Sears Karen E, Maier Jennifer A, Rivas-Astroza Marcelo, Poe Rachel, Zhong Sheng, Kosog Kari, Marcot Jonathan D, Behringer Richard R, Cretekos Chris J, Rasweiler John J, Rapti Zoi
School of Integrative Biology, University of Illinois, Urbana, Illinois, United States of America; Institute for Genomic Biology, University of Illinois, Urbana, Illinois, United States of America.
School of Integrative Biology, University of Illinois, Urbana, Illinois, United States of America.
PLoS Genet. 2015 Aug 28;11(8):e1005398. doi: 10.1371/journal.pgen.1005398. eCollection 2015 Aug.
Variation among individuals is a prerequisite of evolution by natural selection. As such, identifying the origins of variation is a fundamental goal of biology. We investigated the link between gene interactions and variation in gene expression among individuals and species using the mammalian limb as a model system. We first built interaction networks for key genes regulating early (outgrowth; E9.5-11) and late (expansion and elongation; E11-13) limb development in mouse. This resulted in an Early (ESN) and Late (LSN) Stage Network. Computational perturbations of these networks suggest that the ESN is more robust. We then quantified levels of the same key genes among mouse individuals and found that they vary less at earlier limb stages and that variation in gene expression is heritable. Finally, we quantified variation in gene expression levels among four mammals with divergent limbs (bat, opossum, mouse and pig) and found that levels vary less among species at earlier limb stages. We also found that variation in gene expression levels among individuals and species are correlated for earlier and later limb development. In conclusion, results are consistent with the robustness of the ESN buffering among-individual variation in gene expression levels early in mammalian limb development, and constraining the evolution of early limb development among mammalian species.
个体间的差异是自然选择驱动进化的前提条件。因此,确定差异的起源是生物学的一个基本目标。我们以哺乳动物的肢体作为模型系统,研究了基因相互作用与个体及物种间基因表达差异之间的联系。我们首先构建了调控小鼠早期(肢体生长;E9.5 - 11)和晚期(肢体扩展与延长;E11 - 13)肢体发育的关键基因的相互作用网络。这产生了一个早期(ESN)和晚期(LSN)阶段网络。对这些网络的计算扰动表明ESN更具稳健性。然后,我们对小鼠个体中相同关键基因的水平进行了量化,发现它们在肢体发育早期的变化较小,并且基因表达的差异是可遗传的。最后,我们对四种肢体差异较大的哺乳动物(蝙蝠、负鼠、小鼠和猪)的基因表达水平差异进行了量化,发现物种间在肢体发育早期的水平变化较小。我们还发现,个体和物种间基因表达水平的差异在肢体发育的早期和晚期是相关的。总之,研究结果与ESN在哺乳动物肢体发育早期缓冲个体间基因表达水平差异以及限制哺乳动物物种早期肢体发育进化的稳健性一致。