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1.
PLoS One ; 5(12): e15031, 2010 Dec 01.
Article in English | MEDLINE | ID: mdl-21152022

ABSTRACT

BACKGROUND: Expression of the oestrogen receptor (ER) in breast cancer predicts benefit from endocrine therapy. Minimising the frequency of false negative ER status classification is essential to identify all patients with ER positive breast cancers who should be offered endocrine therapies in order to improve clinical outcome. In routine oncological practice ER status is determined by semi-quantitative methods such as immunohistochemistry (IHC) or other immunoassays in which the ER expression level is compared to an empirical threshold. The clinical relevance of gene expression-based ER subtypes as compared to IHC-based determination has not been systematically evaluated. Here we attempt to reduce the frequency of false negative ER status classification using two gene expression approaches and compare these methods to IHC based ER status in terms of predictive and prognostic concordance with clinical outcome. METHODOLOGY/PRINCIPAL FINDINGS: Firstly, ER status was discriminated by fitting the bimodal expression of ESR1 to a mixed Gaussian model. The discriminative power of ESR1 suggested bimodal expression as an efficient way to stratify breast cancer; therefore we identified a set of genes whose expression was both strongly bimodal, mimicking ESR expression status, and highly expressed in breast epithelial cell lines, to derive a 23-gene ER expression signature-based classifier. We assessed our classifiers in seven published breast cancer cohorts by comparing the gene expression-based ER status to IHC-based ER status as a predictor of clinical outcome in both untreated and tamoxifen treated cohorts. In untreated breast cancer cohorts, the 23 gene signature-based ER status provided significantly improved prognostic power compared to IHC-based ER status (P = 0.006). In tamoxifen-treated cohorts, the 23 gene ER expression signature predicted clinical outcome (HR = 2.20, P = 0.00035). These complementary ER signature-based strategies estimated that between 15.1% and 21.8% patients of IHC-based negative ER status would be classified with ER positive breast cancer. CONCLUSION/SIGNIFICANCE: Expression-based ER status classification may complement IHC to minimise false negative ER status classification and optimise patient stratification for endocrine therapies.


Subject(s)
Breast Neoplasms/metabolism , Gene Expression Profiling , Immunohistochemistry/methods , Receptors, Estrogen/genetics , Breast Neoplasms/genetics , Cohort Studies , False Negative Reactions , Female , Gene Expression Regulation , Gene Expression Regulation, Neoplastic , Humans , Normal Distribution , Oligonucleotide Array Sequence Analysis , Prognosis , Tamoxifen/pharmacology , Treatment Outcome
2.
J Cell Biochem ; 111(4): 782-90, 2010 Nov 01.
Article in English | MEDLINE | ID: mdl-20665662

ABSTRACT

Chromosomal instability (CIN) is a common cause of tumour heterogeneity and poor prognosis in solid tumours and describes cell-cell variation in chromosome structure or number across a tumour population. In this article we consider evidence suggesting that CIN may be targeted and may influence response to distinct chemotherapy regimens, using HER2-positive breast cancer as an example. Pre-clinical models have indicated a role for HER2 signalling in initiating CIN and defective cell-cycle control, and evidence suggests that HER2-targeting may attenuate this process. Anthracyclines and platinum agents may target tumours with distinct patterns of karyotypic complexity, whereas taxanes may have preferential activity in tumours with relative chromosomal stability. A greater understanding of karyotypic complexity and identification of methods to directly examine and target CIN may support novel strategies to improve outcome in cancer.


Subject(s)
Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Chromosomal Instability/genetics , Genetic Heterogeneity , Receptor, ErbB-2/metabolism , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Cell Cycle/drug effects , Chromosomal Instability/drug effects , Female , Genetic Heterogeneity/drug effects , Humans
3.
Lancet Oncol ; 11(4): 358-65, 2010 Apr.
Article in English | MEDLINE | ID: mdl-20189874

