Digital Commons Network^™

Multipar: Supervised Irregular Tensor Factorization With Multi-Task Learning For Computational Phenotyping, Xiaoqian Jiang, Sivasubramanium Venkatraman Bhavani

Faculty, Staff and Student Publications

Tensor factorization has received increasing interest due to its intrinsic ability to capture latent factors in multi-dimensional data with many applications including Electronic Health Records (EHR) mining. PARAFAC2 and its variants have been proposed to address irregular tensors where one of the tensor modes is not aligned, e.g., different patients in EHRs may have different length of records. PARAFAC2 has been successfully applied to EHRs for extracting meaningful medical concepts (phenotypes). Despite recent advancements, current models' predictability and interpretability are not satisfactory, which limits its utility for downstream analysis. In this paper, we propose MULTIPAR: a supervised irregular tensor factorization …

Gru-D-Weibull: A Novel Real-Time Individualized Endpoint Prediction, Hongfang Liu

Faculty, Staff and Student Publications

Background: In the era of healthcare digital transformation, using electronic health record (EHR) data to generate various endpoint estimates for active monitoring is highly desirable in chronic disease management. However, traditional predictive modeling strategies leveraging well-curated data sets can have limited real-world implementation potential due to various data quality issues in EHR data.

Methods: We propose a novel predictive modeling approach, GRU-D-Weibull, which models Weibull distribution leveraging gated recurrent units with decay (GRU-D), for real-time individualized endpoint prediction and population level risk management using EHR data.

Experiments: We systematically evaluated the performance and showcased the real-world implementability of the proposed …

Private Continuous Survival Analysis With Distributed Multi-Site Data

Faculty, Staff and Student Publications

Effective disease surveillance systems require large-scale epidemiological data to improve health outcomes and quality of care for the general population. As data may be limited within a single site, multi-site data (e.g., from a number of local/regional health systems) need to be considered. Leveraging distributed data across multiple sites for epidemiological analysis poses significant challenges. Due to the sensitive nature of epidemiological data, it is imperative to design distributed solutions that provide strong privacy protections. Current privacy solutions often assume a central site, which is responsible for aggregating the distributed data and applying privacy protection before sharing the results (e.g., …

Fair Canonical Correlation Analysis, Jia Xu, Yanbo Feng, Qi Long, Li Shen

Faculty, Staff and Student Publications

This paper investigates fairness and bias in Canonical Correlation Analysis (CCA), a widely used statistical technique for examining the relationship between two sets of variables. We present a framework that alleviates unfairness by minimizing the correlation disparity error associated with protected attributes. Our approach enables CCA to learn global projection matrices from all data points while ensuring that these matrices yield comparable correlation levels to group-specific projection matrices. Experimental evaluation on both synthetic and real-world datasets demonstrates the efficacy of our method in reducing correlation disparity error without compromising CCA accuracy.

Targeted Gene Expression Profiling Predicts Meningioma Outcomes And Radiotherapy Responses, Calixto-Hope G Lucas, Kanish Mirchia, Sybren L N Maas, Abigail K Suwala, Minhee Won, James C Bayley, Akdes S Harmanci, Arif O Harmanci, Tiemo J Klisch, Minh P Nguyen, Harish N Vasudevan, Kathleen Mccortney, Theresa J Yu, Varun Bhave, Tai-Chung Lam, Jenny Kan-Suen Pu, Lai-Fung Li, Gilberto Ka-Kit Leung, Jason W Chan, Haley K Perlow, Joshua D Palmer, Christine Haberler, Anna S Berghoff, Matthias Preusser, Theodore P Nicolaides, Christian Mawrin, Sameer Agnihotri, Adam Resnick, Brian R Rood, Jessica Chew, Jacob S Young, Lauren Boreta, Steve E Braunstein, Jessica Schulte, Nicholas Butowski, Sandro Santagata, David Spetzler, Nancy Ann Oberheim Bush, Javier E Villanueva-Meyer, James P Chandler, David A Solomon, C Leland Rogers, Stephanie L Pugh, Minesh P Mehta, Penny K Sneed, Mitchel S Berger, Craig M Horbinski, Michael W Mcdermott, Arie Perry, Wenya Linda Bi, Akash J Patel, Felix Sahm, Stephen T Magill, David R Raleigh

