Biomedical Informatics Commons^™

Clinical Use Of Gafchromic Ebt4 Film For In Vivo Dosimetry For Total Body Irradiation, Emily Draeger, Fada Guan, Min-Young Lee, Dae Yup Han, William Donahue, Zhe Jay Chen

Faculty, Staff and Student Publications

Purpose: In vivo dosimetry is a common requirement to validate dose accuracy/uniformity in total body irradiation (TBI). Several detectors can be used for in vivo dosimetry, including thermoluminescent dosimeters (TLDs), diodes, ion chambers, optically stimulated luminescent dosimeters (OSLDs), and film. TLDs are well established for use in vivo but required expertise and clinical system availability may make them impractical for multifractionated TBI. OSLDs offer quick readout, but recalls have restricted their use. The purpose of this work was to validate the newly available Gafchromic EBT4 film for TBI in vivo dosimetry.

Methods: Film calibration curves were created under standard conditions …

A Sample Size Analysis Of A Mathematical Model Of Longitudinal Tumor Volume And Progression-Free Survival For Bayesian Individual Dynamic Predictions In Recurrent High-Grade Glioma, Daniel J Glazar, Solmaz Sahebjam, Hsiang-Husan M Yu, Dung-Tsa Chen, Menal Bhandari, Heiko Enderling

Faculty, Staff and Student Publications

Patients with recurrent high-grade glioma (rHGG) have a poor prognosis with median progression-free survival (PFS) ofheterogenous, suggesting a clinical need for prognostic models. Bayesian data analysis can exploit individual patient follow-up imaging studies to adaptively predict the risk of progression. We propose a novel sample size analysis for Bayesian individual dynamic predictions and demonstrate proof of principle. We coupled a nonlinear mixed effects tumor growth inhibition model with a survival model. Longitudinal tumor volumes and time-to-progression were simulated for 2000 in silico rHGG patients. Bayesian individual dynamic predictions of PFS curves were evaluated using area under the receiver operating characteristic …

Robust Automated Method Of Spatial Resolution Measurement In Radiotherapy Ct Simulation Images, Pavel Govyadinov, Rick R Layman, Tucker Netherton, Raymond Mumme, Aaron K Jones, Laurence E Court, Moiz Ahmad

Faculty, Staff and Student Publications

Background: Variation in imaging protocol, patient positioning, and the presence of artifacts can vary image quality in CT images used for radiotherapy planning. Automated methods for spatial resolution (SR) estimation exist but require further investigation and validation for wider adoption.

Purpose: To validated previously existing algorithm for SR estimation and introduce improvements that make it robust to patient positioning, CT protocol, site, and artifacts.

Method: A reference algorithm based on the previous gold standard was recreated and modified to improve robustness. The algorithms were tested on three different datasets: (1) a cylindrical ACR CT QC phantom scanned using a Siemens …

High-Dose Methotrexate Usage Without Drug-Level Monitoring In Advanced Pediatric Mature B-Cell Non-Hodgkin Lymphoma In A Resource-Limited Setting In Malawi, Rizine R Mzikamanda, Loviisa Mulanje, Casey L Mcatee, Apatsa Matatiyo, Zoe Mwale, Grace Chirwa, Watipaso Wanda, Atupele Miranda Mpasa, Stella Wachepa, Minke H W Huibers, Steve Martin, Tamiwe Tomoka, Maurice Mulenga, Yuri Fedoriw, Gugulethu Mapurisa, Julie M Gastier Foster, Nader El-Mallawany, Katherine D Westmoreland, Peter Wasswa, Carl E Allen, Nmazuo Ozuah

Faculty, Staff and Students Publications

Purpose: Excellent survival for advanced (stages II with high lactate dehydrogenase, III, and IV) pediatric mature B-cell non-Hodgkin lymphoma (MB-NHL) has been achieved with intensive regimens, but adoption in sub-Saharan Africa is limited by inadequate supportive care. We provide real-world data on treating advanced MB-NHL with high-dose methotrexate (HD-MTX; ≥1,000 mg/m2/cycle) where real-time serum MTX monitoring is unavailable.

