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1.
Breast Cancer Res ; 18(1): 58, 2016 06 01.
Article in English | MEDLINE | ID: mdl-27246191

ABSTRACT

BACKGROUND: Therapies targeting estrogenic stimulation in estrogen receptor-positive (ER+) breast cancer (BC) reduce mortality, but resistance remains a major clinical problem. Molecular studies have shown few high-frequency mutations to be associated with endocrine resistance. In contrast, expression profiling of primary ER+ BC samples has identified several promising signatures/networks for targeting. METHODS: To identify common adaptive mechanisms associated with resistance to aromatase inhibitors (AIs), we assessed changes in global gene expression during adaptation to long-term estrogen deprivation (LTED) in a panel of ER+ BC cell lines cultured in 2D on plastic (MCF7, T47D, HCC1428, SUM44 and ZR75.1) or in 3D on collagen (MCF7) to model the stromal compartment. Furthermore, dimethyl labelling followed by LC-MS/MS was used to assess global changes in protein abundance. The role of target genes/proteins on proliferation, ER-mediated transcription and recruitment of ER to target gene promoters was analysed. RESULTS: The cholesterol biosynthesis pathway was the common upregulated pathway in the ER+ LTED but not the ER- LTED cell lines, suggesting a potential mechanism dependent on continued ER expression. Targeting the individual genes of the cholesterol biosynthesis pathway with siRNAs caused a 30-50 % drop in proliferation. Further analysis showed increased expression of 25-hydroxycholesterol (HC) in the MCF7 LTED cells. Exogenous 25-HC or 27-HC increased ER-mediated transcription and expression of the endogenous estrogen-regulated gene TFF1 in ER+ LTED cells but not in the ER- LTED cells. Additionally, recruitment of the ER and CREB-binding protein (CBP) to the TFF1 and GREB1 promoters was increased upon treatment with 25-HC and 27-HC. In-silico analysis of two independent studies of primary ER+ BC patients treated with neoadjuvant AIs showed that increased expression of MSMO1, EBP, LBR and SQLE enzymes, required for cholesterol synthesis and increased in our in-vitro models, was significantly associated with poor response to endocrine therapy. CONCLUSION: Taken together, these data provide support for the role of cholesterol biosynthesis enzymes and the cholesterol metabolites, 25-HC and 27-HC, in a novel mechanism of resistance to endocrine therapy in ER+ BC that has potential as a therapeutic target.


Subject(s)
Antineoplastic Agents, Hormonal/pharmacology , Biosynthetic Pathways , Breast Neoplasms/metabolism , Cholesterol/biosynthesis , Drug Resistance, Neoplasm , Estrogens/metabolism , Receptors, Estrogen/metabolism , Antineoplastic Agents, Hormonal/therapeutic use , Biomarkers , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Breast Neoplasms/mortality , Cell Line, Tumor , Cell Proliferation/drug effects , Cholesterol Esters/metabolism , Drug Resistance, Neoplasm/genetics , Female , Gene Expression Profiling , Gene Expression Regulation, Enzymologic , Gene Expression Regulation, Neoplastic , Humans , Phenotype , Prognosis , Proteome , Proteomics/methods , RNA Interference , Transcriptome , Treatment Outcome
2.
EMBO J ; 31(12): 2770-83, 2012 Jun 13.
Article in English | MEDLINE | ID: mdl-22549468

ABSTRACT

Caspases have been extensively studied as critical initiators and executioners of cell death pathways. However, caspases also take part in non-apoptotic signalling events such as the regulation of innate immunity and activation of nuclear factor-κB (NF-κB). How caspases are activated under these conditions and process a selective set of substrates to allow NF-κB signalling without killing the cell remains largely unknown. Here, we show that stimulation of the Drosophila pattern recognition protein PGRP-LCx induces DIAP2-dependent polyubiquitylation of the initiator caspase DREDD. Signal-dependent ubiquitylation of DREDD is required for full processing of IMD, NF-κB/Relish and expression of antimicrobial peptide genes in response to infection with Gram-negative bacteria. Our results identify a mechanism that positively controls NF-κB signalling via ubiquitin-mediated activation of DREDD. The direct involvement of ubiquitylation in caspase activation represents a novel mechanism for non-apoptotic caspase-mediated signalling.


Subject(s)
Carrier Proteins/metabolism , Caspases/metabolism , Drosophila Proteins/metabolism , Drosophila/immunology , Gene Expression Regulation , Gram-Negative Bacteria/immunology , Inhibitor of Apoptosis Proteins/metabolism , Ubiquitination , Animals , Antimicrobial Cationic Peptides/biosynthesis , Drosophila/genetics , Drosophila/microbiology , Immunity, Innate , Models, Biological , NF-kappa B/metabolism , Transcription Factors/metabolism
3.
Mol Cell ; 32(4): 540-53, 2008 Nov 21.
Article in English | MEDLINE | ID: mdl-19026784

