Evaluation of isotope discrimination in C-based metabolic flux analysis

In a ¹³C experiment for metabolic flux analysis (¹³C MFA), we examined isotope discrimination by measuring the labeling of glucose, amino acids, and hexose monophosphates via mass spectrometry. When Escherichia coli grew in a mix of 20% fully labeled and 80% naturally labeled glucose medium, the cell metabolism favored light isotopes and the measured isotopic ratios (δ¹³C) were in the range of −35 to −92. Glucose transporters might play an important role in such isotopic fractionation. Flux analysis showed that both isotopic discrimination and isotopic impurities in labeled substrates could affect the solution of ¹³C MFA.     

A novel regulatory circuit to control indole biosynthesis protects Escherichia coli from nitrosative damages during the anaerobic respiration of nitrate

Indole is a widely distributed microbial secondary metabolite. It mediates a broad range of physiological processes in both its producing and surrounding species. Yet, indole biosynthesis during the anaerobiosis of bacteria remains largely uncharacterized. Here, we find that while indole production is promoted during fermentation and anaerobic respiration of fumarate and trimethylamine N‐oxide in E. coli, its biosynthesis is repressed during anaerobic respiration of nitrate especially during exponential growth. We show that expression of the indole biosynthetic operon tnaCAB is repressed under this condition by the two component systems NarXL and NarPQ in the global regulator FNR dependent manner. During stationary growth phase of nitrate respiration, indole biosynthesis is derepressed. However, cellular indole concentration remains low. We demonstrate that this is due to the rapid conversion of indole into mutagenic indole nitrosative derivatives under this condition. Consistent with this, a supplement of exogenous indole during nitrate respiration causes elevated mutation frequencies in E. coli cells lacking the detoxifying efflux genes mdtEF, and ectopic over‐expression of tnaAB genes decreases the fitness of E. coli to this physiological condition. Together, these results suggest that indole production is tuned to the bioenergetics activities of E. coli to facilitate its adaptation and fitness.     

The role of tryptophan as a biosynthetic precursor of indole-diterpenoid fungal metabolites: Continuing a debate

Studies in the 1980s and 1990s on the origin of the indole moiety in fungal indole-diterpenoids using ¹⁴C-labelled tryptophan consistently showed autoradiographic evidence but gave low % incorporation of the probe. Recent studies on a member of the group (nodulisporic acid A), using more specific ¹³C methodology, demonstrated a role of the tryptophan biosynthetic pathway but, in failing to show involvement of end-product, concluded that the indole was derived from indole-3-glycerol phosphate and suggested that the previous ¹⁴C data arose via metabolic scrambling of label. In considering the protocol for the ¹³C studies, there is concern that the fungal material was starved of an exogenous nitrogen source and thus could have degraded added labelled tryptophan. Consequently, synthesis of the serine necessary for anabolic formation of tryptophan may have been constrained. It is suggested that ¹³C studies on appropriate fungi early in the idiophase of submerged or surface fermentation should be made before the biosynthesis of indole-diterpenoids can become clearer.     

Optimized procedure to generate heavy isotope and selenomethionine-labeled proteins for structure determination using <Emphasis Type="Italic">Escherichia coli</Emphasis>-based expression systems

Generating sufficient quantities of labeled proteins represents a bottleneck in protein structure determination. A simple protocol for producing heavy isotope as well as selenomethionine (Se-Met)-labeled proteins was developed using T7-based Escherichia coli expression systems. The protocol is applicable for generation of single-, double-, and triple-labeled proteins (¹⁵N, ¹³C, and ²H) in shaker flask cultures. Label incorporation into the target protein reached 99% and 97% for ¹⁵N and ¹³C, respectively, and 75% of (non-exchangeable) hydrogen for ²H labeling. The expression yields and final cell densities (OD600 ∼16) were the same as for the production of non-labeled protein. This protocol is also applicable for Se-Met labeling, leading to Se-Met incorporation into the target protein of 70% or 90% using prototrophic or methionine auxotrophic E. coli strains, respectively.     

