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Eronen V, Iljin K, Pääkkönen J, Jänis J, Rouvinen J, Nevanen TK, Hakulinen N. Robust Approach for Quantifying Glucocorticoid Binding to the Anti-Cortisol Fab Fragment via Native Mass Spectrometry. ACS Omega 2024; 9:17089-17096. [PMID: 38645339 PMCID: PMC11024979 DOI: 10.1021/acsomega.3c09027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 03/08/2024] [Accepted: 03/25/2024] [Indexed: 04/23/2024]
Abstract
In the development of proteins, aptamers, and molecular imprints for diagnostic purposes, a major goal is to obtain a molecule with both a high binding affinity and specificity for the target ligand. Cushing syndrome or Addison's disease can be diagnosed by cortisol level tests. We have previously characterized and solved the crystal structure of an anti-cortisol (17) Fab fragment having a high affinity to cortisol but also significant cross-reactivity to other glucocorticoids, especially the glucocorticoid drug prednisolone. We used native mass spectrometry (MS) to determine the binding affinities of nine steroid hormones to anti-cortisol (17) Fab, including steroidogenic precursors of cortisol. Based on the results, the number of hydroxyl groups in the structure of a steroid ligand plays a key role in the antigen recognition by the Fab fragment as the ligands with three hydroxyl groups, cortisol and prednisolone, had the highest affinities. The antibody affinity toward steroid hormones often decreases with a decrease in the number of hydroxyl groups in the structure. The presence of the hydroxyl group at position C11 increased the affinity more than did the other hydroxyl groups at positions C17 or C21. The binding affinities obtained by native MS were compared to the values determined by surface plasmon resonance (SPR), and the affinities were found to correlate well between these two techniques. Our study demonstrates that native MS with a large dynamic range and high sensitivity is a versatile tool for ligand binding studies of proteins.
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Affiliation(s)
- Veikko Eronen
- Department
of Chemistry, University of Eastern Finland, PO BOX 111, 80100 Joensuu, Finland
| | - Kristiina Iljin
- VTT
Technical Research Center of Finland Ltd., Tietotie 2, 02150 Espoo, Finland
| | - Johan Pääkkönen
- Department
of Chemistry, University of Eastern Finland, PO BOX 111, 80100 Joensuu, Finland
| | - Janne Jänis
- Department
of Chemistry, University of Eastern Finland, PO BOX 111, 80100 Joensuu, Finland
| | - Juha Rouvinen
- Department
of Chemistry, University of Eastern Finland, PO BOX 111, 80100 Joensuu, Finland
| | - Tarja K. Nevanen
- VTT
Technical Research Center of Finland Ltd., Tietotie 2, 02150 Espoo, Finland
| | - Nina Hakulinen
- Department
of Chemistry, University of Eastern Finland, PO BOX 111, 80100 Joensuu, Finland
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2
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Eronen V, Tullila A, Iljin K, Rouvinen J, Nevanen TK, Hakulinen N. Structural insight to elucidate the binding specificity of the anti-cortisol Fab fragment with glucocorticoids. J Struct Biol 2023; 215:107966. [PMID: 37100101 DOI: 10.1016/j.jsb.2023.107966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 04/14/2023] [Accepted: 04/17/2023] [Indexed: 04/28/2023]
Abstract
Cortisol is a steroid hormone that is produced by the adrenal gland. It is a primary stress hormone that increases glucose levels in the blood stream. High concentrations of cortisol in the body can be used as a biomarker for acute and chronic stress and related mental and physiological disorders. Therefore, the accurate quantification of cortisol levels in body fluids is essential for clinical diagnosis. In this article, we describe the isolation of recombinant anti-cortisol antibodies with high affinity for cortisol and discover their cross-reactivity with other glucocorticoids. To describe the cortisol binding site and elucidate the structural basis for the binding specificity, the high-resolution crystal structures of the anti-cortisol (17) Fab fragment in the absence of glucocorticoid (2.00 Å) and the presence of cortisol (2.26 Å), corticosterone (1.86 Å), cortisone (1.85 Å) and prednisolone (2.00 Å) were determined. To our knowledge, this is the first determined crystal structure of a cortisol-specific antibody. The recognition of cortisol is driven by hydrophobic interactions and hydrogen bonding at the protein-ligand interface coupled with a conformational transition. Comparison of ligand-free and ligand-bound structures showed that the side chains of residues Tyr58-H and Arg56-H can undergo local conformational changes at the binding site, most likely prior to the binding event via a conformational selection mechanism. Compared to other anti-steroid antibody-antigen complexes, (17) Fab possesses a structurally unique steroid binding site, as the H3 loop from the CDR area has only a minor contribution, but framework residues have a prominent contribution to hapten binding.
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Affiliation(s)
- Veikko Eronen
- Department of Chemistry, University of Eastern Finland, PO BOX 111, 80100 Joensuu, Finland
| | - Antti Tullila
- VTT Technical Research Centre of Finland Ltd, Tietotie 2, 02150, Espoo, Finland; Current address Aidian Oy, Finland. Koivu-Mankkaantie 6 B, 02101, Espoo
| | - Kristiina Iljin
- VTT Technical Research Centre of Finland Ltd, Tietotie 2, 02150, Espoo, Finland
| | - Juha Rouvinen
- Department of Chemistry, University of Eastern Finland, PO BOX 111, 80100 Joensuu, Finland
| | - Tarja K Nevanen
- VTT Technical Research Centre of Finland Ltd, Tietotie 2, 02150, Espoo, Finland
| | - Nina Hakulinen
- Department of Chemistry, University of Eastern Finland, PO BOX 111, 80100 Joensuu, Finland
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3
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von Lüders L, Tilmann R, Lee K, Bartlam C, Nevanen T, Iljin K, Knirsch KC, Hirsch A, Duesberg GS. Functionalisation of Graphene Sensor Surfaces for the Specific Detection of Biomarkers. Angew Chem Int Ed Engl 2023; 62:e202219024. [PMID: 36935352 DOI: 10.1002/anie.202219024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 03/16/2023] [Accepted: 03/16/2023] [Indexed: 03/21/2023]
Abstract
We report on a controllable and specific functionalisation route for graphene field-effect transistors (GFETs) for the recognition of small physiologically active molecules. Key element is the noncovalent functionalisation of the graphene surface with perylene bisimide (PBI) molecules directly on the growth substrate. This Functional Layer Transfer enables the homogeneous self-assembly of PBI molecules on graphene, onto which antibodies are subsequently immobilised. The sensor surface was characterised by atomic force microscopy, Raman spectroscopy and electrical measurements, showing superior performance over conventional functionalisation after transfer. Specific sensing of small molecules was realised by monitoring the electrical property changes of functionalised GFET devices upon the application of methamphetamine and cortisol. The concentration dependent electrical response of our sensors was determined down to a concentration of 300 ng/ml for methamphetamine.
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Affiliation(s)
- Laura von Lüders
- Universitat der Bundeswehr München: Universitat der Bundeswehr Munchen, Institute of Physics, EIT 2, Faculty of Electrical Engineering and Information Technology, GERMANY
| | - Rita Tilmann
- Universitat der Bundeswehr München: Universitat der Bundeswehr Munchen, Institute of Physics, EIT 2, Faculty of Electrical Engineering and Information Technology, GERMANY
| | - Kangho Lee
- Universitat der Bundeswehr München: Universitat der Bundeswehr Munchen, Institute of Physics, EIT 2, Faculty of Electrical Engineering and Information Technology, GERMANY
| | - Cian Bartlam
- Universitat der Bundeswehr München: Universitat der Bundeswehr Munchen, Institute of Physics, EIT 2, Faculty of Electrical Engineering and Information Technology, GERMANY
| | - Tarja Nevanen
- Technical Research Centre of Finland: Teknologian tutkimuskeskus VTT Oy, Division of Bio- and Chemical Processes, FINLAND
| | - Kristiina Iljin
- VTT Technical Research Centre of Finland Ltd: Teknologian tutkimuskeskus VTT Oy, Division of Bio- and Chemical Processes, FINLAND
| | - Kathrin C Knirsch
- Friedrich-Alexander-Universität Erlangen-Nürnberg: Friedrich-Alexander-Universitat Erlangen-Nurnberg, Department of Chemistry and Pharmacy, GERMANY
| | - Andreas Hirsch
- Friedrich-Alexander-Universität Erlangen-Nürnberg: Friedrich-Alexander-Universitat Erlangen-Nurnberg, Department of Chemistry and Pharmacy, GERMANY
| | - Georg S Duesberg
- Universität der Bundeswehr Munchen, Institute of Physics, Werner-Heisenberg-Weg 39, 85577, Neubiberg, GERMANY
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Brockmöller SF, Bucher E, Müller BM, Budczies J, Hilvo M, Griffin JL, Orešič M, Kallioniemi O, Iljin K, Loibl S, Darb-Esfahani S, Sinn BV, Klauschen F, Prinzler J, Bangemann N, Ismaeel F, Fiehn O, Dietel M, Denkert C. Correction to "Integration of Metabolomics and Expression of Glycerol-3-phosphate Acyltransferase (GPAM) in Breast Cancer─Link to Patient Survival, Hormone Receptor Status, and Metabolic Profiling". J Proteome Res 2022; 21:1787. [PMID: 35642679 DOI: 10.1021/acs.jproteome.2c00181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Luque-Uría Á, Peltomaa R, Nevanen TK, Arola HO, Iljin K, Benito-Peña E, Moreno-Bondi MC. Recombinant Peptide Mimetic NanoLuc Tracer for Sensitive Immunodetection of Mycophenolic Acid. Anal Chem 2021; 93:10358-10364. [PMID: 34259504 PMCID: PMC8478282 DOI: 10.1021/acs.analchem.1c02109] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Mycophenolic acid (MPA) is an immunosuppressant drug commonly used to prevent organ rejection in transplanted patients. MPA monitoring is of great interest due to its small therapeutic window. In this work, a phage-displayed peptide library was used to select cyclic peptides that bind to the MPA-specific recombinant antibody fragment (Fab) and mimic the behavior of MPA. After biopanning, several phage-displayed peptides were isolated and tested to confirm their epitope-mimicking nature in phage-based competitive immunoassays. After identifying the best MPA mimetic (ACEGLYAHWC with a disulfide constrained loop), several immunoassay approaches were tested, and a recombinant fusion protein containing the peptide sequence with a bioluminescent enzyme, NanoLuc, was developed. The recombinant fusion enabled its direct use as the tracer in competitive immunoassays without the need for secondary antibodies or further labeling. A bioluminescent sensor, using streptavidin-coupled magnetic beads for the immobilization of the biotinylated Fab antibody, enabled the detection of MPA with a detection limit of 0.26 ng mL-1 and an IC50 of 2.9 ± 0.5 ng mL-1. The biosensor showed good selectivity toward MPA and was applied to the analysis of the immunosuppressive drug in clinical samples, of both healthy and MPA-treated patients, followed by validation by liquid chromatography coupled to diode array detection.
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Affiliation(s)
- Álvaro Luque-Uría
- Department of Analytical Chemistry, Faculty of Chemistry, Complutense University, Ciudad Universitaria s/n, 28040 Madrid, Spain
| | - Riikka Peltomaa
- Department of Analytical Chemistry, Faculty of Chemistry, Complutense University, Ciudad Universitaria s/n, 28040 Madrid, Spain
| | - Tarja K Nevanen
- VTT Technical Research Centre of Finland Ltd, Tietotie 2, FI-02150 Espoo, Finland
| | - Henri O Arola
- VTT Technical Research Centre of Finland Ltd, Tietotie 2, FI-02150 Espoo, Finland
| | - Kristiina Iljin
- VTT Technical Research Centre of Finland Ltd, Tietotie 2, FI-02150 Espoo, Finland
| | - Elena Benito-Peña
- Department of Analytical Chemistry, Faculty of Chemistry, Complutense University, Ciudad Universitaria s/n, 28040 Madrid, Spain
| | - María C Moreno-Bondi
- Department of Analytical Chemistry, Faculty of Chemistry, Complutense University, Ciudad Universitaria s/n, 28040 Madrid, Spain
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6
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Tsafou K, Katschnig AM, Radic-Sarikas B, Mutz CN, Iljin K, Schwentner R, Kauer MO, Mühlbacher K, Aryee DN, Westergaard D, Haapa-Paananen S, Fey V, Superti-Furga G, Toretsky J, Brunak S, Kovar H. Identifying the druggable interactome of EWS-FLI1 reveals MCL-1 dependent differential sensitivities of Ewing sarcoma cells to apoptosis inducers. Oncotarget 2018; 9:31018-31031. [PMID: 30123424 PMCID: PMC6089552 DOI: 10.18632/oncotarget.25760] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 06/22/2018] [Indexed: 12/26/2022] Open
Abstract
Ewing sarcoma (EwS) is an aggressive pediatric bone cancer in need of more effective therapies than currently available. Most research into novel targeted therapeutic approaches is focused on the fusion oncogene EWSR1-FLI1, which is the genetic hallmark of this disease. In this study, a broad range of 3,325 experimental compounds, among them FDA approved drugs and natural products, were screened for their effect on EwS cell viability depending on EWS-FLI1 expression. In a network-based approach we integrated the results from drug perturbation screens and RNA sequencing, comparing EWS-FLI1-high (normal expression) with EWS-FLI1-low (knockdown) conditions, revealing novel interactions between compounds and EWS-FLI1 associated biological processes. The top candidate list of druggable EWS-FLI1 targets included genes involved in translation, histone modification, microtubule structure, topoisomerase activity as well as apoptosis regulation. We confirmed our in silico results using viability and apoptosis assays, underlining the applicability of our integrative and systemic approach. We identified differential sensitivities of Ewing sarcoma cells to BCL-2 family inhibitors dependent on the EWS-FLI1 regulome including altered MCL-1 expression and subcellular localization. This study facilitates the selection of effective targeted approaches for future combinatorial therapies of patients suffering from Ewing sarcoma.
