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s-dePooler: determination of polymorphism carriers from overlapping DNA pools
BACKGROUND: Samples pooling is a method widely used in studies to reduce costs and labour. DNA sample pooling combined with massive parallel sequencing is a powerful tool for discovering DNA variants (polymorphisms) in large analysing populations, which is the base of such research fields as Genome-...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6343301/ https://www.ncbi.nlm.nih.gov/pubmed/30669964 http://dx.doi.org/10.1186/s12859-019-2616-9 |
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author | Zhernakov, Aleksandr Igorevich Afonin, Alexey Mikhailovich Gavriliuk, Natalia Dmitrievna Moiseeva, Olga Mikhailovna Zhukov, Vladimir Aleksandrovich |
author_facet | Zhernakov, Aleksandr Igorevich Afonin, Alexey Mikhailovich Gavriliuk, Natalia Dmitrievna Moiseeva, Olga Mikhailovna Zhukov, Vladimir Aleksandrovich |
author_sort | Zhernakov, Aleksandr Igorevich |
collection | PubMed |
description | BACKGROUND: Samples pooling is a method widely used in studies to reduce costs and labour. DNA sample pooling combined with massive parallel sequencing is a powerful tool for discovering DNA variants (polymorphisms) in large analysing populations, which is the base of such research fields as Genome-Wide Association Studies, evolutionary and population studies, etc. Usage of overlapping pools where each sample is present in multiple pools can enhance the accuracy of polymorphism detection and allow identifying carriers of rare-variants. Surprisingly there is a lack of tools for result interpretation and carrier identification, i.e. for “depooling”. RESULTS: Here we present s-dePooler, the application for analysis of pooling experiments data. s-dePooler uses the variants information (VCF-file) and the pooling scheme to produce a list of candidate carriers for each polymorphism. We incorporated s-dePooler into a pipeline (dePoP) for automation of pooling analysis. The performance of the pipeline was tested on a synthetic dataset built using the 1000 Genomes Project data, resulting in the successful identification 97% of carriers of polymorphisms present in fewer than ~ 10% of carriers. CONCLUSIONS: s-dePooler along with dePoP can be used to identify carriers of polymorphisms in overlapping pools, and is compatible with any pooling scheme with equivalent molar ratios of pooled samples. s-dePooler and dePoP with usage instructions and test data are freely available at https://github.com/lab9arriam/depop. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-019-2616-9) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6343301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63433012019-01-24 s-dePooler: determination of polymorphism carriers from overlapping DNA pools Zhernakov, Aleksandr Igorevich Afonin, Alexey Mikhailovich Gavriliuk, Natalia Dmitrievna Moiseeva, Olga Mikhailovna Zhukov, Vladimir Aleksandrovich BMC Bioinformatics Software BACKGROUND: Samples pooling is a method widely used in studies to reduce costs and labour. DNA sample pooling combined with massive parallel sequencing is a powerful tool for discovering DNA variants (polymorphisms) in large analysing populations, which is the base of such research fields as Genome-Wide Association Studies, evolutionary and population studies, etc. Usage of overlapping pools where each sample is present in multiple pools can enhance the accuracy of polymorphism detection and allow identifying carriers of rare-variants. Surprisingly there is a lack of tools for result interpretation and carrier identification, i.e. for “depooling”. RESULTS: Here we present s-dePooler, the application for analysis of pooling experiments data. s-dePooler uses the variants information (VCF-file) and the pooling scheme to produce a list of candidate carriers for each polymorphism. We incorporated s-dePooler into a pipeline (dePoP) for automation of pooling analysis. The performance of the pipeline was tested on a synthetic dataset built using the 1000 Genomes Project data, resulting in the successful identification 97% of carriers of polymorphisms present in fewer than ~ 10% of carriers. CONCLUSIONS: s-dePooler along with dePoP can be used to identify carriers of polymorphisms in overlapping pools, and is compatible with any pooling scheme with equivalent molar ratios of pooled samples. s-dePooler and dePoP with usage instructions and test data are freely available at https://github.com/lab9arriam/depop. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-019-2616-9) contains supplementary material, which is available to authorized users. BioMed Central 2019-01-22 /pmc/articles/PMC6343301/ /pubmed/30669964 http://dx.doi.org/10.1186/s12859-019-2616-9 Text en © The Author(s). 2019 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. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Software Zhernakov, Aleksandr Igorevich Afonin, Alexey Mikhailovich Gavriliuk, Natalia Dmitrievna Moiseeva, Olga Mikhailovna Zhukov, Vladimir Aleksandrovich s-dePooler: determination of polymorphism carriers from overlapping DNA pools |
title | s-dePooler: determination of polymorphism carriers from overlapping DNA pools |
title_full | s-dePooler: determination of polymorphism carriers from overlapping DNA pools |
title_fullStr | s-dePooler: determination of polymorphism carriers from overlapping DNA pools |
title_full_unstemmed | s-dePooler: determination of polymorphism carriers from overlapping DNA pools |
title_short | s-dePooler: determination of polymorphism carriers from overlapping DNA pools |
title_sort | s-depooler: determination of polymorphism carriers from overlapping dna pools |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6343301/ https://www.ncbi.nlm.nih.gov/pubmed/30669964 http://dx.doi.org/10.1186/s12859-019-2616-9 |
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