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PMID: 20008396 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Review

Genome-wide scans for footprints of natural selection.

Oleksyk TK, Smith MW, O'Brien SJ

Abstract

Detecting recent selected 'genomic footprints' applies directly to the discovery of disease genes and in the imputation of the formative events that molded modern population genetic structure. The imprints of historic selection/adaptation episodes left in human and animal genomes allow one to interpret modern and ancestral gene origins and modifications. Current approaches to reveal selected regions applied in genome-wide selection scans (GWSSs) fall into eight principal categories: (I) phylogenetic footprinting, (II) detecting increased rates of functional mutations, (III) evaluating divergence versus polymorphism, (IV) detecting extended segments of linkage disequilibrium, (V) evaluating local reduction in genetic variation, (VI) detecting changes in the shape of the frequency distribution (spectrum) of genetic variation, (VII) assessing differentiating between populations (F(ST)), and (VIII) detecting excess or decrease in admixture contribution from one population. Here, we review and compare these approaches using available human genome-wide datasets to provide independent verification (or not) of regions found by different methods and using different populations. The lessons learned from GWSSs will be applied to identify genome signatures of historic selective pressures on genes and gene regions in other species with emerging genome sequences. This would offer considerable potential for genome annotation in functional, developmental and evolutionary contexts.

MeSH Terms
Animals Base Sequence Evolution, Molecular Genetic Variation Genome, Human Genome-Wide Association Study/methods Humans Phylogeny Selection, Genetic
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Oleksyk Taras K
Biology Department, University of Puerto Rico at Mayaguez, Mayaguez 00681, Puerto Rico. taras.oleksyk@upr.edu
Smith Michael W
O'Brien Stephen J
References (153)
153 references, click to expand
  1. Gain-of-function amino acid substitutions drive positive selection of FGFR2 mutations in human spermatogonia.
    Proc Natl Acad Sci U S A. 2005 Apr 26;102(17):6051-6 PMID: 15840724
  2. Human genes that limit AIDS.
    Nat Genet. 2004 Jun;36(6):565-74 PMID: 15167933
  3. SLC24A5, a putative cation exchanger, affects pigmentation in zebrafish and humans.
    Science. 2005 Dec 16;310(5755):1782-6 PMID: 16357253
  4. Natural selection and population history in the human angiotensinogen gene (AGT): 736 complete AGT sequences in chromosomes from around the world.
    Am J Hum Genet. 2004 May;74(5):898-916 PMID: 15077204
  5. Likelihood models for detecting positively selected amino acid sites and applications to the HIV-1 envelope gene.
    Genetics. 1998 Mar;148(3):929-36 PMID: 9539414
  6. Worldwide polymorphism at the MC1R locus and normal pigmentation variation in humans.
    Peptides. 2005 Oct;26(10):1901-8 PMID: 15979202
  7. Nucleotide diversity and population differentiation of the melanocortin 1 receptor gene, MC1R.
    BMC Genet. 2008 Apr 10;9:31 PMID: 18402696
  8. Initial sequence and comparative analysis of the cat genome.
    Genome Res. 2007 Nov;17(11):1675-89 PMID: 17975172
  9. Genetic signatures of strong recent positive selection at the lactase gene.
    Am J Hum Genet. 2004 Jun;74(6):1111-20 PMID: 15114531
  10. Global landscape of recent inferred Darwinian selection for Homo sapiens.
    Proc Natl Acad Sci U S A. 2006 Jan 3;103(1):135-40 PMID: 16371466
  11. Melanocortin receptor 1 (MC1R) mutations and coat color in pigs.
    Genetics. 1998 Nov;150(3):1177-85 PMID: 9799269
  12. Interrogating a high-density SNP map for signatures of natural selection.
    Genome Res. 2002 Dec;12(12):1805-14 PMID: 12466284
  13. Rapid evolution and gene-specific patterns of selection for three genes of spermatogenesis in Drosophila.
    Mol Biol Evol. 2006 Mar;23(3):655-62 PMID: 16357040
  14. The human CC chemokine receptor 5 (CCR5) gene. Multiple transcripts with 5'-end heterogeneity, dual promoter usage, and evidence for polymorphisms within the regulatory regions and noncoding exons.