Methods: We identified two cohorts-a retrospective (January 2017-December 2020) cohort treated with 1,000 or 3,000 mg/m2/cycle of HD-MTX and a prospective (July 2022-July 2023) cohort-with a modified LMB96 protocol containing 3,000 mg/m2/cycle of HD-MTX. All doses of HD-MTX were given over 3 …

Impact Of Measurable Residual Disease Clearance Kinetics In Patients With Aml Undergoing Intensive Chemotherapy, Wei-Ying Jen, Koji Sasaki, Farhad Ravandi, Tapan M Kadia, Sa A Wang, Wei Wang, Sanam Loghavi, Naval G Daver, Courtney D Dinardo, Ghayas C Issa, Hussein A Abbas, Cedric Nasnas, Alex Bataller, Samuel Urrutia, Omer S Karrar, Sherry Pierce, Hagop M Kantarjian, Nicholas J Short

Faculty, Staff and Student Publications

The prognostic impact of measurable residual disease (MRD) in acute myeloid leukemia (AML) is unequivocal; however, the optimal time point for achieving undetectable MRD is unclear. We retrospectively studied patients with newly diagnosed (ND) AML who achieved remission with frontline intensive chemotherapy and had MRD assessed by flow cytometry after induction (time point 1 [TP1]) and after cycles 2 or 3 (TP2). Cases were grouped into MRD negative (Neg)/Neg, positive (Pos)/Neg, or Pos/Pos at TP1 and TP2, respectively. Of 1980 patients with ND AML, 277 met the inclusion criteria and were included in this analysis. The median relapse-free survival (RFS) …

The Spatial Landscape Of Cancer Hallmarks Reveals Patterns Of Tumor Ecological Dynamics And Drug Sensitivity, Mustafa Sibai, Sergi Cervilla, Daniela Grases, Eva Musulen, Rossana Lazcano, Chia-Kuei Mo, Veronica Davalos, Arola Fortian, Adrià Bernat, Margarita Romeo, Collin Tokheim, Jordi Barretina, Alexander J Lazar, Li Ding, Dutreneo Study Investigators, Enrique Grande, Francisco X Real, Manel Esteller, Matthew H Bailey, Eduard Porta-Pardo

Faculty, Staff and Student Publications

Tumors are complex ecosystems of interacting cell types. The concept of cancer hallmarks distills this complexity into underlying principles that govern tumor growth. Here, we explore the spatial distribution of cancer hallmarks across 63 primary untreated tumors from 10 cancer types using spatial transcriptomics. We show that hallmark activity is spatially organized, with the cancer compartment contributing to the activity of seven out of 13 hallmarks, while the tumor microenvironment (TME) contributes to the activity of the rest. Additionally, we discover that genomic distance between tumor subclones correlates with differences in hallmark activity, even leading to clone-hallmark specialization. Finally, we …

Immunological Biomarkers Of Response And Resistance To Treatment With Cabozantinib And Nivolumab In Recurrent Endometrial Cancer, Vladimir Roudko, Diane Marie Del Valle, Emir Radkevich, Geoffrey Kelly, Xie Hui, Manishkumar Patel, Edgar Gonzalez-Kozlova, Kevin Tuballes, Howard Streicher, Swati Atale, Lisa Wang, Benito Czinczin, Seunghee Kim-Schulze, Ignacio I Wistuba, Cara L Haymaker, Gheath Al-Atrash, Ganiraju Manyam, Jianjun Zhang, Ryan Thompson, Mayte Suarez-Farinas, Stephanie Lheureux, Sacha Gnjatic

Faculty, Staff and Student Publications

Background: Antiangiogenics combined with immune checkpoint blockade have become standard of care for recurrent endometrial cancer after standard platinum-based chemotherapy. To dissect mechanisms and define biomarkers associated with clinical outcomes to these combinations, we applied multidimensional immune monitoring to peripheral blood specimens collected from a randomized phase 2 trial of nivolumab with or without cabozantinib in 75 evaluable patients with recurrent endometrial cancer (NCI ETCTN 10104, NCT03367741). This trial demonstrated superiority of the combination to nivolumab alone.

Methods and results: Using Olink proteomics, mass cytometry, tumor antigen-specific ELISA, and whole exome tumor sequencing, we identified longitudinal immune signatures specific …

Ultra-Low Extracorporeal Volume Microfluidic Leukapheresis Is Safe And Effective In A Rat Model, Mubasher Iqbal, Alexandra L Mclennan, Anton Mukhamedshin, Mai T P Dinh, Qisheng Liu, Jacob J Junco, Arvind Mohan, Poyyapakkam R Srivaths, Karen R Rabin, Thomas P Fogarty, Sean C Gifford, Sergey S Shevkoplyas, Fong W Lam

Faculty, Staff and Students Publications

Leukapheresis is a potentially life-saving therapy for children with symptomatic hyperleukocytosis. However, the standard centrifugation-based approach exposes pediatric patients to significant complications due to its large extracorporeal volume, high flow rates, and considerable platelet loss. Here, we tested whether performing cell separation with a high-throughput microfluidic technology could alleviate these limitations. In vitro, our microfluidic devices removed ~85% of large leukocytes and ~90% of spiked leukemic blasts from undiluted human whole blood, while minimizing platelet losses. Multiplexed devices connected in parallel allowed for faster, clinically relevant flow rates in vitro with no difference in leukocyte collection efficiency. When connected to …

