Data and theory point to mainly additive genetic variance for complex traits

被引:684
作者
Hill, William G. [1 ]
Goddard, Michael E. [2 ]
Visscher, Peter M. [3 ]
机构
[1] Univ Edinburgh, Inst Evolut Biol, Sch Biol Sci, Edinburgh, Midlothian, Scotland
[2] Univ Melbourne, Fac Land & Food Resources, Parkville, Vic 3052, Australia
[3] Queensland Inst Med Res, Brisbane, Qld 4006, Australia
来源
PLOS GENETICS | 2008年 / 4卷 / 02期
基金
英国医学研究理事会;
关键词
D O I
10.1371/journal.pgen.1000008
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The relative proportion of additive and non-additive variation for complex traits is important in evolutionary biology, medicine, and agriculture. We address a long-standing controversy and paradox about the contribution of non-additive genetic variation, namely that knowledge about biological pathways and gene networks imply that epistasis is important. Yet empirical data across a range of traits and species imply that most genetic variance is additive. We evaluate the evidence from empirical studies of genetic variance components and find that additive variance typically accounts for over half, and often close to 100%, of the total genetic variance. We present new theoretical results, based upon the distribution of allele frequencies under neutral and other population genetic models, that show why this is the case even if there are nonadditive effects at the level of gene action. We conclude that interactions at the level of genes are not likely to generate much interaction at the level of variance.
引用
收藏
页数:10
相关论文
共 72 条
[1]  
[Anonymous], 1998, Genetics and Analysis of Quantitative Traits (Sinauer)
[2]  
Barton NH, 2004, EVOLUTION, V58, P2111
[3]   Understanding quantitative genetic variation [J].
Barton, NH ;
Keightley, PD .
NATURE REVIEWS GENETICS, 2002, 3 (01) :11-21
[4]   EFFECT OF SELECTION ON GENETIC VARIABILITY [J].
BULMER, MG .
AMERICAN NATURALIST, 1971, 105 (943) :201-+
[5]   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
[6]   Simultaneous mapping of epistatic QTL in DU6i x DBA/2 mice [J].
Carlborg, Ö ;
Brockmann, GA ;
Haley, CS .
MAMMALIAN GENOME, 2005, 16 (07) :481-494
[7]   Epistasis:: too often neglected in complex trait studies? [J].
Carlborg, Ö ;
Haley, CS .
NATURE REVIEWS GENETICS, 2004, 5 (08) :618-U4
[8]   Simultaneous mapping of epistatic QTL in chickens reveals clusters of QTL pairs with similar genetic effects on growth [J].
Carlborg, R ;
Hocking, PM ;
Burt, DW ;
Haley, CS .
GENETICAL RESEARCH, 2004, 83 (03) :197-209
[9]  
CHEVERUD JM, 1995, GENETICS, V139, P1455
[10]  
Cheverud JM, 1996, EVOLUTION, V50, P1042, DOI 10.2307/2410645