Biomedical Informatics Commons^™

Community Perspectives On Ai/Ml And Health Equity: Aim-Ahead Nationwide Stakeholder Listening Sessions, Jamboor K Vishwanatha, Allison Christian, Usha Sambamoorthi, Erika L Thompson, Katie Stinson, Toufeeq Ahmed Syed

Faculty, Staff and Student Publications

Artificial intelligence and machine learning (AI/ML) tools have the potential to improve health equity. However, many historically underrepresented communities have not been engaged in AI/ML training, research, and infrastructure development. Therefore, AIM-AHEAD (Artificial Intelligence/Machine Learning Consortium to Advance Health Equity and Researcher Diversity) seeks to increase participation and engagement of researchers and communities through mutually beneficial partnerships. The purpose of this paper is to summarize feedback from listening sessions conducted by the AIM-AHEAD Coordinating Center in February 2022, titled the "AIM-AHEAD Community Building Convention (ACBC)." A total of six listening sessions were held over three days. A total of 977 …

A Novel Integrated Approach To Predicting Cancer Immunotherapy Efficacy, Ruihan Luo, Jacqueline Chyr, Jianguo Wen, Yanfei Wang, Weiling Zhao, Xiaobo Zhou

Faculty, Staff and Student Publications

Immunotherapies have revolutionized cancer treatment modalities; however, predicting clinical response accurately and reliably remains challenging. Neoantigen load is considered as a fundamental genetic determinant of therapeutic response. However, only a few predicted neoantigens are highly immunogenic, with little focus on intratumor heterogeneity (ITH) in the neoantigen landscape and its link with different features in the tumor microenvironment. To address this issue, we comprehensively characterized neoantigens arising from nonsynonymous mutations and gene fusions in lung cancer and melanoma. We developed a composite NEO2IS to characterize interplays between cancer and CD8+ T-cell populations. NEO2IS improved prediction accuracy of patient responses to immune-checkpoint …

Inferring Personalized Treatment Effect Of Antihypertensives On Alzheimer's Disease Using Deep Learning, Pulakesh Upadhyaya, Yaobin Ling, Luyao Chen, Yejin Kim, Xiaoqian Jiang

Faculty, Staff and Student Publications

Alzheimer's disease (AD) is one of the leading causes of death in the United States, especially among the elderly. Recent studies have shown how hypertension is related to cognitive decline in elderly patients, which in turn leads to increased mortality as well as morbidity. There have been various studies that have looked at the effect of antihypertensive drugs in reducing cognitive decline, and their results have proved inconclusive. However, most of these studies assume the treatment effect is similar for all patients, thus considering only the average treatment effects of antihypertensive drugs. In this paper, we assume that the effect …

A Guide To The Brain Initiative Cell Census Network Data Ecosystem, Michael Hawrylycz, Maryann E Martone, Giorgio A Ascoli, Jan G Bjaalie, Hong-Wei Dong, Satrajit S Ghosh, Jesse Gillis, Ronna Hertzano, David R Haynor, Patrick R Hof, Yongsoo Kim, Ed Lein, Yufeng Liu, Jeremy A Miller, Partha P Mitra, Eran Mukamel, Lydia Ng, David Osumi-Sutherland, Hanchuan Peng, Patrick L Ray, Raymond Sanchez, Aviv Regev, Alex Ropelewski, Richard H Scheuermann, Shawn Zheng Kai Tan, Carol L Thompson, Timothy Tickle, Hagen Tilgner, Merina Varghese, Brock Wester, Owen White, Hongkui Zeng, Brian Aevermann, David Allemang, Seth Ament, Thomas L Athey, Cody Baker, Katherine S Baker, Pamela M Baker, Anita Bandrowski, Samik Banerjee, Prajal Bishwakarma, Ambrose Carr, Min Chen, Roni Choudhury, Jonah Cool, Heather Creasy, Florence D'Orazi, Kylee Degatano, Benjamin Dichter, Song-Lin Ding, Tim Dolbeare, Joseph R Ecker, Rongxin Fang, Jean-Christophe Fillion-Robin, Timothy P Fliss, James Gee, Tom Gillespie, Nathan Gouwens, Guo-Qiang Zhang, Yaroslav O Halchenko, Nomi L Harris, Brian R Herb, Houri Hintiryan, Gregory Hood, Sam Horvath, Bingxing Huo, Dorota Jarecka, Shengdian Jiang, Farzaneh Khajouei, Elizabeth A Kiernan, Huseyin Kir, Lauren Kruse, Changkyu Lee, Boudewijn Lelieveldt, Yang Li, Hanqing Liu, Lijuan Liu, Anup Markuhar, James Mathews, Kaylee L Mathews, Chris Mezias, Michael I Miller, Tyler Mollenkopf, Shoaib Mufti, Christopher J Mungall, Joshua Orvis, Maja A Puchades, Lei Qu, Joseph P Receveur, Bing Ren, Nathan Sjoquist, Brian Staats, Daniel Tward, Cindy T J Van Velthoven, Quanxin Wang, Fangming Xie, Hua Xu, Zizhen Yao, Zhixi Yun, Yun Renee Zhang, W Jim Zheng, Brian Zingg

