Biomedical Informatics Commons^™

Role Of Non-Chromosomal Birth Defects On The Risk Of Developing Childhood Hodgkin Lymphoma: A Children’S Oncology Group Study, Erin C Peckham-Gregory, Lucas Maschietto Boff, Jeremy M Schraw, Logan G Spector, Amy M Linabery, Erik B Erhardt, Karina B Ribeiro, Carl E Allen, Michael E Scheurer, Philip J Lupo

Faculty, Staff and Students Publications

Background: Non-chromosomal birth defects are an important risk factor for several childhood cancers. However, these associations are less clear for Hodgkin lymphoma (HL). Therefore, we sought to more fully elucidate the association between non-chromosomal birth defects and HL risk.

Procedure: Information on cases (n = 517) diagnosed with HL (ages of 0-14) at Children's Oncology Group Institutions for the period of 1989-2003 was obtained. Control children without a history of cancer (n = 784) were identified using random digit dialing and individually matched to cases on sex, race/ethnicity, age, and geographic location. Parents completed comprehensive interviews and answered questions including …

A Study Of Dietary Patterns Derived By Cluster Analysis And Their Association With Metabolic Dysfunction-Associated Steatotic Liver Disease Severity Among Hispanic Patients, Xiaotao Zhang, Carrie R Daniel, Valeria Soltero, Ximena Vargas, Shilpa Jain, Fasiha Kanwal, Aaron P Thrift, Maya Balakrishnan

Faculty, Staff and Student Publications

Introduction: Diet is a modifiable metabolic dysfunction-associated steatotic liver disease (MASLD) risk factor, but few studies have been conducted among Hispanic patients, despite the fact that MASLD prevalence and severity are highest among this ethnic subgroup. We aimed to identify prevalent dietary patterns among Hispanic patients using cluster analysis and to investigate associations with MASLD severity.

Methods: This cross-sectional analysis included 421 Harris County MASLD Cohort participants who self-reported Hispanic ethnicity and completed baseline food frequency questionnaires. All included patients had MASLD, diagnosed per standard clinical criteria. K-means analysis was used to identify clusters of patients sharing similar dietary habits. …

Biallelic Variants In Slc4a10 Encoding A Sodium-Dependent Bicarbonate Transporter Lead To A Neurodevelopmental Disorder, Reza Maroofian, Mina Zamani, Rauan Kaiyrzhanov, Lutz Liebmann, Ehsan Ghayoor Karimiani, Barbara Vona, Antje K Huebner, Daniel G Calame, Vinod K Misra, Saeid Sadeghian, Reza Azizimalamiri, Mohammad Hasan Mohammadi, Jawaher Zeighami, Sogand Heydaran, Mehran Beiraghi Toosi, Javad Akhondian, Meisam Babaei, Narges Hashemi, Rhonda E Schnur, Mohnish Suri, Jonas Setzke, Matias Wagner, Theresa Brunet, Christopher M Grochowski, Lisa Emrick, Wendy K Chung, Ute A Hellmich, Miriam Schmidts, James R Lupski, Hamid Galehdari, Mariasavina Severino, Henry Houlden, Christian A Hübner

Faculty, Staff and Students Publications

PURPOSE: SLC4A10 encodes a plasma membrane-bound transporter, which mediates Na+-dependent HCO3− import, thus mediating net acid extrusion. Slc4a10 knockout mice show collapsed brain ventricles, an increased seizure threshold, mild behavioral abnormalities, impaired vision, and deafness.

METHODS: Utilizing exome/genome sequencing in families with undiagnosed neurodevelopmental disorders and international data sharing, 11 patients from 6 independent families with biallelic variants in SLC4A10 were identified. Clinico-radiological and dysmorphology assessments were conducted. A minigene assay, localization studies, intracellular pH recordings, and protein modeling were performed to study the possible functional consequences of the variant alleles.

RESULTS: The families harbor 8 segregating ultra-rare biallelic SLC4A10 …

Novel Avenues Of Tau Research, Claire E Sexton, Gal Bitan, Kathryn R Bowles, Miroslaw Brys, Luc Buée, Mahmoud Bukar Maina, Claire D Clelland, Ann D Cohen, John F Crary, Jeffrey L Dage, Kristophe Diaz, Bess Frost, Li Gan, Alison M Goate, Lawrence I Golbe, Oskar Hansson, Celeste M Karch, Hartmuth C Kolb, Renaud La Joie, Suzee E Lee, Diana Matallana, Bruce L Miller, Chiadi U Onyike, Yakeel T Quiroz, Jessica E Rexach, Jonathan D Rohrer, Amy Rommel, Ghazaleh Sadri-Vakili, Suzanne E Schindler, Julie A Schneider, Reisa A Sperling, Charlotte E Teunissen, Stacie C Weninger, Susan L Worley, Hui Zheng, Maria C Carrillo

Faculty, Staff and Students Publications

INTRODUCTION: The pace of innovation has accelerated in virtually every area of tau research in just the past few years.

