online survey. Primary measures included participants' HPV-related knowledge, attitudes, and practices, and willingness to receive HPV-related training and recommend HPV vaccination to patients, including parents of adolescents. Only responses from dental hygienists …

Detection Of Phase-Binning And Interpolation Artifacts In 4-Dimensional Computed Tomography Imaging Using Deep Learning And Rule-Based Approaches, Jorge Cisneros, Nathan H. Feldt, Yevgeniy Vinogradskiy, Richard Castillo, Edward Castillo

Department of Radiation Oncology Faculty Papers

BACKGROUND: Four-dimensional computed tomography (4DCT) imaging is a crucial component to lung cancer radiotherapy planning and enables CT-ventilation-based functional avoidance planning to mitigate radiation toxicity. However, 4DCT scans are frequently impaired by acquisition artifacts that corrupt downstream analyses that depend on lung segmentation and deformable image registration, such as CT-ventilation and dose accumulation.

PURPOSE: This study develops 3D deep learning models to identify phase-binning artifacts at the voxel level and a heuristic, rule-based method to identify interpolation slices within 4DCT images.

METHODS: We introduce a generator that systematically inserts synthetic phase-binning and interpolation artifacts into any artifact-free breathing phase obtained …

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 …

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 …

Kras Inhibition Activates An Actionable Cd24 "Do Not Eat Me" Signal In Pancreatic Cancer, Yongkun Wei, Minghui Liu, Er-Yen Yen, Jun Yao, Zhenzhen Xun, Phuoc T Nguyen, Xiaofei Wang, Zecheng Yang, Abdelrahman Yousef, Dean Pan, Yanqing Jin, Ching-Fei Li, Madelaine S Theardy, Jangho Park, Yiming Cai, Mitsunobu Takeda, Matthew Vasquez, Elizabeth M Park, David H Peng, Yong Zhou, Hong Zhao, Timothy P Heffernan, Andrea Viale, Huamin Wang, Stephanie S Watowich, Han Liang, Dan Zhao, Ronald A Depinho, Wantong Yao, Haoqiang Ying

Faculty, Staff and Student Publications

KRASG12C inhibitors (G12Ci) have produced encouraging, albeit modest and transient, clinical benefit in pancreatic ductal adenocarcinoma (PDAC). Identifying and targeting resistance mechanisms to G12Ci treatment is therefore crucial. To better understand the function of KRASG12C and possible G12Ci bypass mechanisms, we developed an autochthonous KRASG12C-driven PDAC model. Compared to the classical KRASG12D PDAC model, the G12C model exhibits slower tumor growth, yet similar histopathological and molecular features. Aligned with clinical experience, G12Ci treatment of KRASG12C tumors produced modest impact despite stimulating a ‘hot’ tumor immune microenvironment. Immunoprofiling revealed that CD24, a ‘don’t eat me’ signal, is significantly upregulated on cancer …

Evidence For Improved Dna Repair In The Long-Lived Bowhead Whale, Denis Firsanov, Max Zacher, Xiao Tian, Todd L Sformo, Yang Zhao, Gregory Tombline, J Yuyang Lu, Zhizhong Zheng, Luigi Perelli, Enrico Gurreri, Li Zhang, Jing Guo, Anatoly Korotkov, Valentin Volobaev, Seyed Ali Biashad, Zhihui Zhang, Johanna Heid, Alexander Y Maslov, Shixiang Sun, Zhuoer Wu, Jonathan Gigas, Eric C Hillpot, John C Martinez, Minseon Lee, Alyssa Williams, Abbey Gilman, Nicholas Hamilton, Ekaterina Strelkova, Ena Haseljic, Avnee Patel, Maggie E Straight, Nalani Miller, Julia Ablaeva, Lok Ming Tam, Chloé Couderc, Michael R Hoopmann, Robert L Moritz, Shingo Fujii, Amandine Pelletier, Dan J Hayman, Hongrui Liu, Yuxuan Cai, Anthony K L Leung, Zhengdong Zhang, C Bradley Nelson, Lisa M Abegglen, Joshua D Schiffman, Vadim N Gladyshev, Carlo C Maley, Mauro Modesti, Giannicola Genovese, Mirre J P Simons, Jan Vijg, Andrei Seluanov, Vera Gorbunova

