Swedish Population Substructure Revealed by Genome-Wide Single Nucleotide Polymorphism Data

被引:34
作者
Salmela, Elina [1 ,2 ,3 ]
Lappalainen, Tuuli [1 ,2 ,3 ,4 ]
Liu, Jianjun [5 ]
Sistonen, Pertti [6 ]
Andersen, Peter M. [7 ]
Schreiber, Stefan [8 ]
Savontaus, Marja-Liisa [9 ]
Czene, Kamila [10 ]
Lahermo, Paivi [1 ]
Hall, Per
Kere, Juha [2 ,3 ,11 ,12 ]
机构
[1] Univ Helsinki, Inst Mol Med Finland, Helsinki, Finland
[2] Univ Helsinki, Dept Med Genet, Helsinki, Finland
[3] Folkhalsan Inst Genet, Helsinki, Finland
[4] Univ Geneva, Sch Med, Dept Genet Med & Dev, CH-1211 Geneva, Switzerland
[5] Genome Inst Singapore, Singapore, Singapore
[6] Finnish Red Cross Blood Transfus Serv, Helsinki, Finland
[7] Umea Univ, Dept Neurol, Umea Univ Hosp, S-90187 Umea, Sweden
[8] Univ Kiel, Inst Clin Mol Biol, Dept Gen Internal Med, Kiel, Germany
[9] Univ Turku, Dept Med Genet, Turku, Finland
[10] Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, Sweden
[11] Karolinska Inst, Dept Biosci & Nutr, Huddinge, Sweden
[12] Karolinska Univ Hosp, Clin Res Ctr, Huddinge, Sweden
来源
PLOS ONE | 2011年 / 6卷 / 02期
基金
芬兰科学院; 美国国家卫生研究院; 英国惠康基金; 瑞典研究理事会;
关键词
PATTERNS; ASSOCIATION; SWEDEN; LIBRARY; PACKAGE; COMMON; LOCI;
D O I
10.1371/journal.pone.0016747
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The use of genome-wide single nucleotide polymorphism (SNP) data has recently proven useful in the study of human population structure. We have studied the internal genetic structure of the Swedish population using more than 350,000 SNPs from 1525 Swedes from all over the country genotyped on the Illumina HumanHap550 array. We have also compared them to 3212 worldwide reference samples, including Finns, northern Germans, British and Russians, based on the more than 29,000 SNPs that overlap between the Illumina and Affymetrix 250K Sty arrays. The Swedes - especially southern Swedes - were genetically close to the Germans and British, while their genetic distance to Finns was substantially longer. The overall structure within Sweden appeared clinal, and the substructure in the southern and middle parts was subtle. In contrast, the northern part of Sweden, Norrland, exhibited pronounced genetic differences both within the area and relative to the rest of the country. These distinctive genetic features of Norrland probably result mainly from isolation by distance and genetic drift caused by low population density. The internal structure within Sweden (F-ST = 0.0005 between provinces) was stronger than that in many Central European populations, although smaller than what has been observed for instance in Finland; importantly, it is of the magnitude that may hamper association studies with a moderate number of markers if cases and controls are not properly matched geographically. Overall, our results underline the potential of genome-wide data in analyzing substructure in populations that might otherwise appear relatively homogeneous, such as the Swedes.
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页数:11
相关论文
共 42 条
[1]   Integrating common and rare genetic variation in diverse human populations [J].
Altshuler, David M. ;
Gibbs, Richard A. ;
Peltonen, Leena ;
Dermitzakis, Emmanouil ;
Schaffner, Stephen F. ;
Yu, Fuli ;
Bonnen, Penelope E. ;
de Bakker, Paul I. W. ;
Deloukas, Panos ;
Gabriel, Stacey B. ;
Gwilliam, Rhian ;
Hunt, Sarah ;
Inouye, Michael ;
Jia, Xiaoming ;
Palotie, Aarno ;
Parkin, Melissa ;
Whittaker, Pamela ;
Chang, Kyle ;
Hawes, Alicia ;
Lewis, Lora R. ;
Ren, Yanru ;
Wheeler, David ;
Muzny, Donna Marie ;
Barnes, Chris ;
Darvishi, Katayoon ;
Hurles, Matthew ;
Korn, Joshua M. ;
Kristiansson, Kati ;
Lee, Charles ;
McCarroll, Steven A. ;
Nemesh, James ;
Keinan, Alon ;
Montgomery, Stephen B. ;
Pollack, Samuela ;
Price, Alkes L. ;
Soranzo, Nicole ;
Gonzaga-Jauregui, Claudia ;
Anttila, Verneri ;
Brodeur, Wendy ;
Daly, Mark J. ;
Leslie, Stephen ;
McVean, Gil ;
Moutsianas, Loukas ;
Nguyen, Huy ;
Zhang, Qingrun ;
Ghori, Mohammed J. R. ;
McGinnis, Ralph ;
McLaren, William ;
Takeuchi, Fumihiko ;
Grossman, Sharon R. .
