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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
121

A Global Analysis of the Adaptations Required for Sterol Catabolism in Mycobacterium Tuberculosis: A Dissertation

Griffin, Jennifer E. 20 May 2011 (has links)
Systems biology approaches have allowed for comprehensive understanding of complicated biological processes. Here, we’ve developed a global phenotypic profiling method by improving upon transposon mutagenesis methods for identifying genes required for bacterial growth in various conditions. By using the massively parallel power of Illumina sequencing, we precisely redefined the genes required for the growth of Mycobacterium Tuberculosis (Mtb) in vitro. This adapted technique provided more informative data with both increased dynamic range and resolution. As a result, we quantitatively assessed the fitness of individual mutants, as well as identified sub-genic essentiality. Mtb is well adapted to its nutrient-limiting intracellular niche. One important and novel adaptation is its ability to consume cholesterol for both energy and carbon. A combination of this genome-wide phenotypic analysis and global metabolite profiling was used to define the dedicated cholesterol catabolic pathway, as well as important transcriptional and metabolic adaptations required for the consumption of this carbon source. We identified the methylcitrate cycle (MCC) and an unexpected gluconeogenic route as essential pathways. Furthermore, we found that the cholesterol-dependent transcriptional induction of these metabolic enzymes was also essential for growth on this substrate, a function mediated by the Rv1129c regulatory protein. Using a combination of genetic and chemical methods to inhibit these pathways, we show that cholesterol represents a significant source of carbon during intracellular growth in macrophages. Finally, we have begun to define the mechanism by which lipids, such as cholesterol, are imported into the cell by investigating the assembly of the ABC-like lipid transporter, Mce1. The subunits of this system are localized to the cell wall and data is provided to support a novel mechanism for Mce-dependent import of lipids, such as cholesterol. In sum, this global analysis of host cholesterol utilization during infection provides insight into each step of this complicated process; import into the bacterial cell, the degradation of the molecule into primary metabolites, and the transformation of these metabolites into carbon and energy.
122

Expression analysis of the 3p25.3-ptelomere genes in epithelial ovarian cancer

Rossiny, Vanessa Delphine. January 2008 (has links)
No description available.
123

Physical Characteristics Of An Individual: The Identification Of Biomarkers For Biological Age Determination

Alvarez, Michelle 01 January 2007 (has links)
It is now a matter of routine for the forensic scientist to obtain the genetic profile of an individual from DNA recovered from a biological stain deposited at a crime scene. Potential contributors of the stain must either be known to investigators (i.e. a developed suspect) or the questioned profile must be searched against a database of DNA profiles such as those maintained in the CODIS National DNA database. However, in those instances where there is no developed suspect and no match is obtained after interrogation of appropriate DNA databases, the DNA profile per se presently provides no meaningful information to investigators, with the notable exception of gender determination. In these situations it would be advantageous to the investigation, if additional probative information could be obtained from the biological stain. A useful biometric that could provide important probative information, and one that may be amenable to molecular genetic analysis, is the biological age of an individual. The ability to provide investigators with information as to whether a DNA donor is a newborn, infant, toddler, child, adolescent, adult, middle-aged or elderly individual could be useful in certain cases, particularly those involving young children such as kidnappings or in providing additional intelligence during terrorist investigations. Currently no validated molecular assays exist for age determination. Biological human ageing can be defined by two distinct processes, degenerative and developmental ageing. The degenerative process of ageing is based on theories which identify an increase or decrease in physiological conditions with increasing age. In contrast, the developmental process of ageing is based on the theory that as individuals increase in chronological age, there will be subtle corresponding molecular based biological changes, each requiring genes to be expressed or silenced, indicative of that particular stage of life. We investigated the degenerative process of chromosomal telomere shortening, as well as the developmental process of gene expression profiling analysis, in an attempt to identify biomarkers of biological age in a self-renewing tissue such as blood. While telomere length analysis was an ineffective method for age determination; gene expression analysis revealed three gene transcripts expressed in an age-dependent physiological manner. These species namely- COL1A2, HBE1 and IGFBP3, were found to be expressed at elevated levels in younger individuals, newborns, or post-pubertal individuals, respectively. The biological process of hemoglobin switching was also investigated for the possibility of determining human age. While experimenting with the potential of using the gamma-hemoglobin chains, as newborn specific gene candidates, we serendipitously discovered four novel truncated transcripts, which we have termed HBG1n1, HBG1n2, HBG2n2 and HBG2n3; whose expression was restricted to whole-blood newborn samples and specific fetal tissues. The molecular origin of these transcripts appears to be at the RNA level, being produced by specific rearrangement events occurring in the standard gamma hemoglobin transcripts (HBG1 and HBG2), which yield these new isoforms that are expressed in a highly regulated tissue specific manner.
124

