Identifying Regions of the Human Genome that Exhibit Evidence for Positive Selection

The recent availability of human genomic data has driven genome-wide scans for natural selection with different approaches based on comparative genetics and population genetics. Such studies have provided many candidates for targets of positive selection in the human genome, but the results should be interpreted with caution because of the inevitability of false positives. Here, approaches for identifying positive selection in the human genome are reviewed, and, especially, an up-to-date approach based on haplotype variation and linkage disequilibrium is explained in detail.

Keywords: positive selection; human genome; selective sweep; haplotype variation

Figure 1. Approaches for detecting natural selection and their applicable time scales.
Figure 2. Conservation of the haplotype harbouring a beneficial mutation.
Figure 3. Scheme of EHH. (a) Extended haplotypes. Dark and light grey boxes represent different alleles. Extended haplotypes are determined for each distance from the core SNP. (b) The decay of EHH. Relative EHH can be calculated at any arbitrary distance. X1, 100 kb of physical distance; X2, the point just before EHH for the test allele drops below 0.4 and X3, the point just after EHH for the test allele drops below 0.05. EHH can be integrated (iHH).
Figure 4. The patterns of EHHR/EHHT values around the selected loci. (a) The result of the simulation under neutrality. (b) The results of the simulations assuming the various frequencies (p) of the selected allele (2Nes=300). EHHR/EHHT values (y axis) of SNPs within 200 kb around the selected loci were counted for each bin of the allele frequency (x axis). Data from 500 replications were put together and counted.
Figure 5. Definition of blocks to cover the region under complete selective sweep in a population. (a) HH10.5. (b) HH10.9.
close
 References
    Akey JM, Zhang G, Zhang K, Jin L and Shriver MD (2002) Interrogating a high-density SNP map for signatures of natural selection. Genome Research 12: 1805–1814.
    Andres AM, Soldevila M, Navarro A et al. (2004) Positive selection in MAOA gene is human exclusive: determination of the putative amino acid change selected in the human lineage. Human Genetics 115: 377–386.
    Bersaglieri T, Sabeti PC, Patterson N et al. (2004) Genetic signatures of strong recent positive selection at the lactase gene. American Journal of Human Genetics 74: 1111–1120.
    Bustamante CD, Fledel-Alon A, Williamson S et al. (2005) Natural selection on protein-coding genes in the human genome. Nature 437: 1153–1157.
    Carlson CS, Thomas DJ, Eberle MA et al. (2005) Genomic regions exhibiting positive selection identified from dense genotype data. Genome Research 15: 1553–1565.
    Clark AG, Glanowski S, Nielsen R et al. (2003) Inferring nonneutral evolution from human-chimp-mouse orthologous gene trios. Science 302: 1960–1963.
    Currat M, Trabuchet G, Rees D et al. (2002) Molecular analysis of the beta-globin gene cluster in the Niokholo Mandenka population reveals a recent origin of the beta(S) Senegal mutation. American Journal of Human Genetics 70: 207–223.
    Ding YC, Chi HC, Grady DL et al. (2002) Evidence of positive selection acting at the human dopamine receptor D4 gene locus. Proceedings of the National Academy of Sciences of the USA 99: 309–314.
    Enard W, Przeworski M, Fisher SE et al. (2002) Molecular evolution of FOXP2, a gene involved in speech and language. Nature 418: 869–872.
    Enattah NS, Sahi T, Savilahti E et al. (2002) Identification of a variant associated with adult-type hypolactasia. Nature Genetics 30: 233–237.
    Fay JC and Wu CI (2000) Hitchhiking under positive Darwinian selection. Genetics 155: 1405–1413.
    other Fujimoto A, Kimura R, Ohashi J et al. (2008). A scan for genetic determinants of human hair morphology: EDAR is associated with Asian hair thickness. Human Molecular Genetics (in press).
    Fullerton SM, Bartoszewicz A, Ybazeta G et al. (2002) Geographic and haplotype structure of candidate type 2 diabetes susceptibility variants at the calpain-10 locus. American Journal of Human Genetics 70: 1096–1106.
