Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, 27599-7265.
Curriculum in Bioinformatics and Computational Biology, University of North Carolina, Chapel Hill, North Carolina, 27599-7265.
G3 (Bethesda). 2019 May 7;9(5):1613-1622. doi: 10.1534/g3.118.200847.
Reproductive success in the eight founder strains of the Collaborative Cross (CC) was measured using a diallel-mating scheme. Over a 48-month period we generated 4,448 litters, and provided 24,782 weaned pups for use in 16 different published experiments. We identified factors that affect the average litter size in a cross by estimating the overall contribution of parent-of-origin, heterosis, inbred, and epistatic effects using a Bayesian zero-truncated overdispersed Poisson mixed model. The phenotypic variance of litter size has a substantial contribution (82%) from unexplained and environmental sources, but no detectable effect of seasonality. Most of the explained variance was due to additive effects (9.2%) and parental sex (maternal paternal strain; 5.8%), with epistasis accounting for 3.4%. Within the parental effects, the effect of the dam's strain explained more than the sire's strain (13.2% 1.8%), and the dam's strain effects account for 74.2% of total variation explained. Dams from strains C57BL/6J and NOD/ShiLtJ increased the expected litter size by a mean of 1.66 and 1.79 pups, whereas dams from strains WSB/EiJ, PWK/PhJ, and CAST/EiJ reduced expected litter size by a mean of 1.51, 0.81, and 0.90 pups. Finally, there was no strong evidence for strain-specific effects on sex ratio distortion. Overall, these results demonstrate that strains vary substantially in their reproductive ability depending on their genetic background, and that litter size is largely determined by dam's strain rather than sire's strain effects, as expected. This analysis adds to our understanding of factors that influence litter size in mammals, and also helps to explain breeding successes and failures in the extinct lines and surviving CC strains.
利用完全交配设计方案,我们对 8 个奠基者近交系(CC)的繁殖成功率进行了测量。在 48 个月的时间里,我们生成了 4448 窝幼仔,并提供了 24782 只断奶幼仔,用于 16 项不同的已发表实验。我们通过使用贝叶斯零截断过离散泊松混合模型来估计亲本来源、杂种优势、近交和上位效应的总体贡献,从而确定了影响杂交中平均窝仔数的因素。窝仔数的表型方差有很大一部分(82%)来自未解释和环境来源,但没有检测到季节性的影响。大部分可解释的方差归因于加性效应(9.2%)和父母的性别(母本 父本品系;5.8%),而上位效应占 3.4%。在亲本效应中,母本品系的效应比父本品系的效应更重要(13.2% 1.8%),并且母本品系的效应占总解释变异的 74.2%。来自 C57BL/6J 和 NOD/ShiLtJ 品系的母鼠平均增加了 1.66 和 1.79 只幼仔,而来自 WSB/EiJ、PWK/PhJ 和 CAST/EiJ 品系的母鼠则平均减少了 1.51、0.81 和 0.90 只幼仔。最后,没有强有力的证据表明品系特异性效应对性别比例扭曲有影响。总的来说,这些结果表明,不同品系的繁殖能力存在很大差异,这取决于它们的遗传背景,并且窝仔数主要由母本品系而不是父本品系的效应决定,这与预期的结果一致。这项分析增加了我们对影响哺乳动物窝仔数的因素的理解,也有助于解释已灭绝的品系和现存的 CC 品系的繁殖成功和失败。