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Signatures of Environmental Genetic Adaptation Pinpoint Pathogens as the Main Selective Pressure through Human Evolution


Previous genome-wide scans of positive natural selection in humans have identified a number of non-neutrally evolving genes that play important roles in skin pigmentation, metabolism, or immune function. Recent studies have also shown that a genome-wide pattern of local adaptation can be detected by identifying correlations between patterns of allele frequencies and environmental variables. Despite these observations, the degree to which natural selection is primarily driven by adaptation to local environments, and the role of pathogens or other ecological factors as selective agents, is still under debate. To address this issue, we correlated the spatial allele frequency distribution of a large sample of SNPs from 55 distinct human populations to a set of environmental factors that describe local geographical features such as climate, diet regimes, and pathogen loads. In concordance with previous studies, we detected a significant enrichment of genic SNPs, and particularly non-synonymous SNPs associated with local adaptation. Furthermore, we show that the diversity of the local pathogenic environment is the predominant driver of local adaptation, and that climate, at least as measured here, only plays a relatively minor role. While background demography by far makes the strongest contribution in explaining the genetic variance among populations, we detected about 100 genes which show an unexpectedly strong correlation between allele frequencies and pathogenic environment, after correcting for demography. Conversely, for diet regimes and climatic conditions, no genes show a similar correlation between the environmental factor and allele frequencies. This result is validated using low-coverage sequencing data for multiple populations. Among the loci targeted by pathogen-driven selection, we found an enrichment of genes associated to autoimmune diseases, such as celiac disease, type 1 diabetes, and multiples sclerosis, which lends credence to the hypothesis that some susceptibility alleles for autoimmune diseases may be maintained in human population due to past selective processes.


Vyšlo v časopise: Signatures of Environmental Genetic Adaptation Pinpoint Pathogens as the Main Selective Pressure through Human Evolution. PLoS Genet 7(11): e32767. doi:10.1371/journal.pgen.1002355
Kategorie: Research Article
prolekare.web.journal.doi_sk: https://doi.org/10.1371/journal.pgen.1002355

Souhrn

Previous genome-wide scans of positive natural selection in humans have identified a number of non-neutrally evolving genes that play important roles in skin pigmentation, metabolism, or immune function. Recent studies have also shown that a genome-wide pattern of local adaptation can be detected by identifying correlations between patterns of allele frequencies and environmental variables. Despite these observations, the degree to which natural selection is primarily driven by adaptation to local environments, and the role of pathogens or other ecological factors as selective agents, is still under debate. To address this issue, we correlated the spatial allele frequency distribution of a large sample of SNPs from 55 distinct human populations to a set of environmental factors that describe local geographical features such as climate, diet regimes, and pathogen loads. In concordance with previous studies, we detected a significant enrichment of genic SNPs, and particularly non-synonymous SNPs associated with local adaptation. Furthermore, we show that the diversity of the local pathogenic environment is the predominant driver of local adaptation, and that climate, at least as measured here, only plays a relatively minor role. While background demography by far makes the strongest contribution in explaining the genetic variance among populations, we detected about 100 genes which show an unexpectedly strong correlation between allele frequencies and pathogenic environment, after correcting for demography. Conversely, for diet regimes and climatic conditions, no genes show a similar correlation between the environmental factor and allele frequencies. This result is validated using low-coverage sequencing data for multiple populations. Among the loci targeted by pathogen-driven selection, we found an enrichment of genes associated to autoimmune diseases, such as celiac disease, type 1 diabetes, and multiples sclerosis, which lends credence to the hypothesis that some susceptibility alleles for autoimmune diseases may be maintained in human population due to past selective processes.


Zdroje

1. WhiteTDAsfawBDeGustaDGilbertHRichardsGD 2003 Pleistocene homo sapiens from middle awash, ethiopia. Nature 423 6941 742 747

2. HarrisEEMeyerD 2006 The molecular signature of selection underlying human adaptations. Am J Phys Anthropol Suppl 43 89 130

3. BalaresquePLBallereauSJJoblingMA 2007 Challenges in human genetic diversity: Demographic history and adaptation. Hum Mol Genet 16 Spec No.2:R134-9

4. VoightBFKudaravalliSWenXPritchardJK 2006 A map of recent positive selection in the human genome. PLoS Biol 4 e72 doi:10.1371/journal.pbio.0040072

