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Metabolic engineering of yeast for de novo production of kratom monoterpene indole alkaloids 从头生产桔梗单萜吲哚生物碱的酵母代谢工程。
IF 6.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-02 DOI: 10.1016/j.ymben.2024.09.011
Maxence Holtz , Daniela Rago , Ida Nedermark , Frederik G. Hansson , Beata J. Lehka , Lea G. Hansen , Nils E.J. Marcussen , Wouter J. Veneman , Linda Ahonen , Juraithip Wungsintaweekul , Carlos G. Acevedo-Rocha , Ron P. Dirks , Jie Zhang , Jay D. Keasling , Michael K. Jensen
Monoterpene indole alkaloids (MIAs) from Mitragyna speciosa (“kratom”), such as mitragynine and speciogynine, are promising novel scaffolds for opioid receptor ligands for treatment of pain, addiction, and depression. While kratom leaves have been used for centuries in South-East Asia as stimulant and pain management substance, the biosynthetic pathway of these psychoactives have only recently been partially elucidated. Here, we demonstrate the de novo production of mitragynine and speciogynine in Saccharomyces cerevisiae through the reconstruction of a five-step synthetic pathway from common MIA precursor strictosidine comprising fungal tryptamine 4-monooxygenase to bypass an unknown kratom hydroxylase. Upon optimizing cultivation conditions, a titer of ∼290 μg/L kratom MIAs from glucose was achieved. Untargeted metabolomics analysis of lead production strains led to the identification of numerous shunt products derived from the activity of strictosidine synthase (STR) and dihydrocorynantheine synthase (DCS), highlighting them as candidates for enzyme engineering to further improve kratom MIAs production in yeast. Finally, by feeding fluorinated tryptamine and expressing a human tailoring enzyme, we further demonstrate production of fluorinated and hydroxylated mitragynine derivatives with potential applications in drug discovery campaigns. Altogether, this study introduces a yeast cell factory platform for the biomanufacturing of complex natural and new-to-nature kratom MIAs derivatives with therapeutic potential.
来自桔梗(Mitragyna speciosa,"kratom")的单萜吲哚生物碱(MIAs),如mitragynine和speciogynine,是治疗疼痛、成瘾和抑郁症的阿片受体配体的新型支架。几个世纪以来,东南亚地区一直使用桔梗叶作为兴奋剂和止痛药,但这些精神活性物质的生物合成途径直到最近才被部分阐明。在这里,我们展示了在酿酒酵母(Saccharomyces cerevisiae)中从常见的 MIA 前体严格苷(Strictosidine)通过真菌色胺 4-单加氧酶绕过未知的桔梗羟化酶,重建五步合成途径,从而从头生产出丝氨酸(mitragynine)和桔梗碱(speciogynine)。通过优化培养条件,从葡萄糖中获得了滴度为∼290 μg/L 的桔梗 MIAs。通过对主要生产菌株进行非靶向代谢组学分析,确定了许多来自严格苷合成酶(STR)和二氢紫堇碱合成酶(DCS)活性的分流产物,突出表明它们是酶工程的候选物,可进一步提高酵母中桔梗 MIAs 的产量。最后,通过饲喂氟化色胺和表达人类定制酶,我们进一步证明了氟化和羟化丝氨酸衍生物的生产,这些衍生物在药物发现活动中具有潜在的应用价值。总之,本研究介绍了一种酵母细胞工厂平台,用于生物制造具有治疗潜力的复杂天然和新天然桔梗 MIAs 衍生物。
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引用次数: 0
α-Substituted 3-hydroxy acid production from glucose in Escherichia coli 大肠杆菌利用葡萄糖生产α-取代的 3-羟基酸。
IF 6.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-21 DOI: 10.1016/j.ymben.2024.09.006
K'yal R. Bannister, Kristala L.J. Prather
Polyhydroxyalkanoates (PHAs) are renewably-derived, microbial polyesters composed of hydroxy acids (HAs). Demand for sustainable plastics alternatives, combined with the unfavorable thermal properties exhibited by some PHAs, motivates the discovery of novel PHA-based materials. Incorporation of α-substituted HAs yields thermostable PHAs; however, the reverse β-oxidation (rBOX) pathway, the canonical pathway for HA production, is unable to produce these monomers because it utilizes thiolases with narrow substrate specificity. Here, we present a thiolase-independent pathway to two α-substituted HAs, 3-hydroxyisobutyric acid (3HIB) and 3-hydroxy-2-methylbutyric acid (3H2MB). This pathway involves the conversion of glucose to various branched acyl-CoAs and ultimately to 3HIB or 3H2MB. As proof of concept, we engineered Escherichia coli for the specific production of 3HIB and 3H2MB from glucose at titers as high as 66 ± 5 mg/L and 290 ± 40 mg/L, respectively. Optimizing this pathway for 3H2MB production via a novel byproduct recycle increased titer by 60%. This work illustrates the utility of novel pathway design HA production leading to PHAs with industrially relevant properties.