Faculty, Staff and Student Publications

Characterizing cellular diversity at different levels of biological organization and across data modalities is a prerequisite to understanding the function of cell types in the brain. Classification of neurons is also essential to manipulate cell types in controlled ways and to understand their variation and vulnerability in brain disorders. The BRAIN Initiative Cell Census Network (BICCN) is an integrated network of data-generating centers, data archives, and data standards developers, with the goal of systematic multimodal brain cell type profiling and characterization. Emphasis of the BICCN is on the whole mouse brain with demonstration of prototype feasibility for human and nonhuman …

Predicting The Risk Of Alzheimer's Disease And Related Dementia In Patients With Mild Cognitive Impairment Using A Semi-Competing Risk Approach, Zhaoyi Chen, Yuchen Yang, Dazheng Zhang, Jingchuan Guo, Yi Guo, Xia Hu, Yong Chen, Jiang Bian

Faculty, Staff and Student Publications

Alzheimer's disease (AD) and AD-related dementias (AD/ADRD) are a group of progressive neurodegenerative diseases. The progression of AD can be conceptualized as a continuum in which patients progress from normal cognition to preclinical AD (i.e., no symptoms but biological changes in the brain) to mild cognitive impairment (MCI) due to AD (i.e., mild symptoms but not interfere with daily activities), followed by increasing severity of dementia due to AD. Early detection and prediction models for the transition of MCI to AD/ADRD are needed, and efforts have been made to build predictions of MCI conversion to AD/ADRD. However, most existing studies …

Mitigating Membership Inference In Deep Survival Analyses With Differential Privacy, Liyue Fan, Luca Bonomi

Faculty, Staff and Student Publications

Deep neural networks have been increasingly integrated in healthcare applications to enable accurate predicative analyses. Sharing trained deep models not only facilitates knowledge integration in collaborative research efforts but also enables equitable access to computational intelligence. However, recent studies have shown that an adversary may leverage a shared model to learn the participation of a target individual in the training set. In this work, we investigate privacy-protecting model sharing for survival studies. Specifically, we pose three research questions. (1) Do deep survival models leak membership information? (2) How effective is differential privacy in defending against membership inference in deep survival …

Comparative Analyses Define Differences Between Bhd-Associated Renal Tumour And Sporadic Chromophobe Renal Cell Carcinoma, Ryosuke Jikuya, Todd A Johnson, Kazuhiro Maejima, Jisong An, Young-Seok Ju, Hwajin Lee, Kyungsik Ha, Woojeung Song, Youngwook Kim, Yuki Okawa, Shota Sasagawa, Yuki Kanazashi, Masashi Fujita, Seiya Imoto, Taku Mitome, Shinji Ohtake, Go Noguchi, Sachi Kawaura, Yasuhiro Iribe, Kota Aomori, Tomoyuki Tatenuma, Mitsuru Komeya, Hiroki Ito, Yusuke Ito, Kentaro Muraoka, Mitsuko Furuya, Ikuma Kato, Satoshi Fujii, Haruka Hamanoue, Tomohiko Tamura, Masaya Baba, Toshio Suda, Tatsuhiko Kodama, Kazuhide Makiyama, Masahiro Yao, Brian M Shuch, Christopher J Ricketts, Laura S Schmidt, W Marston Linehan, Hidewaki Nakagawa, Hisashi Hasumi

Faculty, Staff and Student Publications

BACKGROUND: Birt-Hogg-Dubé (BHD) syndrome, caused by germline alteration of folliculin (FLCN) gene, develops hybrid oncocytic/chromophobe tumour (HOCT) and chromophobe renal cell carcinoma (ChRCC), whereas sporadic ChRCC does not harbor FLCN alteration. To date, molecular characteristics of these similar histological types of tumours have been incompletely elucidated.