Faculty, Staff and Student Publications

Surgery is the mainstay of treatment for meningioma, the most common primary intracranial tumor, but improvements in meningioma risk stratification are needed and indications for postoperative radiotherapy are controversial. Here we develop a targeted gene expression biomarker that predicts meningioma outcomes and radiotherapy responses. Using a discovery cohort of 173 meningiomas, we developed a 34-gene expression risk score and performed clinical and analytical validation of this biomarker on independent meningiomas from 12 institutions across 3 continents (N = 1,856), including 103 meningiomas from a prospective clinical trial. The gene expression biomarker improved discrimination of outcomes compared with all other systems …

Ezh2 Cooperates With Brd4-Nut To Drive Nut Carcinoma Growth By Silencing Key Tumor Suppressor Genes, Yeying Huang, R Taylor Durall, Nhi M Luong, Hans J Hertzler, Julianna Huang, Prafulla C Gokhale, Brittaney A Leeper, Nicole S Persky, David E Root, Praju V Anekal, Paula D L M Montero Llopis, Clement N David, Jeffery L Kutok, Alejandra Raimondi, Karan Saluja, Jia Luo, Cynthia A Zahnow, Biniam Adane, Kimberly Stegmaier, Catherine E Hawkins, Christopher Ponne, Quan Le, Geoffrey I Shapiro, Madeleine E Lemieux, Kyle P Eagen, Christopher A French

Faculty, Staff and Student Publications

NUT carcinoma (NC) is an aggressive carcinoma driven by the BRD4-NUT fusion oncoprotein, which activates chromatin to promote expression of pro-growth genes. BET bromodomain inhibitors (BETi) are a promising treatment for NC that can impede BRD4-NUT’s ability to activate genes, but the efficacy of BETi as monotherapy are limited. Here, we demonstrated that EZH2, which silences genes through establishment of repressive chromatin, is a dependency in NC. Inhibition of EZH2 with the clinical compound tazemetostat (taz) potently blocked growth of NC cells. Epigenetic and transcriptomic analysis revealed that taz reversed the EZH2-specific H3K27me3 silencing mark and restored expression of multiple …

Modulating A Prebiotic Food Source Influences Inflammation And Immune-Regulating Gut Microbes And Metabolites: Insights From The Be Gone Trial, Xiaotao Zhang, Ehsan Irajizad, Kristi L Hoffman, Johannes F Fahrmann, Fangyu Li, Gladys J Browman, Jody Vykoukal, Pamela N Luna, Wesley Siu, Ranran Wu, Eunice Murage, Nadim J Ajami, Jennifer L Mcquade, Jennifer A Wargo, James P Long, Kim-Anh Do, Johanna W Lampe, Karen M Basen-Engquist, Pablo C Okhuysen, Scott Kopetz, Samir M Hanash, Joseph F Petrosino, Paul Scheet, Carrie R Daniel

Faculty, Staff and Student Publications

BACKGROUND: Accessible prebiotic foods hold strong potential to jointly target gut health and metabolic health in high-risk patients. The BE GONE trial targeted the gut microbiota of obese surveillance patients with a history of colorectal neoplasia through a straightforward bean intervention.

METHODS: This low-risk, non-invasive dietary intervention trial was conducted at MD Anderson Cancer Center (Houston, TX, USA). Following a 4-week equilibration, patients were randomized to continue their usual diet without beans (control) or to add a daily cup of study beans to their usual diet (intervention) with immediate crossover at 8-weeks. Stool and fasting blood were collected every 4 …

The New Nci Precision Medicine Trials, Lyndsay N Harris, Charles D Blanke, Harry P Erba, James M Ford, Robert J Gray, Siwen Hu-Lieskovan, Selina M Luger, Funda Meric-Bernstam, Peter J O'Dwyer, Megan K D Othus, Katerina Politi, Lois E Shepherd, Carmen J Allegra, Helen X Chen, S Percy Ivy, Larissa A Korde, Richard F Little, Lisa M Mcshane, Jeffrey A Moscow, David R Patton, Magdalena Thurin, Laura M Yee, James H Doroshow

