The Impact of Divergence Time on the Nature of Population Structure: An Example from Iceland
The Icelandic population has been sampled in many disease association studies, providing a strong motivation to understand the structure of this population and its ramifications for disease gene mapping. Previous work using 40 microsatellites showed that the Icelandic population is relatively homogeneous, but exhibits subtle population structure that can bias disease association statistics. Here, we show that regional geographic ancestries of individuals from Iceland can be distinguished using 292,289 autosomal single-nucleotide polymorphisms (SNPs). We further show that subpopulation differences are due to genetic drift since the settlement of Iceland 1100 years ago, and not to varying contributions from different ancestral populations. A consequence of the recent origin of Icelandic population structure is that allele frequency differences follow a null distribution devoid of outliers, so that the risk of false positive associations due to stratification is minimal. Our results highlight an important distinction between population differences attributable to recent drift and those arising from more ancient divergence, which has implications both for association studies and for efforts to detect natural selection using population differentiation.
Vyšlo v časopise:
The Impact of Divergence Time on the Nature of Population Structure: An Example from Iceland. PLoS Genet 5(6): e32767. doi:10.1371/journal.pgen.1000505
Kategorie:
Research Article
prolekare.web.journal.doi_sk:
https://doi.org/10.1371/journal.pgen.1000505
Souhrn
The Icelandic population has been sampled in many disease association studies, providing a strong motivation to understand the structure of this population and its ramifications for disease gene mapping. Previous work using 40 microsatellites showed that the Icelandic population is relatively homogeneous, but exhibits subtle population structure that can bias disease association statistics. Here, we show that regional geographic ancestries of individuals from Iceland can be distinguished using 292,289 autosomal single-nucleotide polymorphisms (SNPs). We further show that subpopulation differences are due to genetic drift since the settlement of Iceland 1100 years ago, and not to varying contributions from different ancestral populations. A consequence of the recent origin of Icelandic population structure is that allele frequency differences follow a null distribution devoid of outliers, so that the risk of false positive associations due to stratification is minimal. Our results highlight an important distinction between population differences attributable to recent drift and those arising from more ancient divergence, which has implications both for association studies and for efforts to detect natural selection using population differentiation.
Zdroje
1. GrantSF
ThorleifssonG
ReynisdottirI
BenediktssonR
ManolescuA
2006 Variant of transcription factor 7-like 2 (TCF7L2) gene confers risk of type 2 diabetes. Nat Genet 38 320 323
2. AmundadottirLT
SulemP
GudmundssonJ
HelgasonA
BakerA
2006 A common variant associated with prostate cancer in European and African populations. Nat Genet 38 652 658
3. HelgadottirA
ThorleifssonG
ManolescuA
GretarsdottirS
BlondalT
2007 A common variant on chromosome 9p21 affects the risk of myocardial infarction. Science 316 1491 1493
4. GudbjartssonDF
ArnarDO
HelgadottirA
GretarsdottirS
HolmH
2007 Variants conferring risk of atrial fibrillation on chromosome 4q25. Nature 448 353 357
5. GudmundssonJ
SulemP
SteinthorsdottirV
BergthorssonJT
ThorleifssonG
2007 Two variants on chromosome 17 confer prostate cancer risk, and the one in TCF2 protects against type 2 diabetes. Nat Genet 39 977 983
6. ThorleifssonG
MagnussonKP
SulemP
WaltersGB
GudbjartssonDF
2007 Common sequence variants in the LOXL1 gene confer susceptibility to exfoliation glaucoma. Science 317 1397 1400
7. ThorgeirssonTE
GellerF
SulemP
RafnarT
WisteA
2008 A variant associated with nicotine dependence, lung cancer and peripheral arterial disease. Nature 452 638 642
8. GudbjartssonDF
SulemP
StaceySN
GoldsteinAM
RafnarT
2008 ASIP and TYR pigmentation variants associate with cutaneous melanoma and basal cell carcinoma. Nat Genet 40 886 891
9. HelgasonA
YngvadottirB
HrafnkelssonB
GulcherJ
StefanssonK
2005 An Icelandic example of the impact of population structure on association studies. Nat Genet 37 90 95
10. HelgasonA
SigurethardottirS
NicholsonJ
SykesB
HillEW
2000 Estimating Scandinavian and Gaelic ancestry in the male settlers of Iceland. Am J Hum Genet 67 697 717
11. HelgasonA
HickeyE
GoodacreS
BosnesV
StefanssonK
2001 mtDNA and the islands of the North Atlantic: estimating the proportions of Norse and Gaelic ancestry. Am J Hum Genet 68 723 737
12. HelgasonA
Lalueza-FoxC
GhoshS
SigurethardottirS
SampietroML
2009 Sequences from first settlers reveal rapid evolution in Icelandic mtDNA pool. PLoS Genet 5 e1000343 doi:10.1371/journal.pgen.1000343
13. PriceAL
