Note to users. If you're seeing this message, it means that your browser cannot find this page's style/presentation instructions -- or possibly that you are using a browser that does not support current Web standards. Find out more about why this message is appearing, and what you can do to make your experience of our site the best it can be.
Eppendorf Prize

Site Tools

  • AAAS
  • Subscribe
  • Feedback

Site Search

Search Advanced

Science 20 December 2002:
Vol. 298. no. 5602, pp. 2381 - 2385
DOI: 10.1126/science.1078311

Reports

Genetic Structure of Human Populations

Noah A. Rosenberg,1* Jonathan K. Pritchard,2 James L. Weber,3 Howard M. Cann,4 Kenneth K. Kidd,5 Lev A. Zhivotovsky,6 Marcus W. Feldman7

We studied human population structure using genotypes at 377 autosomal microsatellite loci in 1056 individuals from 52 populations. Within-population differences among individuals account for 93 to 95% of genetic variation; differences among major groups constitute only 3 to 5%. Nevertheless, without using prior information about the origins of individuals, we identified six main genetic clusters, five of which correspond to major geographic regions, and subclusters that often correspond to individual populations. General agreement of genetic and predefined populations suggests that self-reported ancestry can facilitate assessments of epidemiological risks but does not obviate the need to use genetic information in genetic association studies.

1 Molecular and Computational Biology, 1042 West 36th Place DRB 289, University of Southern California, Los Angeles, CA 90089, USA.
2 Department of Human Genetics, University of Chicago, 920 East 58th Street, Chicago, IL 60637, USA.
3 Center for Medical Genetics, Marshfield Medical Research Foundation, Marshfield, WI 54449, USA.
4 Foundation Jean Dausset-Centre d'Etude du Polymorphisme Humain (CEPH), 27 rue Juliette Dodu, 75010 Paris, France.
5 Department of Genetics, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA.
6 Vavilov Institute of General Genetics, Russian Academy of Sciences, 3 Gubkin Street, Moscow 117809, Russia.
7 Department of Biological Sciences, Stanford University, Stanford, CA 94305, USA.
*   To whom correspondence should be addressed. E-mail: noahr{at}usc.edu


