A Composite of Multiple Signals Distinguishes Causal Variants in Regions of Positive Selection

被引:375
作者
Grossman, Sharon R. [1 ,2 ,3 ]
Shylakhter, Ilya [1 ,2 ,3 ]
Karlsson, Elinor K. [1 ,2 ,3 ]
Byrne, Elizabeth H. [1 ,2 ,3 ]
Morales, Shannon [1 ,2 ,3 ,4 ]
Frieden, Gabriel [1 ]
Hostetter, Elizabeth [1 ,2 ,3 ]
Angelino, Elaine [1 ,5 ]
Garber, Manuel [2 ,3 ]
Zuk, Or [2 ,3 ]
Lander, Eric S. [2 ,3 ,5 ,6 ]
Schaffner, Stephen F. [2 ,3 ]
Sabeti, Pardis C. [1 ,2 ,3 ,5 ]
机构
[1] Harvard Univ, Dept Organism & Evolutionary Biol, Ctr Syst Biol, Cambridge, MA 02138 USA
[2] MIT, Broad Inst, Cambridge, MA 02142 USA
[3] Harvard Univ, Cambridge, MA 02142 USA
[4] Mt Sinai Sch Med, New York, NY 10029 USA
[5] Harvard Univ, Sch Med, Dept Syst Biol, Boston, MA 02115 USA
[6] MIT, Dept Biol, Cambridge, MA 02139 USA
关键词
D O I
10.1126/science.1183863
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 human genome contains hundreds of regions whose patterns of genetic variation indicate recent positive natural selection, yet for most the underlying gene and the advantageous mutation remain unknown. We developed a method, composite of multiple signals (CMS), that combines tests for multiple signals of selection and increases resolution by up to 100-fold. By applying CMS to candidate regions from the International Haplotype Map, we localized population-specific selective signals to 55 kilobases (median), identifying known and novel causal variants. CMS can not just identify individual loci but implicates precise variants selected by evolution.
引用
收藏
页码:883 / 886
页数:4
相关论文
共 17 条
  • [1] PCDH15 is expressed in the neurosensory epithelium of the eye and ear and mutant alleles are responsible for both USH1F and DFNB23
    Ahmed, ZM
    Riazuddin, S
    Ahmad, J
    Bernstein, SL
    Guo, Y
    Sabar, MF
    Sieving, P
    Riazuddin, S
    Griffith, AJ
    Friedman, TB
    Belyantseva, IA
    Wilcox, ER
    [J]. HUMAN MOLECULAR GENETICS, 2003, 12 (24) : 3215 - 3223
  • [2] Constructing genomic maps of positive selection in humans: Where do we go from here?
    Akey, Joshua M.
    [J]. GENOME RESEARCH, 2009, 19 (05) : 711 - 722
  • [3] A second generation human haplotype map of over 3.1 million SNPs
    Frazer, Kelly A.
    Ballinger, Dennis G.
    Cox, David R.
    Hinds, David A.
    Stuve, Laura L.
    Gibbs, Richard A.
    Belmont, John W.
    Boudreau, Andrew
    Hardenbol, Paul
    Leal, Suzanne M.
    Pasternak, Shiran
    Wheeler, David A.
    Willis, Thomas D.
    Yu, Fuli
    Yang, Huanming
    Zeng, Changqing
    Gao, Yang
    Hu, Haoran
    Hu, Weitao
    Li, Chaohua
    Lin, Wei
    Liu, Siqi
    Pan, Hao
    Tang, Xiaoli
    Wang, Jian
    Wang, Wei
    Yu, Jun
    Zhang, Bo
    Zhang, Qingrun
    Zhao, Hongbin
    Zhao, Hui
    Zhou, Jun
    Gabriel, Stacey B.
    Barry, Rachel
    Blumenstiel, Brendan
    Camargo, Amy
    Defelice, Matthew
    Faggart, Maura
    Goyette, Mary
    Gupta, Supriya
    Moore, Jamie
    Nguyen, Huy
    Onofrio, Robert C.
    Parkin, Melissa
    Roy, Jessica
    Stahl, Erich
    Winchester, Ellen
    Ziaugra, Liuda
    Altshuler, David
    Shen, Yan
    [J]. NATURE, 2007, 449 (7164) : 851 - U3
  • [4] Cadherin 23 and protocadherin 15 interact to form tip-link filaments in sensory hair cells
    Kazmierczak, Piotr
    Sakaguchi, Hirofumi
    Tokita, Joshua
    Wilson-Kubalek, Elizabeth M.
    Milligan, Ronald A.
    Mueller, Ulrich
    Kachar, Bechara
    [J]. NATURE, 2007, 449 (7158) : 87 - U59
  • [5] Whole-genome cartography of estrogen receptor α binding sites
    Lin, Chin-Yo
    Vega, Vinsensius B.
    Thomsen, Jane S.
    Zhang, Tao
    Kong, Say Li
    Xie, Min
    Chiu, Kuo Ping
    Lipovich, Leonard
    Barnett, Daniel H.
    Stossi, Fabio
    Yeo, Ailing
    George, Joshy
    Kuznetsov, Vladimir A.
    Lee, Yew Kok
    Charn, Tze Howe
    Palanisamy, Nallasivam
    Miller, Lance D.
    Cheung, Edwin
    Katzenellenbogen, Benita S.
    Ruan, Yijun
    Bourque, Guillaume
    Wei, Chia-Lin
    Liu, Edison T.
    [J]. PLOS GENETICS, 2007, 3 (06): : 867 - 885
  • [6] Polymorphisms in the leptin receptor (LEPR) - putative association with obesity and T2DM
    Park, KS
    Shin, HD
    Park, BL
    Cheong, HS
    Cho, YM
    Lee, HK
    Lee, JY
    Lee, JK
    Oh, B
    Kimm, K
    [J]. JOURNAL OF HUMAN GENETICS, 2006, 51 (02) : 85 - 91
  • [7] Scaffold protein harmonin (USH1C) provides molecular links between Usher syndrome type 1 and type 2
    Reiners, J
    van Wijk, E
    Märker, T
    Zimmermann, U
    Jürgens, K
    te Brinke, H
    Overlack, N
    Roepman, R
    Knipper, M
    Kremer, H
    Wolfrum, U
    [J]. HUMAN MOLECULAR GENETICS, 2005, 14 (24) : 3933 - 3943
  • [8] Positive natural selection in the human lineage
    Sabeti, P. C.
    Schaffner, S. F.
    Fry, B.
    Lohmueller, J.
    Varilly, P.
    Shamovsky, O.
    Palma, A.
    Mikkelsen, T. S.
    Altshuler, D.
    Lander, E. S.
    [J]. SCIENCE, 2006, 312 (5780) : 1614 - 1620
  • [9] Genome-wide detection and characterization of positive selection in human populations
    Sabeti, Pardis C.
    Varilly, Patrick
    Fry, Ben
    Lohmueller, Jason
    Hostetter, Elizabeth
    Cotsapas, Chris
    Xie, Xiaohui
    Byrne, Elizabeth H.
    McCarroll, Steven A.
    Gaudet, Rachelle
    Schaffner, Stephen F.
    Lander, Eric S.
    [J]. NATURE, 2007, 449 (7164) : 913 - U12
  • [10] Calibrating a coalescent simulation of human genome sequence variation
    Schaffner, SF
    Foo, C
    Gabriel, S
    Reich, D
    Daly, MJ
    Altshuler, D
    [J]. GENOME RESEARCH, 2005, 15 (11) : 1576 - 1583