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MeFiT: merging and filtering tool for illumina paired-end reads for 16S rRNA amplicon sequencing

BACKGROUND: Recent advances in next-generation sequencing have revolutionized genomic research. 16S rRNA amplicon sequencing using paired-end sequencing on the MiSeq platform from Illumina, Inc., is being used to characterize the composition and dynamics of extremely complex/diverse microbial commun...

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Autores principales: Parikh, Hardik I., Koparde, Vishal N., Bradley, Steven P., Buck, Gregory A., Sheth, Nihar U.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5134250/
https://www.ncbi.nlm.nih.gov/pubmed/27905885
http://dx.doi.org/10.1186/s12859-016-1358-1
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author Parikh, Hardik I.
Koparde, Vishal N.
Bradley, Steven P.
Buck, Gregory A.
Sheth, Nihar U.
author_facet Parikh, Hardik I.
Koparde, Vishal N.
Bradley, Steven P.
Buck, Gregory A.
Sheth, Nihar U.
author_sort Parikh, Hardik I.
collection PubMed
description BACKGROUND: Recent advances in next-generation sequencing have revolutionized genomic research. 16S rRNA amplicon sequencing using paired-end sequencing on the MiSeq platform from Illumina, Inc., is being used to characterize the composition and dynamics of extremely complex/diverse microbial communities. For this analysis on the Illumina platform, merging and quality filtering of paired-end reads are essential first steps in data analysis to ensure the accuracy and reliability of downstream analysis. RESULTS: We have developed the Merging and Filtering Tool (MeFiT) to combine these pre-processing steps into one simple, intuitive pipeline. MeFiT invokes CASPER (context-aware scheme for paired-end reads) for merging paired-end reads and provides users the option to quality filter the reads using the traditional average Q-score metric or using a maximum expected error cut-off threshold. CONCLUSIONS: MeFiT provides an open-source solution that permits users to merge and filter paired end illumina reads. The tool has been implemented in python and the source-code is freely available at https://github.com/nisheth/MeFiT. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-016-1358-1) contains supplementary material, which is available to authorized users.
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spelling pubmed-51342502016-12-15 MeFiT: merging and filtering tool for illumina paired-end reads for 16S rRNA amplicon sequencing Parikh, Hardik I. Koparde, Vishal N. Bradley, Steven P. Buck, Gregory A. Sheth, Nihar U. BMC Bioinformatics Software BACKGROUND: Recent advances in next-generation sequencing have revolutionized genomic research. 16S rRNA amplicon sequencing using paired-end sequencing on the MiSeq platform from Illumina, Inc., is being used to characterize the composition and dynamics of extremely complex/diverse microbial communities. For this analysis on the Illumina platform, merging and quality filtering of paired-end reads are essential first steps in data analysis to ensure the accuracy and reliability of downstream analysis. RESULTS: We have developed the Merging and Filtering Tool (MeFiT) to combine these pre-processing steps into one simple, intuitive pipeline. MeFiT invokes CASPER (context-aware scheme for paired-end reads) for merging paired-end reads and provides users the option to quality filter the reads using the traditional average Q-score metric or using a maximum expected error cut-off threshold. CONCLUSIONS: MeFiT provides an open-source solution that permits users to merge and filter paired end illumina reads. The tool has been implemented in python and the source-code is freely available at https://github.com/nisheth/MeFiT. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-016-1358-1) contains supplementary material, which is available to authorized users. BioMed Central 2016-12-01 /pmc/articles/PMC5134250/ /pubmed/27905885 http://dx.doi.org/10.1186/s12859-016-1358-1 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 Software
Parikh, Hardik I.
Koparde, Vishal N.
Bradley, Steven P.
Buck, Gregory A.
Sheth, Nihar U.
MeFiT: merging and filtering tool for illumina paired-end reads for 16S rRNA amplicon sequencing
title MeFiT: merging and filtering tool for illumina paired-end reads for 16S rRNA amplicon sequencing
title_full MeFiT: merging and filtering tool for illumina paired-end reads for 16S rRNA amplicon sequencing
title_fullStr MeFiT: merging and filtering tool for illumina paired-end reads for 16S rRNA amplicon sequencing
title_full_unstemmed MeFiT: merging and filtering tool for illumina paired-end reads for 16S rRNA amplicon sequencing
title_short MeFiT: merging and filtering tool for illumina paired-end reads for 16S rRNA amplicon sequencing
title_sort mefit: merging and filtering tool for illumina paired-end reads for 16s rrna amplicon sequencing
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5134250/
https://www.ncbi.nlm.nih.gov/pubmed/27905885
http://dx.doi.org/10.1186/s12859-016-1358-1
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