Biomedical Informatics Commons^™

Egfr-Phosphorylated Gdh1 Harmonizes With Rsk2 To Drive Creb Activation And Tumor Metastasis In Egfr-Activated Lung Cancer, Jihoon Kang, Jaemoo Chun, Jung Seok Hwang, Chaoyun Pan, Jie Li, Austin C Boese, Isabelle Young, Courteney M Malin, Yibin Kang, Don L Gibbons, Gabriel Sica, Haian Fu, Suresh S Ramalingam, Lingtao Jin, Sumin Kang

Faculty, Staff and Student Publications

The cancer metastasis process involves dysregulated oncogenic kinase signaling, but how this orchestrates metabolic networks and signal cascades to promote metastasis is largely unclear. Here we report that inhibition of glutamate dehydrogenase 1 (GDH1) and ribosomal S6 kinase 2 (RSK2) synergistically attenuates cell invasion, anoikis resistance, and immune escape in lung cancer and more evidently in tumors harboring epidermal growth factor receptor (EGFR)-activating or EGFR inhibitor-resistant mutations. Mechanistically, GDH1 is activated by EGFR through phosphorylation at tyrosine 135 and, together with RSK2, enhances the cAMP response element-binding protein (CREB) activity via CaMKIV signaling, thereby promoting metastasis. Co-targeting RSK2 and GDH1 …

Sustained Aurora Kinase B Expression Confers Resistance To Pi3k Inhibition In Head And Neck Squamous Cell Carcinoma, Pooja A Shah, Vaishnavi Sambandam, Anne M Fernandez, Hongyun Zhao, Tuhina Mazumdar, Li Shen, Qi Wang, Kazi M Ahmed, Soma Ghosh, Mitchell J Frederick, Jing Wang, Faye M Johnson

Faculty, Staff and Student Publications

UNLABELLED: Tumor suppressor mutations in head and neck squamous cell carcinoma (HNSCC) dominate the genomic landscape, hindering the development of effective targeted therapies. Truncating and missense mutations in NOTCH1 are frequent in HNSCC, and inhibition of PI3K can selectively target NOTCH1 mutant (NOTCH1MUT) HNSCC cells. In this study, we identify several proteins that are differentially regulated in HNSCC cells after PI3K inhibition based on NOTCH1MUT status. Expression of Aurora kinase B (Aurora B), AKT, and PDK1 following PI3K inhibition was significantly lower in NOTCH1MUT cell lines than in wild-type NOTCH1 (NOTCH1WT) cells or NOTCH1MUT cells with acquired resistance to PI3K …

Structural Variants Drive Context-Dependent Oncogene Activation In Cancer, Zhichao Xu, Dong-Sung Lee, Sahaana Chandran, Victoria T Le, Rosalind Bump, Jean Yasis, Sofia Dallarda, Samantha Marcotte, Benjamin Clock, Nicholas Haghani, Chae Yun Cho, Kadir C Akdemir, Selene Tyndale, P Andrew Futreal, Graham Mcvicker, Geoffrey M Wahl, Jesse R Dixon

Faculty, Staff and Student Publications

Higher-order chromatin structure is important for the regulation of genes by distal regulatory sequences. Structural variants (SVs) that alter three-dimensional (3D) genome organization can lead to enhancer-promoter rewiring and human disease, particularly in the context of cancer3. However, only a small minority of SVs are associated with altered gene expression4,5, and it remains unclear why certain SVs lead to changes in distal gene expression and others do not. To address these questions, we used a combination of genomic profiling and genome engineering to identify sites of recurrent changes in 3D genome structure in cancer and determine the effects of specific …

Optimal Construction Of A Functional Interaction Network From Pooled Library Crispr Fitness Screens, Veronica Gheorghe, Traver Hart

Faculty, Staff and Student Publications

BACKGROUND: Functional interaction networks, where edges connect genes likely to operate in the same biological process or pathway, can be inferred from CRISPR knockout screens in cancer cell lines. Genes with similar knockout fitness profiles across a sufficiently diverse set of cell line screens are likely to be co-functional, and these "coessentiality" networks are increasingly powerful predictors of gene function and biological modularity. While several such networks have been published, most use different algorithms for each step of the network construction process.

