Biomedical Informatics Commons^™

Study Of Prognostic Splicing Factors In Cancer Using Machine Learning Approaches, Mengyuan Yang, Jiajia Liu, Pora Kim, Xiaobo Zhou

Faculty, Staff and Student Publications

Splicing factors (SFs) are the major RNA-binding proteins (RBPs) and key molecules that regulate the splicing of mRNA molecules through binding to mRNAs. The expression of splicing factors is frequently deregulated in different cancer types, causing the generation of oncogenic proteins involved in cancer hallmarks. In this study, we investigated the genes that encode RNA-binding proteins and identified potential splicing factors that contribute to the aberrant splicing applying a random forest classification model. The result suggested 56 splicing factors were related to the prognosis of 13 cancers, two SF complexes in liver hepatocellular carcinoma, and one SF complex in esophageal …

Sod1 Is A Synthetic-Lethal Target In Ppm1d-Mutant Leukemia Cells, Linda Zhang, Joanne I Hsu, Etienne D Braekeleer, Chun-Wei Chen, Tajhal D Patel, Alejandra G Martell, Anna G Guzman, Katharina Wohlan, Sarah M Waldvogel, Hidetaka Uryu, Ayala Tovy, Elsa Callen, Rebecca L Murdaugh, Rosemary Richard, Sandra Jansen, Lisenka Vissers, Bert B A De Vries, Andre Nussenzweig, Shixia Huang, Cristian Coarfa, Jamie Anastas, Koichi Takahashi, George Vassiliou, Margaret A Goodell

Faculty, Staff and Student Publications

The DNA damage response is critical for maintaining genome integrity and is commonly disrupted in the development of cancer. PPM1D (protein phosphatase Mg2+/Mn2+-dependent 1D) is a master negative regulator of the response; gain-of-function mutations and amplifications of PPM1D are found across several human cancers making it a relevant pharmacological target. Here, we used CRISPR/Cas9 screening to identify synthetic-lethal dependencies of PPM1D, uncovering superoxide dismutase-1 (SOD1) as a potential target for PPM1D-mutant cells. We revealed a dysregulated redox landscape characterized by elevated levels of reactive oxygen species and a compromised response to oxidative stress in PPM1D-mutant cells. Altogether, our …

Slow Proliferation Of Bap1-Deficient Uveal Melanoma Cells Is Associated With Reduced S6 Signaling And Resistance To Nutrient Stress, Vivian Chua, Melisa Lopez-Anton, Mizue Terai, Ryota Tanaka, Usman Baqai, Timothy J Purwin, Jelan I Haj, Francis J Waltrich, Isabella Trachtenberg, Kristine Luo, Rohith Tudi, Angela Jeon, Anna Han, Inna Chervoneva, Michael A Davies, Julio A Aguirre-Ghiso, Takami Sato, Andrew E Aplin

Faculty, Staff and Student Publications

Uveal melanoma (UM) is the deadliest form of eye cancer in adults. Inactivating mutations and/or loss of expression of the gene encoding BRCA1-associated protein 1 (BAP1) in UM tumors are associated with an increased risk of metastasis. To investigate the mechanisms underlying this risk, we explored the functional consequences of BAP1 deficiency. UM cell lines expressing mutant BAP1 grew more slowly than those expressing wild-type BAP1 in culture and in vivo. The ability of BAP1 reconstitution to restore cell proliferation in BAP1-deficient cells required its deubiquitylase activity. Proteomic analysis showed that BAP1-deficient cells had decreased phosphorylation of ribosomal S6 and …

Tmprss2 Is A Tumor Suppressor And Its Downregulation Promotes Antitumor Immunity And Immunotherapy Response In Lung Adenocarcinoma, Zhixian Liu, Qiqi Lu, Zhilan Zhang, Qiushi Feng, Xiaosheng Wang

Faculty, Staff and Student Publications

Background: TMPRSS2, a key molecule for SARS-CoV-2 invading human host cells, has an association with cancer. However, its association with lung cancer remains insufficiently unexplored.

Methods: In five bulk transcriptomics datasets, one single-cell RNA sequencing (scRNA-seq) dataset and one proteomics dataset for lung adenocarcinoma (LUAD), we explored associations between TMPRSS2 expression and immune signatures, tumor progression phenotypes, genomic features, and clinical prognosis in LUAD by the bioinformatics approach. Furthermore, we performed experimental validation of the bioinformatics findings.

