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1.
Nat Commun ; 9(1): 1044, 2018 03 13.
Article in English | MEDLINE | ID: mdl-29535384

ABSTRACT

Triple negative breast cancers (TNBCs) lack recurrent targetable driver mutations but demonstrate frequent copy number aberrations (CNAs). Here, we describe an integrative genomic and RNAi-based approach that identifies and validates gene addictions in TNBCs. CNAs and gene expression alterations are integrated and genes scored for pre-specified target features revealing 130 candidate genes. We test functional dependence on each of these genes using RNAi in breast cancer and non-malignant cells, validating malignant cell selective dependence upon 37 of 130 genes. Further analysis reveals a cluster of 13 TNBC addiction genes frequently co-upregulated that includes genes regulating cell cycle checkpoints, DNA damage response, and malignant cell selective mitotic genes. We validate the mechanism of addiction to a potential drug target: the mitotic kinesin family member C1 (KIFC1/HSET), essential for successful bipolar division of centrosome-amplified malignant cells and develop a potential selection biomarker to identify patients with tumors exhibiting centrosome amplification.


Subject(s)
Genomics/methods , Triple Negative Breast Neoplasms/genetics , Cell Cycle Checkpoints/genetics , DNA Copy Number Variations/genetics , DNA Damage/genetics , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/genetics , Gene Silencing/physiology , Humans , Kinesins/genetics , RNA Interference
4.
Nat Med ; 22(11): 1303-1313, 2016 11.
Article in English | MEDLINE | ID: mdl-27775704

ABSTRACT

Triple-negative breast cancers (TNBCs) have poor prognosis and lack targeted therapies. Here we identified increased copy number and expression of the PIM1 proto-oncogene in genomic data sets of patients with TNBC. TNBC cells, but not nonmalignant mammary epithelial cells, were dependent on PIM1 for proliferation and protection from apoptosis. PIM1 knockdown reduced expression of the anti-apoptotic factor BCL2, and dynamic BH3 profiling of apoptotic priming revealed that PIM1 prevents mitochondrial-mediated apoptosis in TNBC cell lines. In TNBC tumors and their cellular models, PIM1 expression was associated with several transcriptional signatures involving the transcription factor MYC, and PIM1 depletion in TNBC cell lines decreased, in a MYC-dependent manner, cell population growth and expression of the MYC target gene MCL1. Treatment with the pan-PIM kinase inhibitor AZD1208 impaired the growth of both cell line and patient-derived xenografts and sensitized them to standard-of-care chemotherapy. This work identifies PIM1 as a malignant-cell-selective target in TNBC and the potential use of PIM1 inhibitors for sensitizing TNBC to chemotherapy-induced apoptotic cell death.


Subject(s)
Apoptosis/genetics , Cell Proliferation/genetics , Gene Expression Regulation, Neoplastic , Proto-Oncogene Proteins c-pim-1/genetics , Triple Negative Breast Neoplasms/genetics , Animals , Apoptosis/drug effects , Biphenyl Compounds/pharmacology , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Survival/drug effects , Cell Survival/genetics , DNA Copy Number Variations , Female , Gene Knockdown Techniques , Humans , Mice , Mitochondria/metabolism , Myeloid Cell Leukemia Sequence 1 Protein/metabolism , Neoplasm Transplantation , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Mas , Proto-Oncogene Proteins c-bcl-2/metabolism , Proto-Oncogene Proteins c-myc/metabolism , Proto-Oncogene Proteins c-pim-1/antagonists & inhibitors , Real-Time Polymerase Chain Reaction , Thiazolidines/pharmacology , Xenograft Model Antitumor Assays
5.
BMC Genomics ; 13: 619, 2012 Nov 14.
Article in English | MEDLINE | ID: mdl-23151021

ABSTRACT

BACKGROUND: Triple-negative breast cancers (BC) represent a heterogeneous subtype of BCs, generally associated with an aggressive clinical course and where targeted therapies are currently limited. Target validation studies for all BC subtypes have largely employed established BC cell lines, which have proven to be effective tools for drug discovery. RESULTS: Given the lines of evidence suggesting that BC cell lines are effective tools for drug discovery, we assessed the similarities between triple-negative BCs and cell lines, to identify in vitro representatives, modelling the diversity within this BC subtype. 25 BC cell lines, enriched for those lacking ER, PR and HER2 expression, were subjected to transcriptomic, genomic and epigenomic profiling analyses and comparisons were made to existing knowledge of corresponding perturbations in triple-negative BCs. Transcriptional analysis segregated ER-negative BC cell lines into three groups, displaying distinctive abundances for genes involved in epithelial-mesenchymal transition, apocrine and high-grade carcinomas. DNA copy number aberrations of triple-negative BCs were well represented in cell lines and genes with coordinately altered gene expression showed similar patterns in tumours and cell lines. Methylation events in triple-negative BCs were mostly retained in epigenomes of cell lines. Combined methylation and gene expression analyses revealed a subset of genes characteristic of the Claudin-low BC subtype, exhibiting epigenetic-regulated gene expression in BC cell lines and tumours, suggesting that methylation patterns are likely to underpin subtype-specificity. CONCLUSION: Here, we provide a comprehensive analysis of triple-negative BC features on several molecular levels in BC cell lines, thereby creating an in-depth resource to access the suitability of individual lines as experimental models for studying BC tumour biology, biomarkers and possible therapeutic targets in the context of preclinical target validation.