The Heterogeneity Of 13q Deletions In Chronic Lymphocytic Leukemia: Diagnostic Challenges And Clinical Implications, Changqing Xia, Guang Liu, Jinglan Liu, Arash Ronaghy, Saber Tadros, Wei Wang, Hong Fang, Shanxiang Zhang, Joseph D Khoury, Zhenya Tang

Faculty, Staff and Student Publications

Chronic lymphocytic leukemia (CLL) is the most common type of adult leukemia, particularly in Western countries. CLL can present indolently or aggressively, influenced by various factors, including chromosomal alterations. Fluorescent in situ hybridization (FISH), targeting specific genes/loci frequently affected in CLL patients, has established a standard for stratifying five CLL prognostic groups: del(11q)/ATM, trisomy 12, del(13q) as a sole aberration, del(17p)/TP53, and normal CLL FISH panel results. Among these, del(13q) as a sole aberration is associated with a favorable prognosis, while the others are considered intermediate (normal CLL FISH panel result and trisomy 12) or unfavorable …

Aberrant Choroid Plexus Formation Drives The Development Of Treatment-Related Brain Toxicity, Tamara Bender, Esther Schickel, Celine Schielke, Jürgen Debus, David R Grosshans, Marco Durante, Insa S Schroeder

Faculty, Staff and Student Publications

Brain tumors are commonly treated with radiotherapy, but the efficacy of the treatment is limited by its toxicity to the normal tissue including post-irradiation contrast enhanced lesions often linked to necrosis. The poorly understood mechanisms behind such brain lesions were studied using cerebral organoids. Here we show that irradiation of such organoids leads to dose-dependent growth retardation and formation of liquid-filled cavities but is not correlated with necrosis. Instead, the radiation-induced changes comprise of an enhancement of cortical hem markers, altered neuroepithelial stem cell differentiation, and an increase of ZO1+/AQP1+/CLDN3+-choroid plexus (CP)-like structures accompanied by an upregulation of IGF2 mRNA, …

Immune Checkpoint Inhibitors Plus Debulking Surgery For Patients With Metastatic Renal Cell Carcinoma: Clinical Outcomes And Immunological Correlates Of A Prospective Pilot Trial, Sangeeta Goswami, Jianjun Gao, Sreyashi Basu, Daniel D Shapiro, Jose A Karam, Rebecca Slack Tidwell, Kamran Ahrar, Matthew T Campbell, Yu Shen, Alexandro E Trevino, Aaron T Mayer, Alexsandra B Espejo, Christian Seua, Marc D Macaluso, Yulong Chen, Wenbin Liu, Zhong He, Shalini S Yadav, Ying Wang, Priya Rao, Li Zhao, Jianhua Zhang, Sonali Jindal, Nizar M Tannir, Andrew Futreal, Linghua Wang, Padmanee Sharma

Faculty, Staff and Student Publications

Surgical removal of primary tumors reverses tumor-mediated immune suppression in pre-clinical models with metastatic disease. However, how cytoreductive surgery in the metastatic setting modulates the immune responses in patients, especially in the context of immune checkpoint therapy (ICT), is not understood. We report the first prospective, pilot, non-comparative clinical trial (NCT02210117) to evaluate the feasibility, clinical benefits, and immunologic changes of combining three different ICT-containing strategies with cytoreductive surgery or biopsy for patients with metastatic clear cell renal cell carcinoma. Primary safety endpoint of this trial has been met, with 43 patients completing cytoreductive surgery, 36 patients undergoing …

Antibiotic-Induced Loss Of Gut Microbiome Metabolic Output Correlates With Clinical Responses To Car T-Cell Therapy, Rishika Prasad, Abdur Rehman, Lubna Rehman, Faezeh Darbaniyan, Viktoria Blumenberg, Maria-Luisa Schubert, Uria Mor, Eli Zamir, Sabine Schmidt, Tomo Hayase, Chia-Chi Chang, Lauren Mcdaniel, Ivonne Flores, Paolo Strati, Ranjit Nair, Dai Chihara, Luis E Fayad, Sairah Ahmed, Swaminathan P Iyer, Michael Wang, Preetesh Jain, Loretta J Nastoupil, Jason Westin, Reetakshi Arora, Joel Turner, Fareed Khawaja, Ranran Wu, Jennifer B Dennison, Meghan Menges, Melanie Hidalgo-Vargas, Kayla Reid, Marco L Davila, Peter Dreger, Felix Korell, Anita Schmitt, Mark R Tanner, Richard E Champlin, Christopher R Flowers, Elizabeth J Shpall, Samir Hanash, Sattva S Neelapu, Michael Schmitt, Marion Subklewe, Johannes Francois-Fahrmann, C K Stein-Thoeringer, Eran Elinav, Michael D Jain, Eiko Hayase, Robert R Jenq, Neeraj Y Saini

