scholarly journals Optimized and Automated Protocols for High-Throughput Screening of Amylosucrase Libraries

2007 ◽  
Vol 12 (5) ◽  
pp. 715-723 ◽  
Author(s):  
Stéphane Emond ◽  
Gabrielle Potocki-Véronèse ◽  
Philippe Mondon ◽  
Khalil Bouayadi ◽  
Hakim Kharrat ◽  
...  

This article describes the design and validation of a general procedure for the high-throughput isolation of amylosucrase variants displaying higher thermostability or increased resistance to organic solvents. This procedure consists of 2 successive steps: an in vivo selection that eliminates inactive variants followed by automated screening of active variants to isolate mutants displaying enhanced features. The authors chose an Escherichia coli expression vector, allowing a high production rate of the recombinant enzyme in miniaturized culture conditions. The screening assay was validated by minimizing variability for various parameters of the protocol, especially bacterial growth and protein production in cultures in 96-well microplates. Recombinant amylosucrase production was normalized by decreasing the coefficient of variance from 27% to 12.5%. Selective screening conditions were defined to select variants displaying higher thermostability or increased resistance to organic solvents. A first-generation amylosucrase variant library, constructed by random mutagenesis, was subjected to this procedure, yielding a mutant displaying a 25-fold increased stability at 50 °C compared to the parental wild-type enzyme. ( Journal of Biomolecular Screening 2007:715-723)

2020 ◽  
Vol 25 (9) ◽  
pp. 985-999
Author(s):  
John Vincent ◽  
Marian Preston ◽  
Elizabeth Mouchet ◽  
Nicolas Laugier ◽  
Adam Corrigan ◽  
...  

Cytoplasmic dynein-1 (hereafter dynein) is a six-subunit motor complex that transports a variety of cellular components and pathogens along microtubules. Dynein’s cellular functions are only partially understood, and potent and specific small-molecule inhibitors and activators of this motor would be valuable for addressing this issue. It has also been hypothesized that an inhibitor of dynein-based transport could be used in antiviral or antimitotic therapy, whereas an activator could alleviate age-related neurodegenerative diseases by enhancing microtubule-based transport in axons. Here, we present the first high-throughput screening (HTS) assay capable of identifying both activators and inhibitors of dynein-based transport. This project is also the first collaborative screening report from the Medical Research Council and AstraZeneca agreement to form the UK Centre for Lead Discovery. A cellular imaging assay was used, involving chemically controlled recruitment of activated dynein complexes to peroxisomes. Such a system has the potential to identify molecules that affect multiple aspects of dynein biology in vivo. Following optimization of key parameters, the assay was developed in a 384-well format with semiautomated liquid handling and image acquisition. Testing of more than 500,000 compounds identified both inhibitors and activators of dynein-based transport in multiple chemical series. Additional analysis indicated that many of the identified compounds do not affect the integrity of the microtubule cytoskeleton and are therefore candidates to directly target the transport machinery.


Catalysts ◽  
2020 ◽  
Vol 10 (8) ◽  
pp. 935
Author(s):  
Sarah Maxel ◽  
Linyue Zhang ◽  
Edward King ◽  
Ana Paula Acosta ◽  
Ray Luo ◽  
...  

Cyclohexanone monooxygenase (CHMO) from Acinetobacter sp. NCIMB 9871 is characterized as having wide substrate versatility for the biooxidation of (cyclic) ketones into esters and lactones with high stereospecificity. Despite industrial potential, CHMO usage is restricted by poor thermostability. Limited high-throughput screening tools and challenges in rationally engineering thermostability have impeded CHMO engineering efforts. We demonstrate the application of an aerobic, high-throughput growth selection platform in Escherichia coli (strain MX203) for the discovery of thermostability enhancing mutations for CHMO. The selection employs growth for the easy readout of CHMO activity in vivo, by requiring nicotinamide adenine dinucleotide phosphate (NADPH)-consuming enzymes to restore cellular redox balance. In the presence of the native substrate cyclohexanone, variant CHMO GV (A245G-A288V) was discovered from a random mutagenesis library screened at 42 °C. This variant retained native activity, exhibited ~4.4-fold improvement in residual activity after 30 °C incubation, and demonstrated ~5-fold higher cyclohexanone conversion at 37 °C compared to the wild type. Molecular modeling indicates that CHMO GV experiences more favorable residue packing and supports additional backbone hydrogen bonding. Further rational design resulted in CHMO A245G-A288V-T415C with improved thermostability at 45 °C. Our platform for oxygenase evolution enabled the rapid engineering of protein stability critical for industrial scalability.


