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1.
Breast Cancer Res ; 19(1): 44, 2017 03 29.
Artigo em Inglês | MEDLINE | ID: mdl-28356166

RESUMO

BACKGROUND: Breast cancer is a heterogeneous disease at the clinical and molecular level. In this study we integrate classifications extracted from five different molecular levels in order to identify integrated subtypes. METHODS: Tumor tissue from 425 patients with primary breast cancer from the Oslo2 study was cut and blended, and divided into fractions for DNA, RNA and protein isolation and metabolomics, allowing the acquisition of representative and comparable molecular data. Patients were stratified into groups based on their tumor characteristics from five different molecular levels, using various clustering methods. Finally, all previously identified and newly determined subgroups were combined in a multilevel classification using a "cluster-of-clusters" approach with consensus clustering. RESULTS: Based on DNA copy number data, tumors were categorized into three groups according to the complex arm aberration index. mRNA expression profiles divided tumors into five molecular subgroups according to PAM50 subtyping, and clustering based on microRNA expression revealed four subgroups. Reverse-phase protein array data divided tumors into five subgroups. Hierarchical clustering of tumor metabolic profiles revealed three clusters. Combining DNA copy number and mRNA expression classified tumors into seven clusters based on pathway activity levels, and tumors were classified into ten subtypes using integrative clustering. The final consensus clustering that incorporated all aforementioned subtypes revealed six major groups. Five corresponded well with the mRNA subtypes, while a sixth group resulted from a split of the luminal A subtype; these tumors belonged to distinct microRNA clusters. Gain-of-function studies using MCF-7 cells showed that microRNAs differentially expressed between the luminal A clusters were important for cancer cell survival. These microRNAs were used to validate the split in luminal A tumors in four independent breast cancer cohorts. In two cohorts the microRNAs divided tumors into subgroups with significantly different outcomes, and in another a trend was observed. CONCLUSIONS: The six integrated subtypes identified confirm the heterogeneity of breast cancer and show that finer subdivisions of subtypes are evident. Increasing knowledge of the heterogeneity of the luminal A subtype may add pivotal information to guide therapeutic choices, evidently bringing us closer to improved treatment for this largest subgroup of breast cancer.


Assuntos
Biomarcadores Tumorais , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Análise por Conglomerados , Neoplasias da Mama/epidemiologia , Neoplasias da Mama/mortalidade , Variações do Número de Cópias de DNA , Feminino , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Redes Reguladoras de Genes , Humanos , Redes e Vias Metabólicas , Metabolômica/métodos , MicroRNAs/genética , Noruega/epidemiologia , Prognóstico , RNA Mensageiro/genética
2.
Int J Cancer ; 139(5): 1117-28, 2016 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-27082076

RESUMO

Robust markers of invasiveness may help reduce the overtreatment of in situ carcinomas. Breast cancer is a heterogeneous disease and biological mechanisms for carcinogenesis vary between subtypes. Stratification by subtype is therefore necessary to identify relevant and robust signatures of invasive disease. We have identified microRNA (miRNA) alterations during breast cancer progression in two separate datasets and used stratification and external validation to strengthen the findings. We analyzed two separate datasets (METABRIC and AHUS) consisting of a total of 186 normal breast tissue samples, 18 ductal carcinoma in situ (DCIS) and 1,338 invasive breast carcinomas. Validation in a separate dataset and stratification by molecular subtypes based on immunohistochemistry, PAM50 and integrated cluster classifications were performed. We propose subtype-specific miRNA signatures of invasive carcinoma and a validated signature of DCIS. miRNAs included in the invasive signatures include downregulation of miR-139-5p in aggressive subtypes and upregulation of miR-29c-5p expression in the luminal subtypes. No miRNAs were differentially expressed in the transition from DCIS to invasive carcinomas on the whole, indicating the need for subtype stratification. A total of 27 miRNAs were included in our proposed DCIS signature. Significant alterations of expression included upregulation of miR-21-5p and the miR-200 family and downregulation of let-7 family members in DCIS samples. The signatures proposed here can form the basis for studies exploring DCIS samples with increased invasive potential and serum biomarkers for in situ and invasive breast cancer.


Assuntos
Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Regulação Neoplásica da Expressão Gênica , MicroRNAs/genética , Transcriptoma , Biomarcadores Tumorais , Carcinoma Ductal de Mama/genética , Carcinoma Ductal de Mama/patologia , Carcinoma Intraductal não Infiltrante/genética , Carcinoma Intraductal não Infiltrante/patologia , Mapeamento Cromossômico , Análise por Conglomerados , Progressão da Doença , Feminino , Perfilação da Expressão Gênica , Humanos , Família Multigênica , Invasividade Neoplásica , Reprodutibilidade dos Testes
3.
Carcinogenesis ; 35(1): 76-85, 2014 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24104550