ABSTRACT

Ubiquitin-mediated inactivation of caspases has long been postulated to contribute to the regulation of apoptosis. However, detailed mechanisms and functional consequences of caspase ubiquitylation have not been demonstrated. Here we show that the Drosophila Inhibitor of Apoptosis 1, DIAP1, blocks effector caspases by targeting them for polyubiquitylation and nonproteasomal inactivation. We demonstrate that the conjugation of ubiquitin to drICE suppresses its catalytic potential in cleaving caspase substrates. Our data suggest that ubiquitin conjugation sterically interferes with substrate entry and reduces the caspase's proteolytic velocity. Disruption of drICE ubiquitylation, either by mutation of DIAP1's E3 activity or drICE's ubiquitin-acceptor lysines, abrogates DIAP1's ability to neutralize drICE and suppress apoptosis in vivo. We also show that DIAP1 rests in an "inactive" conformation that requires caspase-mediated cleavage to subsequently ubiquitylate caspases. Taken together, our findings demonstrate that effector caspases regulate their own inhibition through a negative feedback mechanism involving DIAP1 "activation" and nondegradative polyubiquitylation.


Subject(s)
Caspase Inhibitors , Ubiquitination , Animals , Apoptosis/genetics , Apoptosis/physiology , Caspases/genetics , Caspases, Effector/genetics , Caspases, Effector/metabolism , Cells, Cultured , Drosophila/cytology , Drosophila/genetics , Drosophila/metabolism , Drosophila Proteins/antagonists & inhibitors , Drosophila Proteins/genetics , Drosophila Proteins/metabolism , Inhibitor of Apoptosis Proteins/genetics , Inhibitor of Apoptosis Proteins/metabolism , Kinetics , Models, Biological , Peptide Hydrolases/metabolism , Protein Conformation , Ubiquitin-Protein Ligases/chemistry , Ubiquitin-Protein Ligases/metabolism
4.
Breast Cancer Res ; 17: 31, 2015 Mar 04.
Article in English | MEDLINE | ID: mdl-25849541

ABSTRACT

INTRODUCTION: Triple-negative breast cancer (TNBC) is a heterogeneous group of tumours in which chemotherapy, the current mainstay of systemic treatment, is often initially beneficial but with a high risk of relapse and metastasis. There is currently no means of predicting which TNBC will relapse. We tested the hypothesis that the biological properties of normal stem cells are re-activated in tumour metastasis and that, therefore, the activation of normal mammary stem cell-associated gene sets in primary TNBC would be highly prognostic for relapse and metastasis. METHODS: Mammary basal stem and myoepithelial cells were isolated by flow cytometry and tested in low-dose transplant assays. Gene expression microarrays were used to establish expression profiles of the stem and myoepithelial populations; these were compared to each other and to our previously established mammary epithelial gene expression profiles. Stem cell genes were classified by Gene Ontology (GO) analysis and the expression of a subset analysed in the stem cell population at single cell resolution. Activation of stem cell genes was interrogated across different breast cancer cohorts and within specific subtypes and tested for clinical prognostic power. RESULTS: A set of 323 genes was identified that was expressed significantly more highly in the purified basal stem cells compared to all other cells of the mammary epithelium. A total of 109 out of 323 genes had been associated with stem cell features in at least one other study in addition to our own, providing further support for their involvement in the biology of this cell type. GO analysis demonstrated an enrichment of these genes for an association with cell migration, cytoskeletal regulation and tissue morphogenesis, consistent with a role in invasion and metastasis. Single cell resolution analysis showed that individual cells co-expressed both epithelial- and mesenchymal-associated genes/proteins. Most strikingly, we demonstrated that strong activity of this stem cell gene set in TNBCs identified those tumours most likely to rapidly progress to metastasis. CONCLUSIONS: Our findings support the hypothesis that the biological properties of normal stem cells are drivers of metastasis and that these properties can be used to stratify patients with a highly heterogeneous disease such as TNBC.


Subject(s)
Mammary Glands, Animal/metabolism , Stem Cells/metabolism , Triple Negative Breast Neoplasms/diagnosis , Triple Negative Breast Neoplasms/genetics , Animals , Biomarkers , Cluster Analysis , Disease-Free Survival , Epithelial Cells/metabolism , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Immunophenotyping , Mice , Neoplasm Metastasis , Phenotype , Prognosis , Single-Cell Analysis , Transcriptome , Triple Negative Breast Neoplasms/metabolism , Triple Negative Breast Neoplasms/mortality , Triple Negative Breast Neoplasms/pathology
5.
Genome Res ; 22(2): 196-207, 2012 Feb.
Article in English | MEDLINE | ID: mdl-22183965

ABSTRACT

Next generation sequencing has enabled systematic discovery of mutational spectra in cancer samples. Here, we used whole genome sequencing to characterize somatic mutations and structural variation in a primary acral melanoma and its lymph node metastasis. Our data show that the somatic mutational rates in this acral melanoma sample pair were more comparable to the rates reported in cancer genomes not associated with mutagenic exposure than in the genome of a melanoma cell line or the transcriptome of melanoma short-term cultures. Despite the perception that acral skin is sun-protected, the dominant mutational signature in these samples is compatible with damage due to ultraviolet light exposure. A nonsense mutation in ERCC5 discovered in both the primary and metastatic tumors could also have contributed to the mutational signature through accumulation of unrepaired dipyrimidine lesions. However, evidence of transcription-coupled repair was suggested by the lower mutational rate in the transcribed regions and expressed genes. The primary and the metastasis are highly similar at the level of global gene copy number alterations, loss of heterozygosity and single nucleotide variation (SNV). Furthermore, the majority of the SNVs in the primary tumor were propagated in the metastasis and one nonsynonymous coding SNV and one splice site mutation appeared to arise de novo in the metastatic lesion.