聚羟基烷酸酯(PHA)是一种可再生的微生物聚酯,由羟基酸(HAs)组成。对可持续塑料替代品的需求,加上某些 PHAs 所表现出的不利热特性,促使人们发现了新型 PHA 基材料。掺入α-取代的HAs可产生耐热的PHA;然而,HA生产的典型途径--反向β-氧化(rBOX)途径却无法生产这些单体,因为它利用的是底物特异性很窄的硫醇酶。在这里,我们提出了一种不依赖硫醇酶的途径来产生两种α-取代的HA,即3-羟基异丁酸(3HIB)和3-羟基-2-甲基丁酸(3H2MB)。这一途径包括将葡萄糖转化为各种支链酰基-CoAs,并最终转化为 3HIB 或 3H2MB。作为概念验证,我们改造了大肠杆菌,以葡萄糖为原料特异性生产 3HIB 和 3H2MB,滴度分别高达 66 ± 5 mg/L 和 290 ± 40 mg/L。通过新型副产品循环优化该途径生产 3H2MB,滴度提高了 60%。这项工作说明了新型途径设计 HA 生产的实用性,从而生产出具有工业相关特性的 PHAs。
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引用次数: 0
Efficient utilization of xylose requires CO2 fixation in Synechococcus elongatus PCC 7942 有效利用木糖需要在伸长 Synechococcus PCC 7942 中进行二氧化碳固定。
IF 6.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-21 DOI: 10.1016/j.ymben.2024.09.010
Shannon R. Pressley, Jake N. Gonzales, Shota Atsumi
Cyanobacteria show great promise as autotrophic hosts for the renewable biosynthesis of useful chemicals from CO2 and light. While they can efficiently fix CO2, cyanobacteria are generally outperformed by heterotrophic production hosts in terms of productivity and titer. Photomixotrophy, or co-utilization of sugars and CO2 as carbon feedstocks, has been implemented in cyanobacteria to greatly improve productivity and titers of several chemical products. We introduced xylose photomixotrophy to a 2,3-butanediol producing strain of Synechococcus elongatus PCC 7942 and characterized the effect of gene knockouts, changing pathway expression levels, and changing growth conditions on chemical production. Interestingly, 2,3-butanediol production was almost completely inhibited in the absence of added CO2. Untargeted metabolomics implied that RuBisCO was a significant bottleneck, especially at ambient CO2 levels, restricting the supply of lower glycolysis metabolites needed for 2,3-butanediol production. The dependence of the strain on elevated CO2 levels suggests some practical limitations on how xylose photomixotrophy can be efficiently carried out in S. elongatus.