Results: TMPRSS2 expression levels correlated negatively with the enrichment levels of both immune-stimulatory and immune-inhibitory signatures, while they correlated positively with the ratios …

Defining The Kras- And Erk-Dependent Transcriptome In Kras-Mutant Cancers, Jeffrey A Klomp, Jennifer E Klomp, Clint A Stalnecker, Kirsten L Bryant, A Cole Edwards, Kristina Drizyte-Miller, Priya S Hibshman, J Nathaniel Diehl, Ye S Lee, Alexis J Morales, Khalilah E Taylor, Sen Peng, Nhan L Tran, Laura E Herring, Alex W Prevatte, Natalie K Barker, Laura D Hover, Jill Hallin, Alexey Sorokin, Preeti Marie Kanikarla, Saikat Chowdhury, Oluwadara Coker, Hey Min Lee, Craig M Goodwin, Prson Gautam, Peter Olson, James G Christensen, John P Shen, Scott Kopetz, Lee M Graves, Kian-Huat Lim, Andrea Wang-Gillam, Krister Wennerberg, Adrienne D Cox, Channing J Der

Faculty, Staff and Student Publications

How the KRAS oncogene drives cancer growth remains poorly understood. Therefore, we established a systemwide portrait of KRAS- and ERK-dependent gene transcription in KRAS-mutant cancer to delineate the molecular mechanisms of growth and of inhibitor resistance. Unexpectedly, our KRAS-dependent gene signature diverges significantly from the frequently cited Hallmark KRAS signaling gene signature, is driven predominantly through the ERK mitogen-activated protein kinase (MAPK) cascade, and accurately reflects KRAS- and ERK-regulated gene transcription in KRAS-mutant cancer patients. Integration with our ERK-regulated phospho- and total proteome highlights ERK deregulation of the anaphase promoting complex/cyclosome and other components of the cell cycle machinery as …

Orthogonal Proteogenomic Analysis Identifies The Druggable Pa2g4-Myc Axis In 3q26 Aml, Matteo Marchesini, Andrea Gherli, Elisa Simoncini, Lucas Moron Dalla Tor, Anna Montanaro, Natthakan Thongon, Federica Vento, Chiara Liverani, Elisa Cerretani, Anna D'Antuono, Luca Pagliaro, Raffaella Zamponi, Chiara Spadazzi, Elena Follini, Benedetta Cambò, Mariateresa Giaimo, Angela Falco, Gabriella Sammarelli, Giannalisa Todaro, Sabrina Bonomini, Valentina Adami, Silvano Piazza, Claudia Corbo, Bruno Lorusso, Federica Mezzasoma, Costanza Anna Maria Lagrasta, Maria Paola Martelli, Roberta La Starza, Antonio Cuneo, Franco Aversa, Cristina Mecucci, Federico Quaini, Simona Colla, Giovanni Roti

Faculty, Staff and Student Publications

The overexpression of the ecotropic viral integration site-1 gene (EVI1/MECOM) marks the most lethal acute myeloid leukemia (AML) subgroup carrying chromosome 3q26 abnormalities. By taking advantage of the intersectionality of high-throughput cell-based and gene expression screens selective and pan-histone deacetylase inhibitors (HDACis) emerge as potent repressors of EVI1. To understand the mechanism driving on-target anti-leukemia activity of this compound class, here we dissect the expression dynamics of the bone marrow leukemia cells of patients treated with HDACi and reconstitute the EVI1 chromatin-associated co-transcriptional complex merging on the role of proliferation-associated 2G4 (PA2G4) protein. PA2G4 overexpression rescues AML cells from the …

Klrg1 Cell Depletion As A Novel Therapeutic Strategy In Patients With Mature T-Cell Lymphoma Subtypes, Bimarzhan Assatova, Robert Willim, Christopher Trevisani, Garrett Haskett, Khyati Maulik Kariya, Kusha Chopra, Sung Rye Park, Michael Yevgeniy Tolstorukov, Sean M Mccabe, Jessica Duffy, Abner Louissaint, Jani Huuhtanen, Dipabarna Bhattacharya, Satu Mustjoki, Min Jung Koh, Foster Powers, Elizabeth A Morgan, Lei Yang, Brandy Pinckney, Matthew J Cotton, Andrew Crabbe, Jessica Beth Ziemba, Ian Brain, Tayla B Heavican-Foral, Javeed Iqbal, Ronald Nemec, Anna Baird Rider, Josie Germain Ford, Min Ji Koh, Nora Scanlan, David J Feith, Thomas P Loughran, Won Seog Kim, Jaehyuk Choi, Juliette Roels, Lena Boehme, Tom Putteman, Tom Taghon, Jeffrey A Barnes, P Connor Johnson, Eric D Jacobsen, Steven A Greenberg, David M Weinstock, Salvia Jain

Faculty, Staff and Student Publications

Purpose: Develop a novel therapeutic strategy for patients with subtypes of mature T-cell and NK-cell neoplasms.

Experimental design: Primary specimens, cell lines, patient-derived xenograft models, commercially available, and proprietary anti-KLRG1 antibodies were used for screening, target, and functional validation.

