Medical Specialties Commons^™

3d Gamma Analysis Between Treatment Plans For Nominally Beam-Matched Medical Linear Accelerators Using Pymedphys, Fada Guan, William Donahue, Simon Biggs, Matthew Jennings, Emily Draeger, Huixiao Chen, Yuenan Wang, Ngoc Nguyen, David J Carlson, Zhe Chen, Dae Yup Han

Faculty, Staff and Student Publications

Beam-matched linear accelerators (linacs) enable flexible patient scheduling and efficient treatment delivery in the event of unexpected machine downtime. The purpose of this study was to test the feasibility of 3D gamma index as an additional metric beyond standard measurement-based comparisons for more efficient evaluation of treatment plans between linacs with nominally matched beam models to ensure safe patient transfer. Seventeen 3D conformal radiotherapy (3DCRT) plans and thirty-six volumetric-modulated radiation therapy (VMAT) plans for different disease sites were selected from the original linac. An in-house script was used to automatically create new plans for the target linac and calculate dose …

Ras-Mutant Leukaemia Stem Cells Drive Clinical Resistance To Venetoclax, Junya Sango, Saul Carcamo, Maria Sirenko, Abhishek Maiti, Hager Mansour, Gulay Ulukaya, Lewis E Tomalin, Nataly Cruz-Rodriguez, Tiansu Wang, Malgorzata Olszewska, Emmanuel Olivier, Manon Jaud, Bettina Nadorp, Benjamin Kroger, Feng Hu, Lewis Silverman, Stephen S Chung, Elvin Wagenblast, Ronan Chaligne, Ann-Kathrin Eisfeld, Deniz Demircioglu, Dan A Landau, Piro Lito, Elli Papaemmanuil, Courtney D Dinardo, Dan Hasson, Marina Konopleva, Eirini P Papapetrou

Faculty, Staff and Student Publications

Cancer driver mutations often show distinct temporal acquisition patterns, but the biological basis for this, if any, remains unknown. RAS mutations occur invariably late in the course of acute myeloid leukaemia, upon progression or relapsed/refractory disease1-6. Here, by using human leukaemogenesis models, we first show that RAS mutations are obligatory late events that need to succeed earlier cooperating mutations. We provide the mechanistic explanation for this in a requirement for mutant RAS to specifically transform committed progenitors of the myelomonocytic lineage (granulocyte-monocyte progenitors) harbouring previously acquired driver mutations, showing that advanced leukaemic clones can originate from a different cell type …

Psychophysical And Functional Outcomes In Chemotherapy-Induced Peripheral Neuropathy After Spinal Cord Stimulation: A Narrative Review And Case Series, Peter D Vu, Kathleen Erin Mcdonough, Patrick M Dougherty, Ryan S D'Souza, Saba Javed

Faculty, Staff and Student Publications

Objectives: Chemotherapy-induced peripheral neuropathy (CIPN) is a complication that may occur after treatment with various anticancer drugs. In refractory CIPN cases, spinal cord stimulation (SCS) has garnered increased attention. The use of gait analysis and psychophysical quantitative sensory testing (QST) as an objective measurement of CIPN-related damage has burgeoned; however, these changes have not been reported for patients with CIPN after SCS implantation using either burst or tonic stimulation.

Materials and methods: This manuscript encompasses two parts: 1) a presentation of pain improvement in a series of patients who underwent tonic vs burst SCS for CIPN measured by gait and …

Artificial Intelligence And Machine Learning In Cancer Pain: A Systematic Review, Vivian Salama, Brandon Godinich, Yimin Geng, Laia Humbert-Vidan, Laura Maule, Kareem A Wahid, Mohamed A Naser, Renjie He, Abdallah S R Mohamed, Clifton D Fuller, Amy C Moreno

Faculty, Staff and Student Publications

Background/objectives: Pain is a challenging multifaceted symptom reported by most cancer patients. This systematic review aims to explore applications of artificial intelligence/machine learning (AI/ML) in predicting pain-related outcomes and pain management in cancer.