蓝藻作为自养宿主,利用二氧化碳和光进行有用化学物质的可再生生物合成,前景十分广阔。虽然蓝藻可以有效地固定二氧化碳,但就生产率和滴度而言,蓝藻通常比异养生产宿主更胜一筹。在蓝藻中实施光混合营养(或共同利用糖和二氧化碳作为碳原料)可大大提高几种化学产品的生产率和滴度。我们在生产 2,3-丁二醇的细长 Synechococcus PCC 7942 菌株中引入了木糖光复作用,并研究了基因敲除、改变途径表达水平和改变生长条件对化学产品生产的影响。有趣的是,在不添加二氧化碳的情况下,2,3-丁二醇的生产几乎完全受到抑制。非靶向代谢组学表明,RuBisCO 是一个重要的瓶颈,尤其是在环境 CO2 水平下,它限制了 2,3-丁二醇生产所需的低级糖酵解代谢物的供应。该菌株对升高的 CO2 水平的依赖性表明,在细长根瘤菌中如何有效地进行木糖光异养生存在一些实际限制。
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引用次数: 0
Establishing a coumarin production platform by protein and metabolic engineering 通过蛋白质和代谢工程建立香豆素生产平台。
IF 6.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-21 DOI: 10.1016/j.ymben.2024.09.009
Chong Xie , Ning An , Lei Zhou , Xiaolin Shen , Jia Wang , Yajun Yan , Xinxiao Sun , Qipeng Yuan
Coumarins are a vast family of natural products with diverse biological activities. Cinnamyl-CoA ortho-hydroxylases (CCHs) catalyze the gateway and rate-limiting step in coumarin biosynthesis. However, engineering CCHs is challenging due to the large size of the substrates and the vague structure-activity relationship. Herein, directed evolution and structure-guided engineering were performed to engineer a CCH (AtF6′H from Arabidopsis thaliana) using a fluorescence-based screening method, yielding the transplantable surface mutations and the substrate-specific pocket mutations with improved activity. Structural analysis and molecular dynamics simulations elucidated the conformational changes that led to increased catalytic efficiency. Applying appropriate variants with the optimized upstream biosynthetic pathways improved the titers of three simple coumarins by 5 to 22-fold. Further introducing glycosylation modules resulted in the production of four coumarin glucosides, among which the titer of aesculin was increased by 15.7-fold and reached 3 g/L in scale-up fermentation. This work unleashed the potential of CCHs and established an Escherichia coli platform for coumarins production.
香豆素是一个庞大的天然产品家族,具有多种生物活性。肉桂酰-CoA 原羟化酶(CCHs)催化香豆素生物合成的关键和限速步骤。然而,由于底物体积大且结构-活性关系模糊,CCHs 的工程化具有挑战性。本文采用基于荧光的筛选方法,通过定向进化和结构引导工程来设计一种 CCH(拟南芥中的 AtF6'H),从而获得了具有更高活性的可移植表面突变和底物特异性口袋突变。结构分析和分子动力学模拟阐明了导致催化效率提高的构象变化。应用经过优化的上游生物合成途径的适当变体,可使三种简单香豆素的滴度提高 5-22 倍。进一步引入糖基化模块后,生产出了四种香豆素葡萄糖苷,其中香豆素的滴度提高了 15.7 倍,在放大发酵中达到了 3 克/升。这项工作释放了 CCHs 的潜力,并建立了香豆素生产的大肠杆菌平台。
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引用次数: 0
Engineering ethanologenicity into the extremely thermophilic bacterium Anaerocellum (f. Caldicellulosiriuptor) bescii 在极嗜热细菌 Anaerocellum (f. Caldicellulosiriuptor) bescii 中实施乙醇工程。
IF 6.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-19 DOI: 10.1016/j.ymben.2024.09.007
Ryan G. Bing , Kathryne C. Ford , Daniel J. Willard , Mohamad J.H. Manesh , Christopher T. Straub , Tunyaboon Laemthong , Benjamin H. Alexander , Tania Tanwee , Hailey C. O'Quinn , Farris L. Poole , Jason Vailionis , Ying Zhang , Dmitry Rodionov , Michael W.W. Adams , Robert M. Kelly
The anaerobic bacterium Anaerocellum (f. Caldicellulosiruptor) bescii natively ferments the carbohydrate content of plant biomass (including microcrystalline cellulose) into predominantly acetate, H2, and CO2, and smaller amounts of lactate, alanine and valine. While this extreme thermophile (growth Topt 78 °C) is not natively ethanologenic, it has been previously metabolically engineered with this property, albeit initially yielding low solvent titers (∼15 mM). Herein we report significant progress on improving ethanologenicity in A. bescii, such that titers above 130 mM have now been achieved, while concomitantly improving selectivity by minimizing acetate formation. Metabolic engineering progress has benefited from improved molecular genetic tools and better understanding of A. bescii growth physiology. Heterologous expression of a mutated thermophilic alcohol dehydrogenase (AdhE) modified for co-factor requirement, coupled with bioreactor operation strategies related to pH control, have been key to enhanced ethanol generation and fermentation product specificity. Insights gained from metabolic modeling of A. bescii set the stage for its further improvement as a metabolic engineering platform.