5. AlonsoSIzagirreNSmith-ZubiagaIGardeazabalJDiaz-RamonJL 2008 Complex signatures of selection for the melanogenic loci TYR, TYRP1 and DCT in humans. BMC Evol Biol 8 74

6. IzagirreNGarciaIJunqueraCde la RuaCAlonsoS 2006 A scan for signatures of positive selection in candidate loci for skin pigmentation in humans. Mol Biol Evol 23 9 1697 1706

7. PickrellJKCoopGNovembreJKudaravalliSLiJZ 2009 Signals of recent positive selection in a worldwide sample of human populations. Genome Res 19 5 826 837

8. WilliamsonSHHubiszMJClarkAGPayseurBABustamanteCD 2007 Localizing recent adaptive evolution in the human genome. PLoS Genet 3 e90 doi:10.1371/journal.pgen.0030090

9. CarlsonCSThomasDJEberleMASwansonJELivingstonRJ 2005 Genomic regions exhibiting positive selection identified from dense genotype data. Genome Res 15 11 1553 1565

10. NielsenRWilliamsonSKimYHubiszMJClarkAG 2005 Genomic scans for selective sweeps using SNP data. Genome Res 15 11 1566 1575

11. SabetiPCReichDEHigginsJMLevineHZRichterDJ 2002 Detecting recent positive selection in the human genome from haplotype structure. Nature 419 6909 832 837

12. SabetiPCVarillyPFryBLohmuellerJHostetterE 2007 Genome-wide detection and characterization of positive selection in human populations. Nature 449 7164 913 918

13. AkeyJMZhangGZhangKJinLShriverMD 2002 Interrogating a high-density SNP map for signatures of natural selection. Genome Res 12 12 1805 1814

14. BarreiroLBLavalGQuachHPatinEQuintana-MurciL 2008 Natural selection has driven population differentiation in modern humans. Nat Genet 40 3 340 345

15. ChenHPattersonNReichD 2010 Population differentiation as a test for selective sweeps. Genome Res 20 3 393 402

16. GrossmanSRShylakhterIKarlssonEKByrneEHMoralesS 2010 A composite of multiple signals distinguishes causal variants in regions of positive selection. Science 327 5967 883 886

17. PritchardJKPickrellJKCoopG 2010 The genetics of human adaptation: Hard sweeps, soft sweeps, and polygenic adaptation. Curr Biol 20 4 R208 15

18. PrzeworskiMCoopGWallJD 2005 The signature of positive selection on standing genetic variation. Evolution 59 11 2312 2323

19. HancockAMAlkorta-AranburuGWitonskyDBDi RienzoA 2010 Adaptations to new environments in humans: The role of subtle allele frequency shifts. Philos Trans R Soc Lond B Biol Sci 365 1552 2459 2468

20. YoungJHChangYPKimJDChretienJPKlagMJ 2005 Differential susceptibility to hypertension is due to selection during the out-of-africa expansion. PLoS Genet 1 e82 doi:10.1371/journal.pgen.0010082

21. HancockAMWitonskyDBGordonASEshelGPritchardJK 2008 Adaptations to climate in candidate genes for common metabolic disorders. PLoS Genet 4 e32 doi:10.1371/journal.pgen.0040032

22. HancockAMWitonskyDBEhlerEAlkorta-AranburuGBeallC 2010 Colloquium paper: Human adaptations to diet, subsistence, and ecoregion are due to subtle shifts in allele frequency. Proc Natl Acad Sci U S A 107 Suppl 2:8924-8930

23. CaglianiRRivaSBiasinMFumagalliMPozzoliU 2010 Genetic diversity at endoplasmic reticulum aminopeptidases is maintained by balancing selection and is associated with natural resistance to HIV-1 infection. Hum Mol Genet

24. FumagalliMCaglianiRRivaSPozzoliUBiasinM 2010 Population genetics of IFIH1: Ancient population structure, local selection and implications for susceptibility to type 1 diabetes. Mol Biol Evol

25. FumagalliMCaglianiRPozzoliURivaSComiGP 2009 Widespread balancing selection and pathogen-driven selection at blood group antigen genes. Genome Res 19 2 199 212

26. FumagalliMCaglianiRPozzoliURivaSComiGP 2009 A population genetics study of the familial mediterranean fever gene: Evidence of balancing selection under an overdominance regime. Genes Immun 10 8 678 686