The 15N isotope effect in Escherichia coli: A neutron can make the difference

Several techniques based on stable isotope labeling are used for quantitative MS. These include stable isotope metabolic labeling methods for cells in culture as well as live organisms with the assumption that the stable isotope has no effect on the proteome. Here, we investigate the ¹⁵N isotope effect on Escherichia coli cultures that were grown in either unlabeled (¹⁴N) or ¹⁵N‐labeled media by LC‐ESI‐MS/MS‐based relative protein quantification. Consistent protein expression level differences and altered growth rates were observed between ¹⁴N and ¹⁵N‐labeled cultures. Furthermore, targeted metabolite analyses revealed altered metabolite levels between ¹⁴N and ¹⁵N‐labeled bacteria. Our data demonstrate for the first time that the introduction of the ¹⁵N isotope affects protein and metabolite levels in E. coli and underline the importance of implementing controls for unbiased protein quantification using stable isotope labeling techniques.     

Investigation of the impact of Tat export pathway enhancement on E. coli culture, protein production and early stage recovery

The twin arginine translocation (Tat) pathway occurs naturally in E. coli and has the distinct ability to translocate folded proteins across the inner membrane of the cell. It has the potential to export commercially useful proteins that cannot be exported by the ubiquitous Sec pathway. To better understand the bioprocess potential of the Tat pathway, this article addresses the fermentation and downstream processing performances of E. coli strains with a wild‐type Tat system exporting the over‐expressed substrate protein FhuD. These were compared to strains cell‐engineered to over‐express the Tat pathway, since the native export capacity of the Tat pathway is low. This low capacity makes the pathway susceptible to saturation by over‐expressed substrate proteins, and can result in compromised cell integrity. However, there is concern in the literature that over‐expression of membrane proteins, like those of the Tat pathway, can impact negatively upon membrane integrity itself. Under controlled fermentation conditions E. coli cells with a wild‐type Tat pathway showed poor protein accumulation, reaching a periplasmic maximum of only 0.5 mg L^?1 of growth medium. Cells over‐expressing the Tat pathway showed a 25% improvement in growth rate, avoided pathway saturation, and showed 40‐fold higher periplasmic accumulation of FhuD. Moreover, this was achieved whilst conserving the integrity of cells for downstream processing: experimentation comparing the robustness of cells to increasing levels of shear showed no detrimental effect from pathway over‐expression. Further experimentation on spheroplasts generated by the lysozyme/osmotic shock method—a scaleable way to release periplasmic protein—showed similar robustness between strains. A scale‐down mimic of continuous disk‐stack centrifugation predicted clarifications in excess of 90% for both intact cells and spheroplasts. Cells over‐expressing the Tat pathway performed comparably to cells with the wild‐type system. Overall, engineering E. coli cells to over‐express the Tat pathway allowed for greater periplasmic yields of FhuD at the fermentation scale without compromising downstream processing performance. Biotechnol. Bioeng. 2012; 109:983–991. © 2011 Wiley Periodicals, Inc.     

Prokaryotic RNA preparation methods useful for high density array analysis: comparison of two approaches

High density oligonucleotide arrays have been used extensively for expression studies of eukaryotic organisms. We have designed a prokaryotic high density oligonucleotide array using the complete Escherichia coli genome sequence to monitor expression levels of all genes and intergenic regions in the genome. Because previously described methods for preparing labeled target nucleic acids are not useful for prokaryotic cell analysis using such arrays, a mRNA enrichment and direct labeling protocol was developed together with a cDNA synthesis protocol. The reproducibility of each labeling method was determined using high density oligonucleotide probe arrays as a read-out methodology and the expression results from direct labeling were compared to the expression results from the cDNA synthesis. About 50% of all annotated E.coli open reading frames are observed to be transcribed, as measured by both protocols, when the cells were grown in rich LB medium. Each labeling method individually showed a high degree of concordance in replica experiments (95 and 99%, respectively), but when each sample preparation method was compared to the other, ~32% of the genes observed to be expressed were discordant. However, both labeling methods can detect the same relative gene expression changes when RNA from IPTG-induced cells was labeled and compared to RNA from uninduced E.coli cells.     

