Digital Commons Network^™

Deescalation Perils In Inflammatory Breast Cancer, Wendy A Woodward

Faculty, Staff and Student Publications

No abstract provided.

Phase I/Ii Study Of The Aurora Kinase A Inhibitor Alisertib And Pembrolizumab In Refractory, Rb-Deficient Head And Neck Squamous Cell Carcinomas, Faye M Johnson, Madison P O'Hara, Lacin Yapindi, Peixin Jiang, Hai T Tran, Alexandre Reuben, Weihong Xiao, Maura L Gillison, Xiaowen Sun, Alexander Khalaf, J Jack Lee, Jagannadha K Sastry, Soma Ghosh

Faculty, Staff and Student Publications

Purpose: Effective therapy for recurrent head and neck squamous cell carcinoma (HNSCC) that is refractory to chemotherapy and immunotherapy is a considerable need. Aurora kinase A inhibition leads to apoptosis and immunogenic cell death in preclinical models of human papilloma virus (HPV)-driven cancers.

Patients and methods: Alisertib was administered orally twice daily on days 1-7 and pembrolizumab on day 1 of a 21-day cycle to adults with advanced solid tumors (phase I) or with immunotherapy- and platinum-resistant, HPV-positive HNSCC (phase II).

Results: The recommended phase II alisertib dose was 40 mg, which had only the expected toxicity including cytopenia that …

Cardiovascular Disease In Adults With Osteogenesis Imperfecta: Clinical Characteristics, Care Recommendations, And Research Priorities Identified Using A Modified Delphi Technique, Lars Folkestad, Siddharth K Prakash, Sandesh C S Nagamani, Niels Holmark Andersen, Erin Carter, Jannie Dahl Hald, Riley J Johnson, Bente Langdahl, Eleanor M Perfetto, Cathleen Raggio, Stuart H Ralston, Robert A Sandhaus, Oliver Semler, Laura Tosi, Eric Orwoll

Faculty, Staff and Student Publications

Osteogenesis imperfecta (OI) is a multisystem disorder most often caused by pathogenic variants in genes that encode type I collagen. Type I collagen is abundant not only in bone but also in multiple tissues including skin, tendons, cornea, blood vessels, and heart. Thus, OI can be expected to affect cardiovascular system, and there are numerous reports of cardiovascular disease (CVD) in people with OI. However, there is no consensus on how CVD in OI should be assessed or managed. To fill this gap, a multidisciplinary group was convened to develop clinical guidance. The work included a systematic review of the …

Pharmacogenetic And Microrna Mechanisms Of Beta Blocker Use On Bone, Christine W Lary, Elizabeth J Atkinson, Jennifer Spillane, Zannatun Nayema, Tyler A Roy, Rebecca Peters, Griffin T Scott, Hongyu Chen, Archana Nagarajan, Aaron Brown, Katherine J Motyl, David G Monroe, Sundeep Khosla

Faculty, Staff and Students Publications

Motivated by studies showing an association between beta blocker (BB) use and positive bone outcomes, a pilot randomized control trial was performed at the Mayo Clinic which randomized postmenopausal women to placebo, propranolol (40 or 80 mg twice daily), atenolol (50 mg/d), or nebivolol (5 mg/d) to determine changes in bone turnover markers (BTMs) and in BMD over 20 wk. Pharmacogenetic effects and microRNA-mediated mechanisms involving beta adrenergic receptor and related genes have previously been found. We sought to validate these effects and discover new candidates in an ancillary study to the pilot clinical trial. We genotyped all participants and …

The Global Epidemiology And Health Burden Of The Autism Spectrum: Findings From The Global Burden Of Disease Study 2021, Global Burden Of Disease Study 2021 Autism Spectrum Collaborators, Lourdes Bernadette Tanchanco, Angel Belle Dy

Ateneo School of Medicine and Public Health Publications

Background

High-quality estimates of the epidemiology of the autism spectrum and the health needs of autistic people are necessary for service planners and resource allocators. Here we present the global prevalence and health burden of autism spectrum disorder from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 following improvements to the epidemiological data and burden estimation methods.

Methods

For GBD 2021, a systematic literature review involving searches in PubMed, Embase, PsycINFO, the Global Health Data Exchange, and consultation with experts identified data on the epidemiology of autism spectrum disorder. Eligible data were used to estimate prevalence …

Subendocardial Ischemia: Does Cmd Really Exist?, Nils P Johnson, K Lance Gould

Faculty, Staff and Student Publications

Patients with angina but without obstructive epicardial coronary disease still require a specific mechanistic diagnosis to enable targeted treatment. The overarching term "coronary microvascular dysfunction" (CMD) has been applied broadly - but is it correct? We present a series of case examples culminating a systematic exploration of our large clinical database to distinguish among four categories of coronary pathophysiology. First, by far the largest group of "no stenosis angina" patients exhibits subendocardial ischemia during intact flow through diffuse epicardial disease during dipyridamole vasodilator stress. Second, rare patients indeed have ischemic signs or symptoms due solely to reduced flow attributable to …

Improving Individualized Rhabdomyosarcoma Prognosis Predictions Using Somatic Molecular Biomarkers, Mark Zobeck, Javed Khan, Rajkumar Venkatramani, M Fatih Okcu, Michael E Scheurer, Philip J Lupo

Center for Medical Ethics and Health Policy Staff Publications

Purpose: Molecular markers increasingly influence risk-stratified treatment selection for pediatric rhabdomyosarcoma (RMS). This study aims to integrate molecular and clinical data to produce individualized prognosis predictions that can further improve treatment selection.

Methods: Clinical variables and somatic mutation data for 20 genes from 641 patients with RMS in the United Kingdom and the United States were used to develop three Cox proportional hazard models for predicting event-free survival (EFS). The Baseline Clinical (BC) model included treatment location, age, fusion status, and risk group. The Gene Enhanced 2 (GE2) model added TP53 and MYOD1 mutations to the BC predictors. The Gene …

Nrf2/Cyclooxygenase 2 Signaling In Cr(Vi)-Induced Carcinogenesis, Lei Zhao, Yi-Fang Wang, Andrea Adamcakova-Dodd, Peter Thorne, Ranakul Islam, Ke Jian Liu, Fei Chen, Jia Luo, Ling-Zhi Liu

Kimmel Cancer Center Faculty Papers

Long-term exposure to hexavalent chromium [Cr(VI)] has been linked to lung cancer, and cyclooxygenase-2 (COX-2) is a well-known inflammatory factor. However, the role and mechanism of COX-2 in Cr(VI)-induced carcinogenesis are not clear yet. To address this question, we employed a mouse model exposed to Cr(VI) through intranasal instillation of particulate zinc chromate (ZnCrO4) for 12 weeks. Metabolomics and RNA-seq assays revealed enhanced activity of the arachidonic acid (AA)/eicosanoid metabolism pathway in lung tissues from mice exposed to Cr(VI). COX-2, the key enzyme of the AA/eicosanoid pathway, was significantly upre- gulated in Cr(VI)-exposed lung tissues, as well as in the …

Uncovering Specific Genetic-Respiratory Disease Endotypes For Rheumatoid Arthritis Risk, Vanessa L Kronzer, Katrina A Williamson, Keigo Hayashi, Elizabeth J Atkinson, Cynthia S Crowson, Xiaosong Wang, Jing Cui, James R Cerhan, Jennifer A Sletten, Gregory C Mcdermott, Elena K Joerns, Robert Vassallo, John M Davis, Jeffrey A Sparks

Faculty, Staff and Students Publications

Objective: We aimed to identify specific genetic-respiratory disease endotypes for rheumatoid arthritis (RA) risk.

Methods: This case-control study used the Mass General Brigham (MGB) and Mayo Clinic (MC) Biobanks for discovery and replication, respectively. We matched criteria-confirmed incident RA cases to four non-RA controls on age, sex and health record history. Genetic exposures included the top 11 RA risk alleles, and a validated human leucocyte antigen (HLA) genetic risk score (GRS). We identified seven respiratory diseases by codes. Using logistic regression models adjusting for potential confounders, we estimated Rs with 95% CIs for the interactions between genetic and respiratory exposures …

Hospice Patients In The Emergency Department: Challenging High-Risk Encounters With Unanswered Questions And Unquestioned Answers, Jason K Bowman, Joan M Teno, Kei Ouchi

Faculty, Staff and Students Publications

No abstract provided.

Aperiodic (1/F) Neural Activity Robustly Tracks Symptom Severity Changes In Treatment-Resistant Depression, Carl Hacker, Madaline M Mocchi, Jiayang Xiao, Brian Metzger, Joshua Adkinson, Bailey Pascuzzi, Raissa Mathura, Denise Oswalt, Andrew Watrous, Eleonora Bartoli, Anusha Allawala, Victoria Pirtle, Xiaoxu Fan, Isabel Danstrom, Ben Shofty, Garrett Banks, Yue Zhang, Michelle Armenta-Salas, Koorosh Mirpour, Nicole Provenza, Sanjay Mathew, Jeffrey F Cohn, David Borton, Wayne Goodman, Nader Pouratian, Sameer Anil Sheth, Kelly R Bijanki

Faculty, Staff and Students Publications

Background: A reliable physiological biomarker for major depressive disorder is essential for developing and optimizing neuromodulatory treatment paradigms. In this study, we investigated a passive electrophysiologic biomarker that tracks changes in depressive symptom severity on the order of minutes to hours.

Methods: We analyzed brief recordings from intracranial electrodes implanted deep in the brain during a clinical trial of deep brain stimulation for treatment-resistant depression in 5 human participants (nfemale = 3, nmale = 2). This surgical setting allowed for precise temporal and spatial sensitivity in the ventromedial prefrontal cortex, a challenging area to measure. We focused on the aperiodic …

Testosterone Modulation Of Muscle Transcriptomic Profile During Lifestyle Therapy In Older Men With Obesity And Hypogonadism, Viola Viola, Tagari Samanta, Maria Liza Duremdes Nava, Alessandra Celli, Reina Armamento-Villareal, Ngoc Ho Lam Nguyen, Georgia Colleluori, Yoann Barnouin, Nicola Napoli, Clifford Qualls, Benny Abraham Kaipparettu, Dennis T Villareal

Faculty, Staff and Students Publications

Background: Testosterone replacement therapy (TRT) added to lifestyle therapy can mitigate weight-loss-induced reduction of muscle mass and bone mineral density (BMD) in older men with obesity and hypogonadism.

Objective: To investigate the molecular mechanisms underlying the attenuation of muscle and BMD loss in response to TRT during intensive lifestyle intervention in this high-risk older population.

Methods: Among 83 older (≥ 65 years) men with obesity (BMI ≥ 30 kg/m2) and hypogonadism (early AM testosterone persistently < 300 ng/dL) associated with frailty (Modified Physical Performance Test score ≤ 31) randomized into 26-week lifestyle therapy plus testosterone (LT+TRT) or placebo (LT+Pbo) in the LITROS trial, 38 underwent serial muscle biopsies for the muscle transcriptomics substudy.

Results: Despite similar ~10% weight loss, lean body mass and thigh muscle volume decreased less in LT+TRT than LT+Pbo (-2% vs. -4%, respectively; p = …

Exploring Individual Differences In Amygdala-Mediated Memory Modulation, Martina K Hollearn, Joseph R Manns, Lou T Blanpain, Stephan B Hamann, Kelly Bijanki, Robert E Gross, Daniel L Drane, Justin M Campbell, Krista L Wahlstrom, Griffin F Light, Aydin Tasevac, Phillip Demarest, Peter Brunner, Jon T Willie, Cory S Inman

Faculty, Staff and Students Publications

Amygdala activation by emotional arousal during memory formation can prioritize events for long-term memory. Building upon our prior demonstration that brief electrical stimulation to the human amygdala reliably improved long-term recognition memory for images of neutral objects without eliciting an emotional response, our study aims to explore and describe individual differences and stimulation-related factors in amygdala-mediated memory modulation. Thirty-one patients undergoing intracranial monitoring for intractable epilepsy were shown neutral object images paired with direct amygdala stimulation during encoding with recognition memory tested immediately and one day later. Adding to our prior sample, we found an overall memory enhancement effect without …

Comparative Single-Cell Analysis Reveals Tendon Progenitor Dysfunction By Age-Associated Oxidative Stress And Its Restoration By Antioxidant Treatments, Youngjae Jeong, Dongwook Yang, Jea Giezl Solidum, Laura Ortinau, Dongsu Park

Faculty, Staff and Students Publications

Impaired healing of adult tendons with fibrosis remains clinical challenges while neonatal tendons have full functional restoration. However, age-associated cellular and molecular changes in tendon cells and tendon stem/progenitor cells (TSPCs) remain unknown. Here, comparative single cell transcriptomics of early postnatal (2 weeks old) and adult (20 weeks old) mouse tendons revealed that adult tendons have reduced number of TSPCs, decreased gene expression in tendon and cartilage development, and a greater population of fibro-tenogenic cells. Notably, adult TSPCs and tenocytes exhibit increased expression of immune-response and oxidative-stress genes with higher EGFR but decreased IGF signaling. Adult tendon cells show increased …

In Vitro Hydrolysis Of Areca Nut Xenobiotics In Human Liver, Vincenzo Paolillo, Mahendran Jayakumar, Colton Sheperd, Andrew Tran, Stephanie Hoang, Nhu Dao, Parag Jain, Alan L Myers

Faculty, Staff and Student Publications

Areca nut (AN) is a substance of abuse consumed by millions worldwide, in spite of established oral and systemic toxicities associated with its use. Previous research demonstrates methyl ester alkaloids in the AN, such as arecoline and guvacoline, exhibit mood-altering and toxicological effects. Nonetheless, their metabolism has not been fully elucidated in humans. In the present study, an HPLC-UV bioanalytical method was developed to evaluate the hydrolytic kinetics and clearance rates of arecoline and guvacoline in human liver microsomes (HLM) and cytosol (HLC). The bioassay was capable of quantifying arecoline and guvacoline (and carboxylate metabolites arecaidine and guvacine, respectively) with …

Plasma Proteomic Characterization Of Motoric Cognitive Risk And Mild Cognitive Impairment, Gabriela T Gomez, Sanish Sathyan, Jingsha Chen, Myriam Fornage, Pascal Schlosser, Zhongsheng Peng, Jenifer Cordon, Priya Palta, Kevin J Sullivan, Adrienne Tin, B Gwen Windham, Rebecca F Gottesman, Nir Barzilai, Sofiya Milman, Joe Verghese, Josef Coresh, Keenan A Walker

Faculty, Staff and Student Publications

INTRODUCTION: Motoric cognitive risk (MCR) is a pre-dementia syndrome characterized by mobility and cognitive dysfunction. This study conducted a proteome-wide study of MCR and compared the proteomic signatures of MCR to that of mild cognitive impairment (MCI).

METHODS: Participants were classified as MCR using a memory questionnaire and 4-meter walk. We measured 4877 plasma proteins collected during late-life and midlife. Multivariable logistic regression related each protein to late-life MCR/MCI. MCR-associated proteins were replicated internally at midlife and in an external cohort.

RESULTS: Proteome-wide analysis (n = 4076) identified 25 MCR-associated proteins. Eight of these proteins remained associated with late-life MCR …

Active Versus Passive Learning In Large-Group Sessions In Medical School: A Randomized Cross-Over Trial Investigating Effects On Learning And The Feeling Of Learning, Peter Boedeker, Tobias Schlingmann, Joshua Kailin, Ajith Nair, Cara Foldes, David Rowley, Katherine Salciccioli, Ronald Maag, Nancy Moreno, Nadia Ismail

Faculty, Staff and Students Publications

Purpose: The evidence base for active learning in medical education is based largely on trials with suspect internal validity. We empirically compared the learning and feeling of learning of participants when in large-group interactive sessions and passive lectures using a rigorous trial capable of providing an unambiguous assessment of effect. Further, we evaluated if there was a differential effect based on prior achievement.

Materials and method: We conducted a two-day randomized cross-over trial with 146 s-year medical students. Passive learning involved lecture-based case presentation with minimal interaction; in the large-group interactive session, students worked in teams on the same cases. …

Implementation Of Electronic Triggers To Identify Diagnostic Errors In Emergency Departments, Viralkumar Vaghani, Ashish Gupta, Usman Mir, Li Wei, Daniel R Murphy, Umair Mushtaq, Dean F Sittig, Andrew J Zimolzak, Hardeep Singh

Faculty, Staff and Students Publications

Importance: Missed diagnosis can lead to preventable patient harm.

Objective: To develop and implement a portfolio of electronic triggers (e-triggers) and examine their performance for identifying missed opportunities in diagnosis (MODs) in emergency departments (EDs).

Design, setting, and participants: In this retrospective medical record review study of ED visits at 1321 Veterans Affairs health care sites, rules-based e-triggers were developed and implemented using a national electronic health record repository. These e-triggers targeted 6 high-risk presentations for MODs in treat-and-release ED visits. A high-risk stroke e-trigger was applied to treat-and-release ED visits from January 1, 2016, to December 31, 2020. A …

Disease Activity Of Rheumatoid Arthritis And Kidney Function Decline: A Large Prospective Registry Study, Sho Fukui, Wolfgang C Winkelmayer, Sara K Tedeschi, Javier Marrugo, Hongshu Guan, Leslie Harrold, Heather J Litman, Tomohiro Shinozaki, Daniel H Solomon

Faculty, Staff and Students Publications

Introduction: Chronic kidney disease (CKD) is a common comorbidity of rheumatoid arthritis (RA). The association of longitudinal RA disease activity with long-term kidney function has remained uncertain.

Method: We analysed a multicentre prospective RA registry in the USA from 2001 to 2022. The exposure was updated time-averaged Clinical Disease Activity Index (TA-CDAI) categories from study enrolment. The primary outcome was a longitudinal estimated glomerular filtration rate (eGFR) change. Secondary outcomes included developments of CKD stage G3a (eGFR< 60 mL/min/1.73 m2) and stage G3b (eGFR< 45 mL/min/1.73 m2). Results were adjusted for relevant time-fixed and time-varying covariates.

Results: 31 129 patients (median age: 58.0 years, female: 76.3%, median eGFR: 90.7 mL/min/1.73 m2) contributed 234 973 visits and 146 778 person-years …

Hospital Commitments To Address Diagnostic Errors: An Assessment Of 95 Us Hospitals, Alexandra Campione Russo, Jean-Luc Tilly, Leah Kaufman, Melissa Danforth, Mark L Graber, J Matthew Austin, Hardeep Singh

Faculty, Staff and Students Publications

Background: Diagnostic errors are a leading cause of patient harm. In 2022, the Leapfrog Group published a report containing 29 evidence-based practices that hospitals can adopt to reduce diagnostic errors.

Objectives: To understand the extent to which US hospitals have already implemented these practices, we conducted a national pilot survey of Leapfrog-participating hospitals.

Methods: To reduce respondent burden, we divided the 29 practices across two surveys: one focused on organizational culture and structure (Domain 1), and the second focused on the diagnostic process itself (Domain 2).

Results: A total of 95 hospitals from 23 states responded to one or both …

Respiratory Syncytial Virus Disease Burden And Nirsevimab Effectiveness In Young Children From 2023-2024, Heidi L Moline, Ariana P Toepfer, Ayzsa Tannis, Geoffrey A Weinberg, Mary A Staat, Natasha B Halasa, Julie A Boom, Eileen J Klein, John V Williams, Jennifer E Schuster, Leah Goldstein, Erin R Mckeever, Casey Kalman, Clinton Paden, Lydia Atherton, Megha Aggarwal, Pavitra Roychoudhury, Pedro A Piedra, Leila C Sahni, Laura S Stewart, Rangaraj Selvarangan, Marian G Michaels, Elizabeth P Schlaudecker, Peter G Szilagyi, Janet A Englund, Benjamin R Clopper, Natalie J Thornburg, Gordana Derado, Meredith L Mcmorrow, Fatimah S Dawood, New Vaccine Surveillance Network Collaborators

Faculty, Staff and Students Publications

Importance: During the 2023-2024 respiratory syncytial virus (RSV) season in the United States, 2 new RSV prevention products were recommended to protect infants in their first RSV season: nirsevimab and Pfizer's maternal RSV vaccine. Postlicensure studies are needed to assess prevention product impact and effectiveness.

Objective: To compare the epidemiology and disease burden of medically attended RSV-associated acute respiratory illness (ARI) among children younger than 5 years during the 2023-2024 RSV season with 3 prepandemic RSV seasons (2017-2020), estimate nirsevimab effectiveness against medically attended RSV-associated ARI, and compare nirsevimab binding site mutations among circulating RSV in infants with and without …

Comprehensive Assessment Reveals Numerous Clinical And Neurophysiological Differences Between Mecp2-Allelic Disorders, Davut Pehlivan, Chengjun Huang, Holly K Harris, Christine Coquery, Aditya Mahat, Mirjana Maletic-Savatic, Laurence Mignon, Sukru Aras, Daniel G Glaze, Charles S Layne, Leonardo Sahelijo, Huda Y Zoghbi, Matthew J Mcginley, Bernhard Suter

Faculty, Staff and Students Publications

OBJECTIVE: Rett syndrome (RTT) and MECP2 duplication syndrome (MDS) result from under- and overexpression of MECP2, respectively. Preclinical studies using genetic-based treatment showed robust phenotype recovery for both MDS and RTT. However, there is a risk of converting MDS to RTT, or vice versa, if accurate MeCP2 levels are not achieved. The aim of this study was to identify biomarkers distinguishing RTT from MDS.

MATERIALS AND METHODS: We prospectively enrolled 11 MDS and 6 male RTT like (MRL) individuals for a panel of clinical and neurophysiological assessments over two visits, 8-10 months apart.

RESULTS: We identified numerous clinical and physiological …

Pancreatic Organogenesis Mapped Through Space And Time, Marissa A Scavuzzo, Wojciech J Szlachcic, Matthew C Hill, Natalia M Ziojla, Jessica Teaw, Jeffrey C Carlson, Jonathan Tiessen, Jolanta Chmielowiec, James F Martin, Malgorzata Borowiak

Faculty, Staff and Students Publications

The spatial organization of cells within a tissue is dictated throughout dynamic developmental processes. We sought to understand whether cells geometrically coordinate with one another throughout development to achieve their organization. The pancreas is a complex cellular organ with a particular spatial organization. Signals from the mesenchyme, neurons, and endothelial cells instruct epithelial cell differentiation during pancreatic development. To understand the cellular diversity and spatial organization of the developing pancreatic niche, we mapped the spatial relationships between single cells over time. We found that four transcriptionally unique subtypes of mesenchyme in the developing pancreas spatially coordinate throughout development, with each …

Decoding Cancer Etiology With Cellular Reprogramming, Mo-Fan Huang, Megan E Fisher, Trinh T T Phan, Ruiying Zhao, Dung-Fang Lee

Faculty, Staff and Student Publications

Cancer research remains clinically unmet in many areas due to limited access to patient samples and the lack of reliable model systems that truly reflect human cancer biology. The emergence of patient-derived induced pluripotent stem cells and engineered human pluripotent stem cells (hPSCs) has helped overcome these challenges, offering a versatile alternative platform for advancing cancer research. These hPSCs are already proving to be valuable models for studying specific cancer driver mutations, offering insights into cancer origins, pathogenesis, tumor heterogeneity, clonal evolution, and facilitating drug discovery and testing. This article reviews recent progress in utilizing hPSCs for clinically relevant cancer …

Chemoresistance-Motility Signature Of Molecular Evolution To Chemotherapy In Non-Muscle-Invasive Bladder Cancer And Its Clinical Implications, Mi-So Jeong, Seung-Woo Baek, Gi-Eun Yang, Jeong-Yeon Mun, Jeong Ah Kim, Tae-Nam Kim, Jong-Kil Nam, Yung-Hyun Choi, Ju-Seog Lee, In-Sun Chu, Sun-Hee Leem

Faculty, Staff and Student Publications

Non-muscle-invasive bladder cancer (NMIBC) often recurs and can progress to MIBC due to resistance to treatments like intravesical chemotherapy or Bacillus Calmette-Guérin (BCG). Therefore, we established the Gemcitabine-Resistant Cells (GRCs) to study the molecular evolution under external pressure. A 63-gene Chemoresistance-Motility (CrM) signature was created to identify stage-specific traits of GRCs. This signature was tested on 1846 samples using log-rank tests and Cox regression to evaluate clinical utility. Early and intermediate resistance stages showed increased cell motility and metastatic potential. FAK, PI3K-AKT, and TGFβ pathways were activated first, followed by MAPK signaling. Single-cell analysis and experiments utilizing the CrM signature …

Imaging Lung Tumor Motion Using Integrated-Mode Proton Radiography-A Phantom Study Towards Tumor Tracking In Proton Radiotherapy, Ryan Fullarton, Mikaël Simard, Lennart Volz, Allison Toltz, Savanna Chung, Christoph Schuy, Daniel G Robertson, Gary Royle, Sam Beddar, Colin Baker, Christian Graeff, Charles-Antoine Collins-Fekete

Faculty, Staff and Student Publications

BACKGROUND: Motion of lung tumors during radiotherapy leads to decreased accuracy of the delivered dose distribution. This is especially true for proton radiotherapy due to the finite range of the proton beam. Methods for mitigating motion rely on knowing the position of the tumor during treatment.

PURPOSE: Proton radiography uses the treatment beam, at an energy high enough to traverse the patient, to produce a radiograph. This work shows the first results of using an integrated-mode proton radiography system to track the position of moving objects in an experimental phantom study; demonstrating the potential of using this method for measuring …

Performance Comparison Of 10 State-Of-The-Art Machine Learning Algorithms For Outcome Prediction Modeling Of Radiation-Induced Toxicity, Ramon M Salazar, Saurabh S Nair, Alexandra O Leone, Ting Xu, Raymond P Mumme, Jack D Duryea, Brian De, Kelsey L Corrigan, Michael K Rooney, Matthew S Ning, Prajnan Das, Emma B Holliday, Zhongxing Liao, Laurence E Court, Joshua S Niedzielski

Faculty, Staff and Student Publications

Purpose: To evaluate the efficacy of prominent machine learning algorithms in predicting normal tissue complication probability using clinical data obtained from 2 distinct disease sites and to create a software tool that facilitates the automatic determination of the optimal algorithm to model any given labeled data set.

Methods and materials: We obtained 3 sets of radiation toxicity data (478 patients) from our clinic: gastrointestinal toxicity, radiation pneumonitis, and radiation esophagitis. These data comprised clinicopathological and dosimetric information for patients diagnosed with non-small cell lung cancer and anal squamous cell carcinoma. Each data set was modeled using 11 commonly employed machine …

