Abstract
A model of genotype-environment interaction in quantitative traits is considered. The model represents an expansion of the traditional additive (first degree polynomial) approximation of genotypic and environmental effects to a second degree polynomial incorporating a multiplicative term besides the additive terms. An experimental evaluation of the model is suggested and applied to a trait in Drosophila melanogaster. The environmental variance of a genotype in the model is shown to be a function of the genotypic value: it is a convex parabola. The broad sense heritability in a population depends not only on the genotypic and environmental variances, but also on the position of the genotypic mean in the population relative to the minimum of the parabola. It is demonstrated, using the model, that GXE interaction rectional may cause a substantial non-linearity in offspring-parent regression and a reversed response to directional selection. It is also shown that directional selection may be accompanied by an increase in the heritability.
Full Text
The Full Text of this article is available as a PDF (969.3 KB).
Selected References
These references are in PubMed. This may not be the complete list of references from this article.
- Caligari P. D., Mather K. Genotype--environment interaction. III. Interactions in Drosophila melanogaster. Proc R Soc Lond B Biol Sci. 1975 Dec 2;191(1104):387–411. doi: 10.1098/rspb.1975.0135. [DOI] [PubMed] [Google Scholar]
- Freeman G. H. Statistical methods for the analysis of genotype-environment interactions. Heredity (Edinb) 1973 Dec;31(3):339–354. doi: 10.1038/hdy.1973.90. [DOI] [PubMed] [Google Scholar]
- Gimelfarb A. Multiplicative genotype-environment interaction as a cause of reversed response to directional selection. Genetics. 1986 Sep;114(1):333–343. doi: 10.1093/genetics/114.1.333. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gimelfarb A., Willis J. H. Linearity Versus nonlinearity of offspring-parent regression: an experimental study of Drosophila melanogaster. Genetics. 1994 Oct;138(2):343–352. doi: 10.1093/genetics/138.2.343. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mather K. Genotype X environment interactions. II. Some genetical considerations. Heredity (Edinb) 1975 Aug;35(1):31–53. doi: 10.1038/hdy.1975.65. [DOI] [PubMed] [Google Scholar]
- Via S., Lande R. Evolution of genetic variability in a spatially heterogeneous environment: effects of genotype-environment interaction. Genet Res. 1987 Apr;49(2):147–156. doi: 10.1017/s001667230002694x. [DOI] [PubMed] [Google Scholar]
