Browsing by Author "Zhang, Yi Heng Percival"

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    Cell-Free Biosystems Comprised of Synthetic Enzymatic Pathways: Development of Building Blocks, Immobilization of Enzymes, Stabilization of Cascade Enzymes, and Generation of Hydrogen
    Myung, Suwan (Virginia Tech, 2013-05-08)
    The production of hydrogen from low-cost abundant renewable biomass would be vital to sustainable development. Cell-free (in vitro) biosystems comprised of synthetic enzymatic pathways would be a promising biomanufacturing platform due to several advantages, such as high product yield, fast reaction rate, easy control and access, and so on. However, it is essential to produce (purified) enzymes at low costs and stabilize them for long periods to decrease biocatalyst costs. Thermophilic recombinant enzymes as building blocks were discovered and developed: fructose 1,6-bisphosphatase (FBP) from Thermotoga maritime, phosphoglucose isomerase (PGI) from Clostridium thermocellum, triose phosphate isomerase (TIM) from Thermus thermophiles and fructose bisphosphate aldolase (ALD) from T. maritima and T. thermophilus. The recombinant proteins were over-expressed in E. coli, purified and characterized. For purification and stabilization of enzymes, one-step, simple, low-cost purification and immobilization methods were developed based on simple adsorption of cellulose-binding module (CBM)-tagged protein on the external surface of high-capacity regenerated amorphous cellulose. Also, a simple, low-cost purification method of thermophilic enzymes was developed utilizing a combination of heat and ammonium sulfate precipitation. For development of cascade enzymes as building modules (biocatalyst modules), it was discovered that the presence of other enzymes/proteins had a strong synergetic effect on the stabilization of the thermolabile enzyme (e.g., PGI) due to the in vitro macromolecular crowding effect. And substrate channeling among CBM-tagged self-assembled three-enzyme complex (synthetic matabolon) immobilized on the easily-recycled cellulose-containing magnetic nanoparticles can not only increase cascade reaction rates greatly, but also decrease enzyme cost in cell-free biosystems. The high product yield and fast reaction rate of dihydrogen from sucrose was validated in a batch reaction containing fifteen enzymes comprising a non-natural synthetic pathway. The yield of dihydrogen production from 2 mM of sucrose was 96.7 % compared to theoretical yield at 37 °C. The maximum rate was increased 3.1 fold when the substrate concentration was increased from 2 to 50 mM in a fed-batch reaction. The research and development of cell-free biosystems for biomanufacturing require more efforts, especially in low-cost recombinant thermostable enzymes as building blocks, efficient cofactor recycling, enzyme and cofactor stabilization, and fast reaction rates.
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    Enzymatic fuel cells via synthetic pathway biotransformation
    Zhu, Zhiguang (Virginia Tech, 2013-06-11)
    Enzyme-catalyzed biofuel cells would be a great alternative to current battery technology, as they are clean, safe, and capable of using diverse and abundant renewable biomass with high energy densities, at mild reaction conditions. However, currently, three largest technical challenges for emerging enzymatic fuel cell technologies are incomplete oxidation of most fuels, limited power output, and short lifetime of the cell. Synthetic pathway biotransformation is a technology of assembling a number of enzymes coenzymes for producing low-value biocommodities. In this work, it was applied to generate bioelectricity for the first time. Non-natural enzymatic pathways were developed to utilize maltodextrin and glucose in enzymatic fuel cells. Three immobilization approaches were compared for preparing enzyme electrodes. Thermostable enzymes from thermophiles were cloned and expressed for improving the lifetime and stability of the cell. To further increase the power output, non-immobilized enzyme system was demonstrated to have higher power densities compared to those using immobilized enzyme system, due to better mass transfer and retained native enzyme activities. With the progress on pathway development and power density/stability improvement in enzymatic fuel cells, a high energy density sugar-powered enzymatic fuel cell was demonstrated. The enzymatic pathway consisting of 13 thermostable enzymes enabled the complete oxidation of glucose units in maltodextrin to generate 24 electrons, suggesting a high energy density of such enzymatic fuel cell (300 Wh/kg), which was several folds higher than that of a lithium-ion battery. Maximum power density was 0.74 mW/cm2 at 50 deg C and 20 mM fuel concentration, which was sufficient to power a digital clock or a LED light. These results suggest that enzymatic fuel cells via synthetic pathway biotransformation could achieve high energy density, high power density and increased lifetime. Future efforts should be focused on further increasing power density and enzyme stability in order to make enzymatic fuel cells commercially applicable.