Faculty, Staff and Student Publications

Basket, umbrella, and platform trial designs (master protocols) have emerged over the last decade to study precision medicine approaches in oncology. First-generation trials like NCI-MATCH (Molecular Analysis for Therapy Choice) have proven the principle that studying targeted therapies on a large scale is feasible both from the laboratory and clinical perspectives. However, single-agent targeted therapies have shown limited ability to control metastatic disease, despite careful matching of drug to target. As such, newer approaches employing combinations of targeted therapy, or targeted therapy with standard therapies, need to be considered. The NCI has recently embarked on three second-generation precision medicine trials …

An Opioid-Minimizing Multimodal Pain Regimen Reduces Opioid Exposure And Pain In Trauma-Injured Patients At High Risk For Opioid Misuse: Secondary Analysis From The Mast Trial, Constanza De Dios, Robert Suchting, Charles Green, James M Klugh, John A Harvin, Joy M Schmitz, Jin H Yoon, Angela Heads, Kandice Motley, Angela Stotts

Faculty, Staff and Student Publications

BACKGROUND: Screening to identify patients at risk for opioid misuse after trauma is recommended but not commonly used to guide perioperative opioid management interventions. The Multimodal Analgesic Strategies for Trauma trial demonstrated that an opioid-minimizing multimodal pain regimen reduced opioid exposure in a heterogeneous trauma patient population. Here, we assess the efficacy of the Multimodal Analgesic Strategies for Trauma multimodal pain regimen in a critical patient subgroup who screened at high risk for opioid misuse.

METHODS: The Multimodal Analgesic Strategies for Trauma trial compared an opioid-minimizing multimodal pain regimen (oral acetaminophen, naproxen, gabapentin, lidocaine patch, as-needed opioid) against an original …

Kinome Profiling Identifies Mark3 And Stk10 As Potential Therapeutic Targets In Uveal Melanoma, Usman Baqai, Alison M Kurimchak, Isabella V Trachtenberg, Timothy J Purwin, Jelan I Haj, Kristine Luo, Angela Jeon, Vivian Chua, Michael A Davies, J Silvio Gutkind, Jeffrey L Benovic, James S Duncan, Andrew E Aplin

Faculty, Staff and Student Publications

Most uveal melanoma cases harbor activating mutations in either GNAQ or GNA11. Despite activation of the mitogen-activated protein kinase (MAPK) signaling pathway downstream of Gαq/11, there are no effective targeted kinase therapies for metastatic uveal melanoma. The human genome encodes numerous understudied kinases, also called the "dark kinome". Identifying additional kinases regulated by Gαq/11 may uncover novel therapeutic targets for uveal melanoma. In this study, we treated GNAQ-mutant uveal melanoma cell lines with a Gαq/11 inhibitor, YM-254890, and conducted a kinase signaling proteomic screen using multiplexed-kinase inhibitors followed by mass spectrometry. We observed downregulated expression and/or activity of 22 kinases. …

Poor Sit-To-Stand Performance In Adolescent And Young Adult Patients With Sarcoma, Savannah V Wooten, Behrang Amini, J Andrew Livingston, Michelle A T Hildebrandt, Joya Chandra, Michael Roth

Faculty, Staff and Student Publications

Background: Adolescents and young adult (AYA) patients with sarcoma are at heightened risk of reduced physical capacity and disease-related weakness. Sit-to-stand (STS) performance correlates with lower extremity functionality and activities of daily living; however, little is known regarding the relationship between muscular status and STS performance in patients with sarcoma. This study assessed STS performance in patients with sarcoma and the association between STS performance and the skeletal muscle index (SMI) and skeletal muscle density (SMD).

