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PMID: 18670650 Published · epublish English Comparative Study Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Patterns of positive selection in six Mammalian genomes.

PLoS genetics ·Vol. 4 ·No. 8 ·2008-08-01 ·Pages e1000144

Kosiol C, Vinar T, da Fonseca RR, Hubisz MJ, Bustamante CD, Nielsen R, Siepel A

Abstract

Genome-wide scans for positively selected genes (PSGs) in mammals have provided insight into the dynamics of genome evolution, the genetic basis of differences between species, and the functions of individual genes. However, previous scans have been limited in power and accuracy owing to small numbers of available genomes. Here we present the most comprehensive examination of mammalian PSGs to date, using the six high-coverage genome assemblies now available for eutherian mammals. The increased phylogenetic depth of this dataset results in substantially improved statistical power, and permits several new lineage- and clade-specific tests to be applied. Of approximately 16,500 human genes with high-confidence orthologs in at least two other species, 400 genes showed significant evidence of positive selection (FDR<0.05), according to a standard likelihood ratio test. An additional 144 genes showed evidence of positive selection on particular lineages or clades. As in previous studies, the identified PSGs were enriched for roles in defense/immunity, chemosensory perception, and reproduction, but enrichments were also evident for more specific functions, such as complement-mediated immunity and taste perception. Several pathways were strongly enriched for PSGs, suggesting possible co-evolution of interacting genes. A novel Bayesian analysis of the possible "selection histories" of each gene indicated that most PSGs have switched multiple times between positive selection and nonselection, suggesting that positive selection is often episodic. A detailed analysis of Affymetrix exon array data indicated that PSGs are expressed at significantly lower levels, and in a more tissue-specific manner, than non-PSGs. Genes that are specifically expressed in the spleen, testes, liver, and breast are significantly enriched for PSGs, but no evidence was found for an enrichment for PSGs among brain-specific genes. This study provides additional evidence for widespread positive selection in mammalian evolution and new genome-wide insights into the functional implications of positive selection.

MeSH Terms
Animals Bayes Theorem Databases, Genetic Dogs Evolution, Molecular Gene Expression Genome Humans Likelihood Functions Macaca mulatta Mammals/classification,genetics Mice Pan troglodytes Phylogeny Primates Rats Rodentia Selection, Genetic Sequence Alignment
Authors & Affiliations
7 authors, click to expand affiliations / ORCID
Kosiol Carolin
Department of Biological Statistics and Computational Biology, Cornell University, Ithaca, New York, United States of America.
Vinar Tomás
da Fonseca Rute R
Hubisz Melissa J
Bustamante Carlos D
Nielsen Rasmus
Siepel Adam
Conflict of Interest

The authors have declared that no competing interests exist.