RESUMO

MicroRNAs (miRNAs) are endogenous non-coding RNAs, which play an essential role in the regulation of gene expression during carcinogenesis. The role of miRNAs in breast cancer has been thoroughly investigated, and although many miRNAs are identified as cancer related, little is known about their involvement in benign tumors. In this study, we investigated miRNA expression profiles in the two most common types of human benign tumors (fibroadenoma/fibroadenomatosis) and in malignant breast tumors and explored their role as oncomirs and tumor suppressor miRNAs. Here, we identified 33 miRNAs with similar deregulated expression in both benign and malignant tumors compared with the expression levels of those in normal tissue, including breast cancer-related miRNAs such as let-7, miR-21 and miR-155. Additionally, messenger RNA (mRNA) expression profiles were obtained for some of the same samples. Using integrated mRNA/miRNA expression analysis, we observed that overexpression of certain miRNAs co-occurred with a significant downregulation of their candidate target mRNAs in both benign and malignant tumors. In support of these findings, in vitro functional screening of the downregulated miRNAs in non-malignant and breast cancer cell lines identified several possible tumor suppressor miRNAs, including miR-193b, miR-193a-3p, miR-126, miR-134, miR-132, miR-486-5p, miR-886-3p, miR-195 and miR-497, showing reduced growth when re-expressed in cancer cells. The finding of deregulated expression of oncomirs and tumor suppressor miRNAs in benign breast tumors is intriguing, indicating that they may play a role in proliferation. A role of cancer-related miRNAs in the early phases of carcinogenesis and malignant transformation can, therefore, not be ruled out.


Assuntos
Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Regulação Neoplásica da Expressão Gênica , MicroRNAs/genética , Feminino , Genes Supressores de Tumor , Humanos , RNA Mensageiro , Valores de Referência
4.
BMC Cancer ; 13: 586, 2013 Dec 10.
Artigo em Inglês | MEDLINE | ID: mdl-24321518

RESUMO

BACKGROUND: The genetic changes in gastric adenocarcinoma are extremely complex and reliable tumor markers have not yet been identified. There are also remarkable geographical differences in the distribution of this disease. Our aim was to identify the most differentially regulated genes in 20 gastric adenocarcinomas from a Norwegian selection, compared to matched normal mucosa, and we have related our findings to prognosis, survival and chronic Helicobacter pylori infection. METHODS: Biopsies from gastric adenocarcinomas and adjacent normal gastric mucosa were obtained from 20 patients immediately following surgical resection of the tumor. Whole genome, cDNA microarray analysis was performed on the RNA isolated from the sample pairs to compare the gene expression profiles between the tumor against matched mucosa. The samples were microscopically examined to classify gastritis. The presence of H. pylori was examined using microscopy and immunohistochemistry. RESULTS: 130 genes showed differential regulation above a predefined cut-off level. Interleukin-8 (IL-8) and Claudin-1 (CLDN1) were the most consistently up-regulated genes in the tumors. Very high CLDN1 expression in the tumor was identified as an independent and significant predictor gene of reduced post-operative survival. There were distinctly different expression profiles between the tumor group and the control mucosa group, and the histological subsets of mixed type, diffuse type and intestinal type cancer demonstrated further sub-clustering. Up-regulated genes were mapped to cell-adhesion, collagen-related processes and angiogenesis, whereas normal intestinal functions such as digestion and excretion were associated with down-regulated genes. We relate the current findings to our previous study on the gene response of gastric epithelial cells to H. pylori infection. CONCLUSIONS: CLDN1 was highly up-regulated in gastric cancer, and CLDN1 expression was independently associated with a poor post-operative prognosis, and may have important prognostic value. IL-8 and CLDN1 may represent central links between the gene response seen in acute H. pylori infection of gastric epithelial cells, and ultimately gastric cancer.


Assuntos
Adenocarcinoma/metabolismo , Claudina-1/genética , Helicobacter pylori , Neoplasias Gástricas/metabolismo , Regulação para Cima , Adenocarcinoma/microbiologia , Adenocarcinoma/mortalidade , Adenocarcinoma/cirurgia , Idoso , Idoso de 80 Anos ou mais , Claudina-1/metabolismo , Feminino , Gastrectomia , Mucosa Gástrica/microbiologia , Ontologia Genética , Infecções por Helicobacter/complicações , Humanos , Estimativa de Kaplan-Meier , Masculino , Prognóstico , Modelos de Riscos Proporcionais , Transdução de Sinais , Neoplasias Gástricas/microbiologia , Neoplasias Gástricas/mortalidade , Neoplasias Gástricas/cirurgia , Transcriptoma
5.
BMC Microbiol ; 12: 9, 2012 Jan 17.
Artigo em Inglês | MEDLINE | ID: mdl-22248188

