Biomedical Informatics Commons^™

Identification Of A Clinically Efficacious Car T Cell Subset In Diffuse Large B Cell Lymphoma By Dynamic Multidimensional Single-Cell Profiling, Ali Rezvan, Gabrielle Romain, Mohsen Fathi, Darren Heeke, Melisa Martinez-Paniagua, Xingyue An, Irfan N Bandey, Melisa J Montalvo, Jay R T Adolacion, Arash Saeedi, Fatemeh Sadeghi, Kristen Fousek, Nahum Puebla-Osorio, Laurence J N Cooper, Chantale Bernatchez, Harjeet Singh, Nabil Ahmed, Mike Mattie, Adrian Bot, Sattva Neelapu, Navin Varadarajan

Faculty, Staff and Student Publications

Chimeric antigen receptor (CAR) T cells used for the treatment of B cell malignancies can identify T cell subsets with superior clinical activity. Here, using infusion products of individuals with large B cell lymphoma, we integrated functional profiling using timelapse imaging microscopy in nanowell grids with subcellular profiling and single-cell RNA sequencing to identify a signature of multifunctional CD8+ T cells (CD8-fit T cells). CD8-fit T cells are capable of migration and serial killing and harbor balanced mitochondrial and lysosomal volumes. Using independent datasets, we validate that CD8-fit T cells (1) are present premanufacture and are associated with clinical responses …

Health-Related Quality Of Life In Transplant-Eligible Patients With Newly Diagnosed Multiple Myeloma Treated With Daratumumab, Lenalidomide, Bortezomib, And Dexamethasone: Patient-Reported Outcomes From Griffin, Rebecca Silbermann, Jacob Laubach, Jonathan L Kaufman, Douglas W Sborov, Brandi Reeves, Cesar Rodriguez, Ajai Chari, Luciano J Costa, Larry D Anderson, Nitya Nathwani, Nina Shah, Naresh Bumma, Sarah A Holstein, Caitlin Costello, Andrzej Jakubowiak, Robert Z Orlowski, Kenneth H Shain, Andrew J Cowan, Katharine S Gries, Huiling Pei, Annelore Cortoos, Sharmila Patel, Thomas S Lin, Peter M Voorhees, Saad Z Usmani, Paul G Richardson

Faculty, Staff and Student Publications

In the phase 2 GRIFFIN trial (ClinicalTrials.gov identifier: NCT02874742), daratumumab added to lenalidomide, bortezomib, and dexamethasone (D-RVd) improved depth of response and progression-free survival (PFS) versus lenalidomide, bortezomib, and dexamethasone (RVd) alone in transplant-eligible (TE) patients with newly diagnosed multiple myeloma (NDMM). Here, we present patient-reported outcomes (PROs) collected using the European Organisation for Research and Treatment of Cancer (EORTC) Quality of Life Questionnaire Core 30-item (QLQ-C30), EORTC Quality of Life Questionnaire Multiple Myeloma Module 20-item (QLQ-MY20), and EuroQol 5-Dimension 5-Level (EQ-5D-5L) tools on day 1 of cycles 1, 2, and 3; on day 21 of cycle 4 (end of …

Molecular Characterization Of Metastatic Oncocytoma With Exceptional Response To Treatment: A Case Report, Bradley R Webster, Christopher J Ricketts, Cathy D Vocke, Dionna Gamble, Daniel R Crooks, Ye Yang, Lindsay Friedman, Antoun Toubaji, Pavlos Msaouel, Jonathan M Hernandez, W Marston Linehan, Mark W Ball

Faculty, Staff and Student Publications

Comprehensive molecular characterization and effective therapy in a rare case of metastatic renal oncocytoma.

