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1.
Cancer Res ; 2024 Jun 04.
Article in English | MEDLINE | ID: mdl-38833522

ABSTRACT

Recurrent somatic mutations in the BAF chromatin remodeling complex subunit ARID1A occur frequently in advanced urothelial carcinoma, endometrial cancers, and ovarian clear cell carcinoma, creating an alternative chromatin state that may be exploited therapeutically. The histone methyltransferase EZH2 has previously been identified as targetable vulnerability in the context of ARID1A mutations. Here, we describe the discovery of tulmimetostat, an orally available, clinical stage EZH2 inhibitor and elucidate its therapeutic potential for treating ARID1A mutant tumors. Tulmimetostat administration achieved efficacy in multiple ARID1A mutant bladder, ovarian, and endometrial tumor models and improved cisplatin response in chemotherapy-resistant models. Consistent with its comprehensive and durable level of target coverage, tulmimetostat demonstrated greater efficacy than other PRC2-targeted inhibitors at comparable or lower exposures in a bladder cancer xenograft mouse model. Tulmimetostat mediated extensive changes in gene expression in addition to a profound reduction in global H3K27me3 levels in tumors. Phase I clinical pharmacokinetic and pharmacodynamic data indicated that tulmimetostat exhibits durable exposure and profound target engagement. Importantly, a tulmimetostat controlled gene expression signature identified in whole blood from a cohort of 32 cancer patients correlated with tulmimetostat exposure, representing a pharmacodynamic marker for the assessment of target coverage for PRC2-targeted agents in the clinic. Collectively, this data suggests that tulmimetostat has the potential to achieve clinical benefit in solid tumors as a monotherapy but also in combination with chemotherapeutic agents and may be beneficial in various indications with recurrent ARID1A mutations.

2.
J Med Chem ; 64(10): 6730-6744, 2021 05 27.
Article in English | MEDLINE | ID: mdl-33955740

ABSTRACT

Inhibition of hydroxy acid oxidase 1 (HAO1) is a strategy to mitigate the accumulation of toxic oxalate that results from reduced activity of alanine-glyoxylate aminotransferase (AGXT) in primary hyperoxaluria 1 (PH1) patients. DNA-Encoded Chemical Library (DECL) screening provided two novel chemical series of potent HAO1 inhibitors, represented by compounds 3-6. Compound 5 was further optimized via various structure-activity relationship (SAR) exploration methods to 29, a compound with improved potency and absorption, distribution, metabolism, and excretion (ADME)/pharmacokinetic (PK) properties. Since carboxylic acid-containing compounds are often poorly permeable and have potential active glucuronide metabolites, we undertook a brief, initial exploration of acid replacements with the aim of identifying non-acid-containing HAO1 inhibitors. Structure-based drug design initiated with Compound 5 led to the identification of a nonacid inhibitor of HAO1, 31, which has weaker potency and increased permeability.


Subject(s)
Alcohol Oxidoreductases/antagonists & inhibitors , DNA/chemistry , Small Molecule Libraries/chemistry , Alcohol Oxidoreductases/metabolism , Animals , Binding Sites , Crystallography, X-Ray , DNA/metabolism , Drug Design , Half-Life , Humans , Hyperoxaluria, Primary/metabolism , Hyperoxaluria, Primary/pathology , Indoles/chemistry , Indoles/metabolism , Male , Mice , Molecular Docking Simulation , Small Molecule Libraries/metabolism , Structure-Activity Relationship , Thiazoles/chemistry , Thiazoles/metabolism , Transaminases/genetics , Transaminases/metabolism
3.
J Med Chem ; 64(8): 5049-5066, 2021 04 22.
Article in English | MEDLINE | ID: mdl-33844532

ABSTRACT

Bispecific degraders (PROTACs) of ERα are expected to be advantageous over current inhibitors of ERα signaling (aromatase inhibitors/SERMs/SERDs) used to treat ER+ breast cancer. Information from DNA-encoded chemical library (DECL) screening provides a method to identify novel PROTAC binding features as the linker positioning, and binding elements are determined directly from the screen. After screening ∼120 billion DNA-encoded molecules with ERα WT and 3 gain-of-function (GOF) mutants, with and without estradiol to identify features that enrich ERα competitively, the off-DNA synthesized small molecule exemplar 7 exhibited nanomolar ERα binding, antagonism, and degradation. Click chemistry synthesis on an alkyne E3 ligase engagers panel and an azide variant of 7 rapidly generated bispecific nanomolar degraders of ERα, with PROTACs 18 and 21 inhibiting ER+ MCF7 tumor growth in a mouse xenograft model of breast cancer. This study validates this approach toward identifying novel bispecific degrader leads from DECL screening with minimal optimization.