    J Biol Chem. 1997 Dec 5;272(49):30662-71 PMID: 9388201
  15. The limits of selection during maize domestication.
    Nature. 1999 Mar 18;398(6724):236-9 PMID: 10094045
  16. Adaptive protein evolution at the Adh locus in Drosophila.
    Nature. 1991 Jun 20;351(6328):652-4 PMID: 1904993
  17. Selection in the making: a worldwide survey of haplotypic diversity around a causative mutation in porcine IGF2.
    Genetics. 2008 Mar;178(3):1639-52 PMID: 18245828
  18. Dating the origin of the CCR5-Delta32 AIDS-resistance allele by the coalescence of haplotypes.
    Am J Hum Genet. 1998 Jun;62(6):1507-15 PMID: 9585595
  19. Human populations show reduced DNA sequence variation at the factor IX locus.
    Curr Biol. 2001 May 15;11(10):774-8 PMID: 11378388
  20. Hitchhiking under positive Darwinian selection.
    Genetics. 2000 Jul;155(3):1405-13 PMID: 10880498
  21. MC1R: three novel variants identified in a malignant melanoma association study in the Spanish population.
    Carcinogenesis. 2007 Aug;28(8):1659-64 PMID: 17434924
  22. Combining evidence of natural selection with association analysis increases power to detect malaria-resistance variants.
    Am J Hum Genet. 2007 Aug;81(2):234-42 PMID: 17668374
  23. DNA polymorphism and selection at the melanocortin-1 receptor gene in normally pigmented southern African individuals.
    Ann N Y Acad Sci. 2003 Jun;994:299-306 PMID: 12851329
  24. Significant admixture linkage disequilibrium across 30 cM around the FY locus in African Americans.
    Am J Hum Genet. 2000 Mar;66(3):969-78 PMID: 10712211
  25. Multiple glucose 6-phosphate dehydrogenase-deficient variants correlate with malaria endemicity in the Vanuatu archipelago (southwestern Pacific).
    Am J Hum Genet. 1995 Jan;56(1):294-301 PMID: 7825590
  26. Mapping by admixture linkage disequilibrium: advances, limitations and guidelines.
    Nat Rev Genet. 2005 Aug;6(8):623-32 PMID: 16012528
  27. Genomic scans for selective sweeps using SNP data.
    Genome Res. 2005 Nov;15(11):1566-75 PMID: 16251466
  28. Haplotype diversity and linkage disequilibrium at human G6PD: recent origin of alleles that confer malarial resistance.
    Science. 2001 Jul 20;293(5529):455-62 PMID: 11423617
  29. Global survey of genetic variation in CCR5, RANTES, and MIP-1alpha: impact on the epidemiology of the HIV-1 pandemic.
    Proc Natl Acad Sci U S A. 2001 Apr 24;98(9):5199-204 PMID: 11320252
  30. Linkage disequilibrium in admixed populations: applications in gene mapping.
    J Hered. 1994 Jan-Feb;85(1):59-63 PMID: 8120361
  31. VISTA : visualizing global DNA sequence alignments of arbitrary length.
    Bioinformatics. 2000 Nov;16(11):1046-7 PMID: 11159318
  32. Synonymous and nonsynonymous rate variation in nuclear genes of mammals.
    J Mol Evol. 1998 Apr;46(4):409-18 PMID: 9541535
  33. Human pigmentation variation: evolution, genetic basis, and implications for public health.
    Am J Phys Anthropol. 2007;Suppl 45:85-105 PMID: 18046745
  34. The genetics of pigmentation: from fancy genes to complex traits.
    Trends Genet. 1996 Aug;12(8):299-305 PMID: 8783939
  35. The Duffy blood groups, vivax malaria, and malaria selection in human populations: a review.
    Hum Biol. 1984 Sep;56(3):413-25 PMID: 6386656
  36. A missense mutation in the gene for melanocyte-stimulating hormone receptor (MC1R) is associated with the chestnut coat color in horses.
