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Bifrost: highly parallel construction and indexing of colored and compacted de Bruijn graphs
Genome Biology ( IF 10.1 ) Pub Date : 2020-09-17 , DOI: 10.1186/s13059-020-02135-8
Guillaume Holley 1 , Páll Melsted 1
Affiliation  

Memory consumption of de Bruijn graphs is often prohibitive. Most de Bruijn graph-based assemblers reduce the complexity by compacting paths into single vertices, but this is challenging as it requires the uncompacted de Bruijn graph to be available in memory. We present a parallel and memory-efficient algorithm enabling the direct construction of the compacted de Bruijn graph without producing the intermediate uncompacted graph. Bifrost features a broad range of functions, such as indexing, editing, and querying the graph, and includes a graph coloring method that maps each k -mer of the graph to the genomes it occurs in. Availability https://github.com/pmelsted/bifrost

中文翻译:


Bifrost:彩色和压缩 de Bruijn 图的高度并行构建和索引



de Bruijn 图的内存消耗通常令人望而却步。大多数基于 de Bruijn 图的汇编器通过将路径压缩为单个顶点来降低复杂性,但这具有挑战性,因为它需要内存中提供未压缩的 de Bruijn 图。我们提出了一种并行且内存高效的算法,可以直接构造压缩的 de Bruijn 图,而无需生成中间的未压缩图。 Bifrost 具有广泛的功能,例如索引、编辑和查询图表,并包括一种图表着色方法,可将图表的每个 k 聚体映射到其所在的基因组。可用性 https://github.com/珀梅尔斯特德/比弗罗斯特
更新日期:2020-09-17
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