Biomedical Informatics Commons^™

Predictive Capacity Of Immune-Related Adverse Events And Cytokine Profiling In Neoadjuvant Immune Checkpoint Inhibitor Trials For Head And Neck Squamous Cell Carcinoma\, Angela E Alnemri, Sruti Tekumalla, Annie E Moroco, Ioannis Vathiotis, Madalina Tuluc, Stacey Gargano, Tingting Zhan, David M Cognetti, Joseph M Curry, Athanassios Argiris, Alban Linnenbach, Andrew P South, Larry A Harshyne, Jennifer M Johnson, Adam J Luginbuhl

Faculty, Staff and Student Publications

OBJECTIVES: Certain low-level immune-related adverse events (irAEs) have been associated with survival benefits in patients with various solid tumors on immune checkpoint inhibitors (ICIs). We aimed to investigate the association between irAEs and response to neoadjuvant ICIs in patients with head and neck squamous cell carcinoma (HNSCC) and to identify differences in circulating cytokine levels based on irAE status.

METHODS: This was a retrospective cohort study including three neoadjuvant clinical trials from July 2017 to January 2022: NCT03238365 (nivolumab ± tadalafil), NCT03854032 (nivolumab ± BMS986205), NCT03618654 (durvalumab ± metformin). The presence and type of irAEs, pathologic treatment response, and survival …

Stmnd1 Is A Phylogenetically Ancient Stathmin Which Localizes To Motile Cilia And Exhibits Nuclear Translocation That Is Inhibited When Soluble Tubulin Concentration Increases, Xiang Deng, Bryan O Seguinot, Gary Bradshaw, Jong Suk Lee, Shannon Coy, Marian Kalocsay, Sandro Santagata, Timothy Mitchison

Faculty, Staff and Student Publications

Stathmins are small, unstructured proteins that bind tubulin dimers and are implicated in several human diseases, but whose function remains unknown. We characterized a new stathmin, STMND1 (Stathmin Domain Containing 1) as the human representative of an ancient subfamily. STMND1 features a N-terminal myristoylated and palmitoylated motif which directs it to membranes and a tubulin-binding stathmin-like domain (SLD) that contains an internal nuclear localization signal. Biochemistry and proximity labeling showed that STMND1 binds tubulin, and live imaging showed that tubulin binding inhibits translocation from cellular membranes to the nucleus. STMND1 is highly expressed in multiciliated epithelial cells, where it localizes …

A Bayesian Quasi-Likelihood Design For Identifying The Minimum Effective Dose And Maximum Utility Dose In Dose-Ranging Studies, Feng Tian, Ruitao Lin, Li Wang, Ying Yuan

Faculty, Staff and Student Publications

Most existing dose-ranging study designs focus on assessing the dose-efficacy relationship and identifying the minimum effective dose. There is an increasing interest in optimizing the dose based on the benefit-risk tradeoff. We propose a Bayesian quasi-likelihood dose-ranging design that jointly considers safety and efficacy to simultaneously identify the minimum effective dose and the maximum utility dose to optimize the benefit-risk tradeoff. The binary toxicity endpoint is modeled using a beta-binomial model. The efficacy endpoint is modeled using the quasi-likelihood approach to accommodate various types of data (e.g. binary, ordinal or continuous) without imposing any parametric assumptions on the dose-response curve. …

Adaptive Bayesian Information Borrowing Methods For Finding And Optimizing Subgroup-Specific Doses, Jingyi Zhang, Ruitao Lin, Xin Chen, Fangrong Yan

Faculty, Staff and Student Publications

In precision oncology, integrating multiple cancer patient subgroups into a single master protocol allows for the simultaneous assessment of treatment effects in these subgroups and promotes the sharing of information between them, ultimately reducing sample sizes and costs and enhancing scientific validity. However, the safety and efficacy of these therapies may vary across different subgroups, resulting in heterogeneous outcomes. Therefore, identifying subgroup-specific optimal doses in early-phase clinical trials is crucial for the development of future trials. In this article, we review various innovative Bayesian information-borrowing strategies that aim to determine and optimize subgroup-specific doses. Specifically, we discuss Bayesian hierarchical modeling, …

Salpingectomy For Ovarian Cancer Prevention: Video Education For The Surgeon, Emily Macarthur, Kara Long Roche, Joseph Sakran, Sunil H Patel, Peter Najjar, Karen H Lu, Megan Gornet, Anja S Frost, Meghan Walrath, Tom Bauer, Gyyong Oh, Rebecca Stone

