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1.
Oncotarget ; 7(18): 26724-38, 2016 May 03.
Artigo em Inglês | MEDLINE | ID: mdl-27049831

RESUMO

Targeted cancer therapeutics are promised to have a major impact on cancer treatment and survival. Successful application of these novel treatments requires a molecular definition of a patient's disease typically achieved through the use of tissue biopsies. Alternatively, allowing longitudinal monitoring, biomarkers derived from blood, isolated either from circulating tumor cell derived DNA (ctcDNA) or circulating cell-free tumor DNA (ccfDNA) may be evaluated. In order to use blood derived templates for mutational profiling in clinical decisions, it is essential to understand the different template qualities and how they compare to biopsy derived template DNA as both blood-based templates are rare and distinct from the gold-standard. Using a next generation re-sequencing strategy, concordance of the mutational spectrum was evaluated in 32 patient-matched ctcDNA and ccfDNA templates with comparison to tissue biopsy derived DNA template. Different CTC antibody capture systems for DNA isolation from patient blood samples were also compared. Significant overlap was observed between ctcDNA, ccfDNA and tissue derived templates. Interestingly, if the results of ctcDNA and ccfDNA template sequencing were combined, productive samples showed similar detection frequency (56% vs 58%), were temporally flexible, and were complementary both to each other and the gold standard. These observations justify the use of a multiple template approach to the liquid biopsy, where germline, ctcDNA, and ccfDNA templates are employed for clinical diagnostic purposes and open a path to comprehensive blood derived biomarker access.


Assuntos
Biomarcadores Tumorais/sangue , Neoplasias da Mama/genética , DNA Tumoral Circulante/sangue , Análise Mutacional de DNA/métodos , Células Neoplásicas Circulantes , Adulto , Idoso , Neoplasias da Mama/sangue , Feminino , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Masculino , Pessoa de Meia-Idade
2.
PLoS One ; 9(1): e86717, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24489774

RESUMO

BACKGROUND: Contemporary cancer diagnostics are becoming increasing reliant upon sophisticated new molecular methods for analyzing genetic information. Limiting the scope of these new technologies is the lack of adequate solid tumor tissue samples. Patients may present with tumors that are not accessible to biopsy or adequate for longitudinal monitoring. One attractive alternate source is cancer cells in the peripheral blood. These rare circulating tumor cells (CTC) require enrichment and isolation before molecular analysis can be performed. Current CTC platforms lack either the throughput or reliability to use in a clinical setting or they provide CTC samples at purities that restrict molecular access by limiting the molecular tools available. METHODOLOGY/PRINCIPAL FINDINGS: Recent advances in magetophoresis and microfluidics have been employed to produce an automated platform called LiquidBiopsy®. This platform uses high throughput sheath flow microfluidics for the positive selection of CTC populations. Furthermore the platform quantitatively isolates cells useful for molecular methods such as detection of mutations. CTC recovery was characterized and validated with an accuracy (<20% error) and a precision (CV<25%) down to at least 9 CTC/ml. Using anti-EpCAM antibodies as the capture agent, the platform recovers 78% of MCF7 cells within the linear range. Non specific recovery of background cells is independent of target cell density and averages 55 cells/mL. 10% purity can be achieved with as low as 6 CTCs/mL and better than 1% purity can be achieved with 1 CTC/mL. CONCLUSIONS/SIGNIFICANCE: The LiquidBiopsy platform is an automated validated platform that provides high throughput molecular access to the CTC population. It can be validated and integrated into the lab flow enabling CTC enumeration as well as recovery of consistently high purity samples for molecular analysis such as quantitative PCR and Next Generation Sequencing. This tool opens the way for clinically relevant genetic profiling of CTCs.


Assuntos
Separação Celular/métodos , Células Neoplásicas Circulantes/metabolismo , Anticorpos/química , Antígenos de Neoplasias/química , Antígenos de Neoplasias/genética , Automação Laboratorial , Moléculas de Adesão Celular/química , Moléculas de Adesão Celular/genética , Contagem de Células , Linhagem Celular Tumoral , Molécula de Adesão da Célula Epitelial , Expressão Gênica , Humanos , Imãs , Técnicas Analíticas Microfluídicas , Células Neoplásicas Circulantes/patologia , Reologia
3.
Mamm Genome ; 18(5): 316-27, 2007 May.
Artigo em Inglês | MEDLINE | ID: mdl-17610011

RESUMO

Defining the identity of embryonic stem (ES) cells in quantitative molecular terms is a prerequisite to understanding their functional characteristics. Little is known about the role of microRNAs (miRNAs) in the regulation of ES cell identity. Statistical analysis of miRNA expression revealed unique expression signatures that could definitively classify mouse ES (mES), embryoid bodies (mEB), and somatic tissues. Analysis of these data sets also provides further confirmation of the nonrestrictive expression of miRNAs during murine development. Using combined genome-wide expression analyses of both miRNAs and mRNAs, we observed both negative and positive correlations in gene expression between miRNAs and their predicted targets. ES-specific miRNAs were positively correlated with their predicted targets, suggesting that mES-specific miRNAs may have a different role or mechanism in regulating their targets in mES maintenance or differentiation. The concept of cellular identity has changed with technology; this study redefines cellular identity by a generic statistical method of known dimension.