Methods: This study included 30 patients with sarcoma (15-39 years old) treated with high-dose doxorubicin. Patients performed the five-times-STS test before starting treatment and …

Role Of The Immune System In Liver Transplantation And Its Implications For Therapeutic Interventions, Guanrong Chen, Xin Hu, Yingchen Huang, Xiaonan Xiang, Sheng Pan, Xiao Xu

Faculty, Staff and Student Publications

Liver transplantation (LT) stands as the gold standard for treating end-stage liver disease and hepatocellular carcinoma, yet postoperative complications continue to impact survival rates. The liver's unique immune system, governed by a microenvironment of diverse immune cells, is disrupted during processes like ischemia-reperfusion injury posttransplantation, leading to immune imbalance, inflammation, and subsequent complications. In the posttransplantation period, immune cells within the liver collaboratively foster a tolerant environment, crucial for immune tolerance and liver regeneration. While clinical trials exploring cell therapy for LT complications exist, a comprehensive summary is lacking. This review provides an insight into the intricacies of the liver's …

Heart Brain Clinic: An Integrated Approach To Stroke Care, Muhammad Bilal Tariq, Syed Kalimullah S Qadri, Anjail Sharrief, Kathleen Tulod, Abhijeet Dhoble, Maria Jamilla Lacap, Bharti Manwani, Richard W Smalling, Nicole Gonzales

Faculty, Staff and Student Publications

Background and objectives: Multidisciplinary clinics have been shown to improve care. Patients with patent foramen ovale (PFO)-associated stroke need evaluation by cardiology and neurology specialists. We report our experience creating a multidisciplinary Structural Heart Brain Clinic (HBC) with a focus on patients with PFO-associated stroke.

Methods: Demographic and clinical data were retrospectively collected for patients with PFO-associated ischemic stroke. Patients with PFO-associated stroke were divided into a standard care group and Heart Brain Clinic group for analysis. Outcome measures included time from stroke to PFO closure and number of clinic visits before decision regarding closure. Nonparametric analysis evaluated differences in …

Crispr-Cas9-Based Functional Interrogation Of Unconventional Translatome Reveals Human Cancer Dependency On Cryptic Non-Canonical Open Reading Frames, Caishang Zheng, Yanjun Wei, Peng Zhang, Kangyu Lin, Dandan He, Ganiraju Manyam, Wen Liu, Hye Rin Lindsay Lee, Ximing Tang, Wei He, Nelufa Islam, Antrix Jain, Yulun Chiu, Shaolong Cao, Yarui Diao, Sherita Meyer-Gauen, Magnus Höök, Anna Malovannaya, Wenbo Li, Ming Hu, Wenyi Wang, Han Xu, Scott Kopetz, Yiwen Chen

Faculty, Staff and Student Publications

Emerging evidence suggests that cryptic translation beyond the annotated translatome produces proteins with developmental or physiological functions. However, functions of cryptic non-canonical open reading frames (ORFs) in cancer remain largely unknown. To fill this gap and systematically identify colorectal cancer (CRC) dependency on non-canonical ORFs, we apply an integrative multiomic strategy, combining ribosome profiling and a CRISPR-Cas9 knockout screen with large-scale analysis of molecular and clinical data. Many such ORFs are upregulated in CRC compared to normal tissues and are associated with clinically relevant molecular subtypes. We confirm the in vivo tumor-promoting function of the microprotein SMIMP, encoded by a …

Quantitative Dual-Energy Computed Tomography With Cesium As A Novel Contrast Agent For Localization Of Thermochemical Ablation In Phantoms And Ex Vivo Models, Emily A Thompson, Megan C Jacobsen, David T Fuentes, Rick R Layman, Erik N K Cressman

Faculty, Staff and Student Publications

Background: Thermochemical ablation (TCA) is a minimally invasive therapy under development for hepatocellular carcinoma. TCA simultaneously delivers an acid (acetic acid, AcOH) and base (sodium hydroxide, NaOH) directly into the tumor, where the acid/base chemical reaction produces an exotherm that induces local ablation. However, AcOH and NaOH are not radiopaque, making monitoring TCA delivery difficult.