Subject(s)
DNA/chemistry , Estrogen Receptor alpha/metabolism , Small Molecule Libraries/chemistry , Animals , Breast Neoplasms/drug therapy , Cell Line, Tumor , Cell Survival/drug effects , Click Chemistry , DNA/metabolism , Estrogen Antagonists/chemistry , Estrogen Antagonists/metabolism , Estrogen Antagonists/pharmacology , Estrogen Antagonists/therapeutic use , Estrogen Receptor alpha/chemistry , Estrogen Receptor alpha/genetics , Female , Half-Life , Humans , Indoles/chemistry , Indoles/metabolism , Kinetics , Mice , Small Molecule Libraries/metabolism , Small Molecule Libraries/pharmacology , Small Molecule Libraries/therapeutic use , Structure-Activity Relationship , Xenograft Model Antitumor Assays
4.
J Biol Chem ; 296: 100349, 2021.
Article in English | MEDLINE | ID: mdl-33524394

ABSTRACT

The histone methyltransferase EZH2 has been the target of numerous small-molecule inhibitor discovery efforts over the last 10+ years. Emerging clinical data have provided early evidence for single agent activity with acceptable safety profiles for first-generation inhibitors. We have developed kinetic methodologies for studying EZH2-inhibitor-binding kinetics that have allowed us to identify a unique structural modification that results in significant increases in the drug-target residence times of all EZH2 inhibitor scaffolds we have studied. The unexpected residence time enhancement bestowed by this modification has enabled us to create a series of second-generation EZH2 inhibitors with sub-pM binding affinities. We provide both biophysical evidence validating this sub-pM potency and biological evidence demonstrating the utility and relevance of such high-affinity interactions with EZH2.


Subject(s)
Enhancer of Zeste Homolog 2 Protein/antagonists & inhibitors , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/pharmacology , Allosteric Regulation/drug effects , Animals , Drug Discovery , Enhancer of Zeste Homolog 2 Protein/metabolism , Female , HeLa Cells , Humans , Mice, SCID , Small Molecule Libraries/chemistry , Small Molecule Libraries/pharmacology
5.
ACS Med Chem Lett ; 11(6): 1205-1212, 2020 Jun 11.
Article in English | MEDLINE | ID: mdl-32551002

ABSTRACT

Histone methyltransferase EZH2, which is the catalytic subunit of the PRC2 complex, catalyzes the methylation of histone H3K27-a transcriptionally repressive post-translational modification (PTM). EZH2 is commonly mutated in hematologic malignancies and frequently overexpressed in solid tumors, where its expression level often correlates with poor prognosis. First generation EZH2 inhibitors are beginning to show clinical benefit, and we believe that a second generation EZH2 inhibitor could further build upon this foundation to fully realize the therapeutic potential of EZH2 inhibition. During our medicinal chemistry campaign, we identified 4-thiomethyl pyridone as a key modification that led to significantly increased potency and prolonged residence time. Leveraging this finding, we optimized a series of EZH2 inhibitors, with enhanced antitumor activity and improved physiochemical properties, which have the potential to expand the clinical use of EZH2 inhibition.

6.
Methods Mol Biol ; 1470: 247-60, 2016.
Article in English | MEDLINE | ID: mdl-27581298

ABSTRACT

High-throughput RNA interference (HT-RNAi) screening is an effective technology to help identify important genes and pathways involved in a biological process. Analysis of high-throughput RNAi screening data is a critical part of this technology, and many analysis methods have been described. Here, we summarize the workflow and types of analyses commonly used in high-throughput RNAi screening.


Subject(s)
High-Throughput Screening Assays/methods , RNA Interference , Quality Control , RNA, Small Interfering , Workflow
7.
Bioorg Med Chem Lett ; 26(17): 4350-4, 2016 09 01.
Article in English | MEDLINE | ID: mdl-27476424

ABSTRACT

This communication describes the identification and optimization of a series of pan-KDM5 inhibitors derived from compound 1, a hit initially identified against KDM4C. Compound 1 was optimized to afford compound 20, a 10nM inhibitor of KDM5A. Compound 20 is highly selective for the KDM5 enzymes versus other histone lysine demethylases and demonstrates activity in a cellular assay measuring the increase in global histone 3 lysine 4 tri-methylation (H3K4me3). In addition compound 20 has good ADME properties, excellent mouse PK, and is a suitable starting point for further optimization.