Faculty, Staff and Student Publications

Antibiotic (ABX)–induced microbiome dysbiosis is widespread in oncology, adversely affecting outcomes and side effects of various cancer treatments, including immune checkpoint inhibitors and chimeric antigen receptor T-cell (CAR-T) therapies. In this study, we observed that prior exposure to broad-spectrum ABXs with extended anaerobic coverage such as piperacillin-tazobactam and meropenem was associated with worse anti-CD19 CAR-T therapy survival outcomes in patients with large B-cell lymphoma (N = 422) than other ABX classes. In a discovery subset of these patients (n = 67), we found that the use of these ABXs was in turn associated with substantial dysbiosis of gut microbiome function, …

Aif3 Splicing Variant Elicits Mitochondrial Malfunction Via The Concurrent Dysregulation Of Electron Transport Chain And Glutathione-Redox Homeostasis, Mi Zhou, Shuiqiao Liu, Yanan Wang, Bo Zhang, Ming Zhu, Jennifer E Wang, Veena Rajaram, Yisheng Fang, Weibo Luo, Yingfei Wang

Faculty, Staff and Student Publications

Genetic mutations in apoptosis-inducing factor (AIF) have a strong association with mitochondrial disorders; however, little is known about the aberrant splicing variants in affected patients and how these variants contribute to mitochondrial dysfunction and brain development defects. We identified pathologic AIF3/AIF3-like splicing variants in postmortem brain tissues of pediatric individuals with mitochondrial disorders. Mutations in AIFM1 exon-2/3 increase splicing risks. AIF3-splicing disrupts mitochondrial complexes, membrane potential, and respiration, causing brain development defects. Mechanistically, AIF is a mammalian NAD(P)H dehydrogenase and possesses glutathione reductase activity controlling respiratory chain functions and glutathione regeneration. Conversely, AIF3, lacking these activities, disassembles mitochondrial complexes, increases …

Oral Inflammation And Microbiome Dysbiosis Exacerbate Chronic Graft-Versus-Host Disease, Yui Kambara, Hideaki Fujiwara, Akira Yamamoto, Kazuyoshi Gotoh, Shuma Tsuji, Mari Kunihiro, Tadashi Oyama, Toshiki Terao, Ayame Sato, Takehiro Tanaka, Daniel Peltier, Keisuke Seike, Hisakazu Nishimori, Noboru Asada, Daisuke Ennishi, Keiko Fujii, Nobuharu Fujii, Ken-Ichi Matsuoka, Yoshihiko Soga, Pavan Reddy, Yoshinobu Maeda

Faculty, Staff and Students Publications

The oral microbiota, second in abundance to the gut, is implicated in chronic systemic diseases, but its specific role in graft-versus-host disease (GVHD) pathogenesis has been unclear. Our study finds that mucositis-induced oral dysbiosis in patients after hematopoietic cell transplantation (HCT) associated with increased chronic GVHD (cGVHD), even in patients receiving posttransplant cyclophosphamide. In murine HCT models, oral dysbiosis caused by bilateral molar ligatures exacerbated cGVHD and increased bacterial load in the oral cavity and gut, with Enterococcaceae significantly increasing in both organs. In this model, the migration of Enterococcaceae to cervical lymph nodes both before and after transplantation activated …

Early Application Value Of Flexible Laryngoscope Swallowing Function Assessment In Patients After Partial Laryngectomy, Lina Jia, Chenxu Yan, Run Liu, Pengfei He, Ailing Liu, Fei Yang, Hui Huangfu, Sen Zhang

Faculty, Staff and Student Publications

To investigate the influence of early dysphagia on quality of life in patients with partial laryngectomy, and to investigate the application value of Flexible Endoscopic Evaluation of Swallowing (FEES). This study included 30 inpatients who underwent partial laryngectomy due to laryngeal cancer. In the early postoperative period, a comprehensive assessment was conducted on each patient, encompassing Videofluoroscopic Swallowing Study (VFSS), Flexible Endoscopic Evaluation of Swallowing (FEES), and MD Anderson Dysphagia Inventory (MDADI). Each patient underwent two evaluations at different time points following the surgical procedure, all conducted on the same day. The patients' first MDADI assement score after surgery was …