Faculty, Staff and Student Publications

Given the unremitting obstacles to effectively screen for and treat ovarian cancer (OC), prevention is a necessary countermeasure. The recent discovery of the fallopian tube as the origin of the most common and deadly type of OC, high grade serous cancer (HGSC), makes prevention through salpingectomy possible (Madsen et al., 2015). Opportunistic salpingectomy (OS) is the practice of removing the post-reproductive fallopian tubes at the time of other intraperitoneal surgery, or for sterilization in lieu of tubal ligation, to decrease OC risk (Falconer et al., 2015). The safety, effectiveness, and reach of OS as a primary prevention strategy depends on …

Cascade Genetic Testing: An Underutilized Pathway To Equitable Cancer Care?, Roni Nitecki Wilke, Erica M Bednar, Sara Pirzadeh-Miller, Sayoni Lahiri, Isabel C Scarinci, Charles A Leath Iii, Melissa K Frey, Karen H Lu, J Alejandro Rauh-Hain

Faculty, Staff and Student Publications

The Precision Medicine Initiative was launched upon the potential of genomic information to tailor medical care. Cascade genetic testing represents a powerful application of precision medicine and involves the process of familial diffusion or the "cascade" of genomic risk information. When an individual (proband) is found to carry a cancer-associated germline pathogenic mutation, the information should be cascaded or shared with at-risk relatives. First degree relatives have a 50% likelihood of carrying the same cancer-associated mutation. This process of cascade testing offers at-risk relatives the opportunity for genetic testing and, for those who also carry the cancer-associated mutation, genetically targeted …

Hypofractionated Radiotherapy For Glioblastoma: A Large Institutional Retrospective Assessment Of 2 Approaches, Thomas H Beckham, Michael K Rooney, Mary F Mcaleer, Amol J Ghia, Martin C Tom, Subha Perni, Susan Mcgovern, David Grosshans, Caroline Chung, Chenyang Wang, Brain De, Todd Swanson, Arnold Paulino, Wen Jiang, Sherise Ferguson, Chirag B Patel, Jing Li, Debra N Yeboa

Faculty, Staff and Student Publications

Background: Glioblastoma (GBM) poses therapeutic challenges due to its aggressive nature, particularly for patients with poor functional status and/or advanced disease. Hypofractionated radiotherapy (RT) regimens have demonstrated comparable disease outcomes for this population while allowing treatment to be completed more quickly. Here, we report our institutional outcomes of patients treated with 2 hypofractionated RT regimens: 40 Gy/15fx (3w-RT) and 50 Gy/20fx (4w-RT).

Methods: A single-institution retrospective analysis was conducted of 127 GBM patients who underwent 3w-RT or 4w-RT. Patient characteristics, treatment regimens, and outcomes were analyzed. Univariate and multivariable Cox regression models were used to estimate progression-free survival (PFS) and …

A New Computed Tomography Score-Based Staging For Melioidosis Pneumonia To Predict Progression, Yang Chen, Dehuai He, Yehua Wu, Xiangying Li, Kaifu Yang, Yuefu Zhan, Jianqiang Chen, Xiaobo Zhou

Faculty, Staff and Student Publications

infectious disease prevalent in tropical regions. Chest computed tomography (CT) has emerged as a valuable tool for assessing the severity and progression of lung involvement in melioidosis pneumonia. However, there persists a need for the quantitative assessment of CT characteristics and staging methodologies to precisely anticipate disease progression. This study aimed to quantitatively extract CT features and evaluate a CT score-based staging system in predicting the progression of melioidosis pneumonia.

Methods: This study included 97 patients with culture-confirmed melioidosis pneumonia who presented between January 2002 and December 2021. Lung segmentation and annotation of lesions (consolidation, nodules, and cavity) were used …

Preventative Treatment Of Tuberous Sclerosis Complex With Sirolimus: Phase I Safety And Efficacy Results, Jamie K Capal, David M Ritter, David Neal Franz, Molly Griffith, Kristn Currans, Bridget Kent, E Martina Bebin, Hope Northrup, Mary Kay Koenig, Tomoyuki Mizuno, Alexander A Vinks, Stephanie L Galandi, Wujuan Zhang, Kenneth D R Setchell, Kelly M Kremer, Carlos M Prada, Hansel M Greiner, Katherine Holland-Bouley, Paul S Horn, Darcy A Krueger

Faculty, Staff and Student Publications

Objective: Tuberous sclerosis complex (TSC) results from overactivity of the mechanistic target of rapamycin (mTOR). Sirolimus and everolimus are mTOR inhibitors that treat most facets of TSC but are understudied in infants. We sought to understand the safety and potential efficacy of preventative sirolimus in infants with TSC.

