Department of Chemical and Biomolecular Engineering, Institute for Genomic Biology, Urbana, USA.
Biotechnol Biofuels. 2013 Jul 6;6(1):96. doi: 10.1186/1754-6834-6-96.
Xylose-based ethanol production by recombinant S. cerevisiae is of great interest to basic and applied bioenergy research. By expressing three different fungal pathways in two S. cerevisiae hosts respectively, we found that the xylose utilization efficiency by recombinant S. cerevisiae depends not only on the choice of xylose pathway but also on the choice of host, exhibiting an obvious host or context dependence. To investigate molecular mechanisms of this context dependence, we applied RNA-seq analysis in this study for a systematic characterization of the xylose utilization via different pathways in different S. cerevisiae hosts.
Based on the RNA-seq analysis, the transcripts that were regulated during xylose utilization have been identified. Three transcription factors involved in regulation of amino acid metabolism, responses to oxidative stresses, and degradation of aggregated proteins, respectively, were found to participate in xylose metabolism regulation regardless of which pathway was expressed and which host the xylose pathway was expressed in. Nine transcription factors, involved in homeostasis, regulation of amino acid metabolism, and stress responses, were identified as the key modules responsible for the host-specific responses to the same xylose pathway. In addition, the transcriptional regulations of xylose utilization in different yeast hosts were compared to two reference regulation patterns, which indicated that diverse regulation strategies were adopted by different hosts for improved xylose utilization.
This study provides the first transcriptomic study of the host dependence of xylose utilization in S. cerevisiae. Both the conserved regulatory modules for xylose metabolism and the key modules responsible for host dependence were identified. As indicated by the functions of the conserved transcription factors involved in xylose metabolism regulation, the xylose utilization in recombinant S. cerevisiae may be affected by both carbohydrate metabolism regulation and stress responses. Based on the comparison of transcriptional regulation patterns, the metabolic optimizations of xylose utilization in different hosts went toward different directions, which may explain the host dependence observed in this study. The knowledge revealed by this study could provide valuable insights towards the improvement of metabolic engineering strategies for cellulosic ethanol production.
利用重组酿酒酵母生产木糖基乙醇,这对基础和应用生物能源研究非常重要。通过分别在两种酿酒酵母宿主中表达三种不同的真菌途径,我们发现重组酿酒酵母利用木糖的效率不仅取决于木糖途径的选择,还取决于宿主的选择,表现出明显的宿主或环境依赖性。为了研究这种环境依赖性的分子机制,我们在这项研究中应用 RNA-seq 分析,对不同酿酒酵母宿主中不同途径利用木糖的过程进行了系统的特征描述。
基于 RNA-seq 分析,确定了在木糖利用过程中被调控的转录本。发现三个转录因子分别参与调节氨基酸代谢、氧化应激反应和聚集蛋白的降解,无论表达哪种途径以及在哪个宿主中表达木糖途径,它们都参与木糖代谢的调控。还确定了九个转录因子,它们参与内稳态、氨基酸代谢的调节以及应激反应,被认为是负责宿主对相同木糖途径的特异性反应的关键模块。此外,还比较了不同酵母宿主中木糖利用的转录调控,与两种参考调控模式相比,这表明不同宿主采用了不同的调控策略来提高木糖的利用效率。
本研究提供了酿酒酵母木糖利用的宿主依赖性的首次转录组学研究。鉴定了木糖代谢保守调控模块和负责宿主依赖性的关键模块。如参与木糖代谢调控的保守转录因子的功能所示,重组酿酒酵母中的木糖利用可能受到碳水化合物代谢调控和应激反应的双重影响。基于转录调控模式的比较,不同宿主中木糖利用的代谢优化方向不同,这可能解释了本研究中观察到的宿主依赖性。本研究揭示的知识可为改善纤维素乙醇生产的代谢工程策略提供有价值的见解。