RESULTS: In this study, we identify an optimal measure of functional interaction and test all combinations of options …

Tumor Suppressor Dear1 Regulates Mammary Epithelial Cell Fate And Predicts Early Onset And Metastasis In Triple Negative Breast Cancer, Uyen Q Le, Nanyue Chen, Seetharaman Balasenthil, Eugene Lurie, Fei Yang, Suyu Liu, Laura Rubin, Luisa Maren Solis Soto, Maria Gabriela Raso, Harsh Batra, Aysegul A Sahin, Ignacio I Wistuba, Ann Mcneill Killary

Faculty, Staff and Student Publications

Triple negative breast cancer (TNBC) is a disease of poor prognosis, with the majority classified as the basal-like subtype associated with epithelial-mesenchymal transition and metastasis. Because basal breast cancers originate from proliferative luminal progenitor-like cells upon dysregulation of proper luminal differentiation, genes regulating luminal-basal transition are critical to elucidate novel therapeutic targets to improve TNBC outcomes. Herein we demonstrate that the tumor suppressor DEAR1/TRIM62 is a critical regulator of luminal cell fate. DEAR1 loss in human mammary epithelial cells results in significantly enhanced mammosphere formation that is accelerated in the presence of TGF-β/SMAD3 signaling. Mammospheres formed following DEAR1 loss are …

Pancreatic Tumor Microenvironmental Acidosis And Hypoxia Transform Gold Nanorods Into Cell-Penetrant Particles For Potent Radiosensitization, Pradipta Ranjan Rauta, Yuri Mackeyev, Keith Sanders, Joseph B K Kim, Valeria V Gonzalez, Yasmin Zahra, Muhammad A Shohayeb, Belal Abousaida, Geraldine V Vijay, Okan Tezcan, Paul Derry, Anton V Liopo, Eugene R Zubarev, Rickey Carter, Pankaj Singh, Sunil Krishnan

Faculty, Staff and Student Publications

Coating nanoparticles with stealth epilayers increases circulation time by evading opsonization, macrophage phagocytosis, and reticuloendothelial sequestration. However, this also reduces internalization by cancer cells upon reaching the tumor. We designed gold nanorods (GNRs) with an epilayer that retains stealth properties in circulation but transforms spontaneously in the acidotic tumor microenvironment to a cell-penetrating particle. We used a customized stoichiometric ratio of l-glutamic acid and l-lysine within an amphiphilic polymer of poly(l-glutamic acid-co-l-lysine), or P(Glu-co-Lys), to effect this transformation in acidotic environments. P(Glu-co-Lys)-GNRs were internalized by cancer cells to facilitate potent in vitro radiosensitization. When administered intravenously in mice, they accumulate …

Acetyl-Coenzyme A Synthetase 2 Potentiates Macropinocytosis And Muscle Wasting Through Metabolic Reprogramming In Pancreatic Cancer, Zhijun Zhou, Yu Ren, Jingxuan Yang, Mingyang Liu, Xiuhui Shi, Wenyi Luo, Kar-Ming Fung, Chao Xu, Michael S Bronze, Yuqing Zhang, Courtney W Houchen, Min Li

Faculty, Staff and Student Publications

BACKGROUND & AIMS: Rapid deconditioning, also called cachexia, and metabolic reprogramming are two hallmarks of pancreatic cancer. Acetyl-coenzyme A synthetase short-chain family member 2 (ACSS2) is an acetyl-enzyme A synthetase that contributes to lipid synthesis and epigenetic reprogramming. However, the role of ACSS2 on the nonselective macropinocytosis and cancer cachexia in pancreatic cancer remains elusive. In this study, we demonstrate that ACSS2 potentiates macropinocytosis and muscle wasting through metabolic reprogramming in pancreatic cancer.

METHODS: Clinical significance of ACSS2 was analyzed using samples from patients with pancreatic cancer. ACSS2-knockout cells were established using the clustered regularly interspaced short palindromic repeats-associated protein …

Kir-Based Inhibitory Cars Overcome Car-Nk Cell Trogocytosis-Mediated Fratricide And Tumor Escape, Ye Li, Rafet Basar, Guohui Wang, Enli Liu, Judy S Moyes, Li Li, Lucila N Kerbauy, Nadima Uprety, Mohsen Fathi, Ali Rezvan, Pinaki P Banerjee, Luis Muniz-Feliciano, Tamara J Laskowski, Emily Ensley, May Daher, Mayra Shanley, Mayela Mendt, Sunil Acharya, Bin Liu, Alexander Biederstädt, Hind Rafei, Xingliang Guo, Luciana Melo Garcia, Paul Lin, Sonny Ang, David Marin, Ken Chen, Laura Bover, Richard E Champlin, Navin Varadarajan, Elizabeth J Shpall, Katayoun Rezvani

Faculty, Staff and Student Publications

Trogocytosis is an active process that transfers surface material from targeted to effector cells. Using multiple in vivo tumor models and clinical data, we report that chimeric antigen receptor (CAR) activation in natural killer (NK) cells promoted transfer of the CAR cognate antigen from tumor to NK cells, resulting in (1) lower tumor antigen density, thus impairing the ability of CAR-NK cells to engage with their target, and (2) induced self-recognition and continuous CAR-mediated engagement, resulting in fratricide of trogocytic antigen-expressing NK cells (NK

