A novel DNA sequence database for analyzing human demographic history

被引:65
作者
Wall, Jeffrey D. [2 ,3 ]
Cox, Murray P. [1 ]
Mendez, Fernando L. [4 ]
Woerner, August [1 ]
Severson, Tesa [1 ]
Hammer, Michael F. [1 ,4 ]
机构
[1] Univ Arizona, ARL Div Biotechnol, Tucson, AZ 85721 USA
[2] Univ Calif San Francisco, Inst Human Genet, San Francisco, CA 94143 USA
[3] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94143 USA
[4] Univ Arizona, Dept Ecol & Evolutionary Biol, Tucson, AZ 85721 USA
关键词
D O I
10.1101/gr.075630.107
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
While there are now extensive databases of human genomic sequences from both private and public efforts to catalog human nucleotide variation, there are very few large-scale surveys designed for the purpose of analyzing human population history. Demographic inference from patterns of SNP variation in current large public databases is complicated by ascertainment biases associated with SNP discovery and the ways that populations and regions of the genome are sampled. Here, we present results from a resequencing survey of 40 independent intergenic regions on the autosomes and X chromosome comprising similar to 210 kb from each of 90 humans from six geographically diverse populations (i.e., a total of similar to 18.9 Mb). Unlike other public DNA sequence databases, we include multiple indigenous populations that serve as important reservoirs of human genetic diversity, such as the San of Namibia, the Biaka of the Central African Republic, and Melanesians from Papua New Guinea. In fact, only 20% of the SNPs that we find are contained in the HapMap database. We identify several key differences in patterns of variability in our database compared with other large public databases, including higher levels of nucleotide diversity within populations, greater levels of differentiation between populations, and significant differences in the frequency spectrum. Because variants at loci included in this database are less likely to be subject to ascertainment biases or linked to sites under selection, these data will be more useful for accurately reconstructing past changes in size and structure of human populations.
引用
收藏
页码:1354 / 1361
页数:8
相关论文
共 48 条
[1]   Population history and natural selection shape patterns of genetic variation in 132 genes [J].
Akey, JM ;
Eberle, MA ;
Rieder, MJ ;
Carlson, CS ;
Shriver, MD ;
Nickerson, DA ;
Kruglyak, L .
PLOS BIOLOGY, 2004, 2 (10) :1591-1599
[2]   Interrogating a high-density SNP map for signatures of natural selection [J].
Akey, JM ;
Zhang, G ;
Zhang, K ;
Jin, L ;
Shriver, MD .
GENOME RESEARCH, 2002, 12 (12) :1805-1814
[3]   A haplotype map of the human genome [J].
Altshuler, D ;
Brooks, LD ;
Chakravarti, A ;
Collins, FS ;
Daly, MJ ;
Donnelly, P ;
Gibbs, RA ;
Belmont, JW ;
Boudreau, A ;
Leal, SM ;
Hardenbol, P ;
Pasternak, S ;
Wheeler, DA ;
Willis, TD ;
Yu, FL ;
Yang, HM ;
Zeng, CQ ;
Gao, Y ;
Hu, HR ;
Hu, WT ;
Li, CH ;
Lin, W ;
Liu, SQ ;
Pan, H ;
Tang, XL ;
Wang, J ;
Wang, W ;
Yu, J ;
Zhang, B ;
Zhang, QR ;
Zhao, HB ;
Zhao, H ;
Zhou, J ;
Gabriel, SB ;
Barry, R ;
Blumenstiel, B ;
Camargo, A ;
Defelice, M ;
Faggart, M ;
Goyette, M ;
Gupta, S ;
Moore, J ;
Nguyen, H ;
Onofrio, RC ;
Parkin, M ;
Roy, J ;
Stahl, E ;
Winchester, E ;
Ziaugra, L ;
Shen, Y .
NATURE, 2005, 437 (7063) :1299-1320
[4]   Ultraconserved elements in the human genome [J].
Bejerano, G ;
Pheasant, M ;
Makunin, I ;
Stephen, S ;
Kent, WJ ;
Mattick, JS ;
Haussler, D .
SCIENCE, 2004, 304 (5675) :1321-1325
[5]   Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project [J].
Birney, Ewan ;
Stamatoyannopoulos, John A. ;
Dutta, Anindya ;
Guigo, Roderic ;
Gingeras, Thomas R. ;
Margulies, Elliott H. ;
Weng, Zhiping ;
Snyder, Michael ;
Dermitzakis, Emmanouil T. ;
Stamatoyannopoulos, John A. ;
Thurman, Robert E. ;
Kuehn, Michael S. ;
Taylor, Christopher M. ;
Neph, Shane ;
Koch, Christoph M. ;
Asthana, Saurabh ;
Malhotra, Ankit ;
Adzhubei, Ivan ;
Greenbaum, Jason A. ;
Andrews, Robert M. ;
Flicek, Paul ;
Boyle, Patrick J. ;
Cao, Hua ;
Carter, Nigel P. ;
Clelland, Gayle K. ;
Davis, Sean ;
Day, Nathan ;
Dhami, Pawandeep ;
Dillon, Shane C. ;
Dorschner, Michael O. ;
Fiegler, Heike ;
Giresi, Paul G. ;
Goldy, Jeff ;
Hawrylycz, Michael ;
Haydock, Andrew ;
Humbert, Richard ;
James, Keith D. ;
Johnson, Brett E. ;
Johnson, Ericka M. ;
Frum, Tristan T. ;
Rosenzweig, Elizabeth R. ;
Karnani, Neerja ;
Lee, Kirsten ;
Lefebvre, Gregory C. ;
Navas, Patrick A. ;
Neri, Fidencio ;
Parker, Stephen C. J. ;
Sabo, Peter J. ;
Sandstrom, Richard ;
Shafer, Anthony .
NATURE, 2007, 447 (7146) :799-816
[6]   Prediction of complete gene structures in human genomic DNA [J].
Burge, C ;
Karlin, S .
JOURNAL OF MOLECULAR BIOLOGY, 1997, 268 (01) :78-94
[7]   Finding the genes in genomic DNA [J].
Burge, CB ;
Karlin, S .
CURRENT OPINION IN STRUCTURAL BIOLOGY, 1998, 8 (03) :346-354
[8]  
Cann HM, 2002, SCIENCE, V296, P261
[9]  
CHARLESWORTH B, 1993, GENETICS, V134, P1289
[10]   Ascertainment bias in studies of human genome-wide polymorphism [J].
Clark, AG ;
Hubisz, MJ ;
Bustamante, CD ;
Williamson, SH ;
Nielsen, R .
GENOME RESEARCH, 2005, 15 (11) :1496-1502