Methods: We conducted a phase 1 clinical trial of sirolimus, treating five patients until 12 months of age. Enrolled infants had to be younger than 6 months of age with no history of seizures and no clinical indication for sirolimus treatment. Adverse events (AEs), tolerability, and blood concentrations of sirolimus measured by …

Comparative Analysis Of Brain Language Templates With Primary Language Areas Detected From Presurgical Fmri Of Brain Tumor Patients, Jina Lee, Vinodh A Kumar, Jian Ming Teo, Rami W Eldaya, Ping Hou, Kyle R Noll, Sherise D Ferguson, Sujit S Prabhu, Ho-Ling Liu

Faculty, Staff and Student Publications

INTRODUCTION: Functional brain templates are often used in the analysis of clinical functional MRI (fMRI) studies. However, these templates are mostly built based on anatomy or fMRI of healthy subjects, which have not been fully vetted in clinical cohorts. Our aim was to evaluate language templates by comparing with primary language areas (PLAs) detected from presurgical fMRI of brain tumor patients.

METHODS: Four language templates (A-D) based on anatomy, task-based fMRI, resting-state fMRI, and meta-analysis, respectively, were compared with PLAs detected by fMRI with word generation and sentence completion paradigms. For each template, the fraction of PLA activations enclosed by …

Stat5b Mutations In Myeloid Neoplasms Differ By Disease Subtypes But Characterize A Subset Of Chronic Myeloid Neoplasms With Eosinophilia And/Or Basophilia, C Cameron Yin, Wayne Tam, Serena M Walker, Amandeep Kaur, Madhu M Ouseph, Wei Xie, Olga K Weinberg, Peng Li, Zhuang Zuo, Mark J Routbort, Simon Chen, L Jeffrey Medeiros, Tracy I George, Attilio Orazi, Daniel A Arber, Adam Bagg, Robert P Hasserjian, Sa A Wang

Faculty, Staff and Student Publications

STAT5B has been reported as a recurrent mutation in myeloid neoplasms with eosinophilia, but its overall frequency and importance across a spectrum of myeloid neoplasms are largely unknown. We conducted a multicenter study on a series of 82 myeloid neoplasms with STAT5B mutations detected by next-generation sequencing. The estimated frequency of STAT5B mutations in myeloid neoplasms was low, <0.5%, but mutations were detected in all categories of such neoplasms, including myelodysplastic syndrome (MDS, 28%), acute myeloid leukemia (AML, 26%), myelodysplastic/myeloproliferative neoplasm (MDS/MPN, 18%), Philadelphia chromosome-negative classic MPN (12%), systemic mastocytosis (1%), and, with a notably high frequency, chronic eosinophilic leukemia, not otherwise specified (CEL-NOS, 15%). STAT5B mutations occurred preferentially in the SH2 domain (95%), involved 12 different codons, with the N642H hotspot being the most common (78%). Co-mutations were present in all cases and clonal hierarchy analysis showed that STAT5B mutations tended to be subclonal in AML, MPN, and MDS, but frequently dominant/co-dominant in CEL-NOS (83%), followed by MDS/MPN (40%). Across the group, eosinophilia and/or basophilia were common (41%), frequently observed in cases in which STAT5B mutations were detected at initial diagnosis (P<0.0001), with a high variant allele frequency (median 42.5%, P=0.0001), as a dominant/ co-dominant clone (P<0.0001), involving the canonical N642H (P=0.0607), and associated with fewer co-mutations (P=0.0009). Our data show that the characteristics and importance of a STAT5B mutation differ among myeloid neoplasms, but if present as a dominant mutation and detected at initial diagnosis, it appears to be a driver mutation in a subgroup of chronic myeloid neoplasms, preferentially promoting a proliferation of eosinophils and basophils.