    Mamm Genome. 1996 Dec;7(12):895-9 PMID: 8995760
  37. Drift, admixture, and selection in human evolution: a study with DNA polymorphisms.
    Proc Natl Acad Sci U S A. 1991 Feb 1;88(3):839-43 PMID: 1992475
  38. Genome 10K: a proposal to obtain whole-genome sequence for 10,000 vertebrate species.
    J Hered. 2009 Nov-Dec;100(6):659-74 PMID: 19892720
  39. Genomic insights into positive selection.
    Trends Genet. 2006 Aug;22(8):437-46 PMID: 16808986
  40. The geographic spread of the CCR5 Delta32 HIV-resistance allele.
    PLoS Biol. 2005 Nov;3(11):e339 PMID: 16216086
  41. Structure of the chromosomal gene and cDNAs coding for lactase-phlorizin hydrolase in humans with adult-type hypolactasia or persistence of lactase.
    Am J Hum Genet. 1991 May;48(5):889-902 PMID: 1902057
  42. Identifying selected regions from heterozygosity and divergence using a light-coverage genomic dataset from two human populations.
    PLoS One. 2008 Mar 05;3(3):e1712 PMID: 18320033
  43. The T allele of a single-nucleotide polymorphism 13.9 kb upstream of the lactase gene (LCT) (C-13.9kbT) does not predict or cause the lactase-persistence phenotype in Africans.
    Am J Hum Genet. 2004 Jun;74(6):1102-10 PMID: 15106124
  44. Identifying adaptive genetic divergence among populations from genome scans.
    Mol Ecol. 2004 Apr;13(4):969-80 PMID: 15012769
  45. Letters to the editors: Testing the heterogeneity of F values.
    Genetics. 1975 Jun;80(2):397-8 PMID: 1132692
  46. An upstream polymorphism associated with lactase persistence has increased enhancer activity.
    Gastroenterology. 2003 Dec;125(6):1686-94 PMID: 14724821
  47. Every genome sequence needs a good map.
    Genome Res. 2009 Nov;19(11):1925-8 PMID: 19596977
  48. The testis-specific apoptosis related gene TTL.6 underwent adaptive evolution in the lineage leading to humans.
    Gene. 2006 Mar 29;370:58-63 PMID: 16443334
  49. Lactase haplotype diversity in the Old World.
    Am J Hum Genet. 2001 Jan;68(1):160-172 PMID: 11095994
  50. Genome sequence, comparative analysis and haplotype structure of the domestic dog.
    Nature. 2005 Dec 8;438(7069):803-19 PMID: 16341006
  51. Positive selection of primate TRIM5alpha identifies a critical species-specific retroviral restriction domain.
    Proc Natl Acad Sci U S A. 2005 Feb 22;102(8):2832-7 PMID: 15689398
  52. The deltaccr5 mutation conferring protection against HIV-1 in Caucasian populations has a single and recent origin in Northeastern Europe.
    Hum Mol Genet. 1998 Mar;7(3):399-406 PMID: 9466996
  53. Contrasting evolutionary histories of two introns of the duchenne muscular dystrophy gene, Dmd, in humans.
    Genetics. 2000 Aug;155(4):1855-64 PMID: 10924480
  54. Genome-wide detection and characterization of positive selection in human populations.
    Nature. 2007 Oct 18;449(7164):913-8 PMID: 17943131
  55. Genetic restriction of HIV-1 infection and progression to AIDS by a deletion allele of the CKR5 structural gene. Hemophilia Growth and Development Study, Multicenter AIDS Cohort Study, Multicenter Hemophilia Cohort Study, San Francisco City Cohort, ALIVE Study.
