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1.
J Biotechnol ; 157(1): 1-6, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21763364

ABSTRACT

Complementary to the time- and cost-intensive direct bisulfite sequencing, we applied reduced representation bisulfite sequencing (RRBS) to the human peripheral blood mononuclear cells (PBMC) from YH, the Asian individual whose genome and epigenome has been deciphered in the YH project and systematically assessed the genomic coverage, coverage depth and reproducibility of this technology as well as the concordance of DNA methylation levels measured by RRBS and direct bisulfite sequencing for the detected CpG sites. Our result suggests that RRBS can cover more than half of CpG islands and promoter regions with a good coverage depth and the proportion of the CpG sites covered by the biological replicates reaches 80-90%, indicating good reproducibility. Given a smaller data quantity, RRBS enjoys much better coverage depth than direct bisulfite sequencing and the concordance of DNA methylation levels between the two methods is high. It can be concluded that RRBS is a time and cost-effective sequencing method for unbiased DNA methylation profiling of CpG islands and promoter regions in a genome-wide scale and it is the method of choice to assay certain genomic regions for multiple samples in a rapid way.


Subject(s)
DNA/blood , DNA/chemistry , Epigenomics/methods , Genome, Human , Sequence Analysis, DNA/methods , Computer Simulation , CpG Islands , DNA Methylation , Humans , Leukocytes, Mononuclear/chemistry , Reproducibility of Results , Sulfites/chemistry
2.
Nat Biotechnol ; 29(8): 723-30, 2011 Jul 24.
Article in English | MEDLINE | ID: mdl-21785424

ABSTRACT

Here we use whole-genome de novo assembly of second-generation sequencing reads to map structural variation (SV) in an Asian genome and an African genome. Our approach identifies small- and intermediate-size homozygous variants (1-50 kb) including insertions, deletions, inversions and their precise breakpoints, and in contrast to other methods, can resolve complex rearrangements. In total, we identified 277,243 SVs ranging in length from 1-23 kb. Validation using computational and experimental methods suggests that we achieve overall <6% false-positive rate and <10% false-negative rate in genomic regions that can be assembled, which outperforms other methods. Analysis of the SVs in the genomes of 106 individuals sequenced as part of the 1000 Genomes Project suggests that SVs account for a greater fraction of the diversity between individuals than do single-nucleotide polymorphisms (SNPs). These findings demonstrate that whole-genome de novo assembly is a feasible approach to deriving more comprehensive maps of genetic variation.


Subject(s)
Genome, Human , Genomics/methods , Sequence Analysis, DNA/methods , Asian People/genetics , Base Sequence , Black People/genetics , Chromosome Mapping , Genetic Variation , Humans , Molecular Sequence Data , Reproducibility of Results
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