IL-36gamma (IL-1F9) is a biomarker for psoriasis skin lesions

D'Erme, A.M., Wilsmann-Theis, D., Wagenpfeil, J., Holzel, M., Ferring-Schmitt, S., Sternberg, S., Wittmann, Miriam, Peters, B., Bosio, A., Bieber, T., Wenzel, J. 22 January 2015 (has links)
No / In recent years, different genes and proteins have been highlighted as potential biomarkers for psoriasis, one of the most common inflammatory skin diseases worldwide. However, most of these markers are not only psoriasis-specific but also found in other inflammatory disorders. We performed an unsupervised cluster analysis of gene expression profiles in 150 psoriasis patients and other inflammatory skin diseases (atopic dermatitis, lichen planus, contact eczema, and healthy controls). We identified a cluster of IL-17/tumor necrosis factor-alpha (TNFalpha)-associated genes specifically expressed in psoriasis, among which IL-36gamma was the most outstanding marker. In subsequent immunohistological analyses, IL-36gamma was confirmed to be expressed in psoriasis lesions only. IL-36gamma peripheral blood serum levels were found to be closely associated with disease activity, and they decreased after anti-TNFalpha-treatment. Furthermore, IL-36gamma immunohistochemistry was found to be a helpful marker in the histological differential diagnosis between psoriasis and eczema in diagnostically challenging cases. These features highlight IL-36gamma as a valuable biomarker in psoriasis patients, both for diagnostic purposes and measurement of disease activity during the clinical course. Furthermore, IL-36gamma might also provide a future drug target, because of its potential amplifier role in TNFalpha- and IL-17 pathways in psoriatic skin inflammation. / Deutsche Forschungsgemeinschaft (DFG) to JW (WE-4428), the René Touraine Foundation (for AD), and the PTJ reference number 0306v12 as part of the Technology and Innovation Program (TIP) North-Rhine Westphalia (gene expression analyses)
125

Non-neuronal expression of transient receptor potential type A1 (TRPA1) in human skin

Atoyan, R., Shander, D., Botchkareva, Natalia V. January 2009 (has links)
No
126

Modulation zellulärer Signalwege und antiviraler Mechanismen in Makrophagen durch Orthopockenviren

