Home LiteratureArticle Details
PMID: 20585627 Published · epublish English Journal Article Research Support, Non-U.S. Gov't

Web-based, participant-driven studies yield novel genetic associations for common traits.

PLoS genetics ·Vol. 6 ·No. 6 ·2010-06-24 ·Pages e1000993

Eriksson N, Macpherson JM, Tung JY, Hon LS, Naughton B, Saxonov S, Avey L, Wojcicki A, Pe'er I, Mountain J

Abstract

Despite the recent rapid growth in genome-wide data, much of human variation remains entirely unexplained. A significant challenge in the pursuit of the genetic basis for variation in common human traits is the efficient, coordinated collection of genotype and phenotype data. We have developed a novel research framework that facilitates the parallel study of a wide assortment of traits within a single cohort. The approach takes advantage of the interactivity of the Web both to gather data and to present genetic information to research participants, while taking care to correct for the population structure inherent to this study design. Here we report initial results from a participant-driven study of 22 traits. Replications of associations (in the genes OCA2, HERC2, SLC45A2, SLC24A4, IRF4, TYR, TYRP1, ASIP, and MC1R) for hair color, eye color, and freckling validate the Web-based, self-reporting paradigm. The identification of novel associations for hair morphology (rs17646946, near TCHH; rs7349332, near WNT10A; and rs1556547, near OFCC1), freckling (rs2153271, in BNC2), the ability to smell the methanethiol produced after eating asparagus (rs4481887, near OR2M7), and photic sneeze reflex (rs10427255, near ZEB2, and rs11856995, near NR2F2) illustrates the power of the approach.

MeSH Terms
Chromosomes, Human Genetic Variation Genome-Wide Association Study/methods Genomics Genotype Hair Humans Internet Models, Genetic Phenotype
Authors & Affiliations
10 authors, click to expand affiliations / ORCID
Eriksson Nicholas
23andMe, Mountain View, California, United States of America. [email protected]
Macpherson J Michael
Tung Joyce Y
Hon Lawrence S
Naughton Brian
Saxonov Serge
Avey Linda
Wojcicki Anne
Pe'er Itsik
Mountain Joanna
Conflict of Interest

NE, JMM, JYT, LSH, BN, SS, LA, AW, and JM are or have been employed by 23andMe and own stock options in the company. 23andMe co-president AW has provided general guidance, including guidance related to the company's research undertakings and direction. PLoS Genetics' Editor-in-Chief Gregory S. Barsh is a potential consultant to 23andMe and therefore recused himself from the editorial and peer-review process. PLoS co-founder Michael B. Eisen is a member of the 23andMe Scientific Advisory Board.