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Affiliation(s)
- Kalliopi Tsafou
- Disease Systems Biology, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Current address: Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Anna Maria Katschnig
- Children’s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | - Branka Radic-Sarikas
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
- Children’s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | - Cornelia Noëlle Mutz
- Children’s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | - Kristiina Iljin
- Medical Biotechnology, VTT Technical Research Centre of Finland, Espoo, Finland
| | - Raphaela Schwentner
- Children’s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | - Maximilian O. Kauer
- Children’s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | - Karin Mühlbacher
- Children’s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | - Dave N.T. Aryee
- Children’s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
- Department of Pediatrics, Medical University of Vienna, Vienna, Austria
| | - David Westergaard
- Disease Systems Biology, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Vidal Fey
- Medical Biotechnology, VTT Technical Research Centre of Finland, Espoo, Finland
| | - Giulio Superti-Furga
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Jeffrey Toretsky
- Department of Oncology, Georgetown University, Medical Center, Washington, DC, USA
| | - Søren Brunak
- Disease Systems Biology, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Heinrich Kovar
- Children’s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
- Department of Pediatrics, Medical University of Vienna, Vienna, Austria
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Marcone S, Iljin K, Dempsey E, Fey D, Duffy D, Westermann F, Kolch W, Halasz M. PO-461 Mitochondria-mediated anticancer effect of diphenyleneiodonium chloride (DPI) in aggressive neuroblastoma is regulated by MYCN. ESMO Open 2018. [DOI: 10.1136/esmoopen-2018-eacr25.482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
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8
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Duffy DJ, Krstic A, Schwarzl T, Halasz M, Iljin K, Fey D, Haley B, Whilde J, Haapa-Paananen S, Fey V, Fischer M, Westermann F, Henrich KO, Bannert S, Higgins DG, Kolch W. Wnt signalling is a bi-directional vulnerability of cancer cells. Oncotarget 2018; 7:60310-60331. [PMID: 27531891 PMCID: PMC5312386 DOI: 10.18632/oncotarget.11203] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2015] [Accepted: 07/26/2016] [Indexed: 12/30/2022] Open
Abstract
Wnt signalling is involved in the formation, metastasis and relapse of a wide array of cancers. However, there is ongoing debate as to whether activation or inhibition of the pathway holds the most promise as a therapeutic treatment for cancer, with conflicting evidence from a variety of tumour types. We show that Wnt/β-catenin signalling is a bi-directional vulnerability of neuroblastoma, malignant melanoma and colorectal cancer, with hyper-activation or repression of the pathway both representing a promising therapeutic strategy, even within the same cancer type. Hyper-activation directs cancer cells to undergo apoptosis, even in cells oncogenically driven by β-catenin. Wnt inhibition blocks proliferation of cancer cells and promotes neuroblastoma differentiation. Wnt and retinoic acid co-treatments synergise, representing a promising combination treatment for MYCN-amplified neuroblastoma. Additionally, we report novel cross-talks between MYCN and β-catenin signalling, which repress normal β-catenin mediated transcriptional regulation. A β-catenin target gene signature could predict patient outcome, as could the expression level of its DNA binding partners, the TCF/LEFs. This β-catenin signature provides a tool to identify neuroblastoma patients likely to benefit from Wnt-directed therapy. Taken together, we show that Wnt/β-catenin signalling is a bi-directional vulnerability of a number of cancer entities, and potentially a more broadly conserved feature of malignant cells.
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Affiliation(s)
- David J Duffy
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland.,Current address: The Whitney Laboratory for Marine Bioscience, University of Florida, St. Augustine, Florida, USA
| | - Aleksandar Krstic
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland
| | - Thomas Schwarzl
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland.,Current address: European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Melinda Halasz
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland
| | | | - Dirk Fey
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland
| | - Bridget Haley
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland
| | - Jenny Whilde
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland
| | | | - Vidal Fey
- VTT Technical Research Centre of Finland, Espoo, Finland
| | - Matthias Fischer
- Department of Paediatric Haematology and Oncology and Center for Molecular Medicine Cologne (CMMC), University Hospital Cologne, Cologne, Germany
| | - Frank Westermann
- Division of NB Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kai-Oliver Henrich
- Division of NB Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Steffen Bannert
- Division of NB Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Desmond G Higgins
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland.,Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Belfield, Dublin, Ireland.,School of Medicine, University College Dublin, Belfield, Dublin, Ireland
| | - Walter Kolch
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland.,Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Belfield, Dublin, Ireland.,School of Medicine, University College Dublin, Belfield, Dublin, Ireland
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9
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Lehtinen L, Vainio P, Wikman H, Huhtala H, Mueller V, Kallioniemi A, Pantel K, Kronqvist P, Kallioniemi O, Carpèn O, Iljin K. PLA2G7 associates with hormone receptor negativity in clinical breast cancer samples and regulates epithelial-mesenchymal transition in cultured breast cancer cells. J Pathol Clin Res 2017; 3:123-138. [PMID: 28451461 PMCID: PMC5402179 DOI: 10.1002/cjp2.69] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/02/2017] [Accepted: 03/10/2017] [Indexed: 12/12/2022]
Abstract
Breast cancer is the leading cause of cancer‐related deaths in women due to distinct cancer subtypes associated with early recurrence and aggressive metastatic progression. High lipoprotein‐associated phospholipase A2 (PLA2G7) expression has previously been associated with aggressive disease and metastasis in prostate cancer. Here, we explore the expression pattern and functional role of PLA2G7 in breast cancer. First, a bioinformatic analysis of genome‐wide gene expression data from 970 breast samples was carried out to evaluate the expression pattern of PLA2G7 mRNA in breast cancer. Second, the expression profile of PLA2G7 was studied in 1042 breast cancer samples including 89 matched lymph node metastasis samples using immunohistochemistry. Third, the effect of PLA2G7 silencing on genome‐wide gene expression profile was studied and validated in cultured breast cancer cells expressing PLA2G7 at high level. Last, the expression pattern of PLA2G7 mRNA was investigated in 24 nonmalignant tissue samples and 65 primary and 7 metastatic tumour samples derived from various organs using qRT‐PCR. The results from clinical breast cancer samples indicated that PLA2G7 is overexpressed in a subset of breast cancer samples compared to its expression in benign breast tissue samples and that high PLA2G7 expression associated with hormone receptor negativity as well as with poor prognosis in a subset of breast cancer samples. In vitro functional studies highlighted the putative role of PLA2G7 in the regulation of epithelial‐mesenchymal transition (EMT)‐related signalling pathways, vimentin and E‐cadherin protein expression as well as cell migration in cultured breast cancer cells. Furthermore, supporting the findings in breast and prostate cancer, high PLA2G7 mRNA expression was associated with metastatic cancer in four additional organs of origin. In conclusion, our results indicate that PLA2G7 is highly expressed in a subset of metastatic and aggressive breast cancers and in metastatic samples of various tissues of origin and promotes EMT and migration in cultured breast cancer cells.
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Affiliation(s)
- Laura Lehtinen
- Department of PathologyTurku University and Turku University HospitalTurkuFinland
| | - Paula Vainio
- Department of PathologyTurku University and Turku University HospitalTurkuFinland
| | - Harriet Wikman
- Institute of Tumour Biology, Centre of Experimental MedicineUniversity Medical Centre Hamburg-EppendorfGermany
| | - Heini Huhtala
- School of Health SciencesUniversity of TampereTampereFinland
| | - Volkmar Mueller
- Department of GynecologyUniversity Medical Center Hamburg-EppendorfHamburgGermany
| | | | - Klaus Pantel
- Institute of Tumour Biology, Centre of Experimental MedicineUniversity Medical Centre Hamburg-EppendorfGermany
| | - Pauliina Kronqvist
- Department of PathologyTurku University and Turku University HospitalTurkuFinland
| | - Olli Kallioniemi
- FIMM, Institute for Molecular Medicine FinlandUniversity of HelsinkiFinland.,Present address: Department of Oncology-Pathology, Science for Life LaboratoryKarolinska InstitutetSolnaSweden
| | - Olli Carpèn
- Department of PathologyTurku University and Turku University HospitalTurkuFinland.,Present address: Department of PathologyUniversity of Helsinki and Helsinki University HospitalHelsinkiFinland
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10
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Duffy DJ, Krstic A, Halasz M, Schwarzl T, Konietzny A, Iljin K, Higgins DG, Kolch W. Retinoic acid and TGF-β signalling cooperate to overcome MYCN-induced retinoid resistance. Genome Med 2017; 9:15. [PMID: 28187790 PMCID: PMC5303304 DOI: 10.1186/s13073-017-0407-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Accepted: 01/20/2017] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Retinoid therapy is widely employed in clinical oncology to differentiate malignant cells into their more benign counterparts. However, certain high-risk cohorts, such as patients with MYCN-amplified neuroblastoma, are innately resistant to retinoid therapy. Therefore, we employed a precision medicine approach to globally profile the retinoid signalling response and to determine how an excess of cellular MYCN antagonises these signalling events to prevent differentiation and confer resistance. METHODS We applied RNA sequencing (RNA-seq) and interaction proteomics coupled with network-based systems level analysis to identify targetable vulnerabilities of MYCN-mediated retinoid resistance. We altered MYCN expression levels in a MYCN-inducible neuroblastoma cell line to facilitate or block retinoic acid (RA)-mediated neuronal differentiation. The relevance of differentially expressed genes and transcriptional regulators for neuroblastoma outcome were then confirmed using existing patient microarray datasets. RESULTS We determined the signalling networks through which RA mediates neuroblastoma differentiation and the inhibitory perturbations to these networks upon MYCN overexpression. We revealed opposing regulation of RA and MYCN on a number of differentiation-relevant genes, including LMO4, CYP26A1, ASCL1, RET, FZD7 and DKK1. Furthermore, we revealed a broad network of transcriptional regulators involved in regulating retinoid responsiveness, such as Neurotrophin, PI3K, Wnt and MAPK, and epigenetic signalling. Of these regulators, we functionally confirmed that MYCN-driven inhibition of transforming growth factor beta (TGF-β) signalling is a vulnerable node of the MYCN network and that multiple levels of cross-talk exist between MYCN and TGF-β. Co-targeting of the retinoic acid and TGF-β pathways, through RA and kartogenin (KGN; a TGF-β signalling activating small molecule) combination treatment, induced the loss of viability of MYCN-amplified retinoid-resistant neuroblastoma cells. CONCLUSIONS Our approach provides a powerful precision oncology tool for identifying the driving signalling networks for malignancies not primarily driven by somatic mutations, such as paediatric cancers. By applying global omics approaches to the signalling networks regulating neuroblastoma differentiation and stemness, we have determined the pathways involved in the MYCN-mediated retinoid resistance, with TGF-β signalling being a key regulator. These findings revealed a number of combination treatments likely to improve clinical response to retinoid therapy, including co-treatment with retinoids and KGN, which may prove valuable in the treatment of high-risk MYCN-amplified neuroblastoma.
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Affiliation(s)
- David J Duffy
- Systems Biology Ireland, University College Dublin, Belfield, Dublin 4, Ireland.
- Conway Institute of Biomolecular & Biomedical Research, University College Dublin, Belfield, Dublin 4, Ireland.
- School of Medicine, University College Dublin, Belfield, Dublin 4, Ireland.
- The Whitney Laboratory for Marine Bioscience and Sea Turtle Hospital, University of Florida, St. Augustine, Florida, 32080, USA.
| | - Aleksandar Krstic
- Systems Biology Ireland, University College Dublin, Belfield, Dublin 4, Ireland
- Conway Institute of Biomolecular & Biomedical Research, University College Dublin, Belfield, Dublin 4, Ireland
- School of Medicine, University College Dublin, Belfield, Dublin 4, Ireland
| | - Melinda Halasz
- Systems Biology Ireland, University College Dublin, Belfield, Dublin 4, Ireland
- Conway Institute of Biomolecular & Biomedical Research, University College Dublin, Belfield, Dublin 4, Ireland
- School of Medicine, University College Dublin, Belfield, Dublin 4, Ireland
| | - Thomas Schwarzl
- Systems Biology Ireland, University College Dublin, Belfield, Dublin 4, Ireland
- European Molecular Biology Laboratory (EMBL), Meyerhofstraße 1, 69117, Heidelberg, Germany
| | - Anja Konietzny
- Systems Biology Ireland, University College Dublin, Belfield, Dublin 4, Ireland
- Present address: Department of Biology, University of Konstanz, Konstanz, Germany
| | - Kristiina Iljin
- VTT Technical Research Centre of Finland, Tietotie 2, FI-02044 VTT, Espoo, Finland
| | - Desmond G Higgins
- Systems Biology Ireland, University College Dublin, Belfield, Dublin 4, Ireland
- Conway Institute of Biomolecular & Biomedical Research, University College Dublin, Belfield, Dublin 4, Ireland
- School of Medicine, University College Dublin, Belfield, Dublin 4, Ireland
| | - Walter Kolch
- Systems Biology Ireland, University College Dublin, Belfield, Dublin 4, Ireland
- Conway Institute of Biomolecular & Biomedical Research, University College Dublin, Belfield, Dublin 4, Ireland
- School of Medicine, University College Dublin, Belfield, Dublin 4, Ireland
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11
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Kovar H, Amatruda J, Brunet E, Burdach S, Cidre-Aranaz F, de Alava E, Dirksen U, van der Ent W, Grohar P, Grünewald TGP, Helman L, Houghton P, Iljin K, Korsching E, Ladanyi M, Lawlor E, Lessnick S, Ludwig J, Meltzer P, Metzler M, Mora J, Moriggl R, Nakamura T, Papamarkou T, Radic Sarikas B, Rédini F, Richter GHS, Rossig C, Schadler K, Schäfer BW, Scotlandi K, Sheffield NC, Shelat A, Snaar-Jagalska E, Sorensen P, Stegmaier K, Stewart E, Sweet-Cordero A, Szuhai K, Tirado OM, Tirode F, Toretsky J, Tsafou K, Üren A, Zinovyev A, Delattre O. The second European interdisciplinary Ewing sarcoma research summit--A joint effort to deconstructing the multiple layers of a complex disease. Oncotarget 2017; 7:8613-24. [PMID: 26802024 PMCID: PMC4890991 DOI: 10.18632/oncotarget.6937] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2015] [Accepted: 01/14/2016] [Indexed: 01/14/2023] Open
Abstract
Despite multimodal treatment, long term outcome for patients with Ewing sarcoma is still poor. The second “European interdisciplinary Ewing sarcoma research summit” assembled a large group of scientific experts in the field to discuss their latest unpublished findings on the way to the identification of novel therapeutic targets and strategies. Ewing sarcoma is characterized by a quiet genome with presence of an EWSR1-ETS gene rearrangement as the only and defining genetic aberration. RNA-sequencing of recently described Ewing-like sarcomas with variant translocations identified them as biologically distinct diseases. Various presentations adressed mechanisms of EWS-ETS fusion protein activities with a focus on EWS-FLI1. Data were presented shedding light on the molecular underpinnings of genetic permissiveness to this disease uncovering interaction of EWS-FLI1 with recently discovered susceptibility loci. Epigenetic context as a consequence of the interaction between the oncoprotein, cell type, developmental stage, and tissue microenvironment emerged as dominant theme in the discussion of the molecular pathogenesis and inter- and intra-tumor heterogeneity of Ewing sarcoma, and the difficulty to generate animal models faithfully recapitulating the human disease. The problem of preclinical development of biologically targeted therapeutics was discussed and promising perspectives were offered from the study of novel in vitro models. Finally, it was concluded that in order to facilitate rapid pre-clinical and clinical development of novel therapies in Ewing sarcoma, the community needs a platform to maintain knowledge of unpublished results, systems and models used in drug testing and to continue the open dialogue initiated at the first two Ewing sarcoma summits.
