QAP
QAP analyzes viral quasispecies sequencing data to identify, quantify, and characterize virus community composition from next-generation sequencing (NGS) and third-generation sequencing (TGS) datasets for studies of population structure relevant to pathogenesis and therapeutic responses.
Key Features:
- Virus OTU Definition: Defines virus Operational Taxonomic Units (OTUs) to enable quantitative ecological analysis of viral strains within communities.
- Comprehensive Analysis Capabilities: Performs analyses of viral quasispecies to link genetic variation with biological phenotypes observed in clinical settings.
- Support for NGS and TGS: Processes both next-generation sequencing (NGS) and third-generation sequencing (TGS) datasets to provide broad coverage and resolution of genetic diversity.
- Strain Identification and Quantification: Identifies and quantifies viral strains within communities from large-scale sequencing data.
- Visualization Tools: Produces visualizations for interpreting complex viral community datasets.
Scientific Applications:
- Quasispecies Characterization: Characterizes viral quasispecies diversity and population structure.
- Clinical Phenotype Association: Links viral population diversity to biological phenotypes and can inform treatment strategies and predict therapeutic outcomes.
- Evaluation on Key Viruses: Has been evaluated using sequencing data from hepatitis B virus (HBV), hepatitis C virus (HCV), influenza virus, and human immunodeficiency virus (HIV).
Methodology:
Processes large-scale sequencing data to identify and quantify viral strains using NGS and TGS and integrates virus OTU definitions into the analysis pipeline for ecological assessments.
Topics
Details
- License:
- GPL-3.0
- Programming Languages:
- Python, Perl, C, C++
- Added:
- 1/18/2021
- Last Updated:
- 1/31/2021
Operations
Publications
Wang M, Li J, Zhang X, Han Y, Yu D, Zhang D, Yuan Z, Yang Z, Huang J, Zhang X. An integrated software for virus community sequencing data analysis. BMC Genomics. 2020;21(1). doi:10.1186/s12864-020-6744-4. PMID:32414327. PMCID:PMC7227348.
Downloads
- Container filehttps://hub.docker.com/r/mingjiewang/qap/