References (53)
53 references, click to expand
  1. Food idiosyncrasies: beetroot and asparagus.
    Drug Metab Dispos. 2001 Apr;29(4 Pt 2):539-43 PMID: 11259347
  2. Two newly identified genetic determinants of pigmentation in Europeans.
    Nat Genet. 2008 Jul;40(7):835-7 PMID: 18488028
  3. A polymorphism of the ability to smell urinary metabolites of asparagus.
    Br Med J. 1980 Dec 20-27;281(6256):1676-8 PMID: 7448566
  4. Characterization of Wnt gene expression in developing and postnatal hair follicles and identification of Wnt5a as a target of Sonic hedgehog in hair follicle morphogenesis.
    Mech Dev. 2001 Sep;107(1-2):69-82 PMID: 11520664
  5. Identification of Basonuclin2, a DNA-binding zinc-finger protein expressed in germ tissues and skin keratinocytes.
    Genomics. 2004 May;83(5):821-33 PMID: 15081112
  6. Ectodermal dysplasias associated with clefting: significance of scalp dermatitis.
    J Am Acad Dermatol. 1992 Aug;27(2 Pt 1):249-56 PMID: 1341424
  7. PLINK: a tool set for whole-genome association and population-based linkage analyses.
    Am J Hum Genet. 2007 Sep;81(3):559-75 PMID: 17701901
  8. Common variants in the trichohyalin gene are associated with straight hair in Europeans.
    Am J Hum Genet. 2009 Nov;85(5):750-5 PMID: 19896111
  9. Mouse coat color mutations: from fancy mice to functional genomics.
    Dev Dyn. 2006 Sep;235(9):2401-11 PMID: 16691561
  10. Autosomal dominant transmission of the "photic sneeze reflex".
    N Engl J Med. 1984 Mar 1;310(9):599-600 PMID: 6694722
  11. Imputation-based analysis of association studies: candidate regions and quantitative traits.
    PLoS Genet. 2007 Jul;3(7):e114 PMID: 17676998
  12. Mutation in WNT10A is associated with an autosomal recessive ectodermal dysplasia: the odonto-onycho-dermal dysplasia.
    Am J Hum Genet. 2007 Oct;81(4):821-8 PMID: 17847007
  13. Trichohyalin, an intermediate filament-associated protein of the hair follicle.
    J Cell Biol. 1986 Apr;102(4):1419-29 PMID: 3958055
  14. Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering.
    Am J Hum Genet. 2007 Nov;81(5):1084-97 PMID: 17924348
  15. Progressive noradrenergic deficits in the locus coeruleus of Mecp2 deficient mice.
    J Neurosci Res. 2010 May 15;88(7):1500-9 PMID: 19998492
  16. A three-single-nucleotide polymorphism haplotype in intron 1 of OCA2 explains most human eye-color variation.
    Am J Hum Genet. 2007 Feb;80(2):241-52 PMID: 17236130
  17. Mapping of three translocation breakpoints associated with orofacial clefting within 6p24 and identification of new transcripts within the region.
    Cytogenet Genome Res. 2004;105(1):47-53 PMID: 15218257
  18. On light-induced sneezing.
    Eye (Lond). 2009 Nov;23(11):2112-4 PMID: 19575036
  19. A human genome diversity cell line panel.
    Science. 2002 Apr 12;296(5566):261-2 PMID: 11954565
  20. Why most discovered true associations are inflated.
    Epidemiology. 2008 Sep;19(5):640-8 PMID: 18633328
  21. Abnormal development of the locus coeruleus in Ear2(Nr2f6)-deficient mice impairs the functionality of the forebrain clock and affects nociception.
    Genes Dev. 2005 Mar 1;19(5):614-25 PMID: 15741322
  22. LRRTM1 on chromosome 2p12 is a maternally suppressed gene that is associated paternally with handedness and schizophrenia.
    Mol Psychiatry. 2007 Dec;12(12):1129-39, 1057 PMID: 17667961
  23. A haplotype map of the human genome.
    Nature. 2005 Oct 27;437(7063):1299-320 PMID: 16255080
  24. Basonuclins 1 and 2, whose genes share a common origin, are proteins with widely different properties and functions.
    Proc Natl Acad Sci U S A. 2006 Aug 15;103(33):12423-8 PMID: 16891417
  25. S100A11, S100A10, annexin I, desmosomal proteins, small proline-rich proteins, plasminogen activator inhibitor-2, and involucrin are components of the cornified envelope of cultured human epidermal keratinocytes.
    J Biol Chem. 1997 May 2;272(18):12035-46 PMID: 9115270
  26. Genetic determinants of hair, eye and skin pigmentation in Europeans.
    Nat Genet. 2007 Dec;39(12):1443-52 PMID: 17952075
  27. Rett syndrome is caused by mutations in X-linked MECP2, encoding methyl-CpG-binding protein 2.