Impact Of Apolipoprotein E Genotype On Neurocognitive Function In Patients With Brain Metastases: An Analysis Of Nrg Oncology's Rtog 0614, Jeffrey S Wefel, Snehal Deshmukh, Paul D Brown, David R Grosshans, Erik P Sulman, Jane H Cerhan, Minesh P Mehta, Deepak Khuntia, Wenyin Shi, Mark V Mishra, John H Suh, Nadia N Laack, Yuhchyau Chen, Amarinthia Amy Curtis, Joanna M Laba, Ahmed Elsayed, Anu Thakrar, Stephanie L Pugh, Deborah W Bruner

Faculty, Staff and Student Publications

Purpose: Whole-brain radiation therapy (WBRT) is a common treatment for brain metastases and is frequently associated with decline in neurocognitive functioning (NCF). The e4 allele of the apolipoprotein E (APOE) gene is associated with increased risk of Alzheimer disease and NCF decline associated with a variety of neurologic diseases and insults. APOE carrier status has not been evaluated as a risk factor for onset time or extent of NCF impairment in patients with brain metastases treated with WBRT.

Methods and materials: NRG/Radiation Therapy Oncology Group 0614 treated adult patients with brain metastases with 37.5 Gy of WBRT (+/- memantine), performed …

Technical Note: Radiological Clinical Equivalence For Phantom Materials In Carbon Ion Therapy, Paige A Taylor, Alfredo Mirandola, Mario Ciocca, Shannon Hartzell, Alessandro Vai, Paola Alvarez, Rebecca M Howell, Eugene J Koay, Christopher R Peeler, Christine B Peterson, Stephen F Kry

Faculty, Staff and Student Publications

Purpose: As carbon ion radiotherapy increases in use, there are limited phantom materials for heterogeneous or anthropomorphic phantom measurements. This work characterized the radiological clinical equivalence of several phantom materials in a therapeutic carbon ion beam.

Methods: Eight materials were tested for radiological material-equivalence in a carbon ion beam. The materials were computed tomography (CT)-scanned to obtain Hounsfield unit (HU) values, then irradiated in a monoenergetic carbon ion beam to determine relative linear stopping power (RLSP). The corresponding HU and RLSP for each phantom material were compared to clinical carbon ion calibration curves. For absorbed dose comparison, ion chamber measurements …

The Assistant Clinical Research Coordinator Program: A Pathway For Recruitment In Radiation Oncology, Michelle Aboytes, Melissa Cody, Eyiwunmi Laseinde, Jennifer Hall, Scott Soltys, Beth Beadle, Elizabeth Kidd, Yushen Qian, Albert C Koong, Daniel Chang, Quynh-Thu Le, Erqi L Pollom

Faculty, Staff and Student Publications

PURPOSE: Recruiting prospective physicians to radiation oncology can be challenging, because of limited familiarity with the field. The Assistant Clinical Research Coordinator (ACRC) program can help provide trainees early exposure to radiation oncology.

METHODS AND MATERIALS: The ACRC program involves hiring a college graduate to provide administrative and research support for faculty members. The program was developed with our institution's clinical trials office, which provided guidance on regulatory compliance and training. A structured selection process identifies top candidates, and a rigorous onboarding process ensures smooth transitions between ACRCs. We report characteristics and outcomes of ACRC employees and surveyed them to …

Cholesterol-Dependent Lxr Transcription Factor Activity Represses Pronociceptive Effects Of Estrogen In Sensory Neurons And Pain Induced By Myelin Basic Protein Fragments, Swathi K Hullugundi, Jennifer Dolkas, Andrei V Chernov, Tony L Yaksh, Kelly A Eddinger, Mila Angert, Glaucilene Ferreira Catroli, Alex Y Strongin, Patrick M Dougherty, Yan Li, Oswal Quehenberger, Aaron Armando, Veronica I Shubayev

Faculty, Staff and Student Publications

Background: A bioactive myelin basic protein (MBP) fragment, comprising MBP84-104, is released in sciatic nerve after chronic constriction injury (CCI). Intraneural injection (IN) of MBP84-104 in an intact sciatic nerve is sufficient to induce persistent neuropathic pain-like behavior via robust transcriptional remodeling at the injection site and ipsilateral dorsal root ganglia (DRG) and spinal cord. The sex (female)-specific pronociceptive activity of MBP84-104 associates with sex-specific changes in cholesterol metabolism and activation of estrogen receptor (ESR)1 signaling.

