Development of a high throughput screening method to test flavour-forming capabilities of anaerobic micro-organisms

AIM: Development of a fast, automated and reliable screening method for screening of large collections of bacterial strains with minimal handling time. METHODS AND RESULTS: The method is based on the injection of a small headspace sample (100 microl) from culture vials (2 ml) in 96-well format directly into the mass spectrometry (MS). A special sample tray has been developed for liquid media, and anaerobically grown cultures. In principle, all volatile components can be measured, but a representative mass fragment has to be obtained in the MS. Representative masses for 3-methylbutanal, 2-methylpropanal and benzaldehyde are 58, 72 and 105, respectively. In 1 day over 1500 samples could be analysed and the coefficient of variation for the response was <5%. CONCLUSION: Screening of 72 strains belonging to the genus Lactococcus in quadruple on the production of the key-flavour compound 3-methylbutanal illustrated the effectiveness of the method. Furthermore, knowledge of the biochemistry and physiology of 3-methylbutanal formation was used to optimize the composition of the growth medium to enhance 3-methylbutanal production, and thereby improve the screening. SIGNIFICANCE AND IMPACT OF THE STUDY: A commonly used method to control flavour formation in fermented food products is the selection of bacterial strains, which are able to produce the desired flavour compounds. As large collections of strains are available for such screenings, studying biodiversity of micro-organisms on the level of metabolic routes is strongly facilitated by highly automated high throughput screening methods for measuring enzyme activities or production of metabolites. Therefore, this method will be a useful tool for selecting flavour-producing strains and for enhancing starter culture development.     

Focused screening to identify new adenosine kinase inhibitors

Adenosine kinase (AdK) is a key player in controlling intra- and extracellular concentrations of the signaling molecule adenosine. Extensive evidence points to an important role of AdK in several diseases, and suggests that AdK inhibition might be a promising therapeutic strategy.The development of a new AdK assay and subsequent screening of part of our focused compound library led to the identification of 12 hit compounds (hit rate of 6%) representing six new classes of non-nucleoside human AdK inhibitors. The most potent inhibitor 1 displayed a K_i value of 184 nM. Compound screening with a newly developed assay was useful and efficient for discovering novel AdK inhibitors which may serve as lead structures for developing drugs for adenosine augmentation therapy.     

High-throughput kinase assay based on surface plasmon resonance suitable for native protein substrates

We report a novel in vitro high-throughput (HTP) kinase assay using surface plasmon resonance (SPR). In vitro tyrosine phosphorylation was performed in a microtiter plate, after which the substrate was captured with an antibody on a sensor chip and phosphotyrosine (pTyr) was detected with an anti-pTyr antibody. The capture and pTyr detection steps were performed using a Biacore A100, which is a sensitive and high-performance flow-cell-based SPR biosensor. This system allowed multiple sample processing (1000 samples/day) and high-quality data sampling. We compared the abilities of the HTP-SPR method and a standard radioisotope assay by measuring the phosphorylation of several substrate proteins by the Fyn tyrosine kinase. Similar results were obtained with both methods, suggesting that the HTP-SPR method is reliable. Therefore, the HTP-SPR method described in this study can be a powerful tool for a variety of screening analyses, such as kinase activity screening, kinase substrate profiling, and kinase HTP screening of kinase inhibitors.     

A quantitative mass spectrometry-based approach for identifying protein kinase clients and quantifying kinase activity

The Homo sapiens and Arabidopsis thaliana genomes are believed to encode more than 500 and 1000 protein kinases, respectively. Despite this abundance, few bona fide kinase-client relationships have been described in detail. Here we describe a quantitative mass spectrometry (MS)-based approach for identifying kinase-client proteins. During method development, we used the dedicated kinase pyruvate dehydrogenase kinase (PDK) for the in vitro assays. As kinase substrate, we used synthetic peptide cocktails and, in the process, demonstrated that the assay is both sensitive and specific. The method is also useful for characterizing protein kinase-substrate kinetics once the peptide substrate is detected. Applying a label-free spectral counting method, the activity of PDK was determined using the peptide substrate YHGH²⁹²SMSDPGSTYR derived from the pyruvate dehydrogenase E1α subunit sequence. The utility of spectral counting was further validated by studying the negative effect of Met oxidation on peptide phosphorylation. We also measured the activity of the unrelated calcium-dependent protein kinase 3 (CPK3), demonstrating the utility of the method in protein kinase screening applications.     

