高通量技术在萜类合成酶筛选中的应用

萜类化合物种类繁多,生物活性多样,在食品、药品与化妆品等行业中具有广泛的应用。萜类化合物多来源于植物,然而随着合成生物学的快速发展,相较于传统的天然植物提取与化学合成方法,利用工程微生物进行萜类化合物异源合成的方法显得更为经济与环保。萜类合成酶的催化活性及合成产物的结构特性是萜类化合物异源合成的关键。通过蛋白定向进化与理性设计可以有针对性地优化萜类合成酶的催化性能及产物专一性,但该方案需要一个特异的筛选方法来实现蛋白突变体库的高通量筛选。近年来,一系列高通量筛选方法的建立使得萜类合成酶的筛选变得更加灵敏与高效。本文对近期建立的萜类合成酶高通量筛选方法进行了综述,简要概述了各种筛选方法的基本原理与优缺点,并对高通量筛选技术在萜类合成酶改造中的应用做出了展望。     

Characterization and designing of an SAM riboswitch to establish a high-throughput screening platform for SAM overproduction in Saccharomyces cerevisiae

S-adenosyl- l -methionine (SAM) is a high-value compound widely used in the treatment of various diseases. SAM can be produced through fermentation, but further enhancing the microbial production of SAM requires novel high-throughput screening methods for rapid detection and screening of mutant libraries. In this work, an SAM-OFF riboswitch capable of responding to the SAM concentration was obtained and a high-throughput platform for screening SAM overproducers was established. SAM synthase was engineered by semirational design and directed evolution, which resulted in the SAM2^{S203F,W164R,T251S,Y285F,S365R} mutant with almost twice higher catalytic activity than the parental enzyme. The best mutant was then introduced into Saccharomyces cerevisiae BY4741, and the resulting strain BSM8 produced a sevenfold higher SAM titer in shake-flask fermentation, reaching 1.25 g L⁻¹. This work provides a reference for designing biosensors to dynamically detect metabolite concentrations for high-throughput screening and the construction of effective microbial cell factories.     

高通量筛选工具的设计与应用

定向进化方法作为新兴的高效蛋白质工程手段,其内容包括蛋白质突变体文库的构建和有效突变体的快速筛选。高通量筛选方法是定向进化方法的重要组成部分,是成功获得有效突变体的关键。筛选的突变体数量越多,获得有效突变体的几率越大。以下介绍了目前已经成功应用于或有潜力应用于定向进化改造蛋白质的几种高通量筛选工具。高通量筛选工具的不断设计与开发将推动蛋白质工程领域的技术革新。     

Metabolic engineering of plants for polyunsaturated fatty acid production

Very-long-chain polyunsaturated fatty acids (VLCPUFAs) have demonstrated health benefits. Currently, the main sources for these fatty acids are oils from fish and microbes. However, shrinking fish populations and the high cost of microbial oil extraction are making the economic sustainability of these sources questionable. Metabolic engineering of oilseed crops could provide a novel and sustainable source of VLCPUFAs. Recently, genes encoding desaturases and elongases from microbes have been identified and successfully expressed in oilseed plants. However, the levels of VLCPUFAs produced in transgenic plants expressing these genes are still much lower than those found in native microbes. This review assesses the recent progress and future perspectives in the metabolic engineering of PUFAs in plants.     

A high-throughput expression and screening platform for applications-driven PETase engineering

