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。     

细菌萜类合成酶的生物信息学分析

【目的】目前对于萜类合成酶(Terpenoid synthase,TPS)的研究主要集中在植物和真菌中,而对细菌TPS的系统研究尚少。建立在大量已经被测序的细菌基因组基础上,利用生物信息学方法,对细菌TPS在全基因组范围内进行识别、分类和功能分析。【方法】利用TPS的隐马尔科夫模型(Pfam编号为PF03936)搜索自建的细菌蛋白质组数据库,预测出细菌TPS。对这些候选TPS的蛋白序列用MAFFT 7.130b进行多序列比对,并利用MEGA 6.0对多序列比对结果进行进化分析。利用MEME和PredictProtein分别进行细菌TPS的基序(Motifs)和点突变分析。【结果】建立在生物信息学分析的基础上,1 423条细菌TPS被识别,它们分布在8个门中,即放线菌门(Actinobacteria)、变形菌门(Proteobacteria)、蓝藻门(Cyanobacteria)、拟杆菌门(Bacteroidetes)、厚壁菌门(Firmicutes)、绿弯菌门(Chloroflexi)、酸杆菌门(Acidobacteria)和衣原体门(Chlamydiae)。进化分析表明细菌TPS可分为4大类,Motifs分析表明除了各类之间保守的基序(Motifs)外,还有特异的Motifs,这暗示着细菌TPS在不同类别之间的功能分化。点突变分析表明,细菌TPS不同位点的氨基酸突变对TPS功能的影响不同。【结论】细菌TPS主要分布于8个门中,其中在2个门中细菌TPS尚未见报道,即厚壁菌门(Firmicutes)与酸杆菌门(Acidobacteria)。基于进化分析,可以把细菌TPS分为4类,各类之间的差异可能是由类特异的Motifs决定的,另外细菌TPS不同氨基酸位点的突变分析为今后验证TPS的功能提供了很好的理论基础。     

单萜类化合物的微生物合成

单萜类化合物是萜类化合物的一种,一般具有挥发性和较强的香气,部分单萜还具有抗氧化、抗菌、抗炎等生理活性,是医药、食品和化妆品工业的重要原料.近年来,利用微生物异源合成单萜类化合物的研究引起了科研人员的广泛关注,但因产量低、生产成本高等限制了其大规模应用.合成生物学的迅猛发展为微生物生产单萜类化合物提供了新的手段,通过改...     

毛竹萜类合成酶基因家族序列鉴定与表达分析

通过生物信息学方法,对毛竹(Phyllostachys edulis(Carrière)J.Houzeau)TPS基因家族的成员进行鉴定,并对其编码蛋白的理化性质、基因结构、进化关系、蛋白结构、启动子元件及表达模式进行了分析。结果表明,毛竹全基因组含有14个TPS候选基因,大小为693~2439 bp。编码蛋白等电点为5.08~8.17。系统发育分析结果显示,毛竹含有TPS-a、TPS-b、TPS-e/f、和TPS-g 4个亚家族,成员数目分别为6、5、2、1个。TPS蛋白质二级结构中,α-螺旋和无规则卷曲所占比重较大;毛竹TPS基因家族各成员蛋白三维结构比较相似。基因启动子分析共获得50个调控元件,可分为6大类,其中光响应相关元件数量最多,共包含17个顺式调控元件。基于转录组测序数据构建的基因表达谱热图分析结果表明,Pe TPS在叶、花和笋等7个组织中的表达差异明显,表现出组织特异性,其中Pe TPS9仅在早花期花序中表达,Pe TPS8仅在叶中表达。     

体内连续定向进化研究进展

定向进化为合成生物学的发展提供了一种简单高效的工具,尤其在化学品合成和医药开发方面发挥着重要的作用.但是传统的定向进化技术存在操作繁琐、耗时和效率低的问题,不能满足大量突变文库的构建和筛选.近几年,一项将突变、翻译(进化非基因)、筛选和复制过程进行无缝连接的体内连续定向进化技术开始出现,该技术在噬菌体、细菌和真核细胞中...     

植物源二萜类化合物微生物合成研究进展

植物源二萜类天然产物结构复杂且功能多样,具有抗癌、抗炎和抗菌等多种药理活性,在药品、化妆品和食品添加剂等方面广泛应用。近年来,基于植物源二萜类化合物(diterpenoids)生物合成途径中功能基因的逐步揭示和合成生物技术的发展,科研人员采用代谢工程技术构建了多种二萜类化合物的微生物细胞工厂,且多个化合物达到克级产量。本文对植物源二萜类化合物微生物细胞工厂的构建情况进行综述,介绍并探讨植物源二萜类化合物微生物合成的研究进展和改造策略,为高产二萜类化合物细胞工厂构建和工业化生产提供参考。     

茉莉花萜类合成酶基因的转录组鉴定及响应外源激素的表达研究

探究萜类合成酶(Terpenoid synthase,TPS)在茉莉花萜类化合物合成中的作用及外源激素处理下的表达模式,为深入研究茉莉花TPS基因家族的功能及在外源激素胁迫中的作用奠定理论依据.以茉莉花转录组数据为基础,利用生物信息学方法对茉莉花TPS家族进行鉴定及分析,采用实时荧光定量分析茉莉花TPS家族在茉莉花不同...     