Bourquain, Daniel 13 May 2013 (has links)
Nach der Eradikation der humanen Pockenerkrankung stellen zoonotische Orthopockenvirus-(OPV-)Infektionen heute eine mögliche Bedrohung der öffentlichen Gesundheit dar. Hierbei sind insbesondere Kuhpocken-(CPXV), Affenpocken-(MPXV) und Vaccinia Viren (VACV) von Bedeutung. In dieser Arbeit wurde das Genexpressionsprofil humaner (HeLa) Zellen nach Infektion mit CPXV, MPXV oder VACV untersucht. Es wurden sowohl zelluläre Gene identifiziert, welche generell von allen verwendeten Viren reguliert wurden, als auch Gene, die eine Virus-spezifische Regulation durch individuelle OPV aufwiesen. Gemeinsamkeiten zeigten sich insbesondere zwischen CPXV und MPXV, welche, im Gegensatz zu VACV, die Expression zahlreicher Cytokine und Chemokine induzierten. Insbesondere für Interleukin-6, -8 und CXCL1 konnte auch auf Proteinebene eine gesteigerte Sekretion durch CPXV-infizierte Zellen nachgewiesen werden. Vermutlich aufgrund dieser Induktion, trat in vitro eine verstärkte Rekrutierung von Monozyten und Makrophagen in Folge einer CPXV-, nicht aber einer VACV-Infektion auf. Makrophagen spielen eine kontroverse Rolle im Rahmen einer OPV-Infektion und sind sowohl für deren Bekämpfung, als auch, im infizierten Zustand, für die Ausbreitung der Viren im Organismus von Bedeutung. Daher wurde die Replikationsfähigkeit von CPXV und VACV in Makrophagen charakterisiert. Der Virulenzfaktor p28, welcher von den meisten VACV Stämmen nicht kodiert wird, konnte als essentiell für die Replikation von CPXV in einer murinen Makrophagen-Zelllinie, primären peritonealen Makrophagen der Ratte und in Makrophagen aus primären humanen PBMCs identifiziert werden. In Anbetracht der Bedeutung der Replikationsfähigkeit in Makrophagen für die Ausbreitung einer OPV-Infektion im Wirtsorganismus, deuten diese Ergebnisse darauf hin, dass CPXV, im Fall einer weiteren Adaption an den Menschen, ein höheres Bedrohungspotential im Vergleich zu VACV aufweisen könnten. / Today, following the eradication of human smallpox, zoonotic infections caused by orthopoxviruses (OPV) are emerging as a potential human health threat. Especially cowpox viruses (CPXV), vaccinia viruses (VACV), and monkeypox viruses (MPXV) are gaining importance as a cause of infectious disease of man and livestock. This study aimed to analyse and compare the gene expression profile of human (HeLa) cells following infection with CPXV, MPXV or VACV. Cellular genes were identified which were either commonly modulated by infection with any of the three viruses, or which were specifically modulated by one individual OPV. Particularly similar effects on cellular gene expression were observed in the case of CPXV and MPXV infection, which both induced the expression of several cytokine and chemokine genes. Especially interleukin-6, -8, and CXCL1 were strongly secreted by CPXV-infected cells but not by VACV-infected cells. Consequently, CPXV infection also induced a strong chemotactic recruitment of monocytes and macrophages in vitro in contrast to VACV infection. Especially macrophages are known to play a controversial role during OPV infection. On the one hand, macrophages are of importance for the control of the infection. On the other hand, infected macrophages also facilitate virus spread across the organism. Therefore, the capability of CPXV and VACV to replicate in macrophages was analysed. Thereby, the poxviral virulence factor p28, which is absent from most strains of VACV, was identified as an essential factor, allowing CPXV replication in a murine macrophage cell line, primary peritoneal rat macrophages and in human PBMC-derived macrophages. Concerning the importance of productively infected macrophages for OPV spread, these results suggest that CPXV, if further adapted to human beings as host species, may harbor a greater threat to human health when compared to VACV.
127

Analysis of global gene expression profiles and invasion related genes of colorectal liver metastasis

Bandapalli, Obul Reddy 19 December 2007 (has links)
Die Leber ist das am häufigsten von Metastasen betroffene Organ und kann daher als Modellorgan für metastatische Invasion dienen. Aus diesem Grund war es das Ziel dieser Dissertation Genexpressionsprofile zu verstehen und metastasierungs- sowie invasionsassoziierte Gene zu identifizieren. Differentielle Genexpression wurde in drei Systemen überprüft: Einem syngenen Mausmodell, einem Xenograftmodell sowie in fünf Gewebeproben von Patienten. Genexpressionprofile des syngenen Mausmodells und der Patientenproben zeigten, dass man die Invasionsfront als Ganzes betrachten, um möglichst viele über-lappende Gene zu finden. Globale Genexpressionstudien, die auf den Wirtsteil der Invasionsfront zeigten bemerkenswerte Überrepräsentation z. B. der „GO-terms“ „extrazelluläre Matrix“, Zellkommunikation“, „Antwort auf biotischen Stimulus“, Strukturmolekülaktivität“ und „Zellwachstum“. Marker der Aktivierung hepatischer Sternzellen überrepräsentiert in der invasionsfront, was die Durchführbarkeit einer Analyse differentieller Genexpression im genomweiten Rahmen anzeigt. Globale Genexpressionsstudien, auf den Tumorzellen in der in vitro Situation, in vivo und in der Invasionsfront zeigten insgesamt einen Anstieg zellulärer Spezialisierung von der in vitro zur Invasionsfront. Sezernierte proangiogenetische Chemokine zeigten eine Hochregulation in der Invasionsfront. Das beta catenin Gen war in der Invasionsfront 9.6 fach erhöht im Vergleich zur in vitro Situation. Die Überprüfung der transkriptionellen Aktivierung von beta catenin über die Prüfung der Promotoraktivität zeigte einen 18.4 fachen Anstieg in den Tumorzellen der Invasionsfront. Weiterhin war die Promotoraktivität (an Hand der Aktivität der mRNA des Alkalischen Phosphatase Reportergens) im Tumorinneren 3.5 fach höher als in der Zellkultur, was für einen transkriptionellen Mechanismus der beta catenin Regulation zusätzlich zu den posttranslationalen Mechanismen spricht. / Liver is most frequently populated by metastases and may therefore serve as a model organ for metastatic invasion. So the aim of this thesis is to understand the gene expression profiles and identify metastasis and invasion related genes. Differential gene expression was examined in three systems: A syngeneic mouse model, a xenograft model and five clinical specimens. Gene expression profiles of a syngenic mouse model and human clinical specimen revealed that the invasion front should be considered as a whole to find more overlapping potential target genes. Global gene expression studies on the host part of the invasion front, revealed a pronounced overrepresentation of GO-terms (e.g. “extracellular matrix”, “cell communication”, “response to biotic stimulus”, “structural molecule activity” and “cell growth”). Hepatic stellate cell activation markers were over-represented in the invasion front demonstrating the feasibility of a differential gene expression approach on a genome wide scale. Global gene expression studies of the tumor cells in vitro, in vivo and tumor part of the invasion front revealed an overall increase of cellular specialization from in vitro to the invasion front. Secreted angiogenic cytokines were found to be up regulated in the invasion front. Beta catenin gene of “cell adhesion” GO term was elevated 9.6 fold in invasion front compared to in vitro. Evaluation of transcriptional up-regulation of beta catenin by promoter activity showed an 18.4 fold increase in the tumor cells of the invasion front as compared to those from the faraway tumor. Promoter activity assessed by soluble human placental alkaline phosphatase reporter gene mRNA was 3.5 fold higher in the inner parts of the tumor than in vitro cells indicating a transcriptional mechanism of beta catenin regulation in addition to the posttranslational regulatory mechanisms.
128

