Medical Specialties Commons^™

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 …

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.

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 …

Emerging Cell And Molecular Targets For Treating Mucus Hypersecretion In Asthma, Ana M Jaramillo, Eszter K Vladar, Fernando Holguin, Burton F Dickey, Christopher M Evans

Faculty, Staff and Student Publications

Mucus provides a protective barrier that is crucial for host defense in the lungs. However, excessive or abnormal mucus can have pathophysiological consequences in many pulmonary diseases, including asthma. Patients with asthma are treated with agents that relax airway smooth muscle and reduce airway inflammation, but responses are often inadequate. In part, this is due to the inability of existing therapeutic agents to directly target mucus. Accordingly, there is a critical need to better understand how mucus hypersecretion and airway plugging are affected by the epithelial cells that synthesize, secrete, and transport mucus components. This review highlights recent advances in …

Corrigendum To "The Use Of Mr-Guided Radiation Therapy For Head And Neck Cancer And Recommended Reporting Guidance" Seminars In Radiation Oncology Volume 34 (2024) 69-83, Brigid A Mcdonald, Riccardo Dal Bello, Clifton D Fuller, Panagiotis Balermpas

Faculty, Staff and Student Publications

No abstract provided.

Lacrimal Gland Adenocarcinoma Clinicopathologic Features And Outcomes Compared With Those Of Lacrimal Gland Adenoid Cystic Carcinoma, Hila Goldberg, Xinyang Jiang, Janet Fan, Jiawei Zhao, Jing Ning, Michelle Williams, Steven Frank, Amy Moreno, Brandon Gunn, Renata Ferrarotto, Bita Esmaeli

Faculty, Staff and Student Publications

Purpose: Lacrimal gland (LG) adenocarcinomas (ACs) are rare, with limited data. We compared clinicopathologic features and local recurrence, distant metastasis, and survival rates between LG AC and LG adenoid cystic carcinoma (ACC).

Methods: The records of LG AC patients treated from 2008 to 2022 and LG ACC patients treated from 1998 to 2022 at the same center were retrospectively reviewed.

Results: The study included 20 patients with AC; 10 de-novo AC, 10 ex-pleomorphic AC; and 51 ACC patients. The median age at diagnosis was 61 years for de-novo AC, 54 years for ex-pleomorphic AC, and 45 years for ACC. All …

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 …

Polatuzumab Vedotin, Venetoclax, And An Anti-Cd20 Monoclonal Antibody In Relapsed/Refractory B-Cell Non-Hodgkin Lymphoma, Sam Yuen, Tycel J Phillips, Rajat Bannerji, Paula Marlton, Giuseppe Gritti, John F Seymour, Anna Johnston, Christopher Arthur, Anna Dodero, Sunil Sharma, Jamie Hirata, Lisa Musick, Christopher R Flowers

Faculty, Staff and Student Publications

The Phase 2 portion of this study evaluated safety and efficacy of polatuzumab vedotin 1.8 mg/kg and venetoclax 800 mg, plus fixed-dose obinutuzumab 1000 mg or rituximab 375 mg/m2 in patients with relapsed/refractory (R/R) follicular lymphoma (FL) or diffuse large B-cell lymphoma (DLBCL), respectively. Patients with complete response (CR) or partial response (PR)/stable disease (FL) or CR/PR (DLBCL) at end of induction (EOI; six 21-day cycles) received post-induction therapy with venetoclax and obinutuzumab or rituximab, respectively. Primary endpoint was CR rate at EOI. Safety-evaluable populations included 74 patients (FL cohort; median age 64 years; progression of disease within 24 months …

Cone-Beam Ct With A Noncircular (Sine-On-Sphere) Orbit: Imaging Performance Of A Clinical System For Image-Guided Interventions, A Kyle Jones, Moiz Ahmad, Shaan M Raza, Stephen R Chen, Jeffrey H Siewerdsen

Faculty, Staff and Student Publications

Purpose: We aim to compare the imaging performance of a cone-beam CT (CBCT) imaging system with noncircular scan protocols (sine-on-sphere) to a conventional circular orbit.