Methods: A comprehensive search of Ovid MEDLINE, EMBASE and Web of Science databases was conducted using terms: "Cancer," "Pain," "Pain Management," "Analgesics," "Artificial Intelligence," "Machine Learning," and "Neural Networks" published up to September 7, 2023. AI/ML models, their validation and performance were summarized. Quality assessment was conducted using PROBAST risk-of-bias andadherence to TRIPOD guidelines.

Results: Forty four studies from 2006 to 2023 were included. Nineteen studies used …

Sitravatinib In Patients With Solid Tumors Selected By Molecular Alterations: Results From A Phase Ib Study, Lyudmila Bazhenova, Dong-Wan Kim, Byoung Chul Cho, Sanjay Goel, Rebecca Heist, Theresa L Werner, Keith D Eaton, Judy S Wang, Shubham Pant, Douglas R Adkins, Collin M Blakely, Xiaohong Yan, Saskia Neuteboom, James G Christensen, Richard Chao, Todd Bauer

Faculty, Staff and Student Publications

No abstract provided.

Explainable Artificial Intelligence And Domain Adaptation For Predicting Hiv Infection With Graph Neural Networks, Evan Yu, Jingcheng Du, Yang Xiang, Xinyue Hu, Jingna Feng, Xi Luo, John A Schneider, Degui Zhi, Kayo Fujimoto, Cui Tao

Faculty, Staff and Student Publications

OBJECTIVE: Investigation of explainable deep learning methods for graph neural networks to predict HIV infections with social network information and performing domain adaptation to evaluate model transferability across different datasets.

METHODS: Network data from two cohorts of younger sexual minority men (SMM) from two U.S. cities (Chicago, IL, and Houston, TX) were collected between 2014 and 2016. Feature importance from graph attention network (GAT) models were determined using GNNExplainer. Domain adaptation was performed to examine model transferability from one city dataset to the other dataset, training with 100% of the source dataset with 30% of the target dataset and prediction …

Early Detection Of Pancreatic Cancer: Study Design And Analytical Considerations In Biomarker Discovery And Early Phase Validation Studies, Lynette M Smith, Douglas W Mahoney, William R Bamlet, Fang Yu, Suyu Liu, Michael G Goggins, Sourat Darabi, Shounak Majumder, Qiao-Li Wang, Gregory A Coté, Michael J Demeure, Zhen Zhang, Sudhir Srivastava, Akhil Chawla, Grant Izmirlian, Janet E Olson, Brian M Wolpin, Jeanine M Genkinger, Kenneth S Zaret, Randall Brand, Eugene J Koay, Ann L Oberg

Faculty, Staff and Student Publications

Objectives: Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal disease that is challenging to detect at an early stage. Biomarkers are needed that can detect PDAC early in the course of disease when interventions lead to the best outcomes. We highlight study design and statistical considerations that inform pancreatic cancer early detection biomarker evaluation.

Methods: We describe experimental design strategies in this setting useful for streamlining biomarker evaluation at each Early Detection Research Network (EDRN) phase of biomarker development. We break the early EDRN phases into sub-phases, proposing objectives, study design strategies, and biomarker performance benchmarks.

Results: The goal of …

Feasibility Of An Environmental Scan-Based Approach To Collecting Information About Factors Impacting Cancer Genetics Services In Latin American Countries, Erica M Bednar, Roni Nitecki Wilke, Kirsten Jorgensen, Michael T Walsh, Stephanie Nutt, Karen H Lu, Leandro Nóbrega, Aline Patricia Soares Dias De Souza, Gabriela Da Silva Oliveira, Carlos Eduardo Mattos Da Cunha Andrade, Nelson Purizaca-Rosillo, Pamela Mora, Aldo López Blanco, Lenny N Gallardo-Alvarado, David Cantú-De León, J Alejandro Rauh-Hain

Faculty, Staff and Student Publications

OBJECTIVE: Clinical cancer genetics services are expanding globally, but national policy and health care systems influence availability and implementation. Understanding the environmental factors within a country is required to appropriately implement, adapt, and evaluate cancer genetics service delivery models. An environmental scan (ES) is an approach used in business, public health, health care and other sectors to collect information about an environment or system for strategic decision making and program planning. An ES has been previously used to assess cancer genetics clinic-level factors to inform quality improvement efforts in the United States. We assessed the feasibility of using an ES …

