Medicine and Health Sciences Commons^™

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. …

Iroc Phantoms Accurately Detect Mlc Delivery Errors, Sharbacha S Edward, Julianne M Pollard-Larkin, Peter A Balter, Rebecca M Howell, Christine B Peterson, Stephen F Kry

Faculty, Staff and Student Publications

Purpose: We evaluated the impact of random and whole-bank multileaf collimator (MLC) delivery errors on dosimetric delivery accuracy in the Imaging and Radiation Oncology Core (IROC) phantom audits, as well as differences in delivery accuracy between the IROC phantom prescription and typical clinical fraction sizes.

Methods and materials: Plans were created for the IROC IMRT head and neck (H&N) and SBRT spine phantoms. MLC leaf errors were introduced into the plans: random shifts between -2 and 2 mm, and whole bank shifts of 0.5, 1, and 2 mm. Plans were recalculated and delivered on a Varian Truebeam, and the log …

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 …

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 …

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, …

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 …

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 …

Regression Modeling Of Cumulative Incidence Function For Left-Truncated Right-Censored Competing Risks Data: A Modified Pseudo-Observation Approach, Rong Rong, Jing Ning, Hong Zhu

Faculty, Staff and Student Publications

Statistical methods have been developed for regression modeling of the cumulative incidence function (CIF) given left-truncated right-censored competing risks data. Nevertheless, existing methods typically involve complicated weighted estimating equations or nonparametric conditional likelihood function and often require a restrictive assumption that censoring and/or truncation times are independent of failure time. The pseudo-observation (PO) approach has been used in regression modeling of CIF for right-censored competing risks data under covariate-independent censoring or covariate-dependent censoring. We extend this approach to left-truncated right-censored competing risks data and propose to directly model the CIF based on POs, under general truncation and censoring mechanisms. We …

Nprl2 Gene Therapy Induces Effective Antitumor Immunity In Kras/Stk11 Mutant Anti-Pd1 Resistant Metastatic Non-Small Cell Lung Cancer (Nsclc) In A Humanized Mouse Model, Ismail M Meraz, Mourad Majidi, Renduo Song, Feng Meng, Lihui Gao, Qi Wang, Jing Wang, Elizabeth J Shpall, Jack A Roth

Faculty, Staff and Student Publications

Expression of NPRL2/TUSC4, a tumor-suppressor gene, is reduced in many cancers including NSCLC. Restoration of NPRL2 induces DNA damage, apoptosis, and cell-cycle arrest. We investigated NPRL2 antitumor immune responses in aPD1R/KRAS/STK11^mt NSCLC in humanized-mice. Humanized-mice were generated by transplanting fresh human cord blood-derived CD34 stem cells into sub-lethally irradiated NSG mice. Lung-metastases were developed from KRAS/STK11^mt/aPD1R A549 cells and treated with NPRL2 w/wo pembrolizumab. NPRL2-treatment reduced lung metastases significantly, whereas pembrolizumab was ineffective. Antitumor effect was greater in humanized than non-humanized-mice. NPRL2 + pembrolizumab was not synergistic in KRAS/STK11^mt/aPD1R tumors but was …

Bbox1 Restrains Tbk1-Mtorc1 Oncogenic Signaling In Clear Cell Renal Cell Carcinoma, Chengheng Liao, Lianxin Hu, Liwei Jia, Jin Zhou, Tao Wang, Kangsan Kim, Hua Zhong, Hongwei Yao, Lei Dong, Lei Guo, Qian Liang, Cheng Zhang, Fangzhou Zhao, Jun Fang, Hongyi Liu, Shina Li, Lin Xu, Jeremy M Simon, Srinivas Malladi, Payal Kapur, James Brugarolas, Ralph J Deberardinis, Qing Zhang

Faculty, Staff and Student Publications

Clear cell renal cell carcinoma (ccRCC), a metabolic disease originating from renal proximal convoluted tubule (PCT) epithelial cells, remains incompletely understood in terms of its initiating signaling events. Here, we identify γ-butyrobetaine hydroxylase 1 (BBOX1), a key enzyme in carnitine synthesis predominantly expressed in PCT cells, as a tumor suppressor in ccRCC. BBOX1 expression is lost during ccRCC malignant transformation, and its restoration reduces cell viability in physiological medium and inhibits xenograft tumor growth. Transcriptomic analyses reveal that BBOX1 suppresses critical metabolic pathways including mTORC1 signaling and glycolysis in ccRCC. Further, we identify TANK-binding kinase 1 (TBK1) as an essential …