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Affiliation(s)
- Heinrich Kovar
- Children's Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria.,Department of Pediatrics, Medical University Vienna, Vienna, Austria
| | - James Amatruda
- Departments of Pediatrics, Molecular Biology and Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Erika Brunet
- Museum National d'Histoire Naturelle, INSERM U1154, CNRS 7196, Paris, France
| | - Stefan Burdach
- Children's Cancer Research Center and Department of Pediatrics, Klinikum rechts der Isar, Technical University and Comprehensive Cancer Center Munich (CCCM), Munich, Germany
| | - Florencia Cidre-Aranaz
- Unidad de Tumores Sólidos Infantiles, Área de Genética Humana, Instituto de Investigación de Enfermedades Raras, Instituto de Salud Carlos III, Madrid, Spain
| | - Enrique de Alava
- Institute of Biomedicine of Sevilla (IBiS), Virgen del Rocio University Hospital /CSIC/University de Sevilla, Department of Pathology, Seville, Spain
| | - Uta Dirksen
- University Children´s Hospital Muenster, Pediatric Hematology and Oncology, Muenster, Germany
| | - Wietske van der Ent
- INSERM U830, Laboratoire de Génétique et Biologie des Cancers, Institut Curie, Paris, France.,Institute of Biology, Leiden University, Leiden, The Netherlands
| | - Patrick Grohar
- Van Andel Institute, Center for Cancer and Cell Biology and Helen DeVos Children's Hospital, Grand Rapids, MI, USA
| | - Thomas G P Grünewald
- Laboratory for Pediatric Sarcoma Biology, Institute of Pathology of the LMU Munich, Munich, Germany
| | - Lee Helman
- Center for Cancer Rearch, NCI, NIH, Bethesda, MA, USA
| | - Peter Houghton
- Greehey Children's Cancer Research Institute, University of Texas Health Science Center, San Antonio, TX, USA
| | - Kristiina Iljin
- VTT Technical Research Centre of Finland Ltd, Espoo, Finland
| | - Eberhard Korsching
- Institute of Bioinformatics, Faculty of Medicine, University of Muenster, Muenster, Germany
| | - Marc Ladanyi
- Department of Pathology and Human Oncology and Pathogenesis Program, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Elizabeth Lawlor
- Department of Pediatrics and Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Stephen Lessnick
- Center for Childhood Cancer and Blood Disorders, Nationwide Children's Hospital, and the Division of Pediatric Hematology/Oncology/BMT, The Ohio State University, Columbus, OH, USA
| | - Joseph Ludwig
- Department of Sarcoma Medical Oncology, MD Anderson Cancer Center, Houston, TX, USA
| | - Paul Meltzer
- Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Markus Metzler
- Pediatric Oncology and Hematology, University Hospital Erlangen, Erlangen, Germany
| | - Jaume Mora
- Department of Pediatric Oncology, Sant Joan de Déu Hospital, Barcelona, Spain
| | - Richard Moriggl
- Ludwig Boltzmann Institute for Cancer Research, Vienna, Austria.,Institute of Animal Breeding and Genetics, University of Veterinary Medicine and Medical University, Vienna, Austria
| | - Takuro Nakamura
- Division of Carcinogenesis, The Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | | | - Branka Radic Sarikas
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | | | - Guenther H S Richter
- Children's Cancer Research Center and Department of Pediatrics, Klinikum rechts der Isar, Technical University and Comprehensive Cancer Center Munich (CCCM), Munich, Germany
| | - Claudia Rossig
- University Children´s Hospital Muenster, Pediatric Hematology and Oncology, Muenster, Germany
| | - Keri Schadler
- Department of Pediatrics Research, MD Anderson Cancer Center, Houston, TX, USA
| | - Beat W Schäfer
- Department of Oncology and Children's Research Center, University Children's Hospital, Zurich, Switzerland
| | - Katia Scotlandi
- CRS Development of Biomolecular Therapies, Experimental Oncology Lab, Rizzoli Institute, Bologna, Italy
| | - Nathan C Sheffield
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Anang Shelat
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis,TN, USA
| | | | - Poul Sorensen
- Department of Molecular Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Elizabeth Stewart
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Alejandro Sweet-Cordero
- Division of Hematology and Oncology, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Karoly Szuhai
- Department of Molecular Cell Biology, Leiden University Medical Center, Leiden, The Netherlands
| | - Oscar M Tirado
- Sarcoma Research Group, Molecular Oncology Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Franck Tirode
- INSERM U830, Laboratoire de Génétique et Biologie des Cancers, Institut Curie, Paris, France
| | - Jeffrey Toretsky
- Department of Oncology, Georgetown University School of Medicine, Washington, DC, USA
| | - Kalliopi Tsafou
- Department of Oncology, Georgetown University School of Medicine, Washington, DC, USA
| | - Aykut Üren
- Department of Oncology, Georgetown University School of Medicine, Washington, DC, USA
| | - Andrei Zinovyev
- INSERM U830, Laboratoire de Génétique et Biologie des Cancers, Institut Curie, Paris, France.,INSERM, U900, Paris, France.,Ecole des Mines ParisTech, Fontainbleau, France
| | - Olivier Delattre
- INSERM U830, Laboratoire de Génétique et Biologie des Cancers, Institut Curie, Paris, France
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12
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He T, Surdez D, Rantala JK, Haapa-Paananen S, Ban J, Kauer M, Tomazou E, Fey V, Alonso J, Kovar H, Delattre O, Iljin K. High-throughput RNAi screen in Ewing sarcoma cells identifies leucine rich repeats and WD repeat domain containing 1 (LRWD1) as a regulator of EWS-FLI1 driven cell viability. Gene 2016; 596:137-146. [PMID: 27760381 DOI: 10.1016/j.gene.2016.10.021] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Revised: 09/21/2016] [Accepted: 10/14/2016] [Indexed: 12/31/2022]
Abstract
A translocation leading to the formation of an oncogenic EWS-ETS fusion protein defines Ewing sarcoma. The most frequent gene fusion, present in 85 percent of Ewing sarcomas, is EWS-FLI1. Here, a high-throughput RNA interference screen was performed to identify genes whose function is critical for EWS-FLI1 driven cell viability. In total, 6781 genes were targeted by siRNA molecules and the screen was performed both in presence and absence of doxycycline-inducible expression of the EWS-FLI1 shRNA in A673/TR/shEF Ewing sarcoma cells. The Leucine rich repeats and WD repeat Domain containing 1 (LRWD1) targeting siRNA pool was the strongest hit reducing cell viability only in EWS-FLI1 expressing Ewing sarcoma cells. LRWD1 had been previously described as a testis specific gene with only limited information on its function. Analysis of LRWD1 mRNA levels in patient samples indicated that high expression associated with poor overall survival in Ewing sarcoma. Gene ontology analysis of LRWD1 co-expressed genes in Ewing tumors revealed association with DNA replication and analysis of differentially expressed genes in LRWD1 depleted Ewing sarcoma cells indicated a role in connective tissue development and cellular morphogenesis. Moreover, EWS-FLI1 repressed genes with repressive H3K27me3 chromatin marks were highly enriched among LRWD1 target genes in A673/TR/shEF Ewing sarcoma cells, suggesting that LRWD1 contributes to EWS-FLI1 driven transcriptional regulation. Taken together, we have identified LRWD1 as a novel regulator of EWS-FLI1 driven cell viability in A673/TR/shEF Ewing sarcoma cells, shown association between high LRWD1 mRNA expression and aggressive disease and identified processes by which LRWD1 may promote oncogenesis in Ewing sarcoma.
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Affiliation(s)
- Tao He
- VTT Technical Research Centre of Finland, Turku, Finland
| | - Didier Surdez
- Institut Curie, Unité de génétique somatique, Paris, France; Genetics and Biology of Cancers Unit, Institut Curie, PSL Research University, Paris, France; INSERM U830, Institut Curie Research Center, Paris, France
| | | | | | - Jozef Ban
- Children's Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | - Maximilian Kauer
- Children's Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | - Eleni Tomazou
- Children's Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | - Vidal Fey
- VTT Technical Research Centre of Finland, Turku, Finland
| | - Javier Alonso
- Unidad de Tumores Sólidos Infantiles, Área de Genética Humana, Instituto de Investigación de Enfermedades Raras, Instituto de Salud Carlos III, Madrid, Spain
| | - Heinrich Kovar
- Children's Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria; Department of Pediatrics, Medical University, Vienna, Austria
| | - Olivier Delattre
- Institut Curie, Unité de génétique somatique, Paris, France; Genetics and Biology of Cancers Unit, Institut Curie, PSL Research University, Paris, France; INSERM U830, Institut Curie Research Center, Paris, France; Institut Curie Genomics of Excellence (ICGex) Platform, Institut Curie Research Center, Paris, France
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13
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Duffy DJ, Krstic A, Halasz M, Schwarzl T, Fey D, Iljin K, Mehta JP, Killick K, Whilde J, Turriziani B, Haapa-Paananen S, Fey V, Fischer M, Westermann F, Henrich KO, Bannert S, Higgins DG, Kolch W. Integrative omics reveals MYCN as a global suppressor of cellular signalling and enables network-based therapeutic target discovery in neuroblastoma. Oncotarget 2016; 6:43182-201. [PMID: 26673823 PMCID: PMC4791225 DOI: 10.18632/oncotarget.6568] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2015] [Accepted: 11/23/2015] [Indexed: 12/12/2022] Open
Abstract
Despite intensive study, many mysteries remain about the MYCN oncogene's functions. Here we focus on MYCN's role in neuroblastoma, the most common extracranial childhood cancer. MYCN gene amplification occurs in 20% of cases, but other recurrent somatic mutations are rare. This scarcity of tractable targets has hampered efforts to develop new therapeutic options. We employed a multi-level omics approach to examine MYCN functioning and identify novel therapeutic targets for this largely un-druggable oncogene. We used systems medicine based computational network reconstruction and analysis to integrate a range of omic techniques: sequencing-based transcriptomics, genome-wide chromatin immunoprecipitation, siRNA screening and interaction proteomics, revealing that MYCN controls highly connected networks, with MYCN primarily supressing the activity of network components. MYCN's oncogenic functions are likely independent of its classical heterodimerisation partner, MAX. In particular, MYCN controls its own protein interaction network by transcriptionally regulating its binding partners. Our network-based approach identified vulnerable therapeutically targetable nodes that function as critical regulators or effectors of MYCN in neuroblastoma. These were validated by siRNA knockdown screens, functional studies and patient data. We identified β-estradiol and MAPK/ERK as having functional cross-talk with MYCN and being novel targetable vulnerabilities of MYCN-amplified neuroblastoma. These results reveal surprising differences between the functioning of endogenous, overexpressed and amplified MYCN, and rationalise how different MYCN dosages can orchestrate cell fate decisions and cancerous outcomes. Importantly, this work describes a systems-level approach to systematically uncovering network based vulnerabilities and therapeutic targets for multifactorial diseases by integrating disparate omic data types.
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Affiliation(s)
- David J Duffy
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland.,The Whitney Laboratory for Marine Bioscience, University of Florida, St. Augustine, Florida, USA
| | - Aleksandar Krstic
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland
| | - Melinda Halasz
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland
| | - Thomas Schwarzl
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland.,European Molecular Biology Laboratory (EMBL), Meyerhofstraße, Heidelberg, Germany
| | - Dirk Fey
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland
| | | | - Jai Prakash Mehta
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland
| | - Kate Killick
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland
| | - Jenny Whilde
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland
| | | | | | - Vidal Fey
- VTT Technical Research Centre of Finland, Espoo, Finland
| | - Matthias Fischer
- Department of Paediatric Haematology and Oncology and Center for Molecular Medicine Cologne (CMMC), University Hospital Cologne, Cologne, Germany
| | - Frank Westermann
- Division of NB Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kai-Oliver Henrich
- Division of NB Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Steffen Bannert
- Division of NB Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Desmond G Higgins
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland.,Conway Institute of Biomolecular & Biomedical Research, University College Dublin, Belfield, Dublin, Ireland.,School of Medicine and Medical Science, University College Dublin, Belfield, Dublin, Ireland
| | - Walter Kolch
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland.,Conway Institute of Biomolecular & Biomedical Research, University College Dublin, Belfield, Dublin, Ireland.,School of Medicine and Medical Science, University College Dublin, Belfield, Dublin, Ireland
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14
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Ketola K, Viitala M, Kohonen P, Fey V, Culig Z, Kallioniemi O, Iljin K. High-throughput cell-based compound screen identifies pinosylvin methyl ether and tanshinone IIA as inhibitors of castration-resistant prostate cancer. J Mol Biochem 2016; 5:12-22. [PMID: 27891324 PMCID: PMC5120689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Current treatment options for castration-resistant prostate cancer (CRPC) are limited. In this study, a high-throughput screen of 4910 drugs and drug-like molecules was performed to identify antiproliferative compounds in androgen ablated prostate cancer cells. The effect of compounds on cell viability was compared in androgen ablated LNCaP prostate cancer cells and in LNCaP cells grown in presence of androgens as well as in two non-malignant prostate epithelial cells (RWPE-1 and EP156T). Validation experiments of cancer specific anti-proliferative compounds indicated pinosylvin methyl ether (PSME) and tanshinone IIA as potent inhibitors of androgen ablated LNCaP cell proliferation. PSME is a stilbene compound with no previously described anti-neoplastic activity whereas tanshinone IIA is currently used in cardiovascular disorders and proposed as a cancer drug. To gain insights into growth inhibitory mechanisms in CRPC, genome-wide gene expression analysis was performed in PSME- and tanshinone IIA-exposed cells. Both compounds altered the expression of genes involved in cell cycle and steroid and cholesterol biosynthesis in androgen ablated LNCaP cells. Decrease in androgen signalling was confirmed by reduced expression of androgen receptor and prostate specific antigen in PSME- or tanshinone IIA-exposed cells. Taken together, this systematic screen identified a novel anti-proliferative agent, PSME, for CRPC. Moreover, our screen confirmed tanshinone IIA as well as several other compounds as potential prostate cancer growth inhibitors also in androgen ablated prostate cancer cells. These results provide valuable starting points for preclinical and clinical studies for CRPC treatment.