    Science. 1996 Sep 27;273(5283):1856-62 PMID: 8791590
  56. Natural selection and the evolutionary history of major histocompatibility complex loci.
    Front Biosci. 1998 May 26;3:d509-16 PMID: 9601106
  57. Host switch leads to emergence of Plasmodium vivax malaria in humans.
    Mol Biol Evol. 2005 Aug;22(8):1686-93 PMID: 15858201
  58. ECR Browser: a tool for visualizing and accessing data from comparisons of multiple vertebrate genomes.
    Nucleic Acids Res. 2004 Jul 1;32(Web Server issue):W280-6 PMID: 15215395
  59. Natural selection on protein-coding genes in the human genome.
    Nature. 2005 Oct 20;437(7062):1153-7 PMID: 16237444
  60. A map of recent positive selection in the human genome.
    PLoS Biol. 2006 Mar;4(3):e72 PMID: 16494531
  61. The signature of positive selection at randomly chosen loci.
    Genetics. 2002 Mar;160(3):1179-89 PMID: 11901132
  62. Initial sequence of the chimpanzee genome and comparison with the human genome.
    Nature. 2005 Sep 1;437(7055):69-87 PMID: 16136131
  63. A haplotype map of the human genome.
    Nature. 2005 Oct 27;437(7063):1299-320 PMID: 16255080
  64. Molecular evolution of FOXP2, a gene involved in speech and language.
    Nature. 2002 Aug 22;418(6900):869-72 PMID: 12192408
  65. Microsatellite variation and evolution of the human Duffy blood group polymorphism.
    Mol Biol Evol. 2002 Oct;19(10):1802-6 PMID: 12270907
  66. Human DNA sequence variation in a 6.6-kb region containing the melanocortin 1 receptor promoter.
    Genetics. 2001 Jul;158(3):1253-68 PMID: 11454772
  67. Evidence for selective advantage of pathogenic FGFR2 mutations in the male germ line.
    Science. 2003 Aug 1;301(5633):643-6 PMID: 12893942
  68. The causal element for the lactase persistence/non-persistence polymorphism is located in a 1 Mb region of linkage disequilibrium in Europeans.
    Ann Hum Genet. 2003 Jul;67(Pt 4):298-311 PMID: 12914565
  69. Positive natural selection in the human lineage.
    Science. 2006 Jun 16;312(5780):1614-20 PMID: 16778047
  70. Recent genetic selection in the ancestral admixture of Puerto Ricans.
    Am J Hum Genet. 2007 Sep;81(3):626-33 PMID: 17701908
  71. Contrasting histories of G6PD molecular evolution and malarial resistance in humans and chimpanzees.
    Mol Biol Evol. 2006 Aug;23(8):1592-601 PMID: 16751255
  72. The effect of genetic variation in chemokines and their receptors on HIV transmission and progression to AIDS.
    Immunol Rev. 2000 Oct;177:99-111 PMID: 11138790
  73. Detecting recent positive selection in the human genome from haplotype structure.
    Nature. 2002 Oct 24;419(6909):832-7 PMID: 12397357
  74. A test of neutral molecular evolution based on nucleotide data.
    Genetics. 1987 May;116(1):153-9 PMID: 3110004
  75. Genetic determinants of hair, eye and skin pigmentation in Europeans.
    Nat Genet. 2007 Dec;39(12):1443-52 PMID: 17952075
  76. Novel alleles of the chemokine-receptor gene CCR5.
    Am J Hum Genet. 1997 Dec;61(6):1261-7 PMID: 9399903
  77. Pigmentation phenotypes of variant extension locus alleles result from point mutations that alter MSH receptor function.
    Cell. 1993 Mar 26;72(6):827-34 PMID: 8458079
  78. Comprehensive evaluation of allele frequency differences of MC1R variants across populations.
    Hum Mutat. 2007 May;28(5):495-505 PMID: 17279550
  79. CYP3A variation and the evolution of salt-sensitivity variants.
    Am J Hum Genet. 2004 Dec;75(6):1059-69 PMID: 15492926
  80. Convergent adaptation of human lactase persistence in Africa and Europe.
    Nat Genet. 2007 Jan;39(1):31-40 PMID: 17159977
  81. Positive selection in the human genome: from genome scans to biological significance.
    Annu Rev Genomics Hum Genet. 2008;9:143-60 PMID: 18505377
  82. Positive selection on a human-specific transcription factor binding site regulating IL4 expression.
    Curr Biol. 2003 Dec 2;13(23):2118-23 PMID: 14654003
  83. High polymorphism at the human melanocortin 1 receptor locus.
    Genetics. 1999 Apr;151(4):1547-57 PMID: 10101176
  84. Lactase persistence DNA variant enhances lactase promoter activity in vitro: functional role as a cis regulatory element.
