Immobilized enzymes have drawn widespread attention due to the enhanced stability, easy separation from reaction mixture, and the prominent recyclability. Nevertheless, it is still an ongoing challenge to develop potent immobilization techniques which are capable of stable enzyme encapsulation, minimal loss of activity, and modulability for various enzymes and applications. Here, microfibers with tunable size and composition were fabricated using a home-made microfluidic device. These microfibers were able to efficiently encapsulate bovine serum albumin (BSA), glucose oxidase (GOX) and horseradish peroxidase (HRP). But the physically adsorbed enzymes readily diffused from microfibers into the catalytic reaction system. The leakage of enzymes could be substantially inhibited by conjugating to polyacrylic acid (PAA) and incorporating into the alginate-based microfibers, enabling stable immobilization, improved recyclability, and enhanced thermostability. In addition, GOX and HRP-loaded microfibers were fabricated under the optimized conditions for the visual detection of glucose using the cascade reaction of these enzymes, showing sensitive color change to glucose with concentration range of 0-2 mM. Due to the tunability and versatility, this microfluidic-based microfiber platform may provide a valuable approach to the enzyme immobilization for the cascade catalysis and diagnoses with multiple clinical markers.
The chloroplast represents an attractive compartment for light-driven biosynthesis of recombinant products, and advanced synthetic biology tools are available for engineering the chloroplast genome (=plastome) of several algal and plant species. However, producing commercial lines will likely require several plastome manipulations, and this will present issues with respect to selectable markers: there are a limited number of markers available, these can be used only once in a serial engineering strategy, and it is undesirable to retain marker genes for antibiotic resistance in the final transplastome. To address these problems, we have designed a rapid iterative marker system for the green microalga Chlamydomonas reinhardtii that allows creation of marker-free transformants starting from wild-type strains. The system employs a dual marker encoding a fusion protein of E. coli aminoglycoside adenyltransferase (conferring spectinomycin resistance) and a variant of E. coli cytosine deaminase (conferring sensitivity to 5-fluorocytosine). Initial selection on spectinomycin allows stable transformants to be established and driven to homoplasmy. Subsequent selection on 5-fluorocytosine results in rapid loss of the dual marker through intramolecular recombination between the marker’s 3’UTR and the 3’UTR of the introduced transgene(s). We demonstrate the versatility of the CpPosNeg system by serial introduction of reporter genes into the plastome.
Cas9 nucleases have become the most versatile tool for genome editing projects in a broad range of organisms. The recombinant production of Cas9 nuclease is desirable for in vitro activity assays or the preparation of ribonucleoproteins (RNPs) for DNA-free genome editing approaches. For the rapid production of Cas9, we explored the use of a recently established cell-free lysate from tobacco (Nicotiana tabacum L.) BY-2 cells. Using this system, the 130-kDa Cas9 nuclease from Staphylococcus aureus (SaCas9) was produced and subsequently purified via affinity chromatography. The purified apoenzyme was supplemented with ten different sgRNAs, and the nuclease activity was confirmed by the linearization of plasmid DNA containing cloned DNA target sequences.
The signaling molecular mechanisms in zebrafish response to electricity are unknown, so here we asked if changes to dopaminergic signaling pathways can affect their electrically-evoked locomotion. To answer this question, the effects of multiple selective and non-selective dopamine compounds on the electric response of zebrafish larvae is investigated. A microfluidic device with enhanced control of experimentation with multiple larvae is used, which features a novel design to immobilize four zebrafish larvae in parallel and expose them to electric current that induces tail locomotion. In 6 days post-fertilization zebrafish larvae, the electric induced locomotor response is quantified in terms of the tail movement duration and beating frequency to discern the effect of non-lethal concentrations of dopaminergic agonists (apomorphine, SKF-81297, and quinpirole), and antagonists (butaclamol, SCH-23390, and haloperidol). All dopamine antagonists decrease locomotor activity, while dopamine agonists do not induce similar behaviours in larvae. The D2- like selective dopamine agonist quinpirole enhances movement. However, exposure to non-selective and D1-selective dopamine agonists apomorphine and SKF-81297 cause no significant change in the electric response. Exposing larvae that were pre-treated with butaclamol and haloperidol to apomorphine and quinpirole, respectively, restores electric locomotion. The results demonstrate a correlation between electric response and the dopamine signalling pathway. We propose that the electrofluidic assay has profound application potential as a chemical screening method when investigating biological pathways, behaviors, and brain disorders.