METHODS: In February 2022, leading international tau experts convened to share selected highlights of this work during Tau 2022, the second international tau conference co-organized and co-sponsored by the Alzheimer's Association, CurePSP, and the Rainwater Charitable Foundation.

RESULTS: Representing academia, industry, and the philanthropic sector, presenters joined more than 1700 registered attendees from 59 countries, spanning six continents, to share recent advances and exciting new directions in tau research.

DISCUSSION: The virtual meeting provided an opportunity to foster cross-sector collaboration …

Cub Domains Are Not Required For Ovch2 Function In Sperm Maturation In The Mouse Epididymis, Katarzyna Kent, Kaori Nozawa, Courtney Sutton, Frey Daniel, Masahito Ikawa, Thomas X Garcia, Martin M Matzuk

Faculty, Staff and Students Publications

BACKGROUND: Ovochymase 2 (Ovch2) is an epididymis-specific gene that is required for male fertility. While a multitude of reproductive tract-specific genes required for male fertility have been identified, OVCH2 is thus far the first protein required for male fertility that contains Complement C1r/C1s, Uegf, Bmp1 (CUB) domains located in tandem in the C-terminus of the protein. Identifying the functional significance of this unique domain has implications in better understanding fertility and infertility and as a potential contraceptive target.

OBJECTIVE: The goals of these studies were to understand the influence and requirement of OVCH2 CUB domains in the localization and functional …

Mechanisms Of Sleep Disturbances In Long-Term Cancer Survivors: A Childhood Cancer Survivor Study Report, Lauren C Daniel, Huiqi Wang, Tara M Brinkman, Kathy Ruble, Eric S Zhou, Oxana Palesh, Robyn Stremler, Rebecca Howell, Daniel A Mulrooney, Valerie M Crabtree, Sogol Mostoufi-Moab, Kevin Oeffinger, Joseph Neglia, Yutaka Yasui, Gregory T Armstrong, Kevin Krull

Faculty, Staff and Student Publications

Background: Sleep problems following childhood cancer treatment may persist into adulthood, exacerbating cancer-related late effects and putting survivors at risk for poor physical and psychosocial functioning. This study examines sleep in long-term survivors and their siblings to identify risk factors and disease correlates.

Methods: Childhood cancer survivors (≥5 years from diagnosis; n = 12 340; 51.5% female; mean [SD] age = 39.4 [9.6] years) and siblings (n = 2395; 57.1% female; age = 44.6 [10.5] years) participating in the Childhood Cancer Survivor Study completed the Pittsburgh Sleep Quality Index (PSQI). Multivariable Poisson-error generalized estimating equation compared prevalence of binary sleep …

Pan-Cancer Proteogenomics Characterization Of Tumor Immunity, Francesca Petralia, Weiping Ma, Tomer M Yaron, Francesca Pia Caruso, Nicole Tignor, Joshua M Wang, Daniel Charytonowicz, Jared L Johnson, Emily M Huntsman, Giacomo B Marino, Anna Calinawan, John Erol Evangelista, Myvizhi Esai Selvan, Shrabanti Chowdhury, Dmitry Rykunov, Azra Krek, Xiaoyu Song, Berk Turhan, Karen E Christianson, David A Lewis, Eden Z Deng, Daniel J B Clarke, Jeffrey R Whiteaker, Jacob J Kennedy, Lei Zhao, Rossana Lazcano Segura, Harsh Batra, Maria Gabriela Raso, Edwin Roger Parra, Rama Soundararajan, Ximing Tang, Yize Li, Xinpei Yi, Shankha Satpathy, Ying Wang, Maciej Wiznerowicz, Tania J González-Robles, Antonio Iavarone, Sara J C Gosline, Boris Reva, Ana I Robles, Alexey I Nesvizhskii, D R Mani, Michael A Gillette, Robert J Klein, Marcin Cieslik, Bing Zhang, Amanda G Paulovich, Robert Sebra, Zeynep H Gümüş, Galen Hostetter, David Fenyö, Gilbert S Omenn, Lewis C Cantley, Avi Ma'ayan, Alexander J Lazar, Michele Ceccarelli, Pei Wang, Clinical Proteomic Tumor Analysis Consortium