METHODS: To elucidate renal tumourigenesis of BHD-associated renal tumours and sporadic renal tumours, we conducted whole genome sequencing (WGS) and RNA-sequencing (RNA-seq) of sixteen BHD-associated renal tumours from nine unrelated BHD patients, twenty-one sporadic ChRCCs and seven sporadic oncocytomas. We then compared somatic mutation profiles with FLCN variants and RNA expression profiles between BHD-associated …

The Integrative Studies On The Functional A-To-I Rna Editing Events In Human Cancers, Sijia Wu, Zhiwei Fan, Pora Kim, Liyu Huang, Xiaobo Zhou

Faculty, Staff and Student Publications

Adenosine-to-inosine (A-to-I) RNA editing, constituting nearly 90% of all RNA editing events in humans, has been reported to contribute to the tumorigenesis in diverse cancers. However, the comprehensive map for functional A-to-I RNA editing events in cancers is still insufficient. To fill this gap, we systematically and intensively analyzed multiple tumorigenic mechanisms of A-to-I RNA editing events in samples across 33 cancer types from The Cancer Genome Atlas. For individual candidate among ∼ 1,500,000 quantified RNA editing events, we performed diverse types of downstream functional annotations. Finally, we identified 24,236 potentially functional A-to-I RNA editing events, including the cases …

Evolution Of Cisplatin Resistance Through Coordinated Metabolic Reprogramming Of The Cellular Reductive State, Wangie Yu, Yunyun Chen, Nagireddy Putluri, Abdullah Osman, Cristian Coarfa, Vasanta Putluri, Abu H M Kamal, Jennifer Kay Asmussen, Panagiotis Katsonis, Jeffrey N Myers, Stephen Y Lai, Wuhao Lu, Clifford C Stephan, Reid T Powell, Faye M Johnson, Heath D Skinner, Jawad Kazi, Kazi Mokim Ahmed, Linghao Hu, Addison Threet, Matthew D Meyer, James A Bankson, Tony Wang, Jack Davis, Kirby R Parker, Madison A Harris, Mokryun L Baek, Gloria V Echeverria, Xiaoli Qi, Jin Wang, Andy I Frederick, Alex J Walsh, Olivier Lichtarge, Mitchell J Frederick, Vlad C Sandulache

Faculty, Staff and Student Publications

BACKGROUND: Cisplatin (CDDP) is a mainstay treatment for advanced head and neck squamous cell carcinomas (HNSCC) despite a high frequency of innate and acquired resistance. We hypothesised that tumours acquire CDDP resistance through an enhanced reductive state dependent on metabolic rewiring.

METHODS: To validate this model and understand how an adaptive metabolic programme might be imprinted, we performed an integrated analysis of CDDP-resistant HNSCC clones from multiple genomic backgrounds by whole-exome sequencing, RNA-seq, mass spectrometry, steady state and flux metabolomics.

RESULTS: Inactivating KEAP1 mutations or reductions in KEAP1 RNA correlated with Nrf2 activation in CDDP-resistant cells, which functionally contributed to …

Commentary: Sarcopenia Is Not Just Skeletal Muscle Loss, Akiko Tanaka, Anthony L Estrera

Faculty, Staff and Student Publications

No abstract provided.

A Bayesian Feature Allocation Model For Identifying Cell Subpopulations Using Cytof Data, Arthur Lui, Juhee Lee, Peter F Thall, May Daher, Katy Rezvani, Rafet Basar

Faculty, Staff and Student Publications

A Bayesian feature allocation model (FAM) is presented for identifying cell subpopulations based on multiple samples of cell surface or intracellular marker expression level data obtained by cytometry by time of flight (CyTOF). Cell subpopulations are characterized by differences in marker expression patterns, and cells are clustered into subpopulations based on their observed expression levels. A model-based method is used to construct cell clusters within each sample by modeling subpopulations as latent features, using a finite Indian buffet process. Non-ignorable missing data due to technical artifacts in mass cytometry instruments are accounted for by defining a static missingship mechanism. In …

