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.     

In vivo metabolite profiling as a means to identify uncharacterized lipase function: Recent success stories within the alpha beta hydrolase domain (ABHD) enzyme family

Genome sequencing efforts have identified many uncharacterized lipase/esterase enzymes that have potential to be drug targets for metabolic diseases such as obesity, diabetes, and atherosclerosis. However, sequence information and associated structural predictions provide only a loose framework for linking enzyme function to disease risk. We are now confronted with the challenge of functionally annotating a large number of uncharacterized lipases, with the goal of generating new therapies for metabolic diseases. This daunting challenge involves gathering not only sequence-driven predictions, but also more importantly structural, biochemical (substrates and products), and physiological data. At the center of such drug discovery efforts are accurately identifying physiologically relevant substrates and products of individual lipases, and determining whether newly identified substrates/products can modulate disease in appropriate preclinical animal model systems. This review describes the importance of coupling in vivo metabolite profiling to in vitro enzymology as a powerful means to assign lipase function in disease specific contexts using animal models. In particular, we highlight recent examples using this multidisciplinary approach to functionally annotate genes within the α/β hydrolase fold domain (ABHD) family of enzymes. These new discoveries within the ABHD enzyme family serve as powerful examples of linking novel lipase function to human disease. This article is part of a Special Issue entitled Tools to study lipid functions.     

后基因组时代微生物天然产物高效发掘体系设计与展望

微生物天然产物具有丰富的化学结构多样性和诱人的生物活性,持续启迪着创新医药和农药的发现。近年来,随着高通量测序技术的快速发展,巨大的微生物基因组数据揭示了多样生物合成和新颖天然产物的潜能远高于以前的认知。然而,如何高效地激活隐性的生物合成基因簇 (BGCs) 并识别相应的化合物,以及避免已知代谢产物的重复发现等挑战依然严峻。本文描述了面对这些问题时基因组学、生物信息学、机器学习、代谢组学、基因编辑和合成生物学等新技术在发现药用先导化合物过程中提供的机遇;总结并论述了在潜力菌株优选、BGCs的生物信息学预测、沉默 BGCs的高效激活以及目标产物的识别和跟踪方面的新见解;提出了基于潜力菌株选择和多组学挖掘技术从微生物天然产物中高效发现先导结构的系统线路 (SPLSD),并讨论了未来天然产物药用先导发现的机遇和挑战。     

Study on metabolites of 2,5-dimethoxy-4-bromamphetamine (DOB) in human urine using gas chromatography-mass spectrometry

The study of the biotransformation of a new synthetic drug 2,5-dimethoxy-4-bromamphetamine (DOB) and identification of its metabolites in urine of a poisoned person is described using gas chromatography mass spectrometry (GC-MS) with various ways of derivatization. It has been confirmed that one of its metabolic pathways leads to the corresponding 2-O-desmethyl and 5-O-desmethyl metabolites when the latter is prevailing. It is important to know the metabolism of this neurotoxic and hallucinogenic substance as it is a prerequisite for developing reliable toxicological diagnostic procedures and for assessment of toxicological risks.     

The management of diabetes mellitus-imperative role of natural products against dipeptidyl peptidase-4, α-glucosidase and sodium-dependent glucose co-transporter 2 (SGLT2)

Diabetes mellitus is a chronic metabolic disorder which is rapidly spreading worldwide. It is characterized by persistent elevated blood glucose level above normal values (hyperglycemia) due to defect in either insulin secretion or in insulin action or both of them. Currently approved oral synthetic antidiabetic drugs such as biguanides, thiazolidinediones, sulfonylureas, and meglitinides have shown undesirable side effects. Therefore, newer approaches and targets for the management of diabetes mellitus are highly desirable. Dipeptidyl peptidase-4 enzyme, α-glucosidase enzyme and sodium-dependent glucose co-transporter 2 (SGLT2) have been recognized as effective therapeutic targets for the management of diabetes mellitus while natural products are alternatives to oral synthetic hypoglycemic agents. During the last two decades, many researchers were working on the identification and the validation of plant-derived products for curing various diseases. Natural products do not only provide useful drugs in their own right but also provide templates for the development of more effective compounds for enhanced therapeutic potential. Herein, we advocated the vital role of natural products as source of new drugs by presenting promising inhibitors of dipeptidyle peptidase-4 enzyme, α-glucosidase enzyme and (SGLT2) obtained from different medicinal plants as potential candidates for drug development against diabetes mellitus. The structure–activity relationship (SAR) of these various inhibitors is also discussed.     

