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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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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. |
format | Online Article Text |
id | pubmed-5134250 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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