Imipridones Inhibit Tumor Growth And Improve Survival In An Orthotopic Liver Metastasis Mouse Model Of Human Uveal Melanoma, Chandrani Chattopadhyay, Janos Roszik, Rajat Bhattacharya, Md Alauddin, Iqbal Mahmud, Sirisha Yadugiri, Mir Mustafa Ali, Fatima S Khan, Varun Vijay Prabhu, Philip L Lorenzi, Bo Wei, Elizabeth Burton, Rohini R Morey, Rossana Lazcano, Michael A Davies, Sapna P Patel, Elizabeth A Grimm

Faculty, Staff and Student Publications

Background: Uveal melanoma (UM) is a highly aggressive disease with very few treatment options. We previously demonstrated that mUM is characterized by high oxidative phosphorylation (OXPHOS). Here we tested the anti-tumor, signaling and metabolic effects of imipridones, which are CLPP activators, which inhibit OXPHOS indirectly and have demonstrated safety in patients.

Methods: We assessed CLPP expression in UM patient samples. We tested the effects of imipridones (ONC201 and ONC212) on the growth, survival, signaling and metabolism of UM cell lines in vitro, and for therapeutic efficacy in vivo in UM liver metastasis models.

Results: CLPP expression was detected in primary …

Pathobiology Of Myocardial And Cardiomyocyte Injury In Ischemic Heart Disease: Perspective From Seventy Years Of Cell Injury Research, L Maximilian Buja

Faculty, Staff and Student Publications

This review presents a perspective on the pathobiology of acute myocardial infarction, a major manifestation of ischemic heart disease, and related mechanisms of ischemic and toxic cardiomyocyte injury, based on advances and insights that have accrued over the last seventy years, including my sixty years of involvement in the field as a physician-scientist-pathologist. This analysis is based on integration of my research within the broader context of research in the field. A particular focus has been on direct measurements in cardiomyocytes of electrolyte content by electron probe X-ray microanalysis (EPXMA) and Ca2+ fluxes by fura-2 microspectrofluorometry. These studies established that …

Gravity- Vs Wall Suction-Driven Large-Volume Thoracentesis: A Randomized Controlled Study, Samira Shojaee, Jasleen Pannu, Lonny Yarmus, Alberto Fantin, Christina Macrosty, Roland Bassett, Labib Debiane, Zachary S Depew, Saadia A Faiz, Carlos A Jimenez, Sameer K Avasarala, Erik Vakil, Andrew Demaio, Lara Bashoura, Keerthana Keshava, Travis Ferguson, Roberto Adachi, George A Eapen, David E Ost, Sami Bashour, Asad Khan, Vickie Shannon, Ajay Sheshadri, Roberto F Casal, Scott E Evans, Krystle Pew, Nadia Castaldo, Diwakar D Balachandran, Vincenzo Patruno, Robert Lentz, Cheryl Pai, Fabien Maldonado, Lance Roller, Junsheng Ma, Jhankruti Zaveri, Jenna Los, Luis Vaquero, Eva Ordonez, Gulmira Yermakhanova, Jason Akulian, Cole Burks, Roel-Rolando Almario, Marie Sauve, Jackson Pettee, Laila Z Noor, Muhammad H Arain, Horiana B Grosu

Faculty, Staff and Student Publications

Background: Prior studies have found no differences in procedural chest discomfort for patients undergoing manual syringe aspiration or drainage with gravity after thoracentesis. However, whether gravity drainage could protect against chest pain due to the larger negative-pressure gradient generated by wall suction has not been investigated.

Research question: Does wall suction drainage result in more chest discomfort compared with gravity drainage in patients undergoing large-volume thoracentesis?