Purpose: We address the issue of image guidance for TCA by utilizing cesium hydroxide (CsOH) as a novel theranostic component of TCA that is detectable and quantifiable with dual-energy CT (DECT).

Materials and methods: To quantify the minimum concentration of CsOH that can be positively …

Psychological Distress And Mental Health Care Utilization Among Hispanic/Latino Survivors Of Adolescent And Young Adult Cancer, Eunju Choi, Amy M Berkman, Christabel K Cheung, Andrea C Betts, John M Salsman, Carol Yesenia Ochoa-Dominguez, Joel Milam, Ashna Shah, Susan K Peterson, Qian Lu, J Andrew Livingston, Michelle A T Hildebrandt, Susan K Parsons, David Freyer, Michael E Roth

Faculty, Staff and Student Publications

Purpose: Survivors of adolescent and young adult (AYA) cancer experience psychological distress and insufficient access to mental health care. Few studies have investigated racial/ethnic disparities in psychological health outcomes in this population. This study compared psychological distress, mental health care use, and inability to afford mental health care between Hispanic/Latino survivors of AYA cancer and Hispanic/Latino controls.

Methods: The National Health Interview Survey data (2010-2018) were analyzed to identify Hispanic/Latino survivors of AYA cancer and Hispanic/Latino age- and sex-matched non-cancer controls. Sociodemographic, chronic health, modifiable factors, and psychological outcomes were compared using chi-square tests. Logistic regression models with survey weights …

Isolated Vaginal Recurrence In Women With Stage I Endometrial Cancer, Eric Rios-Doria, Han T Cun, Olga T Filippova, Jennifer J Mueller, Kaled M Alektiar, Vicky Makker, Mario M Leitao, Anuja Jhingran, Pamela T Soliman, Nadeem R Abu-Rustum

Faculty, Staff and Student Publications

Objective: To compare clinical and pathologic characteristics of women with surgical stage I endometrial carcinoma by location of first recurrence and describe characteristics of isolated vaginal recurrence.

Methods: Patients with 2009 International Federation of Obstetrics and Gynecology (FIGO) stage I endometrial carcinoma treated at two large cancer centers from 1/1/2009-12/31/2017 were identified. Sarcoma histology was excluded. Recurrences were grouped into isolated vaginal or extravaginal. Isolated vaginal recurrences were localized by anatomic location within the vaginal vault. Clinical and pathologic variables were compared with chi-square analysis, and Kaplan-Meier curves with log-rank tests.

Results: Of 2815 women identified, 278 (10%) experienced a …

Aging Differentially Affects Axonal Autophagosome Formation And Maturation, Heather Tsong, Erika Lf Holzbaur, Andrea Kh Stavoe

Faculty, Staff and Student Publications

Misregulation of neuronal macroautophagy/autophagy has been implicated in age-related neurodegenerative diseases. We compared autophagosome formation and maturation in primary murine neurons during development and through aging to elucidate how aging affects neuronal autophagy. We observed an age-related decrease in the rate of autophagosome formation leading to a significant decrease in the density of autophagosomes along the axon. Next, we identified a surprising increase in the maturation of autophagic vesicles in neurons from aged mice. While we did not detect notable changes in endolysosomal content in the distal axon during early aging, we did observe a significant loss of acidified vesicles …

Influenza Viral Infection Is A Risk Factor For Severe Illness In Covid-19 Patients: A Nationwide Population-Based Cohort Study, Jeong-Hwan Hwang, Yeon Seok You, Sang Woo Yeom, Min Gyu Lee, Jong-Hwan Lee, Jong Seung Kim

Faculty, Staff and Student Publications

In order to prepare for the twindemic of influenza and SARS-CoV-2 infection, we investigated the association between influenza infection and subsequent severity of SARS-CoV-2 infection. A population-based nationwide cohort study was performed using data from the National Health Insurance Service (NHIS) in the Republic of Korea. This study included 274,126 individuals who underwent SARS-CoV-2 PCR testing between 20 January 2020 and 1 October 2020. Among these patients, 28,338 tested positive for SARS-CoV-2, and 4,003 of these individuals had a history of influenza. The control group was selected through 1:1 propensity score matching. In the group of 4,003 COVID-19-positive individuals with …