Statistical And Practical Considerations In Planning And Conduct Of Dose-Optimization Trials, Ying Yuan, Heng Zhou, Suyu Liu

Faculty, Staff and Student Publications

The U.S. Food and Drug Administration launched Project Optimus with the aim of shifting the paradigm of dose-finding and selection toward identifying the optimal biological dose that offers the best balance between benefit and risk, rather than the maximum tolerated dose. However, achieving dose optimization is a challenging task that involves a variety of factors and is considerably more complicated than identifying the maximum tolerated dose, both in terms of design and implementation. This article provides a comprehensive review of various design strategies for dose-optimization trials, including phase 1/2 and 2/3 designs, and highlights their respective advantages and disadvantages. In …

Excess Risk Of Chronic Health Conditions In Hispanic Survivors Of Adolescent And Young Adult Cancers, Amy M Berkman, Eunju Choi, John M Salsman, Susan K Peterson, Christabel K Cheung, Clark R Andersen, Qian Lu, J A Livingston, Michelle A T Hildebrandt, Susan K Parsons, Michael E Roth

Faculty, Staff and Student Publications

Purpose: There is a growing population of survivors of adolescent and young adult (AYA) cancers (age 15-39 years at diagnosis). Studies in AYA cancer survivors have identified racial and ethnic disparities in long-term outcomes. To understand the extent to which a cancer diagnosis exacerbates pre-existent health disparities within a minoritized population, comparisons should be made to those of the same race or ethnicity without a cancer history.

Methods: Self-reported data from the National Health Interview Survey (2009-2018) were used to identify Hispanic AYA cancer survivors and Hispanic age- and sex-matched controls. SES factors (marital status, income, education, insurance) and prevalence …

The Association Of Nursing Homes' Organizational Context With Care Aide Empowerment: A Cross-Sectional Study, Alba Iaconi, Matthias Hoben, Whitney Berta Phd, Yinfei Duan, Peter G Norton, Yuting Song, Stephanie A Chamberlain, Anna Beeber, Ruth A Anderson, Holly J Lanham, Janelle Perez, Jing Wang, Katharina Choroschun, Shovana Shrestha, Greta Cummings, Carole A Estabrooks

Faculty, Staff and Student Publications

Background and objectives: Organizational context is thought to influence whether care aides feel empowered, but we lack empirical evidence in the nursing home sector. Our objective was to examine the association of features of nursing homes' unit organizational context with care aides' psychological empowerment.

Research design and methods: This cross-sectional study analyzed survey data from 3765 care aides in 91 Western Canadian nursing homes. Random-intercept mixed-effects regressions were used to examine the associations between nursing home unit organizational context and care aides' psychological empowerment, controlling for care aide, care unit, and nursing home covariates.

Results: Organizational (IVs) culture, social capital, …

Consolidation Osimertinib Versus Durvalumab Versus Observation After Concurrent Chemoradiation In Unresectable Egfr-Mutant Nsclc: A Multicenter Retrospective Cohort Study, Amin H Nassar, So Yeon Kim, Jacqueline V Aredo, Jamie Feng, Frances Shepherd, Chao Xu, David Kaldas, Jhanelle E Gray, Thomas J Dilling, Joel W Neal, Heather A Wakelee, Yufei Liu, Steven H Lin, Tariq Abuali, Arya Amini, Yunan Nie, Tejas Patil, Anastasiya Lobachov, Jair Bar, Bailey Fitzgerald, Yu Fujiwara, Thomas U Marron, Rohit Thummalapalli, Helena Yu, Dwight H Owen, John Sharp, Saira Farid, Pedro Rocha, Edurne Arriola, Angelica D'Aiello, Haiying Cheng, Ryan Whitaker, Kaushal Parikh, Yash Ashara, Luxi Chen, Kamya Sankar, Jeremy P Harris, Misako Nagasaka, Adanma Ayanambakkam, Ana I Velazquez, Meera Ragavan, Jessica J Lin, Zofia Piotrowska, Molly Wilgucki, Joshua Reuss, Heike Luders, Christian Grohe, Javier Baena Espinar, Ella Feiner, Salman R Punekar, Shruti Gupta, Ticiana Leal, David J Kwiatkowski, Raymond H Mak, Elio Adib, Abdul Rafeh Naqash, Sarah B Goldberg

Faculty, Staff and Student Publications

Introduction: Durvalumab improves survival when used as consolidation therapy after chemoradiation (CRT) in patients with stage III NSCLC. The optimal consolidation therapy for patients with EGFR-mutant (EGFRmut) stage III NSCLC remains unknown.