Study design and methods: In this multicenter, single-blinded, randomized controlled trial, patients with large free-flowing effusions of ≥ 500 mL were assigned at a 1:1 ratio to wall suction or gravity drainage. Wall suction …

Body Composition In Recurrent Prostate Cancer And The Role Of Steroidogenic Genotype, Neha Venkatesh, Rebecca S Tidwell, Yao Yu, Ana Aparicio, Amado J Zurita, Sumit K Subudhi, Bilal A Siddiqui, Sagar S Mukhida, Justin R Gregg, Paul G Corn, Efstratios Koutroumpakis, Jennifer L Mcquade, Daniel E Frigo, Patrick G Pilie, Chad Huff, Christopher J Logothetis, Andrew W Hahn

Faculty, Staff and Student Publications

Hormone therapy (HT) to treat prostate cancer is reported to cause adverse changes in body composition. Clinically, interpatient body composition changes are heterogeneous, but the biological and clinical determinants of body composition toxicity are unknown. Herein, we test the hypothesis that inherited polymorphisms in steroidogenic genes are associated with differential changes in body composition after HT. Men with biochemically recurrent prostate cancer (BCR) who received 8 months of LHRH analog (LHRHa) +/- abiraterone acetate (AAP) were eligible if they had: i) CT imaging of L3 prior to and after treatment; and ii) nucleated cells collected. Cardiometabolic co-morbidities were retrospectively extracted. …

Contemporary Approach To The Diagnosis And Classification Of Myelodysplastic Neoplasms/Syndromes-Recommendations From The International Consortium For Myelodysplastic Neoplasms/Syndromes (Mds [Icmds]), Fnu Aakash, Savanah D Gisriel, Amer M Zeidan, John M Bennett, Rafael Bejar, Jan Philipp Bewersdorf, Uma M Borate, Jacqueline Boultwood, Andrew M Brunner, Rena Buckstein, Hetty E Carraway, Jane E Churpek, Naval G Daver, Amy E Dezern, Fabio Efficace, Pierre Fenaux, Maria E Figueroa, Guillermo Garcia-Manero, Steven D Gore, Peter L Greenberg, Elizabeth A Griffiths, Stephanie Halene, Christopher S Hourigan, Tae Kon Kim, Nina Kim, Rami S Komrokji, Vijay K Kutchroo, Alan F List, Richard F Little, Ravindra Majeti, Aziz Nazha, Stephen D Nimer, Olatoyosi Odenike, Eric Padron, Mrinal M Patnaik, Uwe Platzbecker, Matteo G Della Porta, Gail J Roboz, David A Sallman, Valeria Santini, Guillermo Sanz, Michael R Savona, Mikkael A Sekeres, Maximilian Stahl, Daniel T Starczynowski, David P Steensma, Justin Taylor, Omar Abdel-Wahab, Andrew H Wei, Zhuoer Xie, Mina L Xu, Robert P Hasserjian, Sanam Loghavi

Faculty, Staff and Student Publications

Myelodysplastic neoplasms/syndromes (MDS) are a heterogeneous group of biologically distinct entities characterized by variable degrees of ineffective hematopoiesis. Recently, 2 classification systems (the 5th edition of the World Health Organization Classification of Haematolymphoid tTumours and the International Consensus Classification) further subcharacterized MDS into morphologically and genetically defined groups. Accurate diagnosis and subclassification of MDS require a multistep systemic approach. The International Consortium for MDS (icMDS) summarizes a contemporary, practical, and multimodal approach to MDS diagnosis and classification.

Early-Stage Extranodal Nk/T-Cell Lymphoma, Nasal Type: A Role For Elective Nodal Irradiation?, Penny Fang, Sonal S Noticewala, Susan Y Wu, Jillian R Gunther, Ethan B Ludmir, L Jeffrey Medeiros, Paolo Strati, Ranjit Nair, Chijioke Nze, Loretta J Nastoupil, Sairah Ahmed, Luis Malpica Castillo, Luis Fayad, Jason Westin, Sattva Neelapu, Christopher Flowers, Auris Huen, Swaminathan P Iyer, Bouthaina Dabaja, Chelsea C Pinnix

Faculty, Staff and Student Publications

Purpose: Extranodal NK/T-cell lymphoma (ENKTCL) is rare in the Western Hemisphere and is commonly treated with combined modality therapy (CMT).

Methods and materials: We retrospectively reviewed 35 patients treated with Ann Arbor stage I/II ENKTCL between 1994 and 2015 at a large academic cancer center in the United States.

