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全基因组基因表达和RNA半衰期测量可预测嗜乙酸甲烷八叠球菌的调控和代谢行为。

Genome-wide gene expression and RNA half-life measurements allow predictions of regulation and metabolic behavior in Methanosarcina acetivorans.

作者信息

Peterson Joseph R, Thor ShengShee, Kohler Lars, Kohler Petra R A, Metcalf William W, Luthey-Schulten Zaida

机构信息

Department of Chemistry, University of Illinois at Urbana-Champaign, 505 S Mathews Ave, Urbana, 60801, IL, USA.

Center for Biophysics and Computational Biology, University of Illinois at Urbana-Champaign, 1110 W Green St, Urbana, 60801, IL, USA.

出版信息

BMC Genomics. 2016 Nov 16;17(1):924. doi: 10.1186/s12864-016-3219-8.

Abstract

BACKGROUND

While a few studies on the variations in mRNA expression and half-lives measured under different growth conditions have been used to predict patterns of regulation in bacterial organisms, the extent to which this information can also play a role in defining metabolic phenotypes has yet to be examined systematically. Here we present the first comprehensive study for a model methanogen.

RESULTS

We use expression and half-life data for the methanogen Methanosarcina acetivorans growing on fast- and slow-growth substrates to examine the regulation of its genes. Unlike Escherichia coli where only small shifts in half-lives were observed, we found that most mRNA have significantly longer half-lives for slow growth on acetate compared to fast growth on methanol or trimethylamine. Interestingly, half-life shifts are not uniform across functional classes of enzymes, suggesting the existence of a selective stabilization mechanism for mRNAs. Using the transcriptomics data we determined whether transcription or degradation rate controls the change in transcript abundance. Degradation was found to control abundance for about half of the metabolic genes underscoring its role in regulating metabolism. Genes involved in half of the metabolic reactions were found to be differentially expressed among the substrates suggesting the existence of drastically different metabolic phenotypes that extend beyond just the methanogenesis pathways. By integrating expression data with an updated metabolic model of the organism (iST807) significant differences in pathway flux and production of metabolites were predicted for the three growth substrates.

CONCLUSIONS

This study provides the first global picture of differential expression and half-lives for a class II methanogen, as well as provides the first evidence in a single organism that drastic genome-wide shifts in RNA half-lives can be modulated by growth substrate. We determined which genes in each metabolic pathway control the flux and classified them as regulated by transcription (e.g. transcription factor) or degradation (e.g. post-transcriptional modification). We found that more than half of genes in metabolism were controlled by degradation. Our results suggest that M. acetivorans employs extensive post-transcriptional regulation to optimize key metabolic steps, and more generally that degradation could play a much greater role in optimizing an organism's metabolism than previously thought.

摘要

背景

虽然已有一些关于在不同生长条件下测量的mRNA表达和半衰期变化的研究被用于预测细菌生物体中的调控模式,但这些信息在定义代谢表型方面能发挥作用的程度尚未得到系统研究。在此,我们展示了对一种模式产甲烷菌的首次全面研究。

结果

我们使用了在快速和缓慢生长底物上生长的产甲烷菌嗜乙酸甲烷八叠球菌的表达和半衰期数据来研究其基因调控。与仅观察到半衰期有小的变化的大肠杆菌不同,我们发现与在甲醇或三甲胺上快速生长相比,大多数mRNA在以乙酸盐为底物缓慢生长时具有显著更长的半衰期。有趣的是,半衰期的变化在酶的功能类别中并不一致,这表明存在mRNA的选择性稳定机制。利用转录组学数据,我们确定了转录或降解速率是否控制转录本丰度的变化。发现降解控制了约一半代谢基因的丰度,突出了其在调节代谢中的作用。发现在底物之间参与一半代谢反应的基因存在差异表达,这表明存在截然不同的代谢表型,其范围超出了产甲烷途径。通过将表达数据与该生物体的更新代谢模型(iST807)相结合,预测了三种生长底物在途径通量和代谢物产生方面的显著差异。

结论

本研究提供了第二类产甲烷菌差异表达和半衰期的首张全局图,同时也在单一生物体中首次提供了证据,证明RNA半衰期在全基因组范围内的剧烈变化可由生长底物调节。我们确定了每个代谢途径中哪些基因控制通量,并将它们分类为由转录(如转录因子)或降解(如转录后修饰)调控。我们发现代谢中超过一半的基因由降解控制。我们的结果表明,嗜乙酸甲烷八叠球菌采用广泛的转录后调控来优化关键代谢步骤,更普遍地说,降解在优化生物体代谢中可能发挥比以前认为的更大的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f5c/5112694/e1806d716c3d/12864_2016_3219_Fig1_HTML.jpg

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