ABSTRACT

BACKGROUND: Addition of taxanes to preoperative chemotherapy in breast cancer increases the proportion of patients who have a pathological complete response (pCR). However, a substantial proportion of patients do not respond, and the prognosis is particularly poor for patients with oestrogen-receptor (ER)/progesterone-receptor (PR)/human epidermal growth factor receptor 2 (HER2; ERBB2)-negative (triple-negative) disease who do not achieve a pCR. Reliable identification of such patients is the first step in determining who might benefit from alternative treatment regimens in clinical trials. We previously identified genes involved in mitosis or ceramide metabolism that influenced sensitivity to paclitaxel, with an RNA interference (RNAi) screen in three cancer cell lines, including a triple-negative breast-cancer cell line. Here, we assess these genes as a predictor of pCR to paclitaxel combination chemotherapy in triple-negative breast cancer. METHODS: We derived a paclitaxel response metagene based on mitotic and ceramide genes identified by functional genomics studies. We used area under the curve (AUC) analysis and multivariate logistic regression to retrospectively assess the metagene in six cohorts of patients with triple-negative breast cancer treated with neoadjuvant chemotherapy; two cohorts treated with paclitaxel (n=27, 30) and four treated without paclitaxel (n=88, 28, 48, 39). FINDINGS: The metagene was associated with pCR in paclitaxel-treated cohorts (AUC 0.79 [95% CI 0.53-0.93], 0.72 [0.48-0.90]) but not in non-paclitaxel treated cohorts (0.53 [0.31-0.77], 0.59 [0.22-0.82], 0.53 [0.36-0.71], 0.64 [0.43-0.81]). In multivariate logistic regression, the metagene was associated with pCR (OR 19.92, 2.62-151.57; p=0.0039) with paclitaxel-containing chemotherapy. INTERPRETATION: The paclitaxel response metagene shows promise as a paclitaxel-specific predictor of pCR in patients with triple-negative breast cancer. The metagene is suitable for development into a reverse transcription-PCR assay, for which clinically relevant thresholds could be established in randomised clinical trials. These results highlight the potential for functional genomics to accelerate development of drug-specific predictive biomarkers without the need for training clinical trial cohorts. FUNDING: UK Medical Research Council; Cancer Research UK; the National Institute for Health Research (UK); the Danish Council for Independent Research-Medical Sciences (FSS); Breast Cancer Research Foundation (New York); Fondation Luxembourgeoise contre le Cancer; the Fonds National de la Recherche Scientifique; Brussels Region (IRSIB-IP, Life Sciences 2007) and Walloon Region (Biowin-Keymarker); Sally Pearson Breast Cancer Fund; and the European Commission.


Subject(s)
Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Drug Screening Assays, Antitumor/methods , Metagenomics/methods , Paclitaxel/pharmacology , RNA Interference , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols , Area Under Curve , Breast Neoplasms/pathology , Ceramides/genetics , Ceramides/metabolism , Female , Humans , Logistic Models , Middle Aged , Mitosis/genetics , Models, Genetic , Multivariate Analysis , Neoadjuvant Therapy , Paclitaxel/administration & dosage , Predictive Value of Tests , Retrospective Studies
4.
J Clin Oncol ; 28(7): 1145-53, 2010 Mar 01.
Article in English | MEDLINE | ID: mdl-20100965

ABSTRACT

PURPOSE Cisplatin is a chemotherapeutic agent not used routinely for breast cancer treatment. As a DNA cross-linking agent, cisplatin may be effective treatment for hereditary BRCA1-mutated breast cancers. Because sporadic triple-negative breast cancer (TNBC) and BRCA1-associated breast cancer share features suggesting common pathogenesis, we conducted a neoadjuvant trial of cisplatin in TNBC and explored specific biomarkers to identify predictors of response. PATIENTS AND METHODS Twenty-eight women with stage II or III breast cancers lacking estrogen and progesterone receptors and HER2/Neu (TNBC) were enrolled and treated with four cycles of cisplatin at 75 mg/m(2) every 21 days. After definitive surgery, patients received standard adjuvant chemotherapy and radiation therapy per their treating physicians. Clinical and pathologic treatment response were assessed, and pretreatment tumor samples were evaluated for selected biomarkers. Results Six (22%) of 28 patients achieved pathologic complete responses, including both patients with BRCA1 germline mutations;18 (64%) patients had a clinical complete or partial response. Fourteen (50%) patients showed good pathologic responses (Miller-Payne score of 3, 4, or 5), 10 had minor responses (Miller-Payne score of 1 or 2), and four (14%) progressed. All TNBCs clustered with reference basal-like tumors by hierarchical clustering. Factors associated with good cisplatin response include young age (P = .001), low BRCA1 mRNA expression (P = .03), BRCA1 promoter methylation (P = .04), p53 nonsense or frameshift mutations (P = .01), and a gene expression signature of E2F3 activation (P = .03). CONCLUSION Single-agent cisplatin induced response in a subset of patients with TNBC. Decreased BRCA1 expression may identify subsets of TNBCs that are cisplatin sensitive. Other biomarkers show promise in predicting cisplatin response.


