Home LiteratureArticle Details
PMID: 20519329 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Review

Challenges of sequencing human genomes.

Briefings in bioinformatics ·Vol. 11 ·No. 5 ·2010-09-00 ·Pages 484-98

Koboldt DC, Ding L, Mardis ER, Wilson RK

Abstract

Massively parallel sequencing technologies continue to alter the study of human genetics. As the cost of sequencing declines, next-generation sequencing (NGS) instruments and datasets will become increasingly accessible to the wider research community. Investigators are understandably eager to harness the power of these new technologies. Sequencing human genomes on these platforms, however, presents numerous production and bioinformatics challenges. Production issues like sample contamination, library chimaeras and variable run quality have become increasingly problematic in the transition from technology development lab to production floor. Analysis of NGS data, too, remains challenging, particularly given the short-read lengths (35-250 bp) and sheer volume of data. The development of streamlined, highly automated pipelines for data analysis is critical for transition from technology adoption to accelerated research and publication. This review aims to describe the state of current NGS technologies, as well as the strategies that enable NGS users to characterize the full spectrum of DNA sequence variation in humans.

MeSH Terms
Base Sequence Genetic Variation Genome, Human Humans Neoplasms/genetics Sequence Analysis, DNA/instrumentation,methods Software
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Koboldt Daniel C
The Genome Center at Washington University, St. Louis, Missouri 63108, USA. [email protected]
Ding Li
Mardis Elaine R
Wilson Richard K
References (69)
69 references, click to expand
  1. SSAHA: a fast search method for large DNA databases.
    Genome Res. 2001 Oct;11(10):1725-9 PMID: 11591649
  2. dbSNP: the NCBI database of genetic variation.
    Nucleic Acids Res. 2001 Jan 1;29(1):308-11 PMID: 11125122
  3. SOAP2: an improved ultrafast tool for short read alignment.
    Bioinformatics. 2009 Aug 1;25(15):1966-7 PMID: 19497933
  4. Whole-genome sequencing in a patient with Charcot-Marie-Tooth neuropathy.
    N Engl J Med. 2010 Apr 1;362(13):1181-91 PMID: 20220177
  5. Genome remodelling in a basal-like breast cancer metastasis and xenograft.
    Nature. 2010 Apr 15;464(7291):999-1005 PMID: 20393555
  6. Sensitive and accurate detection of copy number variants using read depth of coverage.
    Genome Res. 2009 Sep;19(9):1586-92 PMID: 19657104
  7. Velvet: algorithms for de novo short read assembly using de Bruijn graphs.
    Genome Res. 2008 May;18(5):821-9 PMID: 18349386
  8. Accurate whole human genome sequencing using reversible terminator chemistry.
    Nature. 2008 Nov 6;456(7218):53-9 PMID: 18987734
  9. Mutational evolution in a lobular breast tumour profiled at single nucleotide resolution.
    Nature. 2009 Oct 8;461(7265):809-13 PMID: 19812674
  10. Fast and accurate short read alignment with Burrows-Wheeler transform.
    Bioinformatics. 2009 Jul 15;25(14):1754-60 PMID: 19451168
  11. U87MG decoded: the genomic sequence of a cytogenetically aberrant human cancer cell line.
    PLoS Genet. 2010 Jan 29;6(1):e1000832 PMID: 20126413
  12. Searching for SNPs with cloud computing.
    Genome Biol. 2009;10(11):R134 PMID: 19930550
  13. Methods for genomic partitioning.
    Annu Rev Genomics Hum Genet. 2009;10:263-84 PMID: 19630561
  14. Sequence and structural variation in a human genome uncovered by short-read, massively parallel ligation sequencing using two-base encoding.
    Genome Res. 2009 Sep;19(9):1527-41 PMID: 19546169
  15. Direct genomic selection.
    Nat Methods. 2005 Jan;2(1):63-9 PMID: 16152676
  16. BreakDancer: an algorithm for high-resolution mapping of genomic structural variation.