Identification by high throughput screening of small compounds inhibiting the nucleic acid destabilization activity of the HIV-1 nucleocapsid protein

Due to its highly conserved zinc fingers and its nucleic acid chaperone properties which are critical for HIV-1 replication, the nucleocapsid protein (NC) constitutes a major target in AIDS therapy. Different families of molecules targeting NC zinc fingers and/or inhibiting the binding of NC with its target nucleic acids have been developed. However, their limited specificity and their cellular toxicity prompted us to develop a screening assay to target molecules able to inhibit NC chaperone properties, and more specifically the initial NC-promoted destabilization of the nucleic acid secondary structure. Since this destabilization is critically dependent on the properly folded fingers, the developed assay is thought to be highly specific. The assay was based on the use of cTAR DNA, a stem–loop sequence complementary to the transactivation response element, doubly labelled at its 5′ and 3′ ends by a rhodamine 6G fluorophore and a fluorescence quencher, respectively. Addition of NC(12-55), a peptide corresponding to the zinc finger domain of NC, to this doubly-labelled cTAR, led to a partial melting of the cTAR stem, which increases the distance between the two labels and thus, restores the rhodamine 6G fluorescence. Thus, positive hits were detected through the decrease of rhodamine 6G fluorescence. An “in-house” chemical library of 4800 molecules was screened and five compounds with IC₅₀ values in the micromolar range have been selected. The hits were shown by mass spectrometry and fluorescence anisotropy titration to prevent binding of NC(12-55) to cTAR through direct interaction with the NC folded fingers, but without promoting zinc ejection. These non-zinc ejecting NC binders are a new series of anti-NC molecules that could be used to rationally design molecules with potential anti-viral activities.     

High throughput screening,docking, and molecular dynamics studies to identify potential inhibitors of human calcium/calmodulin-dependent protein kinase IV

Calcium/calmodulin-dependent protein kinase IV (CAMKIV) is associated with many diseases including cancer and neurodegenerative disorders and thus being considered as a potential drug target. Here, we have employed the knowledge of three-dimensional structure of CAMKIV to identify new inhibitors for possible therapeutic intervention. We have employed virtual high throughput screening of 12,500 natural compounds of Zinc database to screen the best possible inhibitors of CAMKIV. Subsequently, 40 compounds which showed significant docking scores (?11.6 to ?10.0?kcal/mol) were selected and further filtered through Lipinski rule and drug likeness parameter to get best inhibitors of CAMKIV. Docking results are indicating that ligands are binding to the hydrophobic cavity of the kinase domain of CAMKIV and forming a significant number of non-covalent interactions. Four compounds, ZINC02098378, ZINC12866674, ZINC04293413, and ZINC13403020, showing excellent binding affinity and drug likeness were subjected to molecular dynamics simulation to evaluate their mechanism of interaction and stability of protein-ligand complex. Our observations clearly suggesting that these selected ligands may be further employed for therapeutic intervention to address CAMKIV associated diseases.

Communicated by Ramaswamy H. Sarma     

Current trends in high throughput proteomics in cyanobacteria

Advancements in genome sequencing and high throughput proteomics of cyanobacterial strains led to 13 published reports, from a small number of laboratories. These successful studies focused on Synechocystis, Nostoc and Anabaena strains, prochlorococcus, and halotolerant Euhalothece. The implications of emerging quantitative aspects developed and applied in these large-scale studies are assessed in the wake of advanced cyanobacterial research. Furthermore, contributions from traditional and early high throughput analysis of cyanobacterial proteomics are compared and summarised. Finally, opinions are provided to link both the trends and the future challenges. This review aims to push the synergy between proteomics and cyanobacterial research to improve both the technical and biological significance.     

