Smalt
Smalt aligns DNA sequencing reads to reference genomes for next-generation sequencing (NGS) analyses and processes reads from various sequencing platforms, though it does not support SOLiD reads.
Key Features:
- Alignment Efficiency: Ranks second only to BWA for alignment speed in a benchmark of five microbial genomes, indicating competitive throughput for large datasets.
- Read Sensitivity and Pairing: Exhibits high sensitivity when mapping reads longer than 100 bp and maintains a high percentage of properly paired reads.
- Benchmark Evaluation: Was compared with BWA, Bowtie2, NovoAlign, and Stampy for sensitivity, mapping time, and handling of tandem repeats that can lead to incorrect mappings.
- Application in HTS: Performs mapping of reads onto reference sequences within high-throughput sequencing (HTS) workflows to support downstream genomic analyses.
Scientific Applications:
- Genomic Research: Provides read alignments required for downstream analyses such as variant detection and genome assembly.
- Medical Diagnostics: Supports identification of genetic mutations through accurate mapping of sequencing reads to aid diagnosis and personalized treatment strategies.
Methodology:
Performs alignment of DNA sequencing reads to reference genomes, reporting mapping coordinates and proper pairing, with optimization for reads >100 bp; it does not support SOLiD reads.
Topics
Collections
Details
- License:
- GPL-3.0
- Tool Type:
- command-line tool
- Operating Systems:
- Linux, Mac
- Programming Languages:
- C
- Added:
- 8/20/2017
- Last Updated:
- 9/4/2019
Operations
Data Inputs & Outputs
Sequence alignment
Publications
Thankaswamy-Kosalai S, Sen P, Nookaew I. Evaluation and assessment of read-mapping by multiple next-generation sequencing aligners based on genome-wide characteristics. Genomics. 2017;109(3-4):186-191. doi:10.1016/j.ygeno.2017.03.001. PMID:28286147.
Caboche S, Audebert C, Lemoine Y, Hot D. Comparison of mapping algorithms used in high-throughput sequencing: application to Ion Torrent data. BMC Genomics. 2014;15(1):264. doi:10.1186/1471-2164-15-264. PMID:24708189. PMCID:PMC4051166.