Selective Immune Suppression Using Interleukin-6 Receptor Inhibitors For Management Of Immune-Related Adverse Events, Faisal Fa'ak, Maryam Buni, Adewunmi Falohun, Huifang Lu, Juhee Song, Daniel H Johnson, Chrystia M Zobniw, Van A Trinh, Muhammad Osama Awiwi, Nourel Hoda Tahon, Khaled M Elsayes, Kaysia Ludford, Emma J Montazari, Julia Chernis, Maya Dimitrova, Sabina Sandigursky, Jeffrey A Sparks, Osama Abu-Shawer, Osama Rahma, Uma Thanarajasingam, Ashley M Zeman, Rafee Talukder, Namrata Singh, Sarah H Chung, Petros Grivas, May Daher, Ala Abudayyeh, Iman Osman, Jeffrey Weber, Jean H Tayar, Maria E Suarez-Almazor, Noha Abdel-Wahab, Adi Diab

Faculty, Staff and Student Publications

BACKGROUND: Management of immune-related adverse events (irAEs) is important as they cause treatment interruption or discontinuation, more often seen with combination immune checkpoint inhibitor (ICI) therapy. Here, we retrospectively evaluated the safety and effectiveness of anti-interleukin-6 receptor (anti-IL-6R) as therapy for irAEs.

METHODS: We performed a retrospective multicenter study evaluating patients diagnosed with de novo irAEs or flare of pre-existing autoimmune disease following ICI and were treated with anti-IL-6R. Our objectives were to assess the improvement of irAEs as well as the overall tumor response rate (ORR) before and after anti-IL-6R treatment.

RESULTS: We identified a total of 92 patients …

Targeting Unc51-Like Autophagy Activating Kinase 1 (Ulk1) Overcomes Adaptive Drug Resistance In Acute Myelogenous Leukemia, Seemana Bhattacharya, Sujan Piya, Huaxian Ma, Priyanka Sharma, Qi Zhang, Natalia Baran, Vivian R Ruvolo, Teresa Mcqueen, R Eric Davis, Rasoul Pourebrahim, Marina Konopleva, Hagop Kantarjian, Nicholas D P Cosford, Michael Andreeff, Gautam Borthakur

Faculty, Staff and Student Publications

UNLABELLED: Despite effective new therapies, adaptive resistance remains the main obstacle in acute myelogenous leukemia (AML) therapy. Autophagy induction is a key mechanism for adaptive resistance. Leukemic blasts at diagnosis express higher levels of the apical autophagy kinase ULK1 compared with normal hematopoietic cells. Exposure to chemotherapy and targeted agents upregulate ULK1, hence we hypothesize that developing ULK1 inhibitors may present the unique opportunity for clinical translation of autophagy inhibition. Accordingly, we demonstrate that ULK1 inhibition, by genetic and pharmacologic means, suppresses treatment-induced autophagy, overcomes adaptive drug-resistance, and synergizes with chemotherapy and emerging antileukemia agents like venetoclax (ABT-199). The study …

A Nasal Inflammatory Cytokine Signature Is Associated With Early Graft-Versus-Host Disease Of The Lung After Allogeneic Hematopoietic Cell Transplantation: Proof Of Concept, Edwin J Ostrin, Nicholas L Rider, Amin M Alousi, Ehsan Irajizad, Liang Li, Qian Peng, Sang T Kim, Lara Bashoura, Muhammad H Arain, Laila Z Noor, Nikul Patel, Rohtesh Mehta, Uday R Popat, Chitra Hosing, Robert R Jenq, Gabriela Rondon, Samir M Hanash, Sophie Paczesny, Elizabeth J Shpall, Richard E Champlin, Burton F Dickey, Ajay Sheshadri

Faculty, Staff and Student Publications

Respiratory inflammation in bronchiolitis obliterans syndrome (BOS) after hematopoietic cell transplantation (HCT) is poorly understood. Clinical criteria for early-stage BOS (stage 0p) often capture HCT recipients without BOS. Measuring respiratory tract inflammation may help identify BOS, particularly early BOS. We conducted a prospective observational study in HCT recipients with new-onset BOS (n = 14), BOS stage 0p (n = 10), and recipients without lung impairment with (n = 3) or without (n = 8) chronic graft-versus-host disease and measured nasal inflammation using nasosorption at enrollment and then every 3 mo for 1 y. We divided BOS stage 0p into impairment …