Faculty, Staff and Student Publications

Despite the successes of immunotherapy in cancer treatment over recent decades, less than <10%-20% cancer cases have demonstrated durable responses from immune checkpoint blockade. To enhance the efficacy of immunotherapies, combination therapies suppressing multiple immune evasion mechanisms are increasingly contemplated. To better understand immune cell surveillance and diverse immune evasion responses in tumor tissues, we comprehensively characterized the immune landscape of more than 1,000 tumors across ten different cancers using CPTAC pan-cancer proteogenomic data. We identified seven distinct immune subtypes based on integrative learning of cell type compositions and pathway activities. We then thoroughly categorized unique genomic, epigenetic, transcriptomic, and proteomic changes associated with each subtype. Further leveraging the deep phosphoproteomic data, we studied kinase activities in different immune subtypes, which revealed potential subtype-specific therapeutic targets. Insights from this work will facilitate the development of future immunotherapy strategies and enhance precision targeting with existing agents.

Comprehensive Characterization Of Ifnγ Signaling In Acute Myeloid Leukemia Reveals Prognostic And Therapeutic Strategies, Bofei Wang, Patrick K Reville, Mhd Yousuf Yassouf, Fatima Z Jelloul, Christopher Ly, Poonam N Desai, Zhe Wang, Pamella Borges, Ivo Veletic, Enes Dasdemir, Jared K Burks, Guilin Tang, Shengnan Guo, Araceli Isabella Garza, Cedric Nasnas, Nicole R Vaughn, Natalia Baran, Qing Deng, Jairo Matthews, Preethi H Gunaratne, Dinler A Antunes, Suhendan Ekmekcioglu, Koji Sasaki, Miriam B Garcia, Branko Cuglievan, Dapeng Hao, Naval Daver, Michael R Green, Marina Konopleva, Andrew Futreal, Sean M Post, Hussein A Abbas

Faculty, Staff and Student Publications

Interferon gamma (IFNγ) is a critical cytokine known for its diverse roles in immune regulation, inflammation, and tumor surveillance. However, while IFNγ levels were elevated in sera of most newly diagnosed acute myeloid leukemia (AML) patients, its complex interplay in AML remains insufficiently understood. We aim to characterize these complex interactions through comprehensive bulk and single-cell approaches in bone marrow of newly diagnosed AML patients. We identify monocytic AML as having a unique microenvironment characterized by IFNγ producing T and NK cells, high IFNγ signaling, and immunosuppressive features. IFNγ signaling score strongly correlates with venetoclax resistance in primary AML patient …

Paired Single-B-Cell Transcriptomics And Receptor Sequencing Reveal Activation States And Clonal Signatures That Characterize B Cells In Acute Myeloid Leukemia, Shengnan Guo, Gopi S Mohan, Bofei Wang, Tianhao Li, Naval Daver, Yuting Zhao, Patrick K Reville, Dapeng Hao, Hussein A Abbas

Faculty, Staff and Student Publications

BACKGROUND: Acute myeloid leukemia (AML) is associated with a dismal prognosis. Immune checkpoint blockade (ICB) to induce antitumor activity in AML patients has yielded mixed results. Despite the pivotal role of B cells in antitumor immunity, a comprehensive assessment of B lymphocytes within AML's immunological microenvironment along with their interaction with ICB remains rather constrained.

METHODS: We performed an extensive analysis that involved paired single-cell RNA and B-cell receptor (BCR) sequencing on 52 bone marrow aspirate samples. These samples included 6 from healthy bone marrow donors (normal), 24 from newly diagnosed AML patients (NewlyDx), and 22 from 8 relapsed or …

Experience With A Hybrid Recruitment Approach Of Patient-Facing Web Portal Screening And Subsequent Phone And Medical Record Review For A Neurosurgical Intervention Trial For Chronic Ischemic Stroke Disability (Pisces Iii), Brad J Kolls, Keith W Muir, Sean I Savitz, Lawrence R Wechsler, Julie G Pilitsis, Scott Rahimi, Richard L Beckman, Vincent Holmes, Peng R Chen, David S Albers, Daniel T Laskowitz

