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mStrain: strain-level identification of using metagenomic data. | LitMetric

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Article Abstract

Motivation: High-resolution target pathogen detection using metagenomic sequencing data represents a major challenge due to the low concentration of target pathogens in samples. We introduced mStrain, a novel strain/lineage-level identification tool that utilizes metagenomic data. mStrain successfully identified at the strain/lineage level by extracting sufficient information regarding single-nucleotide polymorphisms (SNPs), which can therefore be an effective tool for identification and source tracking of based on metagenomic data during a plague outbreak.

Definition:  .

Strain-level Identification: Assigning the reads in the metagenomic sequencing data to an exactly known or most closely representative strain.

Lineage-level Identification: Assigning the reads in the metagenomic sequencing data to a specific lineage on the phylogenetic tree.

Canosnps: The unique and typical SNPs present in all representative strains.

Ancestor/derived State: An SNP is defined as the ancestor state when consistent with the allele of strain IP32953; otherwise, the SNP is defined as the derived state.

Availability And Implementation: The code for running mStrain, the test dataset, and instructions for running the code can be found at the following GitHub repository: https://github.com/xwqian1123/mStrain.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516513PMC
http://dx.doi.org/10.1093/bioadv/vbad115DOI Listing

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