    Nat Genet. 1999 Oct;23(2):185-8 PMID: 10508514
  28. Molecular genetics of human pigmentation diversity.
    Hum Mol Genet. 2009 Apr 15;18(R1):R9-17 PMID: 19297406
  29. A scan for genetic determinants of human hair morphology: EDAR is associated with Asian hair thickness.
    Hum Mol Genet. 2008 Mar 15;17(6):835-43 PMID: 18065779
  30. The structure of human trichohyalin. Potential multiple roles as a functional EF-hand-like calcium-binding protein, a cornified cell envelope precursor, and an intermediate filament-associated (cross-linking) protein.
    J Biol Chem. 1993 Jun 5;268(16):12164-76 PMID: 7685034
  31. Practical issues in imputation-based association mapping.
    PLoS Genet. 2008 Dec;4(12):e1000279 PMID: 19057666
  32. Trichohyalin mechanically strengthens the hair follicle: multiple cross-bridging roles in the inner root shealth.
    J Biol Chem. 2003 Oct 17;278(42):41409-19 PMID: 12853460
  33. A note on exact tests of Hardy-Weinberg equilibrium.
    Am J Hum Genet. 2005 May;76(5):887-93 PMID: 15789306
  34. Paper chromatography of human hair follicles and hair extracts.
    Br J Dermatol. 1959 Aug-Sep;71:303-8 PMID: 13796942
  35. The fine-scale and complex architecture of human copy-number variation.
    Am J Hum Genet. 2008 Mar;82(3):685-95 PMID: 18304495
  36. Genomic control for association studies.
    Biometrics. 1999 Dec;55(4):997-1004 PMID: 11315092
  37. Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls.
    Nature. 2007 Jun 7;447(7145):661-78 PMID: 17554300
  38. The human olfactory receptor gene family.
    Proc Natl Acad Sci U S A. 2004 Feb 24;101(8):2584-9 PMID: 14983052
  39. Variants of the melanocyte-stimulating hormone receptor gene are associated with red hair and fair skin in humans.
    Nat Genet. 1995 Nov;11(3):328-30 PMID: 7581459
  40. Human hair shape is programmed from the bulb.
    Br J Dermatol. 2005 Apr;152(4):632-8 PMID: 15840091
  41. SNEEZING IN RESPONSE TO LIGHT.
    Neurology. 1964 May;14:483-90 PMID: 14144120
  42. Principal components analysis corrects for stratification in genome-wide association studies.
    Nat Genet. 2006 Aug;38(8):904-9 PMID: 16862161
  43. Active inhibition of plasma cell development in resting B cells by microphthalmia-associated transcription factor.
    J Exp Med. 2004 Jul 5;200(1):115-22 PMID: 15226356
  44. Statistical significance for genomewide studies.
    Proc Natl Acad Sci U S A. 2003 Aug 5;100(16):9440-5 PMID: 12883005
  45. Population structure, differential bias and genomic control in a large-scale, case-control association study.
    Nat Genet. 2005 Nov;37(11):1243-6 PMID: 16228001
  46. ACTN3 genotype is associated with human elite athletic performance.
    Am J Hum Genet. 2003 Sep;73(3):627-31 PMID: 12879365
  47. Odorous urine following asparagus ingestion in man.
    Experientia. 1987 Apr 15;43(4):382-3 PMID: 3569485
  48. Isolation and characterization of human repetin, a member of the fused gene family of the epidermal differentiation complex.
    J Invest Dermatol. 2005 May;124(5):998-1007 PMID: 15854042
  49. Phenotypic effects of genetic variability in human clock genes on circadian and sleep parameters.
    J Genet. 2008 Dec;87(5):513-9 PMID: 19147940
  50. Heterodimeric interactions between chicken ovalbumin upstream promoter-transcription factor family members ARP1 and ear2.
    J Biol Chem. 1999 May 14;274(20):14331-6 PMID: 10318855
  51. A classification of hand preference by association analysis.
    Br J Psychol. 1970 Aug;61(3):303-21 PMID: 5457503
  52. Global variation in copy number in the human genome.
    Nature. 2006 Nov 23;444(7118):444-54 PMID: 17122850
  53. A genome-wide association study identifies novel alleles associated with hair color and skin pigmentation.
    PLoS Genet. 2008 May 16;4(5):e1000074 PMID: 18483556
Article Info
Journal
PLoS genetics
Abbr.
PLoS Genet
ISSN
1553-7404
Published
2010-06-24
Epub
2010-00-24
Pages
e1000993
Language
English
Region
United States
NLM ID
101239074
PMCID
PMC2891811
Subset
IM
Corrections
CommentIn
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]