Subject(s)
Antineoplastic Agents/therapeutic use , Breast Neoplasms/drug therapy , Cisplatin/therapeutic use , Receptor, ErbB-2/analysis , Receptors, Estrogen/analysis , Receptors, Progesterone/analysis , Adult , Aged , Breast Neoplasms/chemistry , Breast Neoplasms/genetics , Cisplatin/adverse effects , DNA Methylation , DNA-Binding Proteins/analysis , Female , Genes, BRCA1 , Genes, p53 , Humans , Middle Aged , Mutation , Neoadjuvant Therapy , Nuclear Proteins/analysis , Oligonucleotide Array Sequence Analysis , Promoter Regions, Genetic , Tumor Protein p73 , Tumor Suppressor Proteins/analysis
5.
Proteomics ; 7(24): 4477-87, 2007 Dec.
Article in English | MEDLINE | ID: mdl-18022938

ABSTRACT

The genome of the obligate intracellular bacteria Chlamydia pneumoniae contains 21 genes encoding polymorphic membrane proteins (Pmp). While no function has yet been attributed to the Pmps, they may be involved in an antigenic variation of the Chlamydia surface. It has previously been demonstrated that Pmp10 is differentially expressed in the C. pneumoniae CWL029 isolate. To evaluate whether the absence of Pmp10 in the outer membrane causes further changes to the C. pneumoniae protein profile, we subcloned the CWL029 isolate and selected a clone with minimal Pmp10 expression. Subsequently, we compared the proteome of the CWL029 isolate with the proteome of the subcloned strain and identified a specific cleavage of the C-terminal part of the major outer membrane protein (MOMP), which occurred only in the absence of Pmp10. In contrast, when Pmp10 was expressed we predominantly observed full-length MOMP. No other proteins appeared to be regulated according to the presence or absence of Pmp10. These results suggest a close association between MOMP and Pmp10, where Pmp10 may protect the C-terminal part of MOMP from proteolytic cleavage.


Subject(s)
Bacterial Outer Membrane Proteins/metabolism , Chlamydophila pneumoniae/metabolism , Amino Acid Sequence , Antibodies, Bacterial/immunology , Autoradiography , Bacterial Outer Membrane Proteins/chemistry , Bacterial Outer Membrane Proteins/immunology , Chlamydophila pneumoniae/cytology , Chlamydophila pneumoniae/isolation & purification , Chromatography, Liquid , Cloning, Molecular , Electrophoresis, Gel, Two-Dimensional , Fluorescent Antibody Technique , HeLa Cells , Humans , Immunoblotting , Mass Spectrometry , Molecular Sequence Data , Protein Processing, Post-Translational
6.
J Bacteriol ; 189(18): 6723-6, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17631631

ABSTRACT

To mimic in vivo conditions during chlamydial infections, Chlamydia trachomatis serovar D and Chlamydia pneumoniae CWL029 were cultured in low-oxygen atmospheres containing 4% O(2), with parallel controls cultured in atmospheric air. Both were enriched with 5% CO(2). The results showed a dramatic increase in the growth of C. pneumoniae but not of C. trachomatis.


Subject(s)
Chlamydia trachomatis/growth & development , Chlamydophila pneumoniae/growth & development , Inclusion Bodies/ultrastructure , Oxygen/pharmacology , Air , Chlamydia trachomatis/drug effects , Chlamydia trachomatis/genetics , Chlamydia trachomatis/ultrastructure , Chlamydophila pneumoniae/drug effects , Chlamydophila pneumoniae/genetics , Chlamydophila pneumoniae/ultrastructure , HeLa Cells , Humans , Inclusion Bodies/drug effects , Organ Specificity , Oxygen/physiology
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