Results: With 11.6 years median follow-up, median overall survival and progression-free survival were 13.5 and 7.5 years, respectively. Eighteen (51%) patients experienced disease relapse, with 5 regional nodal relapses, of which 2 experienced combined regional and distant relapses. All 5 regional nodal relapses occurred exclusively among patients not treated with elective …

Individual Dynamic Prediction For Cure And Survival Based On Longitudinal Biomarkers, Can Xie, Xuelin Huang, Ruosha Li, Alexander Tsodikov, Kapil Bhalla

Faculty, Staff and Student Publications

To optimize personalized treatment strategies and extend patients' survival times, it is critical to accurately predict patients' prognoses at all stages, from disease diagnosis to follow-up visits. The longitudinal biomarker measurements during visits are essential for this prediction purpose. Patients' ultimate concerns are cure and survival. However, in many situations, there is no clear biomarker indicator for cure. We propose a comprehensive joint model of longitudinal and survival data and a landmark cure model, incorporating proportions of potentially cured patients. The survival distributions in the joint and landmark models are specified through flexible hazard functions with the proportional hazards as …

Mortality Risks Associated With Depression In Men With Prostate Cancer, Casey Crump, Pär Stattin, James D Brooks, Jan Sundquist, Weiva Sieh, Kristina Sundquist

Faculty, Staff and Student Publications

Background: Men diagnosed with prostate cancer (PC) have an increased risk of depression; however, it is unclear to what extent depression affects long-term survival. A better understanding of such effects is needed to improve long-term care and outcomes for men with PC.

Objective: To determine the associations between major depression and mortality in a national cohort of men with PC.

Design, setting, and participants: A national cohort study was conducted of all 180 189 men diagnosed with PC in Sweden during 1998-2017. Subsequent diagnoses of major depression were ascertained from nationwide outpatient and inpatient records through 2018.

Outcome measurements and …

Adjuvant Rituximab And Elevated Intratumoural Cd8 Expression Are Associated With Sustained Disease Control After Radiotherapy In A Randomised Trial Of Systemic Therapy In Early-Stage Follicular Lymphoma, Michael P Macmanus, John F Seymour, Hennes Tsang, Richard Fisher, Colm Keane, Muhammed B Sabdia, Soi C Law, Jay Gunawardana, Karthik Nath, Stephen H Kazakoff, Mario L Marques-Piubelli, Daniela E Duenas, Michael R Green, Daniel Roos, Peter O'Brien, Andrew Mccann, Richard Tsang, Sidney Davis, David Christie, Chan Cheah, Benhur Amanuel, Tara Cochrane, Jason Butler, Anna Johnston, Mohamed Shanavas, Li Li, Claire Vajdic, Robert Kridel, Victoria Shelton, Samantha Hershenfield, Tara Baetz, David Lebrun, Nathalie Johnson, Marianne Brodtkorb, Maja Ludvigsen, Francesco D'Amore, Ella R Thompson, Piers Blombery, Maher K Gandhi, Joshua W D Tobin

Faculty, Staff and Student Publications

Background: We report extended follow-up of TROG99.03, a randomised phase III trial in early-stage follicular lymphoma (ESFL) including new information on the role of adjuvant rituximab and translational studies.

Methods: Patients with ESFL were randomised to involved field radiotherapy (IFRT) or IFRT plus 6-cycles cyclophosphamide/vincristine/prednisolone (IFRT + CVP). From 2006 rituximab was added to IFRT + CVP (IFRT + R-CVP). Clinical and multi-omic parameters were evaluated. Findings were validated in two independent ESFL cohorts (99 and 60 patients respectively).

Findings: Between 2000 and 2012, 150 (75 per arm) patients were recruited. 48% were positron emission tomography (PET)-staged. By protocol, at …

The Prognostic Impact Of Tumor Deposits In Colorectal Cancer: More Than Just N1c, Neal Bhutiani, Oliver Peacock, Abhineet Uppal, Chung-Yuan Hu, Brian K Bednarski, Melissa W Taggart, Arvind Dasari, Van K Morris, Harmeet Kaur, Scott Kopetz, Emma B Holliday, Prajnan Das, Y Nancy You, George J Chang

Faculty, Staff and Student Publications

Background: The identification of tumor deposits (TD) currently plays a limited role in staging for colorectal cancer (CRC) aside from N1c lymph node designation. The objective of this study was to determine the prognostic impact, beyond American Joint Committee on Cancer N1c designation, of TDs among patients with primary CRC.

