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1.
J Clin Microbiol ; 56(5)2018 05.
Artículo en Inglés | MEDLINE | ID: mdl-29514940

RESUMEN

A DNA microarray platform, based on the nucleotide sequences of the internal transcribed spacer regions (ITS1 and ITS2) of the rRNA gene, was developed to identify 32 fungal pathogens at the species level. The probe sequences were spotted onto polycarbonate slides with a mini-microarray printer, and after the hybridization, the results were visible with the naked eye. The performance of the microarray platform was evaluated against the commercial automated systems (Vitek 2 and BD Phoenix systems) and DNA sequencing (gold standard). A total of 461 blood culture bottles were tested: 127 positive for fungi, 302 positive for bacteria, and 32 that were negative. Once the microorganisms were identified by automated systems, fungal DNA was extracted directly from the blood culture bottles. The DNA products were tested using the microarray platform, and DNA sequencing was performed. The results of the microarray and DNA sequencing were concordant in 96.7% of cases, and the results from the automated systems and DNA sequencing were concordant in 98.4%. Of all the nucleotide sequences contained in the microarray platform, the microarray failed to identify four fungal isolates (one Candida parapsilosis, two Candida tropicalis, and one Cryptococcus neoformans). Of note, the microarray detected Candida krusei DNA in two blood cultures from the same patient, whereas the automated system was only positive for Enterococcus faecium Our microarray system provided reliable and fast fungal identification compared to that from DNA sequencing and the automated systems. The simplicity of reading the results by the naked eye made this DNA platform a suitable method for fungal molecular diagnosis.


Asunto(s)
Hongos/clasificación , Hongos/genética , Técnicas de Diagnóstico Molecular/métodos , Micosis/diagnóstico , Análisis de Secuencia por Matrices de Oligonucleótidos , Cultivo de Sangre , ADN de Hongos/genética , ADN Espaciador Ribosómico/genética , Hongos/aislamiento & purificación , Humanos , Técnicas de Diagnóstico Molecular/instrumentación , Técnicas de Diagnóstico Molecular/normas , Micosis/microbiología , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación
2.
Clinics (Sao Paulo) ; 72(9): 526-537, 2017 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-29069255

RESUMEN

OBJECTIVE: The human genome contains several types of variations, such as copy number variations, that can generate specific clinical abnormalities. Different techniques are used to detect these changes, and obtaining an unequivocal diagnosis is important to understand the physiopathology of the diseases. The objective of this study was to assess the diagnostic capacity of multiplex ligation-dependent probe amplification and array techniques for etiologic diagnosis of syndromic patients. METHODS: We analyzed 93 patients with developmental delay and multiple congenital abnormalities using multiplex ligation-dependent probe amplifications and arrays. RESULTS: Multiplex ligation-dependent probe amplification using different kits revealed several changes in approximately 33.3% of patients. The use of arrays with different platforms showed an approximately 53.75% detection rate for at least one pathogenic change and a 46.25% detection rate for patients with benign changes. A concomitant assessment of the two techniques showed an approximately 97.8% rate of concordance, although the results were not the same in all cases. In contrast with the array results, the MLPA technique detected ∼70.6% of pathogenic changes. CONCLUSION: The obtained results corroborated data reported in the literature, but the overall detection rate was higher than the rates previously reported, due in part to the criteria used to select patients. Although arrays are the most efficient tool for diagnosis, they are not always suitable as a first-line diagnostic approach because of their high cost for large-scale use in developing countries. Thus, clinical and laboratory interactions with skilled technicians are required to target patients for the most effective and beneficial molecular diagnosis.


