Computer programs for population genetics data analysis: a survival guide

被引:253
作者
Excoffier, Laurent [1 ]
Heckel, Gerald [1 ]
机构
[1] Univ Bern, Inst Zool, CMPG, CH-3012 Bern, Switzerland
关键词
D O I
10.1038/nrg1904
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The analysis of genetic diversity within species is vital for understanding evolutionary processes at the population level and at the genomic level. A large quantity of data can now be produced at an unprecedented rate, requiring the use of dedicated computer programs to extract all embedded information. Several statistical packages have been recently developed, which offer a panel of standard and more sophisticated analyses. We describe here the functionalities, special features and assumptions of more than 20 such programs, indicate how they can interoperate, and discuss new directions that could lead to improved software and analyses.
引用
收藏
页码:745 / 758
页数:14
相关论文
共 65 条
  • [1] Population history and natural selection shape patterns of genetic variation in 132 genes
    Akey, JM
    Eberle, MA
    Rieder, MJ
    Carlson, CS
    Shriver, MD
    Nickerson, DA
    Kruglyak, L
    [J]. PLOS BIOLOGY, 2004, 2 (10) : 1591 - 1599
  • [2] A haplotype map of the human genome
    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
    [J]. NATURE, 2005, 437 (7063) : 1299 - 1320
  • [3] Anderson EC, 2002, GENETICS, V160, P1217
  • [4] Balloux F, 2000, EVOLUTION, V54, P1414, DOI 10.1111/j.0014-3820.2000.tb00573.x
  • [5] Beaumont MA, 1999, GENETICS, V153, P2013
  • [6] The Bayesian revolution in genetics
    Beaumont, MA
    Rannala, B
    [J]. NATURE REVIEWS GENETICS, 2004, 5 (04) : 251 - 261
  • [7] Beaumont MA, 2002, GENETICS, V162, P2025
  • [8] Identifying adaptive genetic divergence among populations from genome scans
    Beaumont, MA
    Balding, DJ
    [J]. MOLECULAR ECOLOGY, 2004, 13 (04) : 969 - 980
  • [9] Evaluating loci for use in the genetic analysis of population structure
    Beaumont, MA
    Nichols, RA
    [J]. PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 1996, 263 (1377) : 1619 - 1626