Faculty, Staff and Student Publications

BACKGROUND: Recruitment of participants is the greatest risk to completion of most clinical trials, with 20-40% of trials failing to reach the targeted enrollment. This is particularly true of trials of central nervous system (CNS) therapies such as intervention for chronic stroke. The PISCES III trial was an invasive trial of stereotactically guided intracerebral injection of CTX0E03, a fetal derived neural stem cell line, in patients with chronic disability due to ischemic stroke. We report on the experience using a novel hybrid recruitment approach of a patient-facing portal to self-identify and perform an initial screen for general trial eligibility (tier …

Hmzdupfinder: A Robust Computational Approach For Detecting Intragenic Homozygous Duplications From Exome Sequencing Data, Haowei Du, Zain Dardas, Angad Jolly, Christopher M Grochowski, Shalini N Jhangiani, He Li, Donna Muzny, Jawid M Fatih, Gozde Yesil, Nursel H Elçioglu, Alper Gezdirici, Dana Marafi, Davut Pehlivan, Daniel G Calame, Claudia M B Carvalho, Jennifer E Posey, Tomasz Gambin, Zeynep Coban-Akdemir, James R Lupski

Faculty, Staff and Students Publications

Homozygous duplications contribute to genetic disease by altering gene dosage or disrupting gene regulation and can be more deleterious to organismal biology than heterozygous duplications. Intragenic exonic duplications can result in loss-of-function (LoF) or gain-of-function (GoF) alleles that when homozygosed, i.e. brought to homozygous state at a locus by identity by descent or state, could potentially result in autosomal recessive (AR) rare disease traits. However, the detection and functional interpretation of homozygous duplications from exome sequencing data remains a challenge. We developed a framework algorithm, HMZDupFinder, that is designed to detect exonic homozygous duplications from exome sequencing (ES) data. The …

Protein-Folding Chaperones Predict Structure-Function Relationships And Cancer Risk In Brca1 Mutation Carriers, Brant Gracia, Patricia Montes, Angelica Maria Gutierrez, Banu Arun, Georgios Ioannis Karras

Faculty, Staff and Student Publications

Predicting the risk of cancer mutations is critical for early detection and prevention, but differences in allelic severity of human carriers confound risk predictions. Here, we elucidate protein folding as a cellular mechanism driving differences in mutation severity of tumor suppressor BRCA1. Using a high-throughput protein-protein interaction assay, we show that protein-folding chaperone binding patterns predict the pathogenicity of variants in the BRCA1 C-terminal (BRCT) domain. HSP70 selectively binds 94% of pathogenic BRCA1-BRCT variants, most of which engage HSP70 more than HSP90. Remarkably, the magnitude of HSP70 binding linearly correlates with loss of folding and function. We identify a prevalent …

Gamma Delta T Cells In Acute Myeloid Leukemia: Biology And Emerging Therapeutic Strategies, Adishwar Rao, Akriti Agrawal, Gautam Borthakur, Venkata Lokesh Battula, Abhishek Maiti

Faculty, Staff and Student Publications

γδ T cells play an important role in disease control in acute myeloid leukemia (AML) and have become an emerging area of therapeutic interest. These cells represent a minor population of T lymphocytes with intrinsic abilities to recognize antigens in a major histocompatibility complex-independent manner and functionally straddle the innate and adaptive immunity interface. AML shows high expression of phosphoantigens and UL-16 binding proteins that activate the Vδ2 and Vδ1 subtypes of γδ T cells, respectively, leading to γδ T cell-mediated cytotoxicity. Insights from murine models and clinical data in humans show improved overall survival, leukemia-free survival, reduced risk of …

Prognostic Risk Signature In Patients With Acute Myeloid Leukemia Treated With Hypomethylating Agents And Venetoclax, Alex Bataller, Alexandre Bazinet, Courtney D Dinardo, Abhishek Maiti, Gautam Borthakur, Naval G Daver, Nicholas J Short, Elias J Jabbour, Ghayas C Issa, Naveen Pemmaraju, Musa Yilmaz, Guillermo Montalban-Bravo, Koichi Takahashi, Sanam Loghavi, Guillermo Garcia-Manero, Farhad Ravandi, Hagop M Kantarjian, Tapan M Kadia

Faculty, Staff and Student Publications

Hypomethylating agents (HMAs) and venetoclax (Ven) represent the standard of care for patients with acute myeloid leukemia (AML) who are ineligible for intensive chemotherapy. However, the European LeukemiaNet (ELN) risk classifications have been validated for patients treated with intensive therapy. In this study, we validate a recently proposed new molecular prognostic risk signature (mPRS) for patients with AML treated with HMAs and Ven. This classification allocated patients to favorable, intermediate (N/KRAS or FLT3-internal tandem duplication mutations), and lower (TP53 mutations) benefit groups. We retrospectively analyzed 159 patients treated with HMA and Ven. The mPRS classification allocated 74 (47%), 31 (19%), …