Asunto(s)
Anomalías Múltiples/diagnóstico , Anomalías Múltiples/genética , Discapacidades del Desarrollo/diagnóstico , Discapacidades del Desarrollo/genética , Brasil , Niño , Variaciones en el Número de Copia de ADN , Humanos , Reacción en Cadena de la Polimerasa Multiplex/instrumentación , Reacción en Cadena de la Polimerasa Multiplex/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Estándares de Referencia , Valores de Referencia , Reproducibilidad de los Resultados
3.
Clinics ; Clinics;72(9): 526-537, Sept. 2017. tab, graf
Artículo en Inglés | LILACS | ID: biblio-890734

RESUMEN

OBJECTIVE: The human genome contains several types of variations, such as copy number variations, that can generate specific clinical abnormalities. Different techniques are used to detect these changes, and obtaining an unequivocal diagnosis is important to understand the physiopathology of the diseases. The objective of this study was to assess the diagnostic capacity of multiplex ligation-dependent probe amplification and array techniques for etiologic diagnosis of syndromic patients. METHODS: We analyzed 93 patients with developmental delay and multiple congenital abnormalities using multiplex ligation-dependent probe amplifications and arrays. RESULTS: Multiplex ligation-dependent probe amplification using different kits revealed several changes in approximately 33.3% of patients. The use of arrays with different platforms showed an approximately 53.75% detection rate for at least one pathogenic change and a 46.25% detection rate for patients with benign changes. A concomitant assessment of the two techniques showed an approximately 97.8% rate of concordance, although the results were not the same in all cases. In contrast with the array results, the MLPA technique detected ∼70.6% of pathogenic changes. CONCLUSION: The obtained results corroborated data reported in the literature, but the overall detection rate was higher than the rates previously reported, due in part to the criteria used to select patients. Although arrays are the most efficient tool for diagnosis, they are not always suitable as a first-line diagnostic approach because of their high cost for large-scale use in developing countries. Thus, clinical and laboratory interactions with skilled technicians are required to target patients for the most effective and beneficial molecular diagnosis.


Asunto(s)
Humanos , Niño , Anomalías Múltiples/diagnóstico , Anomalías Múltiples/genética , Discapacidades del Desarrollo/diagnóstico , Discapacidades del Desarrollo/genética , Brasil , Variaciones en el Número de Copia de ADN , Reacción en Cadena de la Polimerasa Multiplex/instrumentación , Reacción en Cadena de la Polimerasa Multiplex/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Estándares de Referencia , Valores de Referencia , Reproducibilidad de los Resultados
4.
Methods Mol Biol ; 1310: 149-65, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26024633

RESUMEN

Human platelet antigen (HPA) typing plays a critical role in the diagnosis of fetal/neonatal alloimmune thrombocytopenia, and the prevention of posttransfusion purpura and refractoriness to platelet transfusions. The recent development of high-throughput genotyping methods, allowing simultaneous genotyping of as many as 17 HPAs, is of utmost interest for saving time and money. Here, we describe a microarray technology named "BeadChip," designed for HPA-1 to -9, -11, and -15 genotyping of up to 96 individuals, in approximately 5 h. This technology was used to study allele frequencies in Brazilian blood donors, considering the heterogeneous ethnic composition.


Asunto(s)
Antígenos de Plaqueta Humana/genética , Frecuencia de los Genes , Técnicas de Genotipaje/métodos , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Brasil , Diseño de Equipo , Genotipo , Técnicas de Genotipaje/instrumentación , Secuenciación de Nucleótidos de Alto Rendimiento/instrumentación , Humanos , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , Reacción en Cadena de la Polimerasa/instrumentación , Reacción en Cadena de la Polimerasa/métodos , Púrpura Trombocitopénica/diagnóstico , Púrpura Trombocitopénica/genética , Análisis de Secuencia de ADN/instrumentación , Análisis de Secuencia de ADN/métodos , Trombocitopenia/diagnóstico , Trombocitopenia/genética , Reacción a la Transfusión
5.
Sensors (Basel) ; 14(5): 9117-31, 2014 May 22.
Artículo en Inglés | MEDLINE | ID: mdl-24858962

RESUMEN

MicroRNAs or miRNAs are a form of small non-coding RNAs (ncRNAs) of 19-22 nucleotides in length in their mature form. miRNAs are transcribed in the nucleus of all cells from large precursors, many of which have several kilobases in length. Originally identified as intracellular modulators of protein synthesis via posttranscriptional gene silencing, more recently it has been found that miRNAs can travel in extracellular human fluids inside specialized vesicles known as exosomes. We will be referring to this miRNAs as circulating microRNAs. More interestingly, the miRNA content inside exosomes changes during pathological events. In the present review we analyze the literature about circulating miRNAs and their possible use as biomarkers. Furthermore, we explore their future in point-of-care (POC) diagnostics and provide an example of a portable POC apparatus useful in the detection of circulating miRNAs.


