Reads2Type

Reads2Type: Bacterial Species Identification from Whole Genome Sequencing Data

Reads2Type performs bacterial taxonomy identification directly from whole genome sequencing (WGS) data by classifying organisms at the species level using whole-genome information.

Key Features:

• Whole Genome Analysis: Utilizes complete bacterial genome sequences rather than single loci such as 16S rRNA or multilocus sequence typing for species-level classification.
• High Identification Accuracy: Achieves 99.5% species identification accuracy using a reference dataset of 1003 whole genome sequenced bacteria from multiple sequencing platforms.
• Marker Probe Mapping: Maps raw sequencing reads to a curated set of marker probes derived from complete bacterial genomes available in public databases.

Scientific Applications:

• Clinical Diagnostics: Identifies pathogenic bacteria in clinical samples using WGS data to support treatment decisions.
• Microbial Research: Classifies bacterial species for studies of microbial diversity, evolution, and ecology.
• Public Health Surveillance: Provides species-level taxonomic identification for outbreak detection and epidemiological monitoring.

Methodology:

Reads2Type maps user-provided raw whole genome sequencing reads against a curated database of marker probes derived from complete bacterial genomes. Species identification is determined based on probe alignment profiles across the full genomic dataset.