    Gilad Y, Rosenberg S, Przeworski M, Lancet D and Skorecki K (2002) Evidence for positive selection and population structure at the human MAO-A gene. Proceedings of the National Academy of Sciences of the USA 99: 862–867.
    Hamblin MT and Di Rienzo A (2000) Detection of the signature of natural selection in humans: evidence from the Duffy blood group locus. American Journal of Human Genetics 66: 1669–1679.
    Hamblin MT, Thompson EE and Di Rienzo A (2002) Complex signatures of natural selection at the Duffy blood group locus. American Journal of Human Genetics 70: 369–383.
    Han Y, Gu S, Oota H et al. (2007) Evidence of positive selection on a class I ADH locus. American Journal of Human Genetics 80: 441–456.
    Hollox EJ, Poulter M, Zvarik M et al. (2001) Lactase haplotype diversity in the Old World. American Journal of Human Genetics 68: 160–172.
    Kelley JL, Madeoy J, Calhoun JC, Swanson W and Akey JM (2006) Genomic signatures of positive selection in humans and the limits of outlier approaches. Genome Research 16: 980–989.
    Kim Y and Stephan W (2002) Detecting a local signature of genetic hitchhiking along a recombining chromosome. Genetics 160: 765–777.
    Kimura R, Fujimoto A, Tokunaga K and Ohashi J (2007) A practical genome scan for population-specific strong selective sweeps that have reached fixation. PLoS ONE 2: e286.
    Lamason RL, Mohideen MA, Mest JR et al. (2005) SLC24A5, a putative cation exchanger, affects pigmentation in zebrafish and humans. Science 310: 1782–1786.
    Makova KD, Ramsay M, Jenkins T and Li WH (2001) Human DNA sequence variation in a 6.6-kb region containing the melanocortin 1 receptor promoter. Genetics 158: 1253–1268.
    McDonald JH and Kreitman M (1991) Adaptive protein evolution at the Adh locus in Drosophila. Nature 351: 652–654.
    Nakajima T, Wooding S, Sakagami T et al. (2004) Natural selection and population history in the human angiotensinogen gene (AGT): 736 complete AGT sequences in chromosomes from around the world. American Journal of Human Genetics 74: 898–916.
    Nakajima T, Wooding S, Satta Y et al. (2005) Evidence for natural selection in the HAVCR1 gene: high degree of amino-acid variability in the mucin domain of human HAVCR1 protein. Genes Immunity 6: 398–406.
    Nei M and Gojobori T (1986) Simple methods for estimating the numbers of synonymous and nonsynonymous nucleotide substitutions. Molecular Biology and Evolution 3: 418–426.
    Nielsen R, Bustamante C, Clark AG et al. (2005a) A scan for positively selected genes in the genomes of humans and chimpanzees. PLoS Biology 3: e170.
    Nielsen R, Williamson S, Kim Y et al. (2005b) Genomic scans for selective sweeps using SNP data. Genome Research 15: 1566–1575.
    Ohashi J, Naka I, Patarapotikul J et al. (2004) Extended linkage disequilibrium surrounding the hemoglobin E variant due to malarial selection. American Journal of Human Genetics 74: 1198–1208.
    Oota H, Pakstis AJ, Bonne-Tamir B et al. (2004) The evolution and population genetics of the ALDH2 locus: random genetic drift, selection, and low levels of recombination. Annals of Human Genetics 68: 93–109.
    Osier MV, Pakstis AJ, Soodyall H et al. (2002) A global perspective on genetic variation at the ADH genes reveals unusual patterns of linkage disequilibrium and diversity. American Journal of Human Genetics 71: 84–99.
    Rockman MV, Hahn MW, Soranzo N, Goldstein DB and Wray GA (2003) Positive selection on a human-specific transcription factor binding site regulating IL4 expression. Current Biology 13: 2118–2123.
    Sabeti PC, Reich DE, Higgins JM et al. (2002) Detecting recent positive selection in the human genome from haplotype structure. Nature 419: 832–837.
    Sabeti PC, Varilly P, Fry B et al. (2007) Genome-wide detection and characterization of positive selection in human populations. Nature 449: 913–918.
    Sabeti PC, Walsh E, Schaffner SF et al. (2005) The case for selection at CCR5-Delta32. PLoS Biology 3: e378.
    Soejima M, Tachida H, Ishida T, Sano A and Koda Y (2006) Evidence for recent positive selection at the human AIM1 locus in a European population. Molecular Biology and Evolution 23: 179–188.