Assuntos
Diferenciação Celular , Células-Tronco Embrionárias/metabolismo , MicroRNAs/genética , Animais , Técnicas de Cultura de Células , Linhagem Celular , Células-Tronco Embrionárias/citologia , Perfilação da Expressão Gênica , Humanos , Camundongos
4.
DNA Cell Biol ; 26(5): 353-60, 2007 May.
Artigo em Inglês | MEDLINE | ID: mdl-17504030

RESUMO

MicroRNAs (miRNAs) are small non-coding RNA molecules that regulate mRNAs through a sequence-specific mechanism. By virtue of their structure and mechanism of action, computational methods have been devised to investigate the encoding of miRNA genes and the targets of miRNA action. A variety of assumptions have predicated the implementation of these various computational solutions. Evolutionary sequence conservation, secondary structure, and folding energetics are some of the assumptions that have been used. The success of these different computational solutions has been evaluated for both elucidation of new miRNAs and deducing targets of miRNA action. While the focus is on search techniques for new miRNAs, we have compared the programs miRseeker, miRScan, PalGrade, ProMiR, and miRAlign as examples of implementation of these techniques. For these programs, a benchmark comparison between theoretical estimation and actual identification is possible. We have also compared the target prediction programs TargetScanS, PicTar, DIANA-microT, miRanda, and RNAhybrid. However, it is difficult to rigorously assess the benchmark performance of these programs due to the difficulty in confirming their theoretical predictions.


Assuntos
Biologia Computacional/métodos , Biologia Computacional/tendências , MicroRNAs/genética , Validação de Programas de Computador , Software , Animais , Sítios de Ligação/genética , Sequência Conservada , Humanos , Mamíferos/genética , Conformação de Ácido Nucleico
5.
DNA Cell Biol ; 26(4): 209-18, 2007 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-17465887

RESUMO

During the last decade, a variety of critical biological processes, including early embryo development, cell proliferation, differentiation, apoptosis, and metabolic regularity, have been shown to be genetically regulated by a large gene family encoding a class of tiny RNA molecules termed microRNAs (miRNAs). All miRNAs share a common biosynthetic pathway and reaction mechanisms. The sequence of many miRNAs is found to be conserved, in their mature form, among different organisms. In addition, the evolutionary appearance of multicellular organisms appears to correlate with the appearance of the miRNA pathway for regulating gene expression. The miRNA pathway has the potential to regulate vast networks of gene products in a coordinate manner. Recent evidence has not only implicated the miRNA pathway in regulating a vast array of basic cellular processes but also specialized processes that are required for cellular identity and tissue specificity. A survey of the literature shows that some miRNA pathways are conserved virtually intact throughout phylogeny while miRNA diversity also correlates with speciation. The number of miRNA genes, the expression of miRNAs, and target diversities of miRNAs tend to be positively correlated with morphological complexities observed in animals. Thus, organismal complexity can be estimated by the complexity of the miRNA circuitry. The complexity of the miRNA gene families establishes a link between genotypic complexity and phenotypic complexity in animal evolution. In this paper, we start with the discussion of miRNA conservation. Then we interpret the trends in miRNA conservation to deduce miRNA evolutionary trends in metazoans. Based on these conservation patterns observed in each component of the miRNA regulatory system, we attempt to propose a global insight on the probable consistency between morphological evolution in animals and the molecular evolution of miRNA gene activity in the cell.


Assuntos
Evolução Molecular , MicroRNAs/genética , Animais , Sequência Conservada , Dosagem de Genes , Regulação da Expressão Gênica , Humanos , Modelos Genéticos , Filogenia
6.
Mamm Genome ; 17(8): 833-40, 2006 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-16897339

RESUMO

During different periods of mammalian development, global changes in gene expression occur. Developmental changes in global gene expression have been modeled as a restrictive process. To test the restriction model of global changes in gene expression, we have used embryonic stem (ES) cells as a model system for the early mammalian embryo. ES cells are pluripotent cells that can contribute to all cellular lineages of the developing mammalian fetus and are derived from early embryonic cells. Using this model system, we have studied a new class of RNAs called microRNAs that have been identified and shown to play a role in the direct regulation of messenger RNAs. Here we report the expression signature for 248 microRNAs in 13 independent murine ES cells, embryoid bodies, and somatic tissues. The expression profile for 248 mouse microRNAs was determined for embryonic stem cells, embryoid bodies, mouse embryos, mature heart, lung, liver, kidney, and brain. Characteristic microRNA expression signatures were observed for each evaluated sample. When the characteristic microRNA signatures for developmentally ordered samples were compared, immature samples exhibited a less complex microRNA transcript profile than did mature samples. Our data support a progressive model of microRNA gene expression. Based on the progressive increase in complexity of micro- RNA expression, we hypothesize that the mammalian developmental program requires a temporal coupling of expression between microRNAs and messenger RNAs to enable the developmental potential observed in mammalian ontogeny.