Read the Full Text



THIS ARTICLE HAS BEEN CITED BY OTHER ARTICLES:
Addictions Biology: Haplotype-Based Analysis for 130 Candidate Genes on a Single Array.
C. A. Hodgkinson, Q. Yuan, K. Xu, P.-H. Shen, E. Heinz, E. A. Lobos, E. B. Binder, J. Cubells, C. L. Ehlers, J. Gelernter, et al. (2008)
Alcohol Alcohol.
   Abstract »    Full Text »    PDF »
Does Practice Make Perfect?.
A. M. Hogan and D. C. Winter (2008)
Ann. Surg. Oncol. 15, 1267-1270
   Abstract »    Full Text »    PDF »
Frequency of Germline Genomic Homozygosity Associated With Cancer Cases.
G. Assie, T. LaFramboise, P. Platzer, and C. Eng (2008)
JAMA 299, 1437-1445
   Abstract »    Full Text »    PDF »
Association of FKBP5 Polymorphisms and Childhood Abuse With Risk of Posttraumatic Stress Disorder Symptoms in Adults.
E. B. Binder, R. G. Bradley, W. Liu, M. P. Epstein, T. C. Deveau, K. B. Mercer, Y. Tang, C. F. Gillespie, C. M. Heim, C. B. Nemeroff, et al. (2008)
JAMA 299, 1291-1305
   Abstract »    Full Text »    PDF »
Ancestry Estimation and Correction for Population Stratification in Molecular Epidemiologic Association Studies.
J. S. Barnholtz-Sloan, B. McEvoy, M. D. Shriver, and T. R. Rebbeck (2008)
Cancer Epidemiol. Biomarkers Prev. 17, 471-477
   Full Text »    PDF »
Dietary Change and Adaptive Evolution of enamelin in Humans and Among Primates.
J. L. Kelley and W. J. Swanson (2008)
Genetics 178, 1595-1603
   Abstract »    Full Text »    PDF »
Worldwide Human Relationships Inferred from Genome-Wide Patterns of Variation.
J. Z. Li, D. M. Absher, H. Tang, A. M. Southwick, A. M. Casto, S. Ramachandran, H. M. Cann, G. S. Barsh, M. Feldman, L. L. Cavalli-Sforza, et al. (2008)
Science 319, 1100-1104
   Abstract »    Full Text »    PDF »
Influence of Child Abuse on Adult Depression: Moderation by the Corticotropin-Releasing Hormone Receptor Gene.
R. G. Bradley, E. B. Binder, M. P. Epstein, Y. Tang, H. P. Nair, W. Liu, C. F. Gillespie, T. Berg, M. Evces, D. J. Newport, et al. (2008)
Arch Gen Psychiatry 65, 190-200
   Abstract »    Full Text »    PDF »
Empirical Tests of the Reliability of Phylogenetic Trees Constructed With Microsatellite DNA.
N. Takezaki and M. Nei (2008)
Genetics 178, 385-392
   Abstract »    Full Text »    PDF »
The beautiful skull and Blumenbach's errors: the birth of the scientific concept of race.
R. Bhopal (2007)
BMJ 335, 1308-1309
   Full Text »    PDF »
MSH2 118T>C and MSH6 159C>T promoter polymorphisms and the risk of colorectal cancer.
M. Mrkonjic, S. Raptis, R. C. Green, N. Monga, D. Daftary, E. Dicks, H.B. Younghusband, P. S. Parfrey, S. S. Gallinger, J. R. McLaughlin, et al. (2007)
Carcinogenesis 28, 2575-2580
   Abstract »    Full Text »    PDF »
Demographic History Has Influenced Nucleotide Diversity in European Pinus sylvestris Populations.
T. Pyhajarvi, M. R. Garcia-Gil, T. Knurr, M. Mikkonen, W. Wachowiak, and O. Savolainen (2007)
Genetics 177, 1713-1724
   Abstract »    Full Text »    PDF »
Genetics of Asthma: Potential Implications for Reducing Asthma Disparities.
C. V. Scirica and J. C. Celedon (2007)
Chest 132, 770S-781S
   Abstract »    Full Text »    PDF »
Genetic Influences on Mosquito Feeding Behavior and the Emergence of Zoonotic Pathogens.
A. M. Kilpatrick, L. D. Kramer, M. J. Jones, P. P. Marra, P. Daszak, and D. M. Fonseca (2007)
Am J Trop Med Hyg 77, 667-671
   Abstract »    Full Text »    PDF »
History of Click-Speaking Populations of Africa Inferred from mtDNA and Y Chromosome Genetic Variation.
S. A. Tishkoff, M. K. Gonder, B. M. Henn, H. Mortensen, A. Knight, C. Gignoux, N. Fernandopulle, G. Lema, T. B. Nyambo, U. Ramakrishnan, et al. (2007)
Mol. Biol. Evol. 24, 2180-2195