Subject(s)
Genome, Human , High-Throughput Nucleotide Sequencing , Melanoma/genetics , Aged , DNA Copy Number Variations , DNA Mutational Analysis , Exome , Humans , Loss of Heterozygosity , Male , Melanoma/pathology , Mutation Rate , Neoplasm Metastasis , Polymorphism, Single Nucleotide
6.
Proc Natl Acad Sci U S A ; 109(8): 2730-5, 2012 Feb 21.
Article in English | MEDLINE | ID: mdl-21482774

ABSTRACT

Therapies that target estrogen signaling have made a very considerable contribution to reducing mortality from breast cancer. However, resistance to tamoxifen remains a major clinical problem. Here we have used a genome-wide functional profiling approach to identify multiple genes that confer resistance or sensitivity to tamoxifen. Combining whole-genome shRNA screening with massively parallel sequencing, we have profiled the impact of more than 56,670 RNA interference reagents targeting 16,487 genes on the cellular response to tamoxifen. This screen, along with subsequent validation experiments, identifies a compendium of genes whose silencing causes tamoxifen resistance (including BAP1, CLPP, GPRC5D, NAE1, NF1, NIPBL, NSD1, RAD21, RARG, SMC3, and UBA3) and also a set of genes whose silencing causes sensitivity to this endocrine agent (C10orf72, C15orf55/NUT, EDF1, ING5, KRAS, NOC3L, PPP1R15B, RRAS2, TMPRSS2, and TPM4). Multiple individual genes, including NF1, a regulator of RAS signaling, also correlate with clinical outcome after tamoxifen treatment.


Subject(s)
Genes, Neoplasm/genetics , Genetic Testing/methods , Genome, Human/genetics , RNA Interference/drug effects , Tamoxifen/pharmacology , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Cell Line, Tumor , Drug Resistance, Neoplasm/drug effects , Drug Resistance, Neoplasm/genetics , Drug Screening Assays, Antitumor , Female , Humans , Reproducibility of Results , Signal Transduction/drug effects
7.
Nat Genet ; 38(10): 1133-41, 2006 Oct.
Article in English | MEDLINE | ID: mdl-16964264

ABSTRACT

iASPP is one of the most evolutionarily conserved inhibitors of p53, whereas ASPP1 and ASPP2 are activators of p53. We show here that, in addition to the DNA-binding domain, the ASPP family members also bind to the proline-rich region of p53, which contains the most common p53 polymorphism at codon 72. Furthermore, the ASPP family members, particularly iASPP, bind to and regulate the activity of p53Pro72 more efficiently than that of p53Arg72. Hence, escape from negative regulation by iASPP is a newly identified mechanism by which p53Arg72 activates apoptosis more efficiently than p53Pro72.


Subject(s)
Apoptosis/physiology , Intracellular Signaling Peptides and Proteins/metabolism , Polymorphism, Genetic , Proline/metabolism , Tumor Suppressor Protein p53/genetics , Amino Acid Sequence , Arginine , Binding Sites , Breast Neoplasms/genetics , Carcinoma/genetics , Cells, Cultured , Codon , Conserved Sequence , Female , Gene Expression Regulation , Homozygote , Humans , Intracellular Signaling Peptides and Proteins/genetics , Molecular Sequence Data , Repressor Proteins , Tumor Suppressor Protein p53/metabolism , Tyrosine/metabolism
8.
Blood ; 119(3): 894-903, 2012 Jan 19.
Article in English | MEDLINE | ID: mdl-22117042

ABSTRACT

The endothelial ETS transcription factor Erg plays an important role in homeostasis and angiogenesis by regulating many endothelial functions including survival and junction stability. Here we show that Erg regulates endothelial cell (EC) migration. Transcriptome profiling of Erg-deficient ECs identified ∼ 80 genes involved in cell migration as candidate Erg targets, including many regulators of Rho- GTPases. Inhibition of Erg expression in HUVECs resulted in decreased migration in vitro, while Erg overexpression using adenovirus caused increased migration. Live-cell imaging of Erg-deficient HUVECs showed a reduction in lamellipodia, in line with decreased motility. Both actin and tubulin cytoskeletons were disrupted in Erg-deficient ECs, with a dramatic increase in tubulin acetylation. Among the most significant microarray hits was the cytosolic histone deacetylase 6 (HDAC6), a regulator of cell migration. Chromatin immunoprecipitation (ChIP) and transactivation studies demonstrated that Erg regulates HDAC6 expression. Rescue experiments confirmed that HDAC6 mediates the Erg-dependent regulation of tubulin acetylation and actin localization. In vivo, inhibition of Erg expression in angiogenic ECs resulted in decreased HDAC6 expression with increased tubulin acetylation. Thus, we have identified a novel function for the transcription factor Erg in regulating HDAC6 and multiple pathways essential for EC migration and angiogenesis.