References (87)
87 references, click to expand
  1. Modeling the site-specific variation of selection patterns along lineages.
    Proc Natl Acad Sci U S A. 2004 Aug 31;101(35):12957-62 PMID: 15326304
  2. Structure of acid-sensing ion channel 1 at 1.9 A resolution and low pH.
    Nature. 2007 Sep 20;449(7160):316-23 PMID: 17882215
  3. The molecular clock may be an episodic clock.
    Proc Natl Acad Sci U S A. 1984 Dec;81(24):8009-13 PMID: 6595674
  4. Spectrum of mutations in alpha-mannosidosis.
    Am J Hum Genet. 1999 Jan;64(1):77-88 PMID: 9915946
  5. The receptors for mammalian sweet and umami taste.
    Cell. 2003 Oct 31;115(3):255-66 PMID: 14636554
  6. PANTHER: a browsable database of gene products organized by biological function, using curated protein family and subfamily classification.
    Nucleic Acids Res. 2003 Jan 1;31(1):334-41 PMID: 12520017
  7. 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
  8. 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
  9. Estimating ancestral population sizes and divergence times.
    Genetics. 2003 Jan;163(1):395-404 PMID: 12586724
  10. Neurotensin and neurotensin receptors.
    Trends Pharmacol Sci. 1999 Jul;20(7):302-9 PMID: 10390649
  11. Genomic structure and mapping of the chromosomal gene for transcobalamin I (TCN1): comparison to human intrinsic factor.
    Genomics. 1992 Mar;12(3):459-64 PMID: 1463480
  12. Dominant and recessive deafness caused by mutations of a novel gene, TMC1, required for cochlear hair-cell function.
    Nat Genet. 2002 Mar;30(3):277-84 PMID: 11850618
  13. Immunoglobulin A (IgA) is a natural ligand of hepatitis A virus cellular receptor 1 (HAVCR1), and the association of IgA with HAVCR1 enhances virus-receptor interactions.
    J Virol. 2007 Apr;81(7):3437-46 PMID: 17229699
  14. Population genetics without intraspecific data.
    Mol Biol Evol. 2007 Aug;24(8):1667-77 PMID: 17470435
  15. Distinct genomic signatures of adaptation in pre- and postnatal environments during human evolution.
    Proc Natl Acad Sci U S A. 2008 Mar 4;105(9):3215-20 PMID: 18305157
  16. Mutations in the gene encoding GlyT2 (SLC6A5) define a presynaptic component of human startle disease.
    Nat Genet. 2006 Jul;38(7):801-6 PMID: 16751771
  17. Accelerated evolution of nervous system genes in the origin of Homo sapiens.
    Cell. 2004 Dec 29;119(7):1027-40 PMID: 15620360
  18. Dynamic evolution of the innate immune system in Drosophila.
    Nat Genet. 2007 Dec;39(12):1461-8 PMID: 17987029
  19. The UCSC Known Genes.
    Bioinformatics. 2006 May 1;22(9):1036-46 PMID: 16500937
  20. Promoter regions of many neural- and nutrition-related genes have experienced positive selection during human evolution.
    Nat Genet. 2007 Sep;39(9):1140-4 PMID: 17694055
  21. Diet and the evolution of human amylase gene copy number variation.
    Nat Genet. 2007 Oct;39(10):1256-60 PMID: 17828263
  22. From genomics to chemical genomics: new developments in KEGG.
    Nucleic Acids Res. 2006 Jan 1;34(Database issue):D354-7 PMID: 16381885
  23. Mammalian sperm proteins are rapidly evolving: evidence of positive selection in functionally diverse genes.
    Mol Biol Evol. 2002 Nov;19(11):1973-80 PMID: 12411606
  24. Neuromedin U is involved in nociceptive reflexes and adaptation to environmental stimuli in mice.
    Biochem Biophys Res Commun. 2004 Oct 15;323(2):615-20 PMID: 15369794
  25. Codon-substitution models for detecting molecular adaptation at individual sites along specific lineages.
    Mol Biol Evol. 2002 Jun;19(6):908-17 PMID: 12032247
  26. Summaries of Affymetrix GeneChip probe level data.
    Nucleic Acids Res. 2003 Feb 15;31(4):e15 PMID: 12582260
  27. Aligning multiple genomic sequences with the threaded blockset aligner.
    Genome Res. 2004 Apr;14(4):708-15 PMID: 15060014
  28. Population genomics: whole-genome analysis of polymorphism and divergence in Drosophila simulans.
    PLoS Biol. 2007 Nov 6;5(11):e310 PMID: 17988176
  29. Genome sequence, comparative analysis and haplotype structure of the domestic dog.
    Nature. 2005 Dec 8;438(7069):803-19 PMID: 16341006
  30. Gene ontology: tool for the unification of biology. The Gene Ontology Consortium.
    Nat Genet. 2000 May;25(1):25-9 PMID: 10802651