Asunto(s)
Técnicas Biosensibles/instrumentación , MicroARNs/sangre , MicroARNs/genética , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , Sistemas de Atención de Punto , Reacción en Cadena de la Polimerasa/instrumentación , Biomarcadores/sangre , Diseño de Equipo , Análisis de Falla de Equipo , Humanos , Miniaturización , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
6.
Sensors (Basel) ; 14(5): 7580-601, 2014 Apr 25.
Artículo en Inglés | MEDLINE | ID: mdl-24776933

RESUMEN

Here; we have described and tested a microarray based-method for the screening of dengue virus (DENV) serotypes. This DNA microarray assay is specific and sensitive and can detect dual infections with two dengue virus serotypes and single-serotype infections. Other methodologies may underestimate samples containing more than one serotype. This technology can be used to discriminate between the four DENV serotypes. Single-stranded DNA targets were covalently attached to glass slides and hybridised with specific labelled probes. DENV isolates and dengue samples were used to evaluate microarray performance. Our results demonstrate that the probes hybridized specifically to DENV serotypes; with no detection of unspecific signals. This finding provides evidence that specific probes can effectively identify single and double infections in DENV samples.


Asunto(s)
Técnicas Biosensibles/instrumentación , ADN Viral/genética , Virus del Dengue/genética , Virus del Dengue/aislamiento & purificación , Dengue/diagnóstico , Dengue/virología , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , Virus del Dengue/clasificación , Diseño de Equipo , Análisis de Falla de Equipo , Humanos , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Serogrupo
7.
Sensors (Basel) ; 13(10): 12975-93, 2013 Sep 26.
Artículo en Inglés | MEDLINE | ID: mdl-24077317

RESUMEN

We describe a novel microarray based-method for the screening of oncogenic human papillomavirus 18 (HPV-18) molecular variants. Due to the fact that sequencing methodology may underestimate samples containing more than one variant we designed a specific and sensitive stacking DNA hybridization assay. This technology can be used to discriminate between three possible phylogenetic branches of HPV-18. Probes were attached covalently on glass slides and hybridized with single-stranded DNA targets. Prior to hybridization with the probes, the target strands were pre-annealed with the three auxiliary contiguous oligonucleotides flanking the target sequences. Screening HPV-18 positive cell lines and cervical samples were used to evaluate the performance of this HPV DNA microarray. Our results demonstrate that the HPV-18's variants hybridized specifically to probes, with no detection of unspecific signals. Specific probes successfully reveal detectable point mutations in these variants. The present DNA oligoarray system can be used as a reliable, sensitive and specific method for HPV-18 variant screening. Furthermore, this simple assay allows the use of inexpensive equipment, making it accessible in resource-poor settings.


Asunto(s)
Análisis Mutacional de ADN/instrumentación , Sondas de ADN/genética , ADN Viral/genética , Variación Genética/genética , Papillomavirus Humano 18/genética , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , Polimorfismo de Nucleótido Simple/genética , Diseño de Equipo , Análisis de Falla de Equipo , Papillomavirus Humano 18/aislamiento & purificación , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
8.
Rev Sci Instrum ; 84(3): 035103, 2013 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-23556848

