微生物遗传多样性的挖掘和代谢工程应用

随着近年来系统生物学研究的深入,微生物的基因组、转录组、蛋白组及代谢组等不同层次的组学信息不断增加。我国具有丰富的微生物多样性,但目前对多样性的研究大多集中在物种多样性及生态多样性方面,对微生物菌株水平遗传多样性的研究还刚刚起步。以酿酒酵母和链霉菌为例,结合本课题组的成果,总结了近年来利用其基因组序列及转录组蛋白质等功能基因组信息,开发利用其遗传多样性的研究进展。在工业酿酒酵母中发现了多个独特的功能基因,包括絮凝基因及与环境胁迫耐性相关的调节蛋白基因,还发现了独特的启动子序列。此外,在海洋放线菌基因组中也发现了独特的调节基因。对微生物遗传多样性的挖掘利用,不仅有助于深入理解微生物不同菌株中独特的调节方式,也为微生物的代谢工程改造提供了大量新的可利用的遗传组件。     

Revisiting the Molecular Evolutionary History of <Emphasis Type="Italic">Shigella</Emphasis> spp.

The theory that Shigella is derived from multiple independent origins of Escherichia coli (Pupo et al. 2000) has been challenged by recent findings that the virulence plasmids (VPs) and the chromosomes share a similar evolutionary history (Escobar-Paramo et al. 2003), which suggests that an ancestral VP entered an E. coli strain only once, which gave rise to Shigella spp. In an attempt to resolve these conflicting theories, we constructed three phylogenetic trees in this study: a robust chromosomal tree using 23 housekeeping genes from 46 strains of Shigella and enteroinvasive E. coli (EIEC), a chromosomal tree using 4 housekeeping genes from 19 EcoR strains and 46 Shigella/EIEC strains, and a VP tree using 5 genes outside of the VP cell-entry region from 38 Shigella/EIEC strains. Both chromosomal trees group Shigella into three main clusters and five outliers, and strongly suggest that Shigella has multiple origins within E. coli. Most strikingly, the VP tree shows that the VPs from two main Shigella clusters, C1 and C2, are more closely related, which contradicts the chromosomal trees that place C2 and C3 next to each other but C1 at a distance. Additionally, we have identified a complete tra operon of the F-plasmid in the genome sequence of an EIEC strain and found that two other EIEC strains are also likely to possess a complete tra operon. All lines of evidence support an alternative multiorigin theory that transferable diverse ancestral VPs entered diverse origins of E. coli multiple times during a prolonged period of time, resulting in Shigella species with diverse genomes but similar pathogenic properties. Electronic Supplementary Material Electronic Supplementary material is available for this article at and accessible for authorised users. [Reviewing Editor: Dr. Martin Kreitman] Jian Yang and Huan Nie contributed equally to this work.     

Application of Two‐Dimensional NMR Spectroscopy to Metabotyping Laboratory Escherichia coli Strains

NMR Spectroscopy has been established as a major tool for identification and quantification of metabolites in a living system. Since the metabolomics era began, one‐dimensional NMR spectroscopy has been intensively employed due to its simplicity and quickness. However, it has suffered from an inevitable overlap of signals, thus leading to inaccuracy in identification and quantification of metabolites. Two‐dimensional (2D) NMR has emerged as a viable alternative because it can offer higher accuracy in a reasonable amount of time. We employed ¹H,¹³C‐HSQC to profile metabolites of six different laboratory E. coli strains. We identified 18 metabolites and observed clustering of six strains according to their metabolites. We compared the metabolites among the strains, and found that a) the strains specialized for protein production were segregated; b) XL1‐Blue separated itself from others by accumulating amino acids such as alanine, aspartate, glutamate, methionine, proline, and lysine; c) the strains specialized for cloning purpose were spread out from one another; and d) the strains originating from B strain were characterized by succinate accumulation. This work shows that 2D‐NMR can be applied to identify a strain from metabolite analysis, offering a possible alternative to genetic analysis to identify E. coli strains.     