Nanrilkefusp Alfa (Sot101), An Il-15 Receptor Βγ Superagonist, As A Single Agent Or With Anti-Pd-1 In Patients With Advanced Cancers, Stephane Champiat, Elena Garralda, Vladimir Galvao, Philippe A Cassier, Carlos Gomez-Roca, Iphigenie Korakis, Peter Grell, Aung Naing, Patricia Lorusso, Romana Mikyskova, Nada Podzimkova, Milan Reinis, Kaissa Ouali, Andreu Schoenenberger, Joachim Kiemle-Kallee, Sascha Tillmanns, Richard Sachse, Ulrich Moebius, Radek Spisek, David Bechard, Lenka Palova Jelinkova, Irena Adkins, Aurelien Marabelle

Faculty, Staff and Student Publications

Nanrilkefusp alfa (nanril; SOT101) is an interleukin (IL)-15 receptor βγ superagonist that stimulates natural killer (NK) and CD8

Single-Cell Analysis Of Neoplastic Plasma Cells Identifies Myeloma Pathobiology Mediators And Potential Targets, Luz Yurany Moreno Rueda, Hua Wang, Keiko Akagi, Minghao Dang, Amishi Vora, Li Qin, Hans C Lee, Krina K Patel, Pei Lin, David E Mery, Fenghuang Zhan, John D Shaughnessy, Qing Yi, Yang Song, Bo Jiang, Maura L Gillison, Sheeba K Thomas, Donna M Weber, Lixia Diao, Jing Wang, Isere Kuiatse, Elisabet E Manasanch, David E Symer, Robert Z Orlowski

Faculty, Staff and Student Publications

Multiple myeloma is a clonal plasma cell (PC) dyscrasia that arises from precursors and has been studied utilizing approaches focused on CD138+ cells. By combining single-cell RNA sequencing (scRNA-seq) with scB-cell receptor sequencing (scBCR-seq), we differentiate monoclonal/neoplastic from polyclonal/normal PCs and find more dysregulated genes, especially in precursor patients, than we would have by analyzing bulk PCs. To determine whether this approach can identify oncogenes that contribute to disease pathobiology, mitotic arrest deficient-2 like-1 (MAD2L1) and S-adenosylmethionine synthase isoform type-2 (MAT2A) are validated as targets with drug-like molecules that suppress myeloma growth in preclinical models. Moreover, functional studies show a …

An Integrative Multiparametric Approach Stratifies Putative Distinct Phenotypes Of Blast Phase Chronic Myelomonocytic Leukemia, Kristian Gurashi, Yu-Hung Wang, Fabio M R Amaral, Katherine Spence, Rachel Cant, Chi-Yuan Yao, Chien-Chin Lin, Christopher Wirth, David C Wedge, Guillermo Montalban-Bravo, Simona Colla, Hwei-Fang Tien, Tim C P Somervaille, Kiran Batta, Daniel H Wiseman

Faculty, Staff and Student Publications

Approximately 30% of patients with chronic myelomonocytic leukemia (CMML) undergo transformation to a chemo-refractory blastic phase (BP-CMML). Seeking novel therapeutic approaches, we profiled blast transcriptomes from 42 BP-CMMLs, observing extensive transcriptional heterogeneity and poor alignment to current acute myeloid leukemia (AML) classifications. BP-CMMLs display distinctive transcriptomic profiles, including enrichment for quiescence and variability in drug response signatures. Integrating clinical, immunophenotype, and transcriptome parameters, Random Forest unsupervised clustering distinguishes immature and mature subtypes characterized by differential expression of transcriptional modules, oncogenes, apoptotic regulators, and patterns of surface marker expression. Subtypes differ in predicted response to AML drugs, validated ex vivo in …

Mitochondrial Defects And Metabolic Vulnerabilities In Lynch Syndrome-Associated Msh2-Deficient Endometrial Cancer, Mikayla Borthwick Bowen, Brenda Melendez, Qian Zhang, Diana Moreno, Leah Peralta, Wai Kin Chan, Collene Jeter, Lin Tan, M Anna Zal, Philip L Lorenzi, Kenneth Dunner, Richard K Yang, Russell R Broaddus, Joseph Celestino, Nisha Gokul, Elizabeth Whitley, Deena M Scoville, Tae Hoon Kim, Jae-Wook Jeong, Rosemarie Schmandt, Karen Lu, Hyun-Eui Kim, Melinda S Yates

Faculty, Staff and Student Publications

Lynch syndrome (LS), caused by inherited mutations in DNA mismatch repair genes, including MSH2, carries a 60% lifetime risk of developing endometrial cancer (EC). Beyond hypermutability, mechanisms driving LS-associated EC (LS-EC) remain unclear. We investigated MSH2 loss in EC pathogenesis using a mouse model (PR-Cre Msh2LoxP/LoxP, abbreviated Msh2KO), primary cell lines, human tissues, and human EC cells with isogenic MSH2 knockdown. By 8 months, 58% of Msh2KO mice developed endometrial atypical hyperplasia (AH), a precancerous lesion. At 12-16 months, 50% of Msh2KO mice exhibited either AH or ECs with histologic similarities to human LS-ECs. Transcriptomic profiling of EC from Msh2KO …