Faculty, Staff and Student Publications

At more than 200 years, the maximum lifespan of the bowhead whale exceeds that of all other mammals. The bowhead is also the second-largest animal on Earth1, reaching over 80,000 kg. Despite its very large number of cells and long lifespan, the bowhead is not highly cancer-prone, an incongruity termed Peto’s paradox2. Here, to understand the mechanisms that underlie the cancer resistance of the bowhead whale, we examined the number of oncogenic hits required for malignant transformation of whale primary fibroblasts. Unexpectedly, bowhead whale fibroblasts required fewer oncogenic hits to undergo malignant transformation than human fibroblasts. …

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 …

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 …

Personalized Risk Prediction For Cancer Survivors: A Generalized Bayesian Semi-Parametric Model Of Recurrent Events With Competing Outcomes, Nam Hoai Nguyen, Seung Jun Shin, Elissa Dodd-Eaton, Jing Ning, Wenyi Wang

Faculty, Staff and Student Publications

Multiple primary cancers are increasingly more frequent due to improved survival of cancer patients. Characteristics of the first primary cancer largely impact the risk of developing subsequent primary cancers. Hence, model-based risk characterization of cancer survivors that captures patient-specific variables is needed for healthcare policy making. We propose a Bayesian semi-parametric framework, where the occurrence processes of the competing cancer types follow independent non-homogeneous Poisson processes and adjust for covariates including the type and age at diagnosis of the first primary. Applying this framework to a historically collected cohort with families presenting a highly enriched history of multiple primary tumors …

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, …

Forecasting Chemoradiation Response Midtreatment For High-Grade Gliomas Through Patient-Specific Biology-Based Modeling, David A Hormuth, Maguy Farhat, Bikash Panthi, Holly Langshaw, Mihir D Shanker, Wasif Talpur, Sara Thrower, Jodi Goldman, Sophia Ty, Calliope Custer, Jeanne Kowalski, Thomas E Yankeelov, Caroline Chung

Faculty, Staff and Student Publications

Purpose: The entire course of radiation therapy (RT) for high-grade glioma (HGG) is currently derived from pre-RT magnetic resonance imaging (MRI). Although it is possible to adapt RT during the course of treatment, it is often guided only by anatomical changes to the tumor. This study seeks to determine if a biology-based mathematical model, parameterized by patient-specific, multiparametric MRI (mpMRI) data, can accurately forecast HGG response during RT.

Methods and materials: Twenty one patients with HGG planned for 6 weeks of concurrent RT and chemotherapy were imaged weekly with mpMRI during RT and at 1, 2, and 3 months post-RT. …

Standardized Research Electronic Cigarette Acceptability Among Adult Men And Women Who Smoke Combustible Cigarettes, Jason D Robinson, Yong Cui, Maher Karam-Hage, Janice A Blalock, Sanjay Shete, George Kypriotakis, Peiying Yang, Paul M Cinciripini

Faculty, Staff and Student Publications

Objective: The U.S. electronic cigarette marketplace is diverse and has evolved rapidly. To provide a standardized research model, the U.S. National Institute on Drug Abuse developed the Standard Research E-Cigarette (SREC). This study characterized potential gender differences in product use, acceptability, reinforcement, and nicotine dependence symptoms when switching from combustible cigarettes (CCs) to nicotine and placebo SRECs.

Method: In total, 169 adults (82 women) who smoke were enrolled in this all-remote randomized double-blind crossover trial. During Weeks 1-2, participants used their usual brand cigarettes (UBCs). During Weeks 3-4 and 5-6, they were instructed to use the tobacco-flavored SREC (either nicotine …

Utility Of Serum Matrix Metalloproteinase-7 As A Biomarker In Cholestatic Infants With Congenital Heart Disease, Sindhu Pandurangi, Michael E Kim, Nicolas Noriega, Bradley Conant, Jangdong Seo, Reena Mourya, Pranavkumar Shivakumar, Anna L Peters, Andrew Misfeldt, Meghan Chlebowski

Faculty, Staff and Student Publications

Background: Matrix metalloproteinase 7 (MMP-7) is a novel biomarker for diagnosis of biliary atresia (BA), the most common cholestatic liver disease in infancy. There is a pressing need to determine the utility of MMP-7 levels in infants with congenital heart disease (CHD) to avoid unnecessary invasive diagnostic procedures in this high-risk population. We investigated the utility of MMP-7 in discriminating BA from non-BA cholestasis in infants with CHD and whether MMP-7 elevation was present in infants requiring treatment for clinically significant PH.

