Current technologies to identify protein kinase substrates in high throughput

Since the discovery of protein phosphorylation as an important modulator of many cellular processes, the involvement of protein kinases in diseases, such as cancer, diabetes, cardiovascular diseases, and central nervous system pathologies, has been extensively documented. Our understanding of many disease pathologies at the molecular level, therefore, requires the comprehensive identification of substrates targeted by protein kinases. In this review, we focus on recent techniques for kinase substrate identification in high throughput, in particular on genetic and proteomic approaches. Each method with its inherent advantages and limitations is discussed.     

Development of an activated carbon filtration step and high throughput screening method to remove host cell proteins from a recombinant enzyme process

An increasing number of non-mAb recombinant proteins are being developed today. These biotherapeutics provide greater purification challenges where multiple polishing steps may be required to meet final purity specifications or the process steps may require extensive optimization. Recent studies have shown that activated carbon can be employed in downstream purification processes to selectively separate host cell proteins (HCPs) from monoclonal antibodies (mAb). However, the use of activated carbon as a unit operation in a cGMP purification process is relatively new. As such, the goal of this work is to provide guidance on development approaches, insight into operating parameters and solution conditions that can impact HCP removal, as well as further investigate the mechanism of removal by using mass spectrometry. In this work, activated carbon was evaluated to remove HCPs in the downstream purification process of a recombinant enzyme. Impact of process placement, flux (or residence time), and mass loading on HCP removal was investigated. Feasibility of high throughput screening (HTS) using loose activated carbon was assessed to reduce the amount of therapeutic protein needed and enable testing of a larger number of solution conditions. Finally, mass spectrometry was used to determine the population of HCPs removed by activated carbon. Our work demonstrates that activated carbon can be used effectively in downstream processes of biopharmaceuticals to remove HCPs (up to a 3 log₁₀ reduction) and that an HTS format can be implemented to reduce material demands by up to 23x and allow for process optimization of this adsorbent for purification purposes.     

Using high throughput screening to define virus clearance by chromatography resins

High throughput screening (HTS) of chromatography resins can accelerate downstream process development by rapidly providing information on product and impurity partitioning over a wide range of experimental conditions. In addition to the removal of typical product and process‐related impurities, chromatography steps are also used to remove potential adventitious viral contaminants and non‐infectious retrovirus‐like particles expressed by rodent cell lines used for production. This article evaluates the feasibility of using HTS in a 96‐well batch‐binding format to study removal of the model retrovirus xenotropic murine leukemia virus (xMuLV) from product streams. Two resins were examined: the anion exchange resin Q Sepharose Fast Flow? (QSFF) and Capto adhere?, a mixed mode resin. QSFF batch‐binding HTS data was generated using two mAbs at various pHs, NaCl concentrations, and levels of impurities. Comparison of HTS data to that generated using the column format showed good agreement with respect to virus retentation at different pHs, NaCl concentrations and impurity levels. Results indicate that NaCl concentration and impurity level, but not pH, are key parameters that can impact xMuLV binding to both resins. Binding of xMuLV to Capto adhere appeared to tolerate higher levels of NaCl and impurity than QSFF, and showed some product‐specific impact on binding that was not observed with QSFF. Overall, the results demonstrate that the 96‐well batch‐binding HTS technique can be an effective tool for rapidly defining conditions for robust virus clearance on chromatographic resins. Biotechnol. Bioeng. 2013; 110: 1984–1994. © 2013 Wiley Periodicals, Inc.     

Adaptation to high throughput batch chromatography enhances multivariate screening

High throughput process development offers unique approaches to explore complex process design spaces with relatively low material consumption. Batch chromatography is one technique that can be used to screen chromatographic conditions in a 96‐well plate. Typical batch chromatography workflows examine variations in buffer conditions or comparison of multiple resins in a given process, as opposed to the assessment of protein loading conditions in combination with other factors. A modification to the batch chromatography paradigm is described here where experimental planning, programming, and a staggered loading approach increase the multivariate space that can be explored with a liquid handling system. The iterative batch chromatography (IBC) approach is described, which treats every well in a 96‐well plate as an individual experiment, wherein protein loading conditions can be varied alongside other factors such as wash and elution buffer conditions. As all of these factors are explored in the same experiment, the interactions between them are characterized and the number of follow‐up confirmatory experiments is reduced. This in turn improves statistical power and throughput. Two examples of the IBC method are shown and the impact of the load conditions are assessed in combination with the other factors explored.     

全细胞高通量筛选a-氨基酸酯水解酶突变体的方法

【目的】建立高效敏感的高通量筛选方法,用于筛选头孢克洛合成活性提高或热稳定性提高的a-氨基酸酯水解酶。【方法】根据头孢克洛在碱性条件下水解生成的衍生物在340 nm处有特征吸收峰的原理,制作出标准曲线。采用全细胞96孔板紫外分光光度法高通量测定a-氨基酸酯水解酶突变体的头孢克洛合成活性。【结果】头孢克洛含量与△A340?405在0.1?0.6×10?3 mol/L浓度范围内有良好的线性关系, 服从朗伯-比尔定律, 平均回收率为99.8%?101.3％。一轮定点饱和突变产生的2 300个克隆经该方法的筛选, 获得3株kcat提高40%以上, 4株半失活温度较野生型提高5 °C以上的突变体酶。【结论】该方法准确可靠,每天筛选量可达到2 000个反应, 达到高通量筛选要求。     

The application of a high throughput analysis method for the screening of potential biosurfactants from natural sources

The presence of biosurfactants in growth media can be evaluated by a variety of methods, none of which are suitable for high throughput studies. The method described here is based on the effect of meniscus shape on the image of a grid viewed through the wells of a 96-well plate. The efficacy of the method was demonstrated by the selection of a bacterium (producing a biosurfactant able to reduce the surface tension of pure water from 72 to 28.75 mN m^− 1) from a culture collection isolated from aviation fuel-contaminated land. The assay was found to be more sensitive, rapid and easy to perform than other published methods. It does not need specialised equipment or chemicals and excludes the bias which results from the surfactant properties of medium used for bacterial growth.     