Subject(s)
Enzyme Inhibitors/pharmacology , Retinoblastoma-Binding Protein 2/antagonists & inhibitors , Animals , Binding Sites , Blotting, Western , Cell Line , Drug Discovery , Enzyme Activation/drug effects , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/isolation & purification , Humans , Inhibitory Concentration 50 , Mice , Microsomes, Liver/enzymology , Models, Molecular , Rats
8.
Nat Chem Biol ; 12(7): 531-8, 2016 07.
Article in English | MEDLINE | ID: mdl-27214401

ABSTRACT

The KDM5 family of histone demethylases catalyzes the demethylation of histone H3 on lysine 4 (H3K4) and is required for the survival of drug-tolerant persister cancer cells (DTPs). Here we report the discovery and characterization of the specific KDM5 inhibitor CPI-455. The crystal structure of KDM5A revealed the mechanism of inhibition of CPI-455 as well as the topological arrangements of protein domains that influence substrate binding. CPI-455 mediated KDM5 inhibition, elevated global levels of H3K4 trimethylation (H3K4me3) and decreased the number of DTPs in multiple cancer cell line models treated with standard chemotherapy or targeted agents. These findings show that pretreatment of cancer cells with a KDM5-specific inhibitor results in the ablation of a subpopulation of cancer cells that can serve as the founders for therapeutic relapse.


Subject(s)
Antineoplastic Agents/pharmacology , Drug Resistance, Neoplasm/drug effects , Enzyme Inhibitors/pharmacology , Neoplasms/drug therapy , Neoplasms/pathology , Retinoblastoma-Binding Protein 2/antagonists & inhibitors , Antineoplastic Agents/chemistry , Cell Survival/drug effects , Dose-Response Relationship, Drug , Drug Screening Assays, Antitumor , Enzyme Inhibitors/chemistry , Humans , Models, Molecular , Molecular Structure , Retinoblastoma-Binding Protein 2/metabolism , Structure-Activity Relationship
9.
Cancer Res ; 76(7): 1975-88, 2016 04 01.
Article in English | MEDLINE | ID: mdl-26837761

ABSTRACT

Lysine-specific demethylase 1 (KDM1A) is a transcriptional coregulator that can function in both the activation and repression of gene expression, depending upon context. KDM1A plays an important role in hematopoiesis and was identified as a dependency factor in leukemia stem cell populations. Therefore, we investigated the consequences of inhibiting KDM1A in a panel of cell lines representing all acute myelogenous leukemia (AML) subtypes using selective, reversible and irreversible KDM1A small-molecule inhibitors. Cell models of AML, CML, and T-ALL were potently affected by KDM1A inhibition, and cells bearing RUNX1-RUNX1T1 (AML1-ETO) translocations were especially among the most sensitive. RNAi-mediated silencing of KDM1A also effectively suppressed growth of RUNX1-RUNX1T1-containing cell lines. Furthermore, pharmacologic inhibition of KDM1A resulted in complete abrogation of tumor growth in an AML xenograft model harboring RUNX1-RUNX1T1 translocations. We unexpectedly found that KDM1A-targeting compounds not only inhibited the catalytic activity of the enzyme, but evicted KDM1A from target genes. Accordingly, compound-mediated KDM1A eviction was associated with elevated levels of local histone H3 lysine 4 dimethylation, and increased target gene expression, which was further accompanied by cellular differentiation and induction of cell death. Finally, our finding that KDM1A inhibitors effectively synergize with multiple conventional as well as candidate anti-AML agents affords a framework for potential future clinical application. Cancer Res; 76(7); 1975-88. ©2016 AACR.


Subject(s)
Histone Demethylases/metabolism , Leukemia, Myeloid, Acute/genetics , Cell Line, Tumor , Histone Demethylases/genetics , Humans , Protein Processing, Post-Translational , Transfection
10.
Chem Biol ; 21(11): 1463-75, 2014 Nov 20.
Article in English | MEDLINE | ID: mdl-25457180

ABSTRACT

The histone lysine methyltransferase (MT) Enhancer of Zeste Homolog 2 (EZH2) is considered an oncogenic driver in a subset of germinal center B-cell-like diffuse large B cell lymphoma (GCB-DLBCL) and follicular lymphoma due to the presence of recurrent, monoallelic mutations in the EZH2 catalytic domain. These genomic data suggest that targeting the EZH2 MT activity is a valid therapeutic strategy for the treatment of lymphoma patients with EZH2 mutations. Here we report the identification of highly potent and selective EZH2 small molecule inhibitors, their validation by a cellular thermal shift assay, application across a large cell panel representing various non-Hodgkin's lymphoma (NHL) subtypes, and their efficacy in EZH2mutant-containing GCB-DLBCL xenograft models. Surprisingly, our EZH2 inhibitors selectively affect the turnover of trimethylated, but not monomethylated histone H3 lysine 27 at pharmacologically relevant doses. Importantly, we find that these inhibitors are broadly efficacious also in NHL models with wild-type EZH2.