Methods: In male and female normal and post-CCI rat sciatic nerves, we assessed: (i) cholesterol precursor and metabolite levels by lipidomics; (ii) MBP84-104 interactors …

Cancer Incidence After Diagnosis Of Abdominal Aortic Aneurysm-Brief Report, Lingfeng Luo, Allen M Haas, Caitlin F Bell, Richard A Baylis, Shaunak S Adkar, Changhao Fu, Ivan Angelov, Sharon H Giordano, Derek Klarin, Nicholas J Leeper, Kevin T Nead

Faculty, Staff and Student Publications

Background: Epidemiological and mechanistic data support a potential causal link between cardiovascular disease (CVD) and cancer. Abdominal aortic aneurysms (AAAs) represent a common form of CVD with at least partially distinct genetic and biologic pathogenesis from other forms of CVD. The risk of cancer and how this risk differs compared with other forms of CVD, is unknown among AAA patients. We conducted a retrospective cohort study using the IBM MarketScan Research Database to test whether individuals with AAA have a higher cancer risk independent of traditional shared risk factors.

Methods: All individuals ≥18 years of age with ≥36 months of …

Breast Cancer (Bc) And Severe Covid-19 (C-19) Outcomes: A Matched Analysis, Marija Sullivan, Xiudong Lei, Sharon H Giordano, Mariana Chavez-Macgregor

Faculty, Staff and Student Publications

Purpose: Patients with cancer receiving anticancer treatment have a higher risk of severe COVID-19 (C-19) outcomes. We examine the association between breast cancer (BC), recent treatment (systemic therapy, surgery, radiation), and C-19 outcomes.

Methods: Retrospective matched cohort study using the Optum® de-identified C-19 Electronic Health Record dataset (2007-2022). Patients with C-19 were categorized into: no cancer, BC with recent treatment, and BC without recent treatment and matched based on age, C-19 diagnosis date, and comorbidity score. We evaluated 30-day mortality, mechanical ventilation, intensive care unit (ICU) stay, and hospitalization. A composite outcome including all outcomes was analyzed. Multivariable logistic regression …

Delivery Of Hereditary Cancer Genetics Services To Patients Newly Diagnosed With Ovarian And Endometrial Cancers At Three Gynecologic Oncology Clinics In The Usa, Brazil, And Mexico, Erica M Bednar, Keiry A Paiz, Karen H Lu, Aline Patricia Soares Dias De Souza, Gabriela Oliveira, Carlos E Eduardo Mattos Da Cunha Andrade, Lenny Gallardo, Jairo Rubio-Cordero, David Cantu-De-León, Jose Alejandro Rauh-Hain

Faculty, Staff and Student Publications

Objective: Three gynecologic oncology clinics located in the USA, Brazil, and Mexico collaborated to evaluate their delivery of hereditary cancer genetics services. This descriptive retrospective review study aimed to establish baseline rates and timeliness of guideline-recommended genetics service delivery to patients with ovarian, fallopian tube, primary peritoneal (ovarian), and endometrial cancers at each clinic.

Methods: Patients who were newly diagnosed with ovarian and endometrial cancers between September 1, 2018 and December 31, 2020 were identified from the medical records of the clinics. Genetics service delivery metrics included the rates of mismatch repair deficiency tumor testing for patients with endometrial cancer …

Evaluating The Relationship Between Magnetic Resonance Image Quality Metrics And Deep Learning-Based Segmentation Accuracy Of Brain Tumors, Rajarajeswari Muthusivarajan, Adrian Celaya, Joshua P Yung, James P Long, Satish E Viswanath, Daniel S Marcus, Caroline Chung, David Fuentes

Faculty, Staff and Student Publications

Background: Magnetic resonance imaging (MRI) scans are known to suffer from a variety of acquisition artifacts as well as equipment-based variations that impact image appearance and segmentation performance. It is still unclear whether a direct relationship exists between magnetic resonance (MR) image quality metrics (IQMs) (e.g., signal-to-noise, contrast-to-noise) and segmentation accuracy.