The environmental consequences of plastic waste have impacted all kingdoms of life in terrestrial and aquatic ecosystems. However, as the burden of plastic pollution has increased, microbes have evolved to utilize anthropogenic polymers as nutrient sources. Of depolymerase enzymes, the best characterized is PETase, which hydrolyzes aromatic polyesters. PETase engineering has made impressive progress in recent years; however, further optimization of engineered PETase toward industrial application has been limited by lower throughput techniques used in protein purification and activity detection. Here, we address these deficiencies through development of a higher-throughput PETase engineering platform. Secretory expression via YebF tagging eliminates lysis and purification steps, facilitating production of large mutant libraries. Fluorescent detection of degradation products permits rapid screening of depolymerase activity in microplates as opposed to serial chromatographic methods. This approach enabled development of more stable PETase, semi-rational (SR) PETase variant containing previously unpublished mutations. SR-PETase releases 1.9-fold more degradation products and has up to 7.4-fold higher activity than wild-type PETase over 10 days at 40°C. These methods can be adapted to a variety of chemical environments, enabling screening of PETase mutants in applications-relevant conditions. Overall, this work promises to facilitate advancements in PETase engineering toward industrial depolymerization of plastic waste.     

An automated mass spectrometry-based screening method for analysis of sulfated glycosaminoglycans

Glycosaminoglycans (GAGs) are linear polysaccharides, consisting of repeated disaccharide units, attached to core proteins in all multicellular organisms. Chondroitin sulfate (CS) and dermatan sulfate (DS) constitute a subgroup of sulfated GAGs for which the degree of sulfation varies between species and tissues. One major goal in GAG characterization is to correlate structure to function. A common approach is to exhaustively degrade the GAG chains and thereafter determine the amount of component disaccharide units. In large-scale studies, there is a need for high-throughput screening methods since existing methods are either very time- or samples consuming. Here, we present a new strategy applying MALDI-TOF MS in positive ion mode for semi-qualitative and quantitative analysis of CS/DS derived disaccharide units. Only a few picomoles of sample are required per analysis and 10 samples can be analyzed in 25 min, which makes this approach an attractive alternative to many established assay methods. The total CS/DS concentration in 19 samples derived from Caenorhabditis elegans and mammalian tissues and cells was determined. The obtained results were well in accordance with concentrations determined by a standard liquid chromatography-based method, demonstrating the applicability of the method for samples from various biological matrices containing CS/DS of different sulfation degrees.     

高通量筛选系统在定向改造中的新进展

酶和细胞工厂是工业生物技术的核心,在医药、化工、食品、农业、能源等诸多领域发挥重要作用.一般天然酶和细胞均需通过分子改造提高其催化效率、稳定性及立体选择性等.定向改造为快速改善酶和细胞工厂的性能提供了可能性,其中灵敏可靠的高通量筛选方法是决定酶和细胞工厂成功高效定向改造的关键.文中阐述并分析讨论了各种筛选方法的优缺点、...     

平台化学品短链支链脂肪酸和短链支链醇的微生物代谢工程

短链支链脂肪酸和短链支链醇均为重要的平台化学品,是合成多种高附加值产品的前体物质,市场需求巨大。目前两者的生产主要是利用基于石化原料的化学合成法。化学合成法存在着严重依赖化石燃料、反应效率低以及极易造成环境污染等缺点。微生物代谢工程的快速发展为这些平台化学品的生产提供了一条极具潜力的生物合成路线。利用微生物代谢工程技术构建生产这些平台化学品的微生物细胞工厂具有绿色清洁、可持续发展和经济效益好等独特优势。本文系统综述了近年来微生物代谢工程技术在短链支链脂肪酸和短链支链醇合成方面的研究进展,包括所涉及的宿主菌株、关键酶、代谢途径及其改造等,并探讨了未来的发展前景。     

A metabolic engineering strategy for producing free fatty acids by the Yarrowia lipolytica yeast based on impairment of glycerol metabolism