Engineered Immunomodulatory Extracellular Vesicles From Epithelial Cells With The Capacity For Stimulation Of Innate And Adaptive Immunity In Cancer And Autoimmunity, Xin Luo, Fernanda G Kugeratski, Dara P Dowlatshahi, Hikaru Sugimoto, Kent A Arian, Yibo Fan, Li Huang, Danielle Wills, Sergio Lilla, Kelly Hodge, Sara R Zanivan, Valerie S Lebleu, Kathleen M Mcandrews, Raghu Kalluri

Faculty, Staff and Student Publications

Extracellular vesicles (EVs) are generated by all cells. Systemic administration of allogenic EVs derived from epithelial and mesenchymal cells have been shown to be safe, despite carrying an array of functional molecules, including thousands of proteins. To address whether epithelial cells derived EVs can be modified to acquire the capacity to induce immune response, we engineered 293T EVs to harbor the immunomodulatory molecules CD80, OX40L and PD-L1. We demonstrated abundant levels of these proteins on the engineered cells and EVs. Functionally, the engineered EVs efficiently elicited positive and negative co-stimulation of human and murine T cells. In the setting of …

Complete Genome Sequence Of A Penicillin-Resistant Fusobacterium Necrophorum Subsp Funduliforme Isolate From A Tonsillitis Patient, Bibek G C, Anders Jensen, Chenggang Wu

Faculty, Staff and Student Publications

We report the complete genome sequence of a penicillin-resistant Fusobacterium necrophorum subsp. funduliforme isolate, AJ79, from a tonsillitis patient. The AJ79 genome consists of a chromosome (2,440,359 bp) and plasmid (9,887 bp), providing insights into the genetic basis of penicillin resistance in F. necrophorum and its implications for treating tonsillitis.

Classification Of Non-Tcga Cancer Samples To Tcga Molecular Subtypes Using Compact Feature Sets, Kyle Ellrott, Christopher K Wong, Christina Yau, Mauro A A Castro, Jordan A Lee, Brian J Karlberg, Jasleen K Grewal, Vincenzo Lagani, Bahar Tercan, Verena Friedl, Toshinori Hinoue, Vladislav Uzunangelov, Lindsay Westlake, Xavier Loinaz, Ina Felau, Peggy I Wang, Anab Kemal, Samantha J Caesar-Johnson, Ilya Shmulevich, Alexander J Lazar, Ioannis Tsamardinos, Katherine A Hoadley, Cancer Genome Atlas Analysis Network, A Gordon Robertson, Theo A Knijnenburg, Christopher C Benz, Joshua M Stuart, Jean C Zenklusen, Andrew D Cherniack, Peter W Laird

Faculty, Staff and Student Publications

Molecular subtypes, such as defined by The Cancer Genome Atlas (TCGA), delineate a cancer's underlying biology, bringing hope to inform a patient's prognosis and treatment plan. However, most approaches used in the discovery of subtypes are not suitable for assigning subtype labels to new cancer specimens from other studies or clinical trials. Here, we address this barrier by applying five different machine learning approaches to multi-omic data from 8,791 TCGA tumor samples comprising 106 subtypes from 26 different cancer cohorts to build models based upon small numbers of features that can classify new samples into previously defined TCGA molecular subtypes-a …

Tigit Inhibitor M6223 As Monotherapy Or In Combination With Bintrafusp Alfa In Patients With Advanced Solid Tumors: A First-In-Human, Phase 1, Dose-Escalation Trial, Aung Naing, Meredith Mckean, Anthony Tolcher, Anja Victor, Ping Hu, Wei Gao, Marco A F Nogueira Filho, Thomas Kitzing, Stephan Gleicher, Daniel Holland, Emilia Richter, Keyvan Tadjalli-Mehr, Lillian L Siu

Faculty, Staff and Student Publications

Background: M6223 is an intravenous (IV), Fc-competent, fully human, antagonistic, anti-T cell immunoreceptor with immunoglobulin and immunoreceptor tyrosine-based inhibitory motif domains (TIGIT) antibody. Bintrafusp alfa (BA) is a bifunctional fusion protein that simultaneously blocks nonredundant immunosuppressive TGF-β and PD-(L)1 pathways.

