An Eulerian path approach to DNA fragment assembly

被引:761
作者
Pevzner, PA
Tang, HX
Waterman, MS [1 ]
机构
[1] Univ So Calif, Dept Math, Los Angeles, CA 90089 USA
[2] Univ So Calif, Dept Biol Sci, Los Angeles, CA 90089 USA
[3] Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USA
关键词
D O I
10.1073/pnas.171285098
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
For the last 20 years, fragment assembly in DNA sequencing followed the "overlap-layout-consensus" paradigm that is used in all currently available assembly tools. Although this approach proved useful in assembling clones, it faces difficulties in genomic shotgun assembly. We abandon the classical "overlap-layout-consensus" approach in favor of a new EULER algorithm that, for the first time, resolves the 20-year-old "repeat problem" in fragment assembly. Our main result is the reduction of the fragment assembly to a variation of the classical Eulerian path problem that allows one to generate accurate solutions of large-scale sequencing problems. EULER, in contrast to the CELERA assembler, does not mask such repeats but uses them instead as a powerful fragment assembly tool.
引用
收藏
页码:9748 / 9753
页数:6
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