Jul 29, 2022

Public workspaceMIDAS 2 Protocol

  • 1Data Science and Biotechnology, Gladstone Institutes, San Francisco, CA, USA,;
  • 2Biomedical Informatics, University of California San Francisco, San Francisco, CA;
  • 3Data Science, Chan Zuckerberg Biohub, San Francisco, CA, USA,;
  • 4Data Science and Biotechnology, Gladstone Institutes, San Francisco, CA, USA
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Collection Citationmiriam.goldman, chunyu.zhao 2022. MIDAS 2 Protocol. protocols.io https://dx.doi.org/10.17504/protocols.io.6qpvr6jzpvmk/v1
License: This is an open access collection distributed under the terms of the Creative Commons Attribution License,  which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited
Protocol status: Working
We use this collection and it's working
Created: July 28, 2022
Last Modified: July 29, 2022
Collection Integer ID: 67834
Keywords: genotyping, strain, microbiome, single nucleotide variant, copy number variant
Abstract
The Metagenomic Intra-Species Diversity Analysis System 2 (MIDAS2) is a scalable pipeline that identifies single nucleotide variants (SNVs) and gene copy number variants (CNVs) in metagenomes using comprehensive reference databases built from public microbial genome collections (“metagenotyping”). MIDAS2 is the first metagenotyping tool with functionality to control metagenomic read mapping filters and to customize the reference database to the microbial community, features that improve the precision and recall of detected variants. Here we present four basic protocols for the most common use cases of MIDAS2, along with two supporting protocols for installation and advanced use. All the steps of metagenotyping, from raw sequencing reads to population genetic analysis, are demonstrated with example data in two downloadable sequencing libraries of single-end metagenomic reads representing a mixture of multiple bacterial species. This set of protocols empowers users to accurately genotype hundreds of species in thousands of samples, providing rich genetic data for studying the evolution and strain-level ecology of microbial communities.
Files
Protocol
Icon representing the file BASIC PROTOCOL 1: Species Prescreening
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BASIC PROTOCOL 1: Species Prescreening
Version 1
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miriam.goldman
Protocol
Icon representing the file BASIC PROTOCOL 2: Download MIDAS Reference Database
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BASIC PROTOCOL 2: Download MIDAS Reference Database
Version 1
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miriam.goldman
Protocol
Icon representing the file BASIC PROTOCOL 3: Population Single Nucleotide Variant Calling
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BASIC PROTOCOL 3: Population Single Nucleotide Variant Calling
Version 1
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miriam.goldman
Protocol
Icon representing the file BASIC PROTOCOL 4: Pan-genome Copy Number Variant Calling
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BASIC PROTOCOL 4: Pan-genome Copy Number Variant Calling
Version 1
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miriam.goldman
Protocol
Icon representing the file Support Protocol 1: Installing MIDAS2
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Support Protocol 1: Installing MIDAS2
Version 1
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miriam.goldman
Protocol
Icon representing the file Support Protocol 2: Metagenotyping with a Custom Collection of Genomes
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Support Protocol 2: Metagenotyping with a Custom Collection of Genomes
Version 1
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miriam.goldman