Dave Siak-Wei Ow

Sonochemistry and sonoluminescence in microfluidics

One way to focus the diffuse energy of a sound field in a liquid is by acoustically driving bubbles into nonlinear oscillation. A rapid and nearly adiabatic bubble collapse heats up the bubble interior and produces intense concentration of energy that is able to emit light (sonoluminescence) and to trigger chemical reactions (sonochemistry). Such phenomena have been extensively studied in bulk liquid. We present here a realization of sonoluminescence and sonochemistry created from bubbles confined within a narrow channel of polydimethylsiloxane-based microfluidic devices. In the microfluidics channels, the bubbles form a planar/pancake shape. During bubble collapse we find the formation of OH radicals and the emission of light. The chemical reactions are closely confined to gas–liquid interfaces that allow for spatial control of sonochemical reactions in lab-on-a-chip devices. The decay time of the light emitted from the sonochemical reaction is several orders faster than that in the bulk liquid. Multibubble sonoluminescence emission in contrast vanishes immediately as the sound field is stopped.

Characterizing Escherichia coli DH5α growth and metabolism in a complex medium using genome‐scale flux analysis

Genome‐scale flux analysis of Escherichia coli DH5α growth in a complex medium was performed to investigate the relationship between the uptake of various nutrients and their metabolic outcomes. During the exponential growth phase, we observed a sequential consumption order of serine, aspartate and glutamate in the complex medium as well as the complete consumption of key carbohydrate nutrients, glucose and trehalose. Based on the consumption and production rates of the measured metabolites, constraints‐based flux analysis of a genome‐scale E. coli model was then conducted to elucidate their utilization in the metabolism. The in silico analysis revealed that the cell exploited biosynthetic precursors taken up directly from the complex medium, through growth‐related anabolic pathways. This suggests that the cell could be functioning in an energetically more efficient manner by reducing the energy needed to produce amino acids. The in silico simulation also allowed us to explain the observed rapid consumption of serine: excessively consumed external serine from the complex medium was mainly converted into pyruvate and glycine, which in turn, led to the acetate accumulation. The present work demonstrates the application of an in silico modeling approach to characterizing microbial metabolism under complex medium condition. This work further illustrates the use of in silico genome‐scale analysis for developing better strategies related to improving microbial growth and enhancing the productivity of desirable metabolites. Biotechnol. Bioeng. 2009; 102: 923–934.

Identification of cellular objective for elucidating the physiological state of plasmid-bearing Escherichia coli using genome-scale in silico analysis

The presence of multiple copies of plasmids in Escherichia coli could induce a complex cascade of physiological changes known as the metabolic burden response. In this work, the physiological effect of such plasmid metabolic burden on E. coli metabolism was investigated by constraint‐based genome‐scale flux modeling. We systematically applied three cellular objectives: (a) maximizing growth rate, (b) maximizing plasmid production, and (c) maximizing maintenance energy expenditure to quantify in silico flux distributions. These simulated results were compared with experimental flux information to identify which of these cellular objectives best describes the physiological and metabolic states of plasmid‐bearing (P+) E. coli. Unlike the wild‐type E. coli cells that have directed the metabolism toward an optimum growth rate under the nutrient‐limited condition, the maximum growth rate objective could not correctly predict the metabolic state of recombinant P+ cells. Instead, flux simulations by maximizing maintenance energy expenditure showed good consistency with experimental observation, indicating that the P+ cells are energetically less efficient and could require higher maintenance energy. This study demonstrates that the cellular objective of maximizing maintenance energy expenditure provides a better description of the underlying physiological state in recombinant microorganisms relevant to biotechnological applications.

Creation of cavitation activity in a microfluidic device through acoustically driven capillary waves

We present a study on achieving intense acoustic cavitation generated by ultrasonic vibrations in polydimethylsiloxane (PDMS) based microfluidic devices. The substrate to which the PDMS is bonded was forced into oscillation with a simple piezoelectric transducer attached at 5 mm from the device to a microscopic glass slide. The transducer was operated at 100 kHz with driving voltages ranging between 20 V and 230 V. Close to the glass surface, pressure and vibration amplitudes of up to 20 bar and 400 nm were measured respectively. It is found that this strong forcing leads to the excitation of nonlinear surface waves when gas-liquid interfaces are present in the microfluidic channels. Also, it is observed that nuclei leading to intense inertial cavitation are generated by the entrapment of gas pockets at those interfaces. Subsequently, cavitation bubble clusters with void fractions of more than 50% are recorded with high-speed photography at up to 250,000 frames/s. The cavitation clusters can be sustained through the continuous injection of gas using a T-junction in the microfluidic device.