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Affiliation(s)
- Kirsi Ketola
- Turku Centre for Biotechnology, University of Turku, Finland
| | - Miro Viitala
- Turku Centre for Biotechnology, University of Turku, Finland
| | - Pekka Kohonen
- Medical Biotechnology, VTT Technical Research Centre of Finland, Finland
| | - Vidal Fey
- Medical Biotechnology, VTT Technical Research Centre of Finland, Finland
| | - Zoran Culig
- Division of Experimental Urology, Innsbruck Medical University, Innsbruck, Austria
| | - Olli Kallioniemi
- Turku Centre for Biotechnology, University of Turku, Finland
- Medical Biotechnology, VTT Technical Research Centre of Finland, Finland
- Division of Experimental Urology, Innsbruck Medical University, Innsbruck, Austria
- Institute for Molecular Medicine, Finland (FIMM), University of Helsinki, Finland
| | - Kristiina Iljin
- Turku Centre for Biotechnology, University of Turku, Finland
- Medical Biotechnology, VTT Technical Research Centre of Finland, Finland
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15
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Lehtinen L, Vesterkvist P, Roering P, Korpela T, Hattara L, Kaipio K, Mpindi JP, Hynninen J, Auranen A, Davidson B, Haglund C, Iljin K, Grenman S, Siitari H, Carpen O. REG4 Is Highly Expressed in Mucinous Ovarian Cancer: A Potential Novel Serum Biomarker. PLoS One 2016; 11:e0151590. [PMID: 26981633 PMCID: PMC4794165 DOI: 10.1371/journal.pone.0151590] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Accepted: 03/01/2016] [Indexed: 11/26/2022] Open
Abstract
Preoperative diagnostics of ovarian neoplasms rely on ultrasound imaging and the serum biomarkers CA125 and HE4. However, these markers may be elevated in non-neoplastic conditions and may fail to identify most non-serous epithelial cancer subtypes. The objective of this study was to identify histotype-specific serum biomarkers for mucinous ovarian cancer. The candidate genes with mucinous histotype specific expression profile were identified from publicly available gene-expression databases and further in silico data mining was performed utilizing the MediSapiens database. Candidate biomarker validation was done using qRT-PCR, western blotting and immunohistochemical staining of tumor tissue microarrays. The expression level of the candidate gene in serum was compared to the serum CA125 and HE4 levels in a patient cohort of prospectively collected advanced ovarian cancer. Database searches identified REG4 as a potential biomarker with specificity for the mucinous ovarian cancer subtype. The specific expression within epithelial ovarian tumors was further confirmed by mRNA analysis. Immunohistochemical staining of ovarian tumor tissue arrays showed distinctive cytoplasmic expression pattern only in mucinous carcinomas and suggested differential expression between benign and malignant mucinous neoplasms. Finally, an ELISA based serum biomarker assay demonstrated increased expression only in patients with mucinous ovarian cancer. This study identifies REG4 as a potential serum biomarker for histotype-specific detection of mucinous ovarian cancer and suggests serum REG4 measurement as a non-invasive diagnostic tool for postoperative follow-up of patients with mucinous ovarian cancer.
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Affiliation(s)
- Laura Lehtinen
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland
- * E-mail:
| | - Pia Vesterkvist
- VTT Technical Research Centre of Finland, Espoo and Turku Centre for Biotechnology, University of Turku, Turku, Finland
| | - Pia Roering
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland
| | - Taina Korpela
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland
| | - Liisa Hattara
- VTT Technical Research Centre of Finland, Espoo and Turku Centre for Biotechnology, University of Turku, Turku, Finland
| | - Katja Kaipio
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland
| | - John-Patrick Mpindi
- FIMM, Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland
| | - Johanna Hynninen
- Department of Obstetrics and Gynecology, Turku University Hospital, University of Turku, Turku, Finland
| | - Annika Auranen
- Department of Obstetrics and Gynecology, Turku University Hospital, University of Turku, Turku, Finland
| | - Ben Davidson
- Department of Pathology, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway
- University of Oslo, Faculty of Medicine, Institute of Clinical Medicine, Oslo, Norway
| | - Caj Haglund
- Department of Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Research Programs Unit, Translational Cancer Biology, University of Helsinki, Helsinki, Finland
| | - Kristiina Iljin
- VTT Technical Research Centre of Finland, Espoo and Turku Centre for Biotechnology, University of Turku, Turku, Finland
| | - Seija Grenman
- Department of Obstetrics and Gynecology, Turku University Hospital, University of Turku, Turku, Finland
| | - Harri Siitari
- VTT Technical Research Centre of Finland, Espoo and Turku Centre for Biotechnology, University of Turku, Turku, Finland
| | - Olli Carpen
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland
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16
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Haka J, Niemi MH, Iljin K, Reddy VS, Takkinen K, Laukkanen ML. Isolation of Mal d 1 and Api g 1 - specific recombinant antibodies from mouse IgG Fab fragment libraries - Mal d 1-specific antibody exhibits cross-reactivity against Bet v 1. BMC Biotechnol 2015; 15:34. [PMID: 26013405 PMCID: PMC4446070 DOI: 10.1186/s12896-015-0157-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Accepted: 05/01/2015] [Indexed: 11/12/2022] Open
Abstract
Background Around 3–5% of the population suffer from IgE-mediated food allergies in Western countries and the number of food-allergenic people is increasing. Individuals with certain pollen allergies may also suffer from a sensitisation to proteins in the food products. As an example a person sensitised to the major birch pollen allergen, Bet v 1, is often sensitised to its homologues, such as the major allergens of apple, Mal d 1, and celery, Api g 1, as well. Development of tools for the reliable, sensitive and quick detection of allergens present in various food products is essential for allergic persons to prevent the consumption of substances causing mild and even life-threatening immune responses. The use of monoclonal antibodies would ensure the specific detection of the harmful food content for a sensitised person. Methods Mouse IgG antibody libraries were constructed from immunised mice and specific recombinant antibodies for Mal d 1 and Api g 1 were isolated from the libraries by phage display. More detailed characterisation of the resulting antibodies was carried out using ELISA, SPR experiments and immunoprecipitation assays. Results The allergen-specific Fab fragments exhibited high affinity towards the target recombinant allergens. Furthermore, the Fab fragments also recognised native allergens from natural sources. Interestingly, isolated Mal d 1-specific antibody bound also to Bet v 1, the main allergen eliciting the cross-reactivity syndrome between the birch pollen and apple. Despite the similarities in Api g 1 and Bet v 1 tertiary structures, the isolated Api g 1-specific antibodies showed no cross-reactivity to Bet v 1. Conclusions Here, high-affinity allergen-specific recombinant antibodies were isolated with interesting binding properties. With further development, these antibodies can be utilised as tools for the specific and reliable detection of allergens from different consumable products. This study gives new preliminary insights to elucidate the mechanism behind the pollen-food syndrome and to study the IgG epitope of the allergens.
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Affiliation(s)
- Jaana Haka
- VTT Technical Research Centre of Finland Ltd, P.O. Box 1000, Espoo, FI-02044 VTT, Finland.
| | - Merja H Niemi
- Department of Chemistry, University of Eastern Finland, Joensuu Campus, P.O. Box 111, Joensuu, FI-80101, Finland.
| | - Kristiina Iljin
- VTT Technical Research Centre of Finland Ltd, P.O. Box 1000, Espoo, FI-02044 VTT, Finland.
| | - Vanga Siva Reddy
- International Centre for Genetic Engineering and Biotechnology, Aruna Asaf Ali Marg, New Delhi, 110067, India.
| | - Kristiina Takkinen
- VTT Technical Research Centre of Finland Ltd, P.O. Box 1000, Espoo, FI-02044 VTT, Finland.
| | - Marja-Leena Laukkanen
- VTT Technical Research Centre of Finland Ltd, P.O. Box 1000, Espoo, FI-02044 VTT, Finland.
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17
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Haka J, Niemi M, Iljin K, Reddy VS, Takkinen K, Laukkanen M. Development of recombinant antibodies for reliable and sensitive food allergen detection. Clin Transl Allergy 2015. [PMCID: PMC4412413 DOI: 10.1186/2045-7022-5-s3-p52] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Affiliation(s)
- Jaana Haka
- VTT Technical Research Centre of FinlandEspooFinland
| | - Merja Niemi
- Department of ChemistryUniversity of Eastern FinlandJoensuuFinland
| | | | - Vanga Siva Reddy
- International Centre for Genetic Engineering and BiotechnologyNew DelhiIndia
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18
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Wikman H, Westphal L, Schmid F, Pollari S, Kropidlowski J, Sielaff-Frimpong B, Glatzel M, Matschke J, Westphal M, Iljin K, Huhtala H, Terracciano L, Kallioniemi A, Sauter G, Müller V, Witzel I, Lamszus K, Kemming D, Pantel K. Loss of CADM1 expression is associated with poor prognosis and brain metastasis in breast cancer patients. Oncotarget 2015; 5:3076-87. [PMID: 24833255 PMCID: PMC4102793 DOI: 10.18632/oncotarget.1832] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Breast cancer brain metastases (BCBM) are detected with increasing incidence. In order to detect potential genes involved in BCBM, we first screened for genes down-regulated by methylation in cell lines with site-specific metastatic ability. The expression of five genes, CADM1, SPARC, RECK, TNFAIP3 and CXCL14, which were also found down-regulated in gene expression profiling analyses of BCBM tissue samples, was verified by qRT-PCR in a larger patient cohort. CADM1 was chosen for further down-stream analyses. A higher incidence of CADM1 methylation, correlating with lower expression levels, was found in BCBM as compared to primary BC. Loss of CADM1 protein expression was detected most commonly among BCBM samples as well as among primary tumors with subsequent brain relapse. The prognostic role of CADM1 expression was finally verified in four large independent breast cancer cohorts (n=2136). Loss of CADM1 protein expression was associated with disease stage, lymph node status, and tumor size in primary BC. Furthermore, all analyses revealed a significant association between loss of CADM1 and shorter survival. In multivariate analyses, survival was significantly shorter among patients with CADM1-negative tumors. Loss of CADM1 expression is an independent prognostic factor especially associated with the development of brain metastases in breast cancer patients.
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Affiliation(s)
- Harriet Wikman
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Saeed K, Östling P, Björkman M, Mirtti T, Alanen K, Vesterinen T, Sankila A, Lundin J, Lundin M, Rannikko A, Nordling S, Mpindi JP, Kohonen P, Iljin K, Kallioniemi O, Rantala JK. Androgen receptor-interacting protein HSPBAP1 facilitates growth of prostate cancer cells in androgen-deficient conditions. Int J Cancer 2014; 136:2535-45. [PMID: 25359680 DOI: 10.1002/ijc.29303] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2013] [Accepted: 10/16/2014] [Indexed: 12/31/2022]
Abstract
Hormonal therapies targeting androgen receptor (AR) are effective in prostate cancer (PCa), but often the cancers progress to fatal castrate-resistant disease. Improved understanding of the cellular events during androgen deprivation would help to identify survival and stress pathways whose inhibition could synergize with androgen deprivation. Toward this aim, we performed an RNAi screen on 2,068 genes, including kinases, phosphatases, epigenetic enzymes and other druggable gene targets. High-content cell spot microarray (CSMA) screen was performed in VCaP cells in the presence and absence of androgens with detection of Ki67 and cleaved ADP-ribose polymerase (cPARP) as assays for cell proliferation and apoptosis. Thirty-nine candidate genes were identified, whose silencing inhibited proliferation or induced apoptosis of VCaP cells exclusively under androgen-deprived conditions. One of the candidates, HSPB (heat shock 27 kDa)-associated protein 1 (HSPBAP1), was confirmed to be highly expressed in tumor samples and its mRNA expression levels increased with the Gleason grade. We found that strong HSPBAP1 immunohistochemical staining (IHC) was associated with shorter disease-specific survival of PCa patients compared with negative to moderate staining. Furthermore, we demonstrate that HSPBAP1 interacts with AR in the nucleus of PCa cells specifically during androgen-deprived conditions, occupies chromatin at PSA/klk3 and TMPRSS2/tmprss2 enhancers and regulates their expression. In conclusion, we suggest that HSPBAP1 aids in sustaining cell viability by maintaining AR signaling during androgen-deprived conditions.
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Affiliation(s)
- Khalid Saeed
- Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Helsinki, Finland
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Veikkolainen V, Vaparanta K, Halkilahti K, Iljin K, Sundvall M, Elenius K. Function ofERBB4is determined by alternative splicing. Cell Cycle 2014; 10:2647-57. [DOI: 10.4161/cc.10.16.17194] [Citation(s) in RCA: 90] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Wikman H, Westphal L, Schmid F, Glatzel M, Matschke J, Westphal M, Pollari S, Iljin K, Terracciani L, Huhtala H, Kallioniemi A, Sauter G, Müller V, Witzel I, Lamszus K, Kemming D, Pantel K. Abstract 46: Loss of CADM1 expression is associated with poor prognosis and brain metastasis in breast cancer patients. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-46] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Purpose: Breast cancer brain metastases (BCBM) are detected with increasing incidence. Therefore, identification of genes involved in BCBM formation is of great interest. Eperimental Design: In order to detect potential genes involved in BCBM, we first screened for genes down-regulated by methylation in cell lines with site-specific metastatic ability. The expression of five genes, CADM1, SPARC, RECK, TNFAIP3 and CXCL14, which were also found down-regulated in gene expression profiling analyses of BCBM tissue samples, were verified by qRT-PCR in a larger patient cohort. CADM1 was chosen for further down-stream analyses. Results: A higher incidence of CADM1 methylation, correlating with the expression levels, was found in BCBM as compared to non-matched primary BC. Similarly, loss of CADM1 protein expression was detected more commonly among BCBM samples as well as among primary breast tumors with subsequent brain relapse. The prognostic role of CADM1 expression was finally verified in two publicly available data sets (n=418) and in two large independent primary breast cancer TMA tumor cohorts (n=1718). The immunohistochemical analyses revealed an association between loss of CADM1 protein expression and risk factors such as disease stage, lymph node status, and tumor size in primary BC. Furthermore, all analyses revealed a significant association between CADM1 and shorter survival. In multivariate analyses, survival was significantly longer for patients with CADM1-positive primary tumors for both TMA data sets (p= 0.04 and p=0.01). Conclusions: Loss of CADM1 expression is an independent prognostic factor especially associated with the development of brain metastases in breast cancer patients.