Subject(s)
Apoptosis/drug effects , Enzyme Inhibitors/toxicity , Histones/metabolism , Polycomb Repressive Complex 2/antagonists & inhibitors , Small Molecule Libraries/toxicity , Amino Acid Sequence , Animals , Cell Line, Tumor , Cell Proliferation/drug effects , Disease Models, Animal , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/therapeutic use , Histones/chemistry , Humans , Kinetics , Lymphoma, Large B-Cell, Diffuse/drug therapy , Lymphoma, Large B-Cell, Diffuse/pathology , Lymphoma, Non-Hodgkin/metabolism , Lymphoma, Non-Hodgkin/pathology , Methylation , Mice , Mice, Nude , Mutation , Peptides/analysis , Polycomb Repressive Complex 2/genetics , Polycomb Repressive Complex 2/metabolism , Small Molecule Libraries/chemistry , Small Molecule Libraries/therapeutic use , Transplantation, Heterologous
11.
PLoS One ; 7(9): e45614, 2012.
Article in English | MEDLINE | ID: mdl-23029135

ABSTRACT

BACKGROUND: Maxillary sinus carcinoma (MSC) is a rare cancer of the head and neck region. Patients are treated with surgery, radiation therapy, and chemotherapy and the treatment regimen is based on patient's age, general health condition, disease stage, and its extent of spread. There is very little information available on the genetics of this disease. DNA content based flow sorting of tumor cells followed by array comparative genomic hybridization allows for high definition global assessment of distinct clonal changes within tumor populations. METHODS: We applied this technique to primary and metastatic samples collected from a patient with radio- and chemotherapy refractory maxillary sinus carcinoma to gauge the progression of this disease. RESULTS: A clonal KIT amplicon was present in aneuploid populations sorted from the primary tumor and in divergent subclones arising in metastatic foci found in the brain, lung, and jejunum. The evolution of these subclones was associated with distinct genetic aberrations and DNA ploidies. CONCLUSION: The information presented here paves the path to understanding the development and progression of this disease.


Subject(s)
Maxillary Sinus Neoplasms/genetics , Antineoplastic Agents/therapeutic use , Comparative Genomic Hybridization , Humans , Maxillary Sinus Neoplasms/pathology , Maxillary Sinus Neoplasms/therapy , Neoplasm Metastasis , Radiotherapy
12.
PLoS One ; 7(5): e37029, 2012.
Article in English | MEDLINE | ID: mdl-22649506

ABSTRACT

BACKGROUND: Olfactory neuroblastoma (ONB) is a rare cancer of the sinonasal tract with little molecular characterization. We performed whole genome sequencing (WGS) on paired normal and tumor DNA from a patient with metastatic-ONB to identify the somatic alterations that might be drivers of tumorigenesis and/or metastatic progression. METHODOLOGY/PRINCIPAL FINDINGS: Genomic DNA was isolated from fresh frozen tissue from a metastatic lesion and whole blood, followed by WGS at >30X depth, alignment and mapping, and mutation analyses. Sanger sequencing was used to confirm selected mutations. Sixty-two somatic short nucleotide variants (SNVs) and five deletions were identified inside coding regions, each causing a non-synonymous DNA sequence change. We selected seven SNVs and validated them by Sanger sequencing. In the metastatic ONB samples collected several months prior to WGS, all seven mutations were present. However, in the original surgical resection specimen (prior to evidence of metastatic disease), mutations in KDR, MYC, SIN3B, and NLRC4 genes were not present, suggesting that these were acquired with disease progression and/or as a result of post-treatment effects. CONCLUSIONS/SIGNIFICANCE: This work provides insight into the evolution of ONB cancer cells and provides a window into the more complex factors, including tumor clonality and multiple driver mutations.


