Le Rouzic Arnaud, Alvarez-Castro José M, Carlborg Orjan
Linnaeus Centre for Bioinformatics, Uppsala University, 751 24 Uppsala, Sweden.
Genetics. 2008 Jul;179(3):1591-9. doi: 10.1534/genetics.108.089300. Epub 2008 Jul 13.
In this contribution, we study the genetic mechanisms leading to differences in the observed growth patterns of domesticated White Leghorn chickens and their wild ancestor the red jungle fowl. An epistatic QTL analysis for several body-weight measures from hatch to adulthood confirms earlier findings that polymorphisms at >15 loci contribute to body-weight determination in an F(2) intercross between these populations and that many loci are involved in complex genetic interactions. Here, we use a new genetic model to decompose the genetic effects of this multilocus epistatic genetic network. The results show how the functional modeling of genetic effects provides new insights into how genetic interactions in a large set of loci jointly contribute to phenotypic expression. By exploring the functional effects of QTL alleles, we show that some alleles can display temporal shifts in the expression of genetic effects due to their dependencies on the genetic background. Our results demonstrate that the effects of many genes are dependent on genetic interactions with other loci and how their involvement in the domestication process relies on these interactions.
在本论文中,我们研究了导致家养白来航鸡与其野生祖先原鸡在生长模式上出现差异的遗传机制。对从孵化到成年的多个体重指标进行上位性QTL分析,证实了早期研究结果:超过15个位点的多态性对这两个群体之间F(2)杂交后代的体重决定有贡献,且许多位点参与复杂的基因互作。在此,我们使用一种新的遗传模型来分解这个多位点上位性遗传网络的遗传效应。结果显示,遗传效应的功能建模如何为大量位点中的基因互作如何共同影响表型表达提供新的见解。通过探索QTL等位基因的功能效应,我们发现一些等位基因由于对遗传背景的依赖性,其遗传效应的表达会出现时间上的变化。我们的结果表明,许多基因的效应依赖于与其他位点的基因互作,以及它们在驯化过程中的参与如何依赖于这些互作。