Methods: Patients who had resected stage I-III primary CRC diagnosed between 2010 and 2019 were identified from the National Cancer Institute's Surveillance, Epidemiology, and End Results database. Cancer-specific survival (CSS) stratified by TD status and lymph node (N) status was calculated using the Kaplan-Meier method and multivariable Cox proportional hazards …

Mimosa: A Resource Consisting Of Improved Methylome Prediction Models Increases Power To Identify Dna Methylation-Phenotype Associations, Hunter J Melton, Zichen Zhang, Hong-Wen Deng, Lang Wu, Chong Wu

Faculty, Staff and Student Publications

Although DNA methylation (DNAm) has been implicated in the pathogenesis of numerous complex diseases, from cancer to cardiovascular disease to autoimmune disease, the exact methylation sites that play key roles in these processes remain elusive. One strategy to identify putative causal CpG sites and enhance disease etiology understanding is to conduct methylome-wide association studies (MWASs), in which predicted DNA methylation that is associated with complex diseases can be identified. However, current MWAS models are primarily trained using the data from single studies, thereby limiting the methylation prediction accuracy and the power of subsequent association studies. Here, we introduce a new …

Normal Breast Tissues Harbour Rare Populations Of Aneuploid Epithelial Cells, Yiyun Lin, Junke Wang, Kaile Wang, Shanshan Bai, Aatish Thennavan, Runmin Wei, Yun Yan, Jianzhuo Li, Heba Elgamal, Emi Sei, Anna Casasent, Mitchell Rao, Chenling Tang, Asha S Multani, Jin Ma, Jessica Montalvan, Chandandeep Nagi, Sebastian Winocour, Bora Lim, Alastair Thompson, Nicholas Navin

Faculty, Staff and Student Publications

Aneuploid epithelial cells are common in breast cancer

Wirelessly Actuated Microfluidic Pump And Valve For Controlled Liquid Delivery In Dental Implants, Yilan Xu, Honglu Lin, Boyang Xiao, Hutomo Tanoto, Joel Berinstein, Alend Khoshnaw, Simon Young, Yuxiao Zhou, Xiaoguang Dong

Faculty, Staff and Student Publications

Enabling minimally invasive and precise control of liquid release in dental implants is crucial for therapeutic functions such as delivering antibiotics to prevent biofilm formation, infusing stem cells to promote osseointegration, and administering other biomedicines. However, achieving controllable liquid cargo release in dental implants remains challenging due to the lack of wireless and miniaturized fluidic control mechanisms. Here wireless miniature pumps and valves that allow remote activation of liquid cargo delivery in dental implants, actuated and controlled by external magnetic fields (< 65 mT), are reported. A magnet-screw mechanism in a fluidic channel to function as a piston pump, alongside a flexible magnetic valve designed to open and close the fluidic channel, is proposed. The mechanisms are showcased by storing and releasing of liquid up to 52 µL in a dental implant. The liquid cargos are delivered directly to the implant-bone interface, a region traditionally difficult to access. On-demand liquid delivery is further showed by a metal implant inside both dental phantoms and porcine jawbones. The mechanisms are promising for controllable liquid release after implant placement with minimal invasion, paving the way for implantable devices that enable long-term and targeted delivery of therapeutic agents in various bioengineering applications.

Engineering Immunity: Bacterial Delivery Of Cancer Neoantigen Vaccines, Christopher D Johnston, Jennifer A Wargo

Faculty, Staff and Student Publications

In the battle against cancer, researchers are exploring the use of engineered bacteria as living medicines. Redenti and colleagues demonstrate that Escherichia coli Nissle 1917 (EcN) can be engineered to deliver cancer neoantigen payloads, stimulating antigen-specific CD4+ and CD8+ T cells and mediating antitumor immunity in preclinical models of colorectal cancer and melanoma.

Neurocognitive Functioning Of Patients With Sinonasal And Nasopharyngeal Cancers Treated With Multimodality Therapy, Dan Yaniv, Lindsay M Niccolai, Jeffrey S Wefel, Catherine M Sullaway, Jack Phan, Clifton David Fuller, Kareem B Haroun, Ehab Y Hanna, Shirley Y Su

Faculty, Staff and Student Publications

Importance Few recent studies have examined neurocognitive functioning (NCF) in patients with sinonasal and nasopharyngeal cancers (NPCs) prior to and following multimodality therapy or the potential differences in NCF by disease variables such as disease site.