Subject(s)
Esthesioneuroblastoma, Olfactory/genetics , Genetic Variation , Genome/genetics , Nasal Cavity , Neoplasm Metastasis/genetics , Nose Neoplasms/genetics , Adult , Base Sequence , DNA Copy Number Variations , Gene Library , Genes, Neoplasm/genetics , Humans , Male , Molecular Sequence Data , Mutation/genetics , Polymorphism, Single Nucleotide , Sequence Analysis, DNA
13.
J Cell Sci ; 125(Pt 18): 4253-63, 2012 Sep 15.
Article in English | MEDLINE | ID: mdl-22718346

ABSTRACT

The Forkhead transcription factor, FoxO3a, is a known suppressor of primary tumor growth through transcriptional regulation of key genes regulating cell cycle arrest and apoptosis. In many types of cancer, in response to growth factor signaling, FoxO3a is phosphorylated by Akt, resulting in its exclusion from the nucleus. Here we show that FoxO3a remains nuclear in anaplastic thyroid carcinoma (ATC). This correlates with lack of Akt phosphorylation at serine473 in ATC cell lines and tissues of ATC patients, providing a potential explanation for nuclear FoxO3a. Mechanistically, nuclear FoxO3a promotes cell cycle progression by transcriptional upregulation of cyclin A1, promoting proliferation of human ATC cells. Silencing FoxO3a with a reverse genetics approach leads to downregulation of CCNA1 mRNA and protein. These combined data suggest an entirely novel function for FoxO3a in ATC promotion by enhancing cell cycle progression and tumor growth through transcriptional upregulation of cyclin A1. This is clinically relevant since we detected highly elevated CCNA1 mRNA and protein levels in tumor tissues of ATC patients. Our data indicate therapeutic inactivation of FoxO3a may lead to attenuation of tumor expansion in ATC. This new paradigm also suggests caution in relation to current dogma focused upon reactivation of FoxO3a as a therapeutic strategy against cancers harboring active PI3-K and Akt signaling pathways.


Subject(s)
Cyclin A1/genetics , Forkhead Transcription Factors/metabolism , Gene Expression Regulation, Neoplastic , Thyroid Neoplasms/genetics , Thyroid Neoplasms/pathology , Transcription, Genetic , Base Sequence , Cell Line, Tumor , Cell Nucleus/metabolism , Cell Proliferation , Cyclin A1/metabolism , Forkhead Box Protein O3 , Gene Silencing , HEK293 Cells , Humans , Molecular Sequence Data , Promoter Regions, Genetic/genetics , Proto-Oncogene Proteins c-akt/metabolism , Thyroid Carcinoma, Anaplastic , Thyroid Neoplasms/enzymology , Thyroid Neoplasms/therapy
14.
Blood ; 119(12): 2863-72, 2012 Mar 22.
Article in English | MEDLINE | ID: mdl-22267604

ABSTRACT

To identify rational therapeutic combinations with cytarabine (Ara-C), we developed a high-throughput, small-interference RNA (siRNA) platform for myeloid leukemia cells. Of 572 kinases individually silenced in combination with Ara-C, silencing of 10 (1.7%) and 8 (1.4%) kinases strongly increased Ara-C activity in TF-1 and THP-1 cells, respectively. The strongest molecular concepts emerged around kinases involved in cell-cycle checkpoints and DNA-damage repair. In confirmatory siRNA assays, inhibition of WEE1 resulted in more potent and universal sensitization across myeloid cell lines than siRNA inhibition of PKMYT1, CHEK1, or ATR. Treatment of 8 acute myeloid leukemia (AML), acute lymphoblastic leukemia (ALL), and chronic myeloid leukemia (CML) cell lines with commercial and the first-in-class clinical WEE1 kinase inhibitor MK1775 confirmed sensitization to Ara-C up to 97-fold. Ex vivo, adding MK1775 substantially reduced viability in 13 of 14 AML, CML, and myelodysplastic syndrome patient samples compared with Ara-C alone. Maximum sensitization occurred at lower to moderate concentrations of both drugs. Induction of apoptosis was increased using a combination of Ara-C and MK1775 compared with using either drug alone. WEE1 is expressed in primary AML, ALL, and CML specimens. Data from this first siRNA-kinome sensitizer screen suggests that inhibiting WEE1 in combination with Ara-C is a rational combination for the treatment of myeloid and lymphoid leukemias.