Assuntos
MicroRNAs/metabolismo , Animais , Linhagem Celular , Análise por Conglomerados , Embrião de Mamíferos/metabolismo , Indução Embrionária , Expressão Gênica , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL , RNA Mensageiro/metabolismo , Células-Tronco/metabolismo
7.
Birth Defects Res C Embryo Today ; 78(2): 129-39, 2006 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-16847889

RESUMO

Development in mammals is a complex process requiring gene expression to be spatially and temporally well-regulated. Factors modulate gene functioning by controlling transcription, translation, or mRNA degradation. microRNAs (miRNAs) are a group of small RNA molecules (approximately 22 nucleotides) that attenuate gene activity posttranscriptionally by suppressing translation or destabilizing mRNAs. miRNAs have been recently validated to regulate many animal developmental events including proliferation, differentiation, and apoptosis. Many miRNAs display intriguing expression and functioning patterns throughout these pathways. Here we will review achievements to date about studies of how miRNAs affect a variety of animal developmental transitions, from the formation of early embryos to the generation of highly specialized tissues.


Assuntos
Regulação da Expressão Gênica no Desenvolvimento , Mamíferos/embriologia , MicroRNAs/genética , MicroRNAs/metabolismo , Animais , Mamíferos/crescimento & desenvolvimento , Modelos Genéticos , Processamento Pós-Transcricional do RNA
8.
Mamm Genome ; 16(6): 391-404, 2005 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-16075366

RESUMO

The noncoding RNA Xist has been shown to direct the mammalian dosage compensation pathway. Expression of the Xist RNA is regulated through an uncharacterized post-transcriptional mechanism, thought to involve Xist RNA stability. We have previously demonstrated that Xist RNA isoforms contain different 3' ends. In this report we analyze the expression patterns of Xist RNA isoforms and show the Xist RNA long form (L-isoform) is the predominant form in early development. Significant amounts of both the short form (S-isoform) and the L-isoform were found in the female soma. We also define the precise sequence structure of the Xist RNA isoforms 3' ends and show the S-isoform and the L-isoform are structurally dissimilar. Our data show both the S-isoform and L-isoform are cleaved from the same primary transcript. However, the S-isoform is subsequently post-transcriptionally polyadenylated, while the L-isoform is not post-transcriptionally polyadenylated. Sequence organization of the L-isoform shows that there are at least five different nonadenylated L-isoforms in the female soma and only one in embryonic stem (ES) cells. This stem cell-and somatic cell-specific processing may suggest a role for Xist RNA processing in the regulation of Xist RNA expression.


Assuntos
Regulação da Expressão Gênica no Desenvolvimento/genética , Processamento Pós-Transcricional do RNA , RNA não Traduzido/genética , RNA não Traduzido/metabolismo , Animais , Sequência de Bases , Clonagem Molecular , Desenvolvimento Embrionário/genética , Etiquetas de Sequências Expressas , Feminino , Masculino , Camundongos , Dados de Sequência Molecular , Especificidade de Órgãos , RNA Longo não Codificante , Ribonuclease H/metabolismo , Alinhamento de Sequência
9.
Am J Pathol ; 164(3): 925-35, 2004 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-14982846

RESUMO

In the setting of inactivated DNA damage-sensitive checkpoints, critically shortened telomeres promote chromosomal instability and the types of widespread cytogenetic alterations that characterize most human carcinomas. Using a direct telomere fluorescence in situ hybridization technique, we analyzed 114 invasive breast carcinomas, 29 carcinoma in situ lesions, 10 benign proliferative lesions, and different normal epithelial components of the male and female breast. We found marked telomere shortening in the majority (52.5%) of invasive carcinomas; smaller subsets of invasive carcinoma demonstrated moderate telomere shortening (17.5%) or normal telomere lengths (21%), while a small subgroup (5%) contained elongated telomeres. Strikingly, the majority (78%) of ductal carcinoma in situ demonstrated markedly or moderately shortened telomeres. Surprisingly, unlike all other normal epithelia studied to date, moderate telomere shortening was observed in benign secretory cells in approximately 50% of histologically-normal terminal duct lobular units (from which most breast cancer is thought to arise), while such shortening was not seen in myoepithelial cells or normal large lactiferous ducts of the female breast or male breast ducts (from which breast cancer infrequently arises). We postulate that such shortening is the result of hormonally driven, physiological proliferation, and may delineate a population of epithelial cells at risk for subsequent malignant transformation.


Assuntos
Neoplasias da Mama/patologia , Carcinoma Intraductal não Infiltrante/patologia , Carcinoma/patologia , Glândulas Mamárias Humanas/patologia , Telômero/patologia , Biomarcadores Tumorais , Mama/metabolismo , Mama/patologia , Neoplasias da Mama/metabolismo , Carcinoma/metabolismo , Transformação Celular Neoplásica/patologia , Centrômero/metabolismo , Centrômero/patologia , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Hibridização in Situ Fluorescente , Masculino , Glândulas Mamárias Humanas/metabolismo , Telômero/metabolismo
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