Rbpms Regulates Cardiomyocyte Contraction And Cardiac Function Through Rna Alternative Splicing, Peiheng Gan, Zhaoning Wang, Svetlana Bezprozvannaya, John R Mcanally, Wei Tan, Hui Li, Rhonda Bassel-Duby, Ning Liu, Eric N Olson

Faculty, Staff and Student Publications

Aims: RNA binding proteins play essential roles in mediating RNA splicing and are key post-transcriptional regulators in the heart. Our recent study demonstrated that RBPMS (RNA binding protein with multiple splicing) is crucial for cardiac development through modulating mRNA splicing, but little is known about its functions in the adult heart. In this study, we aim to characterize the post-natal cardiac function of Rbpms and its mechanism of action.

Methods and results: We generated a cardiac-specific knockout mouse line and found that cardiac-specific loss of Rbpms caused severe cardiomyocyte contractile defects, leading to dilated cardiomyopathy and early lethality in adult …

Mortality After Major Cardiovascular Events In Survivors Of Childhood Cancer, Wendy Bottinor, Cindy Im, David R Doody, Saro H Armenian, Alexander Arynchyn, Borah Hong, Rebecca M Howell, David R Jacobs, Kirsten K Ness, Kevin C Oeffinger, Alexander P Reiner, Gregory T Armstrong, Yutaka Yasui, Eric J Chow

Faculty, Staff and Student Publications

Background: Adult survivors of childhood cancer are at risk for cardiovascular events.

Objectives: In this study, we sought to determine the risk for mortality after a major cardiovascular event among childhood cancer survivors compared with noncancer populations.

Methods: All-cause and cardiovascular cause-specific mortality risks after heart failure (HF), coronary artery disease (CAD), or stroke were compared among survivors and siblings in the Childhood Cancer Survivor Study (CCSS) and participants in the Coronary Artery Risk Development in Young Adults (CARDIA) study. Cox proportional hazard regression models were used to estimate HRs and 95% CIs between groups, adjusted for demographic and clinical …

Differential Upregulation Of Th1/Th17-Associated Proteins And Pd-L1 In Granulomatous Mycosis Fungoides, Mario L Marques-Piubelli, Jesus Navarrete, Debora A Ledesma, Courtney W Hudgens, Rossana N Lazcano, Ali Alani, Auris Huen, Madeleine Duvic, Priyadharsini Nagarajan, Phyu P Aung, Ignacio I Wistuba, Jonathan L Curry, Roberto N Miranda, Carlos A Torres-Cabala

Faculty, Staff and Student Publications

Granulomatous Mycosis Fungoides (GMF) is a rare form of mycosis fungoides (MF) characterized by a granulomatous infiltrate associated with the neoplastic lymphoid population and is considered to have a worse prognosis compared with regular MF. The upregulation of the T helper (Th) axis, especially Th17, plays an important role in the pathogenesis of several inflammatory/infectious granulomatous cutaneous diseases, but its role in GMF is still not elucidated to date. In this study, we evaluated the immunohistochemical expression of Th1 (Tbet), Th2 (GATA-3), Th17 (RORγT), T regulatory (Foxp3), and immune checkpoint (IC) (PD-1 and PD-L1) markers in a cohort of patients …

Bridging Therapy With Axicabtagene Ciloleucel For Large B-Cell Lymphoma: Results From The Us Lymphoma Car-T Consortium, Michael D Jain, Miriam T Jacobs, Feng Gao, Loretta J Nastoupil, Jay Y Spiegel, Yi Lin, Saurabh Dahiya, Matthew Lunning, Lazaros Lekakis, Patrick Reagan, Olalekan Oluwole, Joseph Mcguirk, Abhinav Deol, Alison R Sehgal, Andre Goy, Brian T Hill, Charalambos Andreadis, Javier Munoz, Julio C Chavez, N Nora Bennani, Aaron P Rapoport, Julie M Vose, David Miklos, Sattva S Neelapu, Frederick L Locke, Armin Ghobadi

Faculty, Staff and Student Publications

During the manufacturing period of autologous chimeric antigen receptor (CAR) T-cell therapy, patients may experience a decline in their condition due to cancer progression. In this study, we investigated the impact of bridging therapy (BT) on the outcome of patients with relapsed/refractory large B-cell lymphoma who received antilymphoma treatment between leukapheresis and axicabtagene ciloleucel (axi-cel) infusion. We conducted our analysis using data from the multicenter US Lymphoma CAR-T Consortium, with a median follow-up of 33 months (range, 4.3-42.1). Out of the 298 patients who underwent leukapheresis, 275 patients received axi-cel. A total 52% of patients (n = 143) who received …