厌氧细菌 Anaerocellum(f. Caldicellulosiruptor)bescii 可将植物生物质(包括微晶纤维素)中的碳水化合物发酵成主要是醋酸盐、H2 和 CO2 以及少量乳酸盐、丙氨酸和缬氨酸。虽然这种极端嗜热菌(生长温度最高可达 78°C)本身并不具有乙醇嗜性,但以前曾对其进行过具有这种特性的新陈代谢工程改造,尽管最初的溶剂滴度较低(∼ 15 mM)。在此,我们报告了在提高 A. bescii 的乙醇烯化性方面取得的重大进展,现在滴度已超过 130 mM,同时通过最大限度地减少醋酸盐的形成提高了选择性。代谢工程的进展得益于分子遗传工具的改进和对 A. bescii 生长生理学的更好了解。异源表达变异的嗜热型乙醇脱氢酶(AdhE)对辅助因子的要求有所改变,再加上与 pH 值控制相关的生物反应器操作策略,这些都是提高乙醇产量和发酵产品特异性的关键。从 A. bescii 代谢建模中获得的启示为其作为代谢工程平台的进一步改进奠定了基础。
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引用次数: 0
Architecting a transcriptional repressor-based genetic inverter for tryptophan derived pathway regulation in Escherichia coli 在大肠杆菌中构建基于转录抑制因子的基因转换器,以调控色氨酸衍生途径。
IF 6.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-16 DOI: 10.1016/j.ymben.2024.09.008
Xinyu Gong , Yuxi Teng , Jianli Zhang , Qi Gan , Ming Song , Ameen Alaraj , Peter Kner , Yajun Yan
Efficient microbial cell factories require intricate and precise metabolic regulations for optimized production, which can be significantly aided by implementing regulatory genetic circuits with versatile functions. However, constructing functionally diverse genetic circuits in host strains is challenging. Especially, functional diversification based on transcriptional repressors has been rarely explored due to the difficulty in inverting their repression properties. To address this, we proposed a design logic to create transcriptional repressor-based genetic inverters for functional enrichment. As proof of concept, a tryptophan-inducible genetic inverter was constructed by integrating two sets of transcriptional repressors, PtrpO1-TrpR1 and PtetO1-TetR. In this genetic inverter, the repression of TetR towards PtetO1 could be alleviated by the tryptophan-TrpR1 complex in the presence of tryptophan, leading to the activated output. Subsequently, we optimized the dynamic performance of the inverter and constructed tryptophan-triggered dynamic activation systems. Further coupling of the original repression function of PtrpO1-TrpR1 with inverter variants realized the tryptophan-triggered bifunctional regulation system. Finally, the dynamic regulation systems enabled tryptophan production monitoring. These systems also remarkably increased the titers of the tryptophan derivatives tryptamine and violacein by 2.0-fold and 7.4-fold, respectively. The successful design and application of the genetic inverter enhanced the applicability of transcriptional repressors.
高效的微生物细胞工厂需要复杂而精确的新陈代谢调控来优化生产,而实施具有多功能的调控基因回路可大大有助于实现这一目标。然而,在宿主菌株中构建功能多样化的基因回路具有挑战性。尤其是基于转录抑制因子的功能多样化,由于其抑制特性难以逆转,因此很少有人进行过探索。针对这一问题,我们提出了一种设计逻辑,以创建基于转录抑制因子的基因反转器,实现功能富集。作为概念验证,我们通过整合两组转录抑制因子(PtrpO1-TrpR1 和 PtetO1-TetR)构建了色氨酸诱导型基因反转器。在该基因反转器中,色氨酸-TrpR1复合物可在色氨酸存在的情况下缓解TetR对PtetO1的抑制,从而导致激活输出。随后,我们优化了反相器的动态性能,构建了色氨酸触发的动态激活系统。将 PtrpO1-TrpR1 的原始抑制功能与反相器变体进一步耦合,实现了色氨酸触发的双功能调控系统。最后,动态调节系统实现了色氨酸生产监控。这些系统还显著提高了色氨酸衍生物色胺和暴力素的滴度,分别提高了 2.0 倍和 7.4 倍。基因转换器的成功设计和应用提高了转录抑制剂的适用性。
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引用次数: 0
Optimized genome-wide CRISPR screening enables rapid engineering of growth-based phenotypes in Yarrowia lipolytica 经过优化的全基因组 CRISPR 筛选可实现基于脂肪溶解性亚罗菌生长表型的快速工程化。
IF 6.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-13 DOI: 10.1016/j.ymben.2024.09.005
Nicholas R. Robertson , Varun Trivedi , Brian Lupish , Adithya Ramesh , Yuna Aguilar , Stephanie Carrera , Sangcheon Lee , Anthony Arteaga , Alexander Nguyen , Chase Lenert-Mondou , Marcus Harland-Dunaway , Robert Jinkerson , Ian Wheeldon