Objective The objective of this study is to determine rates of NCF impairments prior to and following multimodality therapy, declines in NCF following radiotherapy (RT), and possible differences in NCF by the disease site.

Design, Setting, and Participants We conducted a retrospective chart review of 39 patients with sinonasal and NPCs who underwent comprehensive neuropsychological evaluations. Twenty patients were evaluated prior to RT, of …

Vitamin D In Patients With Low Tumor-Burden Indolent Non-Hodgkin Lymphoma Treated With Rituximab Therapy (Ilyad): A Randomized, Phase 3 Clinical Trial, Jonathan W Friedberg, Michael T Brady, Myla Strawderman, Brad S Kahl, Izidore S Lossos, Jonathon B Cohen, Patrick M Reagan, Carla Casulo, Barbara L Averill, Andrea Baran, Grerk Sutamtewagul, Paul M Barr, John P Leonard, John M Ashton, John G Strang, Francisco Vega, Derick R Peterson, Loretta J Nastoupil

Faculty, Staff and Student Publications

Background: There is a significant association between low vitamin D levels at diagnosis of indolent B-cell lymphomas and inferior overall survival (OS). To determine whether supplemental vitamin D improves event-free survival (EFS) in these patients, we conducted a comparative double-blind study of vitamin D3 vs. placebo.

Methods: In this phase 3, randomized, double-blind, placebo-controlled trial, patients with low tumor burden follicular, marginal zone or small lymphocytic lymphoma, age 18 or older, with stage two or greater disease and no prior systemic treatment were enrolled at 7 academic cancer centers. Patients were stratified by histology and FLIPI (Follicular Lymphoma International Prognostic …

Antiangiogenic Therapy Combined With Immune Checkpoint Blockade In Urothelial Cancer: Systematic Review And Meta-Analysis, Mohammad Jad Moussa, Iuliia Kovalenko, Emanuele Crupi, Ekaterina Proskuriakova, Yimin Geng, Giuseppe Fallara, Raed Benkhadra, Daniele Raggi, Matthew T Campbell, Pavlos Msaouel, Omar Alhalabi

Faculty, Staff and Student Publications

Background: Antiangiogenic therapy had been tested in urothelial cancer (UC) without reaching the clinic.

Objective: We provide a systematic review and meta-analysis of trials to assess efficacy of immune checkpoint inhibitors (ICI) combined with antiangiogenic agents in UC.

Methods: Following PRISMA guidelines, we searched for trials with at least one arm of patients with UC treated with ICI plus antiangiogenics. Data were analyzed with the "meta" package from R using a one-staged frequentist meta-analysis.

Results: After screening 13,708 titles and abstracts, 9 studies were selected for analysis with 14 identified cohorts comprising 621 patients: 448 were ICI-naïve (ICI-N) and 173 …

Early-Stage Extranodal Nk/T-Cell Lymphoma, Nasal Type: A Role For Elective Nodal Irradiation?, Penny Fang, Sonal S Noticewala, Susan Y Wu, Jillian R Gunther, Ethan B Ludmir, L Jeffrey Medeiros, Paolo Strati, Ranjit Nair, Chijioke Nze, Loretta J Nastoupil, Sairah Ahmed, Luis Malpica Castillo, Luis Fayad, Jason Westin, Sattva Neelapu, Christopher Flowers, Auris Huen, Swaminathan P Iyer, Bouthaina Dabaja, Chelsea C Pinnix

Faculty, Staff and Student Publications

Purpose: Extranodal NK/T-cell lymphoma (ENKTCL) is rare in the Western Hemisphere and is commonly treated with combined modality therapy (CMT).

Methods and materials: We retrospectively reviewed 35 patients treated with Ann Arbor stage I/II ENKTCL between 1994 and 2015 at a large academic cancer center in the United States.