Approach: A biplane C-arm system (ARTIS Icono; Siemens Healthineers) capable of circular and noncircular CBCT acquisition was used, with the latter orbit (sine-on-sphere, "Sine Spin") executing a sinusoidal motion with ±10deg tilt amplitude over the half-scan orbit. A test phantom was used for the characterization of image uniformity, noise, noise-power spectrum (NPS), spatial resolution [modulation transfer function (MTF) in axial and oblique directions], and cone-beam artifacts. Findings were interpreted using an anthropomorphic head phantom with …

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 …

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 …

Apoptosis Pathway-Associated Proteins Are Frequently Expressed In Melanoma: A Study Of 32 Cases With Focus On Acral Lentiginous Melanoma, Debora A Ledesma, Mario L Marques-Piubelli, Elsa Li-Ning-Tapia, Courtney Hudgens, Jun Gu, Rossana Lazcano, Sandro Casavilca-Zambrano, Miluska Castillo, Michael A Davies, Wen-Jen Hwu, Phyu P Aung, Alessio Giubellino, Jonathan L Curry, Carlos Torres-Cabala

Faculty, Staff and Student Publications

Acral lentiginous melanoma (ALM) is an aggressive type of cutaneous melanoma (CM) that arises on palms, soles, and nail units. ALM is rare in White population, but it is relatively more frequent in dark-skinned populations. There is an unmet need to develop new personalized and more effective treatments strategies for ALM. Increased expression of antiapoptotic proteins (ie, BCL2, MCL1) has been shown to contribute to tumorigenesis and therapeutic resistance in multiple tumor types and has been observed in a subset of ALM and mucosal melanoma cell lines in vivo and in vitro. However, little is known about their expression and …

Evaluating Automatically Generated Normal Tissue Contours For Safe Use In Head And Neck And Cervical Cancer Treatment Planning, Raphael Douglas, Adenike Olanrewaju, Raymond Mumme, Lifei Zhang, Beth M Beadle, Laurence Edward Court

Faculty, Staff and Student Publications

Purpose: Volumetric-modulated arc therapy (VMAT) is a widely accepted treatment method for head and neck (HN) and cervical cancers; however, creating contours and plan optimization for VMAT plans is a time-consuming process. Our group has created an automated treatment planning tool, the Radiation Planning Assistant (RPA), that uses deep learning models to generate organs at risk (OARs), planning structures and automates plan optimization. This study quantitatively evaluates the quality of contours generated by the RPA tool.

Methods: For patients with HN (54) and cervical (39) cancers, we retrospectively generated autoplans using the RPA. Autoplans were generated using deep-learning and RapidPlan …

Autocontouring Of Primary Lung Lesions And Nodal Disease For Radiotherapy Based Only On Computed Tomography Images, Stephen Skett, Tina Patel, Didier Duprez, Sunnia Gupta, Tucker Netherton, Christoph Trauernicht, Sarah Aldridge, David Eaton, Carlos Cardenas, Laurence E Court, Daniel Smith, Ajay Aggarwal

Faculty, Staff and Student Publications

Background and purpose: In many clinics, positron-emission tomography is unavailable and clinician time extremely limited. Here we describe a deep-learning model for autocontouring gross disease for patients undergoing palliative radiotherapy for primary lung lesions and/or hilar/mediastinal nodal disease, based only on computed tomography (CT) images.

Materials and methods: An autocontouring model (nnU-Net) was trained to contour gross disease in 379 cases (352 training, 27 test); 11 further test cases from an external centre were also included. Anchor-point-based post-processing was applied to remove extraneous autocontoured regions. The autocontours were evaluated quantitatively in terms of volume similarity (Dice similarity coefficient [DSC], surface …

Dynamic Stem-Loop Extension By Pol Θ And Templated Insertion During Dna Repair, Denisse Carvajal-Maldonado, Yuzhen Li, Mark Returan, April M Averill, Sylvie Doublié, Richard D Wood

Faculty, Staff and Student Publications

Theta-mediated end joining (TMEJ) is critical for survival of cancer cells when other DNA double-stranded break repair pathways are impaired. Human DNA polymerase theta (Pol θ) can extend ssDNA oligonucleotides, but little is known about preferred substrates and mechanism. We show that Pol θ can extend both ssDNA and RNA substrates by unimolecular stem-loop synthesis initiated by only two 3' terminal base pairs. Given sufficient time, Pol θ uses alternative pairing configurations that greatly expand the repertoire of sequence outcomes. Further primer-template adjustments yield low-fidelity outcomes when the nucleotide pool is imbalanced. Unimolecular stem-loop synthesis competes with bimolecular end joining, …