Natural And Bioengineered Extracellular Vesicles In Diagnosis, Monitoring And Treatment Of Cancer, Xin Luo, Kathleen M Mcandrews, Raghu Kalluri

Faculty, Staff and Student Publications

Extracellular vesicles (EVs) are cell derived nanovesicles which are implicated in both physiological and pathological intercellular communication, including the initiation, progression, and metastasis of cancer. The exchange of biomolecules between stromal cells and cancer cells via EVs can provide a window to monitor cancer development in real time for better diagnostic and interventional strategies. In addition, the process of secretion and internalization of EVs by stromal and cancer cells in the tumor microenvironment (TME) can be exploited for delivering therapeutics. EVs have the potential to provide a targeted, biocompatible, and efficient delivery platform for the treatment of cancer and other …

Unveiling The Genetic Landscape Of Coronary Artery Disease Through Common And Rare Structural Variants, Kruthika R Iyer, Shoa L Clarke, Rodrigo Guarischi-Sousa, Ketrin Gjoni, Adam S Heath, Erica P Young, Nathan O Stitziel, Cecelia Laurie, Jai G Broome, Alyna T Khan, Joshua P Lewis, Huichun Xu, May E Montasser, Kellan E Ashley, Natalie R Hasbani, Eric Boerwinkle, Alanna C Morrison, Nathalie Chami, Ron Do, Ghislain Rocheleau, Donald M Lloyd-Jones, Rozenn N Lemaitre, Joshua C Bis, James S Floyd, Gregory L Kinney, Donald W Bowden, Nicholette D Palmer, Emelia J Benjamin, Matthew Nayor, Lisa R Yanek, Brian G Kral, Lewis C Becker, Sharon L R Kardia, Jennifer A Smith, Lawrence F Bielak, Arnita F Norwood, Yuan-I Min, April P Carson, Wendy S Post, Stephen S Rich, David Herrington, Xiuqing Guo, Kent D Taylor, Joann E Manson, Nora Franceschini, Katherine S Pollard, Braxton D Mitchell, Ruth J F Loos, Myriam Fornage, Lifang Hou, Bruce M Psaty, Kendra A Young, Elizabeth A Regan, Barry I Freedman, Ramachandran S Vasan, Daniel Levy, Rasika A Mathias, Patricia A Peyser, Laura M Raffield, Charles Kooperberg, Alex P Reiner, Jerome I Rotter, Goo Jun, Paul S De Vries, Themistocles L Assimes

Faculty, Staff and Student Publications

Background: Genome-wide association studies have identified several hundred susceptibility single nucleotide variants for coronary artery disease (CAD). Despite single nucleotide variant-based genome-wide association studies improving our understanding of the genetics of CAD, the contribution of structural variants (SVs) to the risk of CAD remains largely unclear.

Method and results: We leveraged SVs detected from high-coverage whole genome sequencing data in a diverse group of participants from the National Heart Lung and Blood Institute's Trans-Omics for Precision Medicine program. Single variant tests were performed on 58 706 SVs in a study sample of 11 556 CAD cases and 42 907 controls. …

Next-Generation Sequencing-Based Msi Scoring Predicts Benefit In Mismatch Repair-Deficient Tumors Treated With Nivolumab: Follow-Up On Nci-Match Arm Z1d, Jonathan D Schoenfeld, Nilofer S Azad, Jacob Gross, Li Chen, Michael J Overman, Katrina Kao, Latifa Jackson, Donna Brunnquell, Xiangning Bu, Christina Coppola, Ping Guan, Jennifer Lee, David Sims, Rebecca Fuchs, Jason L Weirather, Kathleen L Pfaff, Lauren Gunasti, Srin Ranasinghe, Stanley R Hamilton, Victoria Wang, Peter J O'Dwyer, Catherine J Wu, Scott J Rodig, David R Patton, Lyndsay Harris

Faculty, Staff and Student Publications

Purpose: Mismatch repair-deficient (dMMR) tumors have demonstrated favorable responses to immune checkpoint inhibition targeting PD-1. However, more in-depth identification of predictors of response could further refine patient selection for immunotherapy treatment.

Patients and methods: We undertook integrated evaluation performed on samples collected from 28 of 42 patients enrolled on the NCI-Molecular Analysis for Therapy Choice arm Z1D trial that evaluated PD-1 inhibition treatment with nivolumab in patients with noncolorectal dMMR tumors. Genomic analyses were performed using next-generation sequencing (NGS), whole-exome sequencing, and RNA sequencing and supplemented by multiplex immunofluorescence performed on tissue samples.