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    Enzymatic Production of Cellulosic Hydrogen by Cell-free Synthetic Pathway Biotransformation(SyPaB)
    Ye, Xinhao (Virginia Tech, 2011-07-06)
    The goals of this research were 1) to produce hydrogen in high yields from cellulosic materials and water by synthetic pathway biotranformation (SyPaB), and 2) to increase the hydrogen production rate to a level comparable to microbe-based methods (~ 5 mmol H2/L/h). Cell-free SyPaB is a new biocatalysis technology that integrates a number of enzymatic reactions from four different metabolic pathways, e.g. glucan phosphorylation, pentose phosphate pathway, gluconeogenesis, and hydrogenase-catalyzed hydrogen production, so as to release 12 mol hydrogen per mol glucose equivalent. To ensure the artificial enzymatic pathway would work for hydrogen production, thermodynamic analysis was firstly conducted, suggesting that the artificial enzymatic pathway would spontaneously release hydrogen from cellulosic materials. A kinetic model was constructed to assess the rate-limited step(s) through metabolic control analysis. Three phosphorylases, i.e. α-glucan phosphorylase, cellobiose phosphorylase, and cellodextrin phosphorylase, were cloned from a thermophile Clostridium thermocellum, and heterologously expressed in Escherichia coli, purified and characterized in detail. Finally, up to 93% of hydrogen was produced from cellulosic materials (11.2 mol H2/mol glucose equivalent). A nearly 20-fold enhancement in hydrogen production rates has been achieved by increasing the rate-limiting hydrogenase concentration, increasing the substrate loading, and elevating the reaction temperature slightly from 30 to 32°C. The hydrogen production rates were higher than those of photobiological systems and comparable to the rates reported in dark fermentations. Now the hydrogen production is limited by the low stabilities and low activities of various phosphorylases. Therefore, non-biologically based methods have been applied to prolong the stability of α-glucan phosphorylases. The catalytic potential of cellodextrin phosphorylase has been improved to degrade insoluble cellulose by fusion of a carbohydrate-binding module (CBM) family 9 from Thermotoga maritima Xyn10A. The inactivation halftime of C. thermocellum cellobiose phosphorylase has been enhanced by three-fold at 70°C via a combination of rational design and directed evolution. The phosphorylases with improved properties would work as building blocks for SyPaB and enabled large-scale enzymatic production of cellulosic hydrogen.
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    In Vitro Synthetic Biology Platform and Protein Engineering for Biorefinery
    Kim, Jae Eung (Virginia Tech, 2017-07-17)
    In order to decrease our dependence on non-renewable petrochemical resources, it is urgently required to establish sustainable biomass-based biorefineries. Replacing fossil fuels with renewable biomass as a raw feedstock for the production of chemicals and biofuels is a main driving force of biorefinering. Almost all kinds of biomass can be converted to biochemicals, biomaterials and biofuels via continuing advances on conversion technologies. In vitro synthetic biology is an emergent biomanufacturing platform that circumvents cellular constraints so that it can implement some biotransformations better than whole-cell fermentation, which spends a fraction of energy and carbon sources for cellular duplication and side-product formation. In this work, the in vitro synthetic (enzymatic) biosystem is used to produce a future carbon-neutral transportation fuel, hydrogen, and two high-value chemicals, a sugar phosphate and a highly marketable sweetener, representing a new portfolio for new biorefineries. Hydrogen gas is a promising future energy carrier as a transportation fuel, offering a high energy conversion efficiency via fuel cells, nearly zero pollutants produced to end users, and high mass-specific and volumetric energy densities compared to rechargeable batteries. Distributed production of cost-competitive green hydrogen from renewable biomass will be vital to the hydrogen economy. Substrate costs contribute to a major portion of the production cost for low-value bulk biocommodities, such as hydrogen. The reconstitution of 17 thermophilic enzymes enabled to construct an artificial enzymatic pathway converting all glucose units of starch, regardless of the branched and linear contents, to hydrogen gas at a theoretic yield (i.e., 12 H2 per glucose), three times of the theoretical yield from dark microbial fermentation. Using a biomimetic electron transport chain, a maximum volumetric productivity was increased by more than 200-fold to 90.2 mmol of H2/L/h at a high starch concentration from the original study in 2007. In order to promote economics of biorefineries, the production of a sugar phosphate and a fourth-generation sweetener is under development. D-xylulose 5-phosphate (Xu5P), which cannot be prepared efficiently by regular fermentation due to the negatively charged and hydrophilic phosphate groups, was synthesized from D-xylose and polyphosphate via a minimized two-enzyme system using a promiscuous activity of xylulose kinase. Under the optimized condition, 32 mM Xu5P was produced from 50 mM xylose and polyphosphate, achieving a 64% conversion yield, after 36 h at 45 °C. L-arabinose, a FDA-approved zero-calorie sweetener, was produced from D-xylose via a novel enzymatic pathway consisting of xylose isomerase, L-arabinose isomerase and xylulose 4-epimerase (Xu4E). Promiscuous activity of Xu4E, a monosaccharide C4-epimerase, was discovered for the first time. Directed evolution of Xu4E enabled to increase the catalytic function of C4-epimerization on D-xylulose as a substrate by more than 29-fold from the wild-type enzyme. Together, these results demonstrate that the in vitro synthetic biosystem as a feasible biomanufacturing platform has great engineering, and can be used to convert renewable biomass resources to a spectrum of marketable products and renewable energy. As future efforts are addressed to overcome remaining challenges, for example, decreasing enzyme production costs, prolonging enzyme lifetime, engineering biomimetic coenzymes to replace natural coenzymes, and so on. This in vitro synthetic biology platform would become a cornerstone technology for biorefinery industries and advanced biomanufacturing (Biomanufacturing 4.0).
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    Lignocellulose Saccharification via Cellulose Solvent Based Fractionation Followed by Enzymatic Hydrolysis: the Last Obstacle to Integrated Biorefineries
    Sathitsuksanoh, Noppadon (Virginia Tech, 2011-08-22)
    The production of biofuels and biobased products from low-cost abundant renewable non-food lignocellulosic biomass will be vital to sustainable development because it will bring benefits to the environment, the economy, and the national security. The largest technical and economic challenge for emerging biorefineries is cost-effective release of fermentable sugars from recalcitrant structure of lignocellulosic biomass. Cellulose- and organic-solvent-based lignocelluloses fractionation (COSLIF) technology was employed to overcome biomass recalcitrance. Surface response methodology (SRM) showed that optimal COSLIF pretreatment conditions were 85% (w/v) H₃PO₄ and ~50 °C, regardless of moisture contents in biomass from 5-15% (w/w) for common reed. Under these conditions, the pretreated biomass was hydrolyzed fast with high glucan digestibilities at low enzyme loadings (i.e., one FPU of cellulase per gram of glucan). Crystallinity index (CrI) measurements by X-ray diffraction (XRD) and cross polarization/magic angle spinning (CP/MAS) ¹³C nuclear magnetic resonance (NMR), and cellulose accessibility to cellulase (CAC) determinations of COSLIF-pretreated biomass confirmed that highly ordered hydrogen-bonding networks in cellulose fibers of biomass were disrupted through cellulose dissolution in a cellulose solvent. This disruption of hydrogen bonding networks among cellulose chains resulted in a drastic increase in CAC values. Fourier transform infrared (FTIR) analyses on COSLIF-pretreated biomass revealed conformational changes in specific hydrogen bonding among cellulose chains due to COSLIF. While CrI is believed to be a key substrate characteristic that impacts enzymatic cellulose hydrolysis, studies in this thesis showed CrI values varied greatly depending on measurement techniques, calculation approaches, and sample preparation conditions. A correlation between CAC values and glucan digestibility of pretreated biomass showed that substrate accessibility is a key substrate characteristic impacting enzymatic cellulose hydrolysis. In summary, COSLIF can effectively overcome biomass recalcitrance. The resulting pretreated biomass has high CAC values, resulting in fast hydrolysis rates and high enzymatic glucan digestibilities of COSLIF-pretreated biomass at low enzyme usage.
