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Empirical assessment of competitive hybridization and noise in ultra high density canine tiling arrays

BACKGROUND: In addition to probe sequence characteristics, noise in hybridization array data is thought to be influenced by competitive hybridization between probes tiled at high densities. Empirical evaluation of competitive hybridization and an estimation of what other non-sequence related feature...

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Autores principales: Willet, Cali E, Bunbury-Cruickshank, Laura, van Rooy, Diane, Child, Georgina, Shariflou, Mohammad R, Thomson, Peter C, Wade, Claire M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3733988/
https://www.ncbi.nlm.nih.gov/pubmed/23870167
http://dx.doi.org/10.1186/1471-2105-14-231
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author Willet, Cali E
Bunbury-Cruickshank, Laura
van Rooy, Diane
Child, Georgina
Shariflou, Mohammad R
Thomson, Peter C
Wade, Claire M
author_facet Willet, Cali E
Bunbury-Cruickshank, Laura
van Rooy, Diane
Child, Georgina
Shariflou, Mohammad R
Thomson, Peter C
Wade, Claire M
author_sort Willet, Cali E
collection PubMed
description BACKGROUND: In addition to probe sequence characteristics, noise in hybridization array data is thought to be influenced by competitive hybridization between probes tiled at high densities. Empirical evaluation of competitive hybridization and an estimation of what other non-sequence related features might affect noisy data is currently lacking. RESULTS: A high density array was designed to a 1.5 megabase region of the canine genome to explore the potential for probe competition to introduce noise. Multivariate assessment of the influence of probe, segment and design characteristics on hybridization intensity demonstrate that whilst increased density significantly depresses fluorescence intensities, this effect is largely consistent when an ultra high density offset is applied. Signal variation not attributable to sequence composition resulted from the reduction in competition when large inter-probe spacing was introduced due to long repetitive elements and when a lower density offset was applied. Tiling of probes immediately adjacent to various classes of repeat elements did not generate noise. Comparison of identical probe sets hybridized with DNA extracted from blood or saliva establishes salivary DNA as a source of noise. CONCLUSIONS: This analysis demonstrates the occurrence of competitive hybridization between oligonucleotide probes in high density tiling arrays. It supports that probe competition does not generate random noise when it is maintained across a region. To prevent the introduction of noise from this source, the degree of competition should be regulated by minimizing variation in density across the target region. This finding can make an important contribution to optimizing coverage whilst minimizing sources of noise in the design of high density tiling arrays.
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spelling pubmed-37339882013-08-06 Empirical assessment of competitive hybridization and noise in ultra high density canine tiling arrays Willet, Cali E Bunbury-Cruickshank, Laura van Rooy, Diane Child, Georgina Shariflou, Mohammad R Thomson, Peter C Wade, Claire M BMC Bioinformatics Research Article BACKGROUND: In addition to probe sequence characteristics, noise in hybridization array data is thought to be influenced by competitive hybridization between probes tiled at high densities. Empirical evaluation of competitive hybridization and an estimation of what other non-sequence related features might affect noisy data is currently lacking. RESULTS: A high density array was designed to a 1.5 megabase region of the canine genome to explore the potential for probe competition to introduce noise. Multivariate assessment of the influence of probe, segment and design characteristics on hybridization intensity demonstrate that whilst increased density significantly depresses fluorescence intensities, this effect is largely consistent when an ultra high density offset is applied. Signal variation not attributable to sequence composition resulted from the reduction in competition when large inter-probe spacing was introduced due to long repetitive elements and when a lower density offset was applied. Tiling of probes immediately adjacent to various classes of repeat elements did not generate noise. Comparison of identical probe sets hybridized with DNA extracted from blood or saliva establishes salivary DNA as a source of noise. CONCLUSIONS: This analysis demonstrates the occurrence of competitive hybridization between oligonucleotide probes in high density tiling arrays. It supports that probe competition does not generate random noise when it is maintained across a region. To prevent the introduction of noise from this source, the degree of competition should be regulated by minimizing variation in density across the target region. This finding can make an important contribution to optimizing coverage whilst minimizing sources of noise in the design of high density tiling arrays. BioMed Central 2013-07-22 /pmc/articles/PMC3733988/ /pubmed/23870167 http://dx.doi.org/10.1186/1471-2105-14-231 Text en Copyright © 2013 Willet 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 Research Article
Willet, Cali E
Bunbury-Cruickshank, Laura
van Rooy, Diane
Child, Georgina
Shariflou, Mohammad R
Thomson, Peter C
Wade, Claire M
Empirical assessment of competitive hybridization and noise in ultra high density canine tiling arrays
title Empirical assessment of competitive hybridization and noise in ultra high density canine tiling arrays
title_full Empirical assessment of competitive hybridization and noise in ultra high density canine tiling arrays
title_fullStr Empirical assessment of competitive hybridization and noise in ultra high density canine tiling arrays
title_full_unstemmed Empirical assessment of competitive hybridization and noise in ultra high density canine tiling arrays
title_short Empirical assessment of competitive hybridization and noise in ultra high density canine tiling arrays
title_sort empirical assessment of competitive hybridization and noise in ultra high density canine tiling arrays
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3733988/
https://www.ncbi.nlm.nih.gov/pubmed/23870167
http://dx.doi.org/10.1186/1471-2105-14-231
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