Methods: In this multi-institutional, international retrospective analysis across 24 institutions, we evaluated outcomes in patients with stage III EGFRmut NSCLC treated with concurrent CRT followed by consolidation therapy with osimertinib, durvalumab, or observation between 2015 and 2022. Kaplan-Meier method was used to estimate real-world progression-free survival (rwPFS, primary end point) and overall survival (secondary end point). Treatment-related adverse events (trAEs) during consolidation treatment were defined using Common Terminology …

Utilization Of Biologic Disease-Modifying Antirheumatic Therapy In Patients With Rheumatoid Arthritis And Recently Diagnosed Breast Cancer, Juan I Ruiz, Xiudong Lei, Chi-Fang Wu, Hui Zhao, Sharon H Giordano, Suja S Rajan, Maria E Suarez-Almazor

Faculty, Staff and Student Publications

Objective: Biologic disease-modifying antirheumatic drugs (bDMARDs) are immunosuppressants, and there have been concerns that they might impact tumor immunity in patients with cancer with rheumatoid arthritis (RA). The purpose of this study was to describe the utilization trends of bDMARD in patients with RA after breast cancer (BC) diagnosis.

Methods: We performed a retrospective cohort study of adults with RA and BC (2008 onward) from Optum's de-identified Clinformatics® Data Mart Database (CDM); the Surveillance, Epidemiology, and End Results Program (SEER) Medicare; and the Texas Cancer Registry (TCR) Medicare databases. We evaluated bDMARD utilization trends during the first three years after …

A Comprehensive Investigation Of The Performance Of A Commercial Scintillator System For Applications In Electron Flash Radiotherapy, Kevin Liu, Shannon Holmes, Emil Schüler, Sam Beddar

Faculty, Staff and Student Publications

Background: Dosimetry in ultra-high dose rate (UHDR) beamlines is significantly challenged by limitations in real-time monitoring and accurate measurement of beam output, beam parameters, and delivered doses using conventional radiation detectors, which exhibit dependencies in ultra-high dose-rate (UHDR) and high dose-per-pulse (DPP) beamline conditions.

Purpose: In this study, we characterized the response of the Exradin W2 plastic scintillator (Standard Imaging, Inc.), a water-equivalent detector that provides measurements with a time resolution of 100 Hz, to determine its feasibility for use in UHDR electron beamlines.

Methods: The W2 scintillator was exposed to an UHDR electron beam with different beam parameters by …

Cascade Genetic Testing: An Underutilized Pathway To Equitable Cancer Care?, Roni Nitecki Wilke, Erica M Bednar, Sara Pirzadeh-Miller, Sayoni Lahiri, Isabel C Scarinci, Charles A Leath Iii, Melissa K Frey, Karen H Lu, J Alejandro Rauh-Hain

Faculty, Staff and Student Publications

The Precision Medicine Initiative was launched upon the potential of genomic information to tailor medical care. Cascade genetic testing represents a powerful application of precision medicine and involves the process of familial diffusion or the "cascade" of genomic risk information. When an individual (proband) is found to carry a cancer-associated germline pathogenic mutation, the information should be cascaded or shared with at-risk relatives. First degree relatives have a 50% likelihood of carrying the same cancer-associated mutation. This process of cascade testing offers at-risk relatives the opportunity for genetic testing and, for those who also carry the cancer-associated mutation, genetically targeted …

Mortality In Recipients Of Allogeneic Haematopoietic Cell Transplantation In The Era Of Cytomegalovirus Primary Prophylaxis: A Single-Centre Retrospective Experience, Anthony Febres-Aldana, Fareed Khawaja, Oscar Morado-Aramburo, Terri Lynn Shigle, Gabriela Rondon, Joseph Sassine, Amy Spallone, Krithika Srinivasan, Jeremy Ramdial, Amin Alousi, Richard Champlin, George Chen, May Daher, Katayoun Rezvani, Ella J Ariza-Heredia, Elizabeth J Shpall, Roy F Chemaly

Faculty, Staff and Student Publications

Objectives: Allogeneic haematopoietic cell transplant (allo-HCT) recipients who are cytomegalovirus (CMV)-seronegative have better post-transplant outcomes than CMV-seropositive recipients. Letermovir (LTV) is approved for CMV primary prophylaxis in adults who are CMV-seropositive after allo-HCT, and its use is associated with improved long-term post-transplant outcomes. We analysed whether LTV has affected the relationship between CMV serostatus and post-transplant outcomes.

Methods: We conducted a retrospective single-centre cohort study of allo-HCT recipients, stratified according to donor (D) and recipient (R). CMV serostatus and the use of LTV: D-/R-, R+/LTV-, and R+/LTV+. Outcomes measured were all-cause and non-relapse mortality, clinically significant CMV infection, graft-versus-host disease, …

Presentation, Management, And Outcomes Of Norovirus In Adult And Pediatric Solid Organ And Hematopoietic Stem Cell Transplant Recipients: A Multicenter, Retrospective Study, Michelle Callegari, Lara A Danziger-Isakov, Anne Rose, Daniel Kaul, Kelly Shaffer, Pearlie P Chong, Diana Florescu, Kaci German, Robin Avery, M Hong Nguyen, Brett Wildfeuer, Marian G Michaels, Michael Green, Kexin Guo, Lihui Zhao, Amna Daud, Michael G Ison

Faculty, Staff and Student Publications

Background: Norovirus (NoV) can cause chronic relapsing and remitting diarrhea in immunocompromised patients. Few multicenter studies have described the clinical course, outcomes, and complications of chronic NoV in transplant recipients.