Co-expression of Skp and FkpA chaperones improves cell viability and alters the global expression of stress response genes during scFvD1.3 production

BackgroundThe overexpression of scFv antibody fragments in the periplasmic space of Escherichia coli frequently results in extensive protein misfolding and loss of cell viability. Although protein folding factors such as Skp and FkpA are often exploited to restore the solubility and functionality of recombinant protein products, their exact impact on cellular metabolism during periplasmic antibody fragment expression is not clearly understood. In this study, we expressed the scFvD1.3 antibody fragment in E. coli BL21 and evaluated the overall physiological and global gene expression changes upon Skp or FkpA co-expression.ResultsThe periplasmic expression of scFvD1.3 led to a rapid accumulation of insoluble scFvD1.3 proteins and a decrease in cell viability. The co-expression of Skp and FkpA improved scFvD1.3 solubility and cell viability in a dosage-dependent manner. Through mutagenesis experiments, it was found that only the chaperone activity of FkpA, not the peptidyl-prolyl isomerase (PPIase) activity, is required for the improvement in cell viability. Global gene expression analysis of the scFvD1.3 cells over the chaperone-expressing cells showed a clear up-regulation of genes involved in heat-shock and misfolded protein stress responses. These included genes of the major HSP70 DnaK chaperone family and key proteases belonging to the Clp and Lon protease systems. Other metabolic gene expression trends include: (1) the differential regulation of several energy metabolic genes, (2) down-regulation of the central metabolic TCA cycle and transport genes, and (3) up-regulation of ribosomal genes.ConclusionsThe simultaneous activation of multiple stress related and other metabolic genes may constitute the stress response to protein misfolding in the scFvD1.3 cells. These gene expression information could prove to be valuable for the selection and construction of reporter contructs to monitor the misfolded protein stress response during antibody fragment production.

Enhancement of plasmid DNA yields during fed‐batch culture of a fruR‐knockout Escherichia coli strain

Well‐characterized derivatives of Escherichia coli K12 such as DH5α are the host strains commonly used for plasmid DNA production. Owing to the prospective clinical demand for large quantities of plasmid DNA for gene therapy and DNA vaccination, existing plasmid production processes need to be optimized to attain higher plasmid yields. To date, nearly all production optimization efforts are focused on media or fermentation process design. Although there has been a simple empirical evaluation of the available host strains, there is a lack of systematic effort at engineering these host strains for improved plasmid DNA production. In view of this, we engineered DH5α WT (wild‐type) cells carrying a DNA vaccine plasmid by knocking out the fruR (fructose repressor) [also known as the Cra (catabolite repressor activator)] global regulator gene and evaluated the growth and plasmid yields of these P+ (plasmid‐bearing) fruR cells (fruR‐knockout cells) during fed‐batch cultures with exponential feeding. The P+ fruR cells showed a more rapid accumulation of plasmid DNA towards the end of the fed‐batch cultures compared with the P+ WT cells. As a result, the specific plasmid yield of the P+ fruR cells was 21% higher than that of the P+ WT cells [19.2 versus 15.9 mg/g DCW (dry cell weight)]. These results demonstrate that, from an initial high‐yielding fermentation process, the knockout of the fruR global regulator gene in E. coli DH5α further improves plasmid yields during fed‐batch culture.

Effect of linker flexibility and length on the functionality of a cytotoxic engineered antibody fragment

Engineered antibody fragments often contain natural or synthetic linkers joining the antigen-binding domain and multimerization regions, and the roles of these linkers have largely been overlooked. To investigate linker effects on structural properties and functionality, six bivalent cytotoxic antibody fragments with of linkers of varying flexibility and length were constructed: (1) 10-AA mouse IgG3 upper hinge region, (2) 20-AA mouse IgG3 upper hinge region repeat, (3) 10-AA glycine and serine linker, (4) 20-AA glycine and serine linker repeat, (5) 21-AA artificial linker, and (6) no-linker control. Interestingly, a higher cytotoxicity was observed for fragments bearing the rigid short linkers compared to the flexible longer linkers. More importantly, amino acid composition related to the rigidity/flexibility was found to be of greater importance upon cytotoxicity than linker length alone. To further study the structure-function relationship, molecular modelling and dynamics simulation were exploited. Resultantly, the rigid mouse IgG3 upper hinge region was predicted to enhance structural stability of the protein during the equilibrium state, indicating the improved cytotoxicity over other combinations of fragments. This prediction was validated by measuring the thermal stability of the mouse IgG3 upper hinge as compared to the artificial linker, and shown to have a higher melting temperature which coincides with a higher structural stability. Our findings clearly suggest that appropriate linker design is required for enhancing the structural stability and functionality of engineered antibody fragments.