CRISPR-Cas9 functional genomic screens uncover gene targets linked to various phenotypes for metabolic engineering with remarkable efficiency. However, these genome-wide screens face a number of design challenges, including variable guide RNA activity, ensuring sufficient genome coverage, and maintaining high transformation efficiencies to ensure full library representation. These challenges are prevalent in non-conventional yeast, many of which exhibit traits that are well suited to metabolic engineering and bioprocessing. To address these hurdles in the oleaginous yeast Yarrowia lipolytica, we designed a compact, high-activity genome-wide sgRNA library. The library was designed using DeepGuide, a sgRNA activity prediction algorithm and a large dataset of ∼50,000 sgRNAs with known activity. Three guides per gene enables redundant targeting of 98.8% of genes in the genome in a library of 23,900 sgRNAs. We deployed the optimized library to uncover genes essential to the tolerance of acetate, a promising alternative carbon source, and various hydrocarbons present in many waste streams. Our screens yielded several gene knockouts that improve acetate tolerance on their own and as double knockouts in media containing acetate as the sole carbon source. Analysis of the hydrocarbon screens revealed genes related to fatty acid and alkane metabolism in Y. lipolytica. The optimized CRISPR gRNA library and its successful use in Y. lipolytica led to the discovery of alternative carbon source-related genes and provides a workflow for creating high-activity, compact genome-wide libraries for strain engineering.
CRISPR-Cas9 功能基因组筛选能高效地发现与代谢工程各种表型相关的基因靶标。然而,这些全基因组筛选面临着一系列设计挑战,包括可变的引导 RNA 活性、确保足够的基因组覆盖率以及保持高转化效率以确保文库的全面代表性。这些挑战在非常规酵母中普遍存在,其中许多酵母的性状非常适合代谢工程和生物加工。为了解决油脂酵母 Yarrowia lipolytica 的这些难题,我们设计了一个紧凑、高活性的全基因组 sgRNA 文库。该文库是利用 DeepGuide(一种 sgRNA 活性预测算法)和一个包含 50,000 个已知活性 sgRNA 的大型数据集设计的。在由 23,900 条 sgRNA 组成的文库中,每个基因有三条引导线,可对基因组中 98.8% 的基因进行冗余靶向。我们利用优化后的文库发现了耐受醋酸盐(一种很有前途的替代碳源)和许多废物流中的各种碳氢化合物所必需的基因。我们的筛选结果表明,在含有醋酸盐作为唯一碳源的培养基中,有几种基因敲除可以提高对醋酸盐的耐受性。对碳氢化合物筛选的分析发现了与脂溶性酵母中脂肪酸和烷烃代谢有关的基因。优化的 CRISPR gRNA 文库及其在溶脂芽孢杆菌中的成功应用发现了替代碳源相关基因,并为菌株工程学提供了一个创建高活性、紧凑型全基因组文库的工作流程。
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引用次数: 0
Combinatorial iterative method for metabolic engineering of Yarrowia lipolytica: Application for betanin biosynthesis Yarrowia lipolytica 代谢工程的组合迭代法:在甜菜宁生物合成中的应用。
IF 6.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-10 DOI: 10.1016/j.ymben.2024.09.003
Wei Jiang , Shengbao Wang , Paulo Avila , Tue Sparholt Jørgensen , Zhijie Yang , Irina Borodina
Combinatorial library-based metabolic engineering approaches allow lower cost and faster strain development. We developed a genetic toolbox EXPRESSYALI for combinatorial engineering of the oleaginous yeast Yarrowia lipolytica. The toolbox enables consecutive rounds of engineering, where up to three combinatorially assembled gene expression cassettes can be integrated into each yeast clone per round. The cassettes are integrated into distinct intergenic sites or an open reading frame of a target gene if a simultaneous gene knockout is desired. We demonstrate the application of the toolbox by optimizing the Y. lipolytica to produce the red beet color betanin via six consecutive rounds of genome editing and screening. The library size varied between 24 and 360. Library screening was facilitated by automated color-based colony picking. In the first round, betanin pathway genes were integrated, resulting in betanin titer of around 20 mg/L. Through the following five consecutive rounds, additional biosynthetic genes were integrated, and the precursor supply was optimized, resulting in a titer of 70 mg/L. Three beta-glucosidases were deleted to prevent betanin deglycosylation, which led to a betanin titer of 130 mg/L in a small scale and a titer of 1.4 g/L in fed-batch bioreactors. The EXPRESSYALI toolbox can facilitate metabolic engineering efforts in Y. lipolytica (available via AddGene Cat. Nr. 212682–212704, Addgene kit ID # 1000000245).