Methods: This first-in-human, dose-escalation study in patients with advanced solid tumors (N=58; aged ≥18 years, ECOG PS≤1) evaluated M6223 alone (Part 1A, n=40; M6223 10-2400 mg every 2 weeks, n=32; M6223 2400 mg every 3 weeks, n=8) or with BA (Part 1B, n=18; M6223 300-1600 mg with BA 1200 mg; both every 2 weeks, intravenous). Primary objectives were safety, tolerability, …

Sex And Outcomes Of Patients With Microsatellite Instability-High And Braf V600e Mutated Metastatic Colorectal Cancer Receiving Immune Checkpoint Inhibitors, Vincenzo Nasca, Joseph Zhao, Javier Ros, Sara Lonardi, Koen Zwart, Romain Cohen, Marwan Fakih, Priya Jayachandran, Jeanine M L Roodhart, Jeroen Derksen, Rossana Intini, Francesca Bergamo, Giacomo Mazzoli, Filippo Ghelardi, Marta Ligero, Jitendra Jonnagaddala, Nicholas Hawkins, Robyn L Ward, Durgesh Wankhede, Hermann Brenner, Michael Hoffmeister, Marco Vitellaro, Lisa Salvatore, Claire Gallois, Pierre Laurent-Puig, Chiara Cremolini, Michael J Overman, Julien Taieb, David Tougeron, Thierry Andre, Jakob Nikolas Kather, Raghav Sundar, Javier Carmona, Elena Elez, Miriam Koopman, Filippo Pietrantonio

Faculty, Staff and Student Publications

Background: Immune checkpoint inhibitors (ICIs) are the gold standard therapy in patients with deficient mismatch repair (dMMR)/microsatellite instability-high (MSI-H) metastatic colorectal cancer (mCRC). A significant proportion of patients show resistance, making the identification of determinants of response crucial. Growing evidence supports the role of sex in determining susceptibility to anticancer therapies, but data is lacking for patients with MSI-H CRC.

Methods: In this real-world cohort comprising 624 patients with MSI-H mCRC receiving ICIs, we investigated the impact of sex on patients' outcomes, overall and according to RAS-BRAF mutational status or type of treatment (anti-PD-(L)1 with or without anti-CTLA-4 agents). We …

Therapeutic Targeting Of The Janus Kinase/Signal Transducer And Activator Of Transcription Pathway In Cutaneous T-Cell Lymphoma, Alisha Kashyap, Julia Dai, Xiao Ni

Faculty, Staff and Student Publications

Background/Objectives: Cutaneous T-cell lymphoma (CTCL) is a rare group of non-Hodgkin lymphomas characterized by the clonal expansion of malignant T cells. While current treatments can alleviate symptoms and significant progress has been made in treating leukemic CTCL, a definitive cure remains elusive. Dysregulation of the Janus kinase/signal transducer and activator of transcription (JAK/STAT) signaling pathway is a key driver of CTCL pathogenesis. As a result, therapeutic strategies targeting JAK/STAT signaling have gained momentum, with the increasing use of JAK inhibitors and other agents that effectively suppress this pathway. These immune-modulating therapies have broad effects on physiological processes, inflammation, and …

Differentiating Between Renal Medullary And Clear Cell Renal Carcinoma With A Machine Learning Radiomics Approach, Rahim Jiwani, Koustav Pal, Iwan Paolucci, Bruno Odisio, Kristy Brock, Nizar M Tannir, Daniel D Shapiro, Pavlos Msaouel, Rahul A Sheth

Faculty, Staff and Student Publications

Background: The objective of this study was to develop and validate a radiomics-based machine learning (ML) model to differentiate between renal medullary carcinoma (RMC) and clear cell renal carcinoma (ccRCC).

Methods: This retrospective Institutional Review Board -approved study analyzed CT images and clinical data from patients with RMC (n = 87) and ccRCC (n = 93). Patients without contrast-enhanced CT scans obtained before nephrectomy were excluded. A standard volumetric software package (MIM 7.1.4, MIM Software Inc.) was used for contouring, after which 949 radiomics features were extracted with PyRadiomics 3.1.0. Radiomics analysis was then performed with RadAR for differential radiomics …

Proceedings Of The 1st Biannual Bridging The Gaps In Lung Cancer Conference, Narjust Florez, Sandip P Patel, Heather Wakelee, Lyudmila Bazhenova, Erminia Massarelli, Ravi Salgia, Brendon Stiles, Solange Peters, Jyoti Malhotra, Shirish M Gadgeel, Jorge J Nieva, Michelle Afkhami, Fred R Hirsch, Matthew Gubens, Tina Cascone, Benjamin Levy, Joshua Sabari, Hatim Husain, Patrick C Ma, Leah M Backhus, Puneeth Iyengar, Percy Lee, Russell Miller, Jacob Sands, Edward Kim

