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Whole Genome Sequencing (WGS)
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WGS sequencing: fragments
  • We start with millions of pairs of reads, 100 - 1000 bases each
  • Multiple copies of DNA provide multiple coverage by reads
  • The problem of genome assembly is to recover the original sequence of bases of the genome (as much as possible…).
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Assembling a jigsaw puzzle 1
  • The task of the assembly becomes the task of assembling a giant jigsaw puzzle
  • We look for reads whose sequences suggest that they came from the same place in the genome:

    AGTGATTAGATGATAGTAGA
            |||||||||
            GATGATAGTAGAGGATAGATTTA
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Assembling a jigsaw puzzle 2
  • Then we put “overlapping” reads together


  • AGTGATTAGATGATAGTAGA
  •        AGATGATAGTAGAGATAGATAGACC
  •                      ATAGATAGACCACTCATCATAC


  • AGTGATTAGATGATAGTAGAGATAGATAGACCACTCATCATAC
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Assembling a jigsaw puzzle 3
  • We use read pairing information to order and orient contigs to produce scaffolds – the final product of assembly
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Difficulties in NGS assembly
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Repeat regions may cause omissions
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Erroneous duplications
  • Two recent published assemblies of the cow genome: UMD2 and BosTau4
  • Segmental duplications were a central theme in BosTau4 genome paper
  • UMD2 assembly had many fewer duplications


  • We examined the duplications, > 99.5% identity, >5000bp, one copy in the UMD2 assembly and two copies in the BosTau4
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Next Gen vs. Sanger Sequencing
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