Advertisement
Research Article| Volume 8, ISSUE 1, P187-194, January 2014

Developing a novel panel of genome-wide ancestry informative markers for bio-geographical ancestry estimates

  • Jing Jia
    Affiliations
    Department of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, PR China

    Key Laboratory of Forensic Genetics, Institute of Forensic Science, Ministry of Public Security, Beijing 100038, PR China
    Search for articles by this author
  • Yi-Liang Wei
    Affiliations
    Key Laboratory of Forensic Genetics, Institute of Forensic Science, Ministry of Public Security, Beijing 100038, PR China

    Key Laboratory of Medical Epigenetics, Tianjin Research Center of Basic Medical Sciences, Tianjin 300070, PR China
    Search for articles by this author
  • Cui-Jiao Qin
    Affiliations
    Key Laboratory of Forensic Genetics, Institute of Forensic Science, Ministry of Public Security, Beijing 100038, PR China
    Search for articles by this author
  • Lan Hu
    Affiliations
    Key Laboratory of Forensic Genetics, Institute of Forensic Science, Ministry of Public Security, Beijing 100038, PR China
    Search for articles by this author
  • Li-Hua Wan
    Correspondence
    Corresponding author. Tel.: +86 23 68485137; fax: +86 23 68485137.
    Affiliations
    Department of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, PR China
    Search for articles by this author
  • Cai-Xia Li
    Correspondence
    Corresponding author. Tel.: +86 01 66269503; fax: +86 01 66269503.
    Affiliations
    Key Laboratory of Forensic Genetics, Institute of Forensic Science, Ministry of Public Security, Beijing 100038, PR China
    Search for articles by this author

      Abstract

      Inferring the ancestral origin of DNA samples can be helpful in correcting population stratification in disease association studies or guiding crime investigations. Populations throughout the world vary in appearance features and biological characteristics. Based on this idea, we performed a genome-wide scan for SNPs within genes that are related to physical and biological traits. Using the HapMap database, we screened 52 genes and their flanking regions. Thirty-five SNPs that displayed highly contrasting allele frequencies (Fst > 0.3, linkage disequilibrium r2 < 0.2, and Hardy–Weinberg equilibrium P > 0.001) among Africans, Europeans, and East Asians were selected and validated. A multiplexed assay was developed to genotype these 35 SNPs in 357 individuals from 10 populations worldwide. This panel provided accurate estimates of individual ancestry proportions with balanced discriminatory power among the three continental ancestries: Africans, Europeans, and East Asians. It also proved very effective in evaluating admixed populations living in joint regions of continents (e.g., Uyghurs and Indians) and discriminating some subpopulations within each of the three continents. Structure analysis was performed to establish and evaluate the panel of ancestry-informative markers, and the components of each population were also described to indicate the structural composition. The 21 population structures in our study are consistent with geographic patterns, and individuals were properly assigned to their original ancestral populations with proportion analyses and random match probability calculations. Thus, the panel and its population information will be useful resources to minimize the effects of population stratification in association analyses and to assign the most likely origin of an unknown DNA contributor in forensic investigations.

      Keywords

      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to Forensic Science International: Genetics
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      References