Transformation Products of Carbamazepine (CBZ) After Ozonation and their Toxicity Evaluation Using <Emphasis Type="Italic">Pseudomonas</Emphasis> sp. Strain KSH-1 in Aqueous Matrices

Carbamazepine (CBZ) is an anti-epileptic and anti-convulsant drug widely used for the treatment of epilepsy and other bipolar disorders. Ozone as an advanced oxidation process has been widely used for the degradation of CBZ resulting in the formation of transformation products (ozonides). The present research aims to isolate and identify potential microorganism, capable of degradation of CBZ and its transformation products. The cell viability and cytotoxicity of pure CBZ and their ozone transformation products were evaluated using the cells of Pseudomonas sp. strain KSH-1 through cell viability assay tests. The cells metabolic activity was assessed at varying CBZ concentrations (~?10–25 ppm, pure CBZ) and cumulatively for ozone transformation products. For pure CBZ, % cell viability decreases as CBZ concentration increases, while, in case of post-ozonated CBZ transformation products, the viability decreases initially and then increases upon exposure of ozone with a maximum cell viability of 97?±?2.8% evaluated for 2 h post-ozonated samples.     

Synthesis of natural-product-based compound libraries

Natural products cover a diversity space not yet available from synthetic libraries, with an unrivalled success rate as drug leads. The combinatorial synthesis of non-oligomeric natural-product-based libraries, however, is still limited to few examples because access to easily modified units strongly depends on the availability of a core structure either from a natural source, or through a suitable synthetic route. Only a few resourceful groups have managed the latter approach for more demanding multifunctional natural drug leads, such as epothilones.     

数字细胞模型的研究及应用

组学分析技术的发展推动生物学逐渐成为一门以数据分析为中心的科学。依托生物数据在细胞整体系统水平建立数字细胞模型,对于理解细胞系统组织原理和生命产生进化规律,预测各种环境和基因扰动对细胞功能的影响并指导设计人工生命具有重要意义,因此数字细胞的构建模拟设计已成为合成生物学的核心研究内容与底层支撑技术。本文重点对天津工业生物技术研究所创立十年来在数字细胞研究方面的进展进行回顾介绍,重点包括基因组尺度代谢网络模型的构建、质控以及其在途径设计和指导菌种代谢工程改造方面的应用,进一步结合近年来细胞模型研究的前沿趋势,对整合多种约束的模型的构建和分析研究方面的最新成果进行了介绍,最后对数字细胞研究的未来发展方向进行展望。数字细胞技术将与基因组测序、合成和编辑等合成生物学前沿技术一起提升人们对生命进行读写改创的能力。     

Mining Microarrays for Metabolic Meaning: Nutritional Regulation of Hypothalamic Gene Expression

DNA microarray analysis has been used to investigate relative changes in the level of gene expression in the CNS, including changes that are associated with disease, injury, psychiatric disorders, drug exposure or withdrawal, and memory formation. We have used oligonucleotide microarrays to identify hypothalamic genes that respond to nutritional manipulation. In addition to commonly used microarray analysis based on criteria such as fold-regulation, we have also found that simply carrying out multiple t tests then sorting by P value constitutes a highly reliable method to detect true regulation, as assessed by real-time polymerase chain reaction (PCR), even for relatively low abundance genes or relatively low magnitude of regulation. Such analyses directly suggested novel mechanisms that mediate effects of nutritional state on neuroendocrine function and are being used to identify regulated gene products that may elucidate the metabolic pathology of obese ob/ob, lean Vgf-/Vgf-, and other models with profound metabolic impairments.     

专性海洋放线菌盐孢菌的研究进展

盐孢菌属(Salinispora)作为首个被报道的专性海洋放线菌,主要分布于热带和亚热带海洋沉积环境中,在海绵、海鞘中也有发现。与其他大多数放线菌一样,盐孢菌属的菌株可以产生大量具有抗细菌、抗病毒、抗肿瘤细胞活性、结构新颖的次级代谢产物且表现出物种特异性。全基因组序列分析显示,盐孢菌属菌株基因组中超过10%的基因序列与次级代谢产物合成相关,但绝大多数生物合成基因簇编码的产物未被发现,表明盐孢菌属还存在巨大的生物合成潜能,有待深入发掘。目前新的培养方法、测序技术及生物信息学、基因组发掘技术、合成生物学技术的发展对提升盐孢菌属菌株新型药物的生产潜力发挥重要作用。本文对盐孢菌属的物种多样性、系统分类与化合物发现等方面的研究进行了系统综述。     

Automated sequencing of complete mitochondrial genomes from laser-capture microdissected samples

Mitochondrial DNA mutations have been related to both aging and a variety of diseases such as cancer. Due to the relatively small size of the genome (16 kb) and with the use of automated DNA sequencing, the entire genome can be sequenced from clinical specimens in days. We present a reliable approach to complete mitochondrial genome sequencing from laser-capture microdissected human clinical cancer specimens that overcome the inherent limitations of relatively small tissue samples and partial DNA degradation, which are unavoidable when laser-capture microdissection is used to attain pure populations of cells from heterogeneous tissues obtained from surgical procedures. The acquisition of sufficient template combined with a standard set of 18 pairs of PCR primers allows for the efficient amplification of the genome. Subsequent single-stranded amplification is performed using 36 sequencing primers, and samples are run on an ABI PRISM 3100 Genetic Analyzer. The use of this procedure should allow even investigators with little experience sequencing from clinical specimens success in complete mitochondrial genome sequencing.     

