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Haplotype-resolved de novo assembly using phased assembly graphs with hifiasm.
Haoyu Cheng1,2, Gregory T Concepcion3, Xiaowen Feng1,2
1Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA.
Nature Methods
|February 2, 2021
Summary
Haplotype-resolved de novo assembly is crucial for studying genome variations. The new hifiasm assembler accurately phases all haplotypes using long, high-fidelity reads, improving genome assembly quality.
Area of Science:
- Genomics
- Bioinformatics
- Computational Biology
Background:
- Haplotype-resolved de novo assembly is essential for comprehensive genome variation analysis.
- Current assemblers struggle with accurately separating heterozygous alleles, leading to incomplete phased assemblies.
Purpose of the Study:
- To develop a novel de novo assembler, hifiasm, capable of high-quality haplotype-resolved genome assembly.
- To leverage long, high-fidelity reads for faithful representation of haplotype information in assembly graphs.
Main Methods:
- Developed hifiasm, a de novo assembler designed to preserve contiguity of all haplotypes.
- Implemented a graph trio binning algorithm that improves upon standard trio binning methods.
- Utilized long, high-fidelity sequencing reads for assembly.
Main Results:
- Hifiasm successfully represents haplotype information within a phased assembly graph.
- The graph trio binning algorithm significantly enhances trio binning capabilities.
- Evaluated on diverse datasets, including a hexaploid redwood genome, hifiasm produced superior assemblies compared to existing tools.
- Hifiasm consistently outperformed other methods in haplotype-resolved assembly.
Conclusions:
- Hifiasm offers a significant advancement in de novo genome assembly, particularly for haplotype resolution.
- The assembler's ability to preserve all haplotype contiguities enables more accurate and complete phased genome assemblies.
- Hifiasm is a powerful tool for genomic research requiring high-quality, haplotype-resolved assemblies.
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