Molecular Pathways Enhance Drug Response Prediction Using Transfer Learning From Cell Lines To Tumors And Patient-Derived Xenografts, Yi-Ching Tang, Reid T Powell, Assaf Gottlieb

Faculty, Staff and Student Publications

Computational models have been successful in predicting drug sensitivity in cancer cell line data, creating an opportunity to guide precision medicine. However, translating these models to tumors remains challenging. We propose a new transfer learning workflow that transfers drug sensitivity predicting models from large-scale cancer cell lines to both tumors and patient derived xenografts based on molecular pathways derived from genomic features. We further compute feature importance to identify pathways most important to drug response prediction. We obtained good performance on tumors (AUROC = 0.77) and patient derived xenografts from triple negative breast cancers (RMSE = 0.11). Using feature importance, …

Impad1 And Syt11 Work In An Epistatic Pathway That Regulates Emt-Mediated Vesicular Trafficking To Drive Lung Cancer Invasion And Metastasis, Rakhee Bajaj, B Leticia Rodriguez, William K Russell, Amanda N Warner, Lixia Diao, Jing Wang, Maria G Raso, Wei Lu, Khaja Khan, Luisa S Solis, Harsh Batra, Ximing Tang, Jared F Fradette, Samrat T Kundu, Don L Gibbons

Faculty, Staff and Student Publications

Lung cancer is a highly aggressive and metastatic disease responsible for approximately 25% of all cancer-related deaths in the United States. Using high-throughput in vitro and in vivo screens, we have previously established Impad1 as a driver of lung cancer invasion and metastasis. Here we elucidate that Impad1 is a direct target of the epithelial microRNAs (miRNAs) miR-200 and miR∼96 and is de-repressed during epithelial-to-mesenchymal transition (EMT); thus, we establish a mode of regulation of the protein. Impad1 modulates Golgi apparatus morphology and vesicular trafficking through its interaction with a trafficking protein, Syt11. These changes in Golgi apparatus dynamics alter …

Targeting Ras Mutant Colorectal Cancer With Dual Inhibition Of Mek And Cdk4/6, Alexey V Sorokin, Preeti Kanikarla Marie, Lea Bitner, Muddassir Syed, Melanie Woods, Ganiraju Manyam, Lawrence N Kwong, Benny Johnson, Van K Morris, Philip Jones, David G Menter, Michael S Lee, Scott Kopetz

Faculty, Staff and Student Publications

UNLABELLED: KRAS and NRAS mutations occur in 45% of colorectal cancers, with combined MAPK pathway and CDK4/6 inhibition identified as a potential therapeutic strategy. In the current study, this combinatorial treatment approach was evaluated in a co-clinical trial in patient-derived xenografts (PDX), and safety was established in a clinical trial of binimetinib and palbociclib in patients with metastatic colorectal cancer with RAS mutations. Across 18 PDX models undergoing dual inhibition of MEK and CDK4/6, 60% of tumors regressed, meeting the co-clinical trial primary endpoint. Prolonged duration of response occurred predominantly in TP53 wild-type models. Clinical evaluation of binimetinib and palbociclib …

Bet Inhibition Induces Vulnerability To Mcl1 Targeting Through Upregulation Of Fatty Acid Synthesis Pathway In Breast Cancer, Gonghong Yan, Augustin Luna, Heping Wang, Behnaz Bozorgui, Xubin Li, Maga Sanchez, Zeynep Dereli, Nermin Kahraman, Goknur Kara, Xiaohua Chen, Caishang Zheng, Daniel Mcgrail, Nidhi Sahni, Yiling Lu, Ozgun Babur, Murat Cokol, Bora Lim, Bulent Ozpolat, Chris Sander, Gordon B Mills, Anil Korkut

Faculty, Staff and Student Publications

Therapeutic options for treatment of basal-like breast cancers remain limited. Here, we demonstrate that bromodomain and extra-terminal (BET) inhibition induces an adaptive response leading to MCL1 protein-driven evasion of apoptosis in breast cancer cells. Consequently, co-targeting MCL1 and BET is highly synergistic in breast cancer models. The mechanism of adaptive response to BET inhibition involves the upregulation of lipid synthesis enzymes including the rate-limiting stearoyl-coenzyme A (CoA) desaturase. Changes in lipid synthesis pathway are associated with increases in cell motility and membrane fluidity as well as re-localization and activation of HER2/EGFR. In turn, the HER2/EGFR signaling results in the accumulation …