Aibp Regulates Trpv1 Activation In Chemotherapy-Induced Peripheral Neuropathy By Controlling Lipid Raft Dynamics And Proximity To Tlr4 In Dorsal Root Ganglion Neurons, Juliana M Navia-Pelaez, Julia Borges Paes Lemes, Leonardo Gonzalez, Lauriane Delay, Luciano Dos Santos Aggum Capettini, Jenny W Lu, Gilson Gonçalves Dos Santos, Ann M Gregus, Patrick M Dougherty, Tony L Yaksh, Yury I Miller

Faculty, Staff and Student Publications

Nociceptive afferent signaling evoked by inflammation and nerve injury is mediated by the opening of ligand-gated and voltage-gated receptors or channels localized to cholesterol-rich lipid raft membrane domains. Dorsal root ganglion (DRG) nociceptors express high levels of toll-like receptor 4 (TLR4), which also localize to lipid rafts. Genetic deletion or pharmacologic blocking of TLR4 diminishes pain associated with chemotherapy-induced peripheral neuropathy (CIPN). In DRGs of mice with paclitaxel-induced CIPN, we analyzed DRG neuronal lipid rafts, expression of TLR4, activation of transient receptor potential cation channel subfamily V member 1 (TRPV1), and TLR4-TRPV1 interaction. Using proximity ligation assay, flow cytometry, and …

Survival Outcomes Of Patients With Mycosis Fungoides Involving The External Ear And Ear Canal, Alex J Wilkinson, Marc-Elie Nader, Dianna Roberts, Madeleine Duvic, Jillian R Gunther, Bouthaina S Dabaja, Paul W Gidley

Faculty, Staff and Student Publications

OBJECTIVES/HYPOTHESIS: Mycosis Fungoides (MF) is the most common subtype of cutaneous T-cell lymphoma. Disease involvement of specific locations may be more significant than simply the symptoms associated with that site; it is possible that involvement of certain sites could be associated with poor prognosis. We aimed to evaluate the outcomes of patients with MF with documented involvement of the EAC and external ear.

STUDY DESIGN: Retrospective analysis.

METHODS: We retrospectively reviewed 40 patients with MF that were treated by otologists between 2012 and 2021.

RESULTS: We report the largest series of patients with MF involving the external ear and EAC. …

Redox-Dependent Activation Of Lung Epithelial Stat3 Is Required For Inducible Protection Against Bacterial Pneumonia, Vikram V Kulkarni, Yongxing Wang, Jezreel Pantaleon Garcia, Scott E Evans

Faculty, Staff and Student Publications

The lung epithelium is dynamic, capable of considerable structural and functional plasticity in response to pathogen challenges. Our laboratory has demonstrated that an inhaled combination of a Toll-like receptor (TLR) 2/6 agonist and a TLR9 agonist (Pam2ODN) results in robust protection against otherwise lethal pneumonias. We have previously shown that intact epithelial TLR signaling and generation of multisource epithelial reactive oxygen species (ROS) are required for inducible protection. Further investigating the mechanisms underlying this phenomenon of inducible resistance, reverse-phase protein array analysis demonstrated robust STAT3 (signal transducer and activator of transcription 3) phosphorylation following treatment of lung epithelial cells. We …

Test-Retest Reliability Of Virtual Reality Devices In Quantifying For Relative Afferent Pupillary Defect, Prithul Sarker, Nasif Zaman, Joshua Ong, Phani Paladugu, Molly Aldred, Ethan Waisberg, Andrew G Lee, Alireza Tavakkoli

Faculty, Staff and Student Publications

Background: The swinging flashlight test (SFT) is one of the most prominent clinical tests for detecting the relative afferent pupillary defect (RAPD). A positive RAPD localizes the lesion to the affected afferent pupil pathway and is a critical part of any ophthalmic exam. Testing for an RAPD, however, can be challenging (especially when small), and there is significant intrarater and interrater variability.

