A Tale of Optimizing the Space Taken by de Bruijn Graphs

被引:1
|
作者
Chikhi, Rayan [1 ]
机构
[1] Inst Pasteur, CNRS, Paris, France
来源
CONNECTING WITH COMPUTABILITY | 2021年 / 12813卷
关键词
Bioinformatics; Data structures; de Bruijn graphs;
D O I
10.1007/978-3-030-80049-9_11
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In the last decade in bioinformatics, many computational works have studied a graph data structure used to represent genomic data, the de Bruijn graph. It is closely tied to the problem of genome assembly, i.e. the reconstruction of an organism's chromosomes using a large collection of overlapping short fragments. We start by highlighting this connection, noting that assembling genomes is a computationnally intensive task, and then focus our attention on the reduction of the space taken by de Bruijn graph data structures. This extended abstract is a retrospective centered around my own previous work in this area. It complements a recent review [10] by providing a less technical and more introductory exposition of a selection of concepts.
引用
收藏
页码:120 / 134
页数:15
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