历久弥新：进化中的代谢工程

20世纪90年代,Bailey及Stephanopoulos等提出了经典代谢工程的理念,旨在利用DNA重组技术对代谢网络进行改造,以达到细胞性能改善,目标产物增加的目的。自代谢工程诞生以来的30年,生命科学蓬勃发展,基因组学、系统生物学、合成生物学等新学科不断涌现,为代谢工程的发展注入了新的内涵与活力。经典代谢工程研究已进入到前所未有的系统代谢工程阶段。组学技术、基因组代谢模型、元件组装、回路设计、动态控制、基因组编辑等合成生物学工具与策略的应用,大大提升了复杂代谢的设计与合成能力;机器学习的介入以及进化工程与代谢工程的结合,为系统代谢工程的未来开辟了新的方向。文中对过去30年代谢工程的发展趋势作了梳理,介绍了代谢工程在发展中不断创新的理论与方法及其应用。     

Structure-driven protein engineering for production of valuable natural products

Proteins are the most frequently used biocatalysts, and their structures determine their functions. Modifying the functions of proteins on the basis of their structures lies at the heart of protein engineering, opening a new horizon for metabolic engineering by efficiently generating stable enzymes. Many attempts at classical metabolic engineering have focused on improving specific metabolic fluxes and producing more valuable natural products by increasing gene expression levels and enzyme concentrations. However, most naturally occurring enzymes show limitations, and such limitations have hindered practical applications. Here we review recent advances in protein engineering in synthetic biology, chemoenzymatic synthesis, and plant metabolic engineering and describe opportunities for designing and constructing novel enzymes or proteins with desirable properties to obtain more active natural products.     

Synthetic biology and metabolic engineering of actinomycetes for natural product discovery

Actinomycetes are one of the most valuable sources of natural products with industrial and medicinal importance. After more than half a century of exploitation, it has become increasingly challenging to find novel natural products with useful properties as the same known compounds are often repeatedly re-discovered when using traditional approaches. Modern genome mining approaches have led to the discovery of new biosynthetic gene clusters, thus indicating that actinomycetes still harbor a huge unexploited potential to produce novel natural products. In recent years, innovative synthetic biology and metabolic engineering tools have greatly accelerated the discovery of new natural products and the engineering of actinomycetes. In the first part of this review, we outline the successful application of metabolic engineering to optimize natural product production, focusing on the use of multi-omics data, genome-scale metabolic models, rational approaches to balance precursor pools, and the engineering of regulatory genes and regulatory elements. In the second part, we summarize the recent advances of synthetic biology for actinomycetal metabolic engineering including cluster assembly, cloning and expression, CRISPR/Cas9 technologies, and chassis strain development for natural product overproduction and discovery. Finally, we describe new advances in reprogramming biosynthetic pathways through polyketide synthase and non-ribosomal peptide synthetase engineering. These new developments are expected to revitalize discovery and development of new natural products with medicinal and other industrial applications.     

Systems metabolic engineering of microorganisms for natural and non-natural chemicals

Growing concerns over limited fossil resources and associated environmental problems are motivating the development of sustainable processes for the production of chemicals, fuels and materials from renewable resources. Metabolic engineering is a key enabling technology for transforming microorganisms into efficient cell factories for these compounds. Systems metabolic engineering, which incorporates the concepts and techniques of systems biology, synthetic biology and evolutionary engineering at the systems level, offers a conceptual and technological framework to speed the creation of new metabolic enzymes and pathways or the modification of existing pathways for the optimal production of desired products. Here we discuss the general strategies of systems metabolic engineering and examples of its application and offer insights as to when and how each of the different strategies should be used. Finally, we highlight the limitations and challenges to be overcome for the systems metabolic engineering of microorganisms at more advanced levels.     

