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ESAP plus: a web-based server for EST-SSR marker development

BACKGROUND: Simple sequence repeats (SSRs) have become widely used as molecular markers in plant genetic studies due to their abundance, high allelic variation at each locus and simplicity to analyze using conventional PCR amplification. To study plants with unknown genome sequence, SSR markers from...

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Autores principales: Ponyared, Piyarat, Ponsawat, Jiradej, Tongsima, Sissades, Seresangtakul, Pusadee, Akkasaeng, Chutipong, Tantisuwichwong, Nathpapat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5260030/
https://www.ncbi.nlm.nih.gov/pubmed/28155670
http://dx.doi.org/10.1186/s12864-016-3328-4
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author Ponyared, Piyarat
Ponsawat, Jiradej
Tongsima, Sissades
Seresangtakul, Pusadee
Akkasaeng, Chutipong
Tantisuwichwong, Nathpapat
author_facet Ponyared, Piyarat
Ponsawat, Jiradej
Tongsima, Sissades
Seresangtakul, Pusadee
Akkasaeng, Chutipong
Tantisuwichwong, Nathpapat
author_sort Ponyared, Piyarat
collection PubMed
description BACKGROUND: Simple sequence repeats (SSRs) have become widely used as molecular markers in plant genetic studies due to their abundance, high allelic variation at each locus and simplicity to analyze using conventional PCR amplification. To study plants with unknown genome sequence, SSR markers from Expressed Sequence Tags (ESTs), which can be obtained from the plant mRNA (converted to cDNA), must be utilized. With the advent of high-throughput sequencing technology, huge EST sequence data have been generated and are now accessible from many public databases. However, SSR marker identification from a large in-house or public EST collection requires a computational pipeline that makes use of several standard bioinformatic tools to design high quality EST-SSR primers. Some of these computational tools are not users friendly and must be tightly integrated with reference genomic databases. RESULTS: A web-based bioinformatic pipeline, called EST Analysis Pipeline Plus (ESAP Plus), was constructed for assisting researchers to develop SSR markers from a large EST collection. ESAP Plus incorporates several bioinformatic scripts and some useful standard software tools necessary for the four main procedures of EST-SSR marker development, namely 1) pre-processing, 2) clustering and assembly, 3) SSR mining and 4) SSR primer design. The proposed pipeline also provides two alternative steps for reducing EST redundancy and identifying SSR loci. Using public sugarcane ESTs, ESAP Plus automatically executed the aforementioned computational pipeline via a simple web user interface, which was implemented using standard PHP, HTML, CSS and Java scripts. With ESAP Plus, users can upload raw EST data and choose various filtering options and parameters to analyze each of the four main procedures through this web interface. All input EST data and their predicted SSR results will be stored in the ESAP Plus MySQL database. Users will be notified via e-mail when the automatic process is completed and they can download all the results through the web interface. CONCLUSIONS: ESAP Plus is a comprehensive and convenient web-based bioinformatic tool for SSR marker development. ESAP Plus offers all necessary EST-SSR development processes with various adjustable options that users can easily use to identify SSR markers from a large EST collection. With familiar web interface, users can upload the raw EST using the data submission page and visualize/download the corresponding EST-SSR information from within ESAP Plus. ESAP Plus can handle considerably large EST datasets. This EST-SSR discovery tool can be accessed directly from: http://gbp.kku.ac.th/esap_plus/. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-3328-4) contains supplementary material, which is available to authorized users.
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spelling pubmed-52600302017-01-26 ESAP plus: a web-based server for EST-SSR marker development Ponyared, Piyarat Ponsawat, Jiradej Tongsima, Sissades Seresangtakul, Pusadee Akkasaeng, Chutipong Tantisuwichwong, Nathpapat BMC Genomics Research BACKGROUND: Simple sequence repeats (SSRs) have become widely used as molecular markers in plant genetic studies due to their abundance, high allelic variation at each locus and simplicity to analyze using conventional PCR amplification. To study plants with unknown genome sequence, SSR markers from Expressed Sequence Tags (ESTs), which can be obtained from the plant mRNA (converted to cDNA), must be utilized. With the advent of high-throughput sequencing technology, huge EST sequence data have been generated and are now accessible from many public databases. However, SSR marker identification from a large in-house or public EST collection requires a computational pipeline that makes use of several standard bioinformatic tools to design high quality EST-SSR primers. Some of these computational tools are not users friendly and must be tightly integrated with reference genomic databases. RESULTS: A web-based bioinformatic pipeline, called EST Analysis Pipeline Plus (ESAP Plus), was constructed for assisting researchers to develop SSR markers from a large EST collection. ESAP Plus incorporates several bioinformatic scripts and some useful standard software tools necessary for the four main procedures of EST-SSR marker development, namely 1) pre-processing, 2) clustering and assembly, 3) SSR mining and 4) SSR primer design. The proposed pipeline also provides two alternative steps for reducing EST redundancy and identifying SSR loci. Using public sugarcane ESTs, ESAP Plus automatically executed the aforementioned computational pipeline via a simple web user interface, which was implemented using standard PHP, HTML, CSS and Java scripts. With ESAP Plus, users can upload raw EST data and choose various filtering options and parameters to analyze each of the four main procedures through this web interface. All input EST data and their predicted SSR results will be stored in the ESAP Plus MySQL database. Users will be notified via e-mail when the automatic process is completed and they can download all the results through the web interface. CONCLUSIONS: ESAP Plus is a comprehensive and convenient web-based bioinformatic tool for SSR marker development. ESAP Plus offers all necessary EST-SSR development processes with various adjustable options that users can easily use to identify SSR markers from a large EST collection. With familiar web interface, users can upload the raw EST using the data submission page and visualize/download the corresponding EST-SSR information from within ESAP Plus. ESAP Plus can handle considerably large EST datasets. This EST-SSR discovery tool can be accessed directly from: http://gbp.kku.ac.th/esap_plus/. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-3328-4) contains supplementary material, which is available to authorized users. BioMed Central 2016-12-22 /pmc/articles/PMC5260030/ /pubmed/28155670 http://dx.doi.org/10.1186/s12864-016-3328-4 Text en © The Author(s). 2016 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 Research
Ponyared, Piyarat
Ponsawat, Jiradej
Tongsima, Sissades
Seresangtakul, Pusadee
Akkasaeng, Chutipong
Tantisuwichwong, Nathpapat
ESAP plus: a web-based server for EST-SSR marker development
title ESAP plus: a web-based server for EST-SSR marker development
title_full ESAP plus: a web-based server for EST-SSR marker development
title_fullStr ESAP plus: a web-based server for EST-SSR marker development
title_full_unstemmed ESAP plus: a web-based server for EST-SSR marker development
title_short ESAP plus: a web-based server for EST-SSR marker development
title_sort esap plus: a web-based server for est-ssr marker development
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5260030/
https://www.ncbi.nlm.nih.gov/pubmed/28155670
http://dx.doi.org/10.1186/s12864-016-3328-4
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