非常规酵母的分子遗传学及合成生物学研究进展

先进的合成生物学技术与传统的分子遗传学技术的结合更有助于实现酵母底盘细胞的快速改造和优化。酵母合成生物学研究最早开始于常规酵母——酿酒酵母(Saccharomyces cerevisiae),近些年来又迅速扩展至一些非常规酵母,包括巴斯德毕赤酵母(Pichiapastoris)、解脂耶氏酵母(Yarrowialipolytica)、乳酸克鲁维酵母(Kluyveromyces lactis)和多形汉逊酵母(Hansenula polymorpha)等。借助合成生物学技术与工具,目前科学家们已经成功开发出了能够高效生产生物材料、生物燃料、生物基化学品、蛋白质制剂、食品添加剂和药物等工业产品的重组非常规酵母工程菌株。本文系统总结了合成生物学工具(主要是基因组编辑工具)、合成生物学组件(主要是启动子和终止子)和相关分子遗传学方法在上述非常规酵母系统(底盘细胞)中的最新研究进展和应用情况,并讨论了其他合成生物学技术在这些非常规酵母表达系统中的潜在适用性和应用前景。这为研究人员利用合成生物学方法在这一新型非模式微生物底盘细胞中设计和构建各种高附加值工业产品的异源合成模块并最终实现目标化合物的高效生物合成提供了科学的理论指导。     

真菌芳香聚酮化合物的合成生物学研究进展*

真菌芳香聚酮化合物是由真菌非还原聚酮合酶(NR-PKSs)催化形成的具有广泛生物活性的一类天然产物。大部分内源真菌菌株存在难培养、致病性或产率低等问题,从根本上限制了真菌芳香聚酮化合物的开发和应用。随着合成生物学和代谢工程的发展,很多具有生物活性的聚酮产物实现了在工业微生物(如酿酒酵母、构巢曲霉等)中的异源生产,相关研究逐渐成为热点。从合成途径解析与挖掘、底盘细胞的构建与改造等方面综述了近年来真菌芳香聚酮化合物的合成生物学研究进展,为未来真菌芳香聚酮化合物人工代谢途径的高效构建和实现工业化生产奠定基础。     

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.     

后基因组时代的真菌天然产物发现

真菌产生的次级代谢产物是新药发现的重要来源之一,然而近年来传统的真菌天然产物发现方法在大量真菌基因组测序完成的时代遇到了很大的挑战。如何利用这些基因组数据来发现真菌中新的天然产物已成为后基因组时代天然产物发现的研究重点和热点。本综述先后介绍了真菌天然产物的类型及其相应基因簇和骨架酶的特征,基于基因组挖掘技术发展而来的天然产物发现新策略,以及利用合成生物学理念和技术在真菌天然产物发现中的应用现状,最后展望了后基因组时代中的天然产物发现研究前沿及基因组数据在后基因组时代对真菌天然产物发现的应用前景。     

假单胞菌合成聚合物和复杂化合物的种类及机理研究进展

假单胞菌合成的代谢产物种类繁多。本文对假单胞菌合成的具有产业化前景或已实现产业化的藻酸盐、维生素B12、环状脂肽、吩嗪、单乙酰基间苯三酚、2,4-二乙酰基间苯三酚、鼠李糖脂以及聚羟基脂肪酸酯等六类复杂化合物或聚合物以及它们合成机制的研究进展进行综述,并就上述物质合成研究的发展方向进行展望。     

The quest for the mechanisms of life

The genomic revolution, manifested by the sequencing of the complete genome of many organisms, along with technological advances, such as DNA microarrays and developments in high-throughput analysis of proteins, metabolites, and isotopic tracer distribution patterns, challenged the conventional ways in which questions are approached in the biological sciences: (a) rather than examining a small number of genes and/or reactions at any one time;, we can now analyze gene expression and protein activity in the context of systems of interacting genes and gene products; (b) comprehensive analysis of biological systems requires the integration of all cellular fingerprints: genome sequence, maps of gene expression, protein expression, metabolic output, and in vivo enzymatic activity; and (c) collecting, managing, and analyzing comparable data from various cellular profiles requires expertise from several fields that transcend traditional discipline boundaries. While researchers in systems biology have still to address difficult challenges in both experimental and computational arenas, they possess, for the first time, the opportunity to unravel the mechanisms of life. The enormous impact of these discoveries in diverse areas, such as metabolic engineering, strain selection, drug screening and development, bioprocess development, disease prognosis and diagnosis, gene and other medical therapies, is an obvious motivation for pursuing integrated analyses of cellular systems.     

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。