Subject(s)
Biomarkers/metabolism , Cell Movement , Endothelium, Vascular/metabolism , Gene Expression Regulation , Histone Deacetylases/genetics , Neovascularization, Physiologic , Signal Transduction , Trans-Activators/metabolism , Acetylation , Actins/metabolism , Blotting, Western , Cells, Cultured , Chromatin Immunoprecipitation , Endothelium, Vascular/cytology , Gene Expression Profiling , Histone Deacetylase 6 , Histone Deacetylases/metabolism , Humans , Oligonucleotide Array Sequence Analysis , Promoter Regions, Genetic/genetics , RNA, Messenger/genetics , RNA, Small Interfering/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , Trans-Activators/antagonists & inhibitors , Trans-Activators/genetics , Transcriptional Regulator ERG , Umbilical Veins/cytology , Umbilical Veins/metabolism
9.
Mol Cell Proteomics ; 11(12): 1690-708, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22956732

ABSTRACT

In Swiss 3T3 fibroblasts, long-term stimulation with PDGF, but not insulin-like growth factor 1 (IGF-1) or EGF, results in the establishment of an elongated migratory phenotype, characterized by the formation of retractile dendritic protrusions and absence of actin stress fibers and focal adhesion complexes. To identify receptor tyrosine kinase-specific reorganization of the Swiss 3T3 proteome during phenotypic differentiation, we compared changes in the pattern of protein synthesis and phosphorylation during long-term exposure to PDGF, IGF-1, EGF, and their combinations using 2DE-based proteomics after (35)S- and (33)P-metabolic labeling. One hundred and five differentially regulated proteins were identified by mass spectrometry and some of these extensively validated. PDGF stimulation produced the highest overall rate of protein synthesis at any given time and induced the most sustained phospho-signaling. Simultaneous activation with two or three of the growth factors revealed both synergistic and antagonistic effects on protein synthesis and expression levels with PDGF showing dominance over both IGF-1 and EGF in generating distinct proteome compositions. Using signaling pathway inhibitors, PI3K was identified as an early site for signal diversification, with sustained activity of the PI3K/AKT pathway critical for regulating late protein synthesis and phosphorylation of target proteins and required for maintaining the PDGF-dependent motile phenotype. Several proteins were identified with novel PI3K/Akt-dependent synthesis and phosphorylations including eEF2, PRS7, RACK-1, acidic calponin, NAP1L1, Hsp73, and fascin. The data also reveal induction/suppression of key F-actin and actomyosin regulators and chaperonins that enable PDGFR to direct the assembly of a motile cytoskeleton, despite simultaneous antagonistic signaling activities. Together, the study demonstrates that long-term exposure to different growth factors results in receptor tyrosine kinase-specific regulation of relatively small subproteomes, and implies that the strength and longevity of receptor tyrosine kinase-specific signals are critical in defining the composition and functional activity of the resulting proteome.


Subject(s)
Epidermal Growth Factor/pharmacology , Insulin-Like Growth Factor I/pharmacology , Phosphatidylinositol 3-Kinases/metabolism , Platelet-Derived Growth Factor/pharmacology , Proteome/analysis , 3T3 Cells , Animals , Benzamides/pharmacology , Calcium-Calmodulin-Dependent Protein Kinases/antagonists & inhibitors , Cell Line , Chromones/pharmacology , Enzyme Inhibitors/pharmacology , Fibroblasts , Flavonoids/pharmacology , Isotope Labeling , Mice , Morpholines/pharmacology , Nucleosome Assembly Protein 1/metabolism , Phosphoinositide-3 Kinase Inhibitors , Phosphorylation/drug effects , Proto-Oncogene Proteins c-akt/metabolism , Receptor Protein-Tyrosine Kinases/metabolism , Receptors, Platelet-Derived Growth Factor/metabolism , Signal Transduction/drug effects
10.
Nucleic Acids Res ; 40(15): 7190-206, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22573176

ABSTRACT

The p63 transcription factor (TP63) is critical in development, growth and differentiation of stratifying epithelia. This is highlighted by the severity of congenital abnormalities caused by TP63 mutations in humans, the dramatic phenotypes in knockout mice and de-regulation of TP63 expression in neoplasia altering the tumour suppressive roles of the TP53 family. In order to define the normal role played by TP63 and provide the basis for better understanding how this network is perturbed in disease, we used chromatin immunoprecipitation combined with massively parallel sequencing (ChIP-seq) to identify >7500 high-confidence TP63-binding regions across the entire genome, in primary human neonatal foreskin keratinocytes (HFKs). Using integrative strategies, we demonstrate that only a subset of these sites are bound by TP53 in response to DNA damage. We identify a role for TP63 in transcriptional regulation of multiple genes genetically linked to cleft palate and identify AP-2alpha (TFAP2A) as a co-regulator of a subset of these genes. We further demonstrate that AP-2gamma (TFAP2C) can bind a subset of these regions and that acute depletion of either TFAP2A or TFAP2C alone is sufficient to reduce terminal differentiation of organotypic epidermal skin equivalents, indicating overlapping physiological functions with TP63.


