Marjanovic Jovana, Mulder Han A, Khaw Hooi L, Bijma Piter
Animal Breeding and Genomics Centre, Wageningen University and Research, PO Box 338, 6700 AH, Wageningen, The Netherlands.
Department of Animal Breeding and Genetics, Swedish University of Agricultural Sciences, Box 7023, 75007, Uppsala, Sweden.
Genet Sel Evol. 2016 Jun 10;48(1):41. doi: 10.1186/s12711-016-0218-9.
Animal breeding programs have been very successful in improving the mean levels of traits through selection. However, in recent decades, reducing the variability of trait levels between individuals has become a highly desirable objective. Reaching this objective through genetic selection requires that there is genetic variation in the variability of trait levels, a phenomenon known as genetic heterogeneity of environmental (residual) variance. The aim of our study was to investigate the potential for genetic improvement of uniformity of harvest weight and body size traits (length, depth, and width) in the genetically improved farmed tilapia (GIFT) strain. In order to quantify the genetic variation in uniformity of traits and estimate the genetic correlations between level and variance of the traits, double hierarchical generalized linear models were applied to individual trait values.
Our results showed substantial genetic variation in uniformity of all analyzed traits, with genetic coefficients of variation for residual variance ranging from 39 to 58 %. Genetic correlation between trait level and variance was strongly positive for harvest weight (0.60 ± 0.09), moderate and positive for body depth (0.37 ± 0.13), but not significantly different from 0 for body length and width.
Our results on the genetic variation in uniformity of harvest weight and body size traits show good prospects for the genetic improvement of uniformity in the GIFT strain. A high and positive genetic correlation was estimated between level and variance of harvest weight, which suggests that selection for heavier fish will also result in more variation in harvest weight. Simultaneous improvement of harvest weight and its uniformity will thus require index selection.
动物育种计划在通过选择提高性状平均水平方面非常成功。然而,在最近几十年中,降低个体间性状水平的变异性已成为一个非常理想的目标。通过基因选择实现这一目标需要性状水平变异性存在遗传变异,这种现象被称为环境(剩余)方差的遗传异质性。我们研究的目的是调查遗传改良尼罗罗非鱼(GIFT)品系收获体重和体型性状(长度、深度和宽度)均匀度的遗传改良潜力。为了量化性状均匀度的遗传变异并估计性状水平与方差之间的遗传相关性,将双层次广义线性模型应用于个体性状值。
我们的结果表明,所有分析性状的均匀度都存在显著的遗传变异,剩余方差的遗传变异系数在39%至58%之间。收获体重的性状水平与方差之间的遗传相关性很强(0.60±0.09),体深的遗传相关性中等且为正(0.37±0.13),但体长和体宽与0无显著差异。
我们关于收获体重和体型性状均匀度遗传变异的结果表明,GIFT品系均匀度的遗传改良具有良好前景。收获体重的水平与方差之间估计出高度正遗传相关性,这表明选择较重的鱼也会导致收获体重有更大的变异性。因此,同时提高收获体重及其均匀度将需要指数选择。