Chd1 Promotes Sensitivity To Aurora Kinase Inhibitors By Suppressing Interaction Of Aurka With Its Coactivator Tpx2, Haoyan Li, Yin Wang, Kevin Lin, Varadha Balaji Venkadakrishnan, Martin Bakht, Wei Shi, Chenling Meng, Jie Zhang, Kaitlyn Tremble, Xin Liang, Jian H Song, Xu Feng, Vivien Van, Pingna Deng, Jared K Burks, Ana Aparicio, Khandan Keyomarsi, Junjie Chen, Yue Lu, Himisha Beltran, Di Zhao

Faculty, Staff and Student Publications

UNLABELLED: Clinical studies have shown that subsets of patients with cancer achieve a significant benefit from Aurora kinase inhibitors, suggesting an urgent need to identify biomarkers for predicting drug response. Chromodomain helicase DNA binding protein 1 (CHD1) is involved in chromatin remodeling, DNA repair, and transcriptional plasticity. Prior studies have demonstrated that CHD1 has distinct expression patterns in cancers with different molecular features, but its impact on drug responsiveness remains understudied. Here, we show that CHD1 promotes the susceptibility of prostate cancer cells to inhibitors targeting Aurora kinases, while depletion of CHD1 impairs their efficacy in vitro and in vivo. …

Smyd3 Impedes Small Cell Lung Cancer Sensitivity To Alkylation Damage Through Rnf113a Methylation-Phosphorylation Cross-Talk, Valentina Lukinović, Simone Hausmann, Gael S Roth, Clement Oyeniran, Tanveer Ahmad, Ning Tsao, Joshua R Brickner, Alexandre G Casanova, Florent Chuffart, Ana Morales Benitez, Jessica Vayr, Rebecca Rodell, Marianne Tardif, Pascal W T C Jansen, Yohann Couté, Michiel Vermeulen, Pierre Hainaut, Pawel K Mazur, Nima Mosammaparast, Nicolas Reynoird

Faculty, Staff and Student Publications

Small cell lung cancer (SCLC) is the most fatal form of lung cancer, with dismal survival, limited therapeutic options, and rapid development of chemoresistance. We identified the lysine methyltransferase SMYD3 as a major regulator of SCLC sensitivity to alkylation-based chemotherapy. RNF113A methylation by SMYD3 impairs its interaction with the phosphatase PP4, controlling its phosphorylation levels. This cross-talk between posttranslational modifications acts as a key switch in promoting and maintaining RNF113A E3 ligase activity, essential for its role in alkylation damage response. In turn, SMYD3 inhibition restores SCLC vulnerability to alkylating chemotherapy. Our study sheds light on a novel role of …

Membrane-Anchored And Tumor-Targeted Il12 (Attil12)-Pbmc Therapy For Osteosarcoma, Qing Yang, Jiemiao Hu, Zhiliang Jia, Qi Wang, Jing Wang, Long Hoang Dao, Wendong Zhang, Sheng Zhang, Xueqing Xia, Richard Gorlick, Shulin Li

Faculty, Staff and Student Publications

Purpose: Chimeric antigen receptor (CAR) T-cell therapy has shown great promise for treating hematologic malignancies but requires a long duration of T-cell expansion, is associated with severe toxicity, and has limited efficacy for treating solid tumors. We designed experiments to address those challenges.

Experimental design: We generated a cell membrane-anchored and tumor-targeted IL12 (attIL12) to arm peripheral blood mononuclear cells (PBMC) instead of T cells to omit the expansion phase for required CAR T cells.

Results: This IL12-based attIL12-PBMC therapy showed significant antitumor efficacy in both heterogeneous osteosarcoma patient-derived xenograft tumors and metastatic osteosarcoma tumors with no observable toxic effects. …

Cisplatin And Gemcitabine Exert Opposite Effects On Immunotherapy With Pd-1 Antibody In K-Ras-Driven Cancer, Christophe Glorieux, Xiaojun Xia, Xin You, Zining Wang, Yi Han, Jing Yang, Gauthier Noppe, Christophe De Meester, Jianhua Ling, Annie Robert, Hui Zhang, Sheng-Ping Li, Huamin Wang, Paul J Chiao, Li Zhang, Xiaobing Li, Peng Huang

Faculty, Staff and Student Publications

INTRODUCTION: Immunochemotherapy using PD-1/PD-L1 antibodies in combination with chemotherapeutic agents has become a mainstream treatment for cancer patients, but it remains unclear which drug combinations would produce best therapeutic outcome.

OBJECTIVES: The purpose of this study was to investigate two common chemotherapeutic drugs, gemcitabine and cisplatin, for their impacts on the therapeutic efficacy of PD-1 antibody in K-ras-driven cancers known to overexpress PD-L1.