    Nat Methods. 2009 Sep;6(9):677-81 PMID: 19668202
  17. Artificial and natural duplicates in pyrosequencing reads of metagenomic data.
    BMC Bioinformatics. 2010 Apr 13;11:187 PMID: 20388221
  18. Identification of somatically acquired rearrangements in cancer using genome-wide massively parallel paired-end sequencing.
    Nat Genet. 2008 Jun;40(6):722-9 PMID: 18438408
  19. The complete genome of an individual by massively parallel DNA sequencing.
    Nature. 2008 Apr 17;452(7189):872-6 PMID: 18421352
  20. Genome-wide in situ exon capture for selective resequencing.
    Nat Genet. 2007 Dec;39(12):1522-7 PMID: 17982454
  21. Direct selection of human genomic loci by microarray hybridization.
    Nat Methods. 2007 Nov;4(11):903-5 PMID: 17934467
  22. Targeted capture and massively parallel sequencing of 12 human exomes.
    Nature. 2009 Sep 10;461(7261):272-6 PMID: 19684571
  23. Ultrafast and memory-efficient alignment of short DNA sequences to the human genome.
    Genome Biol. 2009;10(3):R25 PMID: 19261174
  24. The impact of next-generation sequencing technology on genetics.
    Trends Genet. 2008 Mar;24(3):133-41 PMID: 18262675
  25. Microarray-based genomic selection for high-throughput resequencing.
    Nat Methods. 2007 Nov;4(11):907-9 PMID: 17934469
  26. Combinatorial algorithms for structural variation detection in high-throughput sequenced genomes.
    Genome Res. 2009 Jul;19(7):1270-8 PMID: 19447966
  27. Argonaute HITS-CLIP decodes microRNA-mRNA interaction maps.
    Nature. 2009 Jul 23;460(7254):479-86 PMID: 19536157
  28. HITS-CLIP yields genome-wide insights into brain alternative RNA processing.
    Nature. 2008 Nov 27;456(7221):464-9 PMID: 18978773
  29. Statistical aspects of discerning indel-type structural variation via DNA sequence alignment.
    BMC Genomics. 2009 Aug 05;10:359 PMID: 19656394
  30. A comprehensive catalogue of somatic mutations from a human cancer genome.
    Nature. 2010 Jan 14;463(7278):191-6 PMID: 20016485
  31. Evaluation of paired-end sequencing strategies for detection of genome rearrangements in cancer.
    PLoS Comput Biol. 2008 Apr 25;4(4):e1000051 PMID: 18404202
  32. Nucleotide-resolution analysis of structural variants using BreakSeq and a breakpoint library.
    Nat Biotechnol. 2010 Jan;28(1):47-55 PMID: 20037582
  33. BFAST: an alignment tool for large scale genome resequencing.
    PLoS One. 2009 Nov 11;4(11):e7767 PMID: 19907642
  34. Reconstructing tumor genome architectures.
    Bioinformatics. 2003 Oct;19 Suppl 2:ii162-71 PMID: 14534186
  35. SHRiMP: accurate mapping of short color-space reads.
    PLoS Comput Biol. 2009 May;5(5):e1000386 PMID: 19461883
  36. Complete Khoisan and Bantu genomes from southern Africa.
    Nature. 2010 Feb 18;463(7283):943-7 PMID: 20164927
  37. The first Korean genome sequence and analysis: full genome sequencing for a socio-ethnic group.
    Genome Res. 2009 Sep;19(9):1622-9 PMID: 19470904
  38. A new strategy for genome assembly using short sequence reads and reduced representation libraries.
    Genome Res. 2010 Feb;20(2):249-56 PMID: 20123915
  39. End-sequence profiling: sequence-based analysis of aberrant genomes.
    Proc Natl Acad Sci U S A. 2003 Jun 24;100(13):7696-701 PMID: 12788976
  40. De novo transcriptome assembly with ABySS.
    Bioinformatics. 2009 Nov 1;25(21):2872-7 PMID: 19528083
  41. Personal genome sequencing: current approaches and challenges.
    Genes Dev. 2010 Mar 1;24(5):423-31 PMID: 20194435
  42. Method for improving sequence coverage uniformity of targeted genomic intervals amplified by LR-PCR using Illumina GA sequencing-by-synthesis technology.
    Biotechniques. 2009 Mar;46(3):229-31 PMID: 19317667
  43. A sequence-based survey of the complex structural organization of tumor genomes.
    Genome Biol. 2008;9(3):R59 PMID: 18364049
  44. The diploid genome sequence of an Asian individual.