Subject(s)
Epidermal Cells , Keratinocytes/metabolism , Transcription Factor AP-2/metabolism , Transcription Factors/metabolism , Tumor Suppressor Proteins/metabolism , Binding Sites , Cell Differentiation , Cells, Cultured , Cleft Palate/genetics , Gene Expression Regulation , Genome, Human , Humans , Keratinocytes/cytology , Molecular Sequence Annotation , Regulatory Elements, Transcriptional , Transcription Factor AP-2/antagonists & inhibitors , Tumor Suppressor Protein p53/metabolism
11.
J Mammary Gland Biol Neoplasia ; 18(2): 149-54, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23649700

ABSTRACT

We review the role of Neuregulin 3 (Nrg3) and Erbb receptor signalling in embryonic mammary gland development. Neuregulins are growth factors that bind and activate its cognate Erbb receptor tyrosine kinases, which form a signalling network with established roles in breast development and breast cancer. Studies have shown that Nrg3 expression profoundly impacts early stages of embryonic mammary development. Network analysis shows how Nrg/Erbb signals could integrate with other major regulators of embryonic mammary development to elicit the morphogenetic processes and cell fate decisions that occur as the mammary lineage is established.


Subject(s)
Mammary Glands, Animal/embryology , Mammary Glands, Animal/metabolism , Mammary Glands, Human/embryology , Mammary Glands, Human/metabolism , Neuregulins/metabolism , Oncogene Proteins v-erbB/metabolism , Animals , Female , Gene Expression Regulation, Developmental , Humans , Neuregulins/genetics , Oncogene Proteins v-erbB/genetics , Signal Transduction
12.
Breast Cancer Res ; 15(2): R25, 2013 Mar 18.
Article in English | MEDLINE | ID: mdl-23506684

ABSTRACT

INTRODUCTION: Cancer is often suggested to result from development gone awry. Links between normal embryonic development and cancer biology have been postulated, but no defined genetic basis has been established. We recently published the first transcriptomic analysis of embryonic mammary cell populations. Embryonic mammary epithelial cells are an immature progenitor cell population, lacking differentiation markers, which is reflected in their very distinct genetic profiles when compared with those of their postnatal descendents. METHODS: We defined an embryonic mammary epithelial signature that incorporates the most highly expressed genes from embryonic mammary epithelium when compared with the postnatal mammary epithelial cells. We looked for activation of the embryonic mammary epithelial signature in mouse mammary tumors that formed in mice in which Brca1 had been conditionally deleted from the mammary epithelium and in human breast cancers to determine whether any genetic links exist between embryonic mammary cells and breast cancers. RESULTS: Small subsets of the embryonic mammary epithelial signature were consistently activated in mouse Brca1-/- tumors and human basal-like breast cancers, which encoded predominantly transcriptional regulators, cell-cycle, and actin cytoskeleton components. Other embryonic gene subsets were found activated in non-basal-like tumor subtypes and repressed in basal-like tumors, including regulators of neuronal differentiation, transcription, and cell biosynthesis. Several embryonic genes showed significant upregulation in estrogen receptor (ER)-negative, progesterone receptor (PR)-negative, and/or grade 3 breast cancers. Among them, the transcription factor, SOX11, a progenitor cell and lineage regulator of nonmammary cell types, is found highly expressed in some Brca1-/- mammary tumors. By using RNA interference to silence SOX11 expression in breast cancer cells, we found evidence that SOX11 regulates breast cancer cell proliferation and cell survival. CONCLUSIONS: Specific subsets of embryonic mammary genes, rather than the entire embryonic development transcriptomic program, are activated in tumorigenesis. Genes involved in embryonic mammary development are consistently upregulated in some breast cancers and warrant further investigation, potentially in drug-discovery research endeavors.


Subject(s)
BRCA1 Protein/physiology , Breast Neoplasms/metabolism , Breast/metabolism , Carcinoma, Basal Cell/metabolism , Embryo, Mammalian/metabolism , Gene Regulatory Networks , Mammary Glands, Animal/metabolism , Animals , Apoptosis , Blotting, Western , Breast/pathology , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Carcinoma, Basal Cell/genetics , Carcinoma, Basal Cell/pathology , Cell Cycle , Cell Proliferation , Embryo, Mammalian/pathology , Female , Flow Cytometry , Fluorescent Antibody Technique , Humans , Immunoenzyme Techniques , Mammary Glands, Animal/pathology , Mice , Mice, Knockout , Neoplasm Invasiveness , RNA, Messenger/genetics , RNA, Small Interfering/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , SOXC Transcription Factors/antagonists & inhibitors , SOXC Transcription Factors/physiology , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
13.
Breast Cancer Res Treat ; 139(3): 907-21, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23756628

