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Information theory-based algorithm for in silico prediction of PCR products with whole genomic sequences as templates

BACKGROUND: A new algorithm for assessing similarity between primer and template has been developed based on the hypothesis that annealing of primer to template is an information transfer process. RESULTS: Primer sequence is converted to a vector of the full potential hydrogen numbers (3 for G or C,...

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Autores principales: Cao, Youfang, Wang, Lianjie, Xu, Kexue, Kou, Chunhai, Zhang, Yulei, Wei, Guifang, He, Junjian, Wang, Yunfang, Zhao, Liping
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1183192/
https://www.ncbi.nlm.nih.gov/pubmed/16042814
http://dx.doi.org/10.1186/1471-2105-6-190
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author Cao, Youfang
Wang, Lianjie
Xu, Kexue
Kou, Chunhai
Zhang, Yulei
Wei, Guifang
He, Junjian
Wang, Yunfang
Zhao, Liping
author_facet Cao, Youfang
Wang, Lianjie
Xu, Kexue
Kou, Chunhai
Zhang, Yulei
Wei, Guifang
He, Junjian
Wang, Yunfang
Zhao, Liping
author_sort Cao, Youfang
collection PubMed
description BACKGROUND: A new algorithm for assessing similarity between primer and template has been developed based on the hypothesis that annealing of primer to template is an information transfer process. RESULTS: Primer sequence is converted to a vector of the full potential hydrogen numbers (3 for G or C, 2 for A or T), while template sequence is converted to a vector of the actual hydrogen bond numbers formed after primer annealing. The former is considered as source information and the latter destination information. An information coefficient is calculated as a measure for fidelity of this information transfer process and thus a measure of similarity between primer and potential annealing site on template. CONCLUSION: Successful prediction of PCR products from whole genomic sequences with a computer program based on the algorithm demonstrated the potential of this new algorithm in areas like in silico PCR and gene finding.
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spelling pubmed-11831922005-08-06 Information theory-based algorithm for in silico prediction of PCR products with whole genomic sequences as templates Cao, Youfang Wang, Lianjie Xu, Kexue Kou, Chunhai Zhang, Yulei Wei, Guifang He, Junjian Wang, Yunfang Zhao, Liping BMC Bioinformatics Software BACKGROUND: A new algorithm for assessing similarity between primer and template has been developed based on the hypothesis that annealing of primer to template is an information transfer process. RESULTS: Primer sequence is converted to a vector of the full potential hydrogen numbers (3 for G or C, 2 for A or T), while template sequence is converted to a vector of the actual hydrogen bond numbers formed after primer annealing. The former is considered as source information and the latter destination information. An information coefficient is calculated as a measure for fidelity of this information transfer process and thus a measure of similarity between primer and potential annealing site on template. CONCLUSION: Successful prediction of PCR products from whole genomic sequences with a computer program based on the algorithm demonstrated the potential of this new algorithm in areas like in silico PCR and gene finding. BioMed Central 2005-07-26 /pmc/articles/PMC1183192/ /pubmed/16042814 http://dx.doi.org/10.1186/1471-2105-6-190 Text en Copyright © 2005 Cao 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 Software
Cao, Youfang
Wang, Lianjie
Xu, Kexue
Kou, Chunhai
Zhang, Yulei
Wei, Guifang
He, Junjian
Wang, Yunfang
Zhao, Liping
Information theory-based algorithm for in silico prediction of PCR products with whole genomic sequences as templates
title Information theory-based algorithm for in silico prediction of PCR products with whole genomic sequences as templates
title_full Information theory-based algorithm for in silico prediction of PCR products with whole genomic sequences as templates
title_fullStr Information theory-based algorithm for in silico prediction of PCR products with whole genomic sequences as templates
title_full_unstemmed Information theory-based algorithm for in silico prediction of PCR products with whole genomic sequences as templates
title_short Information theory-based algorithm for in silico prediction of PCR products with whole genomic sequences as templates
title_sort information theory-based algorithm for in silico prediction of pcr products with whole genomic sequences as templates
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1183192/
https://www.ncbi.nlm.nih.gov/pubmed/16042814
http://dx.doi.org/10.1186/1471-2105-6-190
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