RESUMO

BACKGROUND: The association between Helicobacter pylori infection and upper gastrointestinal disease is well established. However, only a small fraction of H. pylori carriers develop disease, and there are great geographical differences in disease penetrance. The explanation to this enigma lies in the interaction between the bacterium and the host. H. pylori Outer Membrane Phospholipase A (OMPLA) has been suggested to play a role in the virulence of this bacterium. The aim of this study was to profile the most significant cellular pathways and biological processes affected in gastric epithelial cells during 24 h of H. pylori exposure, and to study the inflammatory response to OMPLA⁺ and OMPLA⁻ H. pylori variants. RESULTS: Interleukin-8 was the most significantly up-regulated gene and appears to play a paramount role in the epithelial cell response to H. pylori infection and in the pathological processes leading to gastric disease. MAPK and NF-kappaB cellular pathways were powerfully activated, but did not seem to explain the impressive IL-8 response. There was marked up-regulation of TP53BP2, whose corresponding protein ASPP2 may interact with H. pylori CagA and cause marked p53 suppression of apoptosis. Other regulators of apoptosis also showed abberant regulation. We also identified up-regulation of several oncogenes and down-regulation of tumor suppressor genes as early as during the first 24 h of infection. H. pylori OMPLA phase variation did not seem to influence the inflammatory epithelial cell gene response in this experiment. CONCLUSION: In whole genome analysis of the epithelial response to H. pylori exposure, IL-8 demonstrated the most marked up-regulation, and was involved in many of the most important cellular response processes to the infection. There was dysregulation of apoptosis, tumor suppressor genes and oncogenes as early as in the first 24 h of H. pylori infection, which may represent early signs of gastric tumorigenesis. OMPLA⁺/⁻ did not affect the acute inflammatory response to H. pylori.


Assuntos
Proteínas da Membrana Bacteriana Externa/metabolismo , Células Epiteliais/microbiologia , Perfilação da Expressão Gênica , Helicobacter pylori/patogenicidade , Interações Hospedeiro-Patógeno , Interleucina-8/biossíntese , Fosfolipases A1/metabolismo , Proteínas da Membrana Bacteriana Externa/genética , Células Cultivadas , Células Epiteliais/imunologia , Helicobacter pylori/imunologia , Humanos , Interleucina-8/genética , Análise em Microsséries , Fosfolipases A1/genética , Fatores de Virulência/genética , Fatores de Virulência/metabolismo
6.
Int J Colorectal Dis ; 27(8): 1021-7, 2012 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-22411584

RESUMO

BACKGROUND: There is a consistently reported relationship between the incidence of colon cancer and obesity. It is thought that adipose tissue, particularly visceral fat, which secretes systemic factors that alter immunological, metabolic and endocrine milieu and promotes insulin resistance by producing adipocytokines, is important in cancer progression. Systemic high concentrations of adipocytokines, such as tumour necrosis factor-alpha (TNF-α) and interleukin-6 (IL-6), and glucocorticoid metabolism-related genes have been associated with gastrointestinal cancer. However, limited information exists about the expression of these cytokines within tumour tissue. MATERIAL AND METHODS: mRNA expression of TNF-α, IL-6,IL-8, IL-10, IL-1RN, glucocorticoid receptor alpha (GR-α), 11ß-hydroxysteroid dehydrogenase type 1 (11ß-HSD1), plasminogen activator inhibitor-1 (PAI-1), Slug, vimentin, Snail and E-cadherin was analysed in paired samples of tumour tissue and normal mucosa in 60 surgical patients for Dukes B and C colorectal adenocarcinomas using quantitative reverse transcription PCR and microarray technology. The mRNA expression level of analysed genes was compared between tumour tissue and normal mucosa from the same patients, and a correlation to mRNA expression of E-cadherin in the same tissue samples was also performed. RESULTS: A highly significant difference in mRNA expression level of several of the analysed genes was observed between tumour tissue and the normal intestinal mucosa. Inverse correlation between mRNA expression of 11ßHSD1, IL-6, GR-α and PAI-1 on one hand and mRNA expression of E-cadherin on the other hand was observed. CONCLUSION: Results show that the adipocytokines and glucocorticoid metabolism-related genes are overexpressed in colorectal adenocarcinomas, and expression of these genes is associated with the downregulation of E-cadherin mRNA, connecting these genes to carcinogenesis and progression of colorectal cancer.


Assuntos
Adenocarcinoma/genética , Adipocinas/genética , Caderinas/genética , Neoplasias Colorretais/genética , Regulação para Baixo/genética , Regulação Neoplásica da Expressão Gênica , Glucocorticoides/metabolismo , Adipocinas/metabolismo , Adulto , Idoso , Idoso de 80 Anos ou mais , Antígenos CD , Caderinas/metabolismo , Transição Epitelial-Mesenquimal/genética , Perfilação da Expressão Gênica , Genes Neoplásicos/genética , Glucocorticoides/genética , Humanos , Mucosa Intestinal/metabolismo , Mucosa Intestinal/patologia , Pessoa de Meia-Idade , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Reação em Cadeia da Polimerase Via Transcriptase Reversa
7.
Dis Colon Rectum ; 54(2): 200-6, 2011 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-21228669

