Genotype by environment interactions in lamb weight and carcass composition traits
- 1 April 2002
- journal article
- research article
- Published by Cambridge University Press (CUP) in Animal Science
- Vol. 75 (1) , 3-14
- https://doi.org/10.1017/s1357729800052772
Abstract
The systematic use of the same genotype in several different environments provides information that can be used to estimate genotype by environment interaction (G ✕ E) variances and parameters. Data from the UK Suffolk Sire Referencing Scheme Ltd were used to investigate a range of sire and dam by environment interactions in lamb weight (at 8 weeks and scanning) and body composition traits (muscle and fat depth). These interactions were calculated in a DFREML mixed model containing direct additive, maternal additive, maternal environmental random variance components and the covariance between direct and maternal additive effects. Sire interactions with year, flock and flock-year and dam effects within and between litters were investigated. The addition of all G ✕ E (co)variance components resulted in an improved fit of the model for all traits. Sire interactions accounted for between 2 and 3% of the phenotypic variance in all traits, usually at the expense of both additive effects. Maternal litter environmental variance components ranged from 10% (fat depth and muscle depth) to 20% (8-week weight) of phenotypic variance. Most of this variation was found in the residual component of variance when the term was omitted from the model. When fitting sire G✕ E components in a model the covariance between direct and maternal additive genetic effects, as a proportion of phenotypic variance, was reduced to a low level (from –0·36 to –0·08 for 8-week weight). Genotype by environment interactions form a significant source of variation in lamb growth and composition traits and reduce the high negative correlation between additive effects found previously in these traits.Keywords
This publication has 31 references indexed in Scilit:
- Maternal effects on weight and ultrasonically measured traits of lambs in a small closed Suffolk flockSmall Ruminant Research, 2002
- Relationship between sire x year interactions and direct-maternal genetic correlation for weaning weight of Simmental cattle.Journal of Animal Science, 1997
- Influence of sire misidentification on sire x year interaction variance and direct-maternal genetic covariance for weaning weight in beef cattle.Journal of Animal Science, 1997
- Genetic relationships of lamb weight, maternal ability, and mature ewe weight in Swedish finewool sheep.Journal of Animal Science, 1996
- Variance of Interaction Effects of Sire and Herd for Yield Traits of Holsteins in California, New York, and Pennsylvania with an Animal ModelJournal of Dairy Science, 1995
- Variance components due to direct and maternal effects for growth traits of Australian beef cattleLivestock Production Science, 1992
- Restricted maximum likelihood to estimate variance components for animal models with several random effects using a derivative-free algorithmGenetics Selection Evolution, 1989
- A Derivative-Free Approach for Estimating Variance Components in Animal Models by Restricted Maximum Likelihood1Journal of Animal Science, 1987
- Problems in estimating maternal effectsLivestock Production Science, 1980
- The Problem of Environment and SelectionThe American Naturalist, 1952