Purpose: Deep learning (DL) approaches have shown significant promise for automated segmentation of brain tumors on MRI but depend on the quality of input training images. We sought to evaluate the relationship between IQMs of input training images and DL-based brain tumor segmentation accuracy toward developing more generalizable models …

Pten Deficiency Induces An Extrahepatic Cholangitis-Cholangiocarcinoma Continuum Via Aurora Kinase A In Mice, Yan Yang, Jiale Wang, Jianhua Wan, Qianqian Cheng, Zenong Cheng, Xueli Zhou, Oliver Wang, Kelvin Shi, Lingxiang Wang, Bin Wang, Xiaohui Zhu, Jiaxiang Chen, Dongfeng Feng, Yang Liu, Yasmin Jahan-Mihan, Ashley N Haddock, Brandy H Edenfield, Guang Peng, Jessica D Hohenstein, Chantal E Mccabe, Daniel R O'Brien, Chen Wang, Sumera I Ilyas, Liuyan Jiang, Michael S Torbenson, Huamin Wang, Raouf E Nakhleh, Xuemei Shi, Ying Wang, Yan Bi, Gregory J Gores, Tushar Patel, Baoan Ji

Faculty, Staff and Student Publications

Background & aims: The PTEN-AKT pathway is frequently altered in extrahepatic cholangiocarcinoma (eCCA). We aimed to evaluate the role of PTEN in the pathogenesis of eCCA and identify novel therapeutic targets for this disease.

Methods: The Pten gene was genetically deleted using the Cre-loxp system in biliary epithelial cells. The pathologies were evaluated both macroscopically and histologically. The characteristics were further analyzed by immunohistochemistry, reverse-transcription PCR, cell culture, and RNA sequencing. Some features were compared to those in human eCCA samples. Further mechanistic studies utilized the conditional knockout of Trp53 and Aurora kinase A (Aurka) genes. We also tested the …

Defining The Subset Of Mutations In Polymerase Epsilon (Pole) Associated With Loss-Of-Proofreading (Lop) Functionality, G Maddalena, F A Zeineddine, S Rivero-Hinojosa, V N Aushev, S Chowdhury, M A Zeineddine, A M Yousef, T A Yap, A C Einaggar, M C Liu, M White, M J Overman, S Kopetz, J P Shen

Faculty, Staff and Student Publications

No abstract provided.

Navigating The Critical Translational Questions For Implementing Flash In The Clinic, Billy W Loo, Ioannis I Verginadis, Brita Singers Sørensen, Anthony E Mascia, John P Perentesis, Albert C Koong, Emil Schüler, Erinn B Rankin, Peter G Maxim, Charles L Limoli, Marie-Catherine Vozenin

Faculty, Staff and Student Publications

The "FLASH effect" is an increased therapeutic index, that is, reduced normal tissue toxicity for a given degree of anti-cancer efficacy, produced by ultra-rapid irradiation delivered on time scales orders of magnitude shorter than currently conventional in the clinic for the same doses. This phenomenon has been observed in numerous preclinical in vivo tumor and normal tissue models. While the underlying biological mechanism(s) remain to be elucidated, a path to clinical implementation of FLASH can be paved by addressing several critical translational questions. Technological questions pertinent to each beam type (eg, electron, proton, photon) also dictate the logical progression of …

The Dynamic Trpv2 Ion Channel Proximity Proteome Reveals Functional Links Of Calcium Flux With Cellular Adhesion Factors Ncam And L1cam In Neurite Outgrowth, Pamela N Gallo, Elaine Mihelc, Robyn Eisert, Gary A Bradshaw, Florian Dimek, Andreas Leffler, Marian Kalocsay, Vera Moiseenkova-Bell

Faculty, Staff and Student Publications

TRPV2 voltage-insensitive, calcium-permeable ion channels play important roles in cancer progression, immune response, and neuronal development. Despite TRPV2's physiological impact, underlying endogenous proteins mediating TRPV2 responses and affected signaling pathways remain elusive. Using quantitative peroxidase-catalyzed (APEX2) proximity proteomics we uncover dynamic changes in the TRPV2-proximal proteome and identify calcium signaling and cell adhesion factors recruited to the molecular channel neighborhood in response to activation. Quantitative TRPV2 proximity proteomics further revealed activation-induced enrichment of protein clusters with biological functions in neural and cellular projection. We demonstrate a functional connection between TRPV2 and the neural immunoglobulin cell adhesion molecules NCAM and L1CAM. …