        • Campbell C.D.
        • Ogburn E.L.
        • Lunetta K.L.
        • Lyon H.N.
        • Freedman M.L.
        • Groop L.C.
        • Altshuler D.
        • Ardlie K.G.
        • Hirschhorn J.N.
        Demonstrating stratification in a European American population.
        Nat. Genet. 2005; 37: 868-872
        • Phillips C.
        • Salas A.
        • Sanchez J.J.
        • Fondevila M.
        • Gomez-Tato A.
        • Alvarez-Dios J.
        • Calaza M.
        • de Cal M.C.
        • Ballard D.
        • Lareu M.V.
        • et al.
        Inferring ancestral origin using a single multiplex assay of ancestry-informative marker SNPs.
        Forensic Sci. Int. Genet. 2007; 1: 273-280
        • Kayser M.
        • Schneider P.M.
        DNA-based prediction of human externally visible characteristics in forensics: motivations, scientific challenges, and ethical considerations.
        Forensic Sci. Int. Genet. 2009; 3: 154-161
        • Kayser M.
        • de Knijff P.
        Improving human forensics through advances in genetics, genomics and molecular biology.
        Nat. Rev. Genet. 2011; 12: 179-192
        • Rosenberg N.A.
        • Pritchard J.K.
        • Weber J.L.
        • Cann H.M.
        • Kidd K.K.
        • Zhivotovsky L.A.
        • Feldman M.W.
        Genetic structure of human populations.
        Science. 2002; 298: 2381-2385
        • Rosenberg N.A.
        • Mahajan S.
        • Ramachandran S.
        • Zhao C.
        • Pritchard J.K.
        • Feldman M.W.
        Clines, clusters, and the effect of study design on the inference of human population structure.
        PLoS Genet. 2005; 1: e70
        • Halder I.
        • Shriver M.
        • Thomas M.
        • Fernandez J.R.
        • Frudakis T.
        A panel of ancestry informative markers for estimating individual biogeographical ancestry and admixture from four continents: utility and applications.
        Hum. Mutat. 2008; 29: 648-658
        • Phillips C.
        • Fang R.
        • Ballard D.
        • Fondevila M.
        • Harrison C.
        • Hyland F.
        • Musgrave-Brown E.
        • Proff C.
        • Ramos-Luis E.
        • Sobrino B.
        • et al.
        Evaluation of the Genplex SNP typing system and a 49plex forensic marker panel.
        Forensic Sci. Int. Genet. 2007; 1: 180-185
        • Tomas C.
        • Axler-DiPerte G.
        • Budimlija Z.M.
        • Borsting C.
        • Coble M.D.
        • Decker A.E.
        • Eisenberg A.
        • Fang R.
        • Fondevila M.
        • Fredslund S.F.
        • et al.
        Autosomal SNP typing of forensic samples with the GenPlex HID System: results of a collaborative study.
        Forensic Sci. Int. Genet. 2011; 5: 369-375
        • Pritchard J.K.
        • Stephens M.
        • Donnelly P.
        Inference of population structure using multilocus genotype data.
        Genetics. 2000; 155: 945-959
        • Satten G.A.
        • Flanders W.D.
        • Yang Q.
        Accounting for unmeasured population substructure in case–control studies of genetic association using a novel latent-class model.
        Am. J. Hum. Genet. 2001; 68: 466-477
        • Hoggart C.J.
        • Parra E.J.
        • Shriver M.D.
        • Bonilla C.
        • Kittles R.A.
        • Clayton D.G.
        • McKeigue P.M.
        Control of confounding of genetic associations in stratified populations.
        Am. J. Hum. Genet. 2003; 72: 1492-1504
        • Price A.L.
        • Patterson N.J.
        • Plenge R.M.
        • Weinblatt M.E.
        • Shadick N.A.
        • Reich D.
        Principal components analysis corrects for stratification in genome-wide association studies.
        Nat. Genet. 2006; 38: 904-909
        • Smith M.W.
        • Patterson N.
        • Lautenberger J.A.
        • Truelove A.L.
        • McDonald G.J.
        • Waliszewska A.
        • Kessing B.D.
        • Malasky M.J.
        • Scafe C.
        • Le E.
        • et al.
        A high-density admixture map for disease gene discovery in African Americans.
        Am. J. Hum. Genet. 2004; 74: 1001-1013
        • Mao X.
        • Bigham A.W.
        • Mei R.
        • Gutierrez G.
        • Weiss K.M.
        • Brutsaert T.D.
        • Leon-Velarde F.
        • Moore L.G.
        • Vargas E.
        • McKeigue P.M.
        • et al.
