Section of Plant Breeding and Genetics, 175 Biotechnology Building, Cornell University, Ithaca, New York 14853, USA.
Institute for Genomic Diversity, 175 Biotechnology Building, Cornell University, Ithaca, New York 14853, USA.
Nature. 2018 Mar 22;555(7697):520-523. doi: 10.1038/nature25966. Epub 2018 Mar 14.
Here we report a multi-tissue gene expression resource that represents the genotypic and phenotypic diversity of modern inbred maize, and includes transcriptomes in an average of 255 lines in seven tissues. We mapped expression quantitative trait loci and characterized the contribution of rare genetic variants to extremes in gene expression. Some of the new mutations that arise in the maize genome can be deleterious; although selection acts to keep deleterious variants rare, their complete removal is impeded by genetic linkage to favourable loci and by finite population size. Modern maize breeders have systematically reduced the effects of this constant mutational pressure through artificial selection and self-fertilization, which have exposed rare recessive variants in elite inbred lines. However, the ongoing effect of these rare alleles on modern inbred maize is unknown. By analysing this gene expression resource and exploiting the extreme diversity and rapid linkage disequilibrium decay of maize, we characterize the effect of rare alleles and evolutionary history on the regulation of expression. Rare alleles are associated with the dysregulation of expression, and we correlate this dysregulation to seed-weight fitness. We find enrichment of ancestral rare variants among expression quantitative trait loci mapped in modern inbred lines, which suggests that historic bottlenecks have shaped regulation. Our results suggest that one path for further genetic improvement in agricultural species lies in purging the rare deleterious variants that have been associated with crop fitness.
我们在此报告了一个多组织基因表达资源,它代表了现代近交系玉米的基因型和表型多样性,包括七个组织中平均 255 条系的转录组。我们对表达数量性状基因座进行了定位,并对稀有遗传变异对基因表达极值的贡献进行了特征描述。玉米基因组中产生的一些新突变可能是有害的;尽管选择作用可以使有害变异保持罕见,但它们与有利基因座的遗传连锁以及有限的种群大小阻碍了它们的完全去除。现代玉米育种家通过人工选择和自交系统地减少了这种持续的突变压力的影响,这使得优良近交系中的稀有隐性变异暴露出来。然而,这些稀有等位基因对现代近交系玉米的持续影响尚不清楚。通过分析这个基因表达资源,并利用玉米的极端多样性和快速连锁不平衡衰减,我们描述了稀有等位基因和进化历史对表达调控的影响。稀有等位基因与表达失调有关,我们将这种失调与种子重量适应性联系起来。我们发现,在现代近交系中映射的表达数量性状基因座中存在着丰富的祖先稀有变异,这表明历史瓶颈塑造了调控。我们的研究结果表明,在农业物种中进一步进行遗传改良的一条途径在于清除与作物适应性相关的稀有有害变异。