RESUMO

PURPOSE: Lymph-node status is considered the most important prognostic factor in colorectal cancer. The aim of the present prospective study was to evaluate the influence of micrometastases and isolated tumor cells on recurrence and disease-free survival in colon cancer. METHODS: A total of 193 patients with colon cancer, operated on between 2000 and 2005, were enrolled in the study. All lymph nodes were examined by routine microscopy in hematoxylin and eosin-stained sections. If no metastases were identified in any node, all nodes were examined immunohistochemically with monoclonal antibody CAM 5.2. RESULTS: Ordinary metastases were found in 67 patients, leaving 126 patients in stage I/II. Immunohistochemistry showed that 5% (6/126) of these had micrometastases and 26% (33/126) had isolated tumor cells. A median of 5 years of follow-up revealed local or distant recurrence in 23% (9/39) of stage I/II patients with micrometastases or isolated tumor cells, compared with 7% (6/87) without micrometastases or isolated tumor cells (P = .010). Five-year disease-free survival for patients with and without micrometastases or isolated tumor cells was 75% and 93%, respectively (P = .012). When analyzed separately, patients with isolated tumor cells (excluding micrometastases) had also lower survival than node-negative patients (P = .012). CONCLUSION: The presence of micrometastases and isolated tumor cells was found to be a prognostic factor for recurrence and disease-free survival. This may have implications for future treatment of stage I/II colon cancer.


Assuntos
Adenocarcinoma/mortalidade , Adenocarcinoma/patologia , Neoplasias do Colo/mortalidade , Neoplasias do Colo/patologia , Adenocarcinoma/cirurgia , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias do Colo/cirurgia , Intervalo Livre de Doença , Feminino , Humanos , Excisão de Linfonodo , Linfonodos/patologia , Metástase Linfática , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia , Estudos Prospectivos
8.
Int J Colorectal Dis ; 26(10): 1299-307, 2011 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-21562744

RESUMO

BACKGROUND: A national surveillance program of colon cancer treatment was introduced in 2007. We examined prognostic factors for colon cancer operated in 2000 with an aim of improving survival in the new program and a special focus on the merit of lymph node yield. METHODS: A cohort of 269 patients, 152 women (56.5%), with a mean age of 71 years, was operated for colon cancer in 2000 at three teaching hospitals and followed up for 7 years. RESULTS: Overall 5-year survival was 58.0%, and overall hospital mortality was 5.2%, with 4.5% in elective cases and 12.5% after urgent surgery. In only 41.1% of the specimens were 12 or more lymph nodes retrieved, but this did not affect survival in the combined cohort, although one of the hospitals achieved a significantly better result with a harvest of 12 or more lymph nodes. In a multivariate analysis, old age, gender, a high lymph node ratio (LNR) at stage III, and tumor-node-metastasis stage were adverse factors for survival. CONCLUSIONS: The operative mortality was high and should be reassessed. The lymph node count did not have a significant impact on outcome overall, whereas the LNR proved significant for stage III. A prospective protocol using overall lymph node yield as a surrogate measure for more radical surgery, nevertheless, seems warranted to improve the lymph node harvest according to international recommendations.


Assuntos
Envelhecimento/patologia , Neoplasias do Colo/patologia , Neoplasias do Colo/cirurgia , Linfonodos/patologia , Caracteres Sexuais , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Neoplasias do Colo/mortalidade , Feminino , Hospitais de Ensino , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Estadiamento de Neoplasias , Noruega/epidemiologia , Adulto Jovem
9.
BMC Cancer ; 10: 686, 2010 Dec 16.
Artigo em Inglês | MEDLINE | ID: mdl-21162745

RESUMO

BACKGROUND: Polycomb Group (PcG) proteins are epigenetic silencers involved in maintaining cellular identity, and their deregulation can result in cancer. Expression of Mel-18 and Bmi-1 has been studied in tumor tissue, but not in adjacent non-cancerous breast epithelium. Our study compares the expression of the two genes in normal breast epithelium of cancer patients and relates it to the level of expression in the corresponding tumors as well as in breast epithelium of healthy women. METHODS: A total of 79 tumors, of which 71 malignant tumors of the breast, 6 fibroadenomas, and 2 DCIS were studied and compared to the reduction mammoplastic specimens of 11 healthy women. In addition there was available adjacent cancer free tissue for 23 of the malignant tumors. The tissue samples were stored in RNAlater, RNA was isolated to create expression microarray profile. These two genes were then studied more closely first on mRNA transcription level by microarrays (Agilent 44 K) and quantitative RT-PCR (TaqMan) and then on protein expression level using immunohistochemistry. RESULTS: Bmi-1 mRNA is significantly up-regulated in adjacent normal breast tissue in breast cancer patients compared to normal breast tissue from noncancerous patients. Conversely, mRNA transcription level of Mel-18 is lower in normal breast from patients operated for breast cancer compared to breast tissue from mammoplasty. When protein expression of these two genes was evaluated, we observed that most of the epithelial cells were positive for Bmi-1 in both groups of tissue samples, although the expression intensity was stronger in normal tissue from cancer patients compared to mammoplasty tissue samples. Protein expression of Mel-18 showed inversely stronger intensity in tissue samples from mammoplasty compared to normal breast tissue from patients operated for breast cancer. CONCLUSION: Bmi-1 mRNA level is consistently increased and Mel-18 mRNA level is consistently decreased in adjacent normal breast tissue of cancer patients as compared to normal breast tissue in women having had reduction mammoplasties. Bmi-1/Mel-18 ratio can be potentially used as a tool for stratifying women at risk of developing malignancy.