Methods: This is a single-center cross-sectional study including infants < 180 days of age with cholestasis and serum MMP-7 levels collected from 2019 to 2023. Demographic data and descriptive statistics were summarized with medians with interquartile ranges and frequencies with percentages. Median MMP-7 levels were assessed via Wilcoxon rank-sum test.

Results: A total of 149 patients were included. Patients …

Pancreatic Cancer-Related Diabetes And Type 2 Diabetes Differ In Multiple Aspects Of Glucose Homeostasis, Frederico G S Toledo, Yisheng Li, Fuchenchu Wang, Melena D Bellin, Randall Brand, Kenneth Cusi, William Fisher, Yogish C Kudva, Walter G Park, Zeb I Saeed, Dhiraj Yadav, Robert V Considine, Sarah C Graham, Dana K Andersen, Jose Serrano, Mark O Goodarzi, Phil A Hart

Faculty, Staff and Student Publications

Aims/hypothesis: Pancreatic ductal adenocarcinoma-related diabetes mellitus (PDAC-DM) is a paraneoplastic syndrome with a poorly understood pathophysiology. PDAC-DM is often clinically confused with type 2 diabetes, resulting in delayed cancer detection and poorly individualised hyperglycaemia treatment. We investigated whether these forms of diabetes can be distinguished at the metabolic level.

Methods: Adults with either cancer treatment-naive PDAC-DM (n=28) or type 2 diabetes (n=97), and with diabetes onset within 3 years, underwent mixed-meal tolerance tests to investigate glucose metabolism. Outcomes included insulin sensitivity (Matsuda index), insulin secretion (insulinogenic index), beta cell function (oral disposition index), insulin clearance, and postprandial glucagon, glucagon-like peptide-1 …

Sars-Cov-2 Rna-Binding Protein Suppresses Extracellular Mirna Release, Hyejin Mun, Chang Hoon Shin, Qingxuan Fei, Andrea Estefania Lopez Giraldo, Kyoung-Min Choi, Ji Won Lee, Kyungmin Kim, Kyung-Won Min, Leilei Shi, Mark T Bedford, Dong-Chan Kim, Yoo Lim Chun, Seonghyun Ryu, Dongin Kim, Jeong Ho Chang, Ryan T Westrope, Michelle Shay, Edward Nguyen, Junho K Hur, Abigail Agyenda, Nam Chul Kim, Sung-Ung Kang, Woonghee Lee, Je-Hyun Yoon

Faculty, Staff and Student Publications

SARS-CoV-2 is the betacoronavirus causing the COVID-19 pandemic. Although the SARS-CoV-2 genome and transcriptome were reported previously, the function of individual viral proteins is largely unknown. Utilizing biochemical and molecular biology methods, we identified that four SARS-CoV-2 RNA-binding proteins (RBPs) regulate the host RNA metabolism by direct interaction with mature miRNA let-7b revealed by Nuclear Magnetic Resonance spectroscopy (NMR). SARS-CoV-2 RBP Nsp9 primarily binds mature miRNA let-7b, a direct ligand of the Toll-like Receptor 7 (TLR7), one of the potential SARS-CoV-2 therapeutics. Nsp9 suppresses host gene expression possibly by promoting let-7b-mediated silencing of a cellular RNA polymerase, POLR2D. In addition, …

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 …

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 …

Prospective Trial Of Cerebrospinal Fluid Filtration After Aneurysmal Subarachnoid Hemorrhage Via Lumbar Catheter Extension (Pillar-Xt), Spiros L Blackburn, Marc A Babi, Andrew W Grande, Omar A Choudhri, Erik F Hauck, Christopher P Kellner, Michael C Giordano, Shivanand P Lad, Aaron R Mccabe

Faculty, Staff and Student Publications

Background: There is a growing consensus that blood in the cerebrospinal fluid (CSF) is deleterious to outcomes in patients with aneurysmal subarachnoid hemorrhage. The extracorporeal filtration of subarachnoid hemorrhage via spinal catheter extension study evaluated the safety, tolerability, and filtration curve of blood and its lysis products from hemorrhagic CSF using the Neurapheresis CSF Management System.