Mechanisms of specificity in neuronal activity-regulated gene transcription.

Lyons, MR, West, AE 08 1900 (has links)
The brain is a highly adaptable organ that is capable of converting sensory information into changes in neuronal function. This plasticity allows behavior to be accommodated to the environment, providing an important evolutionary advantage. Neurons convert environmental stimuli into long-lasting changes in their physiology in part through the synaptic activity-regulated transcription of new gene products. Since the neurotransmitter-dependent regulation of Fos transcription was first discovered nearly 25 years ago, a wealth of studies have enriched our understanding of the molecular pathways that mediate activity-regulated changes in gene transcription. These findings show that a broad range of signaling pathways and transcriptional regulators can be engaged by neuronal activity to sculpt complex programs of stimulus-regulated gene transcription. However, the shear scope of the transcriptional pathways engaged by neuronal activity raises the question of how specificity in the nature of the transcriptional response is achieved in order to encode physiologically relevant responses to divergent stimuli. Here we summarize the general paradigms by which neuronal activity regulates transcription while focusing on the molecular mechanisms that confer differential stimulus-, cell-type-, and developmental-specificity upon activity-regulated programs of neuronal gene transcription. In addition, we preview some of the new technologies that will advance our future understanding of the mechanisms and consequences of activity-regulated gene transcription in the brain. / Dissertation
129

Estudo do perfilamento gênico tumoral e de marcadores de doença residual mínima (CK19 e c-ErbB-2) através de RT-PCR quantitativo na fração mononuclear do sangue periférico em pacientes com câncer de mama durante o tratamento / Study of tumor gene profiling and minimal residual disease markers (CK19 and c-ErbB-2) by quantitative RT-PCR in peripheral blood mononuclear fraction in patients with breast cancer during chemotherapy