Cloning of <Emphasis Type="Italic">srfA</Emphasis> operon from <Emphasis Type="Italic">Bacillus subtilis</Emphasis> C9 and its expression in <Emphasis Type="Italic">E. coli</Emphasis>

The srfA operon is required for the nonribosomal biosynthesis of the cyclic lipopeptide, surfactin. The srfA operon is composed of the four genes, srfAA, srfAB, srfAC, and srfAD, encoding the surfactin synthetase subunits, plus the sfp gene that encodes phosphopantetheinyl transferase. In the present study, 32 kb of the srfA operon was amplified from Bacillus subtilis C9 using a long and accurate PCR (LA-PCR), and ligated into a pIndigoBAC536 vector. The ligated plasmid was then transformed into Escherichia coli DH10B. The transformant ET2 showed positive signals to all the probes for each open reading frame (ORF) region of the srfA operon in southern hybridization, and a reduced surface tension in a culture broth. Even though the surface-active compound extracted from the E. coli transformant exhibited a different R _f value of 0.52 from B. subtilis C9 or authentic surfactin (R _f = 0.63) in a thin layer chromatography (TLC) analysis, the transformant exhibited a much higher surface-tension-reducing activity than the wild-type strain E. coli DH10B. Thus, it would appear that an intermediate metabolite of surfactin was expressed in the E. coli transformant harboring the srfA operon.     

节杆菌环境适应性的基因组学研究进展

节杆菌分布广泛,能适应多种环境条件,而且多数节杆菌具有营养多功能性,能降解多种环境污染物,因而受到人们的广泛关注。近年来,随着多株节杆菌基因组的测序完成,人们对节杆菌环境适应性的分子机制有了全面的认识。基因组学研究结果表明,节杆菌在σ因子、氧化应激、渗透应激、饥饿应激、温度应激等胁迫应激反应相关基因方面的特点使其能够在多种环境条件下生存。本文挑选部分具有代表性的节杆菌基因组学研究,对其环境适应性的基因组学基础进行综述,以期为利用节杆菌进行环境污染修复提供理论基础,并为其它细菌的环境适应性机制研究提供参考。     

Physiological and environmental effects on metabolic flux change caused by heterologous gene expression inEscherichia coli

Expression of theZymomonas mobilis pyruvate decarboxylase (pdc) and alcohol dehydrogenase (adh) genes inEscherichia coli has been known to reduce acetate accumulation by shifting carbon flow from acetate to ethanol. In this study, we investigated the effects of physiological and environmental conditions on the metabolic flux alteration caused by the expression of thepdc andadh genes. In the batch cultures, no significant differences, regardless of medium composition, were found in growth rate and glucose uptake rate between the host strains and the recombinant strains expressing thepdc andadh genes. In the continuous cultures performed with glucose minimal medium, however, the recombinant strains gave more biomass than the host strains at the same specific growth rates. On the contrary, in the continuous cultures with complex medium, the host strains yielded more biomass than the recombinant strains. Analysis of the culture supernatants revealed that the effect of thepdc andadh expression on byproduct formation was more significant at low specific growth rates than at high specific growth rates. This study suggests that physiological and environmental conditions should be carefully considered and precisely defined in assessing the effects of heterologous gene expression on metabolic activities of recombinantE. coli.     

Metabolic fingerprinting reveals differences between northern and southern strains of the cryptic diatom Chaetoceros socialis

Morphology and molecular phylogeny constitute the structural elements of diatom taxonomy. These approaches do not, however, give information on the functioning of taxa. Additional methods to serve a more integrated and wide-ranging taxonomy have therefore been called for. Metabolic fingerprinting is one approach used within the field of metabolomics, often applied in classification of samples. Here we apply metabolic fingerprinting in a taxonomic study of a cryptic diatom species. Strains of the cosmopolitan diatom Chaetoceros socialis from two geographical areas; the north-east Atlantic and Arctic and the Gulf of Naples, were cultivated at three different temperatures; 2.5, 8 and 13°C. The strains from the two different geographical areas exhibited different growth rates as well as different photosynthetic efficiencies. Algal extracts, collected at the end of the growth experiments, were analysed by Ultra-Performance Liquid Chromatography High Resolution Mass Spectrometry. The two groups of strains were separated by principal component analysis of their metabolic fingerprints. Analysis of the data revealed both qualitative and quantitative differences in metabolite markers. These phenotypic differences reinforce differences also found for morphology, phylogenetic markers and growth rates, and point at different adaptive characteristics in organisms living under different temperature regimes.     

The Influence of Genotype and Environment on the Physiological and Metabolic Diversity ofFusarium compactum

Talbot, N. J., Vincent, P., and Wildman, H. G. 1996. The influence of genotype and environment on the physiological and metabolic diversity ofFusarium compactum. Fungal Genetics and Biology20,254–267. Fungal species produce a large variety of secondary metabolites which are of considerable interest to the pharmaceutical industry. It is clear that the secondary metabolite production of a species varies significantly in strains from different geographic locations and from different habitats. The influence of genotype and environment on metabolite production is, however, poorly understood. In this study we examined the influence of genotypic variability, physiological variability, environmental location, and habitat on metabolite production byFusarium compactum.Isolates of the fungus from two geographic locations and two distinct habitat types were examined for growth on 95 different carbon sources, and genotypic variability was determined using RAPDs and rDNA–RFLP analysis. In a blind test secondary metabolite production was assessed using HPLC profiles of methanolic cell extracts. A number of correlations were observed between genotypic groupings, as determined using parsimony, and specific metabolite production. Similar correlations were also observed with physiological groups although genotypic analysis proved to be a more sensitive predictor of metabolite variability. The data suggest a complex relationship between environment, genotype, and metabolite production but highlight the use of genetic screening as a means of optimizing the chances of identifying a wide range of metabolites from a given species.     