代谢工程30年专刊序言(2021)

代谢工程利用重组DNA技术、合成生物学、基因组编辑来改变生物体的细胞网络,包括代谢、基因调控和信号网络等。它可以实现加强包括化学品、燃料、化学原料药和其他生物技术产品等代谢物生产的目标,提升生物制造能力与效率。为了梳理和凝练代谢工程30年来的发展状况,《生物工程学报》特组织出版专刊,从代谢工程总体发展、共性技术以及以什么宿主和做什么产品等4个方面展现该领域的发展动态和趋势,并为代谢工程领域的进一步发展提出建设性的意见与展望。     

2013合成生物学专刊序言

合成生物学目前在全球得到迅猛发展。在此专刊中,综述了一些相关技术在合成生物学领域的进展,其中有:链霉菌无痕敲除方法、基因合成技术、DNA组装新方法、最小化基因组的方法及分析、合成生物系统的组合优化。也讨论了应用合成生物学策略优化光合蓝细菌底盘、产溶剂梭菌分子遗传操作技术、蛋白质预算(Protein budget)作为合成生物学的成本标尺。最后,用几个例子说明了合成生物学的应用,包括复杂天然产物合成人工生物系统的设计与构建、微生物木糖代谢途径改造制备生物基化学品以及构建酿酒酵母工程菌合成香紫苏醇。     

非常规酵母天然产物合成

以解脂耶氏酵母(Yarrowia lipolytica)、巴斯德毕赤酵母(Pichia pastoris)、马克斯克鲁维酵母(Kluyveromyces marxianus)、圆红冬孢酵母(Rhodosporidium toruloides)、多形汉逊酵母(Hansenula polymorpha)为代表的非常规酵母凭借较广的底物利用谱、较强的环境耐受性等优势,已成功实现多种天然产物的高效生产。随着合成生物学及基因编辑技术的发展,针对非常规酵母代谢工程改造的工具和策略也逐渐丰富。本文介绍了几类常见的非常规酵母的生理特性、工具开发及应用现状,并总结归纳了天然产物合成优化中常用的代谢工程策略;最后讨论了现阶段非常规酵母作为天然产物合成细胞工厂的优势和不足,并对后续研究和发展趋势进行了展望。     

合成生物学与代谢工程

随着DNA重组技术的日趋成熟,代谢工程的理论和应用已经得到了迅速发展。合成生物学是近年来蓬勃发展的一门新兴学科,在许多领域都具有重要的应用。以下从改造细胞代谢的关键因子、代谢途径的调节和宿主细胞与代谢途径构建的关系等方面详细讨论了合成生物学的最新进展和合成生物学在代谢工程领域的应用。     

工程大肠杆菌合成游离脂肪酸的研究进展

游离脂肪酸作为一种重要的平台化合物,其衍生产品被广泛应用到能源、化学工业中。作为更加可持续、绿色的生产策略,利用工程微生物合成游离脂肪酸是以石油基和动植物为原料生产脂肪酸类产品的重要补充。大肠杆菌作为经典的模式微生物,通过对其进行代谢工程改造,脂肪酸的积累已经从痕量提高到了约9g/L,展示了其作为脂肪酸合成菌株的巨大应用潜力。随着合成生物学技术的涌现,“感应-调控器”、体外重构、β氧化逆循环、异源合成途径的整合等思路的引入极大地加快了工程大肠杆菌脂肪酸合成的进化速率,并赋予大肠杆菌合成多种脂肪酸产品的能力。对近年来通过代谢工程和合成生物学手段改造大肠杆菌合成游离脂肪酸的研究进展进行综述,对其发展前景进行展望。     