In recent years, bio‐based production of free fatty acids from renewable resources has attracted attention for their potential as precursors for the production of biofuels and biochemicals. In this study, the oleaginous yeast Yarrowia lipolytica was engineered to produce free fatty acids by eliminating glycerol metabolism. Free fatty acid production was monitored under lipogenic conditions with glycerol as a limiting factor. Firstly, the strain W29 (Δgpd1), which is deficient in glycerol synthesis, was obtained. However, W29 (Δgpd1) showed decreased biomass accumulation and glucose consumption in lipogenic medium containing a limiting supply of glycerol. Analysis of substrate utilization from a mixture of glucose and glycerol by the parental strain W29 revealed that glycerol was metabolized first and glucose utilization was suppressed. Thus, the Δgpd1Δgut2 double mutant, which is deficient also in glycerol catabolism, was constructed. In this genetic background, growth was repressed by glycerol. Oleate toxicity was observed in the Δgpd1Δgut2Δpex10 triple mutant strain which is deficient additionally in peroxisome biogenesis. Consequently, two consecutive rounds of selection of spontaneous mutants were performed. A mutant released from growth repression by glycerol was able to produce 136.8 mg L^?1 of free fatty acids in a test tube, whereas the wild type accumulated only 30.2 mg L^?1. Next, an isolated oleate‐resistant strain produced 382.8 mg L^?1 of free fatty acids. Finely, acyl‐CoA carboxylase gene (ACC1) over‐expression resulted to production of 1436.7 mg L^?1 of free fatty acids. The addition of dodecane promoted free fatty acid secretion and enhanced the level of free fatty acids up to 2033.8 mg L^?1 during test tube cultivation.

     

A fluorescence-based assay for fatty acid amide hydrolase compatible with high-throughput screening

A novel fluorescent assay to continuously monitor fatty acid amide hydrolase (FAAH) activity that is simple, sensitive, and amenable to high-throughput screening (HTS) of compound libraries is described in this article. Stable Chinese hamster ovary (CHO) cell lines expressing either human FAAH or an inactive mutant, FAAH-S241A, were established. Arachidonyl 7-amino, 4-methyl coumarin amide (AAMCA), a novel fluorogenic substrate for FAAH, was designed and synthesized. FAAH catalyzes the hydrolysis of AAMCA to generate arachidonic acid and a highly fluorescent 7-amino, 4-methyl coumarin (AMC). The assay was done at 25 degrees C by incubating whole cell or microsomal preparations from FAAH-expressing cells with AAMCA. Release of AMC was monitored continuously using a fluorometer. Microsomal FAAH catalyzed the hydrolysis of AAMCA with an apparent K(m) of 0.48muM and V(max) of 58pmolmin(-1)mgprotein(-1). The assay is specific for FAAH given that microsomes prepared from cells expressing FAAH-S241A or vector alone had no significant activity against AAMCA. Furthermore, the activity was inhibited by URB-597, an FAAH-specific inhibitor, in a concentration-dependent manner with an IC(50) of 33.5nM. The assay was optimized for HTS and had a Z' value ranging from 0.7 to 0.9. The assay is also compatible with ex vivo analysis of FAAH activity.     

酿酒酵母生产羧酸的代谢工程策略

羧酸广泛地应用于食品、医药和化工等行业,具有广阔的市场前景.作为真核模式微生物,酿酒酵母作为代谢工程平台用来生产有机酸具有明显优势.本文论述了酿酒酵母生产重要羧酸的策略:首先构建一条能够和糖酵解途径相连接的高效的重要羧酸积累途径,进而探讨如何将碳代谢流由乙醇转向目的产物,在此基础上研究有机酸的转运及涉及到的能量问题.最后,对当前研究存在的问题进行了分析,并对未来研究方向进行了展望.     

Gas chromatography–mass spectrometry-based simultaneous quantitative analytical method for urinary oxysterols and bile acids in rats

A simultaneous quantitative assay method for urinary oxysterols and bile acids using GC–MS was developed to investigate the mechanism of liver toxicity induced by drugs or chemicals. Sample preparations were optimized by exploring various extraction solvents, derivatization reagents, and hydrolysis methods to achieve reliable and maximum sensitivity for these two different compound classes. As a result, satisfactory accuracy, precision, and sensitivity were obtained in the validation. The method was then applied to quantify urinary oxysterols and bile acids produced from liver toxicity induced by atorvastatin (250 mg/kg/day). From the results, increases in bile acid levels and decreases in the concentration ratio between cholic acid and chenodeoxycholic acid, which are the distinguishing phenomena observed in serum or bile for liver toxicity, were also observed in urine. Additionally, the mechanism of liver toxicity was investigated with the urinary concentration ratio of product to precursor in the metabolic pathway from cholesterol to bile acids. The results indicated that enzyme activities related to the production and degradation of bile acids, not oxysterols, were significantly changed from liver toxicity. Thus, it was concluded that urinary levels of oxysterols and bile acids could be useful tools for checking liver toxicity and investigating its mechanism.     