Results: Here we demonstrate that surface KLRG1 is highly expressed on tumor cells in subsets of patients with extranodal NK/T-cell lymphoma (ENKTCL), T-prolymphocytic leukemia (T-PLL), and gamma/delta T-cell lymphoma (G/D TCL). The majority of the CD8+/CD57+ or CD3-/CD56+ leukemic cells derived from patients with T- and NK-large granular lymphocytic leukemia (T-LGLL and NK-LGLL), respectively, expressed surface KLRG1. The humanized afucosylated anti-KLRG1 …

Maintenance Pembrolizumab Therapy In Patients With Metastatic Her2-Negative Breast Cancer With Prior Response To Chemotherapy, Toshiaki Iwase, Evan N Cohen, Hui Gao, Angela Alexander, Megumi Kai, Vivian Chiv, Xiaoping Wang, Savitri Krishnamurthy, Diane Liu, Yu Shen, Kumiko Kida, Alexandre Reuben, Rachel M Layman, David L Ramirez, Debasish Tripathy, Stacy L Moulder, Clinton Yam, Vicente Valero, Bora Lim, James M Reuben, Naoto T Ueno

Faculty, Staff and Student Publications

Purpose: Accumulating toxicities hinder indefinite chemotherapy for many patients with metastatic/recurrent HER2-negative breast cancer. We conducted a phase II trial of pembrolizumab monotherapy following induction chemotherapy to determine the efficacy of maintenance immunotherapy in patients with metastatic HER2-negative inflammatory breast cancer (IBC) and non-IBC triple-negative breast cancer (TNBC) and a biomarker study.

Patients and methods: Patients with a complete response, partial response, or stable disease (SD) after at least three cycles of chemotherapy for HER2-negative breast cancer received pembrolizumab, regardless of programmed death-ligand 1 expression. Pembrolizumab (200 mg) was administered every 3 weeks until disease progression, intolerable toxicity, or 2 …

Cell-Free Dna Concentration As A Biomarker Of Response And Recurrence In Her2-Negative Breast Cancer Receiving Neoadjuvant Chemotherapy, Mark Jesus M Magbanua, Ziad Ahmed, Rosalyn W Sayaman, Lamorna Brown Swigart, Gillian L Hirst, Christina Yau, Denise M Wolf, Wen Li, Amy L Delson, Jane Perlmutter, Paula Pohlmann, W Fraser Symmans, Douglas Yee, Nola M Hylton, Laura J Esserman, Angela M Demichele, Hope S Rugo, Laura J Van 'T Veer

Faculty, Staff and Student Publications

Purpose: We previously demonstrated the clinical significance of circulating tumor DNA (ctDNA) in patients with HER2-negative breast cancer receiving neoadjuvant chemotherapy (NAC). Here, we compared its predictive and prognostic value with cell-free DNA (cfDNA) concentration measured in the same samples from the same patients.

Experimental design: 145 patients with hormone receptor (HR)-positive/HER2-negative and 138 triple-negative breast cancer (TNBC) with ctDNA data from a previous study were included in the analysis. Associations of serial cfDNA concentration with residual cancer burden (RCB) and distant recurrence-free survival (DRFS) were examined.

Results: In TNBC, we observed a modest negative correlation between cfDNA concentration 3 …

Irx4204 Induces Senescence And Cell Death In Her2-Positive Breast Cancer And Synergizes With Anti-Her2 Therapy, Cassandra L Moyer, Amanda Lanier, Jing Qian, Darian Coleman, Jamal Hill, Vidyasagar Vuligonda, Martin E Sanders, Abhijit Mazumdar, Powel H Brown

Faculty, Staff and Student Publications

PURPOSE: Rexinoids, agonists of nuclear retinoid X receptor (RXR), have been used for the treatment of cancers and are well tolerated in both animals and humans. However, the usefulness of rexinoids in treatment of breast cancer remains unknown. This study examines the efficacy of IRX4204, a highly specific rexinoid, in breast cancer cell lines and preclinical models to identify a biomarker for response and potential mechanism of action.

EXPERIMENTAL DESIGN: IRX4204 effects on breast cancer cell growth and viability were determined using cell lines, syngeneic mouse models, and primary patient-derived xenograft (PDX) tumors. In vitro assays of cell cycle, apoptosis, …

Evaluations Of An Early Change In Tumor Pathophysiology In Response To Radiotherapy With Oxygen Enhanced Electron Paramagnetic Resonance Imaging (Oe Epri), Tianzhe Li, Grace A Murley, Xiaofei Liang, Renee L Chin, Jorge De La Cerda, F William Schuler, Mark D Pagel

Faculty, Staff and Student Publications

Purpose: Electron Paramagnetic Resonance Imaging (EPRI) can image the partial pressure of oxygen (pO2) within in vivo tumor models. We sought to develop Oxygen Enhanced (OE) EPRI that measures tumor pO2 with breathing gases of 21% O2 (pO221%) and 100% O2 (pO2100%), and the differences in pO2 between breathing gases (ΔpO2). We applied OE EPRI to study the early change in tumor pathophysiology in response to radiotherapy in two tumor models of pancreatic cancer.