Results: In this dMMR population, more extensive …

Reassessing Estrogen Receptor Expression Thresholds For Breast Cancer Prognosis In Her2-Negative Patients Using Shape Restricted Modeling, Wenli Dong, Takeo Fujii, Jing Ning, Toshiaki Iwase, Jing Qin, Naoto T Ueno, Yu Shen

Faculty, Staff and Student Publications

We used a novel shape-restricted Cox model to determine the desirable ER expression cutoff to predict breast cancer prognoses. Our model treats ER as a continuous variable using a flexible monotone-shaped Cox regression to assess its association with survival outcomes holistically. The study included 3055 patients with stage II/III HER2-negative breast cancer. The primary outcomes were time to recurrence or death (TTR) and overall survival (OS). The shape-restricted Cox model identified 10% ER as the preferred cutoff to predict TTR. The finding was confirmed by the log-rank test and standard Cox model that patients with ER ≥ 10% had TTR …

Single-Cell Rna Sequencing Identifies Molecular Biomarkers Predicting Late Progression To Cdk4/6 Inhibition In Patients With Hr+/Her2- Metastatic Breast Cancer, Linjie Luo, Peng Yang, Sofia Mastoraki, Xiayu Rao, Yan Wang, Nicole M Kettner, Akshara Singareeka Raghavendra, Debasish Tripathy, Senthil Damodaran, Kelly K Hunt, Jing Wang, Ziyi Li, Khandan Keyomarsi

Faculty, Staff and Student Publications

Background: Cyclin-dependent kinase 4/6 inhibitors (CDK4/6is) in combination with endocrine therapy are the standard treatment for patients with hormone receptor-positive, HER2-negative metastatic breast cancer (mBC). Despite the efficacy of CDK4/6is, intrinsic resistance occurs in approximately one-third of patients, highlighting the need for reliable predictive biomarkers.

Methods: Single-cell RNA sequencing analyzed metastatic tumors from HR+/HER2- mBC patients pre-CDK4/6i treatment at baseline (BL) and/or at disease progression. BL samples were from CDK4/6i responders (median progression-free survival [mPFS] = 25.5 months), while progressors were categorized as early-progressors (EP, mPFS = 3 months) and late-progressors (LP, mPFS = 11 months). Metastatic sites included liver, …

Proxy Panels Enable Privacy-Aware Outsourcing Of Genotype Imputation, Degui Zhi, Xiaoqian Jiang, Arif Harmanci

Faculty, Staff and Student Publications

One of the major challenges in genomic data sharing is protecting participants' privacy in collaborative studies and in cases when genomic data are outsourced to perform analysis tasks, for example, genotype imputation services and federated collaborations genomic analysis. Although numerous cryptographic methods have been developed, these methods may not yet be practical for population-scale tasks in terms of computational requirements, rely on high-level expertise in security, and require each algorithm to be implemented from scratch. In this study, we focus on outsourcing of genotype imputation, a fundamental task that utilizes population-level reference panels, and develop protocols that rely on using …

Structure-Activity Relationship Studies Of Dna Methyltransferase 1 Monovalent Degraders, Chao Qian, Youngeun Lee, Yulin Han, Yue Zhong, Jujun Zhou, Joel Hrit, Ling Xie, Qin Chen, H Ümit Kaniskan, Xian Chen, Scott Rothbart, Xiaodong Cheng, Yan Xiong, Jian Jin

Faculty, Staff and Student Publications

DNA methyltransferase 1 (DNMT1), which catalyzes maintenance methylation of hemimethylated DNA during DNA replication, is overexpressed in cancer. Recently, the first-in-class DNMT1-selective noncovalent small-molecule inhibitors, GSK3484862 and GSK3685032, were discovered. These inhibitors were also reported to degrade DNMT1. However, structure–activity relationship (SAR) studies of these monovalent DNMT1 degraders are lacking. Here, we report our SAR studies of this scaffold on degrading DNMT1, which led to the discovery of multiple lead degraders, including compound 4 (MS9024). Compound 4 potently and selectively degraded DNMT1 in multiple cancer cell lines in a concentration-, time-, and proteasome-dependent manner without altering DNMT1 transcription. Further mechanism-of-action …

Inhibition Of Histone Methyltransferase Ezh2 For Immune Interception Of Colorectal Cancer In Lynch Syndrome, Charles M Bowen, Fahriye Duzagac, Abel Martel-Martel, Laura Reyes-Uribe, Mahira Zaheer, Jacklyn Thompson, Nan Deng, Ria Sinha, Soham Mazumdar, Melissa W Taggart, Abhinav K Jain, Elena Tosti, Winfried Edelmann, Krishna M Sinha, Eduardo Vilar