Selection Of Surgical Modality For Massive Splenomegaly In Children, Yong Li, Congjun Wang, Weilong Chen, Chao Chen, Xianming Tang, Jiabo Chen, Wei Li, Yanqiang Li, Peng Chen, Yige Luo, Cheng Su

Faculty, Staff and Student Publications

BACKGROUND: Laparoscopic splenectomy (LS), a treatment for both benign and malignant splenic diseases, can prove technically challenging in patients with massive splenomegaly. In particular, the optimal surgical modality for treating massive splenomegaly in children remains controversial.

METHODS: The clinicopathologic data of 289 pediatric patients undergoing splenectomy for massive splenomegaly were studied in a retrospective analysis. Accordingly, the patients were classified into the LS surgery group and open splenectomy (OS) surgery group. In the laparoscopy cohort, they were separated into two subgroups according to the method of surgery: the multi-incision laparoscopic splenectomy (MILS) and the single-incision laparoscopic splenectomy (SILS) surgery groups, …

Radiation-Induced Innate Neutrophil Response In Tumor Is Mediated By The Cxcls/Cxcr2 Axis, Faya Zhang, Oscar Mulvaney, Erica Salcedo, Subrata Manna, James Z Zhu, Chul Ahn, Raquibul Hannan

Faculty, Staff and Student Publications

The early events that lead to the inflammatory and immune-modulatory effects of radiation therapy (RT) in the tumor microenvironment (TME) after its DNA damage response activating the innate DNA-sensing pathways are largely unknown. Neutrophilic infiltration into the TME in response to RT is an early innate inflammatory response that occurs within 24-48 h. Using two different syngeneic murine tumor models (RM-9 and MC-38), we demonstrated that CXCR2 blockade significantly reduced RT-induced neutrophilic infiltration. CXCR2 blockade showed the same effects on RT-induced tumor inhibition and host survival as direct neutrophil depletion. Neutrophils highly and preferentially expressed CXCR2 compared to other immune …

Droid: Dose-Ranging Approach To Optimizing Dose In Oncology Drug Development, Beibei Guo, Ying Yuan

Faculty, Staff and Student Publications

In the era of targeted therapy, there has been increasing concern about the development of oncology drugs based on the "more is better" paradigm, developed decades ago for chemotherapy. Recently, the US Food and Drug Administration (FDA) initiated Project Optimus to reform the dose optimization and dose selection paradigm in oncology drug development. To accommodate this paradigm shifting, we propose a dose-ranging approach to optimizing dose (DROID) for oncology trials with targeted drugs. DROID leverages the well-established dose-ranging study framework, which has been routinely used to develop non-oncology drugs for decades, and bridges it with established oncology dose-finding designs to …

Identifying The Optimal Deep Learning Architecture And Parameters For Automatic Beam Aperture Definition In 3d Radiotherapy, Skylar S Gay, Kelly D Kisling, Brian M Anderson, Lifei Zhang, Dong Joo Rhee, Tucker Netherton, Kristy Brock, Anuja Jhingran, Hannah Simonds, Ann Klopp, Beth M Beadle, Laurence E Court, Carlos E Cardenas

Faculty, Staff and Student Publications

PURPOSE: Two-dimensional radiotherapy is often used to treat cervical cancer in low- and middle-income countries, but treatment planning can be challenging and time-consuming. Neural networks offer the potential to greatly decrease planning time through automation, but the impact of the wide range of hyperparameters to be set during training on model accuracy has not been exhaustively investigated. In the current study, we evaluated the effect of several convolutional neural network architectures and hyperparameters on 2D radiotherapy treatment field delineation.