ABSTRACT

Given the steady increase in breast cancer rates in both the developed and developing world, there has been a concerted research effort undertaken worldwide to understand the molecular mechanisms underpinning the disease. The data generated from numerous clinical trials and experimental studies shed light on different aspects of the disease. We present a new version of the ROCK database (rock.icr.ac.uk), which integrates such diverse data types allowing unique analyses of published breast cancer experimental data. We have added several new data types and analysis modules to ROCK, which allow the user to interactively query and research the huge amounts of available experimental data and perform complex correlations across studies and data types such as gene expression, genomic copy number aberrations, micro RNA expression, RNA interference, survival analysis, clinical annotation and signalling protein networks. We present the recent and major functional updates and enhancements to the ROCK resource, including new analysis modules and microRNA and NGS data integration, and illustrate how ROCK can be used to confirm known experimental results as well as generate novel leads and new experimental hypotheses using the Wnt signalling cell surface receptor FZD7 and the Myc oncogene. ROCK provides a unique breast cancer analysis platform of integrated experimental datasets at the genomic, transcriptomic and proteomic level. This paper presents how ROCK has transitioned from being simply a database to an interactive resource useful to the broader breast cancer research community in our effort to facilitate research into the underlying molecular mechanisms of breast cancer.


Subject(s)
Breast Neoplasms , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Breast Neoplasms/mortality , Data Mining/methods , Databases, Chemical , Databases, Factual , Databases, Genetic , Female , Frizzled Receptors/genetics , Frizzled Receptors/metabolism , Gene Dosage , Gene Expression Profiling , Genes, myc , Humans , MicroRNAs , Oncogenes , RNA Interference , Survival Analysis , Wnt Signaling Pathway
14.
Breast Cancer Res Treat ; 135(1): 79-91, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22535017

ABSTRACT

Cancer is caused by mutations in oncogenes and tumor suppressor genes, resulting in the deregulation of processes fundamental to the normal behavior of cells. The identification and characterization of oncogenes and tumor suppressors has led to new treatment strategies that have significantly improved cancer outcome. The advent of next generation sequencing has allowed the elucidation of the fine structure of cancer genomes, however, the identification of pathogenic changes is complicated by the inherent genomic instability of cancer cells. Therefore, functional approaches for the identification of novel genes involved in the initiation and development of tumors are critical. Here we report the first whole human genome in vivo RNA interference screen to identify functionally important tumor suppressor genes. Using our novel approach, we identify previously validated tumor suppressor genes including TP53 and MNT, as well as several novel candidate tumor suppressor genes including leukemia inhibitory factor receptor (LIFR). We show that LIFR is a key novel tumor suppressor, whose deregulation may drive the transformation of a significant proportion of human breast cancers. These results demonstrate the power of genome wide in vivo RNAi screens as a method for identifying novel genes regulating tumorigenesis.


Subject(s)
Basic Helix-Loop-Helix Leucine Zipper Transcription Factors/genetics , Breast Neoplasms/genetics , Genes, Tumor Suppressor , Leukemia Inhibitory Factor Receptor alpha Subunit/genetics , Repressor Proteins/genetics , Tumor Suppressor Protein p53/genetics , Breast Neoplasms/drug therapy , Breast Neoplasms/metabolism , Cell Line, Tumor , Female , Genes, p53 , Genome, Human , High-Throughput Nucleotide Sequencing , Humans , RNA Interference , RNA, Small Interfering
15.
Breast Cancer Res ; 13(4): R79, 2011 Aug 11.
Article in English | MEDLINE | ID: mdl-21834968

ABSTRACT

INTRODUCTION: The mammary primordium forms during embryogenesis as a result of inductive interactions between its constitutive tissues, the mesenchyme and epithelium, and represents the earliest evidence of commitment to the mammary lineage. Previous studies of embryonic mouse mammary epithelium indicated that, by mid-gestation, these cells are determined to a mammary cell fate and that a stem cell population has been delimited. Mammary mesenchyme can induce mammary development from simple epithelium even across species and classes, and can partially restore features of differentiated tissue to mouse mammary tumours in co-culture experiments. Despite these exciting properties, the molecular identity of embryonic mammary cells remains to be fully characterised. METHODS: Here, we define the transcriptome of the mammary primordium and the two distinct cellular compartments that comprise it, the mammary primordial bud epithelium and mammary mesenchyme. Pathway and network analysis was performed and comparisons of embryonic mammary gene expression profiles to those of both postnatal mouse and human mammary epithelial cell sub-populations and stroma were made. RESULTS: Several of the genes we have detected in our embryonic mammary cell signatures were previously shown to regulate mammary cell fate and development, but we also identified a large number of novel candidates. Additionally, we determined genes that were expressed by both embryonic and postnatal mammary cells, which represent candidate regulators of mammary cell fate, differentiation and progenitor cell function that could signal from mammary lineage inception during embryogenesis through postnatal development. Comparison of embryonic mammary cell signatures with those of human breast cells identified potential regulators of mammary progenitor cell functions conserved across species. CONCLUSIONS: These results provide new insights into genetic regulatory mechanisms of mammary development, particularly identification of novel potential regulators of mammary fate and mesenchymal-epithelial cross-talk. Since cancers may represent diseases of mesenchymal-epithelial communications, we anticipate these results will provide foundations for further studies into the fundamental links between developmental, stem cell and breast cancer biology.