NATURE, 2010, 467 (7311) :52-58
[2]   GenABEL: an R library for genome-wide association analysis [J].
Aulchenko, Yurii S. ;
Ripke, Stephan ;
Isaacs, Aaron ;
Van Duijn, Cornelia M. .
BIOINFORMATICS, 2007, 23 (10) :1294-1296
[3]   Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls [J].
Burton, Paul R. ;
Clayton, David G. ;
Cardon, Lon R. ;
Craddock, Nick ;
Deloukas, Panos ;
Duncanson, Audrey ;
Kwiatkowski, Dominic P. ;
McCarthy, Mark I. ;
Ouwehand, Willem H. ;
Samani, Nilesh J. ;
Todd, John A. ;
Donnelly, Peter ;
Barrett, Jeffrey C. ;
Davison, Dan ;
Easton, Doug ;
Evans, David ;
Leung, Hin-Tak ;
Marchini, Jonathan L. ;
Morris, Andrew P. ;
Spencer, Chris C. A. ;
Tobin, Martin D. ;
Attwood, Antony P. ;
Boorman, James P. ;
Cant, Barbara ;
Everson, Ursula ;
Hussey, Judith M. ;
Jolley, Jennifer D. ;
Knight, Alexandra S. ;
Koch, Kerstin ;
Meech, Elizabeth ;
Nutland, Sarah ;
Prowse, Christopher V. ;
Stevens, Helen E. ;
Taylor, Niall C. ;
Walters, Graham R. ;
Walker, Neil M. ;
Watkins, Nicholas A. ;
Winzer, Thilo ;
Jones, Richard W. ;
McArdle, Wendy L. ;
Ring, Susan M. ;
Strachan, David P. ;
Pembrey, Marcus ;
Breen, Gerome ;
St Clair, David ;
Caesar, Sian ;
Gordon-Smith, Katherine ;
Jones, Lisa ;
Fraser, Christine ;
Green, Elain K. .
NATURE, 2007, 447 (7145) :661-678
[4]  
Cavalli-Sforza L.L., 1994, HIST GEOGRAPHY HUMAN
[5]   Population structure, differential bias and genomic control in a large-scale, case-control association study [J].
Clayton, DG ;
Walker, NM ;
Smyth, DJ ;
Pask, R ;
Cooper, JD ;
Maier, LM ;
Smink, LJ ;
Lam, AC ;
Ovington, NR ;
Stevens, HE ;
Nutland, S ;
Howson, JMM ;
Faham, M ;
Moorhead, M ;
Jones, HB ;
Falkowski, M ;
Hardenbol, P ;
Willis, TD ;
Todd, JA .
NATURE GENETICS, 2005, 37 (11) :1243-1246
[6]  
Cox T. F., 2001, MULTIDIMENSIONAL SCA
[7]   The ade4 package: Implementing the duality diagram for ecologists [J].
Dray, Stephane ;
Dufour, Anne-Beatrice .
JOURNAL OF STATISTICAL SOFTWARE, 2007, 22 (04) :1-20
[8]   The genetic population structure of northern Sweden and its implications for mapping genetic diseases [J].
Einarsdottir, Elisabet ;
Egerbladh, Inez ;
Beckman, Lars ;
Holmberg, Dan ;
Escher, Stefan A. .
HEREDITAS, 2007, 144 (05) :171-180
[9]   Linkage disequilibrium mapping of CHEK2:: Common variation and breast cancer risk [J].
Einarsdottir, Kristjana ;
Humphreys, Keith ;
Bonnard, Carine ;
Palmgren, Juni ;
Iles, Mark M. ;
Sjolander, Arvid ;
Li, Yuqing ;
Chia, Kee Seng ;
Liu, Edison T. ;
Hall, Per ;
Liu, Jianjun ;
Wedren, Sara .
PLOS MEDICINE, 2006, 3 (06) :895-903
[10]   Detecting the number of clusters of individuals using the software STRUCTURE: a simulation study [J].
Evanno, G ;
Regnaut, S ;
Goudet, J .
MOLECULAR ECOLOGY, 2005, 14 (08) :2611-2620