27. FumagalliMPozzoliUCaglianiRComiGPRivaS 2009 Parasites represent a major selective force for interleukin genes and shape the genetic predisposition to autoimmune conditions. J Exp Med 206 6 1395 1408

28. CaglianiRFumagalliMRivaSPozzoliUComiGP 2008 The signature of long-standing balancing selection at the human defensin beta-1 promoter. Genome Biol 9 9 R143

29. BamshadMJMummidiSGonzalezEAhujaSSDunnDM 2002 A strong signature of balancing selection in the 5′ cis-regulatory region of CCR5. Proc Natl Acad Sci U S A 99 16 10539 10544

30. BarreiroLBBen-AliMQuachHLavalGPatinE 2009 Evolutionary dynamics of human toll-like receptors and their different contributions to host defense. PLoS Genet 5 e1000562 doi:10.1371/journal.pgen.1000562

31. Ferrer-AdmetllaABoschESikoraMMarques-BonetTRamirez-SorianoA 2008 Balancing selection is the main force shaping the evolution of innate immunity genes. J Immunol 181 2 1315 1322

32. VerrelliBCMcDonaldJHArgyropoulosGDestro-BisolGFromentA 2002 Evidence for balancing selection from nucleotide sequence analyses of human G6PD. Am J Hum Genet 71 5 1112 1128 10.1086/344345

33. BarreiroLBPatinENeyrollesOCannHMGicquelB 2005 The heritage of pathogen pressures and ancient demography in the human innate-immunity CD209/CD209L region. Am J Hum Genet 77 5 869 886

34. SabetiPCSchaffnerSFFryBLohmuellerJVarillyP 2006 Positive natural selection in the human lineage. Science 312 5780 1614 1620

35. BustamanteCDFledel-AlonAWilliamsonSNielsenRHubiszMT 2005 Natural selection on protein-coding genes in the human genome. Nature 437 7062 1153 1157

36. NielsenRBustamanteCClarkAGGlanowskiSSacktonTB 2005 A scan for positively selected genes in the genomes of humans and chimpanzees. PLoS Biol 3 e170 doi:10.1371/journal.pbio.0030170

37. AndresAMDennisMYKretzschmarWWCannonsJLLee-LinSQ 2010 Balancing selection maintains a form of ERAP2 that undergoes nonsense-mediated decay and affects antigen presentation. PLoS Genet 6 e1001157 doi:10.1371/journal.pgen.1001157

38. BarreiroLBQuintana-MurciL 2010 From evolutionary genetics to human immunology: How selection shapes host defence genes. Nat Rev Genet 11 1 17 30

39. PrugnolleFManicaACharpentierMGueganJFGuernierV 2005 Pathogen-driven selection and worldwide HLA class I diversity. Curr Biol 15 11 1022 1027

40. FumagalliMPozzoliUCaglianiRComiGPBresolinN 2010 Genome-wide identification of susceptibility alleles for viral infections through a population genetics approach. PLoS Genet 6 e1000849 doi:10.1371/journal.pgen.1000849

41. PozzoliUFumagalliMCaglianiRComiGPBresolinN 2010 The role of protozoa-driven selection in shaping human genetic variability. Trends Genet

42. FumagalliMPozzoliUCaglianiRComiGPBresolinN 2010 The landscape of human genes involved in the immune response to parasitic worms. BMC Evol Biol 10 264

43. SironiMClericiM 2010 The hygiene hypothesis: An evolutionary perspective. Microbes Infect 12 6 421 427

44. Di RienzoA 2006 Population genetics models of common diseases. Curr Opin Genet Dev 16 6 630 636

45. Di RienzoAHudsonRR 2005 An evolutionary framework for common diseases: The ancestral-susceptibility model. Trends Genet 21 11 596 601 10.1016/j.tig.2005.08.007

46. CoopGPickrellJKNovembreJKudaravalliSLiJ 2009 The role of geography in human adaptation. PLoS Genet 5 e1000500 doi:10.1371/journal.pgen.1000500

47. GuernierVHochbergMEGueganJF 2004 Ecology drives the worldwide distribution of human diseases. PLoS Biol 2 e141 doi:10.1371/journal.pbio.0020141