METHODS: Six commonly used deep learning architectures were trained to delineate four-field box apertures on digitally reconstructed radiographs for cervical cancer …

Corrigendum To “Epstein-Barr-Virus-Positive Large B-Cell Lymphoma Associated With Breast Implants: An Analysis Of Eight Patients Suggesting A Possible Pathogenetic Relationship” [Modern Pathology 34 (2021) 2154–2167], L Jeffrey Medeiros, Mario L Marques-Piubelli, Valentina F I Sangiorgio, Roberto Ruiz-Cordero, Francisco Vega, Jennifer R Chapman, Kelly K Hunt, Mark G Evans, Christine Khoo, Stephen Lade, Mark Silberman, Jerzy Morkowski, Edward M Pina, Daniel C Mills, Christopher M Bates, Winston B Magno, Aliyah R Sohani, Beth A Sieling, Joseph M O'Donoghue, Chris M Bacon, Neill Patani, Despina Televantou, Suzanne D Turner, Laura Johnson, Fiona Macneill, Andrew C Wotherspoon, Swaminathan P Iyer, Luis E Malpica, Keyur P Patel, Jie Xu, Roberto N Miranda

Faculty, Staff and Student Publications

No abstract provided.

Lessons For The Next Generation Of Scientists From The Second Annual Arthur And Sandra Irving Cancer Immunology Symposium, Christopher Alvarez-Breckenridge, Kristin G Anderson, Ana Luisa Correia, Shadmehr Demehri, Huy Q Dinh, Gavin P Dunn, Jeremy Goc, Zinaida Good, Nir Hacohen, Patrick Han, Pavel Hanč, John Hickey, Kelly Kersten, Beiyun C Liu, Aitziber Buque, Yuxuan 'Phoenix' Miao, J Justin Milner, Yuri Pritykin, Ferdinando Pucci, Nicole E Scharping, Lisa Sudmeier, Yufei Wang, Andreas Wieland, Michelle M Williams

Faculty, Staff and Student Publications

The Arthur and Sandra Irving Cancer Immunology Symposium has been created as a platform for established cancer immunologists to mentor trainees and young investigators as they launch their research career in the field. By sharing their different paths to success, the senior faculty mentors provide an invaluable resource to support the development of the next generation of leaders in the cancer immunology community. This Commentary describes some of the key topics that were discussed during the 2022 symposium: scientific and career trajectory, leadership, mentoring, collaborations, and publishing. For each of these topics, established investigators discussed the elements that facilitate success …

Predicting The Spatio-Temporal Response Of Recurrent Glioblastoma Treated With Rhenium-186 Labelled Nanoliposomes, Chase Christenson, Chengyue Wu, David A Hormuth, Shiliang Huang, Ande Bao, Thomas E Yankeelov

Faculty, Staff and Student Publications

Rhenium-186 (186Re) labeled nanoliposome (RNL) therapy for recurrent glioblastoma patients has shown promise to improve outcomes by locally delivering radiation to affected areas. To optimize the delivery of RNL, we have developed a framework to predict patient-specific response to RNL using image-guided mathematical models.

METHODS: We calibrated a family of reaction-diffusion type models with multi-modality imaging data from ten patients (NCR01906385) to predict the spatio-temporal dynamics of each patient's tumor. The data consisted of longitudinal magnetic resonance imaging (MRI) and single photon emission computed tomography (SPECT) to estimate tumor burden and local RNL activity, respectively. The optimal model from the …

Posterior-Scleritis: Case Report Of An Uncommon Immune-Related Adverse Event In The Treatment Of Advanced Endometrial Cancer, Brandon I Ing, Derek Kuhl, Deanna Glassman, Cynae A Johnson, Shrina Patel

Faculty, Staff and Student Publications

As Immune checkpoint inhibitors are being expanded for use in gynecologic malignancies, rare immune-related adverse events are more frequently being reported. Here we describe a 63-year-old with Stage IIIB mismatch repair deficient uterine adenocarcinoma who underwent six cycles of carboplatin and paclitaxel with partial response but persistent disease. She was then started on single agent pembrolizumab. After six cycles of pembrolizumab, she developed bilateral vision changes and was diagnosed with posterior scleritis. Pembrolizumab was held and she was treated with oral prednisone, with rapid resolution of symptoms. One month after completion of prednisone, vision changes were again reported and she …

