Dataset Information

Using luminescent nanoparticles as staining probes for Affymetrix GeneChips.

ABSTRACT: Microarray technology provides efficient access to genetic information using miniaturized, high-density arrays of DNA probes. We investigated the application of luminescent nanoparticles as probes for Affymetrix GeneChips detection without the need for signal amplification. Our goal is to investigate the feasibility of using luminescent nanoparticles as probes in a commercial microarray system without changing its configurations. With the present imaging modality and existing optical excitation and detection systems of the Affymetrix GeneChips, our early results indicate that nanoparticles not only can be used for GeneChip labeling but also are superior to the traditional fluorescent protein streptavidin-phycoerythrin (SAPE). The advantage of the particles lies in a simplified staining procedure, higher photobleaching threshold, and enhanced luminescence signal. The nanoparticles can be used for detection of low-abundance targets without any amplification step. A concentration detection limit of 50 fM has been achieved. This work demonstrates the feasibility of using luminescent nanoparticles as probes for commercial microarray systems, making them less costly, more reproducible, and potentially quantitative.

SUBMITTER: Wang L

PROVIDER: S-EPMC2527177 | biostudies-literature | 2007 May-Jun

REPOSITORIES: biostudies-literature

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Using luminescent nanoparticles as staining probes for Affymetrix GeneChips.

Wang Lin L Lofton Charles C Popp Michael M Tan Weihong W

Bioconjugate chemistry 20070421 3

Microarray technology provides efficient access to genetic information using miniaturized, high-density arrays of DNA probes. We investigated the application of luminescent nanoparticles as probes for Affymetrix GeneChips detection without the need for signal amplification. Our goal is to investigate the feasibility of using luminescent nanoparticles as probes in a commercial microarray system without changing its configurations. With the present imaging modality and existing optical excitation ...[more]

PMID: 17447724

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Project description:BackgroundSerial Analysis of Gene Expression (SAGE) and microarrays have found a widespread application, but much ambiguity exists regarding the evaluation of these technologies. Cross-platform utilization of gene expression data from the SAGE and microarray technology could reduce the need for duplicate experiments and facilitate a more extensive exchange of data within the research community. This requires a measure for the correspondence of the different gene expression platforms. To date, a number of cross-platform evaluations (including a few studies using SAGE and Affymetrix GeneChips) have been conducted showing a variable, but overall low, concordance. This study evaluates these overall measures and introduces the between-ratio difference as a concordance measure pergene.ResultsIn this study, gene expression measurements of Unigene clusters represented by both Affymetrix GeneChips HG-U133A and SAGE were compared using two independent RNA samples. After matching of the data sets the final comparison contains a small data set of 1094 unique Unigene clusters, which is unbiased with respect to expression level. Different overall correlation approaches, like Up/Down classification, contingency tables and correlation coefficients were used to compare both platforms. In addition, we introduce a novel approach to compare two platforms based on the calculation of differences between expression ratios observed in each platform for each individual transcript. This approach results in a concordance measure per gene (with statistical probability value), as opposed to the commonly used overall concordance measures between platforms.ConclusionWe can conclude that intra-platform correlations are generally good, but that overall agreement between the two platforms is modest. This might be due to the binomially distributed sampling variation in SAGE tag counts, SAGE annotation errors and the intensity variation between probe sets of a single gene in Affymetrix GeneChips. We cannot identify or advice which platform performs better since both have their (dis)-advantages. Therefore it is strongly recommended to perform follow-up studies of interesting genes using additional techniques. The newly introduced between-ratio difference is a filtering-independent measure for between-platform concordance. Moreover, the between-ratio difference per gene can be used to detect transcripts with similar regulation on both platforms.

Dataset Information

Using luminescent nanoparticles as staining probes for Affymetrix GeneChips.

Publications

Using luminescent nanoparticles as staining probes for Affymetrix GeneChips.

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