蜂胶中的萜类化合物

本文根据萜类成分结构所属的基本骨架对蜂胶中已发现的萜类化合物进行分类汇总,并给出蜂胶的地理来源,旨在为蜂胶化学成分的的研究提供有价值的化学依据,为全面评价蜂胶的药用价值提供参考。     

遮阴对柠檬香茅中萜类化合物及其合成酶基因影响研究

为获取柠檬香茅(Cymbopogon citratus)中萜类化合物及其合成酶基因信息,以正常生长及遮阴下的柠檬香茅嫩叶为材料,进行代谢组学和转录组学结合q RT-PCR验证分析。代谢组分析结果表明,柠檬香茅所含萜类共23种,包括单萜4种、倍半萜4种、二萜8种、三萜3种和四萜4种。在遮阴下,柠檬香茅的二萜类银杏内酯C和四萜类虾青素相对含量更高。转录组测序结果表明,单萜生物合成涉及4类合成酶的24个基因,二萜生物合成涉及11类合成酶的49个基因,倍半萜和三萜生物合成涉及12类合成酶的58个基因,其中6类合成酶的8个基因在遮阴下的相对表达量显著提高,而前萘二烯加氧酶(c64786.0)基因正好相反。q RT-PCR分析表明,遮阴下4个FPKM值差异明显的萜类合成酶基因表达的变化趋势与转录组测序结果一致,但不同合成酶基因的差异表达量存在差异。因此,柠檬香茅所含4类共23种萜类化合物由27类合成酶共131个基因编码而来,不同光照强度影响9个合成酶基因的表达和2种萜类化合物含量。     

Directed evolution of LuxI for enhanced OHHL production

Quorum sensing is a common mechanism used by bacteria to coordinate population behavior, and is involved in a variety of biological processes, such as bioluminescence, virulence factor synthesis, antibiotic production, and biofilm formation. To engineer the LuxI enzyme of the LuxI-LuxR quorum-sensing system, we developed a high throughput genetic selection to identify LuxI mutants with improved OHHL (3-oxo-hexanoyl homoserine lactone) synthesis in E. coli. Using this genetic selection, we created LuxI mutants with improved OHHL synthesis rates and yields through directed evolution, identifying three LuxI mutants after two generations. An in vivo semi-quantitative method allowed for verification of the genetic screen and OHHL yields were quantified using HPLC-MS/MS, revealing an 80-fold increase in a mutant culture compared to the wildtype culture. In addition to OHHL, the yields of C6HSL (hexanoyl homoserine lactone) and C8HSL (octanoyl homoserine lactone) were also improved, and a slight change in substrate specificity towards C6HSL production was observed. Based on alignment with the crystal structure of EsaI, a homolog of LuxI, two mutations are most likely involved in enhancing the interactions between the enzyme and the substrates. The high throughput genetic selection and the semi-quantitative method can be conveniently modified for the directed evolution of LuxI homologs. The identification of these LuxI mutants has implications in synthetic biology, where they can be used for the construction of artificial genetic circuits. In addition, development of drugs that specifically target quorum sensing to attenuate the pathogenesis of gram-negative infectious bacteria might also benefit from the insights into the molecular mechanism of quorum sensing revealed by the amino acid substitutions.     

Molecular evolution of nitric oxide synthases in metazoans

Nitric oxide synthases (NOS), the enzymes responsible for the NO synthesis, are present in all eukaryotes. Three isoforms (neuronal, inducible and endothelial), encoded by different loci, have been described in vertebrates, although the endothelial isoform seems to be restricted to tetrapods. In invertebrates, a variety of NOS isoforms have been variably annotated as "inducible" or "neuronal", while others lack precise annotation. We have performed an exhaustive collection of the available NOS amino-acid sequences in order to perform a phylogenetic analysis. We hypothesized that the NOS isoforms reported in vertebrates derive from 1) different invertebrate NOS, 2) a single invertebrate ancestral gene, through an event related to the double whole genomic duplication that occurred at the origin of vertebrates, and 3) the endothelial form of NOS appeared late in the evolution of vertebrates, after the split of tetrapods and fishes. Our molecular evolution analysis strongly supports the second scenario, the three vertebrate NOS isoforms derived from a single ancestral invertebrate gene. Thus, the diverse NOS isoforms in invertebrates can be explained by events of gene duplication, but their characterization as "inducible" or "neuronal" should only be justified by physiological features, since they are evolutionarily unrelated to the homonym isoforms of vertebrates.     