The effects of climate change, soil depletion, a growing world population putting pressure on food safety and security are major challenges for agriculture in the 21st century. The breeding success of the green revolution has decelerated and current programs can only offset the yield affecting factors. New approaches are urgently needed and we propose, “Genome Editing accelerated Re-Domestication” (GEaReD) as a major new direction in plant breeding. By combining the upcoming technologies for phenotyping, omics and artificial intelligence with the promising new CRISPR-toolkits, this approach is closer than ever. Wild relatives of current crops are often adapted to harsh environments and have a high genetic diversity. Re-domestication of wild barley or teosinte could generate new cultivars adapted to environmental changes. De novo domestication of perennial relatives like Hordeum bulbosum could counter with soil depletion and increase soil carbon. Recent research already proved the principle of re-domestication in tomato and rice and therefore laid the foundation for GEaReD.
Food security is one of the main topics of today's agriculture especially facing challenging environmental conditions. As most humankind has a daily intake of cereal grains, current breeding programs focus on these crop plants. Within the breeders' toolbox, customised endonucleases became included after this universal application had been demonstrated. Due to technological restrictions, the main focus was on aboveground plant organs, while the essential belowground has been given only limited attention. In the present review, we summarise the knowledge on the root system architecture in cereals, the importance of phytohormones in this physiological process, and the molecular mechanisms involved. The review summarises how the use of the CRISPR methodology can improve the root system architecture to enhance crop production genetically. Finally, future research directions involving all this knowledge and technical advances are suggested.
Genome editing and gene expression engineering using CRISPR-Cas systems in plants usually rely on labor-intensive tissue culture approaches to generate stably transformed plants that express the components of the reaction. Viral vectors have demonstrated to be a quick and effective alternative to express multiple guide RNAs, DNA templates for homologous recombination, and even Cas nucleases. Here we have developed an improved vector system based on tobacco rattle virus (TRV) to simplify logistics in genome editing and gene silencing approaches. The new system consists in a single Agrobacterium tumefaciens clone co-transformed with two compatible mini binary vectors from which TRV RNA1 and an engineered version of TRV RNA2 are expressed. Sequences of recombinant proteins, gene fragments for virus-induced gene silencing (VIGS) or guide RNAs can be easily inserted by one-step digestion-ligation and homology-based cloning methods in the RNA2 plasmid to produce vectors with a size substantially smaller than usual. Using this new one-Agrobacterium TRV mini vector system, we show robust VIGS of an endogenous host gene after infiltration of bacterial suspensions at low optical densities, and efficient production of recombinant proteins in Nicotiana benthamiana. Most importantly, we also show highly efficient heritable genome editing in more than half of the seedling originating from inoculated N. benthamiana plants that express Cas9.
Sophorolipids (SLs) are regarded as one of the most promising biosurfactants. However, high production costs are the main obstacle to extended SLs application. Semi-continuous fermentation, which is based on in-situ separation, is a promising technology for achieving high SLs productivity. In this study, the sedimentation mechanism of SLs was analyzed. The formation of a hydrophobic mixture of SLs and rapeseed oil was a key factor in sedimentation. And the hydrophobicity and density of the mixture determined SLs sedimentation rate. On this basis, ultrasonic enhanced sedimentation technology (UEST) was introduced, by which the sedimentation rates were increased by 46.9% to 485.4% with different ratio of rapeseed oil to SLs. UEST-assisted real-time in-situ separation and semi-continuous fermentation were performed. SLs productivity and yield were 2.15 g/L/h and 0.58 g/g, respectively, simultaneously the loss ratio of cells, glucose, and rapeseed oil were significantly reduced. This study provides the new horizon for optimization of the SLs fermentation process.