METHODS: Both in vitro assays and syngeneic mouse tumor models were used in this study. Biochemical and molecular assays were used to determine the effects of drugs on T cell functions in cell culture models and in …

Grk3 Is A Poor Prognosticator And Serves As A Therapeutic Target In Advanced Gastric Adenocarcinoma, Yuan Li, Yibo Fan, Jinbang Xu, Longfei Huo, Ailing W Scott, Jiankang Jin, Boxuan Yang, Shan Shao, Lang Ma, Ying Wang, Xiaodan Yao, Melissa Pool Pizzi, Matheus Sewastjanow Da Silva, Guoliang Zhang, Lijuan Zhuo, Eun Jeong Cho, Kevin N Dalby, Namita D Shanbhag, Zhenning Wang, Wenliang Li, Shumei Song, Jaffer A Ajani

Faculty, Staff and Student Publications

Background: G protein-coupled receptor (GPCR) is the most targeted protein family by the FDA-approved drugs. GPCR-kinase 3 (GRK3) is critical for GPCR signaling. Our genomic analysis showed that GRK3 expression correlated with poor prognosis of gastric adenocarcinoma (GAC) patients. However, GRK3's functions and clinical utility in GAC progression and metastases are unknown.

Methods: We studied GRK3 expression in normal, primary, and metastatic GAC tissues. We identified a novel GRK3 inhibitor, LD2, through a chemical-library screen. Through genetic and pharmacologic modulations of GRK3, a series of functional and molecular studies were performed in vitro and in vivo. Impact of GRK3 on …

Dynamic Expression Of Schlafen 11 (Slfn11) In Circulating Tumour Cells As A Liquid Biomarker In Small Cell Lung Cancer, Bingnan Zhang, C Allison Stewart, Qi Wang, Robert J Cardnell, Pedro Rocha, Junya Fujimoto, Luisa M Solis Soto, Runsheng Wang, Veronica Novegil, Peter Ansell, Lei He, Luisa Fernandez, Adam Jendrisak, Cole Gilbertson, Joseph D Schonhoft, Jiyun Byun, Joshua Jones, Amanda K L Anderson, Ana Aparicio, Hai Tran, Marcelo V Negrao, Jianjun Zhang, Wei-Lien Wang, Ignacio I Wistuba, Jing Wang, Rick Wenstrup, Lauren A Byers, Carl M Gay

Faculty, Staff and Student Publications

Introduction: Small cell lung cancer (SCLC) is an aggressive malignancy with no established biomarkers. Schlafen 11(SLFN11), a DNA/RNA helicase that sensitises cancer cells to DNA-damaging agents, has emerged as a promising predictive biomarker for several drug classes including platinum and PARP inhibitors. Detection of SLFN11 in circulating tumour cells (CTCs) may provide a valuable alternative to tissue sampling.

Methods: SLFN11 expression was evaluated in tumour samples and characterised in circulating tumour cells (CTC) longitudinally to determine its potential role as a biomarker of response.

Results: Among 196 SCLC tumours, 51% expressed SLFN11 by IHC. In addition, 20/29 extra-thoracic high-grade neuroendocrine …

Generation Of A Homozygous Knock-In Human Embryonic Stem Cell Line Expressing Meos4b-Tagged Ctr1, Yi-Hung Chen, Pei-San Huang, Meng-Hsuan Wen, Manhua Pan, Dung-Fang Lee, Tai-Yen Chen

Faculty, Staff and Student Publications

Copper transporter 1 (CTR1) is the major membrane protein responsible for cellular copper (Cu) uptake and mediates cellular copper homeostasis. To elucidate CTR1's behavior using imaging approaches, we generated a homozygous knock-in human embryonic stem cell (hESC) clone expressing photoconvertible fluorescence protein mEos4b-tagged endogenous CTR1 using CRISPR-Cas9 mediated homologous recombination. The engineered cells express functional CTR1-mEos4b fusion and have normal stem cell morphology. They remain pluripotent and can be differentiated into all three germ layers in vitro. This resource allows the study of CTR1 at an endogenous level in different cellular contexts using microscopy.