    Nature. 2008 Nov 6;456(7218):60-5 PMID: 18987735
  45. Solution hybrid selection with ultra-long oligonucleotides for massively parallel targeted sequencing.
    Nat Biotechnol. 2009 Feb;27(2):182-9 PMID: 19182786
  46. A small-cell lung cancer genome with complex signatures of tobacco exposure.
    Nature. 2010 Jan 14;463(7278):184-90 PMID: 20016488
  47. RNA-Seq: a revolutionary tool for transcriptomics.
    Nat Rev Genet. 2009 Jan;10(1):57-63 PMID: 19015660
  48. A highly annotated whole-genome sequence of a Korean individual.
    Nature. 2009 Aug 20;460(7258):1011-5 PMID: 19587683
  49. De novo assembly of human genomes with massively parallel short read sequencing.
    Genome Res. 2010 Feb;20(2):265-72 PMID: 20019144
  50. The personal genome project.
    Mol Syst Biol. 2005;1:2005.0030 PMID: 16729065
  51. Comprehensive resequence analysis of a 136 kb region of human chromosome 8q24 associated with prostate and colon cancers.
    Hum Genet. 2008 Sep;124(2):161-70 PMID: 18704501
  52. Genome sequencing in microfabricated high-density picolitre reactors.
    Nature. 2005 Sep 15;437(7057):376-80 PMID: 16056220
  53. Mapping short DNA sequencing reads and calling variants using mapping quality scores.
    Genome Res. 2008 Nov;18(11):1851-8 PMID: 18714091
  54. BLAT--the BLAST-like alignment tool.
    Genome Res. 2002 Apr;12(4):656-64 PMID: 11932250
  55. Recurring mutations found by sequencing an acute myeloid leukemia genome.
    N Engl J Med. 2009 Sep 10;361(11):1058-66 PMID: 19657110
  56. SNP detection for massively parallel whole-genome resequencing.
    Genome Res. 2009 Jun;19(6):1124-32 PMID: 19420381
  57. Pindel: a pattern growth approach to detect break points of large deletions and medium sized insertions from paired-end short reads.
    Bioinformatics. 2009 Nov 1;25(21):2865-71 PMID: 19561018
  58. Human genome sequencing using unchained base reads on self-assembling DNA nanoarrays.
    Science. 2010 Jan 1;327(5961):78-81 PMID: 19892942
  59. Analysis of genetic inheritance in a family quartet by whole-genome sequencing.
    Science. 2010 Apr 30;328(5978):636-9 PMID: 20220176
  60. VarScan: variant detection in massively parallel sequencing of individual and pooled samples.
    Bioinformatics. 2009 Sep 1;25(17):2283-5 PMID: 19542151
  61. Amplification-free Illumina sequencing-library preparation facilitates improved mapping and assembly of (G+C)-biased genomes.
    Nat Methods. 2009 Apr;6(4):291-5 PMID: 19287394
  62. DNA sequencing of a cytogenetically normal acute myeloid leukaemia genome.
    Nature. 2008 Nov 6;456(7218):66-72 PMID: 18987736
  63. Paired-end mapping reveals extensive structural variation in the human genome.
    Science. 2007 Oct 19;318(5849):420-6 PMID: 17901297
  64. A SNP discovery method to assess variant allele probability from next-generation resequencing data.
    Genome Res. 2010 Feb;20(2):273-80 PMID: 20019143
  65. CMDS: a population-based method for identifying recurrent DNA copy number aberrations in cancer from high-resolution data.
    Bioinformatics. 2010 Feb 15;26(4):464-9 PMID: 20031968
  66. The Sequence Alignment/Map format and SAMtools.
    Bioinformatics. 2009 Aug 15;25(16):2078-9 PMID: 19505943
  67. Target-enrichment strategies for next-generation sequencing.
    Nat Methods. 2010 Feb;7(2):111-8 PMID: 20111037
  68. ABySS: a parallel assembler for short read sequence data.
    Genome Res. 2009 Jun;19(6):1117-23 PMID: 19251739
  69. Single-molecule sequencing of an individual human genome.
    Nat Biotechnol. 2009 Sep;27(9):847-50 PMID: 19668243
Article Info
Journal
Briefings in bioinformatics
Abbr.
Brief Bioinform
ISSN
1477-4054
Published
2010-09-00
Epub
2010-00-02
Pages
484-98
Language
English
Region
England
NLM ID
100912837
PMCID
PMC2980933
Subset
IM
Grants
NHGRI NIH HHS · HG003079 · United States
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]