48. HandleyLJManicaAGoudetJBallouxF 2007 Going the distance: Human population genetics in a clinal world. Trends Genet 23 9 432 439

49. MantelN 1967 The detection of disease clustering and a generalized regression approach. Cancer Res 27 2 209 220

50. 1000 Genomes Project Consortium, Durbin RM, Abecasis GR, Altshuler DL, Auton A, et al. 2010 A map of human genome variation from population-scale sequencing. Nature 467 7319 1061 1073

51. NielsenR 2000 Estimation of population parameters and recombination rates from single nucleotide polymorphisms. Genetics 154 2 931 942

52. NielsenRSignorovitchJ 2003 Correcting for ascertainment biases when analyzing SNP data: Applications to the estimation of linkage disequilibrium. Theor Popul Biol 63 3 245 255

53. ClarkAGHubiszMJBustamanteCDWilliamsonSHNielsenR 2005 Ascertainment bias in studies of human genome-wide polymorphism. Genome Res 15 11 1496 1502

54. AlbrechtsenANielsenFCNielsenR 2010 Ascertainment biases in SNP chips affect measures of population divergence. Mol Biol Evol 27 11 2534 2547

55. CalafellFRoubinetFRamirez-SorianoASaitouNBertranpetitJ 2008 Evolutionary dynamics of the human ABO gene. Hum Genet 124 2 123 135

56. GagneuxPVarkiA 1999 Evolutionary considerations in relating oligosaccharide diversity to biological function. Glycobiology 9 8 747 755

57. CaglianiRFumagalliMBiasinMPiacentiniLRivaS 2010 Long-term balancing selection maintains trans-specific polymorphisms in the human TRIM5 gene. Hum Genet

58. JohnsonWESawyerSL 2009 Molecular evolution of the antiretroviral TRIM5 gene. Immunogenetics 61 3 163 176

59. OhAinleMKernsJAMalikHSEmermanM 2006 Adaptive evolution and antiviral activity of the conserved mammalian cytidine deaminase APOBEC3H. J Virol 80 8 3853 3862

60. SawyerSLEmermanMMalikHS 2004 Ancient adaptive evolution of the primate antiviral DNA-editing enzyme APOBEC3G. PLoS Biol 2 e275 doi:10.1371/journal.pbio.0020275

61. SempleCAMaxwellAGautierPKilanowskiFMEastwoodH 2005 The complexity of selection at the major primate beta-defensin locus. BMC Evol Biol 5 1 32

62. KwiatkowskiDP 2005 How malaria has affected the human genome and what human genetics can teach us about malaria. Am J Hum Genet 77 2 171 192

63. MorensDMFolkersGKFauciAS 2004 The challenge of emerging and re-emerging infectious diseases. Nature 430 6996 242 249

64. KappC 1999 WHO warns of microbial threat. Lancet 353 9171 2222

65. DunneDWCookeA 2005 A worm's eye view of the immune system: Consequences for evolution of human autoimmune disease. Nat Rev Immunol 5 5 420 426

66. KaneMCaseLKWangCYurkovetskiyLDikiyS 2011 Innate immune sensing of retroviral infection via toll-like receptor 7 occurs upon viral entry. Immunity 35 1 135 145

67. Cohen-PoradosuRMcLoughlinRMLeeJCKasperDL 2011 Bacteroides fragilis-stimulated interleukin-10 contains expanding disease. J Infect Dis 204 3 363 371

68. KordesMMatuschewskiKHafallaJC 2011 Caspase-1 activation of IL-1{beta} and IL18 is dispensable for the induction of experimental cerebral malaria. Infect Immun

69. PuneetPMcGrathMATayHKAl-RiyamiLRzepeckaJ 2011 The helminth product ES-62 protects against septic shock via toll-like receptor 4-dependent autophagosomal degradation of the adaptor MyD88. Nat Immunol 12 8 804 804a

70. AkiraSUematsuSTakeuchiO 2006 Pathogen recognition and innate immunity. Cell 124 4 783 801

71. De TrezCBraitMLeoOAebischerTTorrenteraFA 2004 Myd88-dependent in vivo maturation of splenic dendritic cells induced by leishmania donovani and other leishmania species. Infect Immun 72 2 824 832

