Bost B, Dillmann C, de Vienne D
Station de Génétique Végétale, INRA/UPS/INAPG, Ferme du Moulon, 91190 Gif-sur-Yvette, France.
Genetics. 1999 Dec;153(4):2001-12. doi: 10.1093/genetics/153.4.2001.
The fluxes through metabolic pathways can be considered as model quantitative traits, whose QTL are the polymorphic loci controlling the activity or quantity of the enzymes. Relying on metabolic control theory, we investigated the relationships between the variations of enzyme activity along metabolic pathways and the variations of the flux in a population with biallelic QTL. Two kinds of variations were taken into account, the variation of the average enzyme activity across the loci, and the variation of the activity of each enzyme of the pathway among the individuals of the population. We proposed analytical approximations for the flux mean and variance in the population as well as for the additive and dominance variances of the individual QTL. Monte Carlo simulations based on these approximations showed that an L-shaped distribution of the contributions of individual QTL to the flux variance (R(2)) is consistently expected in an F(2) progeny. This result could partly account for the classically observed L-shaped distribution of QTL effects for quantitative traits. The high correlation we found between R(2) value and flux control coefficients variance suggests that such a distribution is an intrinsic property of metabolic pathways due to the summation property of control coefficients.
通过代谢途径的通量可被视为模型数量性状,其数量性状基因座(QTL)是控制酶活性或数量的多态性位点。基于代谢控制理论,我们研究了在具有双等位基因QTL的群体中,沿代谢途径的酶活性变化与通量变化之间的关系。考虑了两种变化,即跨基因座的平均酶活性变化,以及群体中个体间途径中每种酶活性的变化。我们提出了群体中通量均值和方差以及单个QTL的加性和显性方差的解析近似值。基于这些近似值的蒙特卡罗模拟表明,在F2后代中,始终预期单个QTL对通量方差(R(2))的贡献呈L形分布。这一结果可以部分解释经典观察到的数量性状QTL效应的L形分布。我们发现R(2)值与通量控制系数方差之间的高度相关性表明,由于控制系数的累加特性,这种分布是代谢途径的固有属性。