        A genomewide admixture mapping panel for Hispanic/Latino populations.
        Am. J. Hum. Genet. 2007; 80: 1171-1178
        • Tian C.
        • Hinds D.A.
        • Shigeta R.
        • Adler S.G.
        • Lee A.
        • Pahl M.V.
        • Silva G.
        • Belmont J.W.
        • Hanson R.L.
        • Knowler W.C.
        • et al.
        A genomewide single-nucleotide-polymorphism panel for Mexican American admixture mapping.
        Am. J. Hum. Genet. 2007; 80: 1014-1023
        • Yang N.
        • Li H.
        • Criswell L.A.
        • Gregersen P.K.
        • Alarcon-Riquelme M.E.
        • Kittles R.
        • Shigeta R.
        • Silva G.
        • Patel P.I.
        • Belmont J.W.
        • et al.
        Examination of ancestry and ethnic affiliation using highly informative diallelic DNA markers: application to diverse and admixed populations and implications for clinical epidemiology and forensic medicine.
        Hum. Genet. 2005; 118: 382-392
        • Kosoy R.
        • Nassir R.
        • Tian C.
        • White P.A.
        • Butler L.M.
        • Silva G.
        • Kittles R.
        • Alarcon-Riquelme M.E.
        • Gregersen P.K.
        • Belmont J.W.
        • et al.
        Ancestry informative marker sets for determining continental origin and admixture proportions in common populations in America.
        Hum. Mutat. 2009; 30: 69-78
        • Cavalli-Sforza L.L.
        • Menozzi P.
        • Piazza A.
        The History and Geography of Human Genes.
        Princeton University Press, Princeton, NJ1994
        • Sabeti P.C.
        • Varilly P.
        • Fry B.
        • Lohmueller J.
        • Hostetter E.
        • Cotsapas C.
        • Xie X.
        • Byrne E.H.
        • McCarroll S.A.
        • Gaudet R.
        • et al.
        Genome-wide detection and characterization of positive selection in human populations.
        Nature. 2007; 449: 913-918
        • Lao O.
        • de Gruijter J.M.
        • van Duijn K.
        • Navarro A.
        • Kayser M.
        Signatures of positive selection in genes associated with human skin pigmentation as revealed from analyses of single nucleotide polymorphisms.
        Ann. Hum. Genet. 2007; 71: 354-369
        • Walsh S.
        • Liu F.
        • Ballantyne K.N.
        • van Oven M.
        • Lao O.
        • Kayser M.
        IrisPlex: a sensitive DNA tool for accurate prediction of blue and brown eye colour in the absence of ancestry information.
        Forensic Sci. Int. Genet. 2011; 5: 170-180
        • Mengel-From J.
        • Borsting C.
        • Sanchez J.J.
        • Eiberg H.
        • Morling N.
        Human eye colour and HERC2, OCA2 and MATP.
        Forensic Sci. Int. Genet. 2010; 4: 323-328
        • Bersaglieri T.
        • Sabeti P.C.
        • Patterson N.
        • Vanderploeg T.
        • Schaffner S.F.
        • Drake J.A.
        • Rhodes M.
        • Reich D.E.
        • Hirschhorn J.N.
        Genetic signatures of strong recent positive selection at the lactase gene.
        Am. J. Hum. Genet. 2004; 74: 1111-1120
        • Thompson E.E.
        • Kuttab-Boulos H.
        • Witonsky D.
        • Yang L.
        • Roe B.A.
        • Di Rienzo A.
        CYP3A variation and the evolution of salt-sensitivity variants.
        Am. J. Hum. Genet. 2004; 75: 1059-1069
        • Young J.H.
        • Chang Y.P.
        • Kim J.D.
        • Chretien J.P.
        • Klag M.J.
        • Levine M.A.
        • Ruff C.B.
        • Wang N.Y.
        • Chakravarti A.
        Differential susceptibility to hypertension is due to selection during the out-of-Africa expansion.
        PLoS Genet. 2005; 1: e82
        • Katzmarzyk P.T.
        • Leonard W.R.
        Climatic influences on human body size and proportions: ecological adaptations and secular trends.
        Am. J. Phys. Anthropol. 1998; 106: 483-503
      1. The International HapMap Project.
        Nature. 2003; 426: 789-796
        • Frazer K.A.
        • Ballinger D.G.
        • Cox D.R.
        • Hinds D.A.
        • Stuve L.L.
        • Gibbs R.A.
        • Belmont J.W.
        • Boudreau A.
        • Hardenbol P.
        • Leal S.M.
        • et al.
        A second generation human haplotype map of over 3.1 million SNPs.
        Nature. 2007; 449: 851-861
        • Pemberton T.J.