A Phase 1/2 Study Of Mini-Hyper-Cvd Plus Venetoclax In Patients With Relapsed/Refractory Acute Lymphoblastic Leukemia, Nicholas J Short, Elias Jabbour, Nitin Jain, Jayastu Senapati, Lewis Nasr, Fadi G Haddad, Zhenhua Li, Yu-Chih Hsiao, Jun J Yang, Naveen Pemmaraju, Maro Ohanian, William G Wierda, Guillermo Montalban-Bravo, Gautam Borthakur, Lina Han, Lianchun Xiao, Xuelin Huang, Regina Abramova, Min Zhao, Rebecca Garris, Marina Konopleva, Farhad Ravandi, Hagop Kantarjian

Faculty, Staff and Student Publications

Preclinical studies suggest that Bcl-2 inhibition with venetoclax has antileukemic activity in acute lymphoblastic leukemia (ALL) and may synergize with conventional chemotherapy. We designed a phase 1/2 clinical trial to evaluate the safety and efficacy of low-intensity chemotherapy in combination with venetoclax in adults with relapsed or refractory ALL. Patients received the mini-hyper-CVD regimen (dose-attenuated hyperfractionated cyclophosphamide, vincristine, and dexamethasone alternating with methotrexate and cytarabine) in combination with venetoclax (200 mg or 400 mg daily) on days 1 to 14 in cycle 1 and on days 1 to 7 in consolidation cycles. Twenty-two patients were treated. The median number of …

Loss Of The Endoplasmic Reticulum Protein Tmem208 Affects Cell Polarity, Development, And Viability, Debdeep Dutta, Oguz Kanca, Rishi V Shridharan, Paul C Marcogliese, Benjamin Steger, Marie Morimoto, F Graeme Frost, Ellen Macnamara, Michael F Wangler, Shinya Yamamoto, Andreas Jenny, David Adams, May C Malicdan, Hugo J Bellen

Faculty, Staff and Students Publications

Nascent proteins destined for the cell membrane and the secretory pathway are targeted to the endoplasmic reticulum (ER) either posttranslationally or cotranslationally. The signal-independent pathway, containing the protein TMEM208, is one of three pathways that facilitates the translocation of nascent proteins into the ER. The in vivo function of this protein is ill characterized in multicellular organisms. Here, we generated a CRISPR-induced null allele of the fruit fly ortholog

Fully Automated Deep Learning Based Auto-Contouring Of Liver Segments And Spleen On Contrast-Enhanced Ct Images, Aashish C Gupta, Guillaume Cazoulat, Mais Al Taie, Sireesha Yedururi, Bastien Rigaud, Austin Castelo, John Wood, Cenji Yu, Caleb O'Connor, Usama Salem, Jessica Albuquerque Marques Silva, Aaron Kyle Jones, Molly Mcculloch, Bruno C Odisio, Eugene J Koay, Kristy K Brock

Faculty, Staff and Student Publications

Manual delineation of liver segments on computed tomography (CT) images for primary/secondary liver cancer (LC) patients is time-intensive and prone to inter/intra-observer variability. Therefore, we developed a deep-learning-based model to auto-contour liver segments and spleen on contrast-enhanced CT (CECT) images. We trained two models using 3d patch-based attention U-Net ([Formula: see text] and 3d full resolution of nnU-Net ([Formula: see text] to determine the best architecture ([Formula: see text]. BA was used with vessels ([Formula: see text] and spleen ([Formula: see text] to assess the impact on segment contouring. Models were trained, validated, and tested on 160 ([Formula: see text]), …

Cagi, The Critical Assessment Of Genome Interpretation, Establishes Progress And Prospects For Computational Genetic Variant Interpretation Methods, Critical Assessment Of Genome Interpretation Consortium

Faculty, Staff and Student Publications

BACKGROUND: The Critical Assessment of Genome Interpretation (CAGI) aims to advance the state-of-the-art for computational prediction of genetic variant impact, particularly where relevant to disease. The five complete editions of the CAGI community experiment comprised 50 challenges, in which participants made blind predictions of phenotypes from genetic data, and these were evaluated by independent assessors.