Faculty, Staff and Student Publications

Lung cancer is the leading cause of cancer death in the US and globally. The mortality from lung cancer has been declining, due to a reduction in incidence and advances in treatment. Although recent success in developing targeted and immunotherapies for lung cancer has benefitted patients, it has also expanded the complexity of potential treatment options for health care providers. To aid in reducing such complexity, experts in oncology convened a conference (Bridging the Gaps in Lung Cancer) to identify current knowledge gaps and controversies in the diagnosis, treatment, and outcomes of various lung cancer scenarios, as described here. Such …

Oncogenic Kras Mutations Confer A Unique Mechanotransduction Response To Peristalsis In Colorectal Cancer Cells, Abigail J Clevenger, Claudia A Collier, John Paul M Gorley, Sarah Colijn, Maygan K Mcfarlin, Spencer C Solberg, Scott Kopetz, Amber N Stratman, Shreya A Raghavan

Faculty, Staff and Student Publications

Colorectal cancer tumors start as polyps on the inner lining of the colorectum, in which they are exposed to the mechanics of peristalsis. Our previous work leveraged a custom-built peristalsis bioreactor to demonstrate that colonic peristalsis led to cancer stem cell enrichment in colorectal cancer cells. However, this malignant mechanotransductive response was confined to select colorectal cancer lines that harbored an oncogenic mutation in the Kirsten rat sarcoma virus (KRAS) gene. In this study, we explored the involvement of activating KRAS mutations on peristalsis-associated mechanotransduction in colorectal cancer. Peristalsis enriched cancer stem cell marker Leucine-rich repeat-containing G protein-coupled receptor 5 …

Preclinical Efficacy Of Cdk7 Inhibitor-Based Combinations Against Myeloproliferative Neoplasms Transformed To Aml, Warren Fiskus, Christopher P Mill, Prithviraj Bose, Lucia Masarova, Naveen Pemmaraju, Andrew Dunbar, Christine E Birdwell, John A Davis, Kaberi Das, Hanxi Hou, Taghi Manshouri, Antrix Jain, Anna Malovannaya, Kevin Philip, Noor Alhamadani, Alicia Matthews, Katie Lin, Lauren B Flores, Sanam Loghavi, Courtney Dinardo, Xiaoping Su, Raajit K Rampal, Kapil N Bhalla

Faculty, Staff and Student Publications

Rising blast percentage or secondary acute myeloid leukemia (sAML) transformation in myeloproliferative neoplasms (MPNs) leads to JAK1/2 inhibitor (JAKi) therapy resistance and poor survival. Here, we demonstrate that treatment with the CDK7 inhibitor (CDK7i) SY-5609 depletes phenotypically characterized post-MPN sAML stem/progenitor cells. In cultured post-MPN sAML SET2, HEL and patient-derived (PD) post-MPN sAML cells, SY-5609 treatment inhibited growth and induced lethality while sparing normal cells. RNA-sequencing analysis after SY-5609 treatment reduced mRNA expression of MYC, MYB, CDK4/6, PIM1, and CCND1 but increased expression of CDKN1A and BCL2L1. Mass spectrometry of SY-5609-treated MPN-sAML cells also reduced c-Myc, c-Myb, PIM1, and CDK4/6 …

Classification Of Schizophrenia, Bipolar Disorder And Major Depressive Disorder With Comorbid Traits And Deep Learning Algorithms, Xiangning Chen, Yimei Lu, Joan Manuel Cue, Mira V Han, Vishwajit L Nimgaonkar, Daniel R Weinberger, Shizhong Han, Zhongming Zhao, Jingchun Chen

Faculty, Staff and Student Publications

Many psychiatric disorders share genetic liabilities, but whether these shared liabilities can be utilized to classify and differentiate psychiatric disorders remains unclear. In this study, we use polygenic risk scores (PRSs) of 42 traits comorbid with schizophrenia (SCZ), bipolar disorder (BIP), and major depressive disorder (MDD) to evaluate their utilities. We found that combining target specific PRS with PRSs of comorbid traits can improve the classification of the target disorders. Importantly, without inclusion of PRSs from targeted disorders, we can still classify SCZ (accuracy 0.710 ± 0.008, AUC 0.789 ± 0.011), BIP (accuracy 0.782 ± 0.006, AUC 0.852 ± 0.004), …