Practical protocols for production of very high yields of recombinant proteins using Escherichia coli

The gram‐negative bacterium Escherichia coli offers a mean for rapid, high yield, and economical production of recombinant proteins. However, high‐level production of functional eukaryotic proteins in E. coli may not be a routine matter, sometimes it is quite challenging. Techniques to optimize heterologous protein overproduction in E. coli have been explored for host strain selection, plasmid copy numbers, promoter selection, mRNA stability, and codon usage, significantly enhancing the yields of the foreign eukaryotic proteins. We have been working on optimizations of bacterial expression conditions and media with a focus on achieving very high cell density for high‐level production of eukaryotic proteins. Two high‐cell‐density bacterial expression methods have been explored, including an autoinduction introduced by Studier (Protein Expr Purif 2005;41:207–234) recently and a high‐cell‐density IPTG‐induction method described in this study, to achieve a cell‐density OD₆₀₀ of 10–20 in the normal laboratory setting using a regular incubator shaker. Several practical protocols have been implemented with these high‐cell‐density expression methods to ensure a very high yield of recombinant protein production. With our methods and protocols, we routinely obtain 14–25 mg of NMR triple‐labeled proteins and 17–34 mg of unlabeled proteins from a 50‐mL cell culture for all seven proteins we tested. Such a high protein yield used the same DNA constructs, bacterial strains, and a regular incubator shaker and no fermentor is necessary. More importantly, these methods allow us to consistently obtain such a high yield of recombinant proteins using E. coli expression.     

Suppression of bacterial cell–cell signalling,biofilm formation and type III secretion system by citrus flavonoids

Aim: This study investigated the quorum sensing, biofilm and type three secretion system (TTSS) inhibitory properties of citrus flavonoids. Methods and Results: Flavonoids were tested for their ability to inhibit quorum sensing using Vibrio harveyi reporter assay. Biofilm assays were carried out in 96‐well plates. Inhibition of biofilm formation in Escherichia coli O157:H7 and V. harveyi by citrus flavonoids was measured. Furthermore, effect of naringenin on expression of V. harveyi TTSS was investigated by semi‐quantitative PCR. Differential responses for different flavonoids were observed for different cell–cell signalling systems. Among the tested flavonoids, naringenin, kaempferol, quercetin and apigenin were effective antagonists of cell–cell signalling. Furthermore, these flavonoids suppressed the biofilm formation in V. harveyi and E. coli O157:H7. In addition, naringenin altered the expression of genes encoding TTSS in V. harveyi. Conclusion: The results of the study indicate a potential modulation of bacterial cell–cell communication, E. coli O157:H7 biofilm and V. harveyi virulence, by flavonoids especially naringenin, quercetin, sinensetin and apigenin. Among the tested flavonoids, naringenin emerged as potent and possibly a nonspecific inhibitor of autoinducer‐mediated cell–cell signalling. Naringenin and other flavonoids are prominent secondary metabolites present in citrus species. Therefore, citrus, being a major source of some of these flavonoids and by virtue of widely consumed fruit, may modulate the intestinal microflora. Significance and Impact of the Study: Currently, a limited number of naturally occurring compounds have demonstrated their potential in inhibition of cell–cell communications; therefore, citrus flavonoids may be useful as lead compounds for the development of antipathogenic agents.     

The enzymatic synthesis of L-tryptophan analogues

A convenient method for the synthesis of l-tryptophan analogues is described. The method utilizes E. coli tryptophan synthetase, which catalyses the condensation of indole and l-serine to yield l-tryptophan. It is found that several indole analogues will replace indole as substrate for the enzyme to give the corresponding l-tryptophan analogues in good yield. By using [¹⁴C]serine, analogues can be prepared radioactively labeled in the side-chain carbon atoms.     

Production of indole alkaloids by metabolic engineering of the tryptophan pathway in rice

Tryptophan decarboxylase (TDC) converts tryptophan (Trp) into tryptamine, consequently increasing the metabolic flow of tryptophan derivatives into the production of secondary metabolites such as indole alkaloids. We inserted an expression cassette containing OsTDC, a putative tryptophan decarboxylase gene from rice, into an expression plasmid vector containing OASA1D, the feedback‐resistant anthranilate synthase alpha‐subunit mutant (OASA1D). Overexpression of OASA1D has been reported to significantly increase Trp levels in rice. The co‐expression of OsTDC and OASA1D in rice calli led to almost complete depletion of the Trp pool and a consequent increase in the tryptamine pool. This indicates that TDC inactivity is a contributory factor for the accumulation of Trp in rice transgenics overexpressing OASA1D. Metabolic profiling of the calli expressing OsTDC and OASA1D revealed the accumulation of serotonin and serotonin‐derived indole compounds (potentially pharmacoactive β‐carbolines) that have not been reported from rice. Rice calli overexpressing OASA1D:OASA1D is a novel system for the production of significant amounts of pharmacologically useful indole alkaloids in rice.     