Isolation and characterization ofVibrio vulnificus inhabiting the marine environment of the southwestern area of Taiwan

Vibrio vulnificus, a marine bacterium, is of concern in Taiwan because it causes wound infections and sepsis with a high mortality rate every year. To examine forV. vulnificus, 13 samples of seawater or oysters were collected from nine sites in Yunlin, Chiayi, and Tainan. Seventy-seven strains ofV. vulnificus were isolated from 11 samples. Among these environmental isolates, 72 (91%) were indole-positive, a characteristic of biotype 1. The remaining five strains although indole-negative, a characteristic previously found exclusively in biotype 2 strains, were all ornithine decarboxylase- and mannitol-positive, which has never been reported for biotype 2 strains. Based on the overall biochemical reactions obtained using a commercial identification system, these indole-negative strains appeared to be more like biotype 1. Fifty-seven ribotypes were identified among these isolates, indicating the great genetic divergence in this species. Of the 30 environmental isolates tested, 17 (56.7%) exhibited virulence comparable to the clinical isolates in the mouse, implying that a high proportion of theV. vulnificus strains in the marine environments might be pathogenic to humans.     

Comparative study on central metabolic fluxes of <Emphasis Type="Italic">Bacillus megaterium</Emphasis> strains in continuous culture using <Superscript>13</Superscript>C labelled substrates

Fluxes of central carbon metabolism [glycolysis, pentose phosphate pathway (PPP), tricarboxylic acid cycle (TCA cycle), biomass formation] were determined for several Bacillus megaterium strains (DSM319, WH320, WH323, MS941) in C- and N-limited chemostat cultures by ¹³C labelling experiments. The labelling patterns of proteinogenic amino acids were analysed by GC/MS and therefrom flux ratios at important nodes within the metabolic network could be calculated. On the basis of a stoichiometric metabolic model flux distributions were estimated for the different B. megaterium strains used at various cultivation conditions. Generally all strains exhibited similar metabolic flux distributions, however, several significant changes were found in (1) the glucose flux entering the PPP via the oxidative branch, (2) the reversibilities within the PPP, (3) the relative fluxes of pyruvate and acetyl-CoA fed to the TCA cycle, (4) the fluxes around the pyruvate node involving a futile cycle.     

Pathogen–pathogen interactions: a comparative study of Escherichia coli interactions with the clinical and environmental isolates of Acanthamoeba

In this study, we compared the interactions of invasive and non-invasive strains of E. coli with clinical and environmental isolates of Acanthamoeba. The environmental isolate of Acanthamoeba exhibited significantly higher association with E. coli compared with the clinical isolates of Acanthamoeba. The ratio of E. coli per amoebae was more than 8-fold higher in the environmental isolate compared with the clinical isolates of Acanthamoeba. Interestingly, non-pathogenic environmental Acanthamoeba showed uptake and/or survival of the non-invasive E. coli. In contrast, clinical isolates of Acanthamoeba did not support uptake and/or survival of non-invasive E. coli. Using several mutants derived from K1, we demonstrated that outer membrane protein A (OmpA) and lipopolysaccharide (LPS) are crucial bacterial determinants responsible for E. coli K1 interactions and in the intracellular survival of E. coli in Acanthamoeba. The use of Acanthamoeba as a model to study E. coli K1 pathogenesis and to understand bacterial immune evasion strategies is discussed further.     