Methods: A multicenter retrospective study of adult and pediatric SOT and HSCT recipients diagnosed with NoV between November 1, 2017, and February 28, 2021. Data were obtained from electronic medical records (EMR) and entered into a central REDCap database. Descriptive statistics were calculated.

Results: A total of 280 NoV+ patients were identified across eight sites. The majority were adults (74.1%) and SOT recipients (91.4%). Initial diagnosis of NoV occurred a …

Targeting Sinonasal Undifferentiated Carcinoma With A Combinatory Immunotherapy Approach, Austin T K Hoke, Yoko Takahashi, Michelle R Padget, Javier Gomez, Moran Amit, Jared Burks, Diana Bell, Tongxin Xie, Patrick Soon-Shiong, James W Hodge, Ehab Y Hanna, Nyall R London

Faculty, Staff and Student Publications

PURPOSE: Sinonasal undifferentiated carcinoma (SNUC) is a rare, aggressive malignancy of the sinonasal cavity with poor prognosis and limited treatment options. To investigate the potential for SNUC sensitivity to combinatory immunotherapy, we performed in vitro studies with SNUC cell lines and used multi-spectral immunofluorescence to characterize the in vivo patient SNUC tumor immune microenvironment (TIME).

EXPERIMENTAL DESIGN: Human-derived SNUC cell lines were used for in vitro studies of tumor cell susceptibility to natural killer (NK) cell-based immunotherapeutic strategies. Tumor samples from 14 treatment naïve SNUC patients were examined via multi-spectral immunofluorescence and clinical correlations assessed.

RESULTS: Anti-PD-L1 blockade enhanced NK …

Adding 6 Months Of Androgen Deprivation Therapy To Postoperative Radiotherapy For Prostate Cancer: A Comparison Of Short-Course Versus No Androgen Deprivation Therapy In The Radicals-Hd Randomised Controlled Trial, Chris C Parker, Noel W Clarke, Adrian D Cook, Howard Kynaston, Charles N Catton, William R Cross, Peter M Petersen, Rajendra A Persad, Fred Saad, Lorna C Bower, John Logue, Heather Payne, Silvia Forcat, Cindy Goldstein, Claire Murphy, Juliette Anderson, Maroie Barkati, David M Bottomley, Jennifer Branagan, Ananya Choudhury, Peter W M Chung, Lyn Cogley, Chee L Goh, Peter Hoskin, Vincent Khoo, Shawn C Malone, Lindsey Masters, Stephen L Morris, Abdenour Nabid, Aldrich D Ong, Rakesh Raman, Kathryn L Tarver, Alison C Tree, Jane Worlding, James P Wylie, Anjali M Zarkar, Wendy R Parulekar, Mahesh K B Parmar, Matthew R Sydes, Radicals Investigators

Faculty, Staff and Student Publications

BACKGROUND: Previous evidence indicates that adjuvant, short-course androgen deprivation therapy (ADT) improves metastasis-free survival when given with primary radiotherapy for intermediate-risk and high-risk localised prostate cancer. However, the value of ADT with postoperative radiotherapy after radical prostatectomy is unclear.

METHODS: RADICALS-HD was an international randomised controlled trial to test the efficacy of ADT used in combination with postoperative radiotherapy for prostate cancer. Key eligibility criteria were indication for radiotherapy after radical prostatectomy for prostate cancer, prostate-specific antigen less than 5 ng/mL, absence of metastatic disease, and written consent. Participants were randomly assigned (1:1) to radiotherapy alone (no ADT) or radiotherapy …

Escalated-Dose Radiotherapy For Unresected Locally Advanced Pancreatic Cancer: Patterns Of Care And Survival In The United States, Christopher Shi, Brian De, Hop S Tran Cao, Suyu Liu, Marcus A Florez, Ramez Kouzy, Adam J Grippin, Matthew H G Katz, Ching-Wei D Tzeng, Naruhiko Ikoma, Michael P Kim, Sunyoung Lee, Jason Willis, Sonal S Noticewala, Bruce D Minsky, Grace L Smith, Emma B Holliday, Cullen M Taniguchi, Albert C Koong, Prajnan Das, Ethan B Ludmir, Eugene J Koay

Faculty, Staff and Student Publications

INTRODUCTION: With locally advanced pancreatic cancer (LAPC), uncontrolled local tumor growth frequently leads to mortality. Advancements in radiotherapy (RT) techniques have enabled conformal delivery of escalated-dose RT (EDR), which may have potential local control and overall survival (OS) benefits based on retrospective and early prospective studies. With evidence for EDR emerging, we characterized the adoption of EDR across the United States and its associated outcomes.