Cryopreservation of embryonic stem cell‐derived multicellular neural aggregates labeled with micron‐sized particles of iron oxide for magnetic resonance imaging

Magnetic resonance imaging (MRI) provides an effective approach to track labeled pluripotent stem cell (PSC)‐derived neural progenitor cells (NPCs) for neurological disorder treatments after cell labeling with a contrast agent, such as an iron oxide derivative. Cryopreservation of pre‐labeled neural cells, especially in three‐dimensional (3D) structure, can provide a uniform cell population and preserve the stem cell niche for the subsequent applications. In this study, the effects of cryopreservation on PSC‐derived multicellular NPC aggregates labeled with micron‐sized particles of iron oxide (MPIO) were investigated. These NPC aggregates were labeled prior to cryopreservation because labeling thawed cells can be limited by inefficient intracellular uptake, variations in labeling efficiency, and increased culture time before use, minimizing their translation to clinical settings. The results indicated that intracellular MPIO incorporation was retained after cryopreservation (70–80% labeling efficiency), and MPIO labeling had little adverse effects on cell recovery, proliferation, cytotoxicity and neural lineage commitment post‐cryopreservation. MRI analysis showed comparable detectability for the MPIO‐labeled cells before and after cryopreservation indicated by T₂ and T₂* relaxation rates. Cryopreserving MPIO‐labeled 3D multicellular NPC aggregates can be applied in in vivo cell tracking studies and lead to more rapid translation from preservation to clinical implementation. © 2015 American Institute of Chemical Engineers Biotechnol. Prog., 31:510–521, 2015     

An ultra scale‐down approach to study the interaction of fermentation,homogenization, and centrifugation for antibody fragment recovery from rec E. coli

Escherichia coli is frequently used as a microbial host to express recombinant proteins but it lacks the ability to secrete proteins into medium. One option for protein release is to use high‐pressure homogenization followed by a centrifugation step to remove cell debris. While this does not give selective release of proteins in the periplasmic space, it does provide a robust process. An ultra scale‐down (USD) approach based on focused acoustics is described to study rec E. coli cell disruption by high‐pressure homogenization for recovery of an antibody fragment (Fab′) and the impact of fermentation harvest time. This approach is followed by microwell‐based USD centrifugation to study the removal of the resultant cell debris. Successful verification of this USD approach is achieved using pilot scale high‐pressure homogenization and pilot scale, continuous flow, disc stack centrifugation comparing performance parameters such as the fraction of Fab′ release, cell debris size distribution and the carryover of cell debris fine particles in the supernatant. The integration of fermentation and primary recovery stages is examined using USD monitoring of different phases of cell growth. Increasing susceptibility of the cells to disruption is observed with time following induction. For a given recovery process this results in a higher fraction of product release and a greater proportion of fine cell debris particles that are difficult to remove by centrifugation. Such observations are confirmed at pilot scale. Biotechnol. Bioeng. 2013 9999:XX–XX. © 2013 Wiley Periodicals, Inc. Biotechnol. Bioeng. 2013; 110: 2150–2160. © 2013 Wiley Periodicals, Inc.     

A method for efficient isotopic labeling of recombinant proteins

A rapid and efficient approach for preparing isotopically labeled recombinant proteins is presented. The method is demonstrated for ¹³C labeling of the C-terminal domain of angiopoietin-2, ¹⁵N labeling of ubiquitin and for ²H/¹³C/¹⁵N labeling of the Escherichia coli outer-membrane lipoprotein Lpp-56. The production method generates cell mass using unlabeled rich media followed by exchange into a small volume of labeled media at high cell density. Following a short period for growth recovery and unlabeled metabolite clearance, the cells are induced. The expression yields obtained provide a fourfold to eightfold reduction in isotope costs using simple shake flask growths.     