Characterizing the metabolic actions of natural stresses in the California red abalone, <Emphasis Type="Italic">Haliotis rufescens</Emphasis> using <Superscript>1</Superscript>H NMR metabolomics

Withering syndrome in California red abalone (Haliotis rufescens) is caused by the Rickettsiales-like prokaryote (WS-RLP) Candidatus Xenohaliotis californiensis. WS-RLP infection is not sufficient to cause withering syndrome, and for reasons not yet well understood additional stressors such as elevated water temperature appear to influence disease development. Using nuclear magnetic resonance (NMR) based metabolomics, we have investigated the influence of food availability, temperature, and bacterial infection, both individually and in combination, on the metabolic status of the red abalone. Food limitation caused dramatic reductions in all observed classes of foot muscle metabolites, while at the same time metabolite levels within the digestive gland were preserved or increased. We also found that food limitation in combination with elevated temperature led to greater metabolic perturbations in both tissue types than those observed under food limitation alone. WS-RLP infection and food-limitation resulted in many of the same metabolic changes within the tissues studied, although the effects of infection were less severe. We observed increased levels of homarine in the digestive gland of both food-limited and WS-RLP-infected animals, yet only observed increased homarine levels in the foot muscle of infected abalone. These results further support the recently established glucose-to-homarine ratio in foot muscle as a potential marker for differentiating WS-RLP-infected animals from those of both healthy and food limited abalone. Furthermore, we found that the NMR metabolic data correlates well with histological measurements supporting the use of the metabolomics approach for characterizing both normal and pathological events in marine species, particularly during periods of environmentally relevant stress.     

Environmental Escherichia coli: ecology and public health implications—a review

Escherichia coli is classified as a rod‐shaped, Gram‐negative bacterium in the family Enterobacteriaceae. The bacterium mainly inhabits the lower intestinal tract of warm‐blooded animals, including humans, and is often discharged into the environment through faeces or wastewater effluent. The presence of E. coli in environmental waters has long been considered as an indicator of recent faecal pollution. However, numerous recent studies have reported that some specific strains of E. coli can survive for long periods of time, and potentially reproduce, in extraintestinal environments. This indicates that E. coli can be integrated into indigenous microbial communities in the environment. This naturalization phenomenon calls into question the reliability of E. coli as a faecal indicator bacterium (FIB). Recently, many studies reported that E. coli populations in the environment are affected by ambient environmental conditions affecting their long‐term survival. Large‐scale studies of population genetics revealed the diversity and complexity of E. coli strains in various environments, which are affected by multiple environmental factors. This review examines the current knowledge on the ecology of E. coli strains in various environments with regard to its role as a FIB and as a naturalized member of indigenous microbial communities. Special emphasis is given on the growth of pathogenic E. coli in the environment, and the population genetics of environmental members of the genus Escherichia. The impact of environmental E. coli on water quality and public health is also discussed.     

A comprehensive genome‐scale reconstruction of Escherichia coli metabolism—2011

The initial genome‐scale reconstruction of the metabolic network of Escherichia coli K‐12 MG1655 was assembled in 2000. It has been updated and periodically released since then based on new and curated genomic and biochemical knowledge. An update has now been built, named iJO1366, which accounts for 1366 genes, 2251 metabolic reactions, and 1136 unique metabolites. iJO1366 was (1) updated in part using a new experimental screen of 1075 gene knockout strains, illuminating cases where alternative pathways and isozymes are yet to be discovered, (2) compared with its predecessor and to experimental data sets to confirm that it continues to make accurate phenotypic predictions of growth on different substrates and for gene knockout strains, and (3) mapped to the genomes of all available sequenced E. coli strains, including pathogens, leading to the identification of hundreds of unannotated genes in these organisms. Like its predecessors, the iJO1366 reconstruction is expected to be widely deployed for studying the systems biology of E. coli and for metabolic engineering applications.     