A homogeneous,nonradioactive high-throughput fluorogenic protein kinase assay

Protein kinases play an important role in many cellular processes and mediate cellular responses to a variety of extracellular stimuli. They have been identified by many pharmaceuticals as valid targets for drug discovery. Because of the large number of protein kinases, and the large number of compounds to be screened, it is important to develop assay systems that are not only sensitive but also homogeneous, fast, simple, nonradioactive, and cost-effective. Here we present a novel, rapid, robust assay to measure the enzyme activity of low concentrations of several serine/threonine and tyrosine protein kinases. It is based on the use of fluorogenic peptide substrates (Rhodamine 110, bis peptide amide) that are cleaved before phosphorylation to release the free Rhodamine 110; upon phosphorylation, cleavage is hindered, and the compound remains as a nonfluorescent peptide conjugate. The assay can be carried out in single- as well as multiwell plate formats such as 96- and 384-well plates. The signal-to-noise ratio is very high (40), the Z(') is over 0.8, and the signal is stable for at least 4h. Finally, the assay is easily adapted to a robotic system for drug discovery programs targeting protein kinases.     

Thr94 in bovine myelin basic protein is a second phosphorylation site for 42-kDa mitogen-activated protein kinase (ERK2)

Treatment of bovine brain myelin basic protein with 42-kDa mitogen-activated protein kinase [p42 MAPK or extracellular signal-regulated kinase 2 (ERK2)] in the presence of ATP and Mg²⁺ results in phosphorylation of Thr94 and Thr97. Thr94 is not previously known to be an ERK2 phosphorylation site. Both residues are phosphorylated to about the same extent and are in the highly conserved segment Asn⁹¹-Ile-Val-Thr⁹⁴-Pro-Arg-Thr⁹⁷-Pro-Pro-Pro-Ser¹⁰¹. MALDI mass spectrometry before and after ERK2 treatment revealed the addition of two phosphate groups to the protein. Tryptic cleavage resulted in a single fragment (positions 91–104) carrying the observed mass increase. Tandem mass spectrometry applied to the tryptic peptide showed that both Thr94 and Thr97 are acceptors of phosphate. A singly phosphorylated species could not be detected. Identification of the ERK2 phosphorylation site Thr94 in bovine myelin basic protein reveals a nontraditional phosphate acceptor position, preceded by three noncharged residues (Asn-Ile-Val). Proline at position –2 or –3 from the phosphorylation site, typical for the recognition sequence of proline-directed kinases, is missing. The results provide information for delineation of a further substrate consensus motif for ERK2 phosphorylation.     

A calmodulin dependent protein kinase activity associated with rabbit heart sarcolemma

Summary Sarcolemmal vesicles prepared from rabbit heart muscle by differential and discontinuous sucrose density gradient centrifugation, exhibited high marker enzyme activities: Na⁺ + K⁺ ATPase 22 µMol Pi × mg^–1 × h^–1. Adenylate cyclase 500 pmole CAMP × mg^–1 × min^–1, calcium antagonist receptors 0.7 pmoles × mg^–1. Calmodulin in the presence of calcium and -ATP³² stimulated rapidly and specifically the ³²P incorporation into two membrane proteins of 54 and 44 kDa. Calmodulin stimulated the phosphorylation of the 44 kDa to a greater extent (17.9 pmol ³²P × mg^–1 protein) than the 54 kDa protein (1.3 pmoles ³²P x mg^–1 protein). Removal of endogenous calmodulin from the membrane by EGTA extraction resulted in a 2.5 fold increase in calmodulin dependent ³²P incorporation into the two proteins in the presence of exogenous calmodulin. It is suggested that the calmodulin dependent protein kinase activity in heart sarcolemma may mediate the effects of calmodulin in the regulation of Ca²⁺ transport across the membrane.     

A 5'-fluorosulfonylbenzoyladenosine-based method to identify physiological substrates of a Drosophila p21-activated kinase

Nearly all processes in cells are regulated by the coordinated interplay between reversible protein phosphorylation and dephosphorylation. Therefore, it is a great challenge to identify all phosphorylation substrates of a single protein kinase to understand its integration into intracellular signaling networks. In this work, we developed an assay that holds promise as being useful for the identification of phosphorylation substrates of a given protein kinase of interest. The method relies on irreversible inhibition of endogenous kinase activities with the ATP analogue 5'-fluorosulfonylbenzoyladenosine (5'FSBA). 5'FSBA-treated cell extracts are then combined with a purified activated kinase to allow phosphorylation of putative substrate proteins, followed by a two-step purification protocol and identification by fingerprint mass spectrometry. Specifically, we applied this method to identify new phosphorylation substrates of the Drosophila p21-activated kinase (PAK) protein Mbt. Among candidate proteins identified by mass spectrometry, the dynactin complex subunit dynamitin was verified as a bona fide Mbt phosphorylation substrate and interaction partner, suggesting an involvement of this PAK protein in the regulation of dynactin-dependent cellular processes.     