Optical processing of bacterial libraries for directed evolution

Selection of phenotypically distinct bacterial colonies on a Petri dish is typically performed by one of two methods: chemical or mechanical. Chemical methods (e.g., antibiotic selection) rely on inherent growth advantages of the unique phenotypes desired and thus have limited applicability. Mechanical methods are generally slow and require relatively large colonies (typically hundreds of colonies per plate). Here the use of imaged light to select bacterial colonies is explored, employing either photodynamic therapy agents or a ferrochelatase mutation in combination with porphyrin precursors to sensitize the bacteria to light and a computer-controlled light projection system to illuminate some bacterial colonies while leaving others in the dark. A CCD camera was used to distinguish between bacteria expressing green fluorescent protein (GFP) from nonfluorescent colonies. The fluorescence image from the camera was then used to create a virtual masking image for photoselection. Using a simple commercial projector it was possible to confer a 56-fold selective advantage to colonies expressing GFP. This represents a potentially powerful tool in directed evolution experiments using large libraries.     

定向进化技术的最新进展

筛选是制约酶定向进化改造的瓶颈。为解决这一难题,近年来一系列基于组合活性中心饱和突变(Combinatorial active-site saturation test,CAST)及迭代饱和突变(Iterative saturation mutagenesis,ISM)的半理性设计新方法被开发出来,包括单密码子饱和突变(Single code saturation mutagenesis,SCSM)、双密码子饱和突变(Double code saturation mutagenesis,DCSM)和三密码子饱和突变(Triple code saturation mutagenesis,TCSM)。通过构建"小而精"的高质量突变体文库,对特定靶点进行组合突变,并成功应用于多种生物催化剂的立体/区域选择性及催化活力等多参数的改造。文中综述了近年来定向进化技术的最新进展及其在生物催化剂定向改造中的应用。     

酶定向进化的研究进展

定向进化在改造酶的性质方面已得到广泛应用,各种建立突变库的方法不断涌现。对新近发展的几种突变技术(如寡核苷酸设计型装配重组技术ADO、非序列同源蛋白重组SHIPREC等)进行了简要地介绍与分类。与突变技术相对应的筛选方法也在逐渐改变和完善,这里仅介绍高通量筛选方面的一些最新进展。     

Modulation of the regioselectivity of a Bacillus alpha-galactosidase by directed evolution

-galactosidase AgaB of Bacillus stearothermophilus was subjected to directed evolution in an effort to modify its regioselectivity. The wild-type enzyme displays a major 1,6 and minor 1,3 regioselectivity. We used random mutagenesis and staggered extension process (StEP) to obtain mutant enzymes displaying modified regioselectivity. We developed a screening procedure allowing first the elimination of AgaB mutants bearing the 1,6 regioselectivity and secondly the selection of those retaining a 1,3 regioselectivity. Our results show that, among the evolved enzymes that have lost most of their activity towards the 1,6 linkage both in hydrolysis and in synthesis, one (E901) has retained its 1,3 activity. However the transglycosylation level reached by this mutant is quite low versus that of the native enzyme. This work constitutes the first example of modification of glycosylhydrolase regioselectivity by directed evolution.     

脂肪酶和酯酶的定向进化及其应用

简单介绍了脂肪酶和酯酶的定向进化的方法和策略。重点介绍了脂肪酶和酯酶的高通量筛选方法及定向进化研究所取得的主要进展。     

Optimization of protein-based volumetric optical memories and associative processors by using directed evolution

The potential use of proteins in device applications has advanced in large part due to significant advances in the methods and procedures of protein engineering, most notably, directed evolution. Directed evolution has been used to tailor a broad range of enzymatic proteins for pharmaceutical and industrial applications. Thermal stability, chemical stability, and substrate specificity are among the most common phenotypes targeted for optimization. However, in vivo screening systems for photoactive proteins have been slow in development. A high-throughput screening system for the photokinetic optimization of photoactive proteins would promote the development of protein-based field-effect transistors, artificial retinas, spatial light modulators, photovoltaic fuel cells, three-dimensional volumetric memories, and optical holographic processors. This investigation seeks to optimize the photoactive protein bacteriorhodopsin (BR) for volumetric optical and holographic memories. Semi-random mutagenesis and in vitro screening were used to create and analyze nearly 800 mutants spanning the entire length of the bacterio-opsin (bop) gene. To fully realize the potential of BR in optoelectronic environments, future investigations will utilize global mutagenesis and in vivo screening systems. The architecture for a potential in vivo screening system is explored in this study. We demonstrate the ability to measure the formation and decay of the red-shifted O-state within in vivo colonies of Halobacterium salinarum, and discuss the implications of this screening method to directed evolution. These authors contributed equally to this work.     

Beyond directed evolution: Darwinian selection as a tool for synthetic biology

Synthetic biology is an engineering approach that seeks to design and construct new biological parts, devices and systems, as well as to re-design existing components. However, rationally designed synthetic circuits may not work as expected due to the context-dependence of biological parts. Darwinian selection, the main mechanism through which evolution works, is a major force in creating biodiversity and may be a powerful tool for synthetic biology. This article reviews selection-based techniques and proposes strict Darwinian selection as an alternative approach for the identification and characterization of parts. Additionally, a strategy for fine-tuning of relatively complex circuits by coupling them to a master standard circuit is discussed.