Assuntos
Biomarcadores Tumorais/análise , Neoplasias da Mama/química , Proteínas Nucleares/análise , Proteínas Proto-Oncogênicas/análise , Proteínas Repressoras/análise , Adulto , Idoso , Biomarcadores Tumorais/genética , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Regulação para Baixo , Feminino , Perfilação da Expressão Gênica/métodos , Humanos , Imuno-Histoquímica , Pessoa de Meia-Idade , Noruega , Proteínas Nucleares/genética , Análise de Sequência com Séries de Oligonucleotídeos , Complexo Repressor Polycomb 1 , Prognóstico , Proteínas Proto-Oncogênicas/genética , RNA Mensageiro/análise , Proteínas Repressoras/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Medição de Risco , Fatores de Risco , Regulação para Cima , Adulto Jovem
10.
Breast Cancer Res ; 9(3): R30, 2007.
Artigo em Inglês | MEDLINE | ID: mdl-17504517

RESUMO

INTRODUCTION: Gene expression profiling of breast carcinomas has increased our understanding of the heterogeneous biology of this disease and promises to impact clinical care. The aim of this study was to evaluate the prognostic value of gene expression-based classification along with established prognostic markers and mutation status of the TP53 gene (tumour protein p53) in a group of breast cancer patients with long-term (12 to 16 years) follow-up. METHODS: The clinical and histopathological parameters of 200 breast cancer patients were studied for their effects on clinical outcome using univariate/multivariate Cox regression. The prognostic impact of mutations in the TP53 gene, identified using temporal temperature gradient gel electrophoresis and sequencing, was also evaluated. Eighty of the samples were analyzed for gene expression using 42 K cDNA microarrays and the patients were assigned to five previously defined molecular expression groups. The strength of the gene expression based classification versus standard markers was evaluated by adding this variable to the Cox regression model used to analyze all samples. RESULTS: Both univariate and multivariate analysis showed that TP53 mutation status, tumor size and lymph node status were the strongest predictors of breast cancer survival for the whole group of patients. Analyses of the patients with gene expression data showed that TP53 mutation status, gene expression based classification, tumor size and lymph node status were significant predictors of survival. Breast cancer cases in the 'basal-like' and 'ERBB2+' gene expression subgroups had a very high mortality the first two years, while the 'highly proliferating luminal' cases developed the disease more slowly, showing highest mortality after 5 to 8 years. The TP53 mutation status showed strong association with the 'basal-like' and 'ERBB2+' subgroups, and tumors with mutation had a characteristic gene expression pattern. CONCLUSION: TP53 mutation status and gene-expression based groups are important survival markers of breast cancer, and these molecular markers may provide prognostic information that complements clinical variables. The study adds experience and knowledge to an ongoing characterization and classification of the disease.


Assuntos
Neoplasias da Mama/epidemiologia , Neoplasias da Mama/genética , Perfilação da Expressão Gênica , Proteína Supressora de Tumor p53/genética , Adulto , Idoso , Análise de Variância , Neoplasias da Mama/mortalidade , Neoplasias da Mama Masculina/genética , Neoplasias da Mama Masculina/mortalidade , Feminino , Seguimentos , Genes erbB-2 , Genes p53 , Marcadores Genéticos , Humanos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Análise de Sequência com Séries de Oligonucleotídeos , Prognóstico , Análise de Regressão , Análise de Sobrevida , Fatores de Tempo
11.
BMC Genomics ; 7: 231, 2006 Sep 11.
Artigo em Inglês | MEDLINE | ID: mdl-16965636

RESUMO

BACKGROUND: Previous studies demonstrated breast cancer tumor tissue samples could be classified into different subtypes based upon DNA microarray profiles. The most recent study presented evidence for the existence of five different subtypes: normal breast-like, basal, luminal A, luminal B, and ERBB2+. RESULTS: Based upon the analysis of 599 microarrays (five separate cDNA microarray datasets) using a novel approach, we present evidence in support of the most consistently identifiable subtypes of breast cancer tumor tissue microarrays being: ESR1+/ERBB2-, ESR1-/ERBB2-, and ERBB2+ (collectively called the ESR1/ERBB2 subtypes). We validate all three subtypes statistically and show the subtype to which a sample belongs is a significant predictor of overall survival and distant-metastasis free probability. CONCLUSION: As a consequence of the statistical validation procedure we have a set of centroids which can be applied to any microarray (indexed by UniGene Cluster ID) to classify it to one of the ESR1/ERBB2 subtypes. Moreover, the method used to define the ESR1/ERBB2 subtypes is not specific to the disease. The method can be used to identify subtypes in any disease for which there are at least two independent microarray datasets of disease samples.