   Abstract »    Full Text »    PDF »
Efficacy assessment of SNP sets for genome-wide disease association studies.
A. Wollstein, A. Herrmann, M. Wittig, M. Nothnagel, A. Franke, P. Nurnberg, S. Schreiber, M. Krawczak, and J. Hampe (2007)
Nucleic Acids Res. 35, e113
   Abstract »    Full Text »    PDF »
Beyond Nature Versus Nurture: Race Matters, but How?.
M. Terplan (2007)
Obstet. Gynecol. 110, 550-551
   Full Text »    PDF »
The Role of Genetic and Sociopolitical Definitions of Racein Clinical Trials.
P. W. Payne Jr and C. Royal (2007)
J. Am. Acad. Ortho. Surg. 15, S100-S104
   Abstract »    Full Text »    PDF »
ETHNIC VARIATION IN THE INCIDENCE OF ALS: A SYSTEMATIC REVIEW.
J. J. Alappat, O. Hardiman, S. Cronin, and B. J. Traynor (2007)
Neurology 69, 711-712
   Full Text »    PDF »
CLUMPP: a cluster matching and permutation program for dealing with label switching and multimodality in analysis of population structure.
M. Jakobsson and N. A. Rosenberg (2007)
Bioinformatics 23, 1801-1806
   Abstract »    Full Text »    PDF »
Disparities in Infant Mortality: What's Genetics Got to Do With It?.
R. David and J. Collins Jr (2007)
Am J Public Health 97, 1191-1197
   Abstract »    Full Text »    PDF »
Spectrum: joint bayesian inference of population structure and recombination events.
K.-A. Sohn and E. P. Xing (2007)
Bioinformatics 23, i479-i489
   Abstract »    Full Text »    PDF »
A Markov Chain Monte Carlo Approach for Joint Inference of Population Structure and Inbreeding Rates From Multilocus Genotype Data.
H. Gao, S. Williamson, and C. D. Bustamante (2007)
Genetics 176, 1635-1651
   Abstract »    Full Text »    PDF »
From the Cover: Linguistic tone is related to the population frequency of the adaptive haplogroups of two brain size genes, ASPM and Microcephalin.
D. Dediu and D. R. Ladd (2007)
PNAS 104, 10944-10949
   Abstract »    Full Text »    PDF »
Stepping-Stone Spatial Structure Causes Slow Decay of Linkage Disequilibrium and Shifts the Site Frequency Spectrum.
A. De and R. Durrett (2007)
Genetics 176, 969-981
   Abstract »    Full Text »    PDF »
Genetic Similarities Within and Between Human Populations.
D. J. Witherspoon, S. Wooding, A. R. Rogers, E. E. Marchani, W. S. Watkins, M. A. Batzer, and L. B. Jorde (2007)
Genetics 176, 351-359
   Abstract »    Full Text »    PDF »
Amniotic Fluid Interleukin-1{beta} and Interleukin-8 Concentrations: Racial Disparity in Preterm Birth.
R. Menon, S. M. Williams, and S. J. Fortunato (2007)
Reproductive Sciences 14, 253-259
   Abstract »    PDF »
MLH1 -93G>A Promoter Polymorphism and the Risk of Microsatellite-Unstable Colorectal Cancer.
S. Raptis, M. Mrkonjic, R. C. Green, V. V. Pethe, N. Monga, Y. M. Chan, D. Daftary, E. Dicks, B. H. Younghusband, P. S. Parfrey, et al. (2007)
J Natl Cancer Inst 99, 463-474
   Abstract »    Full Text »    PDF »
Evaluating the Reliability of Structure Outputs in Case of Relatedness between Individuals.
L. Camus-Kulandaivelu, J.-B. Veyrieras, B. Gouesnard, A. Charcosset, and D. Manicacci (2007)
Crop Sci. 47, 887-890
   Abstract »    Full Text »    PDF »
Divergent Haplotypes and Human History as Revealed in a Worldwide Survey of X-Linked DNA Sequence Variation.
M. K. Shimada, K. Panchapakesan, S. A. Tishkoff, A. Q. Nato Jr, and J. Hey (2007)
Mol. Biol. Evol. 24, 687-698
   Abstract »    Full Text »    PDF »
Population Structure of Plasmid-Containing Strains of Streptococcus mutans, a Member of the Human Indigenous Biota.
P. W. Caufield, D. Saxena, D. Fitch, and Y. Li (2007)
J. Bacteriol. 189, 1238-1243
   Abstract »    Full Text »    PDF »
Estimating whole body intermuscular adipose tissue from single cross-sectional magnetic resonance images.