New and highly efficient methodology for screening high-yield strains of cytotoxic deacetylmycoepoxydiene (DAM)

Aims: To establish a highly efficient methodology for screening high yield strains of cytotoxic deacetylmycoepoxydiene (DAM), to meet the need of research on its mechanism of anti‐tumor properties and in vivo toxicity studies. Methods and Results: A simple, sensitive, and highly repetitive screening procedure ‘Antimicrobial‐TLC–HPLC’ (ATH) was established for the rapid obtaining of high‐yielding DAM mutants to replace the time and labor intensive anti‐tumor activity assay (MTT). With this ATH method, four highly yielding DAM mutants were selected out of 5000 total mutants, one of which, M4‐143, showed yields of more than 300 times (250·3 mg l^?1) that of the parent strain A123. Conclusions: The ATH method developed in this work has proven to be both economical and highly efficient with the screening of 1200 mutants in a one week time period, thusly shortening the expenditure of time and labor, without missing a single high‐yield mutant. Due to these characteristics, it is superior to other HTS screening methods described in earlier literature. The mutant M4‐143 has a good genetic stability and can be used for further research. Significance and Impact of the Study: This ATH screening method is not only perfect for screening high‐yield DAM mutants, but also, it is suitable to screen the strain libraries for those strains that have the ability to produce natural metabolites with antitumor activity.     

Development of a STAT3 reporter prostate cancer cell line for high throughput screening of STAT3 activators and inhibitors

STAT3 is constitutively activated in several cancers, including prostate cancer, and is therefore, a potential target for cancer therapy. DU-145 prostate cancer cells were stably co-transfected with STAT3 reporter and puromycin resistant plasmids to create a stable STAT3 reporter cell line that can be used for high throughput screening of STAT3 modulators. The applicability of this cell line was tested with two known activators and inhibitors of STAT3. As expected, EGF and IL-6 increased STAT3 reporter activity and enhanced the nuclear localization of phosphorylated STAT3 (pSTAT3); whereas Cucurbitacin I and AG490 decreased STAT3 reporter activity dose and time-dependently and reduced the localization of pSTAT3 in the nuclei of prostate cancer cells. Given the importance of STAT3 in cancer initiation and progression, the development of a stable STAT3 reporter cell line in prostate cancer cells provides a rapid, sensitive, and cost effective method for the screening of potential STAT3 modulators.     

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.     

A new screening method based on yeast-expressed human dipeptidyl peptidase IV and discovery of novel inhibitors

Dipeptidyl peptidase (DPP) IV inhibitors provide a new strategy for the treatment of type 2 diabetes. Human DPP-IV gene was cloned from differentiated Caco-2 cells and expressed in Pichia pastoris. The recombinant enzyme was used in a new system for screening of DPP-IV inhibitors. By high throughput screening, a novel compound (W5188) was identified from 75,000 compounds with an IC₅₀ of 6.5 μM. This method is highly reproducible and reliable for discovery of DPP-IV inhibitors as shown by Z′ value of 0.73 and S/N ratio of 6.89.     

A rapid screening method to monitor expression of recombinant proteins from various prokaryotic and eukaryotic expression systems using matrix-assisted laser desorption ionization-time-of-flight mass spectrometry

Rapid methods using matrix-assisted laser desorption ionization-time-of-flight mass spectrometry to monitor recombinant protein expression from various prokaryotic and eukaryotic cell culture systems were devised. Intracellular as well as secreted proteins from both induced and constitutive expression systems were measured and monitored from whole cells and growth media, thus providing an alternative to time-consuming traditional methods for screening and monitoring of protein expression. The methods described here involve minimal processing of samples and are therefore relevant to high-throughput screening applications.     

Expanding substrate specificity of GT-B fold glycosyltransferase via domain swapping and high-throughput screening

Glycosyltransferases (GTs) are crucial enzymes in the biosynthesis and diversification of therapeutically important natural products, and the majority of them belong to the GT-B superfamily, which is composed of separate N- and C-domains that are responsible for the recognition of the sugar acceptor and donor, respectively. In an effort to expand the substrate specificity of GT, a chimeric library with different crossover points was constructed between the N-terminal fragments of kanamycin GT (kanF) and the C-terminal fragments of vancomycin GT (gtfE) genes by incremental truncation method. A plate-based pH color assay was newly developed for the selection of functional domain-swapped GTs, and a mutant (HMT31) with a crossover point (N-kanF-669 bp and 753 bp-gtfE-C) for domain swapping was screened. The most active mutant HMT31 (50 kDa) efficiently catalyzed 2-DOS (aglycone substrate for KanF) glucosylation using dTDP-glucose (glycone substrate for GtