Medicine and Health Sciences Commons^™

Safety And Efficacy Of Toripalimab In Patients With Cholangiocarcinoma: An Open-Label, Phase 1 Study, Aung Naing, Amit Mahipal, Milind Javle, Judy Wang, Todd M Bauer, David L Bajor, Anthony D Elias, Anthony Shields, Elizabeth Davis, Sant Chawla, Howard Safran, John D Powderly, Gina D'Amato, Christian F Meyer, Xiongwen Tang, Sheng Yao, Patricia Keegan

Faculty, Staff and Student Publications

Introduction: This was the first phase 1 study conducted in the United States. It consisted of dose-escalation (part A) and multiple indication-specific cohort expansion (part B), investigating the safety and preliminary efficacy of toripalimab (anti-programmed cell death-1 inhibitor) in patients with advanced malignancies.

Methods: Patients with advanced malignancies that progressed after treatment with at least one prior line of standard systemic therapy, including the patients with advanced/recurrent cholangiocarcinoma (CCA), received toripalimab 240 mg every 3 weeks in part B. The primary endpoint was safety assessment. Efficacy endpoints included objective response rate (ORR), disease control rate (DCR), duration of response (DoR), …

Mayo Genetic Risk Models For Newly Diagnosed Acute Myeloid Leukemia Treated With Venetoclax + Hypomethylating Agent, Naseema Gangat, Azeem Elbeih, Nour Ghosoun, Kristen Mccullough, Fnu Aperna, Isla M Johnson, Maymona Abdelmagid, Aref Al-Kali, Hassan B Alkhateeb, Kebede H Begna, Michelle Elliott, Abhishek Mangaonkar, Aasiya Matin, Antoine N Saliba, Mehrdad Hefazi Torghabeh, Mark R Litzow, William Hogan, Mithun Shah, Mrinal M Patnaik, Animesh Pardanani, Talha Badar, Hemant Murthy, James Foran, Jeanne Palmer, Lisa Sproat, Nandita Khera, Cecilia Arana Yi, Samuel Yates, Abigail Sneider, Emily Dworkin, Anand A Patel, Alexandre Bazinet, Jayastu Senapati, Alex Bataller, Courtney Dinardo, Tapan Kadia, Ayalew Tefferi

Faculty, Staff and Student Publications

Patients with newly diagnosed acute myeloid leukemia (ND-AML) derive variable survival benefit from venetoclax + hypomethylating agent (Ven-HMA) therapy. The primary objective in the current study was to develop genetic risk models that are predictive of survival and are applicable at the time of diagnosis and after establishing treatment response. Among 400 ND-AML patients treated with Ven-HMA at the Mayo Clinic, 247 (62%) achieved complete remission with (CR) or without (CRi) count recovery. Multivariable analysis-derived hazard ratios (HR), including 1.8 for European LeukemiaNet (ELN) adverse karyotype, 4.7 for KMT2Ar, 1.7 for TP53

A Multicenter Open-Label Randomized Phase Ii Study Of Osimertinib With And Without Ramucirumab In Tyrosine Kinase Inhibitor–Naïve Egfr-Mutant Metastatic Non–Small Cell Lung Cancer (Ramose Trial), Xiuning Le, Jyoti D Patel, Elaine Shum, Christina Baik, Rachel E Sanborn, Catherine A Shu, Chul Kim, Mary Jo Fidler, Richard Hall, Yasir Y Elamin, Janet Tu, George Blumenschein, Jianjun Zhang, Don Gibbons, Carl Gay, Nisha A Mohindra, Young Chae, Yanis Boumber, Joshua Sabari, Rafael Santana-Davila, Shane Rogosin, Benjamin Herzberg, Ben Creelan, Bruna Pellini, Tawee Tanvetyanon, Simon Heeke, Mike Hernandez, Jhanelle E Gray, Andreas Saltos, John V Heymach

Faculty, Staff and Student Publications

Purpose: Preclinical studies demonstrated that dual inhibition of epidermal growth factor receptor (EGFR) and vascular endothelial growth factor (VEGF) pathways delay the emergence of resistance to EGFR tyrosine kinase inhibitors (TKIs), and in trials with first-generation EGFR TKIs, the combination of EGFR VEGF pathway inhibitors prolonged progression-free survival (PFS).

Methods: The RAMOSE trial (ClinicalTrials.gov identifier: NCT03909334, HCRN LUN-18-335) is a randomized, open-label multicenter phase II study comparing osimertinib with ramucirumab (arm A) to osimertinib (arm B) for initial treatment of metastatic EGFR-mutant non-small cell lung cancer (NSCLC) with 2:1 random assignment. The primary end point is PFS for …

Real-World Neoadjuvant And Adjuvant Trastuzumab-Containing Regimen Patterns And Their Association With Survival Among Patients With Operable Her2-Positive Breast Cancer From 2007 To 2021, Hui Zhao, Chan Shen, Jaime J Laureano, Xiudong Lei, Jiangong Niu, Sharon H Giordano, Mariana Chavez-Macgregor

Faculty, Staff and Student Publications

Purpose: Chemotherapy in combination with trastuzumab is the standard neoadjuvant and adjuvant therapy for human epidermal growth factor receptor 2 (HER2)-positive breast cancer (BC). Assessing the regimens administered to patients with HER2-positive BC in the real world is lacking. We evaluated neoadjuvant and adjuvant regimen patterns among HER2-positive BC patients (2007 to 2021) identified in a health insurance claims database.

Methods: Female BC patients ≥ 18 years who received chemotherapy, surgery, and trastuzumab were chosen from Optum's de-identified Clinformatics® Data Mart database. Summary statistics, Joinpoint models, Kaplan-Meier survival curves, and Cox regression models were used to analyze the data.

Results: …

Pexidartinib And Standard Neoadjuvant Therapy In The Adaptively Randomized I-Spy2 Trial For Early Breast Cancer, Hope S Rugo, Mike Campbell, Christina Yau, A Jo Chien, Anne M Wallace, Claudine Isaacs, Judy C Boughey, Hyo S Han, Meredith Buxton, Julia L Clennell, Smita M Asare, Katherine Steeg, Amy Wilson, Ruby Singhrao, Jeffrey B Matthews, Jane Perlmutter, W Fraser Symmans, Nola M Hylton, Angela M Demichele, Douglas Yee, Laura J Van't Veer, Donald A Berry, Laura J Esserman

Faculty, Staff and Student Publications

Purpose: We investigated the small-molecule receptor tyrosine kinase-inhibitor of colony-stimulating factor-1 receptor pexidartinib in the stage II/III breast cancer in the I-SPY2 platform trial.

Methods: I-SPY2 is an adaptive platform trial that features multiple arms of experimental agents administered on a background of standard neoadjuvant therapy with paclitaxel and adriamycin/cyclophosphamide, followed by definitive surgery. The adaptive randomization engine preferentially assigns patients based upon cumulative performance of each agent in a given breast cancer subtype based on hormone receptor and HER2 receptor status. The study endpoint is pathologic complete response.

Results: A total of 9 participants were randomized to receive pexidartinib …

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 …

Selinexor (Kpt-330) In Combination With Immune Checkpoint Inhibition In Uveal Melanoma: A Phase 1b Trial, Mohamed A Gouda, Abdulrazzak Zarifa, Yali Yang, Bettzy Stephen, Serdar A Gurses, Ashabari Sprenger, Yanyan Tian, Mohamed H Derbala, Isabella Glitza Oliva, Funda Meric-Bernstam, Sapna P Patel

Faculty, Staff and Student Publications

Introduction: Uveal melanoma remains a disease with aggressive behavior and poor prognosis despite advances in clinical management. Because monotherapy with immune checkpoint inhibitors has led to limited improvement in response rates, combination with other agents that act on the biological basis of oncogenesis has been proposed as a possible therapeutic strategy.

Methods: We designed a phase 1b trial to test the safety and tolerability of selinexor in combination with immune checkpoint inhibitors in patients with advanced uveal melanoma. Patients received selinexor 60 mg PO twice weekly with standard of care, commercially available immune checkpoint inhibitor of the investigator's choice. In …

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 …

Rapidbrachyivbt: A Dosimetry Software For Patient-Specific Intravascular Brachytherapy Dose Calculations On Optical Coherence Tomography Images, Maryam Rahbaran, Jonathan Kalinowski, Joseph M Decunha, Kevin J Croce, Brian A Bergmark, James M G Tsui, Phillip M Devlin, Shirin A Enger

Faculty, Staff and Student Publications

Background: Coronary artery disease is the most common form of cardiovascular disease. It is caused by excess plaque along the arterial wall, blocking blood flow to the heart (stenosis). A percutaneous coronary intervention widens the arterial wall with the inflation of a balloon inside the lesion area and leaves behind a metal stent to prevent re-narrowing of the artery (restenosis). However, in-stent restenosis may occur due to damage to the arterial wall tissue, triggering neointimal hyperplasia, producing fibrotic and calcified plaques and narrowing the artery again. Drug-eluting stents, which slowly release medication to inhibit neointimal hyperplasia, are used to prevent …

Open-Chest Cardiac Ultrasound-Mediated Imaging With A Vacuum Coupler, Nilesh Mathuria, Krithik Vishwanath, Giorgio Brero, Blake C Fallon, Antonio Martino, Richard C Willson, Carly S Filgueira, Richard R Bouchard

Faculty, Staff and Student Publications

BACKGROUND: A fundamental obstacle for the preclinical development of ultrasound-(US) mediated cardiac imaging remains cardiac motion, which limits interframe correlation during extended acquisition periods.

PURPOSE: To address this need, we present the design and implementation of a 3D-printed vacuum coupler that stabilizes a US transducer on the epicardial surface of the heart for feasibility assessment and development of advanced, cardiac, US-mediated imaging approaches.

METHODS: The vacuum coupler was 3D printed with biocompatible resins and secured with a standard intraoperative suction aspirator. US-mediated imaging (i.e., B-mode and photoacoustic [PA] imaging) was performed in an open-chest porcine model with and without the …

Outcomes Of Patients With Treated Secondary Acute Myeloid Leukemia: A High-Risk Subtype That Warrants An Independent Prognostic Designation, Jayastu Senapati, Hagop M Kantarjian, Fadi G Haddad, Nicholas J Short, Gautam Borthakur, Rashmi Kanagal-Shamanna, Guilin Tang, Elias Jabbour, Courtney D Dinardo, Naval Daver, Guillermo Montalban-Bravo, Vishrut Shah, Amin Alousi, Elizabeth Shpall, Uday Popat, Guillermo Garcia-Manero, Farhad Ravandi, Tapan M Kadia

Faculty, Staff and Student Publications

Patients who develop acute myeloid leukemia (AML) after having received treatment for myelodysplastic syndrome (MDS) or related conditions have particularly poor outcomes. This study analyzed adult patients with newly diagnosed AML who previously had MDS, chronic myelomonocytic leukemia (CMML), or MDS/myeloproliferative neoplasm (MPN) overlap syndrome, and who had received hypomethylating agents, chemotherapy, and/or allogeneic stem cell transplantation (HSCT) for these antecedent disorders. From January 2012 to August 2023, we included 673 patients with a median age of 70 years (range, 19-94); 536 (80%) had transformed from MDS, and the remainder from CMML or MDS-MPN. Additionally, 149 patients (22%) had prior …

American Society For Gastrointestinal Endoscopy Guideline On The Diagnosis And Management Of Gerd: Methodology And Review Of Evidence, Asge Standards Of Practice Committee, Madhav Desai, Wenly Ruan, Nirav C Thosani, Manuel Amaris, J Stephen Scott, Ahmed Saeed, Barham Abu Dayyeh, Marcia Irene Canto, Wasif Abidi, Omeed Alipour, Stuart K Amateau, Natalie Cosgrove, Sherif E Elhanafi, Nauzer Forbes, Divyanshoo R Kohli, Richard S Kwon, Larissa L Fujii-Lau, Jorge D Machicado, Neil B Marya, Saowanee Ngamruengphong, Swati Pawa, Sunil G Sheth, Nikhil R Thiruvengadam, Bashar J Qumseya

Faculty, Staff and Student Publications

This clinical practice guideline from the American Society for Gastrointestinal Endoscopy (ASGE) provides an evidence-based approach for strategies to diagnose and manage GERD. This document was developed using the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) framework and serves as an update to the prior ASGE guideline on the role of endoscopy in the management of GERD (2014). The updated guideline addresses the indications for endoscopy in patients with GERD, including patients who have undergone sleeve gastrectomy (SG) and peroral endoscopic myotomy (POEM). It also discusses endoscopic evaluation of gastroesophageal junctional integrity comprehensively and uniformly. Important, this guideline discusses …

Frailty And Sleep In Adult Survivors Of Childhood Cancer: A Childhood Cancer Survivor Study Report, Lauren C Daniel, Margaret M Lubas, Huiqi Wang, Mariana Szklo-Coxe, Kirsten K Ness, Annalynn M Williams, Daniel A Mulrooney, Rebecca Howell, Wendy Leisenring, Yutaka Yasui, Leslie L Robison, Gregory T Armstrong, Eric J Chow, Kevin R Krull, Tara M Brinkman

Faculty, Staff and Student Publications

Background: Young adult survivors of childhood cancer exhibit rates of frailty similar to adults several decades older without a cancer history. Frailty has been associated with sleep disturbances in non-cancer populations, but the relationship has not been examined in childhood cancer survivors who are known to exhibit elevated rates of sleep problems.

Aims: Examine associations between frailty and poor sleep quality in long-term survivors of childhood cancer.

Methods: This study utilized data from 9044 participants (> 5 years from diagnosis, Mage = 40.8 years [SD = 9.5]) in the Childhood Cancer Survivor Study. Survivors' frailty status, chronic health conditions (CHC), …

Mutational And Co-Mutational Landscape Of Early Onset Colorectal Cancer, Jumanah Yousef Alshenaifi, Guglielmo Vetere, Giulia Maddalena, Mahmoud Yousef, Michael G White, John Paul Shen, Eduardo Vilar, Christine Parseghian, Arvind Dasari, Van Karlyle Morris, Ryan Huey, Michael J Overman, Robert Wolff, Kanwal P Raghav, Jason Willis, Kristin Alfaro, Andy Futreal, Y Nancy You, Scott Kopetz

Faculty, Staff and Student Publications

Introduction: Colorectal cancer (CRC) incidence and mortality before 50 have been rising alarmingly in the recent decades.

Methods: Using a cohort of 10,000 patients, this study investigates the clinical, mutational, and co-mutational features of CRC in early-onset (EOCRC, < 50 years) compared to late-onset (LOCRC, ≥ 50 years).

Results: EOCRC was associated with a higher prevalence of Asian and Hispanic patients, rectal or left-sided tumors (72% vs. 59%), and advanced-stage disease. Molecular analyses revealed differences in mutation patterns, with EOCRC having higher frequencies of TP53 (74% vs. 68%, p < 0.01) and SMAD4 (17% vs. 14%, p = 0.015), while BRAF (5% vs. 11%, p < 0.001) and NOTCH1 (2.7% vs. 4.1%, p = 0.01) mutations …

Rapid Whole Genome Sequencing Uncovers A Triple Diagnosis: X-Linked Chondrodysplasia Punctata, Mecp2-Related Disorder, And Mosaic Jacobs Syndrome, Megan Samuels, Kathleen Shields, Paul Hillman, Laura Farach

Faculty, Staff and Student Publications

Background: Rapid Whole Genome Sequencing (rWGS) is increasingly being used in neonatal intensive care units, as there is growing evidence that rare singe gene disorders present in the neonatal period and early identification can change management. While the diagnostic utility is increased with this broad testing, the possibility of unexpected findings also increases significantly. Here, we present a patient found to have three distinct genetic conditions through rWGS testing, with significant psychosocial and health consequences.

Methods and results: This case report describes a patient who was identified with a form of chondrodysplasia punctata, as well as incidental findings of MECP2-related …

Association Of Serum Endocannabinoid Levels With Pancreatitis And Pancreatitis-Related Pain, Marc T Goodman, Christina Lombardi, Alexa Torrens, Catherine Bresee, Jami L Saloman, Liang Li, Yunlong Yang, William E Fisher, Evan L Fogel, Christopher E Forsmark, Darwin L Conwell, Phil A Hart, Walter G Park, Mark Topazian, Santhi S Vege, Stephen K Van Den Eeden, Melena D Bellin, Dana K Andersen, Jose Serrano, Dhiraj Yadav, Stephen J Pandol, Daniele Piomelli

Faculty, Staff and Student Publications

No abstract provided.

Preclinical And Clinical-Scale Magnetic Particle Imaging Of Natural Killer Cells: In Vitro And Ex Vivo Demonstration Of Cellular Sensitivity, Resolution, And Quantification, Olivia C Sehl, Yanwen Yang, Ariana R Anjier, Dmitry Nevozhay, Donghang Cheng, Kelvin Guo, Benjamin Fellows, Abdul Rahman Mohtasebzadeh, Erica E Mason, Toby Sanders, Petrina Kim, David Trease, Dimpy Koul, Patrick W Goodwill, Konstantin Sokolov, Max Wintermark, Nancy Gordon, Joan M Greve, Vidya Gopalakrishnan

Faculty, Staff and Student Publications

Purpose: Clinical adoption of NK cell immunotherapy is underway for medulloblastoma and osteosarcoma, however there is currently little feedback on cell fate after administration. We propose magnetic particle imaging (MPI) may have applications for the quantitative detection of NK cells.

Procedures: Human-derived NK-92 cells were labeled by co-incubation with iron oxide nanoparticles (VivoTrax™) for 24 h then excess nanoparticles were washed with centrifugation. Cytolytic activity of labeled versus unlabeled NK-92 cells was assessed after 4 h of co-incubation with medulloblastoma cells (DAOY) or osteosarcoma cells (LM7 or OS17). Labeled NK-92 cells at two different doses (0.5 or 1 × 106) …

Toward A Biological Definition Of Neuronal And Glial Synucleinopathies, Claudio Soto, Brit Mollenhauer, Oskar Hansson, Un Jung Kang, Roy N Alcalay, David Standaert, Claudia Trenkwalder, Kenneth Marek, Douglas Galasko, Kathleen Poston

Faculty, Staff and Student Publications

Cerebral accumulation of alpha-synuclein (αSyn) aggregates is the hallmark event in a group of neurodegenerative diseases-collectively called synucleinopathies-which include Parkinson's disease, dementia with Lewy bodies and multiple system atrophy. Currently, these are diagnosed by their clinical symptoms and definitively confirmed postmortem by the presence of αSyn deposits in the brain. Here, we summarize the drawbacks of the current clinical definition of synucleinopathies and outline the rationale for moving toward an earlier, biology-anchored definition of these disorders, with or without the presence of clinical symptoms. We underscore the utility of the αSyn seed amplification assay to detect aggregated αSyn in living …

Refining Diagnostic Subtypes Of Peripheral T-Cell Lymphoma Using A Multiparameter Approach, Catalina Amador, Dennis D Weisenburger, Ana Gomez, Alyssa Bouska, Ahmad Alshomrani, Sunandini Sharma, Ab Rauf Shah, Timothy C Greiner, Francisco Vega, Andreas Rosenwald, German Ott, Andrew L Feldman, Elaine S Jaffe, Neval Ozkaya, Sarah L Ondrejka, James R Cook, Philipp W Raess, Kerry J Savage, Graham W Slack, Joo Y Song, David W Scott, Elias Campo, Lisa M Rimsza, Joseph D Khoury, Louis M Staudt, Wing C Chan, Javeed Iqbal

Faculty, Staff and Student Publications

Peripheral T-cell lymphoma (PTCL) is a heterogeneous category, and many cases are unclassifiable and designated as PTCL-not otherwise specified (PTCL-NOS). Gene expression profiling (GEP) has delineated two prognostic subtypes within PTCL-NOS, PTCL-TBX21, and PTCL-GATA3, characterized by distinctive transcriptomes and a different prognosis. To further evaluate the pathologic features of these subgroups, 101 PTCL cases that did not meet specific criteria for well-defined T-cell lymphoma entities underwent detailed pathologic, immunophenotypic (including TFH biomarkers) and GEP analyses, separating them into PTCL-NOS (n=63) and PTCL-TFH (a.k.a. nodal PTCL-TFH, NOS, and TFH lymphoma, NOS) (n=38). PTCL-NOS cases were further categorized into PTCL-GATA3 (n=22; 34%) …

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 …

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 …

Forecasting Intraoperative Hypotension During Hepatobiliary Surgery, Juan P Cata, Bhavin Soni, Shreyas Bhavsar, Parvathy Sudhir Pillai, Tatiana A Rypinski, Anshuj Deva, Jeffrey H Siewerdsen, Jose M Soliz

Faculty, Staff and Student Publications

Prediction and avoidance of intraoperative hypotension (IOH) can lead to less postoperative morbidity. Machine learning (ML) is increasingly being applied to predict IOH. We hypothesize that incorporating demographic and physiological features in an ML model will improve the performance of IOH prediction. In addition, we added a "dial" feature to alter prediction performance. An ML prediction model was built based on a multivariate random forest (RF) trained algorithm using 13 physiologic time series and patient demographic data (age, sex, and BMI) for adult patients undergoing hepatobiliary surgery. A novel implementation was developed with an adjustable, multi-model voting (MMV) approach to …

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 …

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 …

Polygenic Score For Clinicopathologic Features And Survival Outcomes In Papillary Thyroid Carcinoma, Sophie Li, Guibin Zheng, Li Xu, Maitrayee Goswami, Mark E Zafereo, Steven I Sherman, Guojun Li, Erich M Sturgis, Jennifer R Wang

Faculty, Staff and Students Publications

Importance: Genome-wide association studies have identified germline variants associated with the development of papillary thyroid carcinoma (PTC) that can be used to construct a polygenic score (PGS). It is important to determine whether patients with higher germline genetic risk, as summarized using PGS, present with more aggressive disease and/or develop worse clinical outcomes.

Objective: To assess whether germline risk defined by PGS is associated with clinicopathologic features and survival outcomes for patients with PTC.

Design, setting, and participants: This retrospective cohort study included patients with newly diagnosed PTC who presented to The University of Texas MD Anderson Cancer Center for …

The Mascc Cog-Impact: An Unmet Needs Assessment For Cancer-Related Cognitive Impairment Impact Developed By The Multinational Association Of Supportive Care In Cancer, Darren Haywood, Alexandre Chan, Raymond J. Chan, Frank D. Baughman, Evan Dauer, Haryana M. Dhillon, Ashley M. Henneghan, Blake J. Lawrence, Maryam B. Lustberg, Moira O’Connor, Janette L. Vardy, Susan L. Rossell, Nicolas H. Hart

Research outputs 2022 to 2026

Purpose: Cancer-related cognitive impairment (CRCI) can have a profound impact on the lives of cancer survivors. A multitude of subjective and objective assessment tools exist to assess the presence and severity of CRCI. However, no purpose-built tool exists to assess the unmet needs of cancer survivors directly relating to CRCI. This paper details the development and initial validation of the Multinational Association of Supportive Care in Cancer - Unmet Needs Assessment of Cancer-Related Cognitive Impairment Impact (the MASCC COG-IMPACT).

Methods: A multistep mixed-methods measurement development and validation approach was taken with a strong emphasis on co-design. Qualitative interviews were conducted …

The Effect Of Non-Pharmacological Interventions On Cognitive Function In Cancer: An Overview Of Systematic Reviews, Darren Haywood, Ashley M. Henneghan, Alexandre Chan, Raymond J. Chan, Haryana M. Dhillon, Maryam B. Lustberg, Janette L. Vardy, Moira O’Connor, Norah Elvidge, Evan Dauer, Oscar Y. Franco-Rocha, Shradha Vasan, James Murray, Megan Crichton, Helen Wilding, Susan L. Rossell, Nicolas H. Hart

Research outputs 2022 to 2026

Purpose: A significant number of cancer survivors experience cancer-related cognitive impairment (CRCI), which can impact their ability to think, reason, make decisions, and perform daily actions. In recent years, non-pharmacological interventions for CRCI have gained significant attention. These interventions include exercise, cognitive behavioural therapy, cognitive training/remediation, dietary, mind–body, and multi-modal/complex interventions. This umbrella review provides a critical overview to inform guidelines and current practice, identify the most promising interventions, and uncover gaps in the research literature.

Methods: This umbrella review of systematic reviews was pre-registered on Open Science Framework and PROSPERO. Six databases were searched. Systematic reviews (SR) assessing any …

Trajectories Of Supportive Care Needs For People Who Travel To Receive Cancer Treatment: A Longitudinal Study In Australia, Susannah K. Ayre, Elizabeth A. Johnston, Michael Ireland, Sonja March, Jeff Dunn, Suzanne Chambers, Belinda C. Goodwin

Research outputs 2022 to 2026

Objective: To describe trajectories of change in unmet supportive care needs over a two-year period among people diagnosed with cancer and assess whether these trajectories vary as a function of sociodemographic and clinical characteristics. Methods: This analysis used data from a longitudinal study of people in Queensland, Australia who travelled largely from regional and remote areas to metropolitan centres to receive cancer care (N = 784). Supportive care needs were measured at baseline, then at 3-, 12-, and 24-month post-baseline across five domains (‘psychological’, ‘physical and daily living’, ‘health systems and information’, ‘patient care and support’, ‘sexuality’) using the Supportive …

Analyzing The Creation And Use Of Abbreviations In Cardiology And Cardiac Imaging Society Guidelines, Christopher R Green, Rui Zhang, Raymond F Stainback, Sofia W Ye, Daniel E Forsha, Enrique Garcia-Sayan, Jeffrey C Hill, Carol Mitchell, Vera H Rigolin, Vandana Sachdev, Partho P Sengupta, Vincent L Sorrell, Jordan B Strom, Alexander M Ye, Cynthia C Taub

Faculty, Staff and Students Publications

BACKGROUND: Abbreviation use in clinical and academic cardiology is widespread, yet there are few guidelines regulating the creation and utilization of abbreviations. Inconsistent abbreviations can introduce ambiguity and pose challenges to practice and research.

OBJECTIVES: The authors aimed to analyze how abbreviations are created and utilized in general cardiology and cardiac imaging society guidelines in order to assess whether ambiguities and discrepancies exist between societies.

METHODS: Abbreviation data were collected from 7 national and international societies of general cardiology and cardiac imaging over a 6-year span (2018-2023). Data were linguistically coded for abbreviation type, unique occurrence, meaning or sense count, …