天然产物类药物的合成生物学研究

结构复杂多样的天然产物是现代药物的重要组成部分和新药发现的重要源泉。建立在基因工程及代谢工程、合成化学、基因组学、系统生物学等学科基础上的合成生物学研究对于结构复杂的天然产物类药物研究有特殊的意义。核心是通过在发酵友好、高效的微生物中设计、构建目标化合物的生物合成途径,经系统地调控和优化由重组微生物发酵生产来源稀缺的天然产物类药物或前体。该方法是不远的将来解决来源、成本与环境、资源协调问题最好的途径之一,也是解决海洋天然产物或特殊生境微生物药物面临的如何持续供应化合物这一个瓶颈问题的最佳选择。该文将对天然产物类药物合成生物学研究涉及的主要策略和重要进展进行阐述。     

酿酒酵母代谢工程技术

自20世纪90年代初期诞生以来,代谢工程历经了30年的快速发展。作为代谢工程的首选底盘细胞之一,酿酒酵母细胞工厂已被广泛应用于大量大宗化学品和新型高附加值生物活性物质的生物制造,在能源、医药和环境等领域取得了巨大的突破。近年来,合成生物学、生物信息学以及机器学习等相关技术也极大地促进了代谢工程的技术发展和应用。文中回顾了近30年来酿酒酵母代谢工程重要的技术发展,首先总结了经典代谢工程的常用方法和策略,以及在此基础上发展而来的系统代谢工程和合成生物学驱动的代谢工程技术。最后结合最新技术发展趋势,展望了未来酿酒酵母代谢工程发展的新方向。     

A systems-level approach for metabolic engineering of yeast cell factories

The generation of novel yeast cell factories for production of high-value industrial biotechnological products relies on three metabolic engineering principles: design, construction, and analysis. In the last two decades, strong efforts have been put on developing faster and more efficient strategies and/or technologies for each one of these principles. For design and construction, three major strategies are described in this review: (1) rational metabolic engineering; (2) inverse metabolic engineering; and (3) evolutionary strategies. Independent of the selected strategy, the process of designing yeast strains involves five decision points: (1) choice of product, (2) choice of chassis, (3) identification of target genes, (4) regulating the expression level of target genes, and (5) network balancing of the target genes. At the construction level, several molecular biology tools have been developed through the concept of synthetic biology and applied for the generation of novel, engineered yeast strains. For comprehensive and quantitative analysis of constructed strains, systems biology tools are commonly used and using a multi-omics approach. Key information about the biological system can be revealed, for example, identification of genetic regulatory mechanisms and competitive pathways, thereby assisting the in silico design of metabolic engineering strategies for improving strain performance. Examples on how systems and synthetic biology brought yeast metabolic engineering closer to industrial biotechnology are described in this review, and these examples should demonstrate the potential of a systems-level approach for fast and efficient generation of yeast cell factories.     

Engineered biosynthetic pathways and biocatalytic cascades for sustainable synthesis

Nature exploits biosynthetic cascades to construct numerous molecules from a limited set of starting materials. A deeper understanding of biosynthesis and extraordinary developments in gene technology has allowed the manipulation of natural pathways and construction of artificial cascades for the preparation of a range of molecules, which would be challenging to access using traditional synthetic chemical approaches. Alongside these metabolic engineering strategies, there has been continued interest in developing in vivo and in vitro biocatalytic cascades. Advancements in both metabolic engineering and biocatalysis are complementary, and this article aims to highlight some of the most exciting developments in these two areas with a particular focus on exploring those that have the potential to advance both pathway engineering and more traditional biocatalytic cascade development.     

Microbial production of small medicinal molecules and biologics: From nature to synthetic pathways

Natural products are promising chemicals due to their structural diversity and bioactivities. Over the decades, a vast variety of gene clusters encoding natural products have been identified and overexpressed in microbes. Recently, the development of metabolic engineering, synthetic biology and bioinformatics strategies have facilitated target discovery and design. Microbial cells have been therefore constantly engineered for product accumulation. This review summarizes approaches of domesticating microbial hosts in producing major classes of natural products, with an emphasis on recent advances.     