The Clinicopathologic Features And Molecular Signatures Of Blastoid High-Grade B Cell Lymphoma, Not Otherwise Specified, Lianqun Qiu, Pei Lin, Mahsa Khanlari, Jie Xu, Evan N Cohen, Roberto N Miranda, Hong Fang, Carlos E Bueso-Ramos, L Jeffrey Medeiros, Shaoying Li

Faculty, Staff and Student Publications

A small subset of high-grade B-cell lymphoma (HGBL) with blastoid morphology remains poorly understood. We assessed 55 cases of blastoid HGBL, not otherwise specified (NOS) and compared their clinicopathologic characteristics with those of 81 non-blastoid HGBL-NOS and 62 blastoid HGBL with MYC and BCL2, with or without BCL6 rearrangements (double/triple-hit lymphoma [D/THL]). Patients with blastoid HGBL-NOS showed similar clinicopathologic features to patients with blastoid D/THLs and non-blastoid HGBL-NOS, except more frequently with a history of low-grade B-cell lymphoma, bone marrow involvement, and BCL2 rearrangement (P < .05) compared to the latter. MYC rearrangement (MYC-R), detected in 40% of blastoid HGBL-NOS, was associated with aggressive clinicopathologic features and poorer overall survival, even worse than that of blastoid D/THL (P < .05). Transcriptome profiling revealed a distinct gene expression pattern with differentially expressed genes enriched in MYC and P53-targeted genes in MYC-R blastoid HGBL-NOS. Fifty-two percent of blastoid HGBL-NOS had a double hit-like signature, similar to non-blastoid HGBL-NOS (P = .73). The overall survival of the blastoid HGBL-NOS group was similar to that of the blastoid D/THL group but appeared poorer than that of its non-blastoid counterparts (P = .07). Taken together, blastoid HGBL-NOS is an aggressive B-cell lymphoma that shares overlapping clinicopathologic and genetic features with non-blastoid HGBL-NOS. MYC-R in patients with blastoid HGBL-NOS identifies a highly aggressive subgroup with distinct aggressive clinicopathologic features, unique molecular signatures, and a dismal clinical outcome.

Enhanced Cd19 Activity In B Cells Contributes To Immunodeficiency In Mice Deficient In The Icf Syndrome Gene Zbtb24, Zhengzhou Ying, Swanand Hardikar, Joshua B Plummer, Tewfik Hamidi, Bin Liu, Jianjun Shen, Kevin M Mcbride, Taiping Chen

Faculty, Staff and Student Publications

Immunodeficiency, centromeric instability, and facial anomalies (ICF) syndrome is a rare autosomal recessive disorder characterized by DNA hypomethylation and antibody deficiency. It is caused by mutations in DNMT3B, ZBTB24, CDCA7, or HELLS. While progress has been made in elucidating the roles of these genes in regulating DNA methylation, little is known about the pathogenesis of the life-threatening hypogammaglobulinemia phenotype. Here, we show that mice deficient in Zbtb24 in the hematopoietic lineage recapitulate the major clinical features of patients with ICF syndrome. Specifically, Vav-Cre-mediated ablation of Zbtb24 does not affect lymphocyte development but results in reduced plasma cells and low levels …

Degronmd: Leveraging Evolutionary And Structural Features For Deciphering Protein-Targeted Degradation, Mutations, And Drug Response To Degrons, Haodong Xu, Ruifeng Hu, Zhongming Zhao

Faculty, Staff and Student Publications

Protein-targeted degradation is an emerging and promising therapeutic approach. The specificity of degradation and the maintenance of cellular homeostasis are determined by the interactions between E3 ubiquitin ligase and degradation signals, known as degrons. The human genome encodes over 600 E3 ligases; however, only a small number of targeted degron instances have been identified so far. In this study, we introduced DegronMD, an open knowledgebase designed for the investigation of degrons, their associated dysfunctional events, and drug responses. We revealed that degrons are evolutionarily conserved and tend to occur near the sites of protein translational modifications, particularly in the regions …