論文

査読有り
2015年

A Memory Efficient Short Read De Novo Assembly Algorithm

Information and Media Technologies
  • Endo, Yuki
  • ,
  • Toyama, Fubito
  • ,
  • Chiba, Chikafumi
  • ,
  • Mori, Hiroshi
  • ,
  • Shoji, Kenji

10
1
開始ページ
175
終了ページ
181
記述言語
日本語
掲載種別
研究論文(学術雑誌)
DOI
10.11185/imt.10.175
出版者・発行元
Information and Media Technologies Editorial Board

Sequencing the whole genome of various species has many applications, not only in understanding biological systems, but also in medicine, pharmacy, and agriculture. In recent years, the emergence of high-throughput next generation sequencing technologies has dramatically reduced the time and costs for whole genome sequencing. These new technologies provide ultrahigh throughput with a lower per-unit data cost. However, the data are generated from very short fragments of DNA. Thus, it is very important to develop algorithms for merging these fragments. One method of merging these fragments without using a reference dataset is called de novo assembly. Many algorithms for de novo assembly have been proposed in recent years. Velvet and SOAPdenovo2 are well-known assembly algorithms, which have good performance in terms of memory and time consumption. However, memory consumption increases dramatically when the size of input fragments is larger. Therefore, it is necessary to develop an alternative algorithm with low memory usage. In this paper, we propose an algorithm for de novo assembly with lower memory. In our experiments using E.coli K-12 strain MG 1655 and human chromosome 14, the m

リンク情報
DOI
https://doi.org/10.11185/imt.10.175
CiNii Articles
http://ci.nii.ac.jp/naid/130004946339
URL
https://jlc.jst.go.jp/DN/JLC/20007337497?from=CiNii
ID情報
  • DOI : 10.11185/imt.10.175
  • ISSN : 1881-0896
  • CiNii Articles ID : 130004946339

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