Procedures: We developed a protocol that intraperitoneally administered OX071, a trityl radical contrast agent, and then acquired anatomical MR images to localize the tumor. Subsequently, we …

Plasmacytoid Urothelial Carcinoma Of The Urinary Bladder-A Clinicopathological And Molecular Analysis Of 52 Cases, Lan Zheng, Hui Chen, Jianping Zhao, Sinchita Roy-Chowdhuri, Ashish M Kamat, Omar Alhalabi, Jianjun Gao, Arlene Siefker-Radtke, Donna E Hansel, Bogdan Czerniak, Charles C Guo

Faculty, Staff and Student Publications

Plasmacytoid urothelial carcinoma (UC) is a rare histologic subtype of bladder cancer that is associated with an aggressive clinical behavior. We analyzed the clinicopathologic and molecular features of plasmacytoid UC in 52 patients from a single institute. The patients included 44 men and 8 women, with a mean age of 64 years (range, 41-91 years). All bladder cancers were high-grade UC, and plasmacytoid component accounted for a mean of 47% of bladder tumors (range, 5-100%). Distinct gene mutations were found in most plasmacytoid UCs (n = 49); the most common mutations were TP53 (n = 30), followed by TERT (n …

Prostein Expression On Circulating Tumor Cells As A Prognostic Marker In Metastatic Castration-Resistant Prostate Cancer, Zhenchao Zhang, Rui Luo, William K Kelly, Joshua Chen, Shane Donahue, Kevan Ip, Nathan R Handley, William J Tester, Miranda L Tsang, Felix J Kim, Ronald Myers, Grace Lu-Yao, Jian Gu, Jianqing Lin, Bingshan Li, Chun Wang, Hushan Yang

Faculty, Staff and Student Publications

Background: Identification of emerging molecular biomarkers on circulating tumor cells (CTCs) represents an attractive feature of liquid biopsy that facilitates precision and tailored medicine in the management of metastatic castration-resistant prostate cancer (mCRPC). Prostein is an androgen-regulated transmembrane protein with high prostate specificity. Prostein-positive circulating tumor cell (CTC) was recently suggested to have diagnostic potential; however, no study has been conducted to evaluate its prognostic value in mCRPC.

Methods: CTCs from mCRPC patients were enumerated using the CellSearch System. Prostein-positive CTCs were identified by immunostaining results. The relationships between prostein expression on CTCs and PSA response rate, PSA progression-free survival …

The Kat Module Of The Saga Complex Maintains The Oncogenic Gene Expression Program In Mycn- Amplified Neuroblastoma, Clare F Malone, Nathaniel W Mabe, Alexandra B Forman, Gabriela Alexe, Kathleen L Engel, Ying-Jiun C Chen, Melinda Soeung, Silvi Salhotra, Allen Basanthakumar, Bin Liu, Sharon Y R Dent, Kimberly Stegmaier

Faculty, Staff and Student Publications

Pediatric cancers are frequently driven by genomic alterations that result in aberrant transcription factor activity. Here, we used functional genomic screens to identify multiple genes within the transcriptional coactivator Spt-Ada-Gcn5-acetyltransferase (SAGA) complex as selective dependencies for MYCN-amplified neuroblastoma, a disease of dysregulated development driven by an aberrant oncogenic transcriptional program. We characterized the DNA recruitment sites of the SAGA complex in neuroblastoma and the consequences of loss of SAGA complex lysine acetyltransferase (KAT) activity on histone acetylation and gene expression. We demonstrate that loss of SAGA complex KAT activity is associated with reduced MYCN binding on chromatin, suppression of …

Molecular Classification And Biomarkers Of Outcome With Immunotherapy In Extensive-Stage Small-Cell Lung Cancer: Analyses Of The Caspian Phase 3 Study, Mingchao Xie, Miljenka Vuko, Jaime Rodriguez-Canales, Johannes Zimmermann, Markus Schick, Cathy O'Brien, Luis Paz-Ares, Jonathan W Goldman, Marina Chiara Garassino, Carl M Gay, John V Heymach, Haiyi Jiang, J Carl Barrett, Ross A Stewart, Zhongwu Lai, Lauren A Byers, Charles M Rudin, Yashaswi Shrestha

Faculty, Staff and Student Publications

BACKGROUND: We explored potential predictive biomarkers of immunotherapy response in patients with extensive-stage small-cell lung cancer (ES-SCLC) treated with durvalumab (D) + tremelimumab (T) + etoposide-platinum (EP), D + EP, or EP in the randomized phase 3 CASPIAN trial.

METHODS: 805 treatment-naïve patients with ES-SCLC were randomized (1:1:1) to receive D + T + EP, D + EP, or EP. The primary endpoint was overall survival (OS). Patients were required to provide an archived tumor tissue block (or ≥ 15 newly cut unstained slides) at screening, if these samples existed. After assessment for programmed cell death ligand-1 expression and tissue …

Developing A Membrane-Proximal Cd33-Targeting Car T Cell, Ruby Freeman, Sanam Shahid, Abdul G Khan, Serena C Mathew, Sydney Souness, Erin R Burns, Jasmine S Um, Kento Tanaka, Winson Cai, Sarah Yoo, Andrew Dunbar, Young Park, Devin Mcavoy, Kinga K Hosszu, Ross L Levine, Jaap Jan Boelens, Ivo C Lorenz, Renier J Brentjens, Anthony F Daniyan

Faculty, Staff and Student Publications

BACKGROUND: CD33 is a tractable target in acute myeloid leukemia (AML) for chimeric antigen receptor (CAR) T cell therapy, but clinical success is lacking.