        • Wang C.
        • Li J.Z.
        • Rosenberg N.A.
        Inference of unexpected genetic relatedness among individuals in HapMap Phase III.
        Am. J. Hum. Genet. 2010; 87: 457-464
        • Shriver M.D.
        • Smith M.W.
        • Jin L.
        • Marcini A.
        • Akey J.M.
        • Deka R.
        • Ferrell R.E.
        Ethnic-affiliation estimation by use of population-specific DNA markers.
        Am. J. Hum. Genet. 1997; 60: 957-964
        • Klimentidis Y.C.
        • Miller G.F.
        • Shriver M.D.
        Genetic admixture, self-reported ethnicity, self-estimated admixture, and skin pigmentation among Hispanics and Native Americans.
        Am. J. Phys. Anthropol. 2009; 138: 375-383
        • Cockerham C.C.
        Analyses of gene frequencies.
        Genetics. 1973; 74: 679-700
        • Cockerham C.C.
        • Weir B.S.
        Correlations, descent measures: drift with migration and mutation.
        Proc. Natl. Acad. Sci. U. S. A. 1987; 84: 8512-8514
        • Grosse I.
        • Bernaola-Galvan P.
        • Carpena P.
        • Roman-Roldan R.
        • Oliver J.
        • Stanley H.E.
        Analysis of symbolic sequences using the Jensen-Shannon divergence.
        Phys. Rev. E: Stat. Nonlin. Soft Matter Phys. 2002; 65: 041905
        • Barrett J.C.
        • Fry B.
        • Maller J.
        • Daly M.J.
        Haploview: analysis and visualization of LD and haplotype maps.
        Bioinformatics. 2005; 21: 263-265
        • Falush D.
        • Stephens M.
        • Pritchard J.K.
        Inference of population structure using multilocus genotype data: linked loci and correlated allele frequencies.
        Genetics. 2003; 164: 1567-1587
        • Edwards A.
        • Hammond H.A.
        • Jin L.
        • Caskey C.T.
        • Chakraborty R.
        Genetic variation at five trimeric and tetrameric tandem repeat loci in four human population groups.
        Genomics. 1992; 12: 241-253
        • Butler J.M.
        Forensic DNA Typing: Biology, Technology, and Genetics of STR Markers.
        Elsevier Academic Press, Amsterdam; Boston2005
        • Fondevila M.
        • Phillips C.
        • Santos C.
        • Freire Aradas A.
        • Vallone P.M.
        • Butler J.M.
        • Lareu M.V.
        • Carracedo A.
        Revision of the SNP for ID 34-plex forensic ancestry test: assay enhancements, standard reference sample genotypes and extended population studies.
        Forensic Sci. Int. Genet. 2013; 7: 63-74
        • Paschou P.
        • Ziv E.
        • Burchard E.G.
        • Choudhry S.
        • Rodriguez-Cintron W.
        • Mahoney M.W.
        • Drineas P.
        PCA-correlated SNPs for structure identification in worldwide human populations.
        PLoS Genet. 2007; 3: 1672-1686
        • Xu S.
        • Jin L.
        A genome-wide analysis of admixture in Uyghurs and a high-density admixture map for disease-gene discovery.
        Am. J. Hum. Genet. 2008; 83: 322-336
        • Kidd J.R.
        • Friedlaender F.R.
        • Speed W.C.
        • Pakstis A.J.
        • De La Vega F.M.
        • Kidd K.K.
        Analyses of a set of 128 ancestry informative single-nucleotide polymorphisms in a global set of 119 population samples.
        Investig. Genet. 2011; 2: 1
        • Tishkoff S.A.
        • Reed F.A.
        • Friedlaender F.R.
        • Ehret C.
        • Ranciaro A.
        • Froment A.
        • Hirbo J.B.
        • Awomoyi A.A.
        • Bodo J.M.
        • Doumbo O.
        • et al.
        The genetic structure and history of Africans and African Americans.
        Science. 2009; 324: 1035-1044
        • Galanter J.M.
        • Fernandez-Lopez J.C.
        • Gignoux C.R.
        • Barnholtz-Sloan J.
        • Fernandez-Rozadilla C.
        • Via M.
        • Hidalgo-Miranda A.
        • Contreras A.V.
        • Figueroa L.U.
        • Raska P.
        • et al.
        Development of a panel of genome-wide ancestry informative markers to study admixture throughout the Americas.
        PLoS Genet. 2012; 8: e1002554
        • Kersbergen P.
        • van Duijn K.
        • Kloosterman A.D.
        • den Dunnen J.T.
        • Kayser M.
        • de Knijff P.
        Developing a set of ancestry-sensitive DNA markers reflecting continental origins of humans.
        BMC Genet. 2009; 10: 69