RESUMEN

Microfluidic devices have grown significantly in the number of applications. Microfabrication techniques have evolved considerably; however, electric stimulation systems for microdevices have not advanced at the same pace. Electric stimulation of micro-fluidic devices is an important element in particle manipulation research. A flexible stimulation instrument is desired to perform configurable, repeatable, automated, and reliable experiments by allowing users to select the stimulation parameters. The instrument presented here is a configurable and programmable stimulation system for electrokinetic-driven microfluidic devices; it consists of a processor, a memory system, and a user interface to deliver several types of waveforms and stimulation patterns. It has been designed to be a flexible, highly configurable, low power instrument capable of delivering sine, triangle, and sawtooth waveforms with one single frequency or two superimposed frequencies ranging from 0.01 Hz to 40 kHz, and an output voltage of up to 30 Vpp. A specific stimulation pattern can be delivered over a single time period or as a sequence of different signals for different time periods. This stimulation system can be applied as a research tool where manipulation of particles suspended in liquid media is involved, such as biology, medicine, environment, embryology, and genetics. This system has the potential to lead to new schemes for laboratory procedures by allowing application specific and user defined electric stimulation. The development of this device is a step towards portable and programmable instrumentation for electric stimulation on electrokinetic-based microfluidic devices, which are meant to be integrated with lab-on-a-chip devices.


Asunto(s)
Estimulación Eléctrica/instrumentación , Técnicas Analíticas Microfluídicas/instrumentación , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , Simulación por Computador , ADN/química , Diseño de Equipo , Cinética , Dispositivos Laboratorio en un Chip , Técnicas Analíticas Microfluídicas/métodos , Saccharomyces cerevisiae/metabolismo
9.
Biosens Bioelectron ; 41: 294-301, 2013 Mar 15.
Artículo en Inglés | MEDLINE | ID: mdl-23017680

RESUMEN

Electrochemical DNA hybridization-based sensors show great promise as portable and automated analytical devices for routine screening of pathogenic or foreign nucleic acid sequences in biological samples. However, current sensor technologies still exhibit some unresolved issues which hampers their direct application into everyday life. Conducting polymers, such as polypyrrole (PPy), are increasingly being adopted as suitable platforms for DNA probe immobilization and signal transduction. Immobilization of DNA probes during pyrrole electropolymerization is a simple and efficient strategy to build composite electrodes suitable for DNA sensing. However, the effects of the probe state and sequence on PPy growth kinetics have not been studied yet. Here, we show that growth of PPy is drastically affected by the presence of guanine in the DNA probes and whether DNA is present in its single-stranded or double-stranded form. We show that some immobilization protocols may provoke irreversible oxidation of guanine moieties in the probe and that this issue deserves careful investigation as it may interfere with hybridization processes. We have also explored new procedures to build microelectrode arrays bearing immobilized DNA molecules, which are known to show beneficial properties in stirred samples. Overall, we present new techniques and concerns regarding the development of DNA-containing PPy-based composite electrodes, which may be taken into consideration for increasing genosensor reproducibility, response and performance.


Asunto(s)
Bioensayo/instrumentación , Conductometría/instrumentación , ADN/análisis , ADN/genética , Microelectrodos , Impresión Molecular/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , Polímeros/química , Pirroles/química , Catálisis , ADN/química , Diseño de Equipo , Análisis de Falla de Equipo , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
10.
Biosens Bioelectron ; 26(4): 1205-17, 2010 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-20855190

RESUMEN

DNA hybridization biosensors, also known as genosensors, are analytical devices for the detection of specific DNA "target" sequences in solution, upon hybridization of the targets with complementary "probes" immobilized on a solid substrate. Electrochemical genosensors hold great promise to serve as devices suitable for point-of-care diagnostics and multiplexed platforms for fast, simple and inexpensive nucleic acids analysis. Although a lot of progress has been made in the past few years, the performance of genosensors in complex biological samples has been assayed in only a small fraction of published research articles. This review covers such a group of reports, from the year 2000 onwards. Special attention is played in the nature and complexity of the samples and in the way matrix effects were treated and specificity controls were performed.