RESULTS: Performance was particularly strong for clinical pathogenic variants, including some difficult-to-diagnose cases, and extends to interpretation of cancer-related variants. Missense variant interpretation methods were able to estimate biochemical effects with increasing accuracy. Assessment of methods for regulatory variants and complex trait disease risk was …

Estrogen Receptor Mutations As Novel Targets For Immunotherapy In Metastatic Estrogen Receptor-Positive Breast Cancer, Jonathan Goldberg, Na Qiao, Jennifer L Guerriero, Brett Gross, Yagiz Meneksedag, Yoshimi F Lu, Anne V Philips, Tasnim Rahman, Funda Meric-Bernstam, Jason Roszik, Ken Chen, Rinath Jeselsohn, Sara M Tolaney, George E Peoples, Gheath Alatrash, Elizabeth A Mittendorf

Faculty, Staff and Student Publications

UNLABELLED: Estrogen receptor-positive (ER+) breast cancer is not considered immunogenic and, to date, has been proven resistant to immunotherapy. Endocrine therapy remains the cornerstone of treatment for ER+ breast cancers. However, constitutively activating mutations in the estrogen receptor alpha (ESR1) gene can emerge during treatment, rendering tumors resistant to endocrine therapy. Although these mutations represent a pathway of resistance, they also represent a potential source of neoepitopes that can be targeted by immunotherapy. In this study, we investigated ESR1 mutations as novel targets for breast cancer immunotherapy. Using machine learning algorithms, we identified ESR1-derived peptides predicted to form stable complexes …

Somatostatin Receptor Subtype-2 Targeting System For Specific Delivery Of Temozolomide, Solmaz Aghaamiri, Sukhen C Ghosh, Servando Hernandez Vargas, Daniel M Halperin, Ali Azhdarinia

Faculty, Staff and Student Publications

Temozolomide (TMZ) is a DNA alkylating agent that produces objective responses in patients with neuroendocrine tumors (NETs) when the DNA repair enzyme O6-methylguanine-DNA methyltransferase (MGMT) is inactivated. At high doses, TMZ therapy exhausts MGMT activity but also produces dose-limiting toxicities. To reduce off-target effects, we converted the clinically approved radiotracer 68Ga-DOTA-TOC into a peptide-drug conjugate (PDC) for targeted delivery of TMZ to somatostatin receptor subtype-2 (SSTR2)-positive tumor cells. We used an integrated radiolabeling strategy for direct quantitative assessment of receptor binding, pharmacokinetics, and tissue biodistribution. In vitro studies revealed selective binding to SSTR2-positive cells with high affinity (5.98 ± 0.96 …

Comparative Genomics Incorporating Translocation Renal Cell Carcinoma Mouse Model Reveals Molecular Mechanisms Of Tumorigenesis, Gopinath Prakasam, Akhilesh Mishra, Alana Christie, Jeffrey Miyata, Deyssy Carrillo, Vanina T Tcheuyap, Hui Ye, Quyen N Do, Yunguan Wang, Oscar Reig Torras, Ramesh Butti, Hua Zhong, Jeffrey Gagan, Kevin B Jones, Thomas J Carroll, Zora Modrusan, Steffen Durinck, Mai-Carmen Requena-Komuro, Noelle S Williams, Ivan Pedrosa, Tao Wang, Dinesh Rakheja, Payal Kapur, James Brugarolas

Faculty, Staff and Student Publications

Translocation renal cell carcinoma (tRCC) most commonly involves an ASPSCR1-TFE3 fusion, but molecular mechanisms remain elusive and animal models are lacking. Here, we show that human ASPSCR1-TFE3 driven by Pax8-Cre (a credentialed clear cell RCC driver) disrupted nephrogenesis and glomerular development, causing neonatal death, while the clear cell RCC failed driver, Sglt2-Cre, induced aggressive tRCC (as well as alveolar soft part sarcoma) with complete penetrance and short latency. However, in both contexts, ASPSCR1-TFE3 led to characteristic morphological cellular changes, loss of epithelial markers, and an epithelial-mesenchymal transition. Electron microscopy of tRCC tumors showed lysosome expansion, and functional studies revealed simultaneous …

Orbital And Periocular Complications In Patients With Sinonasal Tumours With Orbital Invasion, Jiawei Zhao, Xinyang Jiang, Ehab Hanna, Shirley Y Su, Amy Moreno, Brandon Gunn, Steven Jay Frank, Renata Ferrarotto, Jing Ning, Bita Esmaeli

Faculty, Staff and Student Publications

Aims: The purpose of this study was to determine the frequency and associated risk factors of orbital/periocular complications in patients with sinonasal tumour with orbital invasion managed with eye-sparing treatments.