METHODS: We developed 3P14HLh28Z, a novel CD33-directed CD28/CD3Z-based CAR T cell derived from a high-affinity binder obtained through membrane-proximal fragment immunization in humanized mice.

RESULTS: We found that immunization exclusively with the membrane-proximal domain of CD33 is necessary for identification of membrane-proximal binders in humanized mice. Compared with clinically validated lintuzumab-based CAR T cells targeting distal CD33 epitopes, 3P14HLh28Z showed enhanced in vitro functionality as well as superior tumor control and increased overall survival in both …

Unraveling Etc Complex I Function In Ferroptosis Reveals A Potential Ferroptosis-Inducing Therapeutic Strategy For Lkb1-Deficient Cancers, Chao Mao, Guang Lei, Amber Horbath, Min Wang, Zhengze Lu, Yuelong Yan, Xiaoguang Liu, Lavanya Kondiparthi, Xiong Chen, Jun Cheng, Qidong Li, Zhihao Xu, Li Zhuang, Bingliang Fang, Joseph R Marszalek, Masha V Poyurovsky, Kellen Olszewski, Boyi Gan

Faculty, Staff and Student Publications

The role of the mitochondrial electron transport chain (ETC) in regulating ferroptosis is not fully elucidated. Here, we reveal that pharmacological inhibition of the ETC complex I reduces ubiquinol levels while decreasing ATP levels and activating AMP-activated protein kinase (AMPK), the two effects known for their roles in promoting and suppressing ferroptosis, respectively. Consequently, the impact of complex I inhibitors on ferroptosis induced by glutathione peroxidase 4 (GPX4) inhibition is limited. The pharmacological inhibition of complex I in LKB1-AMPK-inactivated cells, or genetic ablation of complex I (which does not trigger apparent AMPK activation), abrogates the AMPK-mediated ferroptosis-suppressive effect and sensitizes …

Brg1/Brm Inhibitor Targets Aml Stem Cells And Exerts Superior Preclinical Efficacy Combined With Bet Or Menin Inhibitor, Warren Fiskus, Jessica Piel, Mike Collins, Murphy Hentemann, Branko Cuglievan, Christopher P Mill, Christine E Birdwell, Kaberi Das, John A Davis, Hanxi Hou, Antrix Jain, Anna Malovannaya, Tapan M Kadia, Naval Daver, Koji Sasaki, Koichi Takahashi, Danielle Hammond, Patrick K Reville, Jian Wang, Sanam Loghavi, Rwik Sen, Xinjia Ruan, Xiaoping Su, Lauren B Flores, Courtney D Dinardo, Kapil N Bhalla

Faculty, Staff and Student Publications

BRG1 (SMARCA4) and BRM (SMARCA2) are the mutually exclusive core ATPases of the chromatin remodeling BAF (BRG1/BRM-associated factor) complexes. They enable transcription factors/cofactors to access enhancers/promoter and modulate gene expressions responsible for cell growth and differentiation of acute myeloid leukemia (AML) stem/progenitor cells. In AML with MLL1 rearrangement (MLL1r) or mutant NPM1 (mtNPM1), although menin inhibitor (MI) treatment induces clinical remissions, most patients either fail to respond or relapse, some harboring menin mutations. FHD-286 is an orally bioavailable, selective inhibitor of BRG1/BRM under clinical development in AML. Present studies show that FHD-286 induces differentiation and lethality in AML cells with …

Ataxia-Telangiectasia Mutated Loss-Of-Function Displays Variant And Tissue-Specific Differences Across Tumor Types, Patrick G Pilié, Virginia Giuliani, Wei-Lien Wang, Daniel J Mcgrail, Christopher A Bristow, Natalie Y L Ngoi, Keith Kyewalabye, Khalida M Wani, Hung Le, Erick Campbell, Nora S Sanchez, Dong Yang, Jinesh S Gheeya, Rohit Vivek Goswamy, Vijaykumar Holla, Kenna Rael Shaw, Funda Meric-Bernstam, Chiu-Yi Liu, Xiaoyan Ma, Ningping Feng, Annette A Machado, Jennifer P Bardenhagen, Christopher P Vellano, Joseph R Marszalek, Eeson Rajendra, Desiree Piscitello, Timothy I Johnson, Maria Likhatcheva, Elias Elinati, Jayesh Majithiya, Joana Neves, Vera Grinkevich, Marco Ranzani, Marina Roy Luzarraga, Marie Boursier, Lucy Armstrong, Lerin Geo, Giorgia Lillo, Wai Yiu Tse, Alexander J Lazar, Scott E Kopetz, Mary K Geck Do, Sarah Lively, Michael G Johnson, Helen M R Robinson, Graeme C M Smith, Christopher L Carroll, M Emilia Di Francesco, Philip Jones, Timothy P Heffernan, Timothy A Yap

Faculty, Staff and Student Publications

PURPOSE: Mutations in the ATM gene are common in multiple cancers, but clinical studies of therapies targeting ATM-aberrant cancers have yielded mixed results. Refinement of ATM loss of function (LOF) as a predictive biomarker of response is urgently needed.