Results: With 11.6 years median follow-up, median overall survival and progression-free survival were 13.5 and 7.5 years, respectively. Eighteen (51%) patients experienced disease relapse, with 5 regional nodal relapses, of which 2 experienced combined regional and distant relapses. All 5 regional nodal relapses occurred exclusively among patients not treated with elective …

Low Intensity Mechanical Signals Promote Proliferation In A Cell-Specific Manner: Tailoring A Non-Drug Strategy To Enhance Biomanufacturing Yields, M Ete Chan, Christopher Ashdown, Lia Strait, Sishir Pasumarthy, Abdullah Hassan, Steven Crimarco, Chanpreet Singh, Vihitaben S Patel, Gabriel Pagnotti, Omor Khan, Gunes Uzer, Clinton T Rubin

Faculty, Staff and Student Publications

Biomanufacturing relies on living cells to produce biotechnology-based therapeutics, tissue engineering constructs, vaccines, and a vast range of agricultural and industrial products. With the escalating demand for these bio-based products, any process that could improve yields and shorten outcome timelines by accelerating cell proliferation would have a significant impact across the discipline. While these goals are primarily achieved using biological or chemical strategies, harnessing cell mechanosensitivity represents a promising - albeit less studied - physical pathway to promote bioprocessing endpoints, yet identifying which mechanical parameters influence cell activities has remained elusive. We tested the hypothesis that mechanical signals, delivered non-invasively …

Constructing Phylogenetic Trees For Microbiome Data Analysis: A Mini-Review, Ruitao Liu, Xi Qiao, Yushu Shi, Christine B Peterson, William S Bush, Fabio Cominelli, Ming Wang, Liangliang Zhang

Faculty, Staff and Student Publications

As next-generation sequencing technologies advance rapidly and the cost of metagenomic sequencing continues to decrease, researchers now face an unprecedented volume of microbiome data. This surge has stimulated the development of scalable microbiome data analysis methods and necessitated the incorporation of phylogenetic information into microbiome analysis for improved accuracy. Tools for constructing phylogenetic trees from 16S rRNA sequencing data are well-established, as the highly conserved regions of the 16S gene are limited, simplifying the identification of marker genes. In contrast, metagenomic and whole genome shotgun (WGS) sequencing involve sequencing from random fragments of the entire gene, making identification of consistent …

Healthcare Disparities, Screening, And Molecular Testing In The Changing Landscape Of Non-Small Cell Lung Cancer In The United States: A Review, Razelle Kurzrock, Aadel A Chaudhuri, David Feller-Kopman, Narjust Florez, Jed Gorden, Ignacio I Wistuba

Faculty, Staff and Student Publications

Inequitable access to care continues to hinder improvements in diagnosis and treatment of lung cancer. This review describes healthcare disparities in the changing landscape of non-small cell lung cancer (NSCLC) in the United States, focusing on racial, ethnic, sex-based, and socioeconomic trends. Furthermore, strategies to address disparities, overcome challenges, and improve patient outcomes are proposed. Barriers exist across lung cancer screening, diagnosis, and treatment regimens, varying by sex, age, race and ethnicity, geography, and socioeconomic status. Incidence and mortality rates of lung cancer are higher among Black men than White men, and incidences in young women are substantially greater than …

Artificial Intelligence Uncertainty Quantification In Radiotherapy Applications – A Scoping Review, Kareem A Wahid, Zaphanlene Y Kaffey, David P Farris, Laia Humbert-Vidan, Amy C Moreno, Mathis Rasmussen, Jintao Ren, Mohamed A Naser, Tucker J Netherton, Stine Korreman, Guha Balakrishnan, Clifton D Fuller, David Fuentes, Michael J Dohopolski

Faculty, Staff and Student Publications

Background/purpose: The use of artificial intelligence (AI) in radiotherapy (RT) is expanding rapidly. However, there exists a notable lack of clinician trust in AI models, underscoring the need for effective uncertainty quantification (UQ) methods. The purpose of this study was to scope existing literature related to UQ in RT, identify areas of improvement, and determine future directions.

Methods: We followed the PRISMA-ScR scoping review reporting guidelines. We utilized the population (human cancer patients), concept (utilization of AI UQ), context (radiotherapy applications) framework to structure our search and screening process. We conducted a systematic search spanning seven databases, supplemented by manual …