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Efficient identification of SNPs in pooled DNA samples using a dual mononucleotide addition-based sequencing method
Identifying single nucleotide polymorphism (SNPs) from pooled samples is critical for many studies and applications. SNPs determined by next-generation sequencing results may suffer from errors in both base calling and read mapping. Taking advantage of dual mononucleotide addition-based pyrosequenci...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5594057/ https://www.ncbi.nlm.nih.gov/pubmed/28612167 http://dx.doi.org/10.1007/s00438-017-1332-2 |
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author | Cao, Changchang Pan, Rongfang Tan, Jun Sun, Xiao Xiao, Pengfeng |
author_facet | Cao, Changchang Pan, Rongfang Tan, Jun Sun, Xiao Xiao, Pengfeng |
author_sort | Cao, Changchang |
collection | PubMed |
description | Identifying single nucleotide polymorphism (SNPs) from pooled samples is critical for many studies and applications. SNPs determined by next-generation sequencing results may suffer from errors in both base calling and read mapping. Taking advantage of dual mononucleotide addition-based pyrosequencing, we present Epds, a method to efficiently identify SNPs from pooled DNA samples. On the basis of only five patterns of non-synchronistic extensions between the wild and mutant sequences using dual mononucleotide addition-based pyrosequencing, we employed an enumerative algorithm to infer the mutant locus and estimate the proportion of mutant sequence. According to the profiles resulting from three runs with distinct dual mononucleotide additions, Epds could recover the mutant bases. Results showed that our method had a false-positive rate of less than 3%. Series of simulations revealed that Epds outperformed the current method (PSM) in many situations. Finally, experiments based on profiles produced by real sequencing proved that our method could be successfully applied for the identification of mutants from pooled samples. The software for implementing this method and the experimental data are available at http://bioinfo.seu.edu.cn/Epds. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s00438-017-1332-2) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5594057 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-55940572017-09-26 Efficient identification of SNPs in pooled DNA samples using a dual mononucleotide addition-based sequencing method Cao, Changchang Pan, Rongfang Tan, Jun Sun, Xiao Xiao, Pengfeng Mol Genet Genomics Original Article Identifying single nucleotide polymorphism (SNPs) from pooled samples is critical for many studies and applications. SNPs determined by next-generation sequencing results may suffer from errors in both base calling and read mapping. Taking advantage of dual mononucleotide addition-based pyrosequencing, we present Epds, a method to efficiently identify SNPs from pooled DNA samples. On the basis of only five patterns of non-synchronistic extensions between the wild and mutant sequences using dual mononucleotide addition-based pyrosequencing, we employed an enumerative algorithm to infer the mutant locus and estimate the proportion of mutant sequence. According to the profiles resulting from three runs with distinct dual mononucleotide additions, Epds could recover the mutant bases. Results showed that our method had a false-positive rate of less than 3%. Series of simulations revealed that Epds outperformed the current method (PSM) in many situations. Finally, experiments based on profiles produced by real sequencing proved that our method could be successfully applied for the identification of mutants from pooled samples. The software for implementing this method and the experimental data are available at http://bioinfo.seu.edu.cn/Epds. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s00438-017-1332-2) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2017-06-13 2017 /pmc/articles/PMC5594057/ /pubmed/28612167 http://dx.doi.org/10.1007/s00438-017-1332-2 Text en © The Author(s) 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Original Article Cao, Changchang Pan, Rongfang Tan, Jun Sun, Xiao Xiao, Pengfeng Efficient identification of SNPs in pooled DNA samples using a dual mononucleotide addition-based sequencing method |
title | Efficient identification of SNPs in pooled DNA samples using a dual mononucleotide addition-based sequencing method |
title_full | Efficient identification of SNPs in pooled DNA samples using a dual mononucleotide addition-based sequencing method |
title_fullStr | Efficient identification of SNPs in pooled DNA samples using a dual mononucleotide addition-based sequencing method |
title_full_unstemmed | Efficient identification of SNPs in pooled DNA samples using a dual mononucleotide addition-based sequencing method |
title_short | Efficient identification of SNPs in pooled DNA samples using a dual mononucleotide addition-based sequencing method |
title_sort | efficient identification of snps in pooled dna samples using a dual mononucleotide addition-based sequencing method |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5594057/ https://www.ncbi.nlm.nih.gov/pubmed/28612167 http://dx.doi.org/10.1007/s00438-017-1332-2 |
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