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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...
Autores principales: | , , , , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2005
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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. |
format | Text |
id | pubmed-1142311 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2005 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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