Asunto(s)
Técnicas Biosensibles/instrumentación , Técnicas Biosensibles/estadística & datos numéricos , ADN/análisis , ADN/genética , Hibridación de Ácido Nucleico , Técnicas Electroquímicas , Humanos , Indicadores y Reactivos , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Plásmidos/genética , Reacción en Cadena de la Polimerasa , ARN/análisis , ARN/genética
11.
São Paulo; s.n; s.n; 2010. 123 p. ilus, tab, graf.
Tesis en Portugués | LILACS | ID: biblio-884328

RESUMEN

Esquistossomose é uma doença crônica e debilitante. Schistosoma representa a única classe de trematódeos com vida dióica. Um contínuo pareamento com o macho é essencial para a maturação sexual do sexo feminino. Fêmeas adultas provenientes de infecções uni-sexuadas são subdesenvolvidas, apresentam atrofia do tamanho e um sistema reprodutivo imaturo. Para estudar os mecanismos envolvidos no pareamento de vermes adultos foram utilizadas duas plataformas de microarranjos distintas: uma composta por 4 mil sondas de cDNA dupla fita produzida pelo nosso grupo de pesquisas e outra composta por 44 mil sondas de oligonucleotideos desenhadas pelo nosso grupo e produzida pela empresa Agilent Technologies. Com a plataforma de 4 mil sondas detectamos 113 transcritos diferencialmente expressos em fêmeas adultas mantidas separadas de seus respectivos pares durante 24 horas de cultivo in vitro quando comparadas com fêmeas adultas pareadas; para 10 destes genes obtivemos uma confirmação adicional da expressão diferencial por transcrição reversa fita específica seguida de PCR em Tempo Real. Observamos também os efeitos do pareamento no perfil de expressão gênica de machos adultos mantidos separados de seus respectivos pares durante 24 horas de cultivo in vitro; foram encontrados 152 transcritos diferencialmente expressos. Com a plataforma de 44 mil sondas foi detectada a expressão de 5.798 genes transcricionalmente ativos em verme adulto, em um conjunto de 19.907 genes únicos representados nesta plataforma. A análise do conjunto de genes "no match" mostrou que em 156 genes ocorria expressão senso e anti-senso; para 6 destes transcritos obtivemos uma confirmação adicional da expressão nas duas fitas por transcrição reversa fita específica seguida de PCR em Tempo Real. Adicionalmente foram identificados 2717 transcritos diferencialmente expressos em fêmeas separadas de seus respectivos pares durante 13 dias de cultivo in vitro, quando comparadas com fêmeas mantidas pareadas. Para as análises com machos separados durante 13 dias foram encontrados 243 transcritos diferencialmente expressos. Por fim, realizamos estudos com o objetivo de observar os genes que podem estar correlacionados com o contato físico do pareamento (macho e fêmea) e genes que podem ser regulados pela possível difusão de proteínas e hormônios secretados no meio, para os quais a mudança do nível de expressão não dependa da necessidade de contato entre o macho e a fêmea. Sabe-se que o contato direto da fêmea com o macho é necessário para manter a atividade reprodutiva feminina e observamos que o re-pareamento pode restabelecer o perfil de expressão gênica de fêmeas ou machos separados. Além disso, observamos que fêmeas separadas e depois mantidas na presença do macho, porém sem re-pareamento, apresentam uma expressão gênica diferente das fêmeas separadas e depois mantidas na ausência de machos, sugerindo que algum fator secretado pelo macho no meio regula a expressão. Este trabalho representa uma importante contribuição no entendimento da relação macho-fêmea em nível molecular