Metabolomics methods for the synthetic biology of secondary metabolism

Many microbial secondary metabolites are of high biotechnological value for medicine, agriculture, and the food industry. Bacterial genome mining has revealed numerous novel secondary metabolite biosynthetic gene clusters, which encode the potential to synthesize a large diversity of compounds that have never been observed before. The stimulation or "awakening" of this cryptic microbial secondary metabolism has naturally attracted the attention of synthetic microbiologists, who exploit recent advances in DNA sequencing and synthesis to achieve unprecedented control over metabolic pathways. One of the indispensable tools in the synthetic biology toolbox is metabolomics, the global quantification of small biomolecules. This review illustrates the pivotal role of metabolomics for the synthetic microbiology of secondary metabolism, including its crucial role in novel compound discovery in microbes, the examination of side products of engineered metabolic pathways, as well as the identification of major bottlenecks for the overproduction of compounds of interest, especially in combination with metabolic modeling. We conclude by highlighting remaining challenges and recent technological advances that will drive metabolomics towards fulfilling its potential as a cornerstone technology of synthetic microbiology.     

Parts plus pipes: synthetic biology approaches to metabolic engineering

Synthetic biologists combine modular biological "parts" to create higher-order devices. Metabolic engineers construct biological "pipes" by optimizing the microbial conversion of basic substrates to desired compounds. Many scientists work at the intersection of these two philosophies, employing synthetic devices to enhance metabolic engineering efforts. These integrated approaches promise to do more than simply improve product yields; they can expand the array of products that are tractable to produce biologically. In this review, we explore the application of synthetic biology techniques to next-generation metabolic engineering challenges, as well as the emerging engineering principles for biological design.     

CRISPR/Cas9技术在工业微生物中的应用

近年来,通过基因编辑技术对工业微生物底盘细胞改造从而获得的优良细胞工厂,促进了农业、医学、环境、能源等领域的可持续发展,提高了人民的生活水平。微生物底盘细胞的改造离不开基因编辑,作为现阶段主要的基因编辑技术,规律间隔成簇短回文重复序列（clustered regularly interspaced short palindromic repeats,CRISPR）/Cas9系统自被发现以来,依靠其低成本、高效率等编辑优点,被广泛用于工业微生物底盘细胞的改造。本文主要简述了以CRISPR/Cas9为基础而衍伸出的各种基因编辑技术,提出了常用的工业微生物对应底盘细胞的改造策略,以期为研究者在进行微生物底盘细胞改造时选择出合适的基因编辑方法。最后指出了CRISPR基因编辑技术面临的PAM位点的依赖性、脱靶效应和应用广泛性等问题。     

反义RNA技术在丝状真菌代谢工程中的应用

丝状真菌作为一种重要的工业微生物,采用各种表达调控技术对其代谢途径进行改造以便适应生产需求成为当前的研究热点之一。反义RNA技术是代谢工程中调控基因表达的一种重要手段,且由于其操作简单避免了基因敲除技术的复杂性,在丝状真菌体系中有着良好的应用前景。本综述中,从反义RNA的作用机理、真菌体系的基因工程技术以及目前反义RNA技术的应用等方面,对反义RNA技术在丝状真菌代谢工程中的应用进行了概述。     

Advances in genetic engineering of marine algae

Algae are a component of bait sources for animal aquaculture, and they produce abundant valuable compounds for the chemical industry and human health. With today's fast growing demand for algae biofuels and the profitable market for cosmetics and pharmaceuticals made from algal natural products, the genetic engineering of marine algae has been attracting increasing attention as a crucial systemic technology to address the challenge of the biomass feedstock supply for sustainable industrial applications and to modify the metabolic pathway for the more efficient production of high-value products. Nevertheless, to date, only a few marine algae species can be genetically manipulated. In this article, an updated account of the research progress in marine algal genomics is presented along with methods for transformation. In addition, vector construction and gene selection strategies are reviewed. Meanwhile, a review on the progress of bioreactor technologies for marine algae culture is also revisited.