A Statistical Framework For Multi-Trait Rare Variant Analysis In Large-Scale Whole-Genome Sequencing Studies, Xihao Li, Han Chen, Margaret Sunitha Selvaraj, Eric Van Buren, Hufeng Zhou, Yuxuan Wang, Ryan Sun, Zachary R Mccaw, Zhi Yu, Min-Zhi Jiang, Daniel Dicorpo, Sheila M Gaynor, Rounak Dey, Donna K Arnett, Emelia J Benjamin, Joshua C Bis, John Blangero, Eric Boerwinkle, Donald W Bowden, Jennifer A Brody, Brian E Cade, April P Carson, Jenna C Carlson, Nathalie Chami, Yii-Der Ida Chen, Joanne E Curran, Paul S De Vries, Myriam Fornage, Nora Franceschini, Barry I Freedman, Charles Gu, Nancy L Heard-Costa, Jiang He, Lifang Hou, Yi-Jen Hung, Marguerite R Irvin, Robert C Kaplan, Sharon L R Kardia, Tanika N Kelly, Iain Konigsberg, Charles Kooperberg, Brian G Kral, Changwei Li, Yun Li, Honghuang Lin, Ching-Ti Liu, Ruth J F Loos, Michael C Mahaney, Lisa W Martin, Rasika A Mathias, Braxton D Mitchell, May E Montasser, Alanna C Morrison, Take Naseri, Kari E North, Nicholette D Palmer, Patricia A Peyser, Bruce M Psaty, Susan Redline, Alexander P Reiner, Stephen S Rich, Colleen M Sitlani, Jennifer A Smith, Kent D Taylor, Hemant K Tiwari, Ramachandran S Vasan, Satupa'itea Viali, Zhe Wang, Jennifer Wessel, Lisa R Yanek, Bing Yu, Nhlbi Trans-Omics For Precision Medicine (Topmed) Consortium, Josée Dupuis, James B Meigs, Paul L Auer, Laura M Raffield, Alisa K Manning, Kenneth M Rice, Jerome I Rotter, Gina M Peloso, Pradeep Natarajan, Zilin Li, Zhonghua Liu, Xihong Lin

Faculty, Staff and Student Publications

Large-scale whole-genome sequencing (WGS) studies have improved our understanding of the contributions of coding and noncoding rare variants to complex human traits. Leveraging association effect sizes across multiple traits in WGS rare variant association analysis can improve statistical power over single-trait analysis, and also detect pleiotropic genes and regions. Existing multi-trait methods have limited ability to perform rare variant analysis of large-scale WGS data. We propose MultiSTAAR, a statistical framework and computationally scalable analytical pipeline for functionally informed multi-trait rare variant analysis in large-scale WGS studies. MultiSTAAR accounts for relatedness, population structure and correlation among phenotypes by jointly analyzing multiple …

Status Of Abortion Curriculum In Genetic Counseling: Survey Of Graduate Programs And Recent Graduates In The United States, Gina Sanchez, S Shahrukh Hashmi, Erica Bednar, Sarah Horvath, Bhavik Kumar, Katelynn Sagaser, Claire N Singletary, Aarti Ramdaney

Faculty, Staff and Student Publications

Genetic counselors (GCs) are trained to help individuals navigate the medical and psychological implications of genetic test results, familial conditions, and ultrasound anomalies. Therefore, familiarity with reproductive options, including abortion, is vital. However, previous studies have found gaps in GCs' knowledge regarding abortion care and there are currently no recommendations regarding abortion curriculum. This study aimed to assess the state of abortion curriculum in genetic counseling graduate programs in the United States and to examine and compare the satisfaction levels of program representatives and recent graduates. Program representatives and recent graduates were invited to complete an anonymous survey evaluating the …

On The Acceptance, Commissioning, And Quality Assurance Of Electron Flash Units, Allison Palmiero, Kevin Liu, Julie Colnot, Nitish Chopra, Denae Neill, Luke Connell, Brett Velasquez, Albert C Koong, Steven H Lin, Peter Balter, Ramesh Tailor, Charlotte Robert, Jean-François Germond, Patrik Gonçalves Jorge, Reiner Geyer, Sam Beddar, Raphael Moeckli, Emil Schüler

Faculty, Staff and Student Publications

Background and purpose: FLASH or ultra-high dose rate (UHDR) radiation therapy (RT) has gained attention in recent years for its ability to spare normal tissues relative to conventional dose rate (CDR) RT in various preclinical trials. However, clinical implementation of this promising treatment option has been limited because of the lack of availability of accelerators capable of delivering UHDR RT. Commercial options are finally reaching the market that produce electron beams with average dose rates of up to 1000 Gy/s. We established a framework for the acceptance, commissioning, and periodic quality assurance (QA) of electron FLASH units and present an …