Seamless modification of bacteria chromosome is widely performed both in theoretical and in practical research, for this purpose, excellent counter-selection marker genes with high selection stringency are needed. Lysis gene E from bacteriophage PhiX174 was developed and optimized as a counter-selection marker in this paper. Lysis gene E was firstly constructed under the control of pL promoter. At 42 °C, Lysis gene E could effectively kill Escherichia coli. Seamless modification using E as a counter-selection marker also successfully conducted. It also works in another Gram-negative strain Serratia marcescens under the control of Arac/PBAD regulatory system. Through combining lysis gene E and kil, the selection stringency frequency of pL-kil-sd-E cassette in E. coli arrived at 4.9×10−8 and 3.2×10−8 at two test loci, which is very close to the best counter-selection system, inducible toxins system. Under the control of Arac/PBAD, selection stringency of PBAD-kil-sd-E in S. marcescens arrived at the level of 10−7 at four test loci. By introducing araC gene harboring plasmid pKDsg-ack, 5- to 18- fold improvement of selection stringency was observed at these loci, and a surprising low selection stringency frequency 4.9×10−9 was obtained at marR-1 locus, the lowest selection stringency frequency for counter-selection reported so far. Similarly, at araB locus of E. coli selection stringency frequency of PBAD-kil-sd-E was improved to 3×10−9 after introducing plasmid pKDsg-ack. In conclusion, we have developed and optimized a newly universal counter-selection marker based on lysis gene E. The best selection stringency of this new marker exceeds the inducible toxins system several fold.
Tuberculosis (TB) and its emerged drug resistance exert huge threats on the global health, therefore development of novel anti-TB antibiotics is very essential. Ilamycin-E1/E2 is a pair of cycloheptapeptide enantiomers obtained from a marine-derived Streptomyces atratus SCSIO ZH16-ΔilaR mutant, and become promising anti-TB lead compounds due to their significant anti-TB activities, but their low titer hampered the further clinical development. In this work, the statistical Plackett-Burman design (PBD) model was applied to screen out bacterial peptone as the only significant but negative factor affecting the ilamycin-E1/E2 production. Subsequent single factor optimization revealed that replacement of bacterial peptone with malt extract eliminated the accumulation of porphyrin-type competitive byproduct, and the titer of ilamycin-E1/E2 in shaking flasks was improved from original 13.6±0.8 to 142.7±5.7 mg/L for about 10.5 folds. Furthermore, a pH coordinated feeding strategy was first adopted in scaled-up production of ilamycin-E1/E2. The obtained titer of ilamycin-E1/E2 in 30L was 169.8±2.5 mg/L, while in 300L fermentor was only 131.5±7.5 mg/L due to the unsynchronization of feeding response and pH change. Therefore, the continuous pulse feeding strategy was further applied in 300L fermentor and finally achieved 415.7±29.2 mg/L ilamycin-E1/E2, which represented about 30.5 folds improvement at last. Our work provided the solid basis to achieve sufficient ilamycin-E1/E2 lead compounds and support their potential anti-TB drug development.
Recent technological advancements in synthetic and systems biology have enabled the construction of microbial cell factories expressing diverse heterologous pathways in unprecedentedly short time scales. However, the translation of such laboratory scale breakthroughs to industrial bioprocesses remains a major bottleneck. In this study, an accelerated bioprocess development approach was employed to optimize the biosynthetic pathway of the blockbuster chemotherapy drug, Taxol. Statistical design of experiments approaches were coupled with an industrially relevant high-throughput microbioreactor system to optimize production of key Taxol intermediates, Taxadien-5α-ol and Taxadien-5α-yl-acetate, in engineered yeast cell factories. The optimal factor combination was determined via data driven statistical modelling and validated in 1L bioreactors leading to a 2.1-fold improvement in taxane production compared to a typical defined media. Elucidation and mitigation of a nutrient limitation enhanced product titers a further two-fold and titers of the critical Taxol precursors, Taxadien-5α-ol and Taxadien-5α-yl-acetate were improved to 34 and 11 mg/L, representing a three-fold improvement compared to the highest literature titers in S. cerevisiae. Comparable titers were obtained when the process was scaled up a further five-fold using 5 L bioreactors. The results of this study highlight the benefits of a holistic design of experiments guided approach to expedite early stage bioprocess development.