Subject(s)
Gene Expression Profiling , Mammary Glands, Animal/cytology , Mammary Glands, Animal/embryology , Animals , Animals, Newborn , Cell Lineage , Epithelial Cells/physiology , Estrogen Receptor alpha , Female , Gene Expression Regulation, Developmental , Humans , Mammary Glands, Animal/growth & development , Mammary Glands, Animal/metabolism , Mammary Glands, Human/cytology , Mesoderm/cytology , Mice , Mice, Inbred Strains , Signal Transduction , Stromal Cells/metabolism
16.
Nucleic Acids Res ; 37(Database issue): D824-31, 2009 Jan.
Article in English | MEDLINE | ID: mdl-18986996

ABSTRACT

Members of the protein kinase family are amongst the most commonly mutated genes in human cancer, and both mutated and activated protein kinases have proved to be tractable targets for the development of new anticancer therapies The MoKCa database (Mutations of Kinases in Cancer, http://strubiol.icr.ac.uk/extra/mokca) has been developed to structurally and functionally annotate, and where possible predict, the phenotypic consequences of mutations in protein kinases implicated in cancer. Somatic mutation data from tumours and tumour cell lines have been mapped onto the crystal structures of the affected protein domains. Positions of the mutated amino-acids are highlighted on a sequence-based domain pictogram, as well as a 3D-image of the protein structure, and in a molecular graphics package, integrated for interactive viewing. The data associated with each mutation is presented in the Web interface, along with expert annotation of the detailed molecular functional implications of the mutation. Proteins are linked to functional annotation resources and are annotated with structural and functional features such as domains and phosphorylation sites. MoKCa aims to provide assessments available from multiple sources and algorithms for each potential cancer-associated mutation, and present these together in a consistent and coherent fashion to facilitate authoritative annotation by cancer biologists and structural biologists, directly involved in the generation and analysis of new mutational data.


Subject(s)
Databases, Protein , Mutation , Neoplasms/genetics , Protein Kinases/genetics , Humans , Neoplasms/enzymology , Protein Interaction Mapping , Protein Kinases/chemistry , Protein Kinases/metabolism , Protein Structure, Tertiary , User-Computer Interface
17.
Breast Cancer Res Treat ; 124(2): 567-72, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20563840

ABSTRACT

The clinical and pathological heterogeneity of breast cancer has instigated efforts to stratify breast cancer sub-types according to molecular profiles. These profiling efforts are now being augmented by large-scale functional screening of breast tumour cell lines, using approaches such as RNA interference. We have developed ROCK ( rock.icr.ac.uk ) to provide a unique, publicly accessible resource for the integration of breast cancer functional and molecular profiling datasets. ROCK provides a simple online interface for the navigation and cross-correlation of gene expression, aCGH and RNAi screen data. It enables the interrogation of gene lists in the context of statistically analysed functional genomic datasets, interaction networks, pathways, GO terms, mutations and drug targets. The interface also provides interactive visualisations of datasets and interaction networks. ROCK collates data from a wealth of breast cancer molecular profiling and functional screening studies into a single portal, where analysed and annotated results can be accessed at the level of a gene, sample or study. We believe that portals such as ROCK will not only afford researchers rapid access to profiling data, but also aid the integration of different data types, thus enhancing the discovery of novel targets and biomarkers for breast cancer.


Subject(s)
Breast Neoplasms/genetics , Databases, Genetic , Gene Expression Regulation, Neoplastic , Genomics , Breast Neoplasms/mortality , Breast Neoplasms/pathology , Comparative Genomic Hybridization , Computer Graphics , Female , Gene Expression Profiling , Gene Regulatory Networks , Genotype , Humans , Mutation , Phenotype , Prognosis , RNA Interference , User-Computer Interface
18.
Clin Cancer Res ; 15(7): 2269-80, 2009 Apr 01.
Article in English | MEDLINE | ID: mdl-19293255

ABSTRACT

PURPOSE: To identify therapeutic targets in ovarian clear cell carcinomas, a chemoresistant and aggressive type of ovarian cancer. EXPERIMENTAL DESIGN: Twelve ovarian clear cell carcinoma cell lines were subjected to tiling path microarray comparative genomic hybridization and genome-wide expression profiling analysis. Regions of high-level amplification were defined and genes whose expression levels were determined by copy number and correlated with gene amplification were identified. The effects of inhibition of PPM1D were assessed using short hairpin RNA constructs and a small-molecule inhibitor (CCT007093). The prevalence of PPM1D amplification and mRNA expression was determined using chromogenic in situ hybridization and quantitative real-time reverse transcription-PCR in a cohort of pure ovarian clear cell carcinomas and on an independent series of unselected epithelial ovarian cancers. RESULTS: Array-based comparative genomic hybridization analysis revealed regions of high-level amplification on 1q32, 1q42, 2q11, 3q24-q26, 5p15, 7p21-p22, 11q13.2-q13.4, 11q22, 17q21-q22, 17q23.2, 19q12-q13, and 20q13.2. Thirty-four genes mapping to these regions displayed expression levels that correlated with copy number gains/amplification. PPM1D had significantly higher levels of mRNA expression in ovarian clear cell carcinoma cell lines harboring gains/amplifications of 17q23.2. PPM1D inhibition revealed that PPM1D expression and phosphatase activity are selectively required for the survival of ovarian clear cell carcinoma cell lines with 17q23.2 amplification. PPM1D amplification was significantly associated with ovarian clear cell carcinoma histology (P = 0.0003) and found in 10% of primary ovarian clear cell carcinomas. PPM1D expression levels were significantly correlated with PPM1D gene amplification in primary ovarian clear cell carcinomas. CONCLUSION: Our data provide strong circumstantial evidence that PPM1D is a potential therapeutic target for a subgroup of ovarian clear cell carcinomas.