New Full-Counts Phase-Matched Data-Driven Gated (Ddg) Pet/Ct, Peng Sun, M Allan Thomas, Dershan Luo, Tinsu Pan

Faculty, Staff and Student Publications

Background: Data-driven gated (DDG) PET has gained clinical acceptance and has been shown to match or outperform external-device gated (EDG) PET. However, in most clinical applications, DDG PET is matched with helical CT acquired in free breathing (FB) at a random respiratory phase, leaving registration, and optimal attenuation correction (AC) to chance. Furthermore, DDG PET requires additional scan time to reduce image noise as it only preserves 35%-50% of the PET data at or near the end-expiratory phase of the breathing cycle.

Purpose: A new full-counts, phase-matched (FCPM) DDG PET/CT was developed based on a low-dose cine CT to improve …

Intratumoral Injection Of Immunotherapeutics: State Of The Art And Future Directions, Rahul A Sheth, Eric Wehrenberg-Klee, Sapna P Patel, Kristy K Brock, Nicos Fotiadis, Thierry De Baère

Faculty, Staff and Student Publications

Systemic immunotherapies have led to tremendous progress across the cancer landscape. However, several challenges exist, potentially limiting their efficacy in the treatment of solid tumors. Direct intratumoral injection can increase the therapeutic index of immunotherapies while overcoming many of the barriers associated with systemic administration, including limited bioavailability to tumors and potential systemic safety concerns. However, challenges remain, including the lack of standardized approaches for administration, issues relating to effective drug delivery, logistical hurdles, and safety concerns specific to this mode of administration. This article reviews the biologic rationale for the localized injection of immunotherapeutic agents into tumors. It also …

Evaluation Of Major Pathologic Response And Pathologic Complete Response As Surrogate End Points For Survival In Randomized Controlled Trials Of Neoadjuvant Immune Checkpoint Blockade In Resectable In Nsclc, Jacobi B Hines, Robert B Cameron, Alessandra Esposito, Leeseul Kim, Luca Porcu, Antonio Nuccio, Giuseppe Viscardi, Roberto Ferrara, Giulia Veronesi, Patrick M Forde, Janis Taube, Everett Vokes, Christine M Bestvina, James M Dolezal, Matteo Sacco, Marta Monteforte, Tina Cascone, Marina C Garassino, Valter Torri

Faculty, Staff and Student Publications

Introduction: Controversy remains as to whether pathologic complete response (pCR) and major pathologic response (MPR) represent surrogate end points for event-free survival (EFS) and overall survival (OS) in neoadjuvant trials for resectable NSCLC.

Methods: A search of PubMed and archives of international conference abstracts was performed from June 2017 through October 31, 2023. Studies incorporating a neoadjuvant arm with immune checkpoint blockade alone or in combination with chemotherapy were included. Those not providing information regarding pCR, MPR, EFS, or OS were excluded. For trial-level surrogacy, log ORs for pCR and MPR and log hazard ratios for EFS and OS were …

Mycophenolate Mofetil Is Associated With Inferior Overall Survival In Cytomegalovirus-Seropositive Patients With Acute Myeloid Leukemia Undergoing Hematopoietic Cell Transplantation, Rima M Saliba, Stephanie J Lee, Paul A Carpenter, Geoffrey R Hill, Catherine J Lee, Amin Alousi, May Daher, George Chen, Richard E Champlin, Katayoun Rezvani, Elizabeth J Shpall, Rohtesh S Mehta

Faculty, Staff and Student Publications

No abstract provided.