基于组合库的代谢工程方法可以降低成本,加快菌株开发。我们开发了一个基因工具箱 EXPRESSYALI,用于油脂酵母 Yarrowia lipolytica 的组合工程。该工具箱可实现连续多轮工程,每轮可在每个酵母克隆中整合多达三个组合基因表达盒。如果需要同时敲除基因,这些基因盒可整合到不同的基因间位点或目标基因的开放阅读框中。我们通过六轮连续的基因组编辑和筛选,优化了脂溶性酵母生产红甜菜色素 betanin 的能力,从而展示了该工具箱的应用。文库大小在 24-360 个之间。文库筛选通过基于颜色的自动菌落挑选来实现。在第一轮中,整合了甜菜苷途径基因,使甜菜苷滴度达到约 20 毫克/升。在随后的连续五轮筛选中,整合了更多的生物合成基因,并优化了前体供应,结果滴度达到 70 毫克/升。为了防止甜菜宁脱糖,删除了三个β-葡萄糖苷酶,从而使甜菜宁的小规模滴度达到 130 毫克/升,而在饲料批量生物反应器中的滴度为 1.4 克/升。EXPRESSYALI 工具箱可促进脂溶性酵母的代谢工程(可通过 AddGene Cat Nr.)
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引用次数: 0
The 6-phosphofructokinase reaction in Acetivibrio thermocellus is both ATP- and pyrophosphate-dependent 热肠乙酸弧菌中的 6-磷酸果糖激酶反应既依赖 ATP,也依赖焦磷酸。
IF 6.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-06 DOI: 10.1016/j.ymben.2024.09.002
Jeroen G. Koendjbiharie, Teun Kuil, Carolus M.K. Nurminen, Antonius J.A. van Maris

Acetivibrio thermocellus (formerly Clostridium thermocellum) is a potential platform for lignocellulosic ethanol production. Its industrial application is hampered by low product titres, resulting from a low thermodynamic driving force of its central metabolism. It possesses both a functional ATP- and a functional PPi-dependent 6-phosphofructokinase (PPi-Pfk), of which only the latter is held responsible for the low driving force. Here we show that, following the replacement of PPi-Pfk by cytosolic pyrophosphatase and transaldolase, the native ATP-Pfk is able to carry the full glycolytic flux. Interestingly, the barely-detectable in vitro ATP-Pfk activities are only a fraction of what would be required, indicating its contribution to glycolysis has consistently been underestimated. A kinetic model demonstrated that the strong inhibition of ATP-Pfk by PPi can prevent futile cycling that would arise when both enzymes are active simultaneously. As such, there seems to be no need for a long-sought-after PPi-generating mechanism to drive glycolysis, as PPi-Pfk can simply use whatever PPi is available, and ATP-Pfk complements the rest of the PFK-flux. Laboratory evolution of the ΔPPi-Pfk strain, unable to valorize PPi, resulted in a mutation in the GreA transcription elongation factor. This mutation likely results in reduced RNA-turnover, hinting at transcription as a significant (and underestimated) source of anabolic PPi. Together with other mutations, this resulted in an A. thermocellus strain with the hitherto highest biomass-specific cellobiose uptake rate of 2.2 g/gx/h. These findings are both relevant for fundamental insight into dual ATP/PPi Pfk-nodes, which are not uncommon in other microorganisms, as well as for further engineering of A. thermocellus for consolidated bioprocessing.

