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Reference-independent comparative metagenomics using cross-assembly: crAss
Motivation: Metagenomes are often characterized by high levels of unknown sequences. Reads derived from known microorganisms can easily be identified and analyzed using fast homology search algorithms and a suitable reference database, but the unknown sequences are often ignored in further analyses,...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3519457/ https://www.ncbi.nlm.nih.gov/pubmed/23074261 http://dx.doi.org/10.1093/bioinformatics/bts613 |
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author | Dutilh, Bas E. Schmieder, Robert Nulton, Jim Felts, Ben Salamon, Peter Edwards, Robert A. Mokili, John L. |
author_facet | Dutilh, Bas E. Schmieder, Robert Nulton, Jim Felts, Ben Salamon, Peter Edwards, Robert A. Mokili, John L. |
author_sort | Dutilh, Bas E. |
collection | PubMed |
description | Motivation: Metagenomes are often characterized by high levels of unknown sequences. Reads derived from known microorganisms can easily be identified and analyzed using fast homology search algorithms and a suitable reference database, but the unknown sequences are often ignored in further analyses, biasing conclusions. Nevertheless, it is possible to use more data in a comparative metagenomic analysis by creating a cross-assembly of all reads, i.e. a single assembly of reads from different samples. Comparative metagenomics studies the interrelationships between metagenomes from different samples. Using an assembly algorithm is a fast and intuitive way to link (partially) homologous reads without requiring a database of reference sequences. Results: Here, we introduce crAss, a novel bioinformatic tool that enables fast simple analysis of cross-assembly files, yielding distances between all metagenomic sample pairs and an insightful image displaying the similarities. Availability and implementation: crAss is available as a web server at http://edwards.sdsu.edu/crass/, and the Perl source code can be downloaded to run as a stand-alone command line tool. Contact: dutilh@cmbi.ru.nl Supplementary information: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-3519457 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-35194572013-02-22 Reference-independent comparative metagenomics using cross-assembly: crAss Dutilh, Bas E. Schmieder, Robert Nulton, Jim Felts, Ben Salamon, Peter Edwards, Robert A. Mokili, John L. Bioinformatics Original Papers Motivation: Metagenomes are often characterized by high levels of unknown sequences. Reads derived from known microorganisms can easily be identified and analyzed using fast homology search algorithms and a suitable reference database, but the unknown sequences are often ignored in further analyses, biasing conclusions. Nevertheless, it is possible to use more data in a comparative metagenomic analysis by creating a cross-assembly of all reads, i.e. a single assembly of reads from different samples. Comparative metagenomics studies the interrelationships between metagenomes from different samples. Using an assembly algorithm is a fast and intuitive way to link (partially) homologous reads without requiring a database of reference sequences. Results: Here, we introduce crAss, a novel bioinformatic tool that enables fast simple analysis of cross-assembly files, yielding distances between all metagenomic sample pairs and an insightful image displaying the similarities. Availability and implementation: crAss is available as a web server at http://edwards.sdsu.edu/crass/, and the Perl source code can be downloaded to run as a stand-alone command line tool. Contact: dutilh@cmbi.ru.nl Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2012-12 2012-10-16 /pmc/articles/PMC3519457/ /pubmed/23074261 http://dx.doi.org/10.1093/bioinformatics/bts613 Text en © The Author(s) 2012. Published by Oxford University Press. http://creativecommons.org/licenses/by/3.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Papers Dutilh, Bas E. Schmieder, Robert Nulton, Jim Felts, Ben Salamon, Peter Edwards, Robert A. Mokili, John L. Reference-independent comparative metagenomics using cross-assembly: crAss |
title | Reference-independent comparative metagenomics using cross-assembly: crAss |
title_full | Reference-independent comparative metagenomics using cross-assembly: crAss |
title_fullStr | Reference-independent comparative metagenomics using cross-assembly: crAss |
title_full_unstemmed | Reference-independent comparative metagenomics using cross-assembly: crAss |
title_short | Reference-independent comparative metagenomics using cross-assembly: crAss |
title_sort | reference-independent comparative metagenomics using cross-assembly: crass |
topic | Original Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3519457/ https://www.ncbi.nlm.nih.gov/pubmed/23074261 http://dx.doi.org/10.1093/bioinformatics/bts613 |
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