Plasmacytoid Dendritic Cells Control Homeostasis Of Megakaryopoiesis, Florian Gaertner, Hellen Ishikawa-Ankerhold, Susanne Stutte, Wenwen Fu, Jutta Weitz, Anne Dueck, Bhavishya Nelakuditi, Valeria Fumagalli, Dominic Van Den Heuvel, Larissa Belz, Gulnoza Sobirova, Zhe Zhang, Anna Titova, Alejandro Martinez Navarro, Kami Pekayvaz, Michael Lorenz, Louisa Von Baumgarten, Jan Kranich, Tobias Straub, Bastian Popper, Vanessa Zheden, Walter Anton Kaufmann, Chenglong Guo, Guido Piontek, Saskia Von Stillfried, Peter Boor, Marco Colonna, Sebastian Clauß, Christian Schulz, Thomas Brocker, Barbara Walzog, Christoph Scheiermann, William C Aird, Claus Nerlov, Konstantin Stark, Tobias Petzold, Stefan Engelhardt, Michael Sixt, Robert Hauschild, Martina Rudelius, Robert A J Oostendorp, Matteo Iannacone, Matthias Heinig, Steffen Massberg

Faculty, Staff and Student Publications

Platelet homeostasis is essential for vascular integrity and immune defence1,2. Although the process of platelet formation by fragmenting megakaryocytes (MKs; thrombopoiesis) has been extensively studied, the cellular and molecular mechanisms required to constantly replenish the pool of MKs by their progenitor cells (megakaryopoiesis) remains unclear3,4. Here we use intravital imaging to track the cellular dynamics of megakaryopoiesis over days. We identify plasmacytoid dendritic cells (pDCs) as homeostatic sensors that monitor the bone marrow for apoptotic MKs and deliver IFNα to the MK niche triggering local on-demand proliferation and maturation of MK progenitors. This pDC-dependent feedback loop is crucial for MK …

Data-Driven Gated Positron Emission Tomography/Computed Tomography For Radiotherapy, Tinsu Pan, Dershan Luo

Faculty, Staff and Student Publications

PURPOSE: Software-based data-driven gated (DDG) positron emission tomography/computed tomography (PET/CT) has replaced hardware-based 4D PET/CT. The purpose of this article was to review DDG PET/CT, which could improve the accuracy of treatment response assessment, tumor motion evaluation, and target tumor contouring with whole-body (WB) PET/CT for radiotherapy (RT).

MATERIAL AND METHODS: This review covered the topics of 4D PET/CT with hardware gating, advancements in PET instrumentation, DDG PET, DDG CT, and DDG PET/CT based on a systematic literature review. It included a discussion of the large axial field-of-view (AFOV) PET detector and a review of the clinical results of DDG …

Datopotamab Deruxtecan In Advanced Or Metastatic Hr+/Her2- And Triple-Negative Breast Cancer: Results From The Phase I Tropion-Pantumor01 Study, Aditya Bardia, Ian E Krop, Takahiro Kogawa, Dejan Juric, Anthony W Tolcher, Erika P Hamilton, Toru Mukohara, Aaron Lisberg, Toshio Shimizu, Alexander I Spira, Junji Tsurutani, Senthil Damodaran, Kyriakos P Papadopoulos, Jonathan Greenberg, Fumiaki Kobayashi, Hong Zebger-Gong, Rie Wong, Yui Kawasaki, Tadakatsu Nakamura, Funda Meric-Bernstam

Faculty, Staff and Student Publications

PURPOSE: Datopotamab deruxtecan (Dato-DXd) is an antibody-drug conjugate consisting of a humanized antitrophoblast cell-surface antigen 2 (TROP2) monoclonal antibody linked to a potent, exatecan-derived topoisomerase I inhibitor payload via a plasma-stable, selectively cleavable linker.

PATIENTS AND METHODS: TROPION-PanTumor01 (ClinicalTrials.gov identifier: NCT03401385) is a phase I, dose-escalation, and dose-expansion study evaluating Dato-DXd in patients with previously treated solid tumors. The primary study objective was to assess the safety and tolerability of Dato-DXd. Secondary objectives included evaluation of antitumor activity and pharmacokinetics. Results from patients with advanced/metastatic hormone receptor-positive/human epidermal growth factor receptor 2-negative (HR+/HER2-) breast cancer (BC) or triple-negative BC (TNBC) …

Reliable Detection Of Generalized Convulsive Seizures Using An Off-The-Shelf Digital Watch: A Multisite Phase 2 Study, Yash Shashank Vakilna, Xiaojin Li, Jaison S Hampson, Yan Huang, John C Mosher, Yuri Dabaghian, Xi Luo, Blanca Talavera, Sandipan Pati, Masel Todd, Ryan Hays, Charles Akos Szabo, Guo-Qiang Zhang, Samden D Lhatoo

Faculty, Staff and Student Publications

Objective: The aim of this study was to develop a machine learning algorithm using an off-the-shelf digital watch, the Samsung watch (SM-R800), and evaluate its effectiveness for the detection of generalized convulsive seizures (GCS) in persons with epilepsy.