热细胞醋酸梭菌(原热细胞梭菌)是木质纤维素乙醇生产的潜在平台。由于其中央代谢的热动力较低,产品滴度较低,阻碍了其工业应用。它同时具有功能性 ATP 和功能性 PPi 依赖性 6-磷酸果糖激酶(PPi-Pfk),其中只有后者对低驱动力负责。在这里,我们展示了在细胞质焦磷酸酶和反醛酸酶取代 PPi-Pfk 后,原生 ATP-Pfk 能够携带全部糖酵解通量。有趣的是,体外几乎检测不到的 ATP-Pfk 活性仅是所需活性的一小部分,这表明其对糖酵解的贡献一直被低估。动力学模型表明,PPi 对 ATP-Pfk 的强烈抑制作用可以防止两种酶同时活跃时产生的徒劳循环。因此,似乎不需要人们长期寻求的PPi生成机制来驱动糖酵解,因为PPi-Pfk可以简单地使用任何可用的PPi,而ATP-Pfk则补充PFK流的其余部分。ΔPPi-Pfk菌株无法利用PPi,其实验室进化导致GreA转录延伸因子发生突变。这种突变可能导致 RNA 翻转减少,暗示转录是合成 PPi 的一个重要来源(但被低估了)。这一突变与其他突变一起,使热菌菌株具有迄今为止最高的生物质特异性纤维生物糖吸收率(2.2 g/gx/h)。这些发现既有助于从根本上了解 ATP/PPi 双 Pfk 节点(这在其他微生物中并不罕见),也有助于进一步改造热菌,使其用于综合生物加工。
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引用次数: 0
A precise and sustainable doxycycline-inducible cell line development platform for reliable mammalian cell engineering with gain-of-function mutations 一种精确、可持续的强力霉素诱导细胞系开发平台,用于可靠的哺乳动物功能增益突变细胞工程。
IF 6.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-05 DOI: 10.1016/j.ymben.2024.09.004
Sung Wook Shin , Honggi Min , Jiwon Kim , Jae Seong Lee

For mammalian synthetic biology research, multiple orthogonal and tunable gene expression systems have been developed, among which the tetracycline (Tet)-inducible system is a key tool for gain-of-function mutations. Precise and long-lasting regulation of genetic circuits is necessary for the effective use of these systems in genetically engineered stable cell lines. However, current cell line development strategies, which depend on either random or site-specific integration along with antibiotic selection, are unpredictable and unsustainable, limiting their widespread use. To overcome these issues, we aimed to establish a Robust Overexpression via Site-specific integration of Effector (ROSE) system, a clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein 9-mediated streamlined Tet-On3G-inducible master cell line (MCL) development platform. ROSE MCLs equipped with a landing pad facilitated the transcriptional regulation of various effector genes via recombinase-mediated cassette exchange. Long-term investigation revealed that the modular design of genetic payloads and integration sites significantly affected the induction capacity and stability, with ROSE MCLs exhibiting exceptional induction performance. To demonstrate the versatility of our platform, we explored its efficiency for the precise regulation of selection stringency, manufacturing of therapeutic antibodies with tunable expression levels and timing, and transcription factor engineering. Overall, this study demonstrated the effectiveness and reliability of the ROSE platform, highlighting its potential for various biological and biotechnological applications.

在哺乳动物合成生物学研究中,已经开发出多种正交和可调的基因表达系统,其中四环素(Tet)诱导系统是功能增益突变的关键工具。要在基因工程稳定细胞系中有效利用这些系统,就必须对基因回路进行精确而持久的调控。然而,目前的细胞系开发策略依赖于随机或位点特异性整合以及抗生素选择,具有不可预知性和不可持续性,限制了其广泛应用。为了克服这些问题,我们的目标是建立一个 "通过特异位点整合的强效过表达效应器(ROSE)系统",这是一个由簇状规则间隔短回文重复序列(CRISPR)/CRISPR相关蛋白9介导的Tet-On3G诱导主细胞系(MCL)简化开发平台。配有着床垫的 ROSE MCL 可通过重组酶介导的盒式交换促进各种效应基因的转录调控。长期研究表明,基因有效载荷和整合位点的模块化设计对诱导能力和稳定性有显著影响,ROSE MCLs表现出卓越的诱导性能。为了证明我们平台的多功能性,我们探索了它在精确调节选择严格性、制造具有可调表达水平和时间的治疗性抗体以及转录因子工程方面的效率。总之,这项研究证明了 ROSE 平台的有效性和可靠性,凸显了它在各种生物和生物技术应用中的潜力。
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Metabolic engineering
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