72. de VeerMJCurtisJMBaldwinTMDiDonatoJASextonA 2003 MyD88 is essential for clearance of leishmania major: Possible role for lipophosphoglycan and toll-like receptor 2 signaling. Eur J Immunol 33 10 2822 2831

73. StrachanDP 1989 Hay fever, hygiene, and household size. BMJ 299 6710 1259 1260

74. HancockAMWitonskyDBAlkorta-AranburuGBeallCMGebremedhinA 2011 Adaptations to climate-mediated selective pressures in humans. PLoS Genet 7 e1001375 doi:10.1371/journal.pgen.1001375

75. LiJZAbsherDMTangHSouthwickAMCastoAM 2008 Worldwide human relationships inferred from genome-wide patterns of variation. Science 319 5866 1100 1104

76. RosenbergNA 2006 Standardized subsets of the HGDP-CEPH human genome diversity cell line panel, accounting for atypical and duplicated samples and pairs of close relatives. Ann Hum Genet 70(Pt 6) 841 847

77. AltshulerDMGibbsRAPeltonenLAltshulerDM International HapMap 3 Consortium 2010 Integrating common and rare genetic variation in diverse human populations. Nature 467 7311 52 58

78. CeredaMSironiMCavalleriMPozzoliU 2011 GeCo++: A C++ library for genomic features computation and annotation in the presence of variants. Bioinformatics 27 9 1313 1315

79. ThorntonK 2003 Libsequence: A C++ class library for evolutionary genetic analysis. Bioinformatics 19 17 2325 2327

80. WoldSSjöströmaMErikssonL 2001 PLS-regression: A basic tool of chemometrics. Chemom Intell Lab Syst 58 2 109 130

81. MevikBHWehrensR 2007 The pls package: Principal component and partial least squares regression in R. J Stat Soft 18 2 1 24

82. CentnerVMassartD 1996 Elimination of uninformative variables for multivariate calibration. Anal Chem 68 21 3851 3858

83. ErikssonLJaworskaJWorthAPCroninMTMcDowellRM 2003 Methods for reliability and uncertainty assessment and for applicability evaluations of classification- and regression-based QSARs. Environ Health Perspect 111 10 1361 1375

84. ErikssonLJohanssonEKettaneh-WoldNTryggJWikströmC 2006 Multi- and megavariate data analysis. basic principles and applications. Umetrics AB

85. KeinanAReichD 2010 Human population differentiation is strongly correlated with local recombination rate. PLoS Genet 6 e1000886 doi:10.1371/journal.pgen.1000886

86. KeinanAMullikinJCPattersonNReichD 2007 Measurement of the human allele frequency spectrum demonstrates greater genetic drift in east asians than in europeans. Nat Genet 39 10 1251 1255

87. WeirBSCockerhamCC 1984 Estimating F-statistics for the analysis of population structure. Evolution 38 6 1358 1370

88. KongAGudbjartssonDFSainzJJonsdottirGMGudjonssonSA 2002 A high-resolution recombination map of the human genome. Nat Genet 31 3 241 247

89. ReynoldsJWeirBSCockerhamCC 1983 Estimation of the coancestry coefficient: Basis for a short-term genetic distance. Genetics 105 3 767 779

90. SmousePELongJCSokalRR 1986 Multiple regression and correlation extensions of the mantel test of matrix correspondence. Syst Biol 35 4 627 632

91. KnijnenburgTAWesselsLFReindersMJShmulevichI 2009 Fewer permutations, more accurate P-values. Bioinformatics 25 12 i161 8

92. Villasenor-AlvaJAGonzalez-EstradaE 2009 A bootstrap goodness of fit test for the generalized pareto distribution. Comput Stat Data an 53 11 3835 3841

93. BenjaminiYYekutieliD 2001 The control of false discovery rate in multiple testing under dependency. Ann Statist 29 4 1165 1188

94. CoopGWitonskyDDi RienzoAPritchardJK 2010 Using environmental correlations to identify loci underlying local adaptation. Genetics 185 4 1411 1423

95. StanleySMBaileyTLMattickJS 2006 GONOME: Measuring correlations between GO terms and genomic positions. BMC Bioinformatics 7 94

96. HindorffLASethupathyPJunkinsHARamosEMMehtaJP 2009 Potential etiologic and functional implications of genome-wide association loci for human diseases and traits. Proc Natl Acad Sci U S A 106 23 9362 9367

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