Subject(s)
Adenocarcinoma, Clear Cell/genetics , Cyclopentanes/pharmacology , Gene Amplification , Ovarian Neoplasms/genetics , Phosphoprotein Phosphatases/genetics , Thiophenes/pharmacology , Adenocarcinoma, Clear Cell/drug therapy , Adenocarcinoma, Clear Cell/enzymology , Cell Line, Tumor , Chromosome Aberrations , Chromosomes, Human, Pair 17 , Comparative Genomic Hybridization , Enzyme Inhibitors/pharmacology , Female , Gene Expression Profiling , Genes, p53 , Humans , Mutation , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/enzymology , Phosphoprotein Phosphatases/antagonists & inhibitors , Phosphoprotein Phosphatases/metabolism , Protein Phosphatase 2C , RNA Interference , p38 Mitogen-Activated Protein Kinases/metabolism
19.
Protein Expr Purif ; 63(1): 62-7, 2009 Jan.
Article in English | MEDLINE | ID: mdl-18812225

ABSTRACT

D-serine plays a key role in glutamatergic neurotransmission in mammalian brain as a co-agonist of N-methyl-D-aspartate receptors. The enzyme responsible for D-serine biosynthesis, serine racemase (SR), is therefore a promising target for treatment of neuropathologies related to glutamate receptor excitotoxicity, such as stroke or Alzheimer's disease. Much of the experimental work to date has been performed on mouse serine racemase, which shares a high level of sequence identity with its human ortholog. In this work, we report the synthesis of a human SR gene variant optimized for heterologous expression in Escherichia coli and describe the expression and purification of active recombinant human SR. This strategy may be of general interest to researchers wishing to express mammalian proteins in a bacterial system. Furthermore, we conduct a thorough analysis of the kinetics and inhibitor-sensitivity of the recombinant enzyme, and we provide the first direct comparison of human and mouse SR based on our kinetic data. The orthologs behave similarly overall and exhibit identical inhibition profiles, validating the use of mouse models in SR research.


Subject(s)
Racemases and Epimerases/metabolism , Amino Acid Sequence , Ammonium Sulfate , Animals , Chromatography, Affinity , Circular Dichroism , Cloning, Molecular , Humans , Mice , Molecular Sequence Data , Racemases and Epimerases/chemistry , Racemases and Epimerases/genetics , Racemases and Epimerases/isolation & purification , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/isolation & purification , Recombinant Proteins/metabolism , Sequence Alignment
20.
Cancer Res ; 67(7): 3239-53, 2007 Apr 01.
Article in English | MEDLINE | ID: mdl-17409432

ABSTRACT

The promising antitumor activity of 17-allylamino-17-demethoxygeldanamycin (17AAG) results from inhibition of the molecular chaperone heat shock protein 90 (HSP90) and subsequent degradation of multiple oncogenic client proteins. Gene expression microarray and proteomic analysis were used to profile molecular changes in the A2780 human ovarian cancer cell line treated with 17AAG. Comparison of results with an inactive analogue and an alternative HSP90 inhibitor radicicol indicated that increased expression of HSP72, HSC70, HSP27, HSP47, and HSP90beta at the mRNA level were on-target effects of 17AAG. HSP27 protein levels were increased in tumor biopsies following treatment of patients with 17AAG. A group of MYC-regulated mRNAs was decreased by 17AAG. Of particular interest and novelty were changes in expression of chromatin-associated proteins. Expression of the heterochromatin protein 1 was increased, and expression of the histone acetyltransferase 1 and the histone arginine methyltransferase PRMT5 was decreased by 17AAG. PRMT5 was shown to be a novel HSP90-binding partner and potential client protein. Cellular protein acetylation was reduced by 17AAG, which was shown to have an antagonistic interaction on cell proliferation with the histone deacetylase inhibitor trichostatin A. This mRNA and protein expression analysis has provided new insights into the complex molecular pharmacology of 17AAG and suggested new genes and proteins that may be involved in response to the drug or be potential biomarkers of drug action.


Subject(s)
Benzoquinones/pharmacology , HSP90 Heat-Shock Proteins/antagonists & inhibitors , Lactams, Macrocyclic/pharmacology , Ovarian Neoplasms/drug therapy , Acetylation , Biopsy , Cell Line, Tumor , Female , Gene Expression Profiling , HCT116 Cells , HSP90 Heat-Shock Proteins/biosynthesis , Humans , Macrolides/pharmacology , Neoplasm Proteins/biosynthesis , Neoplasm Proteins/genetics , Neoplasm Proteins/metabolism , Ovarian Neoplasms/genetics , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/pathology , Protein Methyltransferases/metabolism , Protein-Arginine N-Methyltransferases , Proteomics
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