Schistosomiasis is a chronic and debilitating disease. Schistosoma represents the only class of trematodes with a dioecious life. A continuous pairing with the male is essential for female sexual maturation. Adult females from uni-sexual infections are underdeveloped, have body atrophy and an immature reproductive system. To study the mechanisms involved in pairing of adult worms two microarray platforms were used: one comprised by 4000 cDNA probes and printed by our research group and another comprised by 44 000 oligonucleotide probes designed by our group and printed by Agilent Technologies Company. With the 4000-probes platform we detected 113 transcripts differentially expressed in adult females kept separated from their mates during 24 hours in vitro when compared with paired adult females; for 10 of these genes we obtained additional confirmation of differential expression by Real Time RT-PCR. We also observed the effects of pairing on the gene expression profile of adult males kept separate from their mates during 24 hours in vitro, where we found 152 differentially expressed transcripts. With the 44 000-probes platform we detected the expression of 5798 genes in adult worms, out of a set of 19 907 unique genes represented on this platform. Analysis of the "no match" genes showed that 156 have transcription from the sense and anti-sense strands; for 6 of them we obtained additional confirmation of expression by strand specific Real Time RT-PCR. Additionally, we identified 2717 differentially expressed transcripts in females separated from their mates during 13 days in vitro when compared to females that remained paired. In the analysis of males separated for 13 days we found 243 differentially expressed transcripts. Finally, we performed a study aimed at observing genes which might be correlated to physical contact pairing (male and female) and compared to genes that might be regulated by the possible diffusion of secreted proteins and hormones in the medium, for which the change of expression level does not depend on physical contact between male and female. It is known that direct female-male contact is needed to keep the female reproductively activity and we observed that repairing can restore the gene expression profile of females or males that were kept separated. Furthermore, we observed that females separated and then maintained in the presence of male, but without re-pairing, have a different gene expression from the separated females kept without males, suggesting that some male secreted factors might be involved in gene regulation. This work represents an important contribution to the understanding of male-female relation at the molecular level


Asunto(s)
Schistosoma mansoni , Expresión Génica , Análisis por Apareamiento , Esquistosomiasis/patología , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , Análisis por Micromatrices
12.
Genet Mol Res ; 5(1): 93-107, 2006 Mar 31.
Artículo en Inglés | MEDLINE | ID: mdl-16755501

RESUMEN

SpotWhatR is a user-friendly microarray data analysis tool that runs under a widely and freely available R statistical language (http://www.r-project.org) for Windows and Linux operational systems. The aim of SpotWhatR is to help the researcher to analyze microarray data by providing basic tools for data visualization, normalization, determination of differentially expressed genes, summarization by Gene Ontology terms, and clustering analysis. SpotWhatR allows researchers who are not familiar with computational programming to choose the most suitable analysis for their microarray dataset. Along with well-known procedures used in microarray data analysis, we have introduced a stand-alone implementation of the HTself method, especially designed to find differentially expressed genes in low-replication contexts. This approach is more compatible with our local reality than the usual statistical methods. We provide several examples derived from the Blastocladiella emersonii and Xylella fastidiosa Microarray Projects. SpotWhatR is freely available at http://blasto.iq.usp.br/~tkoide/SpotWhatR, in English and Portuguese versions. In addition, the user can choose between "single experiment" and "batch processing" versions.


Asunto(s)
Blastocladiella/genética , Perfilación de la Expresión Génica , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , Programas Informáticos , Xylella/genética , Análisis por Conglomerados , Gráficos por Computador , Humanos , Interfaz Usuario-Computador
13.
BMC Bioinformatics ; 7: 86, 2006 Feb 23.
Artículo en Inglés | MEDLINE | ID: mdl-16504085

RESUMEN

BACKGROUND: The search for enriched (aka over-represented or enhanced) ontology terms in a list of genes obtained from microarray experiments is becoming a standard procedure for a system-level analysis. This procedure tries to summarize the information focussing on classification designs such as Gene Ontology, KEGG pathways, and so on, instead of focussing on individual genes. Although it is well known in statistics that association and significance are distinct concepts, only the former approach has been used to deal with the ontology term enrichment problem. RESULTS: BayGO implements a Bayesian approach to search for enriched terms from microarray data. The R source-code is freely available at http://blasto.iq.usp.br/~tkoide/BayGO in three versions: Linux, which can be easily incorporated into pre-existent pipelines; Windows, to be controlled interactively; and as a web-tool. The software was validated using a bacterial heat shock response dataset, since this stress triggers known system-level responses. CONCLUSION: The Bayesian model accounts for the fact that, eventually, not all the genes from a given category are observable in microarray data due to low intensity signal, quality filters, genes that were not spotted and so on. Moreover, BayGO allows one to measure the statistical association between generic ontology terms and differential expression, instead of working only with the common significance analysis.