2013 ◽  
Vol 18 (6) ◽  
pp. 714-725 ◽  
Author(s):  
Lorna M. Cryan ◽  
Kaiane A. Habeshian ◽  
Thomas P. Caldwell ◽  
Meredith T. Morris ◽  
P. Christine Ackroyd ◽  
...  

Tumor marker endothelial 8 (TEM8) is a receptor for the protective antigen (PA) component of anthrax toxin. TEM8 is upregulated on endothelial cells lining the blood vessels within tumors, compared with normal blood vessels. A number of studies have demonstrated a pivotal role for TEM8 in developmental and tumor angiogenesis. We have also shown that targeting the anthrax receptors with a mutated form of PA inhibits angiogenesis and tumor formation in vivo. Here we describe the development and testing of a high-throughput fluorescence resonance energy transfer assay to identify molecules that strongly inhibit the interaction of PA and TEM8. The assay we describe is sensitive and robust, with a Z’ value of 0.8. A preliminary screen of 2310 known bioactive library compounds identified ebselen and thimerosal as inhibitors of the TEM8-PA interaction. These molecules each contain a cysteine-reactive transition metal, and complementary studies indicate that their inhibition of interaction is due to modification of a cysteine residue in the TEM8 extracellular domain. This is the first demonstration of a high-throughput screening assay that identifies inhibitors of TEM8, with potential application for antianthrax and antiangiogenic diseases.


2016 ◽  
Vol 22 (1) ◽  
pp. 94-101 ◽  
Author(s):  
John R. Veloria ◽  
Ashwini K. Devkota ◽  
Eun Jeong Cho ◽  
Kevin N. Dalby

Apyrase is a calcium-activated enzyme that catalyzes the conversion of adenosine triphosphate (ATP) to adenosine diphosphate (ADP), adenosine monophosphate (AMP), and Pi. It is currently used in studies involving cancer and platelet aggregation in humans, as well as herbicide resistance in plants. Inhibitors of apyrase are being investigated for their use to suppress tumors and combat herbicide resistance. Only a few inhibitors of apyrase have been reported, many of which were identified through automated screening using a 96-well plate format and colorimetric phosphate detection. However, these screens have had limitations, including large volumes, inconsistent reproducibility, high incidence of false hits, and lack of higher-throughput compatibility. A luciferin/luciferase-based detection system has been reported to examine potential inhibitors of apyrase; however, these reactions were performed in tubes with the assay completion in seconds, which necessitate the development of a high-throughput screening (HTS)–compatible format for screening. Therefore, a more cost-effective biochemical assay that improved the limitations of the previous assay formats using a commercially available luminescence-based detection system was developed. This new robust mix-and-read platform incorporates a low-volume luminescence-based protocol, formatted for use in 384-well microplates. This new format provides a simple and cost-effective method to screen for apyrase inhibitors and will facilitate larger HTS efforts to identify potent inhibitors of apyrase.


mBio ◽  
2017 ◽  
Vol 8 (3) ◽  
Author(s):  
Jun Chen ◽  
Mike Vestergaard ◽  
Thomas Glasdam Jensen ◽  
Jing Shen ◽  
Martin Dufva ◽  
...  