  31. Structures of T Cell immunoglobulin mucin receptors 1 and 2 reveal mechanisms for regulation of immune responses by the TIM receptor family.
    Immunity. 2007 Mar;26(3):299-310 PMID: 17363299
  32. Evolution's cauldron: duplication, deletion, and rearrangement in the mouse and human genomes.
    Proc Natl Acad Sci U S A. 2003 Sep 30;100(20):11484-9 PMID: 14500911
  33. The TIM gene family: emerging roles in immunity and disease.
    Nat Rev Immunol. 2003 Jun;3(6):454-62 PMID: 12776205
  34. Episodic adaptive evolution of primate lysozymes.
    Nature. 1997 Jan 9;385(6612):151-4 PMID: 8990116
  35. Natural selection on protein-coding genes in the human genome.
    Nature. 2005 Oct 20;437(7062):1153-7 PMID: 16237444
  36. NCBI Reference Sequence (RefSeq): a curated non-redundant sequence database of genomes, transcripts and proteins.
    Nucleic Acids Res. 2005 Jan 1;33(Database issue):D501-4 PMID: 15608248
  37. Human and mouse proteases: a comparative genomic approach.
    Nat Rev Genet. 2003 Jul;4(7):544-58 PMID: 12838346
  38. A map of recent positive selection in the human genome.
    PLoS Biol. 2006 Mar;4(3):e72 PMID: 16494531
  39. Initial sequence of the chimpanzee genome and comparison with the human genome.
    Nature. 2005 Sep 1;437(7055):69-87 PMID: 16136131
  40. A haplotype map of the human genome.
    Nature. 2005 Oct 27;437(7063):1299-320 PMID: 16255080
  41. Exon arrays provide accurate assessments of gene expression.
    Genome Biol. 2007;8(5):R82 PMID: 17504534
  42. Why highly expressed proteins evolve slowly.
    Proc Natl Acad Sci U S A. 2005 Oct 4;102(40):14338-43 PMID: 16176987
  43. Evolutionary and biomedical insights from the rhesus macaque genome.
    Science. 2007 Apr 13;316(5822):222-34 PMID: 17431167
  44. Genomic divergences between humans and other hominoids and the effective population size of the common ancestor of humans and chimpanzees.
    Am J Hum Genet. 2001 Feb;68(2):444-56 PMID: 11170892
  45. Adaptive evolution of conserved noncoding elements in mammals.
    PLoS Genet. 2007 Sep;3(9):1572-86 PMID: 17845075
  46. Localizing recent adaptive evolution in the human genome.
    PLoS Genet. 2007 Jun;3(6):e90 PMID: 17542651
  47. Orthology, paralogy and proposed classification for paralog subtypes.
    Trends Genet. 2002 Dec;18(12):619-20 PMID: 12446146
  48. Evolution of genes and genomes on the Drosophila phylogeny.
    Nature. 2007 Nov 8;450(7167):203-18 PMID: 17994087
  49. Evolution of protein-coding genes in Drosophila.
    Trends Genet. 2008 Mar;24(3):114-23 PMID: 18249460
  50. Specificity in protein interactions and its relationship with sequence diversity and coevolution.
    Proc Natl Acad Sci U S A. 2007 May 8;104(19):7999-8004 PMID: 17468399
  51. Strong evolutionary conservation of broadly expressed protein isoforms in the troponin I gene family and other vertebrate gene families.
    J Mol Evol. 1996 Jun;42(6):631-40 PMID: 8662015
  52. Bayes empirical bayes inference of amino acid sites under positive selection.
    Mol Biol Evol. 2005 Apr;22(4):1107-18 PMID: 15689528
  53. Rate of evolution in brain-expressed genes in humans and other primates.
    PLoS Biol. 2007 Feb;5(2):e13 PMID: 17194215
  54. Genome-wide midrange transcription profiles reveal expression level relationships in human tissue specification.
    Bioinformatics. 2005 Mar 1;21(5):650-9 PMID: 15388519
  55. The evolution and genomic landscape of CGB1 and CGB2 genes.
    Mol Cell Endocrinol. 2007 Jan 2;260-262:2-11 PMID: 17055150
  56. Methods to detect selection in populations with applications to the human.
    Annu Rev Genomics Hum Genet. 2000;1:539-59 PMID: 11701640
  57. Multiple hypothesis testing to detect lineages under positive selection that affects only a few sites.
    Mol Biol Evol. 2007 May;24(5):1219-28 PMID: 17339634
  58. More genes underwent positive selection in chimpanzee evolution than in human evolution.
    Proc Natl Acad Sci U S A. 2007 May 1;104(18):7489-94 PMID: 17449636
  59. Cancer immunotherapy targeting Sp17: when should the laboratory findings be translated to the clinics?
    Am J Hematol. 2005 Sep;80(1):6-11 PMID: 16138340
  60. The Vertebrate Genome Annotation (Vega) database.
    Nucleic Acids Res. 2005 Jan 1;33(Database issue):D459-65 PMID: 15608237