X. Y. Ruan, D. Gallagher, T. Harris, J. Albu, S. Heymsfield, P. Kuznia, and S. Heshka (2007)
J Appl Physiol 102, 748-754
   Abstract »    Full Text »    PDF »
Signatures of strong population differentiation shape extended haplotypes across the human CD28, CTLA4, and ICOS costimulatory genes.
V. Butty, M. Roy, P. Sabeti, W. Besse, C. Benoist, and D. Mathis (2007)
PNAS 104, 570-575
   Abstract »    Full Text »    PDF »
Association Genetics in Pinus taeda L. I. Wood Property Traits.
S. C. Gonzalez-Martinez, N. C. Wheeler, E. Ersoz, C. D. Nelson, and D. B. Neale (2007)
Genetics 175, 399-409
   Abstract »    Full Text »    PDF »
A Systematic Assessment of Common Genetic Variation in CYP11A and Risk of Breast Cancer.
V. W. Setiawan, I. Cheng, D. O. Stram, E. Giorgi, M. C. Pike, D. Van Den Berg, L. Pooler, N. P. Burtt, L. Le Marchand, D. Altshuler, et al. (2006)
Cancer Res. 66, 12019-12025
   Abstract »    Full Text »    PDF »
Three single-nucleotide polymorphisms in LPA account for most of the increase in lipoprotein(a) level elevation in African Americans compared with European Americans.
J-P Chretien, J Coresh, Y Berthier-Schaad, W H L Kao, N E Fink, M J Klag, S M Marcovina, F Giaculli, and M W Smith (2006)
J. Med. Genet. 43, 917-923
   Abstract »    Full Text »    PDF »
African Ancestry, Socioeconomic Status, and Kidney Function in Elderly African Americans: A Genetic Admixture Analysis.
C. A. Peralta, E. Ziv, R. Katz, A. Reiner, E. G. Burchard, L. Fried, P.-Y. Kwok, B. Psaty, and M. Shlipak (2006)
J. Am. Soc. Nephrol. 17, 3491-3496
   Abstract »    Full Text »    PDF »
Genetic Structure of Wild and Cultivated Olives in the Central Mediterranean Basin.
L. BALDONI, N. TOSTI, C. RICCIOLINI, A. BELAJ, S. ARCIONI, G. PANNELLI, M. A. GERMANA, M. MULAS, and A. PORCEDDU (2006)
Ann. Bot. 98, 935-942
   Abstract »    Full Text »    PDF »
The Hidden Value of Missing Genotypes.
W. Amos (2006)
Mol. Biol. Evol. 23, 1995-1996
   Abstract »    Full Text »    PDF »
The genetic architecture of normal variation in human pigmentation: an evolutionary perspective and model.
B. McEvoy, S. Beleza, and M. D. Shriver (2006)
Hum. Mol. Genet. 15, R176-R181
   Abstract »    Full Text »    PDF »
Genomic signatures of positive selection in humans and the limits of outlier approaches.
J. L. Kelley, J. Madeoy, J. C. Calhoun, W. Swanson, and J. M. Akey (2006)
Genome Res. 16, 980-989
   Abstract »    Full Text »    PDF »
Signatures of Demographic History and Natural Selection in the Human Major Histocompatibility Complex Loci.
D. Meyer, R. M. Single, S. J. Mack, H. A. Erlich, and G. Thomson (2006)
Genetics 173, 2121-2142
   Abstract »    Full Text »    PDF »
Using ancestry-informative markers to define populations and detect population stratification..
M.-A. Enoch, P.-H. Shen, K. Xu, C. Hodgkinson, and D. Goldman (2006)
J Psychopharmacol 20, 19-26
   Abstract »    PDF »
Interpreting Disparate Responses to Cancer Therapy: The Role of Human Population Genetics.
M. L. Maitland, A. DiRienzo, and M. J. Ratain (2006)
J. Clin. Oncol. 24, 2151-2157
   Abstract »    Full Text »    PDF »
Genetics, Epidemiology, and Cancer Disparities: Is it Black and White?.
T. R. Rebbeck, C. H. Halbert, and P. Sankar (2006)
J. Clin. Oncol. 24, 2164-2169
   Abstract »    Full Text »    PDF »
The portability of tagSNPs across populations: A worldwide survey.
A. Gonzalez-Neira, X. Ke, O. Lao, F. Calafell, A. Navarro, D. Comas, H. Cann, S. Bumpstead, J. Ghori, S. Hunt, et al. (2006)
Genome Res. 16, 323-330
   Abstract »    Full Text »    PDF »