ButlerJ
PattersonN
CapelliC
PascaliVL
2008 Discerning the ancestry of European Americans in genetic association studies. PLoS Genet 4 e236 doi:10.1371/journal.pgen.0030236
14. TianC
PlengeRM
RansomM
LeeA
VillosladaP
2008 Analysis and application of European genetic substructure using 300 K SNP information. PLoS Genet 4 e4 doi/10.1371/journal.pone.0003862
15. MenozziP
PiazzaA
Cavalli-SforzaL
1978 Synthetic maps of human gene frequencies in Europeans. Science 201 786 792
16. Cavalli-SforzaLL
MenozziP
PiazzaA
1994 The history and geography of human genes Princeton, NJ Princeton University Press
17. PattersonN
PriceAL
ReichD
2006 Population structure and eigenanalysis. PLoS Genet 2 e190 doi:10.1371/journal.pgen.0020190
18. NovembreJ
StephensM
2008 Interpreting principal component analyses of spatial population genetic variation. Nat Genet 40 646 649
19. NovembreJ
JohnsonT
BrycK
KutalikZ
BoykoAR
2008 Genes mirror geography within Europe. Nature 456 98 101
20. LaoO
LuTT
NothnagelM
JungeO
Freitag-WolfS
2008 Correlation between genetic and geographic structure in Europe. Curr Biol 18 1241 1248
21. HeathSC
GutIG
BrennanP
McKayJD
BenckoV
2008 Investigation of the fine structure of European populations with applications to disease association studies. Eur J Hum Genet 16 1413 1429
22. JakkulaE
RehnstromK
VariloT
PietilainenOP
PaunioT
2008 The genome-wide patterns of variation expose significant substructure in a founder population. Am J Hum Genet 83 787 794
23. WeirBS
CockerhamCC
1984 Estimating F-statistics for the analysis of population structure. Evolution 38 1358 1370
24. JonssonG
MagnussonMS
1997 Hagskinna: Icelandic historical statistics Reykjavík, Iceland Hagstofa Islands
25. PriceAL
PattersonNJ
PlengeRM
WeinblattME
ShadickNA
2006 Principal components analysis corrects for stratification in genome-wide association studies. Nat Genet 38 904 909
26. ClaytonDG
WalkerNM
SmythDJ
PaskR
CooperJD
2005 Population structure, differential bias and genomic control in a large-scale, case-control association study. Nat Genet 37 1243 1246
27. The International Hapmap Consortium 2007 A second generation human haplotype map of over 3.1 million SNPs. Nature 449 851 861
28. The Wellcome Trust Case Control Consortium 2007 Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls. Nature 447 661 678
29. ServiceS
DeYoungJ
KarayiorgouM
RoosJL
PretoriousH
2006 Magnitude and distribution of linkage disequilibrium in population isolates and implications for genome-wide association studies. Nat Genet 38 556 560
30. Yamaguchi-KabataY
NakazonoK
TakahashiA
SaitoS
HosonoN
2008 Japanese population structure, based on SNP genotypes from 7003 individuals compared to other ethnic groups: effects on population-based association studies. Am J Hum Genet 83 445 456
31. GudmunssonJ
SulemP
JohannssonO
SigurdssonH
HrafnkelssonH
2004 Geographic stratification in the ancestry of breast cancer patients and carriers of the BRCA2-999del5 founder mutation in Iceland [Poster abstract]. Presented at the 54th annual meeting of the American Society of Human Genetics, Toronto, Canada
32. StaceySN
SulemP
JohannssonOT
HelgasonA
GudmundssonJ
2006 The BARD1 Cys557Ser variant and breast cancer risk in Iceland. PLoS Med 3 e217 doi:10.1371/journal.pmed.0030217
33. HelgasonA
PalssonS
GudbjartssonDF
KristjanssonT
StefanssonK
2008 An association between the kinship and fertility of human couples. Science 319 813 816
34. KeinanA
MullikinJC
PattersonN
ReichD
2007 Measurement of the human allele frequency spectrum demonstrates greater genetic drift in East Asians than in Europeans. Nat Genet 39 1251 1255
35. LongJC
1991 The genetic structure of admixed populations. Genetics 127 417 428
36. PriceAL
PattersonN
HancksDC
MyersS
ReichD
2008 Effects of cis and trans genetic ancestry on gene expression in African Americans. PLoS Genet 4 e1000294 doi:10.1371/journal.pgen.1000294
37. AyodoG
PriceAL
KeinanA
AjwangA
OtienoMF
2007 Combining evidence of natural selection with association analysis increases power to detect malaria-resistance variants. Am J Hum Genet 81 234 242
38. ArmitageP
1955 Tests for linear trends in proportions and frequencies. Biometrics 11 375 386
39. WeirBS
1996 Genetic data analysis II: methods for discrete population genetic data Sunderland, MA Sinauer Associates
40. DevlinB
RoederK
1999 Genomic control for association studies. Biometrics 55 997 1004
Štítky
Genetika Reprodukčná medicínaČlánok vyšiel v časopise
PLOS Genetics
2009 Číslo 6
- Je „freeze-all“ pro všechny? Odborníci na fertilitu diskutovali na virtuálním summitu
- Gynekologové a odborníci na reprodukční medicínu se sejdou na prvním virtuálním summitu
Najčítanejšie v tomto čísle
- Cytoplasmic Streaming in : Disperse the Plug To Increase the Flow?
- Meta-Analysis of 28,141 Individuals Identifies Common Variants within Five New Loci That Influence Uric Acid Concentrations
- Is a Novel Locus for Waist Circumference: A Genome-Wide Association Study from the CHARGE Consortium
- Asymmetric Strand Segregation: Epigenetic Costs of Genetic Fidelity?