Abstract
Massively parallel DNA sequencing technologies have greatly increased our ability to generate large amounts of sequencing data at a rapid pace. Several methods have been developed to enrich for genomic regions of interest for targeted sequencing. We have compared three of these methods: Molecular Inversion Probes (MIP), Solution Hybrid Selection (SHS), and Microarray-based Genomic Selection (MGS). Using HapMap DNA samples, we compared each of these methods with respect to their ability to capture an identical set of exons and evolutionarily conserved regions associated with 528 genes (2.61 Mb). For sequence analysis, we developed and used a novel Bayesian genotype-assigning algorithm, Most Probable Genotype (MPG). All three capture methods were effective, but sensitivities (percentage of targeted bases associated with high-quality genotypes) varied for an equivalent amount of pass-filtered sequence: for example, 70% (MIP), 84% (SHS), and 91% (MGS) for 400 Mb. In contrast, all methods yielded similar accuracies of >99.84% when compared to Infinium 1M SNP BeadChip-derived genotypes and >99.998% when compared to 30-fold coverage whole-genome shotgun sequencing data. We also observed a low false-positive rate with all three methods; of the heterozygous positions identified by each of the capture methods, >99.57% agreed with 1M SNP BeadChip, and >98.840% agreed with the whole-genome shotgun data. In addition, we successfully piloted the genomic enrichment of a set of 12 pooled samples via the MGS method using molecular bar codes. We find that these three genomic enrichment methods are highly accurate and practical, with sensitivities comparable to that of 30-fold coverage whole-genome shotgun data.
MeSH Terms
Algorithms
Bayes Theorem
DNA/genetics
DNA Probes/genetics
Diabetes Mellitus, Type 2/genetics
Exons
Genome, Human
Genotype
Humans
Oligonucleotide Array Sequence Analysis/methods
Reproducibility of Results
Sensitivity and Specificity
Sequence Analysis, DNA/methods
Authors & Affiliations
14 authors, click to expand affiliations / ORCID
Teer Jamie K
National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland 20892, USA.
Bonnycastle Lori L
Chines Peter S
Hansen Nancy F
Aoyama Natsuyo
Swift Amy J
Abaan Hatice Ozel
Albert Thomas J
NISC Comparative Sequencing Program
Margulies Elliott H
Green Eric D
Collins Francis S
Mullikin James C
Biesecker Leslie G
References (24)
24 references, click to expand
-
Filter-based hybridization capture of subgenomes enables resequencing and copy-number detection.
Nat Methods. 2009 Jul;6(7):507-10
PMID: 19543287
-
Massively parallel exon capture and library-free resequencing across 16 genomes.
Nat Methods. 2009 May;6(5):315-6
PMID: 19349981
-
Fixing the front end.
Nat Biotechnol. 2008 Oct;26(10):1101-4
PMID: 18846081
-
The ClinSeq Project: piloting large-scale genome sequencing for research in genomic medicine.
Genome Res. 2009 Sep;19(9):1665-74
PMID: 19602640
-
Genome sequencing in microfabricated high-density picolitre reactors.
Nature. 2005 Sep 15;437(7057):376-80
PMID: 16056220
-
Segmental duplications: organization and impact within the current human genome project assembly.
Genome Res. 2001 Jun;11(6):1005-17
PMID: 11381028
-
Microdroplet-based PCR enrichment for large-scale targeted sequencing.
Nat Biotechnol. 2009 Nov;27(11):1025-31
PMID: 19881494
-
Target-enrichment strategies for next-generation sequencing.
Nat Methods. 2010 Feb;7(2):111-8
PMID: 20111037
-
Accurate multiplex polony sequencing of an evolved bacterial genome.
Science. 2005 Sep 9;309(5741):1728-32
PMID: 16081699
-
Hybrid selection of discrete genomic intervals on custom-designed microarrays for massively parallel sequencing.
Nat Protoc. 2009;4(6):960-74
PMID: 19478811
-
Multiplex amplification of large sets of human exons.
Nat Methods. 2007 Nov;4(11):931-6
PMID: 17934468
-
Methods for genomic partitioning.
Annu Rev Genomics Hum Genet. 2009;10:263-84
PMID: 19630561
-
Targeted next-generation sequencing by specific capture of multiple genomic loci using low-volume microfluidic DNA arrays.
Anal Bioanal Chem. 2009 Jan;393(1):171-5
PMID: 18958448
-
Microarray-based multicycle-enrichment of genomic subsets for targeted next-generation sequencing.
Genome Res. 2009 Sep;19(9):1616-21
PMID: 19638418
-
Genome-wide in situ exon capture for selective resequencing.
Nat Genet. 2007 Dec;39(12):1522-7
PMID: 17982454
-
Direct selection of human genomic loci by microarray hybridization.
Nat Methods. 2007 Nov;4(11):903-5
PMID: 17934467
-
Microarray-based genomic selection for high-throughput resequencing.
Nat Methods. 2007 Nov;4(11):907-9
PMID: 17934469
-
Enabling technologies of genomic-scale sequence enrichment for targeted high-throughput sequencing.
Genomics. 2009 Dec;94(6):363-8
PMID: 19720138
-
A comprehensive assay for targeted multiplex amplification of human DNA sequences.
Proc Natl Acad Sci U S A. 2008 Jul 8;105(27):9296-301
PMID: 18599465
-
Identification of genetic variants using bar-coded multiplexed sequencing.
Nat Methods. 2008 Oct;5(10):887-93
PMID: 18794863
-
Multiplex padlock targeted sequencing reveals human hypermutable CpG variations.
Genome Res. 2009 Sep;19(9):1606-15
PMID: 19525355
-
Solution hybrid selection with ultra-long oligonucleotides for massively parallel targeted sequencing.
Nat Biotechnol. 2009 Feb;27(2):182-9
PMID: 19182786
-
Accurate whole human genome sequencing using reversible terminator chemistry.
Nature. 2008 Nov 6;456(7218):53-9
PMID: 18987734
-
Mapping genes for NIDDM. Design of the Finland-United States Investigation of NIDDM Genetics (FUSION) Study.
Diabetes Care. 1998 Jun;21(6):949-58
PMID: 9614613