METHODS: We searched the National Cancer Database for nonsurgically managed LAPC patients diagnosed between 2004 and 2019. Pancreas-directed RT with biologically effective doses (BED10) ≥39 and ≤70 Gy was labeled conventional-dose RT (CDR), and BED10 …

Mesenchymal-Specific Alms1 Knockout In Mice Recapitulates Metabolic Features Of Alström Syndrome, Eleanor J Mckay, Ineke Luijten, Xiong Weng, Pablo B Martinez De Morentin, Elvira De Frutos González, Zhanguo Gao, Mikhail G Kolonin, Lora K Heisler, Robert K Semple

Faculty, Staff and Student Publications

OBJECTIVE: Alström Syndrome (AS), caused by biallelic ALMS1 mutations, includes obesity with disproportionately severe insulin resistant diabetes, dyslipidemia, and fatty liver. Prior studies suggest that hyperphagia is accounted for by loss of ALMS1 function in hypothalamic neurones, whereas disproportionate metabolic complications may be due to impaired adipose tissue expandability. We tested this by comparing the metabolic effects of global and mesenchymal stem cell (MSC)-specific Alms1 knockout.

METHODS: Global Alms1 knockout (KO) mice were generated by crossing floxed Alms1 and CAG-Cre mice. A Pdgfrα-Cre driver was used to abrogate Alms1 function selectively in MSCs and their descendants, including preadipocytes. We combined …

Contemporary Approach To Neurofibromatosis Type 1-Associated Malignant Peripheral Nerve Sheath Tumors, Angela C Hirbe, Carina A Dehner, Eva Dombi, Vanessa Eulo, Andrea M Gross, Taylor Sundby, Alexander J Lazar, Brigitte C Widemann

Faculty, Staff and Student Publications

Most malignant peripheral nerve sheath tumors (MPNSTs) are clinically aggressive high-grade sarcomas, arising in individuals with neurofibromatosis type 1 (NF1) at a significantly elevated estimated lifetime frequency of 8%-13%. In the setting of NF1, MPNSTs arise from malignant transformation of benign plexiform neurofibroma and borderline atypical neurofibromas. Composed of neoplastic cells from the Schwannian lineage, these cancers recur in approximately 50% of individuals, and most patients die within five years of diagnosis, despite surgical resection, radiation, and chemotherapy. Treatment for metastatic disease is limited to cytotoxic chemotherapy and investigational clinical trials. In this article, we review the pathophysiology of this …

Deformable Motion Compensation In Interventional Cone-Beam Ct With A Context-Aware Learned Autofocus Metric, Heyuan Huang, Yixuan Liu, Jeffrey H Siewerdsen, Alexander Lu, Yicheng Hu, Wojciech Zbijewski, Mathias Unberath, Clifford R Weiss, Alejandro Sisniega

Faculty, Staff and Student Publications

Purpose: Interventional Cone-Beam CT (CBCT) offers 3D visualization of soft-tissue and vascular anatomy, enabling 3D guidance of abdominal interventions. However, its long acquisition time makes CBCT susceptible to patient motion. Image-based autofocus offers a suitable platform for compensation of deformable motion in CBCT, but it relies on handcrafted motion metrics based on first-order image properties and that lack awareness of the underlying anatomy. This work proposes a data-driven approach to motion quantification via a learned, context-aware, deformable metric, VIFDL , that quantifies the amount of motion degradation as well as the realism of the structural anatomical content in the image. …

Associations Between Radiation Oncologist Demographic Factors And Segmentation Similarity Benchmarks: Insights From A Crowd-Sourced Challenge Using Bayesian Estimation, Kareem A Wahid, Onur Sahin, Suprateek Kundu, Diana Lin, Anthony Alanis, Salik Tehami, Serageldin Kamel, Simon Duke, Michael V Sherer, Mathis Rasmussen, Stine Korreman, David Fuentes, Michael Cislo, Benjamin E Nelms, John P Christodouleas, James D Murphy, Abdallah S R Mohamed, Renjie He, Mohammed A Naser, Erin F Gillespie, Clifton D Fuller

Faculty, Staff and Student Publications

PURPOSE: The quality of radiotherapy auto-segmentation training data, primarily derived from clinician observers, is of utmost importance. However, the factors influencing the quality of clinician-derived segmentations are poorly understood; our study aims to quantify these factors.