Methods: A retrospective case series of patients with primary sinonasal tumour with orbital invasion from January 2008 to December 2018. Patient factors were compared between the following groups: (1)patients with orbital/periocular complications versus those who did not and (2) patients who needed secondary oculoplastic surgical procedures versus those who did not.

Results: Out of 80 patients, 48 had eye-sparing surgery, 8 had orbital exenteration and 24 were managed non-surgically. The …

Impact Of Immunopathy And Coagulopathy On Multi-Organ Failure And Mortality In A Lethal Porcine Model Of Controlled And Uncontrolled Hemorrhage, Milomir O Simovic, James Bynum, Bin Liu, Jurandir J Dalle Lucca, Yansong Li

Faculty, Staff and Student Publications

Uncontrolled hemorrhage is a major preventable cause of death in patients with trauma. However, the majority of large animal models of hemorrhage have utilized controlled hemorrhage rather than uncontrolled hemorrhage to investigate the impact of immunopathy and coagulopathy on multi-organ failure (MOF) and mortality. This study evaluates these alterations in a severe porcine controlled and uncontrolled hemorrhagic shock (HS) model. Anesthetized female swine underwent controlled hemorrhage and uncontrolled hemorrhage by partial splenic resection followed with or without lactated Ringer solution (LR) or Voluven® resuscitation. Swine were surveyed 6 h after completion of splenic hemorrhage or until death. Blood chemistry, physiologic …

The Pathogenicity Of Vancomycin-Resistant Enterococcus Faecalis To Colon Cancer Cells, Li Zhang, Mingxia Deng, Jing Liu, Jiajie Zhang, Fangyu Wang, Wei Yu

Faculty, Staff and Student Publications

BACKGROUND: The aim of this study was to investigate the pathogenicity of vancomycin-resistant Enterococcus faecalis (VREs) to human colon cells in vitro.

METHODS: Three E. faecalis isolates (2 VREs and E. faecalis ATCC 29212) were cocultured with NCM460, HT-29 and HCT116 cells. Changes in cell morphology and bacterial adhesion were assessed at different time points. Interleukin-8 (IL-8) and vascular endothelial growth factor A (VEGFA) expression were measured via RT-qPCR and enzyme-linked immunosorbent assay (ELISA), respectively. Cell migration and human umbilical vein endothelial cells (HUVECs) tube formation assays were used for angiogenesis studies. The activity of PI3K/AKT/mTOR signaling pathway was measured …

An Extended Bayesian Semi-Mechanistic Dose-Finding Design For Phase I Oncology Trials Using Pharmacokinetic And Pharmacodynamic Information, Chao Yang, Yisheng Li

Faculty, Staff and Student Publications

We propose a model-based, semi-mechanistic dose-finding (SDF) design for phase I oncology trials that incorporates pharmacokinetic/pharmacodynamic (PK/PD) information when modeling the dose-toxicity relationship. This design is motivated by a phase Ib/II clinical trial of anti-CD20/CD3 T cell therapy in non-Hodgkin lymphoma patients; it extends a recently proposed SDF model framework by incorporating measurements of a PD biomarker relevant to the primary dose-limiting toxicity (DLT). We propose joint Bayesian modeling of the PK, PD, and DLT outcomes. Our extensive simulation studies show that on average the proposed design outperforms some common phase I trial designs, including modified toxicity probability interval (mTPI) …

Circulating Microrna Biomarkers Of Thiazide Response In Hypertension, Lakshmi Manasa S Chekka, Marwa Tantawy, Taimour Langaee, Danxin Wang, Rolf Renne, Arlene B Chapman, John G Gums, Eric Boerwinkle, Rhonda M Cooper-Dehoff, Julie A Johnson

Faculty, Staff and Student Publications

Background: Thiazide diuretics are the second most frequently prescribed class of antihypertensives, but up to 50% of patients with hypertension have minimal antihypertensive response to thiazides. We explored circulating microRNAs (miRNAs) in search of predictive biomarkers of thiazide response.

Methods and results: We profiled 754 miRNAs in baseline plasma samples of 36 hypertensive European American adults treated with hydrochlorothiazide, categorized into responders (n=18) and nonresponders (n=18) on the basis of diastolic blood pressure response to hydrochlorothiazide. miRNAs with ≥2.5-fold differential expression between responders and nonresponders were considered for validation in 3 cohorts (n=50 each): hydrochlorothiazide-treated European Americans, chlorthalidone-treated European Americans, …