Exploring codon context bias for synthetic gene design of a thermostable invertase in Escherichia coli

Various isoforms of invertases from prokaryotes, fungi, and higher plants has been expressed in Escherichia coli, and codon optimisation is a widely-adopted strategy for improvement of heterologous enzyme expression. Successful synthetic gene design for recombinant protein expression can be done by matching its translational elongation rate against heterologous host organisms via codon optimization. Amongst the various design parameters considered for the gene synthesis, codon context bias has been relatively overlooked compared to individual codon usage which is commonly adopted in most of codon optimization tools. In addition, matching the rates of transcription and translation based on secondary structure may lead to enhanced protein folding. In this study, we evaluated codon context fitness as design criterion for improving the expression of thermostable invertase from Thermotoga maritima in Escherichia coli and explored the relevance of secondary structure regions for folding and expression. We designed three coding sequences by using (1) a commercial vendor optimized gene algorithm, (2) codon context for the whole gene, and (3) codon context based on the secondary structure regions. Then, the codon optimized sequences were transformed and expressed in E. coli. From the resultant enzyme activities and protein yield data, codon context fitness proved to have the highest activity as compared to the wild-type control and other criteria while secondary structure-based strategy is comparable to the control. Codon context bias was shown to be a relevant parameter for enhancing enzyme production in Escherichia coli by codon optimization. Thus, we can effectively design synthetic genes within heterologous host organisms using this criterion.

Small Colony Variants and Single Nucleotide Variations in Pf1 Region of PB1 Phage-Resistant Pseudomonas aeruginosa.

Phage therapy involves the application of lytic bacteriophages for treatment of clinical infections but bacterial resistance may develop over time. Isolated from nosocomial infections, small colony variants (SCVs) are morphologically distinct, highly virulent bacterial strains that are resistant to conventional antibiotics. In this study, SCVs was derived from Pseudomonas aeruginosa exposed to the lytic bacteriophage PB1 and these cells were resistant to subsequent phage infection by PB1. To elucidate the mechanism of the SCV phage resistance, we performed phenotypic assays, DNA microarrays and whole-genome sequencing. Compared with wild-type P. aeruginosa, the SCV isolate showed impaired biofilm formation, decreased twitching motility, reduced elastase and pyocyanin production. The SCV is also more susceptible to the antibiotic ciprofloxacin and exhibited higher syrface hydrophobicity than the wild-type, indicative of changes to cell surface lipopolysaccharide (LPS) composition. Consistent with these results, transcriptomic studies of SCV revealed up-regulation of genes involved in O-specific antigen (OSA) biosynthesis, suggesting the regulation of surface moieties may account for phage resistance. Western blot analysis showed a difference in OSA distribution between the two strains. Simultaneously, genes involved in aromatic and branched chain amino acid catabolism were down-regulated. Whole genome sequencing of the SCV revealed multiple single nucleotide variations within the Pf1 prophage region, a genetic locus known to play a crucial role in biofilm formation and to provide survival advantage via gene transfer to a subpopulation of cells. Insights into phenotypic and genetic changes in SCV gained here should help direct future studies to elucidate mechanisms underpinning phage resistance, leading to novel counter resistance measures.

Microbubble-mediated sonoporation for highly efficient transfection of recalcitrant human B- cell lines.

Sonoporation has not been widely explored as a strategy for the transfection of heterologous genes into notoriously difficult‐to‐transfect mammalian cell lines such as B cells. This technology utilizes ultrasound to create transient pores in the cell membrane, thus allowing the uptake of extraneous DNA into eukaryotic and prokaryotic cells, which is further enhanced by cationic microbubbles. This study investigates the use of sonoporation to deliver a plasmid encoding green fluorescent protein (GFP) into three human B‐cell lines (Ramos, Raji, Daudi). A higher transfection efficiency (TE) of >42% was achieved using sonoporation compared with <3% TE using the conventional lipofectamine method for Ramos cells. Upon further antibiotic selection of the transfected population for two weeks, we successfully enriched a stable population of GFP‐positive Ramos cells (>70%). Using the same strategy, Raji and Daudi B cells were also successfully transfected and enriched to 67 and 99% GFP‐positive cells, respectively. Here, we present sonoporation as a feasible non‐viral strategy for stable and highly efficient heterologous transfection of recalcitrant B‐cell lines. This is the first demonstration of a non‐viral method yielding transfection efficiencies significantly higher (42%) than the best reported values of electroporation (30%) for Ramos B‐cell lines.