    Hum Mol Genet. 2003 Sep 15;12(18):2333-40 PMID: 12915462
  85. Evidence for variable selective pressures at MC1R.
    Am J Hum Genet. 2000 Apr;66(4):1351-61 PMID: 10733465
  86. Melanocortin-1 receptor structure and functional regulation.
    Pigment Cell Res. 2005 Dec;18(6):393-410 PMID: 16280005
  87. Correcting for ascertainment biases when analyzing SNP data: applications to the estimation of linkage disequilibrium.
    Theor Popul Biol. 2003 May;63(3):245-55 PMID: 12689795
  88. TRPV6 exhibits unusual patterns of polymorphism and divergence in worldwide populations.
    Hum Mol Genet. 2006 Jul 1;15(13):2106-13 PMID: 16717058
  89. Melanocortin 1 receptor variants in an Irish population.
    J Invest Dermatol. 1998 Jul;111(1):119-22 PMID: 9665397
  90. The genetic architecture of selection at the human dopamine receptor D4 (DRD4) gene locus.
    Am J Hum Genet. 2004 May;74(5):931-44 PMID: 15077199
  91. Evidence that the adaptive allele of the brain size gene microcephalin introgressed into Homo sapiens from an archaic Homo lineage.
    Proc Natl Acad Sci U S A. 2006 Nov 28;103(48):18178-83 PMID: 17090677
  92. Spread of an inactive form of caspase-12 in humans is due to recent positive selection.
    Am J Hum Genet. 2006 Apr;78(4):659-70 PMID: 16532395
  93. Simulating genealogies of selected alleles in a population of variable size.
    Genet Res. 2001 Aug;78(1):49-57 PMID: 11556137
  94. Nucleotide variability at G6pd and the signature of malarial selection in humans.
    Genetics. 2002 Dec;162(4):1849-61 PMID: 12524354
  95. Of mice and men: phylogenetic footprinting aids the discovery of regulatory elements.
    J Biol. 2003;2(2):11 PMID: 12814519
  96. Local adaptation and population differentiation at the interleukin 13 and interleukin 4 loci.
    Genes Immun. 2004 Aug;5(5):389-97 PMID: 15215888
  97. A scan for linkage disequilibrium across the human genome.
    Genetics. 1999 Aug;152(4):1711-22 PMID: 10430595
  98. The coding sequence of Duffy blood group gene in humans and simians: restriction fragment length polymorphism, antibody and malarial parasite specificities, and expression in nonerythroid tissues in Duffy-negative individuals.