Faculty, Staff and Student Publications

Colorectal precancers in Lynch syndrome (LS) exhibit a distinct immune profile, presenting unique opportunities for developing immune-interception strategies to prevent carcinogenesis. Epigenetic modulation by EZH2 of immune-related genes is implicated in the carcinogenesis of different cancer types, including colorectal cancer. This study utilizes a mouse model of LS and ex vivo colonic organoids to assess the effects of the EZH2 inhibitor GSK503 on immune regulatory pathways, tumorigenesis, and epigenetic reprogramming. Our findings revealed that GSK503 significantly increased CD4+ and CD8+ T cells in both splenocytes and colonic mucosa of treated mice compared with controls. Additionally, a preventive dose of GSK503 …

Contribution Of Rare Chromosome 22q112 Copy Number Variants To Non-Syndromic Bicuspid Aortic Valve, Helene Digregorio, Sara Mansoorshahi, Steven G Carlisle, Catherina Tovar Pensa, Abi Watts, Courtney Mcneely, Anna Sabate-Rotes, Anji Yetman, Hector I Michelena, Julie F A De Backer, Laura Muiño Mosquera, Malenka M Bissell, Maria Grazia Andreassi, Ilenia Foffa, Dawn S Hui, Anthony Caffarelli, Yuli Y Kim, Rodolfo Citro, Margot De Marco, Justin T Tretter, Kim L Mcbride, Simon C Body, Dianna M Milewicz, Siddharth K Prakash, Ebav Investigators

Faculty, Staff and Student Publications

Background: Bicuspid aortic valve (BAV) is the most common congenital heart defect in adults, often leading to complications such as thoracic aortic aneurysms and aortic stenosis. While BAV is frequently associated with 22q11.2 deletion syndrome (22q11.2DS), the contribution of rare copy number variants (CNVs) in this region to non-syndromic BAV is less clear. This study is aimed to assess the role of rare 22q11.2 CNVs in patients with early-onset BAV (EBAV) and to determine whether these variants are linked to an increased risk of complications.

Methods: Whole genome microarray genotyping was conducted on 272 patients with BAV with early onset …

Efficacy And Safety Of Nivolumab Plus Ipilimumab In Patients With Metastatic Variant Histology (Non-Clear Cell) Renal Cell Carcinoma, Mohammad Jad Moussa, Jaanki Khandelwal, Nathaniel R Wilson, Kiran L Malikayil, Devaki Shilpa Surasi, Tharakeswara K Bathala, Yiyun Lin, Priya Rao, Pheroze Tamboli, Kanishka Sircar, Helen Ajufo, Khaled M Elsayes, Amishi Shah, Andrew C Johns, Sangeeta Goswami, Elshad Hasanov, Eric Jonasch, Pavlos Msaouel, Matthew T Campbell, Omar Alhalabi, Nizar M Tannir

Faculty, Staff and Student Publications

Background: Nivolumab plus ipilimumab (nivo/ipi) is a standard of care first-line (1 L) therapy for patients with metastatic clear-cell renal cell carcinoma (ccRCC), but its role in patients with metastatic, non-ccRCC has not been fully defined. We report a single-institution experience with nivo/ipi in non-ccRCC.

Methods: Between November 2017 and February 2024, 55 patients with metastatic non-ccRCC received nivo/ipi at MD Anderson Cancer Center. The tumor response was assessed by blinded radiologists using RECIST v1.1. The overall response rate (ORR), progression-free survival (PFS), PFS milestone, duration of response (DoR), and overall survival (OS) were determined. Next-generation sequencing (NGS) was performed …

Repeat Expansion In A Fragile X Model Is Independent Of Double Strand Break Repair Mediated By Pol Θ, Rad52, Rad54 Or Rad54b, Bruce E Hayward, Geum-Yi Kim, Carson J Miller, Cai Mccann, Megan G Lowery, Richard D Wood, Karen Usdin

Faculty, Staff and Student Publications

Microsatellite instability is responsible for the human repeat expansion diseases (REDs). The mutagenic process differs from classical cancer-associated microsatellite instability (MSI) in that it requires the mismatch repair proteins that normally protect against MSI. LIG4, an enzyme essential for non-homologous end-joining (NHEJ), the major pathway for double-strand break repair (DSBR) in mammalian cells, protects against expansion in mouse models. Thus, NHEJ may compete with the expansion pathway for access to a common intermediate. This raises the possibility that expansion involves an NHEJ-independent form of DSBR. Pol θ, a polymerase involved in the theta-mediated end joining (TMEJ) DSBR pathway, has been …