Methods: After aneurysm repair, a dual-lumen intrathecal catheter was inserted into the study participant's spinal canal. CSF was extracorporeally filtered for up to 72 h, removing blood products from the lumbar cistern, and reintroducing filtered CSF to the thoracic subarachnoid space. Neurological examinations were …

Early Identification For Spasticity Patient Referral Needs: An Inter-Rater Reliability Study Of The Post-Stroke Spasticity Referral Tool, Jorg Wissel, Atul Patel, Ganesh Bavikatte, Xiao Li, Sophie L Musson, Elizabeth Torres, Nabilah Alibhai, Tiziana Musacchio, Gerard E Francisco

Faculty, Staff and Student Publications

Background: The post-stroke spasticity (PSS) Referral Tool was developed to assist health care professionals in the early identification of patient referral needs. An inter-rater reliability (IRR) study using videos of patients with different stages of or without predictors of PSS was performed to validate its utility in clinical practice.

Research design and methods: This prospective study had 3 parts: patient video production (Part A); expert panel classification of patient videos into PSS Referral Tool categories (Part B; Urgent Referral [UR; red], Routine Referral [RR; yellow], Periodic Monitoring [PM; green]), and an IRR analysis from global clinician raters (Part C). IRR …

Real-World Disease Burden And Health Care Resource Utilization For Patients With Barth Syndrome, Lindsay Marjoram, Yonglin Huang, Mary Kay Koenig, Bruce H Cohen, Eric Anderson

Faculty, Staff and Student Publications

Background: Barth syndrome (BTHS) is an ultra-rare, X-linked genetic disorder for which there is limited economic data. Because compiling such data that target rare indications is difficult, we assessed real-world data to increase understanding of the cost of BTHS based on disease burden and health care resource utilization (HCRU).

Methods: A search of the published medical literature identified individual case studies and registry data used to assess the burden of disease and potential costs associated with BTHS, including the potential ability of developing treatments to positively impact those costs. In addition, a claims database analysis was conducted to assess HCRU …

Fast And Accurate Measurement Of Small Field Dosimetry Using A Novel Scintillation Detector, Yiding Han, Jingzhu Xu, Yao Hao, Baozhou Sun

2020-Current year OA Pubs

BACKGROUND: The most used instruments for small-field dosimetry have notable limitations, including the need for correction of output factors, limited scanning speeds, and challenges in alignment for percentage depth dose (PDD) measurements, particularly for extremely small fields. However, plastic scintillation detectors (PSDs) are an attractive alternative for small-field dosimetry due to their correction-free nature, linear dose response, and fast response time.

PURPOSE: This study evaluates the robustness and accuracy of the dosimetric measurements using a new water-equivalent PSD in small-field dosimetry. The study also aims to report accurate measurements of output factors, profiles, and an indirect method for measuring PDD …

Molecular And Immunological Features Associated With Long-Term Benefits In Metastatic Nsclc Patients Undergoing Immune Checkpoint Blockade, Pedro Rocha, Rafael Bach, Laura Masfarré, Sharia Hernandez, Nil Navarro-Gorro, Adrià Rossell, Xavier Villanueva, Mario Giner, Ignacio Sanchéz, Miguel Galindo, Raúl Del Rey-Vergara, Albert Iñañez, Beatriz Sanchéz-Espiridion, Wei Lu, Ariadna Acedo-Terrades, Pau Berenguer-Molins, Albert Sánchez-Font, Roberto Chalela, Victor Curull, Álvaro Taus, Max Hardy-Werbin, Mark Sausen, Andrew Georgiadis, James White, Jennifer B Jackson, Laura Moliner, Sergi Clavé, Beatriz Bellosillo, Ana Rovira, Ignacio Wistuba, Luisa M Solis Soto, Júlia Perera-Bel, Edurne Arriola

Faculty, Staff and Student Publications

Introduction: Immunotherapy is firmly established as a treatment regimen in various solid tumors, driven by its exceptional benefits in a selected group of patients. Despite widespread adoption of immune checkpoint blockade (ICB) across diverse solid tumors, the quest for a clinically informative biomarker for long-term benefit remains unmet.