Assuntos
Neoplasias da Mama/genética , Perfilação da Expressão Gênica/métodos , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Algoritmos , Neoplasias da Mama/classificação , Neoplasias da Mama/patologia , Feminino , Perfilação da Expressão Gênica/estatística & dados numéricos , Humanos , Análise Multivariada , Análise de Sequência com Séries de Oligonucleotídeos/estatística & dados numéricos , Modelos de Riscos Proporcionais , Fatores de Risco , Análise de Sobrevida
12.
Pathology ; 38(5): 403-7, 2006 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-17008277

RESUMO

BACKGROUND: Breast cancer is the most common malignancy in women. Although an increasing number of patients with breast cancer are being cured by surgery, a considerable number of patients suffer relapse in the form of metastases after surgery. E-cadherin and catenins have documented roles in breast cancer progression. Mammography is supposed to decrease breast cancer mortality by detecting tumours while they are small and before they have reached a clinically detectable stage. AIM: In the present study, we wanted to evaluate whether there are differences in expression patterns of adhesion proteins, shown to be crucial in the metastatic process, between small tumours detected by mammography and clinically detected large tumours. METHODS: Expression of E-cadherin, alpha-catenin, beta-catenin and gamma-catenin was analysed using immunohistochemistry methods in 86 invasive breast carcinomas detected by mammography and compared with 90 clinically palpable invasive breast carcinomas. RESULTS: In the group of tumours detected by mammography (86 samples), reduced expression of E-cadherin was observed in 12 (14%) samples. Reduced expression of alpha-catenin was observed in four (4.6%) samples, and three (3.5%) samples showed reduced expression of beta-catenin. All samples showed strong expression of gamma-catenin. When expression patterns of these proteins were evaluated in 90 clinically detected tumours, we observed reduced expression of E-cadherin in 58 (64.4%) samples, 12 (13.3%) samples showed reduced expression of alpha-catenin, while nine (10%) samples showed reduced expression of beta-catenin. Strong expression of gamma-catenin was detected in all tumours also in this group.Statistical analyses revealed a highly significant difference in expression of E-cadherin (p<0.001). However, no statistically significant differences were observed in expression of alpha-catenin (p = 0.081) and beta-catenin (p = 0.092) between the two groups of tumours. CONCLUSION: Results indicate that T1 breast tumours harbour less alterations in E-cadherin-catenin complexes and therefore are probably less likely to disseminate, and patients probably have a better prognosis than if tumours are diagnosed as T2.


Assuntos
Biomarcadores Tumorais/metabolismo , Neoplasias da Mama/metabolismo , Caderinas/metabolismo , Carcinoma Ductal de Mama/metabolismo , Carcinoma Lobular/metabolismo , Cateninas/metabolismo , Idoso , Neoplasias da Mama/diagnóstico por imagem , Neoplasias da Mama/patologia , Carcinoma Ductal de Mama/diagnóstico por imagem , Carcinoma Ductal de Mama/patologia , Carcinoma Lobular/diagnóstico por imagem , Carcinoma Lobular/patologia , Feminino , Humanos , Imuno-Histoquímica , Excisão de Linfonodo , Linfonodos/patologia , Mamografia , Programas de Rastreamento/métodos , Pessoa de Meia-Idade , Prognóstico
13.
EURASIP J Bioinform Syst Biol ; 2016(1): 6, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26900390

RESUMO

Tumor size, as indicated by the T-category, is known as a strong prognostic indicator for breast cancer. It is common practice to distinguish the T1 and T2 groups at a tumor size of 2.0 cm. We investigated the 2.0-cm rule from a new point of view. Here, we try to find the optimal threshold based on the differences between the gene expression profiles of the T1 and T2 groups (as defined by the threshold). We developed a numerical algorithm to measure the overall differential gene expression between patients with smaller tumors and those with larger tumors among multiple expression datasets from different studies. We confirmed the performance of the proposed algorithm by a simulation study and then applied it to three different studies conducted at two Norwegian hospitals. We found that the maximum difference in gene expression is obtained at a threshold of 2.2-2.4 cm, and we confirmed that the optimum threshold was over 2.0 cm, as indicated by a validation study using five publicly available expression datasets. Furthermore, we observed a significant differentiation between the two threshold groups in terms of time to local recurrence for the Norwegian datasets. In addition, we performed an associated network and canonical pathway analyses for the genes differentially expressed between tumors below and above the given thresholds, 2.0 and 2.4 cm, using the Norwegian datasets. The associated network function illustrated a cellular assembly of the genes for the 2.0-cm threshold: an energy production for the 2.4-cm threshold and an enrichment in lipid metabolism based on the genes in the intersection for the 2.0- and 2.4-cm thresholds.