Kras Mutations As Essential Promoters Of Lymphangiogenesis Via Extracellular Vesicles In Pancreatic Cancer, Radu Pirlog, George A Calin

Faculty, Staff and Student Publications

Kirsten rat sarcoma virus (KRAS) gene mutations are present in more than 90% of pancreatic ductal adenocarcinomas (PDACs). KRASG12D is the most frequent alteration, promoting preneoplastic lesions and associating with a more aggressive phenotype. These tumors possess increased intratumoral lymphatic networks and frequent lymph node (LN) metastases. In this issue of the JCI, Luo, Li, et al. explored the relationship between the presence of the KRASG12D mutation and lymphangiogenesis in PDAC. The authors used in vitro and in vivo models and an elegant mechanistic approach to describe an alternative pathway for lymphangiogenesis promotion. KRASG12D induced SUMOylation of heterogenous nuclear ribonucleoprotein …

Ewi2 Prevents Egfr From Clustering And Endocytosis To Reduce Tumor Cell Movement And Proliferation, Chenying Fu, Jie Wang, Sandeep Pallikkuth, Yingjun Ding, Junxiong Chen, Jonathan D Wren, Yuchao Yang, Kwong-Kwok Wong, Hiroyasu Kameyama, Muralidharan Jayaraman, Anupama Munshi, Takemi Tanaka, Keith A Lidke, Xin A Zhang

Faculty, Staff and Student Publications

EWI2 is a transmembrane immunoglobulin superfamily (IgSF) protein that physically associates with tetraspanins and integrins. It inhibits cancer cells by influencing the interactions among membrane molecules including the tetraspanins and integrins. The present study revealed that, upon EWI2 silencing or ablation, the elevated movement and proliferation of cancer cells in vitro and increased cancer metastatic potential and malignancy in vivo are associated with (i) increases in clustering, endocytosis, and then activation of EGFR and (ii) enhancement of Erk MAP kinase signaling. These changes in signaling make cancer cells (i) undergo partial epithelial-to-mesenchymal (EMT) for more tumor progression and (ii) proliferate …

Occult Polyclonality Of Preclinical Pancreatic Cancer Models Drives In Vitro Evolution, Maria E Monberg, Heather Geiger, Jaewon J Lee, Roshan Sharma, Alexander Semaan, Vincent Bernard, Justin Wong, Fang Wang, Shaoheng Liang, Daniel B Swartzlander, Bret M Stephens, Matthew H G Katz, Ken Chen, Nicolas Robine, Paola A Guerrero, Anirban Maitra

Faculty, Staff and Student Publications

Heterogeneity is a hallmark of cancer. The advent of single-cell technologies has helped uncover heterogeneity in a high-throughput manner in different cancers across varied contexts. Here we apply single-cell sequencing technologies to reveal inherent heterogeneity in assumptively monoclonal pancreatic cancer (PDAC) cell lines and patient-derived organoids (PDOs). Our findings reveal a high degree of both genomic and transcriptomic polyclonality in monolayer PDAC cell lines, custodial variation induced by growing apparently identical cell lines in different laboratories, and transcriptomic shifts in transitioning from 2D to 3D spheroid growth models. Our findings also call into question the validity of widely available immortalized, …

Identification Of Functional Heterogeneity Of Carcinoma-Associated Fibroblasts With Distinct Il6-Mediated Therapy Resistance In Pancreatic Cancer, Kathleen M Mcandrews, Yang Chen, J Kebbeh Darpolor, Xiaofeng Zheng, Sujuan Yang, Julienne L Carstens, Bingrui Li, Huamin Wang, Toru Miyake, Pedro Correa De Sampaio, Michelle L Kirtley, Mariangela Natale, Chia-Chin Wu, Hikaru Sugimoto, Valerie S Lebleu, Raghu Kalluri

Faculty, Staff and Student Publications

The tumor microenvironment in pancreatic ductal adenocarcinoma (PDAC) involves a significant accumulation of fibroblasts as part of the host response to cancer. Employing single-cell RNA-sequencing, multiplex immunostaining, and several genetic mouse models, we identify carcinoma-associated fibroblasts (CAFs) with opposing functions in PDAC progression. Depletion of fibroblast activation protein (FAP)+ CAFs results in increased survival, in contrast to depletion of alpha smooth muscle actin (αSMA)+ CAFs that leads to decreased survival. Tumor-promoting FAP+ CAFs (TP-CAFs) and tumor-restraining αSMA+ CAFs (TR-CAFs) differentially regulate cancer-associated pathways and accumulation of Tregs. Improved efficacy of gemcitabine is observed when IL-6 is deleted from αSMA+ CAFs …

Histone Chaperone Asf1 Acts With Rif1 To Promote Dna End Joining In Brca1-Deficient Cells, Mengfan Tang, Zhen Chen, Chao Wang, Xu Feng, Namsoo Lee, Min Huang, Huimin Zhang, Siting Li, Yun Xiong, Junjie Chen

Faculty, Staff and Student Publications

Replication timing regulatory factor 1 (RIF1) acts downstream of p53-binding protein 53BP1 to inhibit the resection of DNA broken ends, which plays critical roles in determining the DNA double-strand break repair pathway choice between nonhomologous end joining and homologous recombination (HR). However, the mechanism by which this choice is made is not yet clear. In this study, we identified that histone chaperone protein ASF1 associates with RIF1 and regulates RIF1-dependent functions in the DNA damage response. Similar to loss of RIF1, we found that loss of ASF1 resulted in resistance to poly (ADP-ribose) polymerase (PARP) inhibition in BRCA1-deficient cells with …

