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An algorithm for the determination and quantification of components of nucleic acid mixtures based on single sequencing reactions

BACKGROUND: Determination and quantification of nucleic acid components in a mixture is usually accomplished by microarray approaches, where the mixtures are hybridized against specific probes. As an alternative, we propose here that a single sequencing reaction from a mixture of nucleic acids holds...

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Detalles Bibliográficos
Autores principales: Pozhitkov, Alexander, Stemshorn, Kathryn, Tautz, Diethard
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1318471/
https://www.ncbi.nlm.nih.gov/pubmed/16316462
http://dx.doi.org/10.1186/1471-2105-6-281
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author Pozhitkov, Alexander
Stemshorn, Kathryn
Tautz, Diethard
author_facet Pozhitkov, Alexander
Stemshorn, Kathryn
Tautz, Diethard
author_sort Pozhitkov, Alexander
collection PubMed
description BACKGROUND: Determination and quantification of nucleic acid components in a mixture is usually accomplished by microarray approaches, where the mixtures are hybridized against specific probes. As an alternative, we propose here that a single sequencing reaction from a mixture of nucleic acids holds enough information to potentially distinguish the different components, provided it is known which components can occur in the mixture. RESULTS: We describe an algorithm that is based on a set of linear equations which can be solved when the sequencing profiles of the individual components are known and when the number of sequenced nucleotides is larger than the number of components in the mixture. We have implemented the procedure for one type of sequencing approach, pyrosequencing, which produces a stepwise output of peaks that is particularly suitable for the procedure. As an example we use signature sequences from ribosomal RNA to distinguish and quantify several different species in a mixture. Using simulations, we show that the procedure may also be applicable for dideoxy sequencing on capillary sequencers, requiring only some instrument specific adaptations of protocols and software. CONCLUSION: The parallel sequencing approach described here may become a simple and cheap alternative to microarray experiments which aim at routine re-determination and quantification of known nucleic acid components from environmental samples or tissue samples.
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spelling pubmed-13184712006-01-24 An algorithm for the determination and quantification of components of nucleic acid mixtures based on single sequencing reactions Pozhitkov, Alexander Stemshorn, Kathryn Tautz, Diethard BMC Bioinformatics Methodology Article BACKGROUND: Determination and quantification of nucleic acid components in a mixture is usually accomplished by microarray approaches, where the mixtures are hybridized against specific probes. As an alternative, we propose here that a single sequencing reaction from a mixture of nucleic acids holds enough information to potentially distinguish the different components, provided it is known which components can occur in the mixture. RESULTS: We describe an algorithm that is based on a set of linear equations which can be solved when the sequencing profiles of the individual components are known and when the number of sequenced nucleotides is larger than the number of components in the mixture. We have implemented the procedure for one type of sequencing approach, pyrosequencing, which produces a stepwise output of peaks that is particularly suitable for the procedure. As an example we use signature sequences from ribosomal RNA to distinguish and quantify several different species in a mixture. Using simulations, we show that the procedure may also be applicable for dideoxy sequencing on capillary sequencers, requiring only some instrument specific adaptations of protocols and software. CONCLUSION: The parallel sequencing approach described here may become a simple and cheap alternative to microarray experiments which aim at routine re-determination and quantification of known nucleic acid components from environmental samples or tissue samples. BioMed Central 2005-11-29 /pmc/articles/PMC1318471/ /pubmed/16316462 http://dx.doi.org/10.1186/1471-2105-6-281 Text en Copyright © 2005 Pozhitkov 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
Pozhitkov, Alexander
Stemshorn, Kathryn
Tautz, Diethard
An algorithm for the determination and quantification of components of nucleic acid mixtures based on single sequencing reactions
title An algorithm for the determination and quantification of components of nucleic acid mixtures based on single sequencing reactions
title_full An algorithm for the determination and quantification of components of nucleic acid mixtures based on single sequencing reactions
title_fullStr An algorithm for the determination and quantification of components of nucleic acid mixtures based on single sequencing reactions
title_full_unstemmed An algorithm for the determination and quantification of components of nucleic acid mixtures based on single sequencing reactions
title_short An algorithm for the determination and quantification of components of nucleic acid mixtures based on single sequencing reactions
title_sort algorithm for the determination and quantification of components of nucleic acid mixtures based on single sequencing reactions
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1318471/
https://www.ncbi.nlm.nih.gov/pubmed/16316462
http://dx.doi.org/10.1186/1471-2105-6-281
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