14.
Cancer Epidemiol Biomarkers Prev ; 11(12): 1684-8, 2002 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-12496062

RESUMO

An Arg/Pro polymorphism in codon 72 of the TP53 gene was analyzed in blood samples from 390 breast and 162 colorectal cancer patients previously investigated for TP53 mutations in their tumors. Among the breast cancer cases, 228 were homozygous for the Arg72 allele, of which, 65 (28.5%) also had a TP53 mutation in their tumors. In contrast, of 26 cases that were homozygous for the Pro72 allele, only 1 case (3.8%) had a TP53 mutation in the tumor (P = 0.004). Cloning the TP53 gene from tumor DNA followed by sequencing was performed in 14 heterozygotes with tumor mutation, and 9 of the mutations resided on the Arg72 allele. Among the colorectal cancer cases, no difference in mutation frequency was seen between the two different homozygotes, 40 TP53 mutations in 97 Arg72 homozygous cases (41.2%) versus 7 in 16 Pro72 homozygous cases (43.8%). These results suggest a selective growth advantage for cells carrying a type of TP53 mutation seen in breast carcinomas when the mutation resides on an Arg72 allele.


Assuntos
Arginina/genética , Neoplasias da Mama/genética , Neoplasias Colorretais/genética , Genes p53/genética , Mutação Puntual , Polimorfismo Genético , Alelos , Sequência de Bases , Biópsia por Agulha , Neoplasias da Mama/epidemiologia , Códon , Estudos de Coortes , Neoplasias Colorretais/epidemiologia , Análise Mutacional de DNA , Feminino , Humanos , Incidência , Perda de Heterozigosidade , Masculino , Dados de Sequência Molecular , Reação em Cadeia da Polimerase , Probabilidade , Estudos Prospectivos , Fatores de Risco , Sensibilidade e Especificidade
15.
APMIS ; 110(3): 214-20, 2002 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-12076274

RESUMO

Imbalance between pro-apoptotic and anti-apoptotic proteins, causing altered apoptosis, may lead to tumour development and tumour progression, and reduced response to adjuvant therapy. In this study, we evaluated the expression patterns of Bcl-2, Bcl-xL, and Bax protein in 126 primary invasive breast carcinomas, and the association with other clinicopathological parameters. We used immunohistochemical methods to evaluate protein expression. Reduced expression of both Bax and Bcl-2 was associated with lymphnode metastases in univariate analyses (one-way ANOVA) as well as in multivariate analysis (binary logistic regression) (Bcl-2 p=0.003 univariate, p=0.01 multivariate, Bax p=0.05 univariate, p=0.03 multivariate). Bcl-2 overexpression showed an inverse association with cyclin A (p=0.05), while expression of Bcl-xL showed an association only with cyclin D3 (p=0.04). Bcl-xL expression also showed a highly significant association with oestrogen receptor status (p=0.009). Bcl-2 and Bcl-xL showed an association with different D-type cyclins, indicating different pathways of pathogenesis. Expression of Bcl-2 was associated with better patient survival in univariate analysis (Kaplan meyer p=0.04), but lost its prognostic value in multivariate analysis (Cox regression p=0.2).


Assuntos
Neoplasias da Mama/metabolismo , Carcinoma Ductal de Mama/metabolismo , Carcinoma Lobular/metabolismo , Proteínas Proto-Oncogênicas c-bcl-2/biossíntese , Proteínas Proto-Oncogênicas/biossíntese , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias da Mama/patologia , Carcinoma Ductal de Mama/secundário , Carcinoma Lobular/secundário , Ciclinas/biossíntese , Feminino , Humanos , Imuno-Histoquímica , Estudos Longitudinais , Metástase Linfática , Pessoa de Meia-Idade , Análise Multivariada , Prognóstico , Modelos de Riscos Proporcionais , Proteína X Associada a bcl-2 , Proteína bcl-X
16.
Transl Oncol ; 7(6): 732-40, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25500083

RESUMO

BACKGROUND: Brain metastases (BMs) develop by largely unknown mechanisms and cause major morbidity and mortality in patients with solid tumors. Human cytomegalovirus (HCMV) is frequently detected in tumor tissue from patients with different cancers. Here, we aimed to determine the prevalence and potential prognostic role of HCMV in BMs. METHODS: We obtained archived samples of BMs from 41 patients with breast cancer and 37 with colorectal cancer and paired primary tumor tissues from 13 and 12 patients in each respective group. In addition, primary breast cancer tissues from 15 patients were included. HCMV proteins were detected with an immunohistochemical technique and Western blot. HCMV nucleic acids were detected with TaqMan polymerase chain reaction (PCR) assay. RESULTS: HCMV proteins were abundantly expressed in 99% of BM specimens, and in 12 of 13 (92%) paired primary breast cancer specimens. All 12 paired colon cancer samples were positive for HCMV proteins. Protein staining was mainly confined to neoplastic cells. Western blot analysis detected an HCMV-IE reactive protein in 53% of breast cancer specimens, and PCR detected the presence of HCMV DNA and transcripts in 92% and 80% of samples, respectively. Patients with high-level expression of HCMV-IE proteins in their tumors had a shorter time to tumor progression and shorter overall survival. CONCLUSIONS: The prevalence of HCMV proteins and nucleic acids is very high in primary and metastatic tumors and may drive the development of metastatic brain tumors; therefore, this virus may represent a potential therapeutic target in metastatic cancer.