Real-time fluorogenic kinase assay using protein as substrate

A real-time fluorogenic kinase assay using myelin basic protein (MBP) as a substrate is reported. MBP is part of a noncovalent complex with a negatively charged, dye-labeled lipopeptide, (N-heptadecanoyl)-K(dye2)-linker-EEIYGEF-amide. The complex is approximately 20 times less fluorescent than the free lipopeptide. The MBP-lipopeptide complex serves as a protein substrate for several Ser/Thr kinases. We infer that the observed fluorescence increase on the addition of kinase and ATP is due to the phosphorylation of MBP, which decreases the affinity of MBP with the negatively charged, dye-labeled lipopeptide. Several protein kinases (protein kinase C βII, mitogen-activated protein kinase [MAPK] Erk1, and MAPK Erk2) were tested with the assay. The assay exhibited a fivefold fluorescence increase over background, provided kinetic values comparable to literature values (apparent K_m^ATP), and produced inhibitor constants comparable to literature values for a typical inhibitor, namely staurosporine.     

Virtual high throughput screening (vHTS) - A perspective

With the exponential rise in the number of viable novel drug targets, computational methods are being increasingly applied to accelerate the drug discovery process. Virtual High Throughput Screening (vHTS) is one such established methodology to identify drug candidates from large collection of compound libraries. Although it complements the expensive and time consuming High Throughput Screening (HTS) of compound libraries, vHTS possess inherent challenges. The successful vHTS requires the careful implementation of each phase of computational screening experiment right from target preparation to hit identification and lead optimization. This article discusses some of the important considerations that are imperative for designing a successful vHTS experiment.     

Characterization of the in vitro phosphorylation of human tau by tau protein kinase II (cdk5/p20) using mass spectrometry

Hyperphosphorylated tau is an integral part of the neurofibrillary tangles that form within neuronal cell bodies, and tau protein kinase II is reported to play a role in the pathogenesis of Alzheimer's disease. Recently, we reported that tau protein kinase II (cdk5/p20)-phosphorylated human tau inhibits microtubule assembly, and tau protein kinase II (cdk5/p20) phosphorylation of microtubule-associated tau results in dissociation of phosphorylated tau from the microtubules and tubulin depolymerization. In the studies reported here, a combination of mass spectrometric techniques was used to study the phosphorylation of human recombinant tau by recombinant tau protein kinase II (cdk5/p20) in vitro. The extent of phosphorylation was determined by measuring the molecular mass of phosphorylated tau using mass spectrometry. Reaction of human recombinant tau with tau protein kinase II (cdk5/p20) resulted in the formation of two major species containing either five or six phosphate groups. The specific amino acid residues phosphorylated were determined by analyzing tryptic peptides by tandem mass spectrometry via either MALDI/TOF post-source decay or by electrospray tandem mass spectrometry. Based on these experiments, we conclude that tau protein kinase II (cdk5/p20) can phosphorylate human tau at Thr(181), Thr(205), Thr(212), Thr(217), Ser(396) and Ser(404).     

Role of threonine residues in the regulation of manganese-dependent arabidopsis serine/threonine/tyrosine protein kinase activity

Tyrosine phosphorylation in plants could be performed only by dual-specificity kinases. Arabidopsis thaliana dual-specificity protein kinase (AtSTYPK) exhibited strong preference for manganese over magnesium for its kinase activity. The kinase autophosphorylated on serine, threonine and tyrosine residues and phosphorylated myelin basic protein on threonine and tyrosine residues. The AtSTYPK harbors manganese dependent serine/threonine kinase domain, COG3642. His248 and Ser265 on COG3642 are conserved in AtSTYPK and the site-directed mutant, H248A showed loss of serine/threonine kinase activity. The protein kinase activity was abolished when Thr208 in the TEY motif and Thr293 of the activation loop were converted to alanine. The conversion of Thr284 in the activation loop to alanine resulted in an increased phosphorylation. This study reports the first identification of a manganese dependent dual-specificity kinase and the importance of Thr208, Thr284, and Thr293 residues in the regulation of kinase activity.     