Axl/Mertk Inhibitor Ono-7475 Potently Synergizes With Venetoclax And Overcomes Venetoclax Resistance To Kill F Lt 3-Itd Acute Myeloid Leukemia, Sean M Post, Huaxian Ma, Prerna Malaney, Xiaorui Zhang, Marisa J L Aitken, Po Yee Mak, Vivian R Ruvolo, Tomoko Yasuhiro, Ryohei Kozaki, Lauren E Chan, Lauren B Ostermann, Marina Konopleva, Bing Z Carter, Courtney Dinardo, Michael D Andreeff, Joseph D Khoury, Peter P Ruvolo

Faculty, Staff and Student Publications

FMS-like Tyrosine Kinase 3 (FLT3) mutation is associated with poor survival in acute myeloid leukemia (AML). The specific Anexelekto/MER Tyrosine Kinase (AXL) inhibitor, ONO-7475, kills FLT3-mutant AML cells with targets including Extracellular- signal Regulated Kinase (ERK) and Myeloid Cell Leukemia 1 (MCL1). ERK and MCL1 are known resistance factors for Venetoclax (ABT-199), a popular drug for AML therapy, prompting the investigation of the efficacy of ONO-7475 in combination with ABT-199 in vitro and in vivo. ONO-7475 synergizes with ABT-199 to potently kill FLT3-mutant acute myeloid leukemia cell lines and primary cells. ONO-7475 is effective against ABT-199-resistant cells including cells that …

Maximal Activation Of Apoptosis Signaling By Cotargeting Antiapoptotic Proteins In Bh3 Mimetic-Resistant Aml And Aml Stem Cells, Bing Z Carter, Po Yee Mak, Wenjing Tao, Qi Zhang, Vivian Ruvolo, Vinitha M Kuruvilla, Xiangmeng Wang, Duncan H Mak, Venkata L Battula, Marina Konopleva, Elias J Jabbour, Paul E Hughes, Xiaoyue Chen, Phuong K Morrow, Michael Andreeff

Faculty, Staff and Student Publications

MCL-1 is known to play a major role in resistance to BCL-2 inhibition, but the contribution of other BCL-2 family proteins has not been fully explored. We, here, demonstrate the ineffectiveness of MCL-1 inhibitor AMG176 in venetoclax-resistant, and conversely, of venetoclax in AMG176-resistant acute myelogenous leukemia (AML). Like cells with acquired resistance to venetoclax, cells with acquired resistance to AMG176 express increased MCL-1. Both cells with acquired resistance to venetoclax and to AMG176 express increased levels of BCL-2 and BCL-2A1, decreased BAX, and/or altered levels of other BCL-2 proteins. Cotargeting BCL-2 and MCL-1 was highly synergistic in AML cell lines …

The Androgen Receptor Is A Therapeutic Target In Desmoplastic Small Round Cell Sarcoma, Salah-Eddine Lamhamedi-Cherradi, Mayinuer Maitituoheti, Brian A Menegaz, Sandhya Krishnan, Amelia M Vetter, Pamela Camacho, Chia-Chin Wu, Hannah C Beird, Robert W Porter, Davis R Ingram, Vandhana Ramamoorthy, Sana Mohiuddin, David Mccall, Danh D Truong, Branko Cuglievan, P Andrew Futreal, Alejandra Ruiz Velasco, Nazanin Esmaeili Anvar, Budi Utama, Mark Titus, Alexander J Lazar, Wei-Lien Wang, Cristian Rodriguez-Aguayo, Ravin Ratan, J Andrew Livingston, Kunal Rai, A Robert Macleod, Najat C Daw, Andrea Hayes-Jordan, Joseph A Ludwig

Faculty, Staff and Student Publications

Desmoplastic small round cell tumor (DSRCT) is an aggressive, usually incurable sarcoma subtype that predominantly occurs in post-pubertal young males. Recent evidence suggests that the androgen receptor (AR) can promote tumor progression in DSRCTs. However, the mechanism of AR-induced oncogenic stimulation remains undetermined. Herein, we demonstrate that enzalutamide and AR-directed antisense oligonucleotides (AR-ASO) block 5α-dihydrotestosterone (DHT)-induced DSRCT cell proliferation and reduce xenograft tumor burden. Gene expression analysis and chromatin immunoprecipitation sequencing (ChIP-seq) were performed to elucidate how AR signaling regulates cellular epigenetic programs. Remarkably, ChIP-seq revealed novel DSRCT-specific AR DNA binding sites adjacent to key oncogenic regulators, including WT1 (the …