Citation Format: Harriet Wikman, Laura Westphal, Felicitas Schmid, Markus Glatzel, Jakob Matschke, Manfred Westphal, Sirkku Pollari, Kristiina Iljin, Luigi Terracciani, Heini Huhtala, Anne Kallioniemi, Guido Sauter, Volkmar Müller, Isabell Witzel, Katrin Lamszus, Dirk Kemming, Klaus Pantel. Loss of CADM1 expression is associated with poor prognosis and brain metastasis in breast cancer patients. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 46. doi:10.1158/1538-7445.AM2014-46
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Affiliation(s)
- Harriet Wikman
- 1University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Laura Westphal
- 1University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | - Markus Glatzel
- 1University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jakob Matschke
- 1University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | - Sirkku Pollari
- 2VTT Technical Research Centre of Finland, Turku, Finland
| | | | | | | | | | - Guido Sauter
- 1University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Volkmar Müller
- 1University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Isabell Witzel
- 1University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Katrin Lamszus
- 1University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | - Klaus Pantel
- 1University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Gardberg M, Heuser VD, Iljin K, Kampf C, Uhlen M, Carpén O. Characterization of Leukocyte Formin FMNL1 Expression in Human Tissues. J Histochem Cytochem 2014; 62:460-470. [PMID: 24700756 DOI: 10.1369/0022155414532293] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Formins are cytoskeleton regulating proteins characterized by a common FH2 structural domain. As key players in the assembly of actin filaments, formins direct dynamic cytoskeletal processes that influence cell shape, movement and adhesion. The large number of formin genes, fifteen in the human, suggests distinct tasks and expression patterns for individual family members, in addition to overlapping functions. Several formins have been associated with invasive cell properties in experimental models, linking them to cancer biology. One example is FMNL1, which is considered to be a leukocyte formin and is known to be overexpressed in lymphomas. Studies on FMNL1 and many other formins have been hampered by a lack of research tools, especially antibodies suitable for staining paraffin-embedded formalin-fixed tissues. Here we characterize, using bioinformatics tools and a validated antibody, the expression pattern of FMNL1 in human tissues and study its subcellular distribution. Our results indicate that FMNL1 expression is not restricted to hematopoietic tissues and that neoexpression of FMNL1 can be seen in epithelial cancer.
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Affiliation(s)
- Maria Gardberg
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland (MG,VDH, OC)Medical Biotechnology, VTT Technical Research Centre of Finland, and Turku Centre for Biotechnology, University of Turku, Turku, Finland (KI)Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden (CK)Science for Life Laboratory and Albanova University Center Royal Institute of Technology, Stockholm, Sweden (MU)
| | - Vanina D Heuser
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland (MG,VDH, OC)Medical Biotechnology, VTT Technical Research Centre of Finland, and Turku Centre for Biotechnology, University of Turku, Turku, Finland (KI)Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden (CK)Science for Life Laboratory and Albanova University Center Royal Institute of Technology, Stockholm, Sweden (MU)
| | - Kristiina Iljin
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland (MG,VDH, OC)Medical Biotechnology, VTT Technical Research Centre of Finland, and Turku Centre for Biotechnology, University of Turku, Turku, Finland (KI)Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden (CK)Science for Life Laboratory and Albanova University Center Royal Institute of Technology, Stockholm, Sweden (MU)
| | - Caroline Kampf
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland (MG,VDH, OC)Medical Biotechnology, VTT Technical Research Centre of Finland, and Turku Centre for Biotechnology, University of Turku, Turku, Finland (KI)Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden (CK)Science for Life Laboratory and Albanova University Center Royal Institute of Technology, Stockholm, Sweden (MU)
| | - Mathias Uhlen
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland (MG,VDH, OC)Medical Biotechnology, VTT Technical Research Centre of Finland, and Turku Centre for Biotechnology, University of Turku, Turku, Finland (KI)Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden (CK)Science for Life Laboratory and Albanova University Center Royal Institute of Technology, Stockholm, Sweden (MU)
| | - Olli Carpén
- Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland (MG,VDH, OC)Medical Biotechnology, VTT Technical Research Centre of Finland, and Turku Centre for Biotechnology, University of Turku, Turku, Finland (KI)Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden (CK)Science for Life Laboratory and Albanova University Center Royal Institute of Technology, Stockholm, Sweden (MU)
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Lehtinen L, Iljin K, Hynninen J, Auranen A, Haglund C, Grenman S, Carpén O. Abstract A2: Novel serum biomarkers for histotype specific ovarian cancer diagnosis. Clin Cancer Res 2013. [DOI: 10.1158/1078-0432.ovca13-a2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Current diagnostic methods for ovarian cancer include gynecological inspection, ultrasound-imaging and detection of the serum tumor marker CA-125. Even combined, these methods are insufficient in specificity and sensitivity for detection of early disease. Since the majority of ovarian carcinomas are of epithelial origin, the carcinogenesis has thought to be induced in the epithelial layer of the ovaries or fallopian tubes. However, recent findings indicate that many ovarian cancers originate from non-ovarian tissues and therefore different ovarian cancer histotypes should be regarded as distinct diseases. Currently the histotype of ovarian carcinomas can be determined only during surgery. There is an increasing need for more sensitive and specific biomarkers for ovarian cancer diagnosis as well as for prediction of biological tumor behavior.
In this study, genes with ovarian cancer specific expression profile were identified from publicly available gene-expression databases. In order to find potential serum biomarker candidates, further in silico data mining was performed utilizing the GeneSapiens database. The identified ovarian cancer specific and potentially secreted or surface-expressed genes were validated in vitro in patient samples and primary ovarian cancer cells lines with qRT-PCR, western blotting and immunohistochemical staining of tumor tissue microarrays. The presence of the candidate biomarkers in patient serum samples was studied with dot blotting and immunoprecipitation. Finally, the expression levels of the candidate genes were compared to the pre-operative CA-125 and HE-4 levels in a cohort of prospective collected advanced ovarian cancer patients.
The in silico data analyses resulted in identification of altogether six novel serum biomarker candidates for serous, mucinous and clear cell ovarian tumors. Analysis of tumor samples and primary cell lines derived from ovarian cancer patient samples confirmed the expression of the candidate genes in ovarian carcinomas. Furthermore, the mRNA analysis showed evidence of histotype specificity, especially in the case of potential biomarkers for mucinous ovarian carcinoma. Immunohistochemical staining of several tumor tissue samples showed distinctive cytoplasmic expression pattern characteristic for secreted proteins. Further analysis of the presence of the biomarkers in the sera of the patients and matched controls is in progress.
Citation Format: Laura Lehtinen, Kristiina Iljin, Johanna Hynninen, Annika Auranen, Caj Haglund, Seija Grenman, Olli Carpén. Novel serum biomarkers for histotype specific ovarian cancer diagnosis. [abstract]. In: Proceedings of the AACR Special Conference on Advances in Ovarian Cancer Research: From Concept to Clinic; Sep 18-21, 2013; Miami, FL. Philadelphia (PA): AACR; Clin Cancer Res 2013;19(19 Suppl):Abstract nr A2.
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Affiliation(s)
- Laura Lehtinen
- 1Turku University and Turku University Hospital, Turku, Finland,
| | | | - Johanna Hynninen
- 1Turku University and Turku University Hospital, Turku, Finland,
| | - Annika Auranen
- 1Turku University and Turku University Hospital, Turku, Finland,
| | - Caj Haglund
- 3Helsinki University Central Hospital, Helsinki, Finland
| | - Seija Grenman
- 1Turku University and Turku University Hospital, Turku, Finland,
| | - Olli Carpén
- 1Turku University and Turku University Hospital, Turku, Finland,
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Lehtinen L, Ketola K, Mäkelä R, Mpindi JP, Viitala M, Kallioniemi O, Iljin K. High-throughput RNAi screening for novel modulators of vimentin expression identifies MTHFD2 as a regulator of breast cancer cell migration and invasion. Oncotarget 2013; 4:48-63. [PMID: 23295955 PMCID: PMC3702207 DOI: 10.18632/oncotarget.756] [Citation(s) in RCA: 83] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Vimentin is an intermediate filament protein, with a key role in the epithelial to mesenchymal transition as well as cell invasion, and it is often upregulated during cancer progression. However, relatively little is known about its regulation in cancer cells. Here, we performed an RNA interference screen followed by protein lysate microarray analysis in bone metastatic MDA-MB-231(SA) breast cancer cells to identify novel regulators of vimentin expression. Out of the 596 genes investigated, three novel vimentin regulators EPHB4, WIPF2 and MTHFD2 were identified. The reduced vimentin expression in response to EPHB4, WIPF2 and MTHFD2 silencing was observed at mRNA and protein levels. Bioinformatic analysis of gene expression data across cancers indicated overexpression of EPHB4 and MTHFD2 in breast cancer and high expression associated with poor clinical characteristics. Analysis of 96 cDNA samples derived from both normal and malignant human tissues suggested putative association with metastatic disease. MTHFD2 knockdown resulted in impaired cell migration and invasion into extracellular matrix as well as decreased the fraction of cells with a high CD44 expression, a marker of cancer stem cells. Furthermore, MTHFD2 expression was induced in response to TGF-β stimulation in breast cancer cells. Our results show that MTHFD2 is overexpressed in breast cancer, associates with poor clinical characteristics and promotes cellular features connected with metastatic disease, thus implicating MTHFD2 as a potential drug target to block breast cancer cell migration and invasion.
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Affiliation(s)
- Laura Lehtinen
- Medical Biotechnology, VTT Technical Research Centre of Finland and Turku Centre for Biotechnology, University of Turku, Turku, Finland.
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Ketola K, Kallioniemi O, Iljin K. Chemical biology drug sensitivity screen identifies sunitinib as synergistic agent with disulfiram in prostate cancer cells. PLoS One 2012; 7:e51470. [PMID: 23251544 PMCID: PMC3520796 DOI: 10.1371/journal.pone.0051470] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2012] [Accepted: 11/06/2012] [Indexed: 12/13/2022] Open
Abstract
Background Current treatment options for castration- and treatment-resistant prostate cancer are limited and novel approaches are desperately needed. Our recent results from a systematic chemical biology sensitivity screen covering most known drugs and drug-like molecules indicated that aldehyde dehydrogenase inhibitor disulfiram is one of the most potent cancer-specific inhibitors of prostate cancer cell growth, including TMPRSS2-ERG fusion positive cancers. However, the results revealed that disulfiram alone does not block tumor growth in vivo nor induce apoptosis in vitro, indicating that combinatorial approaches may be required to enhance the anti-neoplastic effects. Methods and Findings In this study, we utilized a chemical biology drug sensitivity screen to explore disulfiram mechanistic details and to identify compounds potentiating the effect of disulfiram in TMPRSS2-ERG fusion positive prostate cancer cells. In total, 3357 compounds including current chemotherapeutic agents as well as drug-like small molecular compounds were screened alone and in combination with disulfiram. Interestingly, the results indicated that androgenic and antioxidative compounds antagonized disulfiram effect whereas inhibitors of receptor tyrosine kinase, proteasome, topoisomerase II, glucosylceramide synthase or cell cycle were among compounds sensitizing prostate cancer cells to disulfiram. The combination of disulfiram and an antiangiogenic agent sunitinib was studied in more detail, since both are already in clinical use in humans. Disulfiram-sunitinib combination induced apoptosis and reduced androgen receptor protein expression more than either of the compounds alone. Moreover, combinatorial exposure reduced metastatic characteristics such as cell migration and 3D cell invasion as well as induced epithelial differentiation shown as elevated E-cadherin expression. Conclusions Taken together, our results propose novel combinatorial approaches to inhibit prostate cancer cell growth. Disulfiram-sunitinib combination was identified as one of the potent synergistic approaches. Since sunitinib alone has been reported to lack efficacy in prostate cancer clinical trials, our results provide a rationale for novel combinatorial approach to target prostate cancer more efficiently.
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Affiliation(s)
- Kirsi Ketola
- VTT Technical Research Centre of Finland, and Turku Centre for Biotechnology, University of Turku, Turku, Finland.
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Vainio P, Lehtinen L, Mirtti T, Hilvo M, Seppänen-Laakso T, Virtanen J, Sankila A, Nordling S, Lundin J, Rannikko A, Orešič M, Kallioniemi O, Iljin K. Phospholipase PLA2G7, associated with aggressive prostate cancer, promotes prostate cancer cell migration and invasion and is inhibited by statins. Oncotarget 2012; 2:1176-90. [PMID: 22202492 PMCID: PMC3282076 DOI: 10.18632/oncotarget.397] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Prostate cancer is the second leading cause of cancer mortality in men in developed countries. Due to the heterogeneous nature of the disease, design of novel personalized treatments is required to achieve efficient therapeutic responses. We have recently identified phospholipase 2 group VII (PLA2G7) as a potential drug target especially in ERG oncogene positive prostate cancers. Here, the expression profile of PLA2G7 was studied in 1137 prostate cancer and 409 adjacent non-malignant prostate tissues using immunohistochemistry to validate its biomarker potential and putative association with disease progression. In order to reveal the molecular alterations induced by PLA2G7 impairment, lipidomic and gene expression profiling was performed in response to PLA2G7 silencing in cultured prostate cancer cells. Moreover, the antineoplastic effect of statins combined with PLA2G7 impairment was studied in prostate cancer cells to evaluate the potential of repositioning of in vivo compatible drugs developed for other indications towards anti-cancer purposes. The results indicated that PLA2G7 is a cancer-selective biomarker in 50% of prostate cancers and associates with aggressive disease. The alterations induced by PLA2G7 silencing highlighted the potential of PLA2G7 inhibition as an anti-proliferative, pro-apoptotic and anti-migratorial therapeutic approach in prostate cancer. Moreover, the anti-proliferative effect of PLA2G7 silencing was potentiated by lipid-lowering statins in prostate cancer cells. Taken together, our results support the potential of PLA2G7 as a biomarker and a drug target in prostate cancer and present a rationale for combining PLA2G7 inhibition with the use of statins in prostate cancer management.
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Affiliation(s)
- Paula Vainio
- Medical Biotechnology, VTT Technical Research Centre of Finland, and Turku Centre for Biotechnology, University of Turku, Finland
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27
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Vainio P, Wolf M, Edgren H, He T, Kohonen P, Mpindi JP, Smit F, Verhaegh G, Schalken J, Perälä M, Iljin K, Kallioniemi O. Integrative genomic, transcriptomic, and RNAi analysis indicates a potential oncogenic role for FAM110B in castration-resistant prostate cancer. Prostate 2012; 72:789-802. [PMID: 21919029 DOI: 10.1002/pros.21487] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2011] [Accepted: 08/19/2011] [Indexed: 11/09/2022]
Abstract
BACKGROUND Castration-resistant prostate cancer (CRPC) represents a therapeutic challenge for current medications. METHODS In order to explore the molecular mechanisms involved in CRPC progression and to identify new therapeutic targets, we analyzed a unique sample set of 11 CRPCs and 7 advanced tumors by array-CGH and gene expression microarrays. The genome-wide DNA and RNA data were integrated to identify genes whose overexpression was driven by their amplification. To assess the functional role of these genes, their expression was analyzed in a transcriptional data set of 329 clinical prostate cancers and the corresponding gene products were silenced using RNA interference in prostate cancer cells. RESULTS Six recurrent genetic targets were identified in the CRPCs; ATP1B1, AR, FAM110B, LAS1L, MYC, and YIPF6. In addition to AR and MYC, FAM110B emerged as a potential key gene involved in CRPC progression in a subset of the tumors. FAM110B was able to regulate AR signaling in prostate cancer cells and FAM110B itself was regulated by androgens. FAM110B siRNA inhibited the growth of prostate cancer cells in vitro, and this effect was substantially enhanced in androgen deficient conditions. Ectopic FAM110B expression in non-cancerous epithelial prostate cells induced aneuploidy and impaired antigen presentation. CONCLUSIONS The DNA/RNA gene outlier detection combined with siRNA cell proliferation assay identified FAM110B as a potential growth promoting key gene for CRPC. FAM110B appears to have a key role in the androgen signaling and progression of CRPC impacting multiple cancer hallmarks and therefore highlighting a potential therapeutic target.