Subject(s)
Breast Neoplasms/genetics , Carcinoma/genetics , Cell Line, Tumor/metabolism , Gene Expression Regulation, Neoplastic , Genomics , Neoplasm Proteins/genetics , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Carcinoma/metabolism , Carcinoma/pathology , Cell Line, Tumor/cytology , Claudins/genetics , Claudins/metabolism , DNA Copy Number Variations , DNA Methylation , Drug Resistance, Neoplasm , Epigenesis, Genetic , Epithelial-Mesenchymal Transition , Female , Gene Expression , Gene Expression Profiling , Humans , Models, Biological , Neoplasm Proteins/metabolism , Receptor, ErbB-2/genetics , Receptor, ErbB-2/metabolism , Receptors, Estrogen/genetics , Receptors, Estrogen/metabolism , Receptors, Progesterone/genetics , Receptors, Progesterone/metabolism
6.
Am J Pathol ; 176(6): 2607-15, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20395447

ABSTRACT

Development of chemoresistance limits the clinical efficiency of platinum-based therapy. Although many resistance mechanisms have been demonstrated, genetic/molecular alterations responsible for drug resistance in the majority of clinical cases have not been identified. We analyzed three pairs of testicular germ cell tumor cell lines using Affymetrix expression microarrays and revealed a limited number of differentially expressed genes across the cell lines when comparing the parental and resistant cells. Among them, CCND1 was the most significantly differentially expressed gene. Analysis of testicular germ cell tumor clinical samples by quantitative reverse transcription PCR analysis revealed that overall expression of CCND1 was significantly higher in resistant cases compared with sensitive samples (P < 0.0001). We also found that CCND1 was dramatically overexpressed both in induced and intrinsically resistant samples of ovarian and prostate cancer. Finally combined CCND1 knockdown using small-interfering RNA and cisplatin treatment inhibited cell growth in vitro significantly more effectively than any of these single treatments. Therefore, deregulation of CCND1 may be a major cause of cisplatin resistance in testicular germ cell tumors and may also be implicated in ovarian and prostate cancers. CCND1 could be potentially used as a marker for treatment stratification and as a molecular target to improve the treatment of platinum-resistant tumors.


Subject(s)
Antineoplastic Agents/therapeutic use , Cisplatin/therapeutic use , Cyclin D1/genetics , Drug Resistance, Neoplasm/genetics , Neoplasms, Germ Cell and Embryonal , Testicular Neoplasms , Cell Line, Tumor , Cell Proliferation , Cell Survival , Comparative Genomic Hybridization , Cyclin D1/metabolism , Female , Gene Expression Profiling , Humans , Male , Microarray Analysis , Neoplasms, Germ Cell and Embryonal/drug therapy , Neoplasms, Germ Cell and Embryonal/pathology , Neoplasms, Germ Cell and Embryonal/physiopathology , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/pathology , Ovarian Neoplasms/physiopathology , Prostatic Neoplasms/drug therapy , Prostatic Neoplasms/pathology , Prostatic Neoplasms/physiopathology , RNA, Small Interfering/genetics , RNA, Small Interfering/metabolism , Testicular Neoplasms/drug therapy , Testicular Neoplasms/pathology , Testicular Neoplasms/physiopathology
7.
Cancer Chemother Pharmacol ; 64(5): 925-33, 2009 Oct.
Article in English | MEDLINE | ID: mdl-19263053