Asunto(s)
Teorema de Bayes , Biología Computacional , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Terminología como Asunto , Bacterias/química , Bacterias/genética , Biología Computacional/métodos , Biología Computacional/estadística & datos numéricos , Regulación Bacteriana de la Expresión Génica , Proteínas de Choque Térmico/biosíntesis , Proteínas de Choque Térmico/química , Proteínas de Choque Térmico/genética , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , Análisis de Secuencia por Matrices de Oligonucleótidos/estadística & datos numéricos , Transducción de Señal/genética , Programas Informáticos
14.
Genet. mol. res. (Online) ; Genet. mol. res. (Online);5(1): 93-107, Mar. 31, 2006. ilus, graf
Artículo en Inglés | LILACS | ID: lil-449142

RESUMEN

SpotWhatR is a user-friendly microarray data analysis tool that runs under a widely and freely available R statistical language (http://www.r-project.org) for Windows and Linux operational systems. The aim of SpotWhatR is to help the researcher to analyze microarray data by providing basic tools for data visualization, normalization, determination of differentially expressed genes, summarization by Gene Ontology terms, and clustering analysis. SpotWhatR allows researchers who are not familiar with computational programming to choose the most suitable analysis for their microarray dataset. Along with well-known procedures used in microarray data analysis, we have introduced a stand-alone implementation of the HTself method, especially designed to find differentially expressed genes in low-replication contexts. This approach is more compatible with our local reality than the usual statistical methods. We provide several examples derived from the Blastocladiella emersonii and Xylella fastidiosa Microarray Projects. SpotWhatR is freely available at http://blasto.iq.usp.br/~tkoide/SpotWhatR, in English and Portuguese versions. In addition, the user can choose between [quot ]single experiment[quot ] and [quot ]batch processing[quot ] versions.


Asunto(s)
Humanos , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , Blastocladiella/genética , Perfilación de la Expresión Génica , Programas Informáticos , Xylella/genética , Análisis por Conglomerados , Gráficos por Computador , Interfaz Usuario-Computador
15.
Crit Rev Oncol Hematol ; 54(2): 95-105, 2005 May.
Artículo en Inglés | MEDLINE | ID: mdl-15843092

RESUMEN

During the last 5 years, the number of papers describing data obtained by microarray technology increased exponentially with about 3000 papers in 2003. Undoubtedly, cancer is by far the disease that received most of the attention as far as the amount of data generated. As array technology is rather new and highly dependent on bioinformatics, mathematics and statistics, a clear understanding of the knowledge and information derived from array-based experiments is not widely appreciated. We shall review herein some of the issues related to the construction of DNA arrays, quantities and heterogeneity of probes and targets, the consequences of the physical characteristics of the probes, data extraction and data analysis as well as the applications of array technology. Our goal is to bring to the general audience, some of the basics of array technology and its possible application in oncology. By discussing some of the basic aspects of the methodology, we hope to stimulate criticism concerning the conclusions proposed by authors, especially in the light of the very low degree of reproducibility already proven when commercially available platforms were compared . Regardless of its pitfalls, it is unquestionable that array technology will have a great impact in the management of cancer and its applications will range from the discovery of new drug targets, new molecular tools for diagnosis and prognosis as well as for a tailored treatment that will take into account the molecular determinants of a given tumor. Hence, we shall also highlight some of the already available and promising applications of array technology on the day-to-day practice of oncology.


Asunto(s)
Neoplasias/genética , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Análisis por Conglomerados , Biología Computacional , Humanos , Neoplasias/diagnóstico , Análisis de Secuencia por Matrices de Oligonucleótidos/instrumentación , ARN Neoplásico/análisis , ARN Neoplásico/genética
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