Subject(s)
Antimetabolites, Antineoplastic/pharmacology , Cell Cycle Proteins/metabolism , Cytarabine/pharmacology , Leukemia, Myeloid/enzymology , Nuclear Proteins/metabolism , Phosphotransferases/analysis , Protein-Tyrosine Kinases/metabolism , Blotting, Western , Cell Line, Tumor , Drug Screening Assays, Antitumor , High-Throughput Screening Assays , Humans , Phosphotransferases/metabolism , RNA, Small Interfering , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction
15.
Lung Cancer ; 76(2): 191-6, 2012 May.
Article in English | MEDLINE | ID: mdl-22115706

ABSTRACT

INTRODUCTION: The Hedgehog Signaling Pathway (HHSP) has been implicated in the development of multiple cancers. HHSP activation may primarily be hedgehog ligand-dependent in non-small cell lung cancer (NSCLC); while a subset may be ligand-independent. In this study NSCLC primary tumors were used to identify correlations between multiple biomarkers thought to be involved in the HHSP and the clinical outcomes of patients with NSCLC. Identification of such correlations could be used to aid in NSCLC treatment and predicting patient prognosis. METHODS: A tissue microarray representing 248 clinically annotated stage I-II NSCLC cases was stained using immunohistochemistry (IHC) and scored for HHSP proteins namely, SHH, PTCH1, SMO, GLI1, and GLI2; as well as, ALDH1A1, a putative cancer stem cell marker. Data was analyzed for correlation between IHC staining, EGFR and KRAS mutations, and clinical characteristics including relapse-free survival (RFS) and overall survival (OS). RESULTS: In adenocarcinoma, there were significant correlations of IHC expression between SHH and downstream HHSP receptor SMO (p=0.017) and transcription factor GLI1 (p=0.001), while SMO correlated with GLI1 (p=0.007). In squamous cell carcinoma, SHH significantly correlated with GLI2 protein expression (p=0.003). After multiple testing correction, there was no significant correlation between any of the six markers and RFS or OS. CONCLUSIONS: Key downstream components of the HHSP show correlation with sonic hedgehog ligand (SHH) expression, suggesting that ligand-dependent signaling is more prevalent in primary NSCLC tumors. Surprisingly, in early-stage NSCLC, there were no significant correlations between HHSP proteins or ALDH1A1 and RFS or OS.


Subject(s)
Aldehyde Dehydrogenase/biosynthesis , Carcinoma, Non-Small-Cell Lung/metabolism , Hedgehog Proteins/metabolism , Lung Neoplasms/metabolism , Adult , Aged , Aged, 80 and over , Aldehyde Dehydrogenase/genetics , Aldehyde Dehydrogenase/metabolism , Aldehyde Dehydrogenase 1 Family , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Carcinoma, Non-Small-Cell Lung/enzymology , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Disease-Free Survival , ErbB Receptors/genetics , ErbB Receptors/metabolism , Female , Hedgehog Proteins/genetics , Humans , Immunohistochemistry/methods , Kruppel-Like Transcription Factors/genetics , Kruppel-Like Transcription Factors/metabolism , Ligands , Lung Neoplasms/enzymology , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Male , Middle Aged , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins/metabolism , Proto-Oncogene Proteins p21(ras) , Receptors, G-Protein-Coupled/genetics , Receptors, G-Protein-Coupled/metabolism , Retinal Dehydrogenase , Signal Transduction , Smoothened Receptor , Transcription Factors/genetics , Transcription Factors/metabolism , Zinc Finger Protein Gli2 , ras Proteins/genetics , ras Proteins/metabolism
16.
Mol Cancer Res ; 9(6): 724-32, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21536687

ABSTRACT

To identify novel targets in pancreatic cancer cells, we used high-throughput RNAi (HT-RNAi) to select genes that, when silenced, would decrease viability of pancreatic cancer cells. The HT-RNAi screen involved reverse transfecting the pancreatic cancer cell line BxPC3 with a siRNA library targeting 572 kinases. From replicate screens, approximately 32 kinases were designated as hits, of which 22 kinase targets were selected for confirmation and validation. One kinase identified as a hit from this screen was tyrosine kinase nonreceptor 1 (TNK1), a kinase previously identified as having tumor suppressor-like properties in embryonic stem cells. Silencing of TNK1 with siRNA showed reduced proliferation in a panel of pancreatic cancer cell lines. Furthermore, we showed that silencing of TNK1 led to increased apoptosis through a caspase-dependent pathway and that targeting TNK1 with siRNA can synergize with gemcitabine treatment. Despite previous reports that TNK1 affects Ras and NF-κB signaling, we did not find similar correlations with these pathways in pancreatic cancer cells. Our results suggest that TNK1 in pancreatic cancer cells does not possess the same tumor suppressor properties seen in embryonic cells but seems to be involved in growth and survival. The application of functional genomics by using HT-RNAi screens has allowed us to identify TNK1 as a growth-associated kinase in pancreatic cancer cells.