四碳有机酸生物合成的代谢工程研究进展

四碳有机酸作为重要的平台化学品,广泛应用于食品、化工、农业、医药和生物材料等领域.与传统的石化法相比,利用微生物发酵生产四碳有机酸具有反应条件温和、过程绿色环保等优势,具有广泛的应用前景.文中总结了四碳有机酸的生物合成途径和代谢机制,着重讨论了天然菌株生产四碳有机酸以及基于菌种选育和代谢工程改造策略提高四碳有机酸合成能...     

氨基酸生产的代谢工程研究进展与发展趋势

氨基酸发酵是我国发酵工业的支柱产业,近年来,随着代谢工程的快速发展,氨基酸的代谢工程育种蓬勃发展。传统的正向代谢工程、基于组学分析与计算机模拟的反向代谢工程以及借鉴自然进化的进化代谢工程,都有越来越多的应用。在氨基酸的工业生产中涌现出了一系列具有高效生产、抗逆性强等优良性状的菌株。日益剧烈的市场竞争对菌株的选育提出了新的要求,如开发高附加值氨基酸品种、菌株代谢的动态调控、适应新工艺的要求等。文中介绍了氨基酸生产相关的代谢工程研究进展以及未来的发展趋势。     

The role of fatty acid binding protein on the metabolism of fatty acids in isolated rat hepatocytes

In isolated rat hepatocytes flavaspidic acid, a competitor with free fatty acids for the fatty-acid-binding-protein, decreased the uptake of oleic acid and triglyceride synthesis but stimulated the formation of CO₂ and ketone bodies from oleic acid. Flavaspidic acid had no effect on the utilization of octanoic acid. Stimulation of the microsomal fatty-acid-activating enzyme by the fatty-acid-binding protein was reversed by flavaspidic acid. In contrast, the binding protein inhibited the mitochondrial fatty-acid-activating enzyme. Flavaspidic acid not only prevented this inhibition but actually stimulated the enzyme activity. The results indicate that the cytosol fatty-acid-binding protein directs the metabolism of long chain fatty acids toward esterification as well as enhancing their cellular uptake.     

Quantitative analysis of free fatty acids in rat plasma using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry with meso-tetrakis porphyrin as matrix

Quantitative analysis of free fatty acids was achieved using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) with a meso-tetrakis porphyrin matrix. Cesium acetate was employed as a cationizing agent. The MALDI signal was reproducible and dominated by cesiated cesium carboxylates [RCOOCs + Cs]+. The addition of two Cs ions resulted in a mass shift of 264.8 Da for each fatty acid and greatly reduced background peaks. A linear relationship between fatty acid concentration and corresponding fatty acid to internal standard peak intensity ratio was observed for three representative fatty acids analyzed across a concentration range from 4.40 to 150 microM, with correlation coefficients between 0.986 and 0.987. The application of this method was demonstrated with the analysis of free fatty acids in nonfasted and fasted rat plasmas. A total of eight free fatty acids (14:0, 16:0, 16:1, 17:0, 18:0, 18:1, 18:2, and 20:4) were detected. The relative peak height ratios of the fatty acids to the internal standard allow quantitative measurements of the free fatty acids. It was shown that the levels of free fatty acids were higher in fasted rats than in rats in a nonfasted state. This method is simple, sensitive, and fast. Thus, it provides an appealing tool for the analysis of free fatty acids or other low-molecular weight compounds during drug discovery and/or development.