Evolutionary Genomics Group, Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Research Institute (IMIM)-Universitat Pompeu Fabra (UPF), Barcelona, Spain.
Dipartimento di Farmacia e Biotecnologie (FaBiT), Università di Bologna, Bologna, Italy.
Sci Rep. 2019 Jul 29;9(1):11005. doi: 10.1038/s41598-019-47424-w.
Cells responds to diverse stimuli by changing the levels of specific effector proteins. These changes are usually examined using high throughput RNA sequencing data (RNA-Seq); transcriptional regulation is generally assumed to directly influence protein abundances. However, the correlation between RNA-Seq and proteomics data is in general quite limited owing to differences in protein stability and translational regulation. Here we perform RNA-Seq, ribosome profiling and proteomics analyses in baker's yeast cells grown in rich media and oxidative stress conditions to examine gene expression regulation at various levels. With the exception of a small set of genes involved in the maintenance of the redox state, which are regulated at the transcriptional level, modulation of protein expression is largely driven by changes in the relative ribosome density across conditions. The majority of shifts in mRNA abundance are compensated by changes in the opposite direction in the number of translating ribosomes and are predicted to result in no net change at the protein level. We also identify a subset of mRNAs which is likely to undergo specific translational repression during stress and which includes cell cycle control genes. The study suggests that post-transcriptional buffering of gene expression may be more common than previously anticipated.
细胞通过改变特定效应蛋白的水平来响应各种刺激。这些变化通常使用高通量 RNA 测序数据(RNA-Seq)进行检测;转录调控通常被认为直接影响蛋白质丰度。然而,由于蛋白质稳定性和翻译调控的差异,RNA-Seq 和蛋白质组学数据之间的相关性通常相当有限。在这里,我们在富含营养的培养基和氧化应激条件下生长的酵母细胞中进行 RNA-Seq、核糖体分析和蛋白质组学分析,以检查不同水平的基因表达调控。除了一小部分参与维持氧化还原状态的基因在转录水平受到调节外,蛋白质表达的调节主要是由条件下相对核糖体密度的变化驱动的。大多数 mRNA 丰度的变化都被翻译核糖体数量的相反变化所补偿,并且预计在蛋白质水平上不会产生净变化。我们还鉴定了一组在应激期间可能经历特定翻译抑制的 mRNA,其中包括细胞周期控制基因。该研究表明,基因表达的转录后缓冲可能比以前预期的更为普遍。