Methods: Prior studies have shown that the pupillometer can improve the detection and measurement of RAPD. In our previous research, we have demonstrated an automatic SFT by utilizing virtual reality (VR), named VR-SFT. We applied our methods to …

Targeting Glutaminase Is Therapeutically Effective In Ibrutinib-Resistant Mantle Cell Lymphoma, Lingzhi Li, Lei Nie, Alexa Jordan, Qingsong Cai, Yang Liu, Yijing Li, Yuxuan Che, Jovanny Vargas, Zhihong Chen, Angela Leeming, Wei Wang, Yixin Yao, Michael Wang, Vivian Changying Jiang

Faculty, Staff and Student Publications

Mantle cell lymphoma (MCL) is an incurable B-cell non-Hodgkin lymphoma characterized by frequent relapses. The development of resistance to ibrutinib therapy remains a major challenge in MCL. We previously showed that glutaminolysis is associated with resistance to ibrutinib. In this study, we confirmed that glutaminase (GLS), the first enzyme in glutaminolysis, is overexpressed in ibrutinib-resistant MCL cells, and that its expression correlates well with elevated glutamine dependency and glutaminolysis. Furthermore, we discovered that GLS expression correlates with MYC expression and the functioning of the glutamine transporter ASCT2. Depletion of glutamine or GLS significantly reduced cell growth, while GLS overexpression enhanced …

It Is Better To Light A Candle Than To Curse The Darkness: Single-Cell Transcriptomics Sheds New Light On Pancreas Biology And Disease, Amelia T Cephas, William L Hwang, Anirban Maitra, Oren Parnas, Kathleen E Delgiorno

Faculty, Staff and Student Publications

Recent advances in single-cell RNA sequencing and bioinformatics have drastically increased our ability to interrogate the cellular composition of traditionally difficult to study organs, such as the pancreas. With the advent of these technologies and approaches, the field has grown, in just a few years, from profiling pancreas disease states to identifying molecular mechanisms of therapy resistance in pancreatic ductal adenocarcinoma, a particularly deadly cancer. Single-cell transcriptomics and related spatial approaches have identified previously undescribed epithelial and stromal cell types and states, how these populations change with disease progression, and potential mechanisms of action which will serve as the basis …

Pan-Cancer T Cell Atlas Links A Cellular Stress Response State To Immunotherapy Resistance, Yanshuo Chu, Enyu Dai, Yating Li, Guangchun Han, Guangsheng Pei, Davis R Ingram, Krupa Thakkar, Jiang-Jiang Qin, Minghao Dang, Xiuning Le, Can Hu, Qing Deng, Ansam Sinjab, Pravesh Gupta, Ruiping Wang, Dapeng Hao, Fuduan Peng, Xinmiao Yan, Yunhe Liu, Shumei Song, Shaojun Zhang, John V Heymach, Alexandre Reuben, Yasir Y Elamin, Melissa P Pizzi, Yang Lu, Rossana Lazcano, Jian Hu, Mingyao Li, Michael Curran, Andrew Futreal, Anirban Maitra, Amir A Jazaeri, Jaffer A Ajani, Charles Swanton, Xiang-Dong Cheng, Hussein A Abbas, Maura Gillison, Krishna Bhat, Alexander J Lazar, Michael Green, Kevin Litchfield, Humam Kadara, Cassian Yee, Linghua Wang

Faculty, Staff and Student Publications

Tumor-infiltrating T cells offer a promising avenue for cancer treatment, yet their states remain to be fully characterized. Here we present a single-cell atlas of T cells from 308,048 transcriptomes across 16 cancer types, uncovering previously undescribed T cell states and heterogeneous subpopulations of follicular helper, regulatory and proliferative T cells. We identified a unique stress response state, TSTR, characterized by heat shock gene expression. TSTR cells are detectable in situ in the tumor microenvironment across various cancer types, mostly within lymphocyte aggregates or potential tertiary lymphoid structures in tumor beds or surrounding tumor edges. T cell states/compositions correlated with …

Clinical Implications Of Tumor-Based Next-Generation Sequencing In High-Grade Epithelial Ovarian Cancer, Katherine I Foster, Kenna R M Shaw, Jeff Jin, Shannon N Westin, Timothy A Yap, Deanna M Glassman, Amir A Jazaeri, Jose A Rauh-Hain, Sanghoon Lee, Bryan M Fellman, Zhenlin Ju, Yuexin Liu, Nicole D Fleming, Anil K Sood

Faculty, Staff and Student Publications

Background: Tumor-based next-generation sequencing is used inconsistently as a tool to tailor treatment of ovarian cancer, yet beyond detection of somatic BRCA1 and BRCA2 mutations, the clinical benefit is not well established. This study aimed to assess the clinical relevance of tumor-based next-generation sequencing (tbNGS) in patients with ovarian cancer.

