Program in Genetics, Department of Biological Sciences, W. M. Keck Center for Behavioral Biology, North Carolina State University, Raleigh, NC, 27695-7614, USA.
Department of Animal Science, Michigan State University, East Lansing, MI, 48824, USA.
Nat Commun. 2020 Oct 28;11(1):5451. doi: 10.1038/s41467-020-19131-y.
The genetics of phenotypic responses to changing environments remains elusive. Using whole-genome quantitative gene expression as a model, here we study how the genetic architecture of regulatory variation in gene expression changed in a population of fully sequenced inbred Drosophila melanogaster strains when flies developed in different environments (25 °C and 18 °C). We find a substantial fraction of the transcriptome exhibited genotype by environment interaction, implicating environmentally plastic genetic architecture of gene expression. Genetic variance in expression increases at 18 °C relative to 25 °C for most genes that have a change in genetic variance. Although the majority of expression quantitative trait loci (eQTLs) for the gene expression traits in the two environments are shared and have similar effects, analysis of the environment-specific eQTLs reveals enrichment of binding sites for two transcription factors. Finally, although genotype by environment interaction in gene expression could potentially disrupt genetic networks, the co-expression networks are highly conserved across environments. Genes with higher network connectivity are under stronger stabilizing selection, suggesting that stabilizing selection on expression plays an important role in promoting network robustness.
表型对环境变化响应的遗传学机制仍然难以捉摸。本研究以全基因组定量基因表达为模型,探讨了在不同环境(25°C 和 18°C)中生长的完全测序近交黑腹果蝇品系群体中,基因表达调控变异的遗传结构如何发生变化。我们发现,转录组的很大一部分表现出基因型与环境互作,这表明基因表达的遗传结构具有环境可塑性。与在 25°C 相比,大多数基因在 18°C 时的表达遗传方差增加,这些基因的遗传方差发生了变化。尽管大多数在两个环境下的基因表达性状的表达数量性状基因座(eQTL)是共有的,并且具有相似的效应,但对环境特异性 eQTL 的分析表明,两个转录因子的结合位点富集。最后,尽管基因表达的基因型与环境互作可能会破坏遗传网络,但共表达网络在不同环境下高度保守。具有更高网络连接性的基因受到更强的稳定选择,这表明表达的稳定选择在促进网络鲁棒性方面起着重要作用。