    Stedman HH, Kozyak BW, Nelson A et al. (2004) Myosin gene mutation correlates with anatomical changes in the human lineage. Nature 428: 415–418.
    Stephens JC, Reich DE, Goldstein DB et al. (1998) Dating the origin of the CCR5-Delta32 AIDS-resistance allele by the coalescence of haplotypes. American Journal of Human Genetics 62: 1507–1515.
    Storz JF, Payseur BA and Nachman MW (2004) Genome scans of DNA variability in humans reveal evidence for selective sweeps outside of Africa. Molecular Biology and Evolution 21: 1800–1811.
    Tajima F (1989) Statistical method for testing the neutral mutation hypothesis by DNA polymorphism. Genetics 123: 585–595.
    Tang K, Thornton KR and Stoneking M (2007) A new approach for using genome scans to detect recent positive selection in the human genome. PLoS Biology 5: e171.
    Tang K, Wong LP, Lee EJ, Chong SS and Lee CG (2004) Genomic evidence for recent positive selection at the human MDR1 gene locus. Human Molecular Genetics 13: 783–797.
    Teshima KM, Coop G and Przeworski M (2006) How reliable are empirical genomic scans for selective sweeps? Genome Research 16: 702–712.
    The Chimpanzee Sequencing and Analysis Consortium (2005) Initial sequence of the chimpanzee genome and comparison with the human genome. Nature 437: 69–87.
    The International HapMap Consortium (2007) A second generation human haplotype map of over 3.1 million SNPs. Nature 449: 851–861.
    Thompson EE, Kuttab-Boulos H, Witonsky D et al. (2004) CYP3A variation and the evolution of salt-sensitivity variants. American Journal of Human Genetics 75: 1059–1069.
    Tishkoff SA, Varkonyi R, Cahinhinan N et al. (2001) Haplotype diversity and linkage disequilibrium at human G6PD: recent origin of alleles that confer malarial resistance. Science 293: 455–462.
    Vander Molen J, Frisse LM, Fullerton SM et al. (2005) Population genetics of CAPN10 and GPR35: implications for the evolution of type 2 diabetes variants. American Journal of Human Genetics 76: 548–560.
    Verrelli BC, McDonald JH, Argyropoulos G et al. (2002) Evidence for balancing selection from nucleotide sequence analyses of human G6PD. American Journal of Human Genetics 71: 1112–1128.
    Voight BF, Kudaravalli S, Wen X and Pritchard JK (2006) A map of recent positive selection in the human genome. PLoS Biology 4: e72.
    Wang E, Ding YC, Flodman P et al. (2004) The genetic architecture of selection at the human dopamine receptor D4 (DRD4) gene locus. American Journal of Human Genetics 74: 931–944.
    Wang ET, Kodama G, Baldi P and Moyzis RK (2006) Global landscape of recent inferred Darwinian selection for Homo sapiens. Proceedings of the National Academy of Sciences of the USA 103: 135–140.
    Williamson SH, Hubisz MJ, Clark AG et al. (2007) Localizing recent adaptive evolution in the human genome. PLoS Genetics 3: e90.
    Yoshiura K, Kinoshita A, Ishida T et al. (2006) A SNP in the ABCC11 gene is the determinant of human earwax type. Nature Genetics 38: 324–330.
    Zhou G, Zhai Y, Dong X et al. (2004) Haplotype structure and evidence for positive selection at the human IL13 locus. Molecular Biology and Evolution 21: 29–35.
    Zimmerman PA, Woolley I, Masinde GL et al. (1999) Emergence of FY*A(null) in a Plasmodium vivax-endemic region of Papua New Guinea. Proceedings of the National Academy of Sciences of the USA 96: 13973–13977.
 Further Reading
    Biswas S and Akey JM (2006) Genomic insights into positive selection. Trends in Genetics 22: 437–446.
    Nielsen R, Hellmann I, Hubisz M, Bustamante C and Clark AG (2007) Recent and ongoing selection in the human genome. Nature Reviews. Genetics 8: 857–868.
    Sabeti PC, Schaffner SF, Fry B et al. (2006) Positive natural selection in the human lineage. Science 312: 1614–1620.
Contact Editor close
Submit a note to the editor about this article by filling in the form below.

* Required Field

How to Cite close
Kimura, Ryosuke, and Ohashi, Jun(Jul 2008) Identifying Regions of the Human Genome that Exhibit Evidence for Positive Selection. In: eLS. John Wiley & Sons Ltd, Chichester. http://www.els.net [doi: 10.1002/9780470015902.a0020850]