Methods: This retrospective study included patients with high-grade epithelial ovarian carcinoma. tbNGS results were identified in the electronic medical record using optical character recognition and natural language processing. Genetic, clinical, and demographic information was collected. Progression-free survival (PFS) and overall survival were calculated and compared using log-rank tests. Multivariate Cox …

Coffee Intake, Caffeine Metabolism Genotype, And Survival Among Men With Prostate Cancer, Justin R Gregg, Jeri Kim, Christopher Logothetis, Sam Hanash, Xiaotao Zhang, Ganiraju Manyam, Kenneth Muir, Graham G Giles, Janet L Stanford, Sonja I Berndt, Manolis Kogevinas, Hermann Brenner, Rosalind A Eeles, Practical Consortium, Peng Wei, Carrie R Daniel

Faculty, Staff and Student Publications

Background: Coffee intake may lower prostate cancer risk and progression, but postdiagnosis outcomes by caffeine metabolism genotype are not well characterized.

Objective: To evaluate associations between coffee intake, caffeine metabolism genotype, and survival in a large, multicenter study of men with prostate cancer.

Design, setting, and participants: Data from The PRACTICAL Consortium database for 5727 men with prostate cancer from seven US, Australian, and European studies were included. The cases included had data available for the CYP1A2 -163C>A rs762551 single-nucleotide variant associated with caffeine metabolism, coffee intake, and >6 mo of follow-up.

Outcome measurements and statistical analysis: Multivariable-adjusted Cox …

Cumulative Burden Of Late, Major Surgical Intervention In Survivors Of Childhood Cancer: A Report From The Childhood Cancer Survivor Study (Ccss) Cohort, Bryan V Dieffenbach, Andrew J Murphy, Qi Liu, Duncan C Ramsey, Erik J Geiger, Lisa R Diller, Rebecca M Howell, Kevin C Oeffinger, Leslie L Robison, Yutaka Yasui, Gregory T Armstrong, Eric J Chow, Brent R Weil, Christopher B Weldon

Faculty, Staff and Student Publications

Background: Multimodal cancer therapy places childhood cancer survivors at increased risk for chronic health conditions, subsequent malignancies, and premature mortality as they age. We aimed to estimate the cumulative burden of late (>5 years from cancer diagnosis), major surgical interventions among childhood cancer survivors, compared with their siblings, and to examine associations between specific childhood cancer treatments and the burden of late surgical interventions.

Methods: We analysed data from the Childhood Cancer Survivor Study (CCSS), a retrospective cohort study with longitudinal prospective follow-up of 5-year survivors of childhood cancer (diagnosed before age 21 years) treated at 31 institutions in …

Long-Term Outcomes Of Bevacizumab And Chemoradiation For Locoregionally Advanced Nasopharyngeal Carcinoma: A Nonrandomized Controlled Trial, Nancy Y Lee, Jonathan Harris, John Kim, Adam Garden, James Mechalakos, David G Pfister, Anthony T C Chan, Kenneth Hu, A Dimitrios Colevas, Steven Frank, George Shenouda, Voichita Bar-Ad, John N Waldron, Paul M Harari, Adam Raben, Pedro Torres-Saavedra, Quynh-Thu Le

Faculty, Staff and Student Publications

Importance: The long-term outcomes associated with adding bevacizumab, a vascular endothelial growth factor inhibitor, to standard chemoradiation have continued to be favorable for a group of patients with locoregionally advanced nasopharyngeal carcinoma (NPC).

Objective: To assess long-term toxic effects and clinical outcomes associated with chemotherapy, radiation therapy (RT), and bevacizumab for NPC.