盐水球菌Salinicoccus ventosaetal B2-3-5的代谢产物分析及其抑制酪氨酸酶活性的机制

[背景] 酪氨酸酶是黑色素合成过程中的关键酶,也是引起人体色素障碍性疾病和产生果蔬酶促褐变的主要原因。目前,酪氨酸酶抑制剂的开发已引起广泛关注,但一些酪氨酸酶抑制剂如熊果苷、曲酸等均存在一定的安全隐患。微生物资源丰富且具有许多优点,从微生物中寻找特异性强、高效的酪氨酸酶抑制剂已成为该领域研究的热点。[目的] 通过测定分离自新疆乌鲁木齐达坂城盐湖的盐水球菌Salinicoccus ventosaetal B2-3-5和B6-1-4代谢物提取物对酪氨酸酶活性的影响,比较2株菌发酵过程中代谢物的差异,了解所筛选菌株B2-3-5抑制酪氨酸酶活性的机制。[方法] 以曲酸为阳性对照分别测定B2-3-5和B6-1-4这2个菌株发酵产生的代谢物提取物对蘑菇酪氨酸酶的抑制活性;应用LC-MS代谢组学方法检测2株菌在相同条件下产生的所有代谢物质;采用单变量、多元变量、正交偏最小二乘判别分析（Orthogonal Partial Least Squares-Discrimination Analysis,OPLS-DA）法识别差异代谢物;利用层次聚类分析（Hierarchial Cluster Analysis,HCA）法对识别的差异物进行聚类分析;通过Kyoto Encyclopedia of Genes and Genomes （KEGG）代谢通路对比法分析这些差异代谢物主要参与的代谢途径。[结果] 菌株B2-3-5代谢物提取物对蘑菇酪氨酸酶二酚酶活性的抑制率为67%,其IC₅₀为0.277 mg/mL,同属菌株B6-1-4代谢物提取物则对酪氨酸酶无抑制活性。采用代谢组学的检测方法从2株菌的代谢物中筛选出63个差异代谢物,其中氨基酸类化合物、维生素类化合物和羧酸类化合物的种类及相对含量均是B2-3-5菌株明显高于B6-1-4菌株。通过代谢途径分析发现这些差异代谢物主要参与15个代谢通路,其中维生素B6生物合成通路的影响较为显著。[结论] 推测B2-3-5菌株可能是通过增加一些氨基酸类、维生素类及羧酸类等小分子化合物的含量来抑制酪氨酸酶活性。维生素B6代谢途径的上调也表明菌体细胞可通过产生维生素B6与酪氨酸酶中的必需氨基作用或清除酶催化循环过程中产生的活性氧自由基（reactive oxygen species,ROS）来抑制酪氨酸酶活性。     

Diversity of Arsenate Reductase Genes (<Emphasis Type="Italic">arsC</Emphasis> Genes) from Arsenic-Resistant Environmental Isolates of <Emphasis Type="Italic">E. coli</Emphasis>

A polymerase chain reaction (PCR) approach was used to assess the occurrence and diversity of arsenate reductase gene (arsC gene) in arsenic-resistant environmental E. coli strains. For this purpose, two different sets of primers were designed for the specific amplification of approximately 370-bp fragments from the arsC gene. These primers were used to screen a collection of 25 environmental arsenic-resistant strains isolated from different geographical regions of India, as well as Bangladesh. The PCR results showed that 17 out of the 25 environmental isolates (68%) contained a gene related to the arsC family. Phylogenetic analysis of the protein sequences deduced from the amplicons indicated a prevalence of arsC genes in the isolated strains. A significant divergence in the DNA sequence was found in the arsC genes among As-resistant environmental E. coli strains from this study, and arsenic resistance, a genetic character, arose from a common ancestral background.     

Flagellin (FliC) protein sequence diversity among <Emphasis Type="Italic">Bacillus thuringiensis</Emphasis> does not correlate with H serotype diversity

In Escherichia coli, the fliC gene encodes flagellin, the protein responsible for eliciting the immunological reaction in H serotyping. Here, the presence of the flagellin fliC gene was studied in 86 Bacillus thuringiensis strains encompassing 67 H serotypes. Nineteen strains from four additional species in the B. cereus sensu lato group, B. cereus, B. anthracis, B. mycoides, and B. weihenstephanensis, were added for comparison purposes. The fliC genes were amplified, cloned and their nucleotide sequences determined and translated into amino acid sequences. A bootstrapped neighbor-joining tree was generated from the alignment of the translated amino acid sequences of the amplicons. Although most B. thuringiensis H serotypes had different flagellin amino acid sequences, some different B. thuringiensis serovars shared identical flagellin amino acid sequences. In addition, although serovars from the same H serotype were sometimes found clustered together, several serovars from the same H serotype carried flagellins with sufficiently different amino acid sequences as to be located on distant clusters. No correlations could be established between flagellin (FliC) protein sequence diversity among B. thuringiensis H serotypes and H serotype diversity. These suggest that the B. thuringiensis fliC gene does not code for the flagellin copy responsible for eliciting the immunological reaction in H serotyping. In a previous study, the authors have shown that the B. thuringiensis hag gene codes for the flagellin copy responsible for eliciting the immunological reaction in H serotyping. It is proposed that the B. thuringiensis fliC gene studied here be renamed and that the so-called hag gene studied before be renamed fliC, both in accordance with the E. coli nomenclature. Electronic supplementary material The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

短杆菌属海洋环境适应机制的泛基因组学

[目的]为了探究短杆菌属对海洋环境的适应机制.[方法]本研究通过对6株分离自不同洋区、属于不同分类单元的短杆菌菌株进行测序、拼接和注释,结合23株从美国国家生物技术信息中心(NCBI)下载的短杆菌属模式菌株及非模式菌株的基因组数据,进行泛基因组学分析和物种进化分析.[结果]泛基因组学分析表明短杆菌属具有开放型泛基因组,...