EXPERIMENTAL DESIGN: We present the first disclosure and preclinical development of a novel, selective ATR inhibitor, ART0380, and test its antitumor activity in multiple preclinical cancer models. To refine ATM LOF as a predictive biomarker, we performed a comprehensive pan-cancer analysis of ATM variants in patient tumors and then assessed the ATM variant-to-protein relationship. Finally, we assessed a novel ATM LOF …

Targeting Ccl2/Ccr2 Signaling Overcomes Mek Inhibitor Resistance In Acute Myeloid Leukemia, Rucha V Modak, Katia G De Oliveira Rebola, John Mcclatchy, Mona Mohammadhosseini, Alisa Damnernsawad, Stephen E Kurtz, Christopher A Eide, Guanming Wu, Ted Laderas, Tamilla Nechiporuk, Marina A Gritsenko, Joshua R Hansen, Chelsea Hutchinson, Sara J C Gosline, Paul Piehowski, Daniel Bottomly, Nicholas Short, Karin Rodland, Shannon K Mcweeney, Jeffrey W Tyner, Anupriya Agarwal

Faculty, Staff and Student Publications

Purpose: Emerging evidence underscores the critical role of extrinsic factors within the microenvironment in protecting leukemia cells from therapeutic interventions, driving disease progression, and promoting drug resistance in acute myeloid leukemia (AML). This finding emphasizes the need for the identification of targeted therapies that inhibit intrinsic and extrinsic signaling to overcome drug resistance in AML.

Experimental design: We performed a comprehensive analysis utilizing a cohort of ∼300 AML patient samples. This analysis encompassed the evaluation of secreted cytokines/growth factors, gene expression, and ex vivo drug sensitivity to small molecules. Our investigation pinpointed a notable association between elevated levels of CCL2 …

Integrative Molecular Analyses Of The Md Anderson Prostate Cancer Patient-Derived Xenograft (Mda Pca Pdx) Series, Nicolas Anselmino, Estefania Labanca, Peter D A Shepherd, Jiabin Dong, Jun Yang, Xiaofei Song, Subhiksha Nandakumar, Ritika Kundra, Cindy Lee, Nikolaus Schultz, Jianhua Zhang, John C Araujo, Ana M Aparicio, Sumit K Subudhi, Paul G Corn, Louis L Pisters, John F Ward, John W Davis, Elba S Vazquez, Geraldine Gueron, Christopher J Logothetis, Andrew Futreal, Patricia Troncoso, Yu Chen, Nora M Navone

Faculty, Staff and Student Publications

PURPOSE: Develop and deploy a robust discovery platform that encompasses heterogeneity, clinical annotation, and molecular characterization and overcomes the limited availability of prostate cancer models. This initiative builds on the rich MD Anderson (MDA) prostate cancer (PCa) patient-derived xenograft (PDX) resource to complement existing publicly available databases by addressing gaps in clinically annotated models reflecting the heterogeneity of potentially lethal and lethal prostate cancer.

EXPERIMENTAL DESIGN: We performed whole-genome, targeted, and RNA sequencing in representative samples of the same tumor from 44 PDXs derived from 38 patients linked to donor tumor metadata and corresponding organoids. The cohort includes models derived …

Transcriptomic Profiling Of Plasma Extracellular Vesicles Enables Reliable Annotation Of The Cancer-Specific Transcriptome And Molecular Subtype, Vahid Bahrambeigi, Jaewon J Lee, Vittorio Branchi, Kimal I Rajapakshe, Zhichao Xu, Naishu Kui, Jason T Henry, Wang Kun, Bret M Stephens, Sarah Dhebat, Mark W Hurd, Ryan Sun, Peng Yang, Eytan Ruppin, Wenyi Wang, Scott Kopetz, Anirban Maitra, Paola A Guerrero

Faculty, Staff and Student Publications

Longitudinal monitoring of patients with advanced cancers is crucial to evaluate both disease burden and treatment response. Current liquid biopsy approaches mostly rely on the detection of DNA-based biomarkers. However, plasma RNA analysis can unleash tremendous opportunities for tumor state interrogation and molecular subtyping. Through the application of deep learning algorithms to the deconvolved transcriptomes of RNA within plasma extracellular vesicles (evRNA), we successfully predicted consensus molecular subtypes in patients with metastatic colorectal cancer. Analysis of plasma evRNA also enabled monitoring of changes in transcriptomic subtype under treatment selection pressure and identification of molecular pathways associated with recurrence. This approach …