Design, setting, and participants: This single-arm phase II nonrandomized controlled trial was conducted by the National Cancer Trials Network group and NRG Oncology (formerly Radiation Therapy Oncology Group), with accrual from December 13, 2006, to February 5, 2009, and data analysis from June 26 to July 1, 2019. …

Society For Immunotherapy Of Cancer (Sitc) Clinical Practice Guideline On Immunotherapy For The Treatment Of Gynecologic Cancer, Mary L Disis, Sarah F Adams, Jyoti Bajpai, Marcus O Butler, Tyler Curiel, Shelley A Dodt, Laura Doherty, Leisha A Emens, Claire F Friedman, Margaret Gatti-Mays, Melissa A Geller, Amir Jazaeri, Veena S John, Katherine C Kurnit, John B Liao, Haider Mahdi, Anne Mills, Emese Zsiros, Kunle Odunsi

Faculty, Staff and Student Publications

Advanced gynecologic cancers have historically lacked effective treatment options. Recently, immune checkpoint inhibitors (ICIs) have been approved by the US Food and Drug Administration for the treatment of cervical cancer and endometrial cancer, offering durable responses for some patients. In addition, many immunotherapy strategies are under investigation for the treatment of earlier stages of disease or in other gynecologic cancers, such as ovarian cancer and rare gynecologic tumors. While the integration of ICIs into the standard of care has improved outcomes for patients, their use requires a nuanced understanding of biomarker testing, treatment selection, patient selection, response evaluation and surveillance, …

A Virtual Audit System For Intensity-Modulated Radiation Therapy Credentialing In Japan Clinical Oncology Group Clinical Trials: A Pilot Study, Mitsuhiro Nakamura, Dejun Zhou, Toshiyuki Minemura, Satoshi Kito, Hiroyuki Okamoto, Naoki Tohyama, Masahiko Kurooka, Yu Kumazaki, Masayori Ishikawa, Catharine H Clark, Elizabeth Miles, Joerg Lehmann, Nicolaus Andratschke, Stephen Kry, Satoshi Ishikura, Takashi Mizowaki, Teiji Nishio

Faculty, Staff and Student Publications

Purpose: The Medical Physics Working Group of the Radiation Therapy Study Group at the Japan Clinical Oncology Group is currently developing a virtual audit system for intensity-modulated radiation therapy dosimetry credentialing. The target dosimeters include films and array detectors, such as ArcCHECK (Sun Nuclear Corporation, Melbourne, Florida, USA) and Delta4 (ScandiDos, Uppsala, Sweden). This pilot study investigated the feasibility of our virtual audit system using previously acquired data.

Methods: We analyzed 46 films (32 and 14 in the axial and coronal planes, respectively) from 29 institutions. Global gamma analysis between measured and planned dose distributions used the following settings: 3%/3 …

National Institutes Of Health Diversity Supplement Awards: Experience Of Radiation Oncology Principal Investigators And Trainees, Afua A Yorke, Michael K Rooney, Jillian Rigert, Amy C Moreno, Clifton D Fuller, Eric C Ford

Faculty, Staff and Student Publications

No abstract provided.

Adaptive Immunity In Genitourinary Cancers, Madhuri Koti, Trinity Bivalacqua, Peter C Black, Toni Cathomen, Matthew D Galsky, James L Gulley, Molly A Ingersoll, Ashish M Kamat, Wassim Kassouf, D Robert Siemens, Jianjun Gao

Faculty, Staff and Student Publications

Context: While urothelial and renal cell cancers have exhibited modest responses to novel immune checkpoint inhibitors targeting the programmed death ligand 1 and its receptor, response rates in patients with prostate cancer have remained poor. The factors underlying suboptimal outcomes observed in patients treated with novel immunotherapies are still to be resolved.

Objective: To review the literature and describe the key adaptive immune physiological events associated with cancer progression and therapeutic response in genitourinary (GU) cancers.

Evidence acquisition: We performed a nonsystematic, collaborative narrative review to highlight recent advancements leading to the current state of knowledge on the critical mediators …

Characterization Of Gafchromictm Ebt4 Film With Clinical Kv/Mv Photons And Mev Electrons, Fada Guan, Huixiao Chen, Emily Draeger, Yuting Li, Resat Aydin, Christopher J Tien, Zhe Chen

Faculty, Staff and Student Publications

Objective: A newly developed GafchromicTM EBT4 film model was released recently. According to the vendor-stated specifications, this new model maintains major features of its more recent predecessor, EBT3, but has a great improvement in the signal-to-noise ratio (SNR). The purpose of this study was to fully characterize the EBT4 model by testing its dose response dependence on beam energy using clinical photon and electron beams and validating its improvement in SNR.

Methods: In the beam energy dependence experiments, 6 MV and 15 MV photon beams, 6 MeV, 12 MeV and 20 MeV electron beams, 120 kVp and two 250 kVp …