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Affiliation(s)
- Paula Vainio
- Turku Centre for Biotechnology, University of Turku, Turku, Finland
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Denkert C, Bucher E, Hilvo M, Salek R, Orešič M, Griffin J, Brockmöller S, Klauschen F, Loibl S, Barupal DK, Budczies J, Iljin K, Nekljudova V, Fiehn O. Metabolomics of human breast cancer: new approaches for tumor typing and biomarker discovery. Genome Med 2012; 4:37. [PMID: 22546809 PMCID: PMC3446265 DOI: 10.1186/gm336] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Breast cancer is the most common cancer in women worldwide, and the development of new technologies for better understanding of the molecular changes involved in breast cancer progression is essential. Metabolic changes precede overt phenotypic changes, because cellular regulation ultimately affects the use of small-molecule substrates for cell division, growth or environmental changes such as hypoxia. Differences in metabolism between normal cells and cancer cells have been identified. Because small alterations in enzyme concentrations or activities can cause large changes in overall metabolite levels, the metabolome can be regarded as the amplified output of a biological system. The metabolome coverage in human breast cancer tissues can be maximized by combining different technologies for metabolic profiling. Researchers are investigating alterations in the steady state concentrations of metabolites that reflect amplified changes in genetic control of metabolism. Metabolomic results can be used to classify breast cancer on the basis of tumor biology, to identify new prognostic and predictive markers and to discover new targets for future therapeutic interventions. Here, we examine recent results, including those from the European FP7 project METAcancer consortium, that show that integrated metabolomic analyses can provide information on the stage, subtype and grade of breast tumors and give mechanistic insights. We predict an intensified use of metabolomic screens in clinical and preclinical studies focusing on the onset and progression of tumor development.
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Affiliation(s)
- Carsten Denkert
- Institute of Pathology, Charité - Universitätsmedizin Berlin, 10117 Berlin, Germany.
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Lehtinen L, Mäkelä R, Kallioniemi O, Iljin K. Abstract 334: Identification of novel regulatory genes controlling epithelial to mesenchymal transition in cultured breast cancer cells. Cancer Res 2012. [DOI: 10.1158/1538-7445.am2012-334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Breast cancer prognosis is tightly correlated with the degree of spread beyond the primary tumor. A prerequisite for breast cancer cell dissemination is activation of a process called “epithelial - mesenchymal transition” (EMT). During EMT, epithelial cells lose epithelial characteristics, such as E-cadherin expression and gain mesenchymal properties, such as vimentin expression. The reversal process to EMT is mesenchymal-epithelial transition (MET), which occurs during colonization of the disseminated cancer cells to distant sites. Thus, EMT should be considered as a transient and reversible process in cancer progression. Despite the clinical importance, EMT and MET have been largely studied from a focused signalling standpoint, which may provide a biased view of the biological processes involved. In this study, RNAi technology followed up by lysate microarray analysis (LMA) using E-cadherin and vimentin as endpoint markers was performed to identify novel EMT and MET regulatory genes in cultured breast cancer cells. The screening conditions were optimized for the estrogen receptor (ER) positive E-cadherin expressing luminal MCF-7 breast cancer cells and for ER negative vimentin expressing mesenchymal bone metastatic MDA-MB 231 cells. The results from the replicate screens with >1012 siRNAs targeting 599 genes (1-3 siRNAs / gene) amplified and /or over-expressed in breast cancer cells were found to correlate (r > 0.9), and the validated siRNAs targeting E-cadherin and vimentin were among the top repressing hits for the corresponding endpoints, indicating reliability of the protocol. Interestingly, several novel putative E-cadherin (E-cadherin reducing siRNAs, genes inducing loss of metastatic potential) and vimentin (vimentin reducing siRNAs, metastasis-promoting candidate genes) regulators were identified and validated using secondary assays, indicating that our knowledge on EMT and MET is still far from comprehensive. Functional characterization of the identified candidate regulators in cultured breast cancer cells is on-going. Since modulation of the differentiation state of breast cancer cells is a promising therapeutic strategy, better understanding of EMT and MET may provide novel therapeutic opportunities to block breast cancer cell dissemination.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 334. doi:1538-7445.AM2012-334
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Ketola K, Hilvo M, Hyötyläinen T, Vuoristo A, Ruskeepää AL, Orešič M, Kallioniemi O, Iljin K. Salinomycin inhibits prostate cancer growth and migration via induction of oxidative stress. Br J Cancer 2012; 106:99-106. [PMID: 22215106 PMCID: PMC3251868 DOI: 10.1038/bjc.2011.530] [Citation(s) in RCA: 123] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND We have shown that a sodium ionophore monensin inhibits prostate cancer cell growth. A structurally related compound to monensin, salinomycin, was recently identified as a putative cancer stem cell inhibitor. METHODS The growth inhibitory potential of salinomycin was studied in a panel of prostate cells. To get insights into the mechanism of action, a variety of assays such as gene expression and steroid profiling were performed in salinomycin-exposed prostate cancer cells. RESULTS Salinomycin inhibited the growth of prostate cancer cells, but did not affect non-malignant prostate epithelial cells. Salinomycin impacted on prostate cancer stem cell functions as evidenced by reduced aldehyde dehydrogenase activity and the fraction of CD44(+) cells. Moreover, salinomycin reduced the expression of MYC, AR and ERG, induced oxidative stress as well as inhibited nuclear factor-κB activity and cell migration. Furthermore, profiling steroid metabolites revealed increased levels of oxidative stress-inducing steroids 7-ketocholesterol and aldosterone and decreased levels of antioxidative steroids progesterone and pregnenolone in salinomycin-exposed prostate cancer cells. CONCLUSION Our results indicate that salinomycin inhibits prostate cancer cell growth and migration by reducing the expression of key prostate cancer oncogenes, inducing oxidative stress, decreasing the antioxidative capacity and cancer stem cell fraction.
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Affiliation(s)
- K Ketola
- Medical Biotechnology, VTT Technical Research Centre of Finland, University of Turku, PL 106, FI-20521 Turku, Finland
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Paatero I, Jokilammi A, Heikkinen PT, Iljin K, Kallioniemi OP, Jones FE, Jaakkola PM, Elenius K. Interaction with ErbB4 promotes hypoxia-inducible factor-1α signaling. J Biol Chem 2012; 287:9659-9671. [PMID: 22308027 DOI: 10.1074/jbc.m111.299537] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The receptor-tyrosine kinase ErbB4 was identified as a direct regulator of hypoxia-inducible factor-1α (HIF-1α) signaling. Cleaved intracellular domain of ErbB4 directly interacted with HIF-1α in the nucleus, and stabilized HIF-1α protein in both normoxic and hypoxic conditions by blocking its proteasomal degradation. The mechanism of HIF stabilization was independent of VHL and proline hydroxylation but dependent on RACK1. ErbB4 activity was necessary for efficient HRE-driven promoter activity, transcription of known HIF-1α target genes, and survival of mammary carcinoma cells in vitro. In addition, mammary epithelial specific targeting of Erbb4 in the mouse significantly reduced the amount of HIF-1α protein in vivo. ERBB4 expression also correlated with the expression of HIF-regulated genes in a series of 4552 human normal and cancer tissue samples. These data demonstrate that soluble ErbB4 intracellular domain promotes HIF-1α stability and signaling via a novel mechanism.
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Affiliation(s)
- Ilkka Paatero
- Department of Medical Biochemistry and Genetics, and MediCity Research Laboratory, University of Turku, FI-20520 Turku, Finland,; Turku Doctoral Programme of Biomedical Sciences, FI-20520 Turku, Finland
| | - Anne Jokilammi
- Department of Medical Biochemistry and Genetics, and MediCity Research Laboratory, University of Turku, FI-20520 Turku, Finland
| | - Pekka T Heikkinen
- Turku Doctoral Programme of Biomedical Sciences, FI-20520 Turku, Finland; Turku Centre for Biotechnology, FI-20520 Turku, Finland
| | - Kristiina Iljin
- Turku Centre for Biotechnology, FI-20520 Turku, Finland; Medical Biotechnology, VTT Technical Research Centre, FI-20520 Turku, Finland
| | - Olli-Pekka Kallioniemi
- Turku Centre for Biotechnology, FI-20520 Turku, Finland; Medical Biotechnology, VTT Technical Research Centre, FI-20520 Turku, Finland,; FIMM - Institute for Molecular Medicine Finland, and the Genome-Scale Biology Research Program, Biomedicum, University of Helsinki, FI-00014 Helsinki, Finland
| | - Frank E Jones
- Department of Cell and Molecular Biology, Tulane University, New Orleans, Louisiana 70118, and
| | - Panu M Jaakkola
- Turku Centre for Biotechnology, FI-20520 Turku, Finland; Department of Oncology, Turku University Hospital, FI-20520 Turku, Finland
| | - Klaus Elenius
- Department of Medical Biochemistry and Genetics, and MediCity Research Laboratory, University of Turku, FI-20520 Turku, Finland,; Department of Oncology, Turku University Hospital, FI-20520 Turku, Finland.
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Lehtinen L, Vainio P, Wikman H, Reemts J, Hilvo M, Issa R, Pollari S, Brandt B, Oresic M, Pantel K, Kallioniemi O, Iljin K. 15-Hydroxyprostaglandin dehydrogenase associates with poor prognosis in breast cancer, induces epithelial-mesenchymal transition, and promotes cell migration in cultured breast cancer cells. J Pathol 2012; 226:674-86. [PMID: 22072156 DOI: 10.1002/path.3956] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2011] [Revised: 10/28/2011] [Accepted: 10/31/2011] [Indexed: 11/11/2022]
Abstract
Breast cancer is the most frequent cancer and the leading cause of cancer-related deaths in women worldwide. The prognosis of breast cancer is tightly correlated with the degree of spread beyond the primary tumour. Arachidonic acid (AA) and prostaglandin E(2) (PGE(2)) are known to regulate tumour metastasis enabling epithelial-mesenchymal transition (EMT). However, the detailed role of 15-hydroxyprostaglandin dehydrogenase (HPGD), the key enzyme degrading prostaglandin E(2) , remains unclear in breast cancer. Here, we show that HPGD mRNA is overexpressed in a subset of clinical breast cancers compared to normal breast tissue samples and that high HPGD mRNA expression associates with poor prognosis. Immunohistochemical staining of primary breast cancer and lymph node metastasis tissue samples confirmed high HPGD protein expression in 20% of the samples, as well as associated HPGD expression with aggressive characteristics, such as increased risk of disease relapse and shorter disease-free survival. Results from cultured cells indicated abundant HPGD expression in highly metastatic breast cancer cells, and impairment of HPGD expression using RNA interference led to a significant decrease in transforming growth factor-β signalling, in cellular arachidonic acid levels as well as in cell migration. Furthermore, gene expression microarray analysis followed by quantitative RT-PCR validation showed that HPGD silencing decreased aryl hydrocarbon receptor signalling and induced mesenchymal-epithelial transition. In conclusion, our results indicate that HPGD is highly expressed in metastatic and aggressive breast cancer and promotes EMT and migration in breast cancer cells.
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Affiliation(s)
- Laura Lehtinen
- Medical Biotechnology, VTT Technical Research Centre of Finland and Turku Centre for Biotechnology, University of Turku, Finland
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Brockmöller SF, Bucher E, Müller BM, Budczies J, Hilvo M, Griffin JL, Orešič M, Kallioniemi O, Iljin K, Loibl S, Darb-Esfahani S, Sinn BV, Klauschen F, Prinzler J, Bangemann N, Ismaeel F, Fiehn O, Dietel M, Denkert C. Integration of Metabolomics and Expression of Glycerol-3-phosphate Acyltransferase (GPAM) in Breast Cancer—Link to Patient Survival, Hormone Receptor Status, and Metabolic Profiling. J Proteome Res 2011; 11:850-60. [DOI: 10.1021/pr200685r] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
| | - Elmar Bucher
- Medical Biotechnology, VTT Technical Research Centre of Finland and University of Turku, Itäinen pitkäkatu 4C, Turku, Finland
| | - Berit M. Müller
- Institute of Pathology, Charité— Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Jan Budczies
- Institute of Pathology, Charité— Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Mika Hilvo
- VTT Technical Research Centre of Finland, Espoo, Finland
| | - Julian L. Griffin
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom
| | - Matej Orešič
- VTT Technical Research Centre of Finland, Espoo, Finland
| | | | | | - Sibylle Loibl
- German Breast Group, GBG-Forschungs GmbH, 63263 Neu-Isenburg, Germany
| | - Silvia Darb-Esfahani
- Institute of Pathology, Charité— Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Bruno V. Sinn
- Institute of Pathology, Charité— Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Frederick Klauschen
- Institute of Pathology, Charité— Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Judith Prinzler
- Institute of Pathology, Charité— Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Nikola Bangemann
- Breast Cancer Center, Charité University Hospital, 10117 Berlin, Germany
| | - Fakher Ismaeel
- Department of Gynaecology and Obstetrics, DRK Kliniken Köpenick, 12559 Berlin, Germany
- Department of Gynaecology and Obstetrics, Charité University Hospital, 13353 Berlin, Germany
| | - Oliver Fiehn
- Genome Center, University of California—Davis, Davis, California, USA
| | - Manfred Dietel
- Institute of Pathology, Charité— Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Carsten Denkert
- Institute of Pathology, Charité— Universitätsmedizin Berlin, 10117 Berlin, Germany
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Ceder R, Haig Y, Merne M, Hansson A, Zheng X, Roberg K, Nees M, Iljin K, Bloor BK, Morgan PR, Fadeel B, Grafström RC. Differentiation-promoting culture of competent and noncompetent keratinocytes identifies biomarkers for head and neck cancer. Am J Pathol 2011; 180:457-72. [PMID: 22142811 DOI: 10.1016/j.ajpath.2011.10.016] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2011] [Revised: 09/12/2011] [Accepted: 10/11/2011] [Indexed: 01/06/2023]
Abstract
Aberrant contact-inhibited proliferation and differentiation induction couple with tumor severity, albeit with an imprecise association with prognosis. Assessment of contact inhibition and differentiation-promoting culture in this study of normal and immortalized oral keratinocytes (NOK and SVpgC2a, respectively) demonstrated elevated cloning ability and saturation density in the immortalized versus normal state, including consistent absence of differentiated morphological features. Transcriptomic analysis implicated 48 gene ontology categories, 8 molecular networks, and 10 key regulator genes in confluency-induced differentiation of NOK, all of which remained nonregulated in SVpgC2a. The SVpgC2a versus NOK transcriptome enriched 52 gene ontology categories altogether, 18 molecular networks, and 39 key regulator genes, several of which were associated with epithelial-mesenchymal transition. Assessment of the previously described gene sets relative to training data sets of head and neck squamous cell carcinoma samples, one including data on tumor differentiation and patient outcome and one present in the Human Gene Expression Map, identified four genes with association to poor survival (COX7A1, MFAP5, MPDU1, and POLD1). This gene set predicted poor outcome in an independent data set of 71 head and neck squamous cell carcinomas. The present study defines, for the first time to our knowledge, the broad gene spectrum that couples to induction, and loss, of oral keratinocyte differentiation. Bioinformatics assessments of the results relative to clinical data generated novel differentiation-related tumor biomarkers relevant to patient outcome.