METHODS: Organ at risk (OAR) and tumor-related segmentations provided by radiation oncologists from the Contouring Collaborative for Consensus in Radiation Oncology data set were used. Segmentations were derived from five disease sites: breast, sarcoma, head and neck (H&N), gynecologic (GYN), and GI. Segmentation quality was determined on a structure-by-structure basis by comparing the observer segmentations with an expert-derived consensus, which served as a reference …

Current Methods For Hyperpolarized [1-Current Methods For Hyperpolarized [1-13c]Pyruvate Mri Human Studies, Peder E Z Larson, Jenna M L Bernard, James A Bankson, Nikolaj Bøgh, Robert A Bok, Albert P Chen, Charles H Cunningham, Jeremy W Gordon, Jan-Bernd Hövener, Christoffer Laustsen, Dirk Mayer, Mary A Mclean, Franz Schilling, James B Slater, Jean-Luc Vanderheyden, Cornelius Von Morze, Daniel B Vigneron, Duan Xu

Faculty, Staff and Student Publications

MRI with hyperpolarized (HP) 13C agents, also known as HP 13C MRI, can measure processes such as localized metabolism that is altered in numerous cancers, liver, heart, kidney diseases, and more. It has been translated into human studies during the past 10 years, with recent rapid growth in studies largely based on increasing availability of hyperpolarized agent preparation methods suitable for use in humans. This paper aims to capture the current successful practices for HP MRI human studies with [1-13C]pyruvate - by far the most commonly used agent, which sits at a key metabolic junction in glycolysis. The paper is …

Integrative Genomic And Transcriptomic Profiling Of Pulmonary Sarcomatoid Carcinoma Identifies Molecular Subtypes Associated With Distinct Immune Features And Clinical Outcomes, Sahil Seth, Runzhe Chen, Yang Liu, Junya Fujimoto, Lingzhi Hong, Alexandre Reuben, Susan Varghese, Carmen Behrens, Tina Mcdowell, Luisa Solis Soto, Cara Haymaker, Annikka Weissferdt, Neda Kalhor, Jia Wu, Xiuning Le, Natalie I Vokes, Chao Cheng, John V Heymach, Don L Gibbons, P Andrew Futreal, Ignacio I Wistuba, Humam Kadara, Jianhua Zhang, Cesar Moran, Jianjun Zhang

Faculty, Staff and Student Publications

BACKGROUND: Pulmonary sarcomatoid carcinoma (PSC) is a rare and aggressive subtype of non-small cell lung cancer (NSCLC), characterized by the presence of epithelial and sarcoma-like components. The molecular and immune landscape of PSC has not been well defined.

METHODS: Multiomics profiling of 21 pairs of PSCs with matched normal lung tissues was performed through targeted high-depth DNA panel, whole-exome, and RNA sequencing. We describe molecular and immune features that define subgroups of PSC with disparate genomic and immunogenic features as well as distinct clinical outcomes.

RESULTS: In total, 27 canonical cancer gene mutations were identified, with

CONCLUSIONS: We provided detailed …

Immune Infiltration At The Primary Tumor Is Associated With Clinical Outcome Of Patients With Extranodal Extension Of Lymph Node Metastasis In Oral Cancer, Chieko Michikawa, Frederico O Gleber-Netto, Curtis R Pickering, Xiayu Rao, Jing Wang, Andrew G Sikora, Jeffrey N Myers, Mitchell J Frederick

Faculty, Staff and Student Publications

Background: Extranodal extension (ENE) of lymph node metastasis is one of the most reliable prognostic indicators for patients with locally advanced oral cancer. Although multiple reports have found a close relationship between immune infiltration of tumors and patient clinical outcomes, its association with ENE is unknown.

Methods: We identified 234 human papillomavirus-negative (HPV-) oral cavity squamous cell carcinoma (OSCC) patients in The Cancer Genome Atlas and investigated the immune infiltration profiles of primary tumors and their association with survival.

Results: Hierarchical clustering analysis clearly classified the overall immune infiltration status in OSCC into high immune or low immune groups. The …