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    Spatiotemporal Characterization of Stochastic Bacterial Growth in Biofilm Environment
    Paek, Sung-Ho (Virginia Tech, 2017-06-13)
    Research on bacteria in their biofilm form is limited by the ability to artificially culture bacterial biofilms in a system that permits the visualization of individual cells. The experiments comprising this thesis research are on-going investigations of bacterial culture systems engineered to provide an environment that mimics biofilms while enabling real-time microscopy. Specifically, the microfluidic systems developed and assessed as part of this thesis permit the visualization of individual bacteria cells within consortia growing within a narrow space provided by a microfluidic device. This research demonstrates the versatility of these microfluidic systems across potentially high-throughput microbiological experiments utilizing genetically engineered Escherichia coli. Before demonstrating the efficacy of these systems, the development of the field of synthetic biology over the past half century is reviewed, focusing on synthetic genetic circuits and their applications (Chapter 2). The first and main microfluidic device explored in this research was developed to mimic the nutrient-deficient conditions within biofilms by forcing media to enter the culture area through a narrow, torturous channel. The microfluidic channel was thin enough (0.97 μm) to prevent the motility of 1-μm-wide E. coli cells, enabling visualization of individual cells. The bacteria cultured in the device contained either a simple Plux-driven quorum sensing receiver (Chapters 3 and 5) or a LacI- and TetR-driven genetic toggle switch (Chapter 4). Under the culture conditions, the quorum sensing reporter signal was detected even without addition of the signaling molecule (Chapter 3). The genetic toggle switch was stable when the system began in the high-LacI expression state, but after 5 days of culture, >5% of high-TetR expression cells began to consistently express the high-LacI state (Chapter 4). This system was also employed to track lineages of cells using real-time microscopy, which successfully characterized the inheritance of aberrant, enlarged cell phenotypes under stress (Chapter 5). Another microfluidic device, a droplet bioreactor, was also developed to culture small numbers of cells in an aqueous bubble suspended in oil (Chapter 6). Quorum sensing receiver cellswere cultured in this device, demonstrating that it is well suited for testing the effects of compounds on biofilms within water-in-oil droplets.
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    Synthetic enzymatic pathway conversion of cellulosic biomass to hydrogen
    Rollin, Joseph A. (Virginia Tech, 2013-12-13)
    In order to meet the energy needs of a growing world in a sustainable manner, new high efficiency, carbon-neutral fuels and chemical feedstocks are required. An emerging approach that shows promise for high efficiency production of renewable fuels and chemicals is the use of purified enzymes combined in one pot to catalyze complex conversions: synthetic pathway biotransformations (SyPaB). An exemplary technology in this burgeoning field is the production of hydrogen from biomass sugars. Lignocellulosic biomass, which includes agricultural residues, energy crops, and industrial waste streams, is an ideal substrate for SyPaB conversion, as it is abundant and cheap, second only to untaxed coal on a $/energy content basis. But the structure of biomass is highly recalcitrant, making high-yield biological conversion difficult to achieve. In order to increase susceptibility to enzymatic digestion, thermochemical pretreatments are applied, with the goals of removing of lignin, the simplest example being soaking in aqueous ammonia (SAA); hemicellulose removal, most often using dilute acid (DA); and increasing cellulose accessibility by cellulose solvent-based pretreatments, such as cellulose solvent- and organic solvent-based lignocellulose fractionation (COSLIF). In a comparison of the lignin removal (SAA) and accessibility increase (COSLIF) approaches, we found that certain levels of lignin removal (~15%) were important, but further lignin removal was less effective at achieving digestibility gains than increasing cellulose accessibility. Pretreated biomass forms an excellent substrate for SyPaB hydrogen generation, due to low cost and high sugar content. Following experiments demonstrating the high yield conversion of sucrose to hydrogen (97%) and SyPaB generation of hydrogen at a rate commensurate with the best biological rates achieved, 157 mmol/L/h. SyPaB was combined with enzymatic hydrolysis to enable the direct conversion of cellulosic biomass, including untreated, DA, and COSLIF corn stover. In addition, an updated kinetic model of the system was used to rationally increase the maximum hydrogen production rate by 70% while minimizing total enzyme loading and without increasing substrate concentration. Together, these results demonstrate the high level of engineering control in cell-free systems, which can enable conversion of a variety of substrates to hydrogen at the highest possible yield and rates as high as any biohydrogen production method.