Kuniyoshi, Renata Kelly 13 November 2013 (has links)
INTRODUÇÃO: De acordo com a estimativa de 2012 do INCA, eram esperados 52.680 novos casos de câncer de mama no Brasil, com um risco estimado de 52 casos a cada 100 mil mulheres. Estes dados mostram a necessidade da identificação de biomarcadores efetivos para rastreamento precoce e seguimento destas mulheres durante seu tratamento. Neste trabalho, para a avaliação de potenciais biomarcadores desta doença, foi idealizado um modelo laboratorial específico que avalie tanto a capacidade de um dado biomarcador rastrear um tumor inicial de mama, bem como testar o seu potencial valor para o seguimento de mulheres já diagnosticadas durante seu tratamento. Este modelo baseia-se na avaliação de células tumorais circulantes e perfilamento gênico tumoral. MÉTODOS: Amostras biológicas (sangue periférico e tumor) de 167 pacientes diagnosticadas com carcinoma mamário estadios I, II e III com indicação de quimioterapia adjuvante para: a) avaliação da presença de células tumorais circulantes através da expressão de CK19 e HER2 na Fração Mononuclear do Sangue Periférico (FMNSP) por RT-PCR quantitativo e b) perfilamento gênico tumoral através da análise da expressão de 21 genes relacionados a importantes processos de carcinogênese mamária em amostras de tecido parafinado por ensaio multiplex de RT-PCR quantitativo utilizando o sistema Plexor®. RESULTADOS: Foi observada uma correlação significativa entre CK19 e HER2 na primeira coleta e queda da concentração de HER2 no SP durante o tratamento; porém, não foi percebida queda significativa do CK19 ao longo do estudo. A expressão de HER2 na segunda coleta de pacientes positivas para HER2 na primeira coleta tendeu a se correlacionar significativamente com um pior Intervalo Livre de Doença (ILD). Através da padronização da pontuação em quartis das análises realizadas em multiplex pelo sistema Plexor, foi percebido que o quartil superior apresentava ILD significativa pior do que a de pacientes nos demais quartis. Também foi observada uma estratificação do estadio clínico II em pior ou melhor prognóstico de acordo com o quartil de pontuação do teste de perfilamento proposto neste estudo; além disso, verificou-se que pacientes submetidas a tratamento neoadjuvante com pontuações inferiores tenderam a responder melhor à quimioterapia. CONCLUSÃO: Pelas características do comportamento evolutivo no presente estudo, HER2 parece ser melhor como possível biomarcador de células tumorais circulantes do que o CK-19. Até o presente momento do seguimento das pacientes incluídas neste estudo, não foi possível criar um modelo com diversas variáveis para prever o prognóstico de pacientes com câncer de mama. Isto ocorreu principalmente pelas características preditivas prognósticas superiores do perfilamento genético do tumor que desloca fatores de prognóstico tais como células circulantes e estadio clínico, expressão hormonal do tumor e idade de um modelo multivariado. Por outro lado, foi padronizada uma tecnologia genômica complexa que poderá viabilizar seu uso para a população se estudos posteriores confirmarem seu valor em outras coortes de pacientes com câncer de mama / BACKGROUND: According to the estimate of 2012 INCA, were expected 52,680 cases of breast cancer in Brazil, with an estimated risk of 52 cases per 100 000 women. These data show the need for effective identification of biomarkers for early screening and follow-up of these women during their treatment. In this work, for the evaluation of potential biomarkers of this disease, a model laboratory was designed to evaluate both the specific capacity of a given biomarker trace an initial breast tumor, as well as test its potential value for the follow-up of women already diagnosed during their treatment. This model was based on the evaluation of circulating tumor cells and tumor gene profiling. METHODS: Biological samples (peripheral blood and tumor) of 167 patients diagnosed with breast cancer stages I, II and III with an indication for adjuvant chemotherapy: a) to evaluate the presence of circulating tumor cells through the expression of HER2 and CK19 in Peripheral Blood Mononuclear fraction (PBMN) by quantitative RT-PCR and b) tumor profiling gene by analyzing the expression of 21 genes related to important processes of mammary carcinogenesis in paraffinized tissue samples by multiplex assay for quantitative RT-PCR using the Plexor ® System. RESULTS: Was observed a significant correlation between HER2 and CK19 in the first collection and decrease in concentration of HER2 in PB during the treatment, but were not perceived significant decrease of CK19 along the study. The expression of HER2 in the second collection of patients positive for HER2 in the first test tended to correlate with a significantly worse disease-free interval (DFI). Through standardization of the scores in quartiles of the analyzes performed at multiplex Plexor system was seen that the upper quartile ILD had significantly worse than patients in the other quartiles. Also stratification was observed in clinical stage II in better or worse prognosis according to quartiles of test score profiling proposed in this study, in addition, it was found that patients submitted to neoadjuvant treatment with lower scores tended to better respond to chemotherapy. CONCLUSION: HER2 seems to be better as possible biomarker of circulating tumor cells than the CK-19. So far the monitoring of patients included in this study, it was not possible to create a model with multiple variables to predict the prognosis of patients with breast cancer. This occurred primarily due to the characteristics predictive prognostic upper genetic profiling of tumor that displaces prognostic factors such as circulating cells and clinical stage, tumor hormone expression and age in a multivariate model. In the other hand, was standardized complex genomic technology that may enable their use for the population if further studies confirm its value in other cohorts of patients with breast cancer
130

Perfil transcricional de fibroblastos de tumor primário, linfonodo e medula óssea de pacientes com câncer de mama / Transcriptional profile of fibroblasts obtained from primary tumor, lymph node and bone marrow of breast cancer patients