Development and comparison of nonradioactive in vitro kinase assays for NIMA-related kinase 2

NIMA (never in mitosis arrest)-related kinase 2 (Nek2) is a serine/threonine kinase required for centrosome splitting and bipolar spindle formation during mitosis. Currently, two in vitro kinase assays are commercially available: (i) a radioactive assay from Upstate Biotechnology and (ii) a nonradioactive fluorescence resonance energy transfer (FRET) assay from Invitrogen. However, due to several limitations such as radioactive waste management and lower sensitivity, a need for more robust nonradioactive assays would be ideal. Accordingly, we have developed four quantitative and sensitive nonradioactive Nek2 in vitro kinase assays: (i) a dissociation-enhanced lanthanide fluorescence immunoassay (DELFIA) using peptides identified from a physiologically relevant protein substrate, (ii) DELFIA using Nek2 itself, (iii) a homogeneous time-resolved FRET assay termed LANCE, and (iv) A method of detecting phosphorylated products by HPLC. The DELFIA and LANCE assays are robust in that they generated more than 10-fold and 20-fold increases in signal-to-noise ratios, respectively, and are amenable to robotic high-throughput screening platforms. Validation of all four assays was confirmed by identifying a panel of small molecule ATP competitive inhibitors from an internal corporate library. The most potent compounds consistently demonstrated less than 100 nM activity regardless of the assay format and therefore were complementary. In summary, the Nek2 in vitro time-resolved FRET kinase assays reported are sensitive, quantitative, reproducible and amenable to high-throughput screening with improved waste management over radioactive assays.     

A correlation analysis of protein characteristics associated with genome-wide high throughput expression and solubility of Streptococcus pneumoniae proteins

We have developed and evaluated a highly parallel protein expression and purification system using ORFs derived from the pathogenic bacterium Streptococcus pneumoniae as a representative test case in conjunction with the Gateway cloning technology. Establishing high throughput protein production capability is essential for genome-wide characterization of protein function. In this study, we focused on protein expression and purification outcomes generated from an expression vector which encodes an NH(2)-terminal hexa-histidine tag and a COOH-terminal S-tag. Purified recombinant proteins were validated by SDS-PAGE, followed by in-gel digestion and identification by MALDI-TOF/TOF analysis. Starting with 1360 sequence-validated destination clones we examined correlation analyses of expression and solubility of a wide variety of recombinant proteins. In total, 428 purified proteins (31%) were recovered in soluble form. We describe a semi-quantitative scoring method using an S-tag assay to improve the throughput and efficiency of expression and solubility studies for recombinant proteins. Given a relatively large dataset derived from proteins representing all functional groups in a microbial genome we correlated various protein characteristics as they relate to protein expression outcomes.     

Identification of kinase substrates by bimolecular complementation assays

As a consequence of the transient nature of kinase-substrate interactions, the detection of kinase targets, although central for understanding many biological processes, has remained challenging. Here we present a straightforward procedure that relies on the comparison of wild type with activation-loop mutants in the kinase of interest by bimolecular complementation assays. As a proof of functionality, we present the identification and in vivo confirmation of substrates of the major cell-cycle kinase in Arabidopsis, revealing a direct link between cell proliferation and the control of the redox state.     

An image-based assay for high throughput screening of Giardia lamblia

Giardia lamblia is a protozoan parasite that causes widespread gastrointestinal illness. Drugs to treat giardiasis are limited, but efforts to discover new anti-giardial compounds are constrained by the lack of a facile system for cell culture and inhibitor testing. We achieved robust and reproducible growth of G. lamblia in 384-well tissue culture plates in a modified TYI-S-33 medium. A high throughput assay for the screening of potential anti-giardial compounds was developed utilizing the WB strain of G. lamblia and automated optical detection of parasites after growth with tested inhibitors. We screened a library of 1600 known bioactive molecules and identified 12 compounds that inhibited growth of G. lamblia at low- or sub-micromolar concentrations. Our high throughput assay should facilitate evaluation of available chemical libraries for novel drugs to treat giardiasis.