Identification of Flavone Compounds in Eighteen Gramineae Species

Conditions for tryptophan synthesis from pyruvic acid, indole and NH₄Cl by Enterobacter aerogenes AHU 1540 having a high tryptophanase activity, were investigated using a reaction mixture containing 1.7% of pyruvic acid. Under optimum conditions, 16.4g/liter of tryptophan was accumulated after 24 hr of incubation.

Agaricus campestris AHU 9382 produced pyruvic acid in amounts of 22 ~ 26.5 g/liter from 5% of glucose after 3-days shaking culture. When E. aerogenes was added to this fermentation broth together with indole and NH₄Cl, pyruvic acid produced was rapidly converted to tryptophan and yields of tryptophan as high as 15 g/liter were obtained after 12 hr of incubation. Furthermore, pyruvic acid fermentation by Saccharomyces exiguus AHU 3110 or Corynebacterium sp. 37-3A could also be used as a pyruvic acid source for subsequent tryptophan production.     

Abstracts: Albany 2005, The 14th Conversation

Abstract

We report a cost efficient approach for amino-acid-type selective isotope labeling of proteins expressed in Leishmania tarentolae. The method provides an economically advantageous alternative to recently established protocol for isotopic labeling using expensive synthetic media. The method is based on cultivation of the L. tarentolae expression strain in a cheap complex medium supplemented with labeled amino acid(s). In this protocol, a labeled amino acid is deliberately diluted in the medium of undefined composition, which leads to a low-level isotope enrichment upon protein over-expression. The economic advantage of the protocol is achieved by avoiding large volumes of expensive synthetic medium. Decreased sensitivity of a NMR experiment due to low-level isotope enrichment is compensated by a five- to seven-fold increase of the yield of the recombinant protein in complex medium as compared to that in the synthetic medium. In addition, the decreased sensitivity can be compensated by using a higher magnetic field, cryo-detection system or higher number of transients during the NMR data acquisition. We show that enrichment as low as 5% does not compromise a NMR experiment and makes preparation of the recombinant proteins over- expressed in L. tarentolae economically viable. The method is demonstrated by selective labeling of the ～27 kDa enhanced green fluorescent protein (EGFP) with ¹⁵N-labeled valine.     

Yucasin is a potent inhibitor of YUCCA,a key enzyme in auxin biosynthesis

Indole‐3–acetic acid (IAA), an auxin plant hormone, is biosynthesized from tryptophan. The indole‐3–pyruvic acid (IPyA) pathway, involving the tryptophan aminotransferase TAA1 and YUCCA (YUC) enzymes, was recently found to be a major IAA biosynthetic pathway in Arabidopsis. TAA1 catalyzes the conversion of tryptophan to IPyA, and YUC produces IAA from IPyA. Using a chemical biology approach with maize coleoptiles, we identified 5–(4–chlorophenyl)‐4H‐1,2,4–triazole‐3–thiol (yucasin) as a potent inhibitor of IAA biosynthesis in YUC‐expressing coleoptile tips. Enzymatic analysis of recombinant AtYUC1‐His suggested that yucasin strongly inhibited YUC1‐His activity against the substrate IPyA in a competitive manner. Phenotypic analysis of Arabidopsis YUC1 over‐expression lines (35S::YUC1) demonstrated that yucasin acts in IAA biosynthesis catalyzed by YUC. In addition, 35S::YUC1 seedlings showed resistance to yucasin in terms of root growth. A loss‐of‐function mutant of TAA1, sav3–2, was hypersensitive to yucasin in terms of root growth and hypocotyl elongation of etiolated seedlings. Yucasin combined with the TAA1 inhibitor l –kynurenine acted additively in Arabidopsis seedlings, producing a phenotype similar to yucasin‐treated sav3–2 seedlings, indicating the importance of IAA biosynthesis via the IPyA pathway in root growth and leaf vascular development. The present study showed that yucasin is a potent inhibitor of YUC enzymes that offers an effective tool for analyzing the contribution of IAA biosynthesis via the IPyA pathway to plant development and physiological processes.