Inhibition Of Mitochondrial Complex I Reverses Notch1-Driven Metabolic Reprogramming In T-Cell Acute Lymphoblastic Leukemia, Natalia Baran, Alessia Lodi, Yogesh Dhungana, Shelley Herbrich, Meghan Collins, Shannon Sweeney, Renu Pandey, Anna Skwarska, Shraddha Patel, Mathieu Tremblay, Vinitha Mary Kuruvilla, Antonio Cavazos, Mecit Kaplan, Marc O Warmoes, Diogo Troggian Veiga, Ken Furudate, Shanti Rojas-Sutterin, Andre Haman, Yves Gareau, Anne Marinier, Helen Ma, Karine Harutyunyan, May Daher, Luciana Melo Garcia, Gheath Al-Atrash, Sujan Piya, Vivian Ruvolo, Wentao Yang, Sriram Saravanan Shanmugavelandy, Ningping Feng, Jason Gay, Di Du, Jun J Yang, Fieke W Hoff, Marcin Kaminski, Katarzyna Tomczak, R Eric Davis, Daniel Herranz, Adolfo Ferrando, Elias J Jabbour, M Emilia Di Francesco, David T Teachey, Terzah M Horton, Steven Kornblau, Katayoun Rezvani, Guy Sauvageau, Mihai Gagea, Michael Andreeff, Koichi Takahashi, Joseph R Marszalek, Philip L Lorenzi, Jiyang Yu, Stefano Tiziani, Trang Hoang, Marina Konopleva

Faculty, Staff and Student Publications

T-cell acute lymphoblastic leukemia (T-ALL) is commonly driven by activating mutations in NOTCH1 that facilitate glutamine oxidation. Here we identify oxidative phosphorylation (OxPhos) as a critical pathway for leukemia cell survival and demonstrate a direct relationship between NOTCH1, elevated OxPhos gene expression, and acquired chemoresistance in pre-leukemic and leukemic models. Disrupting OxPhos with IACS-010759, an inhibitor of mitochondrial complex I, causes potent growth inhibition through induction of metabolic shut-down and redox imbalance in NOTCH1-mutated and less so in NOTCH1-wt T-ALL cells. Mechanistically, inhibition of OxPhos induces a metabolic reprogramming into glutaminolysis. We show that pharmacological blockade of OxPhos combined with …

Targeting A Chemo-Induced Adaptive Signaling Circuit Confers Therapeutic Vulnerabilities In Pancreatic Cancer, Xu Feng, Mengfan Tang, Merve Dede, Dan Su, Guangsheng Pei, Dadi Jiang, Chao Wang, Zhen Chen, Mi Li, Litong Nie, Yun Xiong, Siting Li, Jeong-Min Park, Huimin Zhang, Min Huang, Klaudia Szymonowicz, Zhongming Zhao, Traver Hart, Junjie Chen

Faculty, Staff and Student Publications

Exploiting cancer vulnerabilities is critical for the discovery of anticancer drugs. However, tumor suppressors cannot be directly targeted because of their loss of function. To uncover specific vulnerabilities for cells with deficiency in any given tumor suppressor(s), we performed genome-scale CRISPR loss-of-function screens using a panel of isogenic knockout cells we generated for 12 common tumor suppressors. Here, we provide a comprehensive and comparative dataset for genetic interactions between the whole-genome protein-coding genes and a panel of tumor suppressor genes, which allows us to uncover known and new high-confidence synthetic lethal interactions. Mining this dataset, we uncover essential paralog gene …

Ezh2 Engages Tgfβ Signaling To Promote Breast Cancer Bone Metastasis Via Integrin Β1-Fak Activation, Lin Zhang, Jingkun Qu, Yutao Qi, Yimin Duan, Yu-Wen Huang, Zhifen Zhou, Ping Li, Jun Yao, Beibei Huang, Shuxing Zhang, Dihua Yu

Faculty, Staff and Student Publications

Bone metastases occur in 50-70% of patients with late-stage breast cancers and effective therapies are needed. The expression of enhancer of zeste homolog 2 (EZH2) is correlated with breast cancer metastasis, but its function in bone metastasis hasn't been well-explored. Here we report that EZH2 promotes osteolytic metastasis of breast cancer through regulating transforming growth factor beta (TGFβ) signaling. EZH2 induces cancer cell proliferation and osteoclast maturation, whereas EZH2 knockdown decreases bone metastasis incidence and outgrowth in vivo. Mechanistically, EZH2 transcriptionally increases ITGB1, which encodes for integrin β1. Integrin β1 activates focal adhesion kinase (FAK), which phosphorylates TGFβ receptor type …