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Affiliation(s)
- Rebecca Ceder
- Division of Molecular Toxicology, Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
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Ketola K, Vuoristo A, Oresic M, Kallioniemi O, Iljin K. Abstract A62: Monensin-induced oxidative stress reduces prostate cancer cell motility and cancer stem cell markers. Mol Cancer Ther 2011. [DOI: 10.1158/1535-7163.targ-11-a62] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Therapeutic options for prostate cancer are limited and treatment responses to currently existing therapies are often unsatisfactory. Thus, there is an urgent need for novel agents to target advanced and metastatic prostate cancer cells. We have recently carried out a chemical-biological high-throughput screening of 4,910 known drugs and drug-like molecules in four prostate cancer cell models and two non-tumorigenic prostate epithelial cell lines to identify prostate cancer cell growth selective inhibitors. Only four compounds, antibiotic ionophore monensin, aldehyde dehydrogenase (ALDH) inhibitor disulfiram, histone deacetylase inhibitor trichostatin A and fungicide thiram inhibited selectively cancer cell growth at nanomolar concentrations. The mechanistic studies indicated that monensin inhibited prostate cancer cell growth by inducing oxidative stress and apoptosis. In addition, monensin reduced androgen receptor signaling, showed a synergistic anti-proliferative effect with anti-androgens as well as reduced the levels of MYC and ERG oncogenes and reduced the activity of ALDH in prostate cancer cells. Moreover, antioxidant vitamin C rescued the monensin induced growth inhibition, indicating that oxidative stress plays a key role in the antineoplastic effect of monensin in cultured prostate cancer cells.
Our previous Connectivity Map results indicated that monensin has agonistic effects to NF-κB inactivator and oxidative stress inducer niclosamide. Here, we show that monensin indeed reduced the activity of NF-κB pathway. NF-κB maintains cellular antioxidant defence capacity and its inhibition induces oxidative stress as well as reduces tumorigenesis, metastasis and cancer stem cell potential. Cancer stem cells have a controlled redox balance system including high ALDH and CD44 expression which protect cancer stem cells from oxidative stress. Our results confirmed that monensin reduced the cancer stem cell markers in prostate cancer cells. Moreover, monensin induced epithelial cell differentiation shown as well as reduced motility in cultured prostate cancer cells, suggesting that monensin inhibits prostate tumorigenesis by multiple ways. Furthermore, the steroid profiling indicated that monensin increases the levels of oxidative stress inducing steroids and reduces androgen precursors in cultured prostate cancer cells. In conclusion, our results suggest that impairing the redox control, which has a crucial role in cancer cells enabling survival under high intracellular ROS, is a potent way to target prostate cancer cells and potentially also prostate cancer stem cells.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2011 Nov 12-16; San Francisco, CA. Philadelphia (PA): AACR; Mol Cancer Ther 2011;10(11 Suppl):Abstract nr A62.
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Affiliation(s)
- Kirsi Ketola
- 1Medical Biotechnology, VTT Technical Research Centre of Finland and University of Turku, Turku, Finland
| | - Anu Vuoristo
- 2VTT Technical Research Centre of Finland, Espoo, Finland
| | - Matej Oresic
- 2VTT Technical Research Centre of Finland, Espoo, Finland
| | - Olli Kallioniemi
- 3Institute for Molecular Medicine, Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - Kristiina Iljin
- 1Medical Biotechnology, VTT Technical Research Centre of Finland and University of Turku, Turku, Finland
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Vainio P, Hilvo M, Vesterinen T, Gupta S, Härmä V, Nees M, Turunen JP, Lundin J, Rannikko A, Orešič M, Kallioniemi O, Iljin K. Abstract 2597: PLA2G7 associates with aggressive prostate cancer in vivo and regulates prostate cancer cell migration and adhesion in vitro. Cancer Res 2011. [DOI: 10.1158/1538-7445.am2011-2597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
There is an urgent need for more efficient and more targeted methods of prostate cancer treatment. We have previously shown PLA2G7 (also known as lipoprotein-associated phospholipase A2, Lp-PLA2) to be a possible biomarker and drug target especially in ERG positive prostate cancers by combining gene expression data from prostate cancer tissues in vivo and functional RNAi studies in vitro. To further study the potential of PLA2G7 in prostate cancer management immunohistochemical staining of 119 clinical prostate cancer samples and 112 adjacent normal prostate samples were performed. In addition, a global lipidomic, eicosanoid and gene expression analysis was utilized to study the effect of PLA2G7 silencing in ERG oncogene positive prostate cancer cells. The results emphasized high expression of PLA2G7 in 66 % of the cancer samples, whereas less than 4 % of the adjacent normal tissues showed positive staining. Furthermore, PLA2G7 expression significantly correlated with high Gleason score. PLA2G7 silencing in vitro induced a reduction in the amount of lysophosphatidyl choline and leukotriene E4, as well as in the expression of multiple genes and signaling pathways involved in cell adhesion and motility. In accordance, knock-down of PLA2G7 in 3D prostate cancer cell culture model lead to decreased invasion to extracellular matrix. Interestingly, PLA2G7 silencing also reduced the expression of ALDH1A1, a marker for malignant prostate stem cells and predictor of poor prostate cancer outcome. In conclusion, these novel findings suggest an oncogenic role for PLA2G7 in aggressive prostate cancers and support the rationale for PLA2G7 targeted therapy in these cancers. A novel PLA2G7 inhibitor is currently under clinical evaluation for cardiovascular diseases, presenting thus an interesting opportunity for drug repositioning to other indications, such as prostate cancer. In addition, lipid-lowering statins are known to lower PLA2G7 mass and activity, therefore PLA2G7 may also represent a target of lipid-lowering therapy in reducing the risk of aggressive prostate cancer.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 102nd Annual Meeting of the American Association for Cancer Research; 2011 Apr 2-6; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2011;71(8 Suppl):Abstract nr 2597. doi:10.1158/1538-7445.AM2011-2597
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Affiliation(s)
- Paula Vainio
- 1Turku Centre for Biotechnology, University of Turku, Turku, Finland
| | - Mika Hilvo
- 2VTT Medical Biotechnology, Espoo, Finland
| | - Tiina Vesterinen
- 3Institute for Molecular Medicine Finland (FIMM), Helsinki, Finland
| | - Santosh Gupta
- 1Turku Centre for Biotechnology, University of Turku, Turku, Finland
| | | | | | | | - Johan Lundin
- 3Institute for Molecular Medicine Finland (FIMM), Helsinki, Finland
| | - Antti Rannikko
- 5Helsinki University Central Hospital, Helsinki, Finland
| | | | - Olli Kallioniemi
- 3Institute for Molecular Medicine Finland (FIMM), Helsinki, Finland
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Ketola K, Vainio P, Fey V, Kallioniemi O, Iljin K. Monensin is a potent inducer of oxidative stress and inhibitor of androgen signaling leading to apoptosis in prostate cancer cells. Mol Cancer Ther 2011; 9:3175-85. [PMID: 21159605 DOI: 10.1158/1535-7163.mct-10-0368] [Citation(s) in RCA: 72] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Current treatment options for advanced and hormone refractory prostate cancer are limited and responses to commonly used androgen pathway inhibitors are often unsatisfactory. Our recent results indicated that sodium ionophore monensin is one of the most potent and cancer-specific inhibitors in a systematic sensitivity testing of most known drugs and drug-like molecules in a panel of prostate cancer cell models. Because monensin has been extensively used in veterinary applications to build muscle mass in cattle, the link to prostate cancer and androgen signaling was particularly interesting. Here, we showed that monensin effects at nanomolar concentrations are linked to induction of apoptosis and potent reduction of androgen receptor mRNA and protein in prostate cancer cells. Monensin also elevated intracellular oxidative stress in prostate cancer cells as evidenced by increased generation of intracellular reactive oxygen species and by induction of a transcriptional profile characteristic of an oxidative stress response. Importantly, the antiproliferative effects of monensin were potentiated by combinatorial treatment with the antiandrogens and antagonized by antioxidant vitamin C. Taken together, our results suggest monensin as a potential well-tolerated, in vivo compatible drug with strong proapoptotic effects in prostate cancer cells, and synergistic effects with antiandrogens. Moreover, our data suggest a general strategy by which the effects of antiandrogens could be enhanced by combinatorial administration with agents that increase oxidative stress in prostate cancer cells.
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Affiliation(s)
- Kirsi Ketola
- Medical Biotechnology, VTT Technical Research Centre of Finland, PL 106, 20521 Turku, Finland
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Viitanen J, Heimala P, Hokkanen A, Iljin K, Kerkelä E, Kolari K, Kattelus H. Stimulation of human embryonic stem cell-derived cardiomyocytes on thin-film microelectrodes. Biotechnol J 2011; 6:600-3. [DOI: 10.1002/biot.201000355] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2010] [Revised: 02/14/2011] [Accepted: 02/17/2011] [Indexed: 11/07/2022]
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Hilvo M, Denkert C, Lehtinen L, Müller B, Brockmöller S, Seppänen-Laakso T, Budczies J, Bucher E, Yetukuri L, Castillo S, Berg E, Nygren H, Sysi-Aho M, Griffin JL, Fiehn O, Loibl S, Richter-Ehrenstein C, Radke C, Hyötyläinen T, Kallioniemi O, Iljin K, Orešič M. Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression. Cancer Res 2011; 71:3236-45. [DOI: 10.1158/0008-5472.can-10-3894] [Citation(s) in RCA: 371] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Mpindi JP, Sara H, Haapa-Paananen S, Kilpinen S, Pisto T, Bucher E, Ojala K, Iljin K, Vainio P, Björkman M, Gupta S, Kohonen P, Nees M, Kallioniemi O. GTI: a novel algorithm for identifying outlier gene expression profiles from integrated microarray datasets. PLoS One 2011; 6:e17259. [PMID: 21365010 PMCID: PMC3041823 DOI: 10.1371/journal.pone.0017259] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2010] [Accepted: 01/27/2011] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Meta-analysis of gene expression microarray datasets presents significant challenges for statistical analysis. We developed and validated a new bioinformatic method for the identification of genes upregulated in subsets of samples of a given tumour type ('outlier genes'), a hallmark of potential oncogenes. METHODOLOGY A new statistical method (the gene tissue index, GTI) was developed by modifying and adapting algorithms originally developed for statistical problems in economics. We compared the potential of the GTI to detect outlier genes in meta-datasets with four previously defined statistical methods, COPA, the OS statistic, the t-test and ORT, using simulated data. We demonstrated that the GTI performed equally well to existing methods in a single study simulation. Next, we evaluated the performance of the GTI in the analysis of combined Affymetrix gene expression data from several published studies covering 392 normal samples of tissue from the central nervous system, 74 astrocytomas, and 353 glioblastomas. According to the results, the GTI was better able than most of the previous methods to identify known oncogenic outlier genes. In addition, the GTI identified 29 novel outlier genes in glioblastomas, including TYMS and CDKN2A. The over-expression of these genes was validated in vivo by immunohistochemical staining data from clinical glioblastoma samples. Immunohistochemical data were available for 65% (19 of 29) of these genes, and 17 of these 19 genes (90%) showed a typical outlier staining pattern. Furthermore, raltitrexed, a specific inhibitor of TYMS used in the therapy of tumour types other than glioblastoma, also effectively blocked cell proliferation in glioblastoma cell lines, thus highlighting this outlier gene candidate as a potential therapeutic target. CONCLUSIONS/SIGNIFICANCE Taken together, these results support the GTI as a novel approach to identify potential oncogene outliers and drug targets. The algorithm is implemented in an R package (Text S1).
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Affiliation(s)
- John Patrick Mpindi
- FIMM, Institute of Molecular Medicine Finland, University of Helsinki, Helsinki, Finland.
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Gupta S, Iljin K, Sara H, Mpindi JP, Mirtti T, Vainio P, Rantala J, Alanen K, Nees M, Kallioniemi O. FZD4 as a mediator of ERG oncogene-induced WNT signaling and epithelial-to-mesenchymal transition in human prostate cancer cells. Cancer Res 2010; 70:6735-45. [PMID: 20713528 DOI: 10.1158/0008-5472.can-10-0244] [Citation(s) in RCA: 202] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
TMPRSS2-ERG and other gene fusions involving ETS factors and genes with strong promoter elements are common in prostate cancer. Although ERG activation has been linked to invasive properties of prostate cancers, the precise mechanisms and pathways of ERG-mediated oncogenesis remain poorly understood. Here, we show that ERG knockdown in VCaP prostate cancer cells causes an activation of cell adhesion, resulting in strongly induced active beta(1)-integrin and E-cadherin expression as well as changes in WNT signaling. These observations were corroborated by data from ERG-overexpressing nontransformed prostate epithelial cells as well as gene expression data from clinical prostate cancer samples, which both indicated a link between ERG and epithelial-to-mesenchymal transition (EMT). Upregulation of several WNT pathway members was seen in ERG-positive prostate cancers, with frizzled-4 (FZD4) showing the strongest overexpression as verified by both reverse transcription-PCR and immunostaining. Both ERG knockin and knockdown modulated the levels of FZD4 expression. FZD4 silencing could mimic the ERG knockdown phenotype by inducing active beta(1)-integrin and E-cadherin expression, whereas FZD4 overexpression reversed the phenotypic effects seen with ERG knockdown. Taken together, our results provide mechanistic insights to ERG oncogenesis in prostate cancer, involving activation of WNT signaling through FZD4, leading to cancer-promoting phenotypic effects, including EMT and loss of cell adhesion.
