PCAP: A whole-genome assembly program

被引:187
作者
Huang, XQ [1 ]
Wang, JM
Aluru, S
Yang, SP
Hillier, L
机构
[1] Iowa State Univ, Dept Comp Sci, Ames, IA 50011 USA
[2] Iowa State Univ, Dept Elect & Comp Engn, Ames, IA 50011 USA
[3] Washington Univ, Sch Med, Genome Sequencing Ctr, St Louis, MO 63108 USA
关键词
D O I
10.1101/gr.1390403
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
We describe a whole-genome assembly program named PCAP for processing tens of millions of reads. The PCAP program has several features to address efficiency and accuracy issues in assembly. Multiple processors are used to perform most time-consuming computations in assembly. A more sensitive method is used to avoid missing overlaps caused by sequencing errors. Repetitive regions of reads are detected oil the basis of many overlaps with other reads, instead of many shorter word matches with other reads. Contaminated end regions of reads are identified and removed. Generation of a consensus sequence for a contig is based on an alignment of reads in the contig, in which both base quality values and coverage information are used to determine every consensus base. The PCAP program was tested on a mouse whole-genome data set of 30 million reads and a human Chromosome 20 data set of 1.7 million reads. The program is freely available for academic use.
引用
收藏
页码:2164 / 2170
页数:7
相关论文
共 23 条
  • [1] Gapped BLAST and PSI-BLAST: a new generation of protein database search programs
    Altschul, SF
    Madden, TL
    Schaffer, AA
    Zhang, JH
    Zhang, Z
    Miller, W
    Lipman, DJ
    [J]. NUCLEIC ACIDS RESEARCH, 1997, 25 (17) : 3389 - 3402
  • [2] Whole-genome shotgun assembly and analysis of the genome of Fugu rubripes
    Aparicio, S
    Chapman, J
    Stupka, E
    Putnam, N
    Chia, J
    Dehal, P
    Christoffels, A
    Rash, S
    Hoon, S
    Smit, A
    Gelpke, MDS
    Roach, J
    Oh, T
    Ho, IY
    Wong, M
    Detter, C
    Verhoef, F
    Predki, P
    Tay, A
    Lucas, S
    Richardson, P
    Smith, SF
    Clark, MS
    Edwards, YJK
    Doggett, N
    Zharkikh, A
    Tavtigian, SV
    Pruss, D
    Barnstead, M
    Evans, C
    Baden, H
    Powell, J
    Glusman, G
    Rowen, L
    Hood, L
    Tan, YH
    Elgar, G
    Hawkins, T
    Venkatesh, B
    Rokhsar, D
    Brenner, S
    [J]. SCIENCE, 2002, 297 (5585) : 1301 - 1310
  • [3] Batzoglou S, 2002, GENOME RES, V12, P177, DOI 10.1101/gr.208902
  • [4] Bentley J., 1986, PROGRAMMING PEARLS, VSecond
  • [5] CHAO KM, 1992, COMPUT APPL BIOSCI, V8, P481
  • [6] A case study in genome-level fragment assembly
    Chen, T
    Skiena, SS
    [J]. BIOINFORMATICS, 2000, 16 (06) : 494 - 500
  • [7] HUANG X, 2002, CURRENT TOPICS COMPU, P45
  • [8] CAP3: A DNA sequence assembly program
    Huang, XQ
    Madan, A
    [J]. GENOME RESEARCH, 1999, 9 (09) : 868 - 877
  • [9] An improved sequence assembly program
    Huang, XQ
    [J]. GENOMICS, 1996, 33 (01) : 21 - 31
  • [10] A CONTIG ASSEMBLY PROGRAM BASED ON SENSITIVE DETECTION OF FRAGMENT OVERLAPS
    HUANG, XQ
    [J]. GENOMICS, 1992, 14 (01) : 18 - 25