  61. Molecular signatures of natural selection.
    Annu Rev Genet. 2005;39:197-218 PMID: 16285858
  62. Evidence for widespread degradation of gene control regions in hominid genomes.
    PLoS Biol. 2005 Feb;3(2):e42 PMID: 15678168
  63. PAML: a program package for phylogenetic analysis by maximum likelihood.
    Comput Appl Biosci. 1997 Oct;13(5):555-6 PMID: 9367129
  64. Positive selection, relaxation, and acceleration in the evolution of the human and chimp genome.
    PLoS Comput Biol. 2006 Apr;2(4):e38 PMID: 16683019
  65. The maltase-glucoamylase gene: common ancestry to sucrase-isomaltase with complementary starch digestion activities.
    Proc Natl Acad Sci U S A. 2003 Feb 4;100(3):1432-7 PMID: 12547908
  66. Estimating the distribution of selection coefficients from phylogenetic data with applications to mitochondrial and viral DNA.
    Mol Biol Evol. 2003 Aug;20(8):1231-9 PMID: 12777508
  67. Did brain-specific genes evolve faster in humans than in chimpanzees?
    Trends Genet. 2006 Nov;22(11):608-13 PMID: 16978728
  68. Proceedings of the SMBE Tri-National Young Investigators' Workshop 2005. Lineage-specific expansions and contractions of the bitter taste receptor gene repertoire in vertebrates.
    Mol Biol Evol. 2006 May;23(5):964-72 PMID: 16484289
  69. Evaluation of an improved branch-site likelihood method for detecting positive selection at the molecular level.
    Mol Biol Evol. 2005 Dec;22(12):2472-9 PMID: 16107592
  70. Genomic regions exhibiting positive selection identified from dense genotype data.
    Genome Res. 2005 Nov;15(11):1553-65 PMID: 16251465
  71. Initial sequencing and analysis of the human genome.
    Nature. 2001 Feb 15;409(6822):860-921 PMID: 11237011
  72. Genome sequence of the Brown Norway rat yields insights into mammalian evolution.
    Nature. 2004 Apr 1;428(6982):493-521 PMID: 15057822
  73. Demographic histories and patterns of linkage disequilibrium in Chinese and Indian rhesus macaques.
    Science. 2007 Apr 13;316(5822):240-3 PMID: 17431170
  74. Forces shaping the fastest evolving regions in the human genome.
    PLoS Genet. 2006 Oct 13;2(10):e168 PMID: 17040131
  75. 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
  76. Positive selection in the evolution of cancer.
    Biol Rev Camb Philos Soc. 2006 Aug;81(3):407-24 PMID: 16762098
  77. The gut-brain peptide neuromedin U is involved in the mammalian circadian oscillator system.
    Biochem Biophys Res Commun. 2004 May 21;318(1):156-61 PMID: 15110767
  78. Pervasive adaptive evolution among interactors of the Drosophila hybrid inviability gene, Nup96.
    Mol Biol Evol. 2007 Jan;24(1):306-14 PMID: 17056646
  79. p53 regulates maternal reproduction through LIF.
    Nature. 2007 Nov 29;450(7170):721-4 PMID: 18046411
  80. Positive selection on the human genome.
    Hum Mol Genet. 2004 Oct 1;13 Spec No 2:R245-54 PMID: 15358731
  81. Expression profiling in primates reveals a rapid evolution of human transcription factors.
    Nature. 2006 Mar 9;440(7081):242-5 PMID: 16525476
  82. Recent and ongoing selection in the human genome.
    Nat Rev Genet. 2007 Nov;8(11):857-68 PMID: 17943193
  83. Determinants of substitution rates in mammalian genes: expression pattern affects selection intensity but not mutation rate.
    Mol Biol Evol. 2000 Jan;17(1):68-74 PMID: 10666707
  84. A scan for positively selected genes in the genomes of humans and chimpanzees.
    PLoS Biol. 2005 Jun;3(6):e170 PMID: 15869325
  85. The power of phylogenetic comparison in revealing protein function.
    Proc Natl Acad Sci U S A. 2005 Mar 1;102(9):3179-80 PMID: 15728394
  86. Inferring nonneutral evolution from human-chimp-mouse orthologous gene trios.
    Science. 2003 Dec 12;302(5652):1960-3 PMID: 14671302
  87. Initial sequencing and comparative analysis of the mouse genome.
    Nature. 2002 Dec 5;420(6915):520-62 PMID: 12466850
Article Info
Journal
PLoS genetics
Abbr.
PLoS Genet
ISSN
1553-7404
Published
2008-08-01
Epub
2008-00-01
Pages
e1000144
Language
English
Region
United States
NLM ID
101239074
PMCID
PMC2483296
Subset
IM
Grants
NHGRI NIH HHS · R01 HG003229 · United States
NHGRI NIH HHS · R01 HG003229-03 · United States
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