Methods: This multisite epilepsy monitoring unit (EMU) phase 2 study included 36 adult patients. Each patient wore a Samsung watch that contained accelerometer, gyroscope, and photoplethysmographic sensors. Sixty-eight time and frequency domain features were extracted from the sensor data and were used to train a random forest algorithm. A testing framework was developed that would better reflect the EMU setting, consisting of …

A Modular Trial Of Androgen Signaling Inhibitor Combinations Testing A Risk-Adapted Strategy In Patients With Metastatic Castration-Resistant Prostate Cancer, Ana M Aparicio, Rebecca S S Tidwell, Shalini S Yadav, Jiun-Sheng Chen, Miao Zhang, Jingjing Liu, Shuai Guo, Patrick G Pilié, Yao Yu, Xingzhi Song, Haswanth Vundavilli, Sonali Jindal, Keyi Zhu, Paul V Viscuse, Justin M Lebenthal, Andrew W Hahn, Rama Soundararajan, Paul G Corn, Amado Zurita-Saavedra, Sumit K Subudhi, Jianhua Zhang, Wenyi Wang, Chad Huff, Patricia Troncoso, James P Allison, Padmanee Sharma, Christopher J Logothetis

Faculty, Staff and Student Publications

Purpose: To determine the efficacy and safety of risk-adapted combinations of androgen signaling inhibitors and inform disease classifiers for metastatic castration-resistant prostate cancers.

Patients and methods: In a modular, randomized phase II trial, 192 men were treated with 8 weeks of abiraterone acetate, prednisone, and apalutamide (AAPA; module 1) and then allocated to modules 2 or 3 based on satisfactory (≥50% PSA decline from baseline and < 5 circulating tumor cell/7.5 mL) versus unsatisfactory status. Men in the former were randomly assigned to continue AAPA alone (module 2A) or with ipilimumab (module 2B). Men in the latter group had carboplatin + cabazitaxel added to AAPA (module 3). Optional baseline biopsies were subjected to correlative studies.

Results: Median overall survival (from allocation) was 46.4 [95% confidence interval (CI), 39.2-68.2], 41.4 (95% CI, 33.3-49.9), and 18.7 (95% CI, 14.3-26.3) months in modules 2A (n = 64), 2B (n = 64), and …

Oar-Weighted Dice Score: A Spatially Aware, Radiosensitivity Aware Metric For Target Structure Contour Quality Assessment, Lucas Mccullum, Kareem A Wahid, Barbara Marquez, Clifton D Fuller

Faculty, Staff and Student Publications

The Dice Similarity Coefficient (DSC) is the current de facto standard to determine agreement between a reference segmentation and one generated by manual / auto-contouring approaches. This metric is useful for non-spatially important images; however, radiation therapy requires consideration of nearby Organs-at-Risk (OARs) and their radiosensitivity which are currently unaccounted for with the traditional DSC. In this work, we introduce the OAR-DSC which accounts for nearby OARs and their radiosensitivity when computing the DSC. We illustrate the importance of this through cases where two proposed contours have similar DSC, but lower OAR-DSC when one contour expands closer to the surrounding …

Tumor-Immune Signatures Of Treatment Resistance To Brentuximab Vedotin With Ipilimumab And/Or Nivolumab In Hodgkin Lymphoma, Edgar Gonzalez-Kozlova, Hsin-Hui Huang, Opeyemi A Jagede, Kevin Tuballes, Diane M Del Valle, Geoffrey Kelly, Manishkumar Patel, Hui Xie, Jocelyn Harris, Kimberly Argueta, Kai Nie, Vanessa Barcessat, Radim Moravec, Jennifer Altreuter, Dzifa Y Duose, Brad S Kahl, Stephen M Ansell, Joyce Yu, Ethan Cerami, James R Lindsay, Ignacio I Wistuba, Seunghee Kim-Schulze, Catherine S Diefenbach, Sacha Gnjatic