Del Valle, Paulo Roberto 01 March 2013 (has links)
Introdução: Em câncer de mama, existem evidências de que o microambiente pode influenciar o desenvolvimento do tumor no sítio primário, bem como em metástases regionais e a distância. Neste contexto, fibroblastos são importantes células estromais que podem influenciar a proliferação e a migração de células do câncer e podem prover um nicho apropriado para o desenvolvimento tumoral. Objetivos:O principal objetivo deste trabalho é comparar células estromais obtidas do tumor primário (PT), metástase linfonodal (N+) e medula óssea (BM) de pacientes com câncer de mama, através do perfil de expressão gênica. Pacientes e Métodos: Foi analisada a expressão gênica de fibroblastos (cultura primária) de 11 pacientes com câncer de mama. O perfil de expressão foi determinado em PT (n=4), N+(n=3) e BM (n=4) através de uma plataforma de cDNA microarray customizada (contendo 4.800 sequencias imobilizadas, representando cerca de 4600 genes), e os genes diferencialmente expressos foram identificados pelo teste SAM multiclasse, seguido pelo teste SAM de duas classes (TMEV, FDR 0%). A análise funcional foi realizada pelo software DAVID v6.7. Validação técnica foi realizada em 6 amostras previamente analisadas no microarray e a validação biológica em fibroblastos obtidos de outros 16 pacientes utilizando-se de RT-qPCR. Resultados: O perfil de expressão gênica dos fibroblastos obtidos de diferentes sítios mostraram 267 genes diferencialmente expressos, os quais apropriadamente agruparam os fibroblastos de acordo com suas origens (PT vs. N+ vs. BM). Apesar das diferenças entre PT e N+ serem representadas por 20 genes, as diferenças entre PT vs. BM e N+ vs BM foram mais significantes (235 e 245 genes diferencialmente expressos respectivamente). Análise funcional dos genes diferencialmente expressos mostrou enriquecimento de funções relacionadas ao desenvolvimento e morfogênese.A seguir, a expressão de alguns genes selecionados foi analisada em uma série diferente de amostras (validação biológica). Desse modo observamos que NOTCH2 confirmou uma alta expressão em N+ (vs. PT), e ADCY2, HECTD1, HNMT, LOX, MACF1 e USP16 confirmaram alta expressão em BM (vs PT). Conclusão:Em pacientes com câncer de mama, células estromais obtidas de diferentes origens apresentam um perfil de expressão gênica diferencial, o qual pode influenciar o comportamento do tumor / may influence tumor development in the primary site of breast cancer, as well as in regional and distant metastatic sites. In this context, fibroblasts are important stromal cells which influence proliferation and migration of cancer cells and may also provide an appropriate niche to tumor development. Objectives: The main objective of this work is the comparison of stromal cells from the primary tumor (PT), lymph node metastasis (N+) and bone marrow (BM) obtained from breast cancer patients, through gene expression profile. Patients and Methods: The gene expression profile was analyzed in fibroblasts primary culture from 11 breast cancer patients. The expression profiles of PT cells (n=4), N+ cells (n=3) and BM cells (n=4) were determined through a customized cDNA microarray platform (containing 4800 immobilized sequences which represents 4600 genes approximately). The analysis were performed by SAM multiclass (TMEV; FDR 0%), followed by SAM two classes test (TMEV; FDR 0%). Functional analysis was performed using DAVID v6.7. Technical validation was performed in same 6 samples that were previously analyzed in microarray experiments and biological validation was performed in fibroblasts obtained from other group of 16patients by RT-qPCR Results: The expression profile of fibroblasts obtained from three sites revealed 267 differentially expressed genes, which appropriately clustered fibroblasts in three different branches, in accordance with their origin (PT vs. N+ vs. BM). Although the differences between PT and N+ were represented by 20 genes, differences between PT vs. BM and N+ vs. BM were more significant (235 and 245 differentially expressed genes respectively). Functional analysis revealed enrichment of functions related to development and morphogenesis. Afterwards, the expression of some selected genes were analyzed in a different batch of samples (biological validation).Thereby, NOTCH2 confirmed high expression in N+ (vs. PT), and ADCY2, HECTD1, HNMT, LOX, MACF1 and USP16 confirmed high expression in BM (vs. PT). Conclusion: In breast cancer patients, stromal cells obtained from different origins present a differential gene expression profile, which may influence tumor behavior

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