Accuracy and quality of massively parallel DNA pyrosequencing

被引:939
作者
Huse, Susan M. [1 ]
Huber, Julie A. [1 ]
Morrison, Hilary G. [1 ]
Sogin, Mitchell L. [1 ]
Mark Welch, David [1 ]
机构
[1] Josephine Bay Paul Ctr, Marine Biol Lab, Woods Hole, MA 02543 USA
关键词
D O I
10.1186/gb-2007-8-7-r143
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Massively parallel pyrosequencing systems have increased the efficiency of DNA sequencing, although the published per-base accuracy of a Roche GS20 is only 96%. In genome projects, highly redundant consensus assemblies can compensate for sequencing errors. In contrast, studies of microbial diversity that catalogue differences between PCR amplicons of ribosomal RNA genes ( rDNA) or other conserved gene families cannot take advantage of consensus assemblies to detect and minimize incorrect base calls. Results: We performed an empirical study of the per-base error rate for the Roche GS20 system using sequences of the V6 hypervariable region from cloned microbial ribosomal DNA ( tag sequencing). We calculated a 99.5% accuracy rate in unassembled sequences, and identified several factors that can be used to remove a small percentage of low-quality reads, improving the accuracy to 99.75% or better. Conclusion: By using objective criteria to eliminate low quality data, the quality of individual GS20 sequence reads in molecular ecological applications can surpass the accuracy of traditional capillary methods.
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页数:9
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