Ire1Α Determines Ferroptosis Sensitivity Through Regulation Of Glutathione Synthesis, Dadi Jiang, Youming Guo, Tianyu Wang, Liang Wang, Yuelong Yan, Ling Xia, Rakesh Bam, Zhifen Yang, Hyemin Lee, Takao Iwawaki, Boyi Gan, Albert C Koong

Faculty, Staff and Student Publications

Cellular sensitivity to ferroptosis is primarily regulated by mechanisms mediating lipid hydroperoxide detoxification. We show that inositol-requiring enzyme 1 (IRE1α), an endoplasmic reticulum (ER) resident protein critical for the unfolded protein response (UPR), also determines cellular sensitivity to ferroptosis. Cancer and normal cells depleted of IRE1α gain resistance to ferroptosis, while enhanced IRE1α expression promotes sensitivity to ferroptosis. Mechanistically, IRE1α's endoribonuclease activity cleaves and down-regulates the mRNA of key glutathione biosynthesis regulators glutamate-cysteine ligase catalytic subunit (GCLC) and solute carrier family 7 member 11 (SLC7A11). This activity of IRE1α is independent of its role in regulating the UPR and is …

Stellae-123 Gene Expression Signature Improved Risk Stratification In Taiwanese Acute Myeloid Leukemia Patients, Yu-Hung Wang, Adrián Mosquera Orgueira, Chien-Chin Lin, Chi-Yuan Yao, Min-Yen Lo, Cheng-Hong Tsai, Adolfo De La Fuente Burguera, Hsin-An Hou, Wen-Chien Chou, Hwei-Fang Tien

Faculty, Staff and Student Publications

The European Leukemia Net recommendations provide valuable guidance in treatment decisions of patients with acute myeloid leukemia (AML). However, the genetic complexity and heterogeneity of AML are not fully covered, notwithstanding that gene expression analysis is crucial in the risk stratification of AML. The Stellae-123 score, an AI-based model that captures gene expression patterns, has demonstrated robust survival predictions in AML patients across four western-population cohorts. This study aims to evaluate the applicability of Stellae-123 in a Taiwanese cohort. The Stellae-123 model was applied to 304 de novo AML patients diagnosed and treated at the National Taiwan University Hospital. We …

The Crosstalk Between Macrophages And Cancer Cells Potentiates Pancreatic Cancer Cachexia, Mingyang Liu, Yu Ren, Zhijun Zhou, Jingxuan Yang, Xiuhui Shi, Yang Cai, Alex X Arreola, Wenyi Luo, Kar-Ming Fung, Chao Xu, Ryan D Nipp, Michael S Bronze, Lei Zheng, Yi-Ping Li, Courtney W Houchen, Yuqing Zhang, Min Li

Faculty, Staff and Student Publications

With limited treatment options, cachexia remains a major challenge for patients with cancer. Characterizing the interplay between tumor cells and the immune microenvironment may help identify potential therapeutic targets for cancer cachexia. Herein, we investigate the critical role of macrophages in potentiating pancreatic cancer induced muscle wasting via promoting TWEAK (TNF-like weak inducer of apoptosis) secretion from the tumor. Specifically, depletion of macrophages reverses muscle degradation induced by tumor cells. Macrophages induce non-autonomous secretion of TWEAK through CCL5/TRAF6/NF-κB pathway. TWEAK promotes muscle atrophy by activating MuRF1 initiated muscle remodeling. Notably, tumor cells recruit and reprogram macrophages via the CCL2/CCR2 axis …

Focal Adhesion Kinase-Yap Signaling Axis Drives Drug-Tolerant Persister Cells And Residual Disease In Lung Cancer, Franziska Haderk, Yu-Ting Chou, Lauren Cech, Celia Fernández-Méndez, Johnny Yu, Victor Olivas, Ismail M Meraz, Dora Barbosa Rabago, D Lucas Kerr, Carlos Gomez, David V Allegakoen, Juan Guan, Khyati N Shah, Kari A Herrington, Oghenekevwe M Gbenedio, Shigeki Nanjo, Mourad Majidi, Whitney Tamaki, Yashar K Pourmoghadam, Julia K Rotow, Caroline E Mccoach, Jonathan W Riess, J Silvio Gutkind, Tracy T Tang, Leonard Post, Bo Huang, Pilar Santisteban, Hani Goodarzi, Sourav Bandyopadhyay, Calvin J Kuo, Jeroen P Roose, Wei Wu, Collin M Blakely, Jack A Roth, Trever G Bivona

Faculty, Staff and Student Publications

Targeted therapy is effective in many tumor types including lung cancer, the leading cause of cancer mortality. Paradigm defining examples are targeted therapies directed against non-small cell lung cancer (NSCLC) subtypes with oncogenic alterations in EGFR, ALK and KRAS. The success of targeted therapy is limited by drug-tolerant persister cells (DTPs) which withstand and adapt to treatment and comprise the residual disease state that is typical during treatment with clinical targeted therapies. Here, we integrate studies in patient-derived and immunocompetent lung cancer models and clinical specimens obtained from patients on targeted therapy to uncover a focal adhesion kinase (FAK)-YAP signaling …

