CONSTAX2
CONSTAX2 performs consensus-based taxonomic classification of fungal Internal Transcribed Spacer (ITS) regions and prokaryotic rDNA amplicons to produce accurate and reproducible taxonomic annotations.
Key Features:
- Consensus-based integration: Integrates RDP (Ribosomal Database Project), SINTAX, and UTAX classifiers to generate consensus taxonomic assignments.
- BLAST-based classification: Incorporates BLAST-based classifiers to improve classification of prokaryotic sequences.
- Target marker support: Supports classification of fungal ITS regions and prokaryotic rDNA amplicons.
- Multithreading: Supports multithreaded processing to accelerate analysis of large amplicon datasets.
- External database support: Accepts external taxonomic databases to extend or customize reference taxonomy.
- Isolate matching: Provides isolate matching features for comparing sequences to isolate records.
- High-level taxonomy tools: Includes high-level taxonomy tools for broader taxonomic analyses.
- Improved metrics and training: Implements improved classification metrics and faster classifier training times.
Scientific Applications:
- Fungal ITS classification: Taxonomic assignment of fungal ITS amplicons from environmental DNA samples.
- Prokaryotic taxonomy: Classification of prokaryotic rDNA amplicons using consensus and BLAST-based approaches.
- Environmental microbiome surveys: Generating reproducible taxonomic profiles for environmental microbiome and biodiversity studies.
- Isolate identification: Matching environmental sequences to isolate records for isolate-based analyses.
Methodology:
CONSTAX2 generates consensus taxonomic annotations by integrating RDP (Ribosomal Database Project), SINTAX, and UTAX classifiers, optionally incorporating BLAST-based classification for prokaryotic sequences; it supports multithreaded processing, accepts external taxonomic databases, and includes isolate matching and high-level taxonomy tools, with improved classification metrics and faster training routines.
Topics
Details
- License:
- MIT
- Tool Type:
- command-line tool
- Programming Languages:
- Python, Shell
- Added:
- 3/19/2021
- Last Updated:
- 4/26/2021
Operations
Publications
Liber J, Bonito G, Benucci GMN. CONSTAX2: Improved taxonomic classification of environmental DNA markers. Unknown Journal. 2021. doi:10.1101/2021.02.15.430803.