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An analysis of the use of genomic DNA as a universal reference in two channel DNA microarrays

BACKGROUND: DNA microarray is an invaluable tool for gene expression explorations. In the two-dye microarray, fluorescence intensities of two samples, each labeled with a different dye, are compared after hybridization. To compare a large number of samples, the 'reference design' is widely...

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Autores principales: Gadgil, Mugdha, Lian, Wei, Gadgil, Chetan, Kapur, Vivek, Hu, Wei-Shou
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1142311/
https://www.ncbi.nlm.nih.gov/pubmed/15877823
http://dx.doi.org/10.1186/1471-2164-6-66
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author Gadgil, Mugdha
Lian, Wei
Gadgil, Chetan
Kapur, Vivek
Hu, Wei-Shou
author_facet Gadgil, Mugdha
Lian, Wei
Gadgil, Chetan
Kapur, Vivek
Hu, Wei-Shou
author_sort Gadgil, Mugdha
collection PubMed
description BACKGROUND: DNA microarray is an invaluable tool for gene expression explorations. In the two-dye microarray, fluorescence intensities of two samples, each labeled with a different dye, are compared after hybridization. To compare a large number of samples, the 'reference design' is widely used, in which all RNA samples are hybridized to a common reference. Genomic DNA is an attractive candidate for use as a universal reference, especially for bacterial systems with a low percentage of non-coding sequences. However, genomic DNA, comprising of both the sense and anti-sense strands, is unlike the single stranded cDNA usually used in microarray hybridizations. The presence of the antisense strand in the 'reference' leads to reactions between complementary labeled strands in solution and may cause the assay result to deviate from true values. RESULTS: We have developed a mathematical model to predict the validity of using genomic DNA as a reference in the microarray assay. The model predicts that the assay can accurately estimate relative concentrations for a wide range of initial cDNA concentrations. Experimental results of DNA microarray assay using genomic DNA as a reference correlated well to those obtained by a direct hybridization between two cDNA samples. The model predicts that the initial concentrations of labeled genomic DNA strands and immobilized strands, and the hybridization time do not significantly affect the assay performance. At low values of the rate constant for hybridization between immobilized and mobile strands, the assay performance varies with the hybridization time and initial cDNA concentrations. For the case where a microarray with immobilized single strands is used, results from hybridizations using genomic DNA as a reference will correspond to true ratios under all conditions. CONCLUSION: Simulation using the mathematical model, and the experimental study presented here show the potential utility of microarray assays using genomic DNA as a reference. We conclude that the use of genomic DNA as reference DNA should greatly facilitate comparative transcriptome analysis.
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spelling pubmed-11423112005-06-03 An analysis of the use of genomic DNA as a universal reference in two channel DNA microarrays Gadgil, Mugdha Lian, Wei Gadgil, Chetan Kapur, Vivek Hu, Wei-Shou BMC Genomics Methodology Article BACKGROUND: DNA microarray is an invaluable tool for gene expression explorations. In the two-dye microarray, fluorescence intensities of two samples, each labeled with a different dye, are compared after hybridization. To compare a large number of samples, the 'reference design' is widely used, in which all RNA samples are hybridized to a common reference. Genomic DNA is an attractive candidate for use as a universal reference, especially for bacterial systems with a low percentage of non-coding sequences. However, genomic DNA, comprising of both the sense and anti-sense strands, is unlike the single stranded cDNA usually used in microarray hybridizations. The presence of the antisense strand in the 'reference' leads to reactions between complementary labeled strands in solution and may cause the assay result to deviate from true values. RESULTS: We have developed a mathematical model to predict the validity of using genomic DNA as a reference in the microarray assay. The model predicts that the assay can accurately estimate relative concentrations for a wide range of initial cDNA concentrations. Experimental results of DNA microarray assay using genomic DNA as a reference correlated well to those obtained by a direct hybridization between two cDNA samples. The model predicts that the initial concentrations of labeled genomic DNA strands and immobilized strands, and the hybridization time do not significantly affect the assay performance. At low values of the rate constant for hybridization between immobilized and mobile strands, the assay performance varies with the hybridization time and initial cDNA concentrations. For the case where a microarray with immobilized single strands is used, results from hybridizations using genomic DNA as a reference will correspond to true ratios under all conditions. CONCLUSION: Simulation using the mathematical model, and the experimental study presented here show the potential utility of microarray assays using genomic DNA as a reference. We conclude that the use of genomic DNA as reference DNA should greatly facilitate comparative transcriptome analysis. BioMed Central 2005-05-08 /pmc/articles/PMC1142311/ /pubmed/15877823 http://dx.doi.org/10.1186/1471-2164-6-66 Text en Copyright © 2005 Gadgil et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methodology Article
Gadgil, Mugdha
Lian, Wei
Gadgil, Chetan
Kapur, Vivek
Hu, Wei-Shou
An analysis of the use of genomic DNA as a universal reference in two channel DNA microarrays
title An analysis of the use of genomic DNA as a universal reference in two channel DNA microarrays
title_full An analysis of the use of genomic DNA as a universal reference in two channel DNA microarrays
title_fullStr An analysis of the use of genomic DNA as a universal reference in two channel DNA microarrays
title_full_unstemmed An analysis of the use of genomic DNA as a universal reference in two channel DNA microarrays
title_short An analysis of the use of genomic DNA as a universal reference in two channel DNA microarrays
title_sort analysis of the use of genomic dna as a universal reference in two channel dna microarrays
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1142311/
https://www.ncbi.nlm.nih.gov/pubmed/15877823
http://dx.doi.org/10.1186/1471-2164-6-66
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