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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...
Autores principales: | , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2005
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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. |
format | Text |
id | pubmed-1318471 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2005 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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