    Blood. 1995 Feb 1;85(3):615-21 PMID: 7833466
  99. From malaria to chemokine receptor: the emerging physiologic role of the Duffy blood group antigen.
    Blood. 1997 May 1;89(9):3077-91 PMID: 9129009
  100. Evidence of positive selection acting at the human dopamine receptor D4 gene locus.
    Proc Natl Acad Sci U S A. 2002 Jan 8;99(1):309-14 PMID: 11756666
  101. Detection of the signature of natural selection in humans: evidence from the Duffy blood group locus.
    Am J Hum Genet. 2000 May;66(5):1669-79 PMID: 10762551
  102. Sub-Saharan African coding sequence variation and haplotype diversity at the NAT2 gene.
    Hum Mutat. 2006 Jul;27(7):720 PMID: 16786516
  103. Genome-wide screen for asthma in Puerto Ricans: evidence for association with 5q23 region.
    Hum Genet. 2008 Jun;123(5):455-68 PMID: 18401594
  104. Population-based study of natural variation in the melanocortin-1 receptor gene and melanoma.
    Cancer Res. 2006 Sep 15;66(18):9330-7 PMID: 16982779
  105. Complex signatures of natural selection at the Duffy blood group locus.
    Am J Hum Genet. 2002 Feb;70(2):369-83 PMID: 11753822
  106. A second generation human haplotype map of over 3.1 million SNPs.
    Nature. 2007 Oct 18;449(7164):851-61 PMID: 17943122
  107. Red hair is the null phenotype of MC1R.
    Hum Mutat. 2008 Aug;29(8):E88-94 PMID: 18484624
  108. Genetic variant of lactase-persistent C/T-13910 is associated with bone fractures in very old age.
    J Am Geriatr Soc. 2005 Jan;53(1):79-82 PMID: 15667380
  109. CCR5 deficiency increases risk of symptomatic West Nile virus infection.
    J Exp Med. 2006 Jan 23;203(1):35-40 PMID: 16418398
  110. Molecular genetics and evolution of melanism in the cat family.
    Curr Biol. 2003 Mar 4;13(5):448-53 PMID: 12620197
  111. G6PD deficiency.
    Blood. 1994 Dec 1;84(11):3613-36 PMID: 7949118
  112. The nature of diversity and diversification at the ABO locus.
    Blood. 2003 Oct 15;102(8):3035-42 PMID: 12829588
  113. Regional localization of the lactase-phlorizin hydrolase gene, LCT, to chromosome 2q21.
    Ann Hum Genet. 1993 Jul;57(3):179-85 PMID: 8257087
  114. Genomic regions exhibiting positive selection identified from dense genotype data.
    Genome Res. 2005 Nov;15(11):1553-65 PMID: 16251465
  115. Long-range LD can confound genome scans in admixed populations.
    Am J Hum Genet. 2008 Jul;83(1):132-5; author reply 135-9 PMID: 18606306
  116. A strong signature of balancing selection in the 5' cis-regulatory region of CCR5.
    Proc Natl Acad Sci U S A. 2002 Aug 6;99(16):10539-44 PMID: 12149450
  117. Admixture as a tool for finding linked genes and detecting that difference from allelic association between loci.
    Proc Natl Acad Sci U S A. 1988 Dec;85(23):9119-23 PMID: 3194414
  118. The genetical structure of populations.
    Ann Eugen. 1951 Mar;15(4):323-54 PMID: 24540312
  119. Evaluating plague and smallpox as historical selective pressures for the CCR5-Delta 32 HIV-resistance allele.
    Proc Natl Acad Sci U S A. 2003 Dec 9;100(25):15276-9 PMID: 14645720
  120. Initial sequencing and analysis of the human genome.
    Nature. 2001 Feb 15;409(6822):860-921 PMID: 11237011
  121. Disruption of a GATA motif in the Duffy gene promoter abolishes erythroid gene expression in Duffy-negative individuals.
    Nat Genet. 1995 Jun;10(2):224-8 PMID: 7663520
  122. Genetics of HIV-1 infection: chemokine receptor CCR5 polymorphism and its consequences.
    Hum Mol Genet. 1999;8(10):1939-45 PMID: 10469847
  123. Molecular evolution of the brain size regulator genes CDK5RAP2 and CENPJ.
    Gene. 2006 Jun 21;375:75-9 PMID: 16631324
  124. Positive selection in MAOA gene is human exclusive: determination of the putative amino acid change selected in the human lineage.
    Hum Genet. 2004 Oct;115(5):377-86 PMID: 15349769
  125. Evidence for positive selection and population structure at the human MAO-A gene.
    Proc Natl Acad Sci U S A. 2002 Jan 22;99(2):862-7 PMID: 11805333
  126. Sequence variation and haplotype structure at the human HFE locus.
    Genetics. 2002 Aug;161(4):1609-23 PMID: 12196404
  127. Identification of a variant associated with adult-type hypolactasia.
    Nat Genet. 2002 Feb;30(2):233-7 PMID: 11788828
  128. Disentangling the effects of demography and selection in human history.
    Mol Biol Evol. 2005 Jan;22(1):63-73 PMID: 15356276
  129. How malaria has affected the human genome and what human genetics can teach us about malaria.
    Am J Hum Genet. 2005 Aug;77(2):171-92 PMID: 16001361
  130. Letters to the editors: Lewontin-Krakauer test for neutral genes.
    Genetics. 1975 Jun;80(2):395 PMID: 1132690
  131. Structurally different alleles of the ath-MIR824 microRNA precursor are maintained at high frequency in Arabidopsis thaliana.