Background: Epitope mapping is an increasingly important aspect of biotherapeutic and vaccine development. Recent advances in therapeutic antibody design and production has enabled candidate mAbs to be identified at a rapidly increasing rate resulting in a significant bottleneck in the characterization of ‘structural’ epitopes, that are challenging to determine using existing high throughput epitope mapping tools. Here, Hydrogen/Deuterium Exchange Mass Spectrometry (HDX-MS) epitope screening workflow was introduced that is well suited for accelerated characterization of epitopes with a common antigen. Main methods and major results: The method is demonstrated on set of 6 candidate mAbs targeting Pertactin (PRN). Using this approach, five of the six epitopes was unambiguously determined using two HDX mixing timepoints in 24 hours total run time, corresponding to substantial decrease in the instrument time required to map a single epitope using conventional HDX workflows. Conclusion: An accelerated HDX-MS epitope screening workflow was developed. The two-timepoint ‘screening’ workflow mapped all six mAbs and generated high confidence epitopes for five of the six mAbs assayed. The substantial improvement in the rate of data collection can advance HDX-MS for higher throughput investigations supporting the ability to evaluate a broader number of mAb candidates at an earlier stage of vaccine development.
Carotenoids and tocopherols are health-promoting metabolites in livestock and human diets. Some important crops have been genetically modified to increase their content. Although the usefulness of transgenic plants to alleviate nutritional deficiencies is obvious, their social acceptance has been controversial. Here, we demonstrate an alternative biotechnological strategy for carotenoid and tocopherol fortification of edible fruits in which no transgenic DNA is involved. A viral RNA vector derived from Zucchini yellow mosaic virus (ZYMV) was modified to express a bacterial phytoene synthase (crtB), and inoculated in zucchini (Cucurbita pepo L.) leaves nurturing pollinated flowers. After the viral vector moved to the developing fruit and expressed crtB, the rind and flesh of the fruits developed yellow-orange rather than green color. Metabolite analyses showed a substantial enrichment in health-promoting carotenoids, such as α- and β-carotene (pro-vitamin A), lutein and phytoene, in both rind and flesh. Considerably higher accumulation of α- and γ-tocopherol was also detected, particularly in fruit rind. Although this strategy is perhaps not free from controversy due to the use of genetically modified viral RNA, our work does demonstrate the possibility of metabolically fortifying edible fruits using an approach in which no transgenes are involved.
Yangpumicins (YPMs), eg. YPM A, F, and G, are newly discovered enediynes from Micromonospora yangpuensis DSM 45577, which could be exploited as promising payloads of antibody-drug conjugates. However, the low yield of YPMs in the wild-type strain (~1 mg/L) significantly hampers their further drug development. In this study, a combined ribosome engineering and fermentation optimization strategy has been used for yield improvement of YPMs. One gentamycin-resistant M. yangpuensis DSM 45577 strain (MY-G-1) showed higher YPMs production (7.4 ± 1.0 mg/L), while it exhibits delayed sporulation and slender mycelium under scanning electron microscopy. Whole genome re-sequencing of MY-G-1 reveals several deletion and single nucleotide polymorphism mutations, which were confirmed by PCR and DNA sequencing. Further Box–Behnken experiment and regression analysis determined that the optimal medium concentrations of soluble starch, mannitol, and pharmamedia for YPMs production in shaking flasks (10.0 ± 0.8 mg/L). Finally, the total titer of YPM A/F/G in MY-G-1 reached to 15.0 ± 2.5 mg/L in 3-L fermenters, which was about 11-fold higher than the original titer of 1.3 ± 0.3 mg/L in wild-type strain. Our study may be instrumental to develop YPMs into a clinical anticancer drug, and inspire the use of these multifaceted strategies for yield improvement in Micromonospora species.