Methods: A total of 49 patients with metastatic NSCLC treated with ICB were included. Long-term (LTR) and short-term responders (STR) were defined as those with a response to ICB lasting more than 24 months or less than 6 months, respectively. Longitudinal blood specimens were collected before ICB treatment initiation and early-on treatment. …

Tubulin Regulates Stability And Localization Of Stmn2 By Binding Preferentially To Its Soluble Form, Xiang Deng, Gary A Bradshaw, Marian Kalocsay, Timothy Mitchison

Faculty, Staff and Student Publications

The small, tubulin-binding protein STMN2 is highly expressed in neurons and is implicated in amyotrophic lateral sclerosis. STMN2 degrades rapidly and accumulates at axotomy sites, suggesting fast turnover is crucial for its neuroprotective function. We show that STMN2 was primarily degraded by the ubiquitin-proteasome system. Its membrane-targeting N-terminal domain promoted fast turnover, whereas its tubulin-binding domain promoted stabilization. Proximity labeling and imaging showed that tubulin binding reduced STMN2 targeting to trans-Golgi network membranes. Pull-down assays showed that tubulin binds preferentially to soluble over membrane-bound STMN2. Our observations suggest that STMN2 interconverts between a soluble, tubulin-bound form and a membrane-bound, tubulin-free …

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 …

Secretory Iga Dysfunction Underlies Poor Prognosis In Fusobacterium-Infected Colorectal Cancer, Ilseok Choi, Kyung-A Kim, Sang Cheol Kim, Donghwan Park, Ki Taek Nam, Jun Hyung Cha, Seungbyn Baek, Junha Cha, Hye-Yeong Jo, Minsun Jung, Melody Y Zeng, Irina Matei, Susan Bullman, Joong Bae Ahn, Yoon Dae Han, Han Sang Kim, Insuk Lee

Faculty, Staff and Student Publications

Fusobacterium nucleatum (Fn) is commonly enriched in colorectal cancer (CRC) and associated with poor outcomes, though its mechanisms remain unclear. Our study investigated how Fn affects the tumor microenvironment through single-cell transcriptomic analyses of 42 CRC patient tissues, comparing Fn-positive and Fn-negative tumors. We discovered that Fn impairs IgA plasma cell development and secretory IgA (sIgA) production by disrupting communication with tumor-associated macrophages. Additional experiments in germ-free mice, together with our re-analysis of a publicly available single-cell RNA-seq data set from a CRC mouse model with an intact gut microbiome–both models having been orally gavaged with Fn–jointly validated the causal …

Phenotypic Variability And Paternal Inheritance Of A Chd8 Variant Causing Intellectual Developmental Disorder With Autism And Macrocephaly Confirmed By Epigenetic And Structural Analyses, Yutaka Furuta, Jonathan H Sheehan, Et Al.

2020-Current year OA Pubs

BACKGROUND: Intellectual developmental disorder with autism and macrocephaly (IDDAM, OMIM #615032) is an autosomal dominant neurodevelopmental disorder characterized primarily by intellectual disability, autism spectrum disorder, macrocephaly, tall stature, gastrointestinal symptoms, and variable neurological manifestations. Most cases result from de novo pathogenic variants in CHD8.

METHODS: We conducted genome sequencing through the Undiagnosed Diseases Network (UDN) in a female proband harboring a CHD8 variant of uncertain significance (VUS), whose clinical presentation was consistent with IDDAM but included atypical features such as ptosis and hearing loss. Variant pathogenicity was further evaluated using EpiSign DNA methylation analysis and structural biology modeling.

RESULTS: Genome …

Functional Connectivity Associations With Markers Of Disease Progression In Grn Pathogenic Variant Carriers, Taru M Flagan, Nupur Ghoshal, Et Al.

2020-Current year OA Pubs

OBJECTIVE: Autosomal dominant progranulin (GRN) pathogenic variants are a genetic cause of frontotemporal lobar degeneration. Though clinical trials for GRN-related therapies are underway, there is an unmet need for biomarkers that can predict symptom onset and track disease progression. We previously showed that asymptomatic GRN variant carriers exhibit thalamocortical hyperconnectivity that increases with age, presumably as they are approaching symptom onset. Whether hyperconnectivity arises concomitantly with markers of neurodegeneration remains unclear.

METHODS: Utilizing T1 and task-free functional magnetic resonance imaging from 49 asymptomatic and 26 symptomatic GRN variant carriers, we determined the relationships between functional connectivity, as measured by voxelwise …