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Multi-CSAR: a multiple reference-based contig scaffolder using algebraic rearrangements
Kun-Tze Chen1, Hsin-Ting Shen1, Chin Lung Lu2
1Department of Computer Science, National Tsing Hua University, Hsinchu, 30013, Taiwan.
Scaffolding genomes using multiple references improves accuracy. Multi-CSAR, a new tool, accurately orders and orients draft genome contigs using multiple genomes, outperforming existing methods.
Area of Science:
- Genomics
- Bioinformatics
- Computational Biology
Background:
- Genome assembly from short reads involves scaffolding to order and orient contigs.
- Existing scaffolding tools rely on single reference genomes, which can be insufficient for distant or rearranged genomes.
- There is a need for scaffolding tools that leverage multiple reference genomes.
Purpose of the Study:
- To develop a novel scaffolding tool, Multi-CSAR, that utilizes multiple reference genomes.
- To improve the accuracy and efficiency of genome scaffolding.
Main Methods:
- A heuristic method was employed to develop the Multi-CSAR scaffolder.
- Multi-CSAR uses multiple, potentially incomplete, reference genomes to scaffold a target draft genome.
Main Results:
- Multi-CSAR demonstrated superior performance compared to Ragout and MeDuSa on real datasets.
- Improvements were observed in sensitivity, precision, F-score, genome coverage, NGA50, scaffold number, and running time.
- The tool effectively scaffolds draft genomes using multiple reference genomes, even if incomplete.
Conclusions:
- Multi-CSAR is an efficient multiple reference-based scaffolder for producing accurate genome scaffolds.
- The tool can utilize multiple complete and/or incomplete genomes of related organisms.
- Multi-CSAR is available as a stand-alone program for download.
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