    Proc Natl Acad Sci U S A. 2008 Jul 1;105(26):8994-9 PMID: 18579782
  132. Possible epistatic role of ADH7 in the protection against alcoholism.
    Am J Med Genet B Neuropsychiatr Genet. 2004 Apr 1;126B(1):19-22 PMID: 15048643
  133. Molecular analysis of a new splice variant of the human melanocortin-1 receptor.
    FEBS Lett. 1999 May 21;451(2):137-41 PMID: 10371153
  134. T-13910 DNA variant associated with lactase persistence interacts with Oct-1 and stimulates lactase promoter activity in vitro.
    Hum Mol Genet. 2005 Dec 15;14(24):3945-53 PMID: 16301215
  135. Genetic acceleration of AIDS progression by a promoter variant of CCR5.
    Science. 1998 Dec 4;282(5395):1907-11 PMID: 9836644
  136. Detection of the CCR5-Delta32 HIV resistance gene in Bronze Age skeletons.
    Genes Immun. 2005 Jun;6(4):371-4 PMID: 15815693
  137. Positive selection on MMP3 regulation has shaped heart disease risk.
    Curr Biol. 2004 Sep 7;14(17):1531-9 PMID: 15341739
  138. The hitch-hiking effect of a favourable gene.
    Genet Res. 1974 Feb;23(1):23-35 PMID: 4407212
  139. Statistical method for testing the neutral mutation hypothesis by DNA polymorphism.
    Genetics. 1989 Nov;123(3):585-95 PMID: 2513255
  140. Algorithms for phylogenetic footprinting.
    J Comput Biol. 2002;9(2):211-23 PMID: 12015878
  141. Functional variation of MC1R alleles from red-haired individuals.
    Hum Mol Genet. 2001 Oct 1;10(21):2397-402 PMID: 11689486
  142. Melanocortin 1 receptor variation in the domestic dog.
    Mamm Genome. 2000 Jan;11(1):24-30 PMID: 10602988
  143. Geographic and haplotype structure of candidate type 2 diabetes susceptibility variants at the calpain-10 locus.
    Am J Hum Genet. 2002 May;70(5):1096-106 PMID: 11891618
  144. Sequence diversity and haplotype structure at the human CYP3A cluster.
    Pharmacogenomics J. 2006 Mar-Apr;6(2):105-14 PMID: 16314882
  145. Simple methods for testing the molecular evolutionary clock hypothesis.
    Genetics. 1993 Oct;135(2):599-607 PMID: 8244016
  146. A high-density admixture map for disease gene discovery in african americans.
    Am J Hum Genet. 2004 May;74(5):1001-13 PMID: 15088270
  147. A genomewide admixture map for Latino populations.
    Am J Hum Genet. 2007 Jun;80(6):1024-36 PMID: 17503322
  148. The case for selection at CCR5-Delta32.
    PLoS Biol. 2005 Nov;3(11):e378 PMID: 16248677
  149. A global perspective on genetic variation at the ADH genes reveals unusual patterns of linkage disequilibrium and diversity.
    Am J Hum Genet. 2002 Jul;71(1):84-99 PMID: 12050823
  150. Recent and ongoing selection in the human genome.
    Nat Rev Genet. 2007 Nov;8(11):857-68 PMID: 17943193
  151. Distribution of gene frequency as a test of the theory of the selective neutrality of polymorphisms.
    Genetics. 1973 May;74(1):175-95 PMID: 4711903
  152. Statistical tests of neutrality of mutations.
    Genetics. 1993 Mar;133(3):693-709 PMID: 8454210
  153. Ongoing adaptive evolution of ASPM, a brain size determinant in Homo sapiens.
    Science. 2005 Sep 9;309(5741):1720-2 PMID: 16151010
Article Info
Journal
Philosophical transactions of the Royal Society of London. Series B, Biological sciences
Abbr.
Philos Trans R Soc Lond B Biol Sci
ISSN
1471-2970
Published
2010-01-12
Pages
185-205
Language
English
Region
England
NLM ID
7503623
PMCID
PMC2842710
Subset
IM
Grants
NCI NIH HHS · N01-CO-12 400 · United States
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