Analysis of Epistasis in Natural Traits Using Model Organisms

被引:20
作者
Campbell, Richard F. [1 ]
McGrath, Patrick T. [1 ,2 ]
Paaby, Annalise B. [1 ]
机构
[1] Georgia Inst Technol, Dept Biol Sci, Atlanta, GA 30332 USA
[2] Georgia Inst Technol, Dept Phys, Atlanta, GA 30332 USA
关键词
GENETIC-VARIATION; QUANTITATIVE TRAIT; VARIANTS; HSP90; POLYMORPHISM; DISORDERS; MUTATIONS; PHENOTYPE; SELECTION; LEVEL;
D O I
10.1016/j.tig.2018.08.002
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The ability to detect and understand epistasis in natural populations is important for understanding how biological traits are influenced by genetic variation. However, identification and characterization of epistasis in natural populations remains difficult due to statistical issues that arise as a result of multiple comparisons, and the fact that most genetic variants segregate at low allele frequencies. In this review, we discuss how model organisms may be used to manipulate genotypic combinations to power the detection of epistasis as well as test interactions between specific genes. Findings from a number of species indicate that statistical epistasis is pervasive between natural genetic variants. However, the properties of experimental systems that enable analysis of epistasis also constrain extrapolation of these results back into natural populations.
引用
收藏
页码:883 / 898
页数:16
相关论文
共 80 条
[1]   A global reference for human genetic variation [J].
Altshuler, David M. ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Donnelly, Peter ;
Eichler, Evan E. ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Green, Eric D. ;
Hurles, Matthew E. ;
Knoppers, Bartha M. ;
Korbel, Jan O. ;
Lander, Eric S. ;
Lee, Charles ;
Lehrach, Hans ;
Mardis, Elaine R. ;
Marth, Gabor T. ;
McVean, Gil A. ;
Nickerson, Deborah A. ;
Wang, Jun ;
Wilson, Richard K. ;
Boerwinkle, Eric ;
Doddapaneni, Harsha ;
Han, Yi ;
Korchina, Viktoriya ;
Kovar, Christie ;
Lee, Sandra ;
Muzny, Donna ;
Reid, Jeffrey G. ;
Zhu, Yiming ;
Chang, Yuqi ;
Feng, Qiang ;
Fang, Xiaodong ;
Guo, Xiaosen ;
Jian, Min ;
Jiang, Hui ;
Jin, Xin ;
Lan, Tianming ;
Li, Guoqing ;
Li, Jingxiang ;
Li, Yingrui ;
Liu, Shengmao ;
Liu, Xiao ;
Lu, Yao ;
Ma, Xuedi ;
Tang, Meifang ;
Wang, Bo .
NATURE, 2015, 526 (7571) :68-+
[2]   How to perform meaningful estimates of genetic effects [J].
Alvarez-Castro, Jose M. ;
Le Rouzic, Arnaud ;
Carlborg, Orjan .
PLOS GENETICS, 2008, 4 (05)
[3]  
AVERY L, 1992, TRENDS GENET, V8, P312, DOI 10.1016/0168-9525(92)90263-4
[4]   From classical genetics to quantitative genetics to systems biology: Modeling epistasis [J].
Aylor, David L. ;
Zeng, Zhao-Bang .
PLOS GENETICS, 2008, 4 (03)
[5]  
Bateson, 1909, Proc R Soc Med, V2, P22
[6]   A maternal-effect selfish genetic element in Caenorhabditis elegans [J].
Ben-David, Eyal ;
Burga, Alejandro ;
Kruglyak, Leonid .
SCIENCE, 2017, 356 (6342) :1051-+
[7]   Genomic Evidence of Rapid and Stable Adaptive Oscillations over Seasonal Time Scales in Drosophila [J].
Bergland, Alan O. ;
Behrman, Emily L. ;
O'Brien, Katherine R. ;
Schmidt, Paul S. ;
Petrov, Dmitri A. .
PLOS GENETICS, 2014, 10 (11)
[8]   Epistasis and the release of genetic variation during long-term selection [J].
Carlborg, Ö ;
Jacobsson, L ;
Åhgren, P ;
Siegel, P ;
Andersson, L .
NATURE GENETICS, 2006, 38 (04) :418-420
[9]   How well do you know your mutation? Complex effects of genetic background on expressivity, complementation, and ordering of allelic effects [J].
Chandler, Christopher H. ;
Chari, Sudarshan ;
Kowalski, Alycia ;
Choi, Lin ;
Tack, David ;
DeNieu, Michael ;
Pitchers, William ;
Sonnenschein, Anne ;
Marvin, Leslie ;
Hummel, Kristen ;
Marier, Christian ;
Victory, Andrew ;
Porter, Cody ;
Mammel, Anna ;
Holms, Julie ;
Sivaratnam, Gayatri ;
Dworkin, Ian .
PLOS GENETICS, 2017, 13 (11)
[10]   Does your gene need a background check? How genetic background impacts the analysis of mutations, genes, and evolution [J].
Chandler, Christopher H. ;
Chari, Sudarshan ;
Dworkin, Ian .
TRENDS IN GENETICS, 2013, 29 (06) :358-366