Subject(s)
Fetal Proteins/physiology , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Protein-Tyrosine Kinases/physiology , RNA, Small Interfering/genetics , Apoptosis , Cell Line, Tumor , Cell Proliferation , Deoxycytidine/analogs & derivatives , Deoxycytidine/pharmacology , Dose-Response Relationship, Drug , Fetal Proteins/genetics , Gene Silencing , High-Throughput Screening Assays , Humans , Protein-Tyrosine Kinases/genetics , Gemcitabine
17.
PLoS One ; 6(4): e18306, 2011 Apr 04.
Article in English | MEDLINE | ID: mdl-21483694

ABSTRACT

Simvastatin and lovastatin are statins traditionally used for lowering serum cholesterol levels. However, there exists evidence indicating their potential chemotherapeutic characteristics in cancer. In this study, we used bioinformatic analysis of publicly available data in order to systematically identify the genes involved in resistance to cytotoxic effects of these two drugs in the NCI60 cell line panel. We used the pharmacological data available for all the NCI60 cell lines to classify simvastatin or lovastatin resistant and sensitive cell lines, respectively. Next, we performed whole-genome single marker case-control association tests for the lovastatin and simvastatin resistant and sensitive cells using their publicly available Affymetrix 125K SNP genomic data. The results were then evaluated using RNAi methodology. After correction of the p-values for multiple testing using False Discovery Rate, our results identified three genes (NRP1, COL13A1, MRPS31) and six genes (EAF2, ANK2, AKAP7, STEAP2, LPIN2, PARVB) associated with resistance to simvastatin and lovastatin, respectively. Functional validation using RNAi confirmed that silencing of EAF2 expression modulated the response of HCT-116 colon cancer cells to both statins. In summary, we have successfully utilized the publicly available data on the NCI60 cell lines to perform whole-genome association studies for simvastatin and lovastatin. Our results indicated genes involved in the cellular response to these statins and siRNA studies confirmed the role of the EAF2 in response to these drugs in HCT-116 colon cancer cells.


Subject(s)
Databases, Factual , Genomics , Lovastatin/pharmacology , RNA Interference , Simvastatin/pharmacology , Transcription Factors/deficiency , Transcription Factors/genetics , Drug Resistance, Neoplasm/genetics , HCT116 Cells , HT29 Cells , Humans , Polymorphism, Single Nucleotide/genetics , RNA, Small Interfering/genetics
18.
Int J Cancer ; 129(11): 2621-31, 2011 Dec 01.
Article in English | MEDLINE | ID: mdl-21448905

ABSTRACT

Brain metastasis (BM) can affect ∼ 25% of nonsmall cell lung cancer (NSCLC) patients during their lifetime. Efforts to characterize patients that will develop BM have been disappointing. microRNAs (miRNAs) regulate the expression of target mRNAs. miRNAs play a role in regulating a variety of targets and, consequently, multiple pathways, which make them a powerful tool for early detection of disease, risk assessment, and prognosis. We investigated miRNAs that may serve as biomarkers to differentiate between NSCLC patients with and without BM. miRNA microarray profiling was performed on samples from clinically matched NSCLC from seven patients with BM (BM+) and six without BM (BM-). Using t-test and further qRT-PCR validation, eight miRNAs were confirmed to be significantly differentially expressed. Of these, expression of miR-328 and miR-330-3p were able to correctly classify BM+ vs. BM- patients. This classifier was used on a validation cohort (n = 15), and it correctly classified 12/15 patients. Gene expression analysis comparing A549 parental and A549 cells stably transfected to over-express miR-328 (A549-328) identified several significantly differentially expressed genes. PRKCA was one of the genes over-expressed in A549-328 cells. Additionally, A549-328 cells had significantly increased cell migration compared to A549 cells, which was significantly reduced upon PRKCA knockdown. In summary, miR-328 has a role in conferring migratory potential to NSCLC cells working in part through PRKCA and with further corroboration in additional independent cohorts, these miRNAs may be incorporated into clinical treatment decision making to stratify NSCLC patients at higher risk for developing BM.