Many transgenic animals have been produced using CRISPR–Cas9 technology to edit specific genes. However, there are few guidelines for the application of this technique in cattle. The goal of this study was to produce trait-improved cattle using the genome editing technology CRISPR–Cas9. Myostatin (MSTN) was selected as a target locus and synthetic mRNA of sgRNA and Cas9 was microinjected into bovine in vitro fertilized embryos. As a result, 17 healthy calves were born and 3 of these showed MSTN mutation rates of 10.5%, 45.4%, and 99.9%, respectively. Importantly, the offspring with the 99.9% MSTN mutation rate had biallelic mutation (-12bp) and a doubling muscle growth phenotype. In conclusion, we showed that the genome editing technology CRISPR–Cas9 can produce genetically modified calves with improved traits.
In the development of personalized medicine, the ultrasensitive detection of point mutations that correlate with diseases is important to improve the efficacy of treatment and guide clinical medication. In this study, locked nucleic acid (LNA) was introduced as an amplification suppressor of a massive number of wild-type alleles in an amplification refractory mutation system (ARMS) to achieve the detection of low-abundance mutations with high specificity and sensitivity of at least 0.1%. By integrating the length of clamp, base type, number and position of LNA modifications, we have established a “shortest length with the fewest LNA bases” principle from which each LNA base would play a key role in the affinity and the ability of single base discrimination could be improve. Finally, based on this LNA design guideline, a series of the most important single point mutation sites of epidermal growth factor receptor (EGFR) was verified to achieve the optimal amplification state which as low as 0.1% mutation gene amplification was not affected under the wild gene amplification was completely inhibited, demonstrating that the proposed design principle has good applicability and versatility and is of great significance for the detection of circulating tumor DNA.
Abstract: 2-O-α-D-Glucopyranosyl-L-ascorbic acid (AA-2G) is an important industrial derivative of L-ascorbic acid (AA), which has the distinct advantages of non-reducibility, antioxidation, and reproducible decomposition into L-ascorbic acid and glucose. Enzymatic synthesis is a preferred method for AA-2G production over alternative chemical synthesis owing to the regioselective glycosylation reaction. α-Glucosidase, an enzyme classed into O- glycoside hydrolases, may be used in glycosylation reactions to synthesize AA-2G. Here, one α-glucosidase from Oryza sativa (rAGL) was recombinantly produced in Pichia pastoris GS115 and used for biosynthesis of AA-2G with few intermediates and byproducts. The extracellular rAGL reached 9.11 U/mL after fed-batch cultivation for 102 h in a 5-L fermenter. The specific activity of purified rAGL is 49.83 U/mg at 37 °C and pH 4.0. The optimal temperature of rAGL was 65 °C, and it was stable below 55 °C. rAGL was active over the range of pH 3.0–7.0, with the maximal activity at pH 4.0. Under the condition of 37 °C , pH 4.0, equimolar maltose and AA·Na, 8.7±0.4 g/L of AA-2G was synthesized by rAGL. These studies lay the basis for the industrial application of recombinant α-glucosidase. Keywords: α-Glucosidase; Oryza sativa; 2-O-α-D-glucopyranosyl-L-ascorbic acid; Transglycosylation; Pichia pastoris
Recent noteworthy advances in the development of high-performing microbial and mammalian strains have enabled the sustainable production of bio-economically valuable substances such as bio-compounds, biofuels, and biopharmaceuticals. However, to obtain an industrially viable mass-production scheme, much time and effort are required. The robust and rational design of fermentation processes requires analysis and optimization of different extracellular conditions and medium components, which have a massive effect on growth and productivity. In this regard, knowledge- and data-driven modeling methods have received much attention. Constraint-based modeling (CBM) is a knowledge-driven mathematical approach that has been widely used in fermentation analysis and optimization due to its capabilities of predicting the cellular phenotype from genotype through high-throughput means. On the other hand, machine learning (ML) is a data-driven statistical method that identifies the data patterns within sophisticated biological systems and processes, where there is inadequate knowledge to represent underlying mechanisms. Furthermore, ML models are becoming a viable complement to constraint-based models in a reciprocal manner when one is used as a pre-step of another. As a result, more predictable models are produced. This review highlights the applications of CBM and ML independently and the combination of these two approaches for analyzing and optimizing fermentation parameters.