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Affiliation(s)
- Santosh Gupta
- Medical Biotechnology, VTT Technical Research Centre of Finland, Finland
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Gardberg M, Talvinen K, Kaipio K, Iljin K, Kampf C, Uhlen M, Carpén O. Characterization of Diaphanous-related formin FMNL2 in human tissues. BMC Cell Biol 2010; 11:55. [PMID: 20633255 PMCID: PMC2912821 DOI: 10.1186/1471-2121-11-55] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2009] [Accepted: 07/15/2010] [Indexed: 11/10/2022] Open
Abstract
Background Diaphanous-related formins govern actin-based processes involved in many cellular functions, such as cell movement and invasion. Possible connections to developmental processes and cellular changes associated with malignant phenotype make them interesting study targets. In spite of this, very little is known of the tissue distribution and cellular location of any mammalian formin. Here we have carried out a comprehensive analysis of the formin family member formin -like 2 (FMNL2) in human tissues. Results An FMNL2 antibody was raised and characterized. The affinity-purified FMNL2 antibody was validated by Western blotting, Northern blotting, a peptide competition assay and siRNA experiments. Bioinformatics-based mRNA profiling indicated that FMNL2 is widely expressed in human tissues. The highest mRNA levels were seen in central and peripheral nervous systems. Immunohistochemical analysis of 26 different human tissues showed that FMNL2 is widely expressed, in agreement with the mRNA profile. The widest expression was detected in the central nervous system, since both neurons and glial cells expressed FMNL2. Strong expression was also seen in many epithelia. However, the expression in different cell types was not ubiquitous. Many mesenchymal cell types showed weak immunoreactivity and cells lacking expression were seen in many tissues. The subcellular location of FMNL2 was cytoplasmic, and in some tissues a strong perinuclear dot was detected. In cultured cells FMNL2 showed mostly a cytoplasmic localization with perinuclear accumulation consistent with the Golgi apparatus. Furthermore, FMNL2 co-localized with F-actin to the tips of cellular protrusions in WM164 human melanoma cells. This finding is in line with FMNL2's proposed function in the formation of actin filaments in cellular protrusions, during amoeboid cellular migration. Conclusion FMNL2 is expressed in multiple human tissues, not only in the central nervous system. The expression is especially strong in gastrointestinal and mammary epithelia, lymphatic tissues, placenta, and in the reproductive tract. In cultured melanoma cells, FMNL2 co-localizes with F-actin dots at the tips of cellular protrusions.
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Affiliation(s)
- Maria Gardberg
- Department of Pathology, University of Turku and Turku University Central Hospital, Turku, Finland.
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Ketola K, Vainio P, Fey V, Kohonen P, Kallioniemi O, Iljin K. 234 Drugs with known pharmacological profiles, such as monensin, disulfiram and salinomycin, show cancer-selective inhibition of prostate cancer cell growth by increasing oxidative stress. EJC Suppl 2010. [DOI: 10.1016/s1359-6349(10)71041-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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Nevo J, Mattila E, Pellinen T, Yamamoto DL, Sara H, Iljin K, Kallioniemi O, Bono P, Heikkilä P, Joensuu H, Wärri A, Ivaska J. Mammary-derived growth inhibitor alters traffic of EGFR and induces a novel form of cetuximab resistance. Clin Cancer Res 2009; 15:6570-81. [PMID: 19825952 DOI: 10.1158/1078-0432.ccr-09-0773] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Only few predictive factors for the clinical activity of anti-epidermal growth factor receptor (EGFR) therapy are available. Mammary-derived growth inhibitor (MDGI) is a small cytosolic protein suggested to play a role in the differentiation of epithelial cells. Here, we have investigated the effect of MDGI expression on the EGFR signaling and cetuximab responsiveness of cancer cells. EXPERIMENTAL DESIGN MDGI mRNA expression was investigated in clinical breast and lung cancer samples and in nontransformed and malignant cell lines. The effect of ectopic expression of MDGI on EGFR, ErbB2, and integrin function and traffic was investigated in breast and lung cancer cell lines using multiple methods. The effect of anti-EGFR agents on these cells were tested by cell proliferation measurements and by assessing tumor growth of breast cancer cells in cetuximab treated and control athymic nude mice. RESULTS Here, we show that although MDGI is absent in cultured cell lines because of epigenetic silencing, MDGI mRNA is expressed in 40% of clinical breast carcinomas and 85% of lung cancers. Ectopic expression of MDGI rendered breast and lung cancer cells resistant to the anti-EGFR antibody cetuximab in vitro and in an orthotopic breast cancer xenograft model in vivo. When expressed in cancer cells, MDGI induces intracellular accumulation of EGFR, but not ErbB2, and the internalized receptor is phosphorylated and not degraded. CONCLUSIONS MDGI-driven inherent desensitization of cancer cells is a novel molecular mechanism for resistance to the anti-EGFR antibody therapy, and MDGI may be a biomarker for responsiveness to anti-EGFR antibody therapy.
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Affiliation(s)
- Jonna Nevo
- Medical Biotechnology, VTT Technical Research Centre of Finland, Turku, Finland
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Iljin K, Ketola K, Vainio P, Halonen P, Kohonen P, Fey V, Grafström RC, Perälä M, Kallioniemi O. High-throughput cell-based screening of 4910 known drugs and drug-like small molecules identifies disulfiram as an inhibitor of prostate cancer cell growth. Clin Cancer Res 2009; 15:6070-8. [PMID: 19789329 DOI: 10.1158/1078-0432.ccr-09-1035] [Citation(s) in RCA: 154] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE To identify novel therapeutic opportunities for patients with prostate cancer, we applied high-throughput screening to systematically explore most currently marketed drugs and drug-like molecules for their efficacy against a panel of prostate cancer cells. EXPERIMENTAL DESIGN We carried out a high-throughput cell-based screening with proliferation as a primary end-point using a library of 4,910 drug-like small molecule compounds in four prostate cancer (VCaP, LNCaP, DU 145, and PC-3) and two nonmalignant prostate epithelial cell lines (RWPE-1 and EP156T). The EC(50) values were determined for each cell type to identify cancer selective compounds. The in vivo effect of disulfiram (DSF) was studied in VCaP cell xenografts, and gene microarray and combinatorial studies with copper or zinc were done in vitro for mechanistic exploration. RESULTS Most of the effective compounds, including antineoplastic agents, were nonselective and found to inhibit both cancer and control cells in equal amounts. In contrast, histone deacetylase inhibitor trichostatin A, thiram, DSF, and monensin were identified as selective antineoplastic agents that inhibited VCaP and LNCaP cell proliferation at nanomolar concentrations. DSF reduced tumor growth in vivo, induced metallothionein expression, and reduced DNA replication by downregulating MCM mRNA expression. The effect of DSF was potentiated by copper in vitro. CONCLUSIONS We identified three novel cancer-selective growth inhibitory compounds for human prostate cancer cells among marketed drugs. We then validated DSF as a potential prostate cancer therapeutic agent. These kinds of pharmacologically well-known molecules can be readily translated to in vivo preclinical studies and clinical trials.
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Affiliation(s)
- Kristiina Iljin
- Medical Biotechnology, VTT Technical Research Centre of Finland, Turku, Finland
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Björkman M, Iljin K, Halonen P, Sara H, Kaivanto E, Nees M, Kallioniemi OP. Defining the molecular action of HDAC inhibitors and synergism with androgen deprivation in ERG-positive prostate cancer. Int J Cancer 2009; 123:2774-81. [PMID: 18798265 DOI: 10.1002/ijc.23885] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Gene fusions between prostate-specific, androgen responsive TMPRSS2 gene and oncogenic ETS factors, such as ERG, occur in up to 50% of all prostate cancers. We recently defined a gene signature that was characteristic to prostate cancers with ERG activation. This suggested epigenetic reprogramming, such as upregulation of histone deactylase 1 (HDAC1) gene and downregulation of its target genes. We then hypothesized that patients with ERG-positive prostate cancers may benefit from epigenetic therapy such as HDAC inhibition (HDACi), especially in combination with antiandrogens. Here, we exposed ERG-positive prostate cancer cell lines to HDAC inhibitors Trichostatin A (TSA), MS-275 and suberoylanilide hydroxamic acid (SAHA) with or without androgen deprivation. We explored the effects on cell phenotype, gene expression as well as ERG and androgen receptor (AR) signaling. When compared with 5 other prostate cell lines, ERG-positive VCaP and DuCap cells were extremely sensitive to HDACi, in particular TSA, showing synergy with concomitant androgen deprivation increasing apoptosis. Both of the HDAC inhibitors studied caused repression of the ERG-fusion gene, whereas the pan-HDAC inhibitor TSA prominently repressed the ERG-associated gene signature. Additionally, HDACi and flutamide caused retention of AR in the cytoplasm, indicating blockage of androgen signaling. Our results support the hypothesis that HDACi, especially in combination with androgen deprivation, is effective against TMPRSS2-ERG-fusion positive prostate cancer in vitro. Together with our previous in vivo observations of an "epigenetic reprogramming gene signature" in clinical ERG-positive prostate cancers, these studies provide mechanistic insights to ERG-associated tumorigenesis and suggest therapeutic paradigms to be tested in vivo.
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Affiliation(s)
- Mari Björkman
- Medical Biotechnology, VTT Technical Research Centre of Finland, Institute for Molecular Medicine Finland and University of Turku, Turku, Finland.
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Kilpinen S, Autio R, Ojala K, Iljin K, Bucher E, Sara H, Pisto T, Saarela M, Skotheim RI, Björkman M, Mpindi JP, Haapa-Paananen S, Vainio P, Edgren H, Wolf M, Astola J, Nees M, Hautaniemi S, Kallioniemi O. Systematic bioinformatic analysis of expression levels of 17,330 human genes across 9,783 samples from 175 types of healthy and pathological tissues. Genome Biol 2008; 9:R139. [PMID: 18803840 PMCID: PMC2592717 DOI: 10.1186/gb-2008-9-9-r139] [Citation(s) in RCA: 225] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2008] [Revised: 08/07/2008] [Accepted: 09/19/2008] [Indexed: 01/10/2023] Open
Abstract
Our knowledge on tissue- and disease-specific functions of human genes is rather limited and highly context-specific. Here, we have developed a method for the comparison of mRNA expression levels of most human genes across 9,783 Affymetrix gene expression array experiments representing 43 normal human tissue types, 68 cancer types, and 64 other diseases. This database of gene expression patterns in normal human tissues and pathological conditions covers 113 million datapoints and is available from the GeneSapiens website.
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Affiliation(s)
- Sami Kilpinen
- Medical Biotechnology, VTT Technical Research Centre and University of Turku, Itäinen pitkäkatu 4C, Turku, Finland.
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Nevo J, Mattila E, Pellinen T, Yamamoto D, Sara H, Iljin K, Kallioniemi O, Bono P, Wärri A, Ivaska J. Expression of mammary derived growth inhibitor (MDGI) results in phenotypic reversal in breast cancer. EJC Suppl 2008. [DOI: 10.1016/s1359-6349(08)71323-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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Sundvall M, Iljin K, Kilpinen S, Sara H, Kallioniemi OP, Elenius K. Role of ErbB4 in breast cancer. J Mammary Gland Biol Neoplasia 2008; 13:259-68. [PMID: 18454307 DOI: 10.1007/s10911-008-9079-3] [Citation(s) in RCA: 103] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2008] [Accepted: 04/02/2008] [Indexed: 11/30/2022] Open
Abstract
Members of the ErbB subfamily of receptor tyrosine kinases are important regulators of normal mammary gland physiology, and aberrations in their signaling have been associated with breast tumorigenesis. Therapeutics targeting epidermal growth factor receptor (EGFR = ErbB1) or ErbB2 in breast cancer have been approved for clinical use. In contrast, relatively little is known about the biological significance of ErbB4 signaling in breast cancer. This review focuses on recent advances in our understanding about the role of ErbB4 in breast carcinogenesis, as well as in the potential clinical relevance of ErbB4 in breast cancer prognostics and therapy.
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Affiliation(s)
- Maria Sundvall
- Department of Medical Biochemistry and Molecular Biology, University of Turku, Kiinamyllynkatu 10, 20520, Turku, Finland
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Iljin K, Wolf M, Edgren H, Gupta S, Kilpinen S, Skotheim RI, Peltola M, Smit F, Verhaegh G, Schalken J, Nees M, Kallioniemi O. TMPRSS2 Fusions with Oncogenic ETS Factors in Prostate Cancer Involve Unbalanced Genomic Rearrangements and Are Associated with HDAC1 and Epigenetic Reprogramming. Cancer Res 2006; 66:10242-6. [PMID: 17079440 DOI: 10.1158/0008-5472.can-06-1986] [Citation(s) in RCA: 191] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Translocations fusing the strong androgen-responsive gene, TMPRSS2, with ERG or other oncogenic ETS factors may facilitate prostate cancer development. Here, we studied 18 advanced prostate cancers for ETS factor alterations, using reverse transcription-PCR and DNA and RNA array technologies, and identified putative ERG downstream gene targets from the microarray data of 410 prostate samples. Out of the 27 ETS factors, ERG was most frequently overexpressed. Seven cases showed TMPRSS2:ERG gene fusions, whereas the TMPRSS2:ETV4 fusion was seen in one case. In five out of six tumors with high ERG expression, array-CGH analysis revealed interstitial 2.8 Mb deletions between the TMPRSS2 and ERG loci, or smaller, unbalanced rearrangements. In silico analysis of the ERG gene coexpression patterns revealed an association with high expression of the histone deacetylase 1 gene, and low expression of its target genes. Furthermore, we observed increased expression of WNT-associated pathways and down-regulation of tumor necrosis factor and cell death pathways. In summary, our data indicate that the TMPRSS2:ERG translocation is common in advanced prostate cancer and occurs by virtue of unbalanced genomic rearrangements. Activation of ERG by fusion with TMPRSS2 may lead to epigenetic reprogramming, WNT signaling, and down-regulation of cell death pathways, implicating ERG in several hallmarks of cancer with potential therapeutic importance.
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Affiliation(s)
- Kristiina Iljin
- Medical Biotechnology, VTT Technical Research Centre of Finland and University of Turku, Turku, Finland
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