Cargando…

MIDAS2: Metagenomic Intra-species Diversity Analysis System

SUMMARY: The Metagenomic Intra-Species Diversity Analysis System (MIDAS) is a scalable metagenomic pipeline that identifies single nucleotide variants (SNVs) and gene copy number variants in microbial populations. Here, we present MIDAS2, which addresses the computational challenges presented by inc...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhao, Chunyu, Dimitrov, Boris, Goldman, Miriam, Nayfach, Stephen, Pollard, Katherine S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9805558/
https://www.ncbi.nlm.nih.gov/pubmed/36321886
http://dx.doi.org/10.1093/bioinformatics/btac713
_version_ 1784862352791830528
author Zhao, Chunyu
Dimitrov, Boris
Goldman, Miriam
Nayfach, Stephen
Pollard, Katherine S
author_facet Zhao, Chunyu
Dimitrov, Boris
Goldman, Miriam
Nayfach, Stephen
Pollard, Katherine S
author_sort Zhao, Chunyu
collection PubMed
description SUMMARY: The Metagenomic Intra-Species Diversity Analysis System (MIDAS) is a scalable metagenomic pipeline that identifies single nucleotide variants (SNVs) and gene copy number variants in microbial populations. Here, we present MIDAS2, which addresses the computational challenges presented by increasingly large reference genome databases, while adding functionality for building custom databases and leveraging paired-end reads to improve SNV accuracy. This fast and scalable reengineering of the MIDAS pipeline enables thousands of metagenomic samples to be efficiently genotyped. AVAILABILITY AND IMPLEMENTATION: The source code is available at https://github.com/czbiohub/MIDAS2. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
format Online
Article
Text
id pubmed-9805558
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-98055582023-01-03 MIDAS2: Metagenomic Intra-species Diversity Analysis System Zhao, Chunyu Dimitrov, Boris Goldman, Miriam Nayfach, Stephen Pollard, Katherine S Bioinformatics Applications Note SUMMARY: The Metagenomic Intra-Species Diversity Analysis System (MIDAS) is a scalable metagenomic pipeline that identifies single nucleotide variants (SNVs) and gene copy number variants in microbial populations. Here, we present MIDAS2, which addresses the computational challenges presented by increasingly large reference genome databases, while adding functionality for building custom databases and leveraging paired-end reads to improve SNV accuracy. This fast and scalable reengineering of the MIDAS pipeline enables thousands of metagenomic samples to be efficiently genotyped. AVAILABILITY AND IMPLEMENTATION: The source code is available at https://github.com/czbiohub/MIDAS2. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2022-11-02 /pmc/articles/PMC9805558/ /pubmed/36321886 http://dx.doi.org/10.1093/bioinformatics/btac713 Text en © The Author(s) 2022. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Note
Zhao, Chunyu
Dimitrov, Boris
Goldman, Miriam
Nayfach, Stephen
Pollard, Katherine S
MIDAS2: Metagenomic Intra-species Diversity Analysis System
title MIDAS2: Metagenomic Intra-species Diversity Analysis System
title_full MIDAS2: Metagenomic Intra-species Diversity Analysis System
title_fullStr MIDAS2: Metagenomic Intra-species Diversity Analysis System
title_full_unstemmed MIDAS2: Metagenomic Intra-species Diversity Analysis System
title_short MIDAS2: Metagenomic Intra-species Diversity Analysis System
title_sort midas2: metagenomic intra-species diversity analysis system
topic Applications Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9805558/
https://www.ncbi.nlm.nih.gov/pubmed/36321886
http://dx.doi.org/10.1093/bioinformatics/btac713
work_keys_str_mv AT zhaochunyu midas2metagenomicintraspeciesdiversityanalysissystem
AT dimitrovboris midas2metagenomicintraspeciesdiversityanalysissystem
AT goldmanmiriam midas2metagenomicintraspeciesdiversityanalysissystem
AT nayfachstephen midas2metagenomicintraspeciesdiversityanalysissystem
AT pollardkatherines midas2metagenomicintraspeciesdiversityanalysissystem