16S-ITGDB
16S-ITGDB integrates and curates 16S ribosomal RNA (rRNA) sequence data from RDP, SILVA, and Greengenes to improve species-level taxonomic classification of microbial sequences.
Key Features:
- Integrated 16S rRNA Database: Combines sequence and taxonomic information from RDP, SILVA, and Greengenes into a unified reference database.
- Manual Sequence Curation: Removes sequences lacking species-level annotations to improve classification accuracy.
- Species-Level Taxonomic Resolution: Enhances taxonomic classification accuracy for full-length 16S rRNA sequence analysis, including data generated by third-generation sequencing technologies.
- Mock Community Validation: Demonstrates improved species-level taxonomic assignment accuracy through validation using mock microbial communities.
Scientific Applications:
- Microbial Ecology: Enables characterization of prokaryotic community composition in environmental samples.
- Clinical Microbiology: Supports species-level identification of pathogenic bacteria in clinical microbial analyses.
- Biotechnology Research: Facilitates discovery and characterization of bacterial taxa with potential industrial applications.
Methodology:
The database integrates taxonomies and sequence data from RDP, SILVA, and Greengenes and removes sequences lacking species-level names to produce a curated reference set for taxonomic classification.
Topics
Details
- License:
- CC-BY-NC-SA-4.0
- Tool Type:
- web application
- Programming Languages:
- Python
- Added:
- 12/19/2022
- Last Updated:
- 11/24/2024
Operations
Data Inputs & Outputs
Sequence assembly
Outputs
Publications
Hsieh Y, Hung Y, Tsai M, Lai L, Chuang EY. 16S-ITGDB: An Integrated Database for Improving Species Classification of Prokaryotic 16S Ribosomal RNA Sequences. Frontiers in Bioinformatics. 2022;2. doi:10.3389/fbinf.2022.905489. PMID:36304264. PMCID:PMC9580931.
PMID: 36304264
PMCID: PMC9580931
Funding: - Ministry of Science and Technology, Taiwan: MOST-110-2634-F-002-044
- National Taiwan University Hospital: 110-2321-B-002-015 108-2321-B-002-031- 107-2321-B-002-018
- National Taiwan University: GTZ300
Links
Repository
https://github.com/yphsieh/16S-ITGDB