ABSTRACT Efficient screening technologies aim to reduce both the time and the cost required for identifying rare mutants possessing a phenotype of interest in a mutagenized population. In this study, we combined a mild mutagenesis strategy with high-throughput screening based on microfluidic droplet technology to identify Lactococcus lactis variants secreting vitamin B2 (riboflavin). Initially, we used a roseoflavin-resistant mutant of L. lactis strain MG1363, JC017, which secreted low levels of riboflavin. By using fluorescence-activated droplet sorting, several mutants that secreted riboflavin more efficiently than JC017 were readily isolated from the mutagenesis library. The screening was highly efficient, and candidates with as few as 1.6 mutations per million base pairs (Mbp) were isolated. The genetic characterization revealed that riboflavin production was triggered by mutations inhibiting purine biosynthesis, which is surprising since the purine nucleotide GTP is a riboflavin precursor. Purine starvation in the mutants induced overexpression of the riboflavin biosynthesis cluster ribABGH. When the purine starvation was relieved by purine supplementation in the growth medium, the outcome was an immediate downregulation of the riboflavin biosynthesis cluster and a reduction in riboflavin production. Finally, by applying the new isolates in milk fermentation, the riboflavin content of milk (0.99 mg/liter) was improved to 2.81 mg/liter, compared with 0.66 mg/liter and 1.51 mg/liter by using the wild-type strain and the original roseoflavin-resistant mutant JC017, respectively. The results obtained demonstrate how powerful classical mutagenesis can be when combined with droplet-based microfluidic screening technology for obtaining microorganisms with useful attributes. IMPORTANCE The food industry prefers to use classical approaches, e.g., random mutagenesis followed by screening, to improve microorganisms used in food production, as the use of recombinant DNA technologies is still not widely accepted. Although modern automated screening platforms are widely accessible, screening remains as a bottleneck in strain development, especially when a mild mutagenesis approach is applied to reduce the chance of accumulating unintended mutations, which may cause unwanted phenotypic changes. Here, we incorporate a droplet-based high-throughput screening method into the strain development process and readily capture L. lactis variants with more efficient vitamin secretion from low-error-rate mutagenesis libraries. This study shows that useful mutants showing strong phenotypes but without extensive mutations can be identified with efficient screening technologies. It is therefore possible to avoid accumulating detrimental mutations while enriching beneficial ones through iterative mutagenesis screening. Due to the low mutation rates, the genetic determinants are also readily identified. IMPORTANCE The food industry prefers to use classical approaches, e.g., random mutagenesis followed by screening, to improve microorganisms used in food production, as the use of recombinant DNA technologies is still not widely accepted. Although modern automated screening platforms are widely accessible, screening remains as a bottleneck in strain development, especially when a mild mutagenesis approach is applied to reduce the chance of accumulating unintended mutations, which may cause unwanted phenotypic changes. Here, we incorporate a droplet-based high-throughput screening method into the strain development process and readily capture L. lactis variants with more efficient vitamin secretion from low-error-rate mutagenesis libraries. This study shows that useful mutants showing strong phenotypes but without extensive mutations can be identified with efficient screening technologies. It is therefore possible to avoid accumulating detrimental mutations while enriching beneficial ones through iterative mutagenesis screening. Due to the low mutation rates, the genetic determinants are also readily identified.


2003 ◽  
Vol 8 (2) ◽  
pp. 149-156 ◽  
Author(s):  
Jane Peppard ◽  
Fraser Glickman ◽  
Yang He ◽  
Shou-Ih Hu ◽  
John Doughty ◽  
...  

Aggrecan is one of the most important structural components of joint cartilage, and members of the metalloprotease (MMP) and ADAM (a disintegrin and metalloproteinase) protease families have been shown to degrade aggrecan in vivo. A robust assay for aggrecan-degrading activity suitable for high-throughput screening (HTS) was set up and measured using AlphaScreen™. In this technology, beads brought into proximity through cross-linking and stimulated with laser light generate a signal through luminescent oxygen tunneling, the outcome of which is a time-resolved fluorescent signal. Specific antibodies to the carbohydrate side chains of aggrecan were harnessed to create a scaffold whereby aggrecan could form a cross-link between donor and acceptor AlphaScreen detector beads. Digested aggrecan, which failed to form a cross-link, generated no signal, so that inhibitors of the digestion could be detected as a restoration of signal. The development of this assay and its validation for HTS are described in this report. ( Journal of Biomolecular Screening 2003:136-148)


2019 ◽  
Author(s):  
Huifang Xu ◽  
Weinan Liang ◽  
Linlin Ning ◽  
Yuanyuan Jiang ◽  
Wenxia Yang ◽  
...  

P450 fatty acid decarboxylases (FADCs) have recently been attracting considerable attention owing to their one-step direct production of industrially important 1-alkenes from biologically abundant feedstock free fatty acids under mild conditions. However, attempts to improve the catalytic activity of FADCs have met with little success. Protein engineering has been limited to selected residues and small mutant libraries due to lack of an effective high-throughput screening (HTS) method. Here, we devise a catalase-deficient <i>Escherichia coli</i> host strain and report an HTS approach based on colorimetric detection of H<sub>2</sub>O<sub>2</sub>-consumption activity of FADCs. Directed evolution enabled by this method has led to effective identification for the first time of improved FADC variants for medium-chain 1-alkene production from both DNA shuffling and random mutagenesis libraries. Advantageously, this screening method can be extended to other enzymes that stoichiometrically utilize H<sub>2</sub>O<sub>2</sub> as co-substrate.


2018 ◽  
Vol 20 (9) ◽  
pp. 804-819 ◽  
Author(s):  
Mohamed Boudjelal ◽  
Ana Maria Ruiz-Avendano ◽  
Gonzalo Colmenarejo ◽  
Sergio A. Senar-Sancho ◽  
Ashley Barnes ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document