Subject(s)
Adenocarcinoma/genetics , Brain Neoplasms/genetics , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Squamous Cell/genetics , Cell Movement , Lung Neoplasms/genetics , MicroRNAs/genetics , Adenocarcinoma/secondary , Adult , Aged , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Blotting, Western , Brain Neoplasms/secondary , Carcinoma, Non-Small-Cell Lung/secondary , Carcinoma, Squamous Cell/secondary , Cell Adhesion , Cell Proliferation , Female , Gene Expression Profiling , Humans , Lung Neoplasms/pathology , Male , Middle Aged , Oligonucleotide Array Sequence Analysis , Protein Kinase C-alpha/antagonists & inhibitors , Protein Kinase C-alpha/genetics , Protein Kinase C-alpha/metabolism , RNA, Messenger/genetics , RNA, Small Interfering/genetics , Reverse Transcriptase Polymerase Chain Reaction , Tumor Cells, Cultured
19.
Methods Mol Biol ; 700: 271-90, 2011.
Article in English | MEDLINE | ID: mdl-21204040

ABSTRACT

Experimental alteration of gene expression is a powerful technique for functional characterization of disease genes. RNA interference (RNAi) is a naturally occurring mechanism of gene regulation, which is triggered by the introduction of double-stranded RNA into a cell. This phenomenon can be synthetically exploited to down-regulate expression of specific genes by transfecting mammalian cells with synthetic short interfering RNAs (siRNAs). These siRNAs can be designed to silence the expression of specific genes bearing a particular target sequence in high-throughput (HT) siRNA experimental systems and may potentially be presented as a therapeutic strategy for inhibiting transcriptional regulation of genes. This can constitute a strategy that can inhibit targets that are not tractable by small molecules such as chemical compounds. Large-scale experiments using low-dose drug exposure combined with siRNA also represent a promising discovery strategy for the purpose of identifying synergistic targets that facilitate synthetic lethal combination phenotypes. In light of such advantageous applications, siRNA technology has become an ideal research tool for studying gene function. In this chapter, we focus on the application of RNAi, with particular focus on HT siRNA phenotype profiling, to support cellular pharmacogenomics.


Subject(s)
Genome-Wide Association Study/methods , Pharmacogenetics/methods , RNA Interference , Drug Delivery Systems , Drug Discovery , Gene Expression Profiling , High-Throughput Screening Assays/methods , Humans , Microarray Analysis/methods
20.
J Clin Endocrinol Metab ; 95(12): 5338-47, 2010 Dec.
Article in English | MEDLINE | ID: mdl-20810568

ABSTRACT

CONTEXT: Anaplastic thyroid carcinoma (ATC) is a highly aggressive carcinoma in need of therapeutic options. One critical component of drug discovery is the availability of well-characterized cell lines for identification of molecular mechanisms related to tumor biology and drug responsiveness. Up to 42% of human thyroid cancer cell lines are redundant or not of correct tissue origin, and a comprehensive analysis is currently nonexistent. Mechanistically, RhoB has been identified as a novel molecular target for ATC therapy. OBJECTIVE: The aim was to develop four ATC cell lines detailing genetic, molecular, and phenotypic characteristics and to test five classes of drugs on the cell lines to determine whether they inhibited cell proliferation in a RhoB-dependent fashion. DESIGN: Four cell lines were derived from ATC tumors. Short tandem DNA repeat and mutational status of the originating tumors and cell lines were performed along with molecular and phenotypic characterizations. Compounds were tested for growth inhibition and ability to up-regulate RhoB. RESULTS: Cell line authenticity was confirmed by DNA short tandem repeat analysis. Each proved unique regarding expression of thyroid markers, oncogene status, amplified and deleted genes, and proliferative growth rates. FTI-277, GGTI-286, lovastatin, romidepsin, and UCN-01 up-regulated RhoB and inhibited cell proliferation in a dose-responsive fashion with only romidepsin and FTI-277 being RhoB dependent. CONCLUSIONS: Molecular descriptions of thyroid lines were matched to the originating tumors, setting a new standard for cell line characterization. Furthermore, suppressed RhoB is implicated as a molecular target for therapy against ATC because five classes of drugs up-regulate RhoB and inhibit growth dose-responsively.


Subject(s)
Antineoplastic Agents/therapeutic use , Microsatellite Repeats/genetics , Mutation , rhoB GTP-Binding Protein/metabolism , Antineoplastic Agents/pharmacology , Apoptosis/drug effects , Blotting, Western , Cell Division/drug effects , Cell Line, Tumor , DNA Fingerprinting , DNA, Neoplasm/genetics , DNA, Neoplasm/isolation & purification , Dimethyl Sulfoxide/pharmacology , Flow Cytometry , Genetic Markers , Humans , Thyroid Carcinoma, Anaplastic , Thyroid Neoplasms/drug therapy , Thyroid Neoplasms/genetics , Thyroid Neoplasms/pathology , Transfection , rhoB GTP-Binding Protein/drug effects , rhoB GTP-Binding Protein/genetics
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