17.
ISRN Oncol ; 2013: 924971, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23533813

RESUMO

Breast cancers today are of predominantly T1 (0.1 ≥ 2.0 cm) or T2 (>2 ≤ 5 cm) categories due to early diagnosis. Molecular profiling using microarrays has led to the notion of breast cancer as a heterogeneous disease both clinically and molecularly. Given the prognostic power and clinical use of tumor size, the purpose of this study was to search for molecular signatures characterizing clinical T1 and T2. In total 46 samples were included in the discovery dataset. After adjusting for hormone receptor status, lymph node status, grade, and tumor subclass 441 genes were differently expressed between T1 and T2 tumors. Focal adhesion and extracellular matrix receptor interaction were upregulated in the smaller tumors while p38MAPK signaling and immune-related pathways were more dominant in the larger tumors. The T-size signature was then tested on a validation set of 947 breast tumor samples. Using the T-size expression signatures instead of tumor size leads to a significant difference in risk for distant metastases (P < 0.001). If further confirmed, this molecular signature can be used to select patients with tumor category T1 who may need more aggressive treatment and patients with tumor category T2 who may have less benefit from it.

18.
ISRN Oncol ; 2012: 450267, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23227362

RESUMO

Gene expression studies on breast cancer have generally been performed on tissue obtained at the time of surgery. In this study, we have compared the gene expression profiles in preoperative tissue (core needle biopsies) while tumor is still in its normal milieu to postoperative tissue from the same tumor obtained during surgery. Thirteen patients were included of which eleven had undergone sentinel node diagnosis procedure before operation. Microarray gene expression analysis was performed using total RNA from all the samples. Paired significance analysis of microarrays revealed 228 differently expressed genes, including several early response stress-related genes such as members of the fos and jun families as well as genes of which the expression has previously been associated with cancer. The expression profiles found in the analyses of breast cancer tissue must be evaluated with caution. Different profiles may simply be the result of differences in the surgical trauma and timing of when samples are taken and not necessarily associated with tumor biology.

19.
J Exp Clin Cancer Res ; 29: 144, 2010 Nov 08.
Artigo em Inglês | MEDLINE | ID: mdl-21059236

RESUMO

BACKGROUND: Real-time reverse transcription PCR (qRT-PCR) is frequently used for gene expression quantification due to its methodological reproducibility and sensitivity. The gene expression is quantified by normalization to one or more reference genes which are presumed stably expressed throughout a given experiment. The aim of this study was to validate a standardized experimental setup to identifying reference genes for normalization of qRT-PCR in the metastatic and non-metastatic colon cancer. METHODS: In this study, expression of 16 commonly used reference genes was quantified in tumour tissue and individual-matched normal mucosa in 18 non-metastatic colon cancer patients and 20 colon cancer patients with distant metastases using TaqMan Low Density Array (TLDA). The expression stability was determined and compared by means of geNorm and NormFinder. RESULTS: Two pairs of genes, HPRT1/PPIA and IPO8/PPIA, were identified to be suitable to normalize gene expression data in metastatic and non-metastatic colon cancer patients, according to geNorm and NormFinder respectively. CONCLUSION: We propose a standardized approach of finding the most suitable reference gene(s) in every qRT-PCR experiment using TLDA.


Assuntos
Adenocarcinoma/genética , Neoplasias do Colo/genética , Perfilação da Expressão Gênica/normas , Análise de Sequência com Séries de Oligonucleotídeos/normas , RNA Mensageiro/análise , Reação em Cadeia da Polimerase Via Transcriptase Reversa/normas , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Padrões de Referência
20.
Artigo em Inglês | MEDLINE | ID: mdl-20814557

RESUMO

The E-cadherin-catenin complex provides cell-cell adhesion. In order for a carcinoma to metastasize, cancer cells must let go of their hold of neighboring cells in the primary tumor. The presence of components of the E-cadherin-catenin complex in 246 rectal adenocarcinomas was examined by immunohistochemistry and compared to their presence in 219 colon carcinomas. The expression data were correlated to clinical information from the patients' records. There were statistically significant differences in protein expression between the rectal and the colon carcinomas regarding membranous beta-catenin, gamma-catenin, p120-catenin, and E-cadherin, as well as nuclear beta-catenin. In the rectal carcinomas, there was a significant inverse association between the expression of p120-catenin in cell membranes of the primary tumors and the occurrence of local recurrence, while membranous protein expression of beta-catenin was inversely related to distant metastases.

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