ABSTRACT

BACKGROUND: Germ cell tumours (GCT) can become resistant to cisplatin, which is associated with a relatively poor prognosis. Oxaliplatin and satraplatin have been developed to overcome cisplatin resistance in other cancers, but their effect in cisplatin resistant (cisR) GCTs is unclear. In this work we address this issue by comparing their efficacy in three paired sensitive and cisR GCT cell lines. METHODS: Three established cisplatin sensitive (cisS) and resistant cell line pairs were used (GCT27, GCT27r: SUSA, SUSAr: 833k, 833kr). Viability was assessed using a luciferase based ATP assay and EC(50) and EC(80) concentrations were calculated. Western blot analysis and flow cytometry was used for further assessment. RESULTS: Sensitivity to the three platinum compounds was broadly similar in the three cisS lines GCT cell lines (EC(50) = 0.27-0.51 microM for cisplatin, 0.52-0.79 microM for oxaliplatin, 0.31-1.26 microM for satraplatin). EC(50) values for cisplatin in the three cisR sub lines were 1.8- to 3.8-fold higher than in the sensitive parental lines. Cross resistance to satraplatin and oxaliplatin occurred in all three cisR cell lines (resistance factor 1.9-4.4), with the exception of oxaliplatin in the 833Kr (resistance factor 0.9). Differences in the effect of specific drugs on cell cycle distribution, p53, p21 and MDM2 were observed. CONCLUSIONS: These data suggest that satraplatin and oxaliplatin could theoretically be used in chemo-naive GCTs and support the further clinical evaluation of these agents in this setting. The mechanism of cross resistance to these drugs appears multifactorial.


Subject(s)
Antineoplastic Agents/pharmacology , Cisplatin/pharmacology , Neoplasms, Germ Cell and Embryonal/drug therapy , Organoplatinum Compounds/pharmacology , Testicular Neoplasms/drug therapy , Apoptosis/drug effects , Blotting, Western , Cell Cycle/drug effects , Cell Line, Tumor , Cell Survival/drug effects , DNA, Neoplasm/biosynthesis , Drug Resistance, Neoplasm , Flow Cytometry , Gene Expression Regulation, Neoplastic/drug effects , Humans , Male , Neoplasms, Germ Cell and Embryonal/pathology , Oncogene Protein p21(ras)/biosynthesis , Oxaliplatin , Proto-Oncogene Proteins c-mdm2/biosynthesis , Testicular Neoplasms/pathology , Tumor Suppressor Protein p53/biosynthesis
8.
Genes Chromosomes Cancer ; 47(7): 604-13, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18384131

ABSTRACT

Since the introduction of cisplatin into the clinic, the treatment of patients with a variety of solid tumors including testicular germ cell tumors, ovarian and lung cancers, has dramatically improved. One of the main causes for therapeutic failure in these malignancies is the development of drug resistance. Testicular germ cell tumors (TGCTs), the most common malignancy in young men, exhibit extreme sensitivity to cisplatin-based chemotherapy, making them an ideal model for investigating the mechanisms of cisplatin chemo-sensitivity and resistance. TGCT development and pathogenesis have been well studied but little is known about the genetic background in chemo-resistant cases. We investigated genomic differences between three TGCT parental cell lines and their cisplatin resistant derivatives. Using 10K single nucleotide polymorphism (SNP) microarray analysis, we identified two small chromosomal regions with consistent copy number changes across all three pairs of resistant cell lines. These were an 8.7 Mb region at 6q26-27, which displayed consistent copy number gain and a 0.3 Mb deletion involving 4 SNPs at 10p14. Both the chromosomal gain and loss were confirmed by fluorescence in situ hybridization. The significance of these regions should be further investigated as they may contain key genes involved in the development of chemo- resistance to cisplatin-based treatment in TGCTs and other cancers.


Subject(s)
Antineoplastic Agents/therapeutic use , Chromosome Aberrations , Cisplatin/therapeutic use , Drug Resistance, Neoplasm/genetics , Testicular Neoplasms/drug therapy , Testicular Neoplasms/genetics , Gene Dosage , Humans , In Situ Hybridization, Fluorescence , Male , Microarray Analysis , Polymorphism, Single Nucleotide , Tumor Cells, Cultured
9.
Cancer Res ; 65(20): 9137-41, 2005 Oct 15.
Article in English | MEDLINE | ID: mdl-16230368

ABSTRACT

The genotype of a tumor determines its biology and clinical behavior. The genetic alterations associated with the unique embryonal morphology of nonseminomatous subtypes of testicular germ cell tumors remain to be established. Using single nucleotide polymorphism microarray analysis, we found in all of the 15 nonseminomas analyzed, large-scale chromosomal homozygosities, most of which were not associated with relative chromosome loss. This unusual genotype, distinguishing nonseminoma from seminomas and other human tumors, may be associated with the special embryonal development morphologic transition of this malignancy. Based on these genetic data, we hypothesized a new potential origin of nonseminomas through sperm fusion. Nonrandom involvement of certain chromosomes also suggests that genes on these chromosome regions may play an important role in nonseminoma development.


Subject(s)
Neoplasms, Germ Cell and Embryonal/genetics , Testicular Neoplasms/genetics , Chromosome Deletion , Genotype , Homozygote , Humans , In Situ Hybridization, Fluorescence , Male , Ploidies , Polymorphism, Single Nucleotide
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