NGSEP
NGSEP performs genomic variant detection, genotyping, and downstream analysis from high-throughput sequencing data to support genetic-based diagnostics and genomic selection.
Key Features:
- Accurate Variant Calling: Identifies genomic variants across diverse species and sequencing protocols with high fidelity for medical diagnostics and agricultural applications.
- Efficient Realignment Algorithms: Implements advanced realignment and haplotype clustering algorithms for reads spanning indels and short tandem repeats (STRs) to reduce alignment-related inaccuracies.
- Benchmarked Performance: Benchmarking on real data from three sequencing protocols and four species with varying repetitive element distributions demonstrated improved accuracy and efficiency compared to existing software.
Scientific Applications:
- Medical Diagnostics: Precise variant calling enables identification of genetic disorders and predispositions.
- Agricultural Genomics: Reliable detection of beneficial variants supports genomic selection in plant and animal breeding for crop and livestock improvement.
Methodology:
Computational methods include read realignment and haplotype clustering to address sequencing errors and inaccuracies associated with repetitive elements such as STRs.
Topics
Details
- License:
- GPL-3.0
- Maturity:
- Mature
- Cost:
- Free of charge
- Tool Type:
- command-line tool, desktop application
- Operating Systems:
- Linux, Windows, Mac
- Programming Languages:
- Java
- Added:
- 8/9/2019
- Last Updated:
- 11/24/2024
Operations
Data Inputs & Outputs
Genotyping
Outputs
Publications
Tello D, Gil J, Loaiza CD, Riascos JJ, Cardozo N, Duitama J. NGSEP3: accurate variant calling across species and sequencing protocols. Bioinformatics. 2019;35(22):4716-4723. doi:10.1093/bioinformatics/btz275. PMID:31099384. PMCID:PMC6853766.