Faculty, Staff and Student Publications

To investigate the cellular and molecular mechanisms associated with targeting CD30-expressing Hodgkin lymphoma (HL) and immune checkpoint modulation induced by combination therapies of CTLA4 and PD1, we leveraged Phase 1/2 multicenter open-label trial NCT01896999 that enrolled patients with refractory or relapsed HL (R/R HL). Using peripheral blood, we assessed soluble proteins, cell composition, T-cell clonality, and tumor antigen-specific antibodies in 54 patients enrolled in the phase 1 component of the trial. NCT01896999 reported high (>75%) overall objective response rates with brentuximab vedotin (BV) in combination with ipilimumab (I) and/or nivolumab (N) in patients with R/R HL. We observed a …

High-Dimensional Multivariate Analysis Of Variance Via Geometric Median And Bootstrapping, Guanghui Cheng, Ruitao Lin, Liuhua Peng

Faculty, Staff and Student Publications

The geometric median, which is applicable to high-dimensional data, can be viewed as a generalization of the univariate median used in 1-dimensional data. It can be used as a robust estimator for identifying the location of multi-dimensional data and has a wide range of applications in real-world scenarios. This paper explores the problem of high-dimensional multivariate analysis of variance (MANOVA) using the geometric median. A maximum-type statistic that relies on the differences between the geometric medians among various groups is introduced. The distribution of the new test statistic is derived under the null hypothesis using Gaussian approximations, and its consistency …

Α-Synuclein Seed Amplification Technology For Parkinson's Disease And Related Synucleinopathies, Claudio Soto

Faculty, Staff and Student Publications

Synucleinopathies are a group of neurodegenerative diseases (NDs) associated with cerebral accumulation of α-synuclein (αSyn) misfolded aggregates. At this time, there is no effective treatment to stop or slow down disease progression, which in part is due to the lack of an early and objective biochemical diagnosis. In the past 5 years, the seed amplification technology has emerged for highly sensitive identification of these diseases, even at the preclinical stage of the illness. Much research has been done in multiple laboratories to validate the efficacy and reproducibility of this assay. This article provides a comprehensive review of this technology, including …

Optimization And Validation Of Multi-Echo, Multi-Contrast Sage Acquisition In Fmri, Elizabeth G Keeling, Maurizio Bergamino, Sudarshan Ragunathan, C Chad Quarles, Allen T Newton, Ashley M Stokes

Faculty, Staff and Student Publications

The purpose of this study was to optimize and validate a multi-contrast, multi-echo fMRI method using a combined spin- and gradient-echo (SAGE) acquisition. It was hypothesized that SAGE-based blood oxygen level-dependent (BOLD) functional MRI (fMRI) will improve sensitivity and spatial specificity while reducing signal dropout. SAGE-fMRI data were acquired with five echoes (2 gradient-echoes, 2 asymmetric spin-echoes, and 1 spin-echo) across 12 protocols with varying acceleration factors, and temporal SNR (tSNR) was assessed. The optimized protocol was then implemented in working memory and vision tasks in 15 healthy subjects. Task-based analysis was performed using individual echoes, quantitative dynamic relaxation times …

Automated Quantification Of Measurable Residual Disease In Chronic Lymphocytic Leukemia Using An Artificial Intelligence-Assisted Workflow, Alexandre Bazinet, Alan Wang, Xinmei Li, Fuli Jia, Huan Mo, Wei Wang, Sa A Wang

Faculty, Staff and Student Publications

Detection of measurable residual disease (MRD) in chronic lymphocytic leukemia (CLL) is an important prognostic marker. The most common CLL MRD method in current use is multiparameter flow cytometry, but availability is limited by the need for expert manual analysis. Automated analysis has the potential to expand access to CLL MRD testing. We evaluated the performance of an artificial intelligence (AI)-assisted multiparameter flow cytometry (MFC) workflow for CLL MRD. We randomly selected 113 CLL MRD FCS files and divided them into training and validation sets. The training set (n = 41) was gated by expert manual analysis and used to …