Tsyn-Seq: A T-Cell Synapse-Based Antigen Identification Platform, Yimei Jin, Takahiko Miyama, Alexandria Brown, Tomo Hayase, Xingzhi Song, Anand K Singh, Licai Huang, Ivonne I Flores, Lauren K Mcdaniel, Israel Glover, Taylor M Halsey, Rishika Prasad, Valerie Chapa, Saira Ahmed, Jianhua Zhang, Kunal Rai, Christine B Peterson, Gregory Lizee, Jennifer Karmouch, Eiko Hayase, Jeffrey J Molldrem, Chia-Chi Chang, Wen-Bin Tsai, Robert R Jenq

Faculty, Staff and Student Publications

Tools for genome-wide rapid identification of peptide-major histocompatibility complex targets of T-cell receptors (TCR) are not yet universally available. We present a new antigen screening method, the T-synapse (Tsyn) reporter system, which includes antigen-presenting cells (APC) with a Fas-inducible NF-κB reporter and T cells with a nuclear factor of activated T cells (NFAT) reporter. To functionally screen for target antigens from a cDNA library, productively interacting T cell-APC aggregates were detected by dual-reporter activity and enriched by flow sorting followed by antigen identification quantified by deep sequencing (Tsyn-seq). When applied to a previously characterized TCR specific for the E7 antigen …

Fam86a Methylation Of Eef2 Links Mrna Translation Elongation To Tumorigenesis, Joel William Francis, Simone Hausmann, Sabeen Ikram, Kunlun Yin, Robert Mealey-Farr, Natasha Mahealani Flores, Annie Truc Trinh, Tourkian Chasan, Julia Thompson, Pawel Karol Mazur, Or Gozani

Faculty, Staff and Student Publications

eEF2 post-translational modifications (PTMs) can profoundly affect mRNA translation dynamics. However, the physiologic function of eEF2K525 trimethylation (eEF2K525me3), a PTM catalyzed by the enzyme FAM86A, is unknown. Here, we find that FAM86A methylation of eEF2 regulates nascent elongation to promote protein synthesis and lung adenocarcinoma (LUAD) pathogenesis. The principal physiologic substrate of FAM86A is eEF2, with K525me3 modeled to facilitate productive eEF2-ribosome engagement during translocation. FAM86A depletion in LUAD cells causes 80S monosome accumulation and mRNA translation inhibition. FAM86A is overexpressed in LUAD and eEF2K525me3 levels increase through advancing LUAD disease stages. FAM86A knockdown attenuates LUAD cell proliferation and suppression …

The Constitutively Active Form Of A Key Cholesterol Synthesis Enzyme Is Lipid Droplet-Localized And Upregulated In Endometrial Cancer Tissues, Hudson W Coates, Tina B Nguyen, Ximing Du, Ellen M Olzomer, Rhonda Farrell, Frances L Byrne, Hongyuan Yang, Andrew J Brown

Faculty, Staff and Student Publications

Cholesterol is essential for both normal cell viability and cancer cell proliferation. Aberrant activity of squalene monooxygenase (SM, also known as squalene epoxidase), the rate-limiting enzyme of the committed cholesterol synthesis pathway, is accordingly implicated in a growing list of cancers. We previously reported that hypoxia triggers the truncation of SM to a constitutively active form, thus preserving sterol synthesis during oxygen shortfalls. Here, we show SM truncation is upregulated and correlates with the magnitude of hypoxia in endometrial cancer tissues, supporting the in vivo relevance of our earlier work. To further investigate the pathophysiological consequences of SM truncation, we …

Profiling The Activity Of The Para-Caspase Malt1 In B-Cell Acute Lymphoblastic Leukemia For Potential Targeted Therapeutic Application, Firas M Safa, Terri Rasmussen, Lorena Fontan, Min Xia, Ari Melnick, Adrian Wiestner, Patricia Lobelle-Rich, Jan A Burger, Yara Mouawad, Hana Safah, Erik K Flemington, Nakhle S Saba

Faculty, Staff and Student Publications

B-cell acute lymphoblastic leukemia (B-ALL) remains a hard-to-treat disease with a poor prognosis in adults. Mucosa-associated lymphoid tissue lymphoma translocation protein 1 (MALT1) is a para-caspase required for B-cell receptor (BCR)-mediated NF-κB activation. Inhibition of MALT1 in preclinical models has proven efficacious in many B-cell malignancies including chronic lymphocytic leukemia, mantle cell lymphoma and diffuse large B-cell lymphoma. We sought to examine the role of MALT1 in B-ALL and determine the biological consequences of its inhibition. Targeting MALT1 with both Z-VRPR-fmk and MI-2 efficiently kills B-ALL cells independent of the cell-of-origin (pro, pre, mature) or the presence of the Philadelphia …