Reliability of Self-reported Ancestry among Siblings: Implications for Genetic Association Studies.
M. S. Burnett, K. J. Strain, T. G. Lesnick, M. de Andrade, W. A. Rocca, and D. M. Maraganore (2006)
Am. J. Epidemiol. 163, 486-492
   Abstract »    Full Text »    PDF »
DNA Sequence Variation and Selection of Tag Single-Nucleotide Polymorphisms at Candidate Genes for Drought-Stress Response in Pinus taeda L..
S. C. Gonzalez-Martinez, E. Ersoz, G. R. Brown, N. C. Wheeler, and D. B. Neale (2006)
Genetics 172, 1915-1926
   Abstract »    Full Text »    PDF »
Variable host-pathogen compatibility in Mycobacterium tuberculosis.
S. Gagneux, K. DeRiemer, T. Van, M. Kato-Maeda, B. C. de Jong, S. Narayanan, M. Nicol, S. Niemann, K. Kremer, M. C. Gutierrez, et al. (2006)
PNAS 103, 2869-2873
   Abstract »    Full Text »    PDF »
Multiple rare variants in NPC1L1 associated with reduced sterol absorption and plasma low-density lipoprotein levels.
J. C. Cohen, A. Pertsemlidis, S. Fahmi, S. Esmail, G. L. Vega, S. M. Grundy, and H. H. Hobbs (2006)
PNAS 103, 1810-1815
   Abstract »    Full Text »    PDF »
PATHWAYS OF EXPANSION AND MULTIPLE INTRODUCTIONS ILLUSTRATED BY LARGE GENETIC DIFFERENTIATION AMONG WORLDWIDE POPULATIONS OF THE SOUTHERN HOUSE MOSQUITO.
D. M. FONSECA, J. L. SMITH, R. C. WILKERSON, and R. C. FLEISCHER (2006)
Am J Trop Med Hyg 74, 284-289
   Abstract »    Full Text »    PDF »
Dissecting Racial and Ethnic Differences.
N. Risch (2006)
N. Engl. J. Med. 354, 408-411
   Full Text »    PDF »
Race and Genetic Influences on Health--Reply.
M. Bamshad (2006)
JAMA 295, 385-386
   Full Text »    PDF »
Global genetic positioning: Evidence for early human population centers in coastal habitats.
W. Amos and A. Manica (2006)
PNAS 103, 820-824
   Abstract »    Full Text »    PDF »
Multipopulation Analysis of Polymorphisms in Five Mononucleotide Repeats Used to Determine the Microsatellite Instability Status of Human Tumors.
O. Buhard, F. Cattaneo, Y. F. Wong, S. F. Yim, E. Friedman, J.-F. Flejou, A. Duval, and R. Hamelin (2006)
J. Clin. Oncol. 24, 241-251
   Abstract »    Full Text »    PDF »
Interrogating multiple aspects of variation in a full resequencing data set to infer human population size changes.
B. F. Voight, A. M. Adams, L. A. Frisse, Y. Qian, R. R. Hudson, and A. Di Rienzo (2005)
PNAS 102, 18508-18513
   Abstract »    Full Text »    PDF »
The Practitioner's Dilemma: Can We Use a Patient's Race To Predict Genetics, Ancestry, and the Expected Outcomes of Treatment?.
D. A. Barr (2005)
Ann Intern Med 143, 809-815
   Abstract »    Full Text »    PDF »
Importance of Race/Ethnicity in Clinical Trials: Lessons From the African-American Heart Failure Trial (A-HeFT), the African-American Study of Kidney Disease and Hypertension (AASK), and the Antihypertensive and Lipid-Lowering Treatment to Prevent Heart Attack Trial (ALLHAT).
A. L. Taylor, J. T. Wright Jr, R. S. Cooper, B. M. Psaty, A. L. Taylor, J. T. Wright Jr, R. S. Cooper, and B. M. Psaty (2005)
Circulation 112, 3654-3666
   Full Text »    PDF »
The Role of Race and Genetics in Health Disparities Research.
M. J. Fine, S. A. Ibrahim, and S. B. Thomas (2005)
Am J Public Health 95, 2125-2128
   Full Text »    PDF »
Skin Color, Social Classification, and Blood Pressure in Southeastern Puerto Rico.
C. C. Gravlee, W. W. Dressler, and H. R. Bernard (2005)
Am J Public Health 95, 2191-2197
   Abstract »    Full Text »    PDF »
Ethnicity, Ancestry, and Race in Molecular Epidemiologic Research.
T. R. Rebbeck and P. Sankar (2005)
Cancer Epidemiol. Biomarkers Prev. 14, 2467-2471
   Full Text »    PDF »
Support from the relationship of genetic and geographic distance in human populations for a serial founder effect originating in Africa.
S. Ramachandran, O. Deshpande, C. C. Roseman, N. A. Rosenberg, M. W. Feldman, and L. L. Cavalli-Sforza (2005)
PNAS 102, 15942-15947
   Abstract »    Full Text »    PDF »
Genomewide Screening Reveals High Levels of Insertional Polymorphism in the Human Endogenous Retrovirus Family HERV-K(HML2): Implications for Present-Day Activity.
R. Belshaw, A. L. A. Dawson, J. Woolven-Allen, J. Redding, A. Burt, and M. Tristem (2005)
J. Virol. 79, 12507-12514
   Abstract »    Full Text »    PDF »
Ongoing Adaptive Evolution of ASPM, a Brain Size Determinant in Homo sapiens.
N. Mekel-Bobrov, S. L. Gilbert, P. D. Evans, E. J. Vallender, J. R. Anderson, R. R. Hudson, S. A. Tishkoff, and B. T. Lahn (2005)
Science 309, 1720-1722
   Abstract »    Full Text »    PDF »
Genetic Influences on Health: Does Race Matter?.
M. Bamshad (2005)
JAMA 294, 937-946
   Abstract »    Full Text »    PDF »
Recovering the geographic origin of early modern humans by realistic and spatially explicit simulations.
N. Ray, M. Currat, P. Berthier, and L. Excoffier (2005)
Genome Res. 15, 1161-1167
   Abstract »    Full Text »    PDF »
Examining Population Stratification via Individual Ancestry Estimates versus Self-Reported Race.
J. S. Barnholtz-Sloan, R. Chakraborty, T. A. Sellers, and A. G. Schwartz (2005)
Cancer Epidemiol. Biomarkers Prev. 14, 1545-1551
   Abstract »    Full Text »    PDF »
Bayesian models for the analysis of genetic structure when populations are correlated.
R. Fu, D. K. Dey, and K. E. Holsinger (2005)
Bioinformatics 21, 1516-1529
   Abstract »    Full Text »    PDF »
Adipose tissue in muscle: a novel depot similar in size to visceral adipose tissue.
D. Gallagher, P. Kuznia, S. Heshka, J. Albu, S. B Heymsfield, B. Goodpaster, M. Visser, and T. B Harris (2005)
Am. J. Clinical Nutrition 81, 903-910
   Abstract »    Full Text »    PDF »
Discovering the Full Spectrum of Cardiovascular Disease: Minority Health Summit 2003: Report of the Basic Science Writing Group.
I. J. Benjamin, D. K. Arnett, and J. Loscalzo (2005)
Circulation 111, e120-e123
   Full Text »    PDF »
Whole-Genome Patterns of Common DNA Variation in Three Human Populations.
D. A. Hinds, L. L. Stuve, G. B. Nilsen, E. Halperin, E. Eskin, D. G. Ballinger, K. A. Frazer, and D. R. Cox (2005)
Science 307, 1072-1079
   Abstract »    Full Text »    PDF »
Genetic Linkage of Prostate Cancer Risk to the Chromosome 3 Region Bearing FHIT.
G. P. Larson, Y. Ding, L. S-C. Cheng, C. Lundberg, V. Gagalang, G. Rivas, L. Geller, J. Weitzel, D. MacDonald, J. Archambeau, et al. (2005)
Cancer Res. 65, 805-814
   Abstract »    Full Text »    PDF »
Population Structure and Breeding Patterns of 145 U.S. Rice Cultivars Based on SSR Marker Analysis.
H. Lu, M. A. Redus, J. R. Coburn, J. N. Rutger, S. R. McCouch, and T. H. Tai (2005)
Crop Sci. 45, 66-76
   Abstract »    Full Text »    PDF »
Population structure in Pseudoroegneria spicata (Poaceae: Triticeae) modeled by Bayesian clustering of AFLP genotypes.
S. R. Larson, T. A. Jones, and K. B. Jensen (2004)
Am. J. Botany 91, 1789-1801
   Abstract »    Full Text »    PDF »
Common variation in BRCA2 and breast cancer risk: a haplotype-based analysis in the Multiethnic Cohort.
M. L. Freedman, K. L. Penney, D. O. Stram, L. Le Marchand, J. N. Hirschhorn, L. N. Kolonel, D. Altshuler, B. E. Henderson, and C. A. Haiman (2004)
Hum. Mol. Genet. 13, 2431-2441
   Abstract »    Full Text »    PDF »
Evidence for Gradients of Human Genetic Diversity Within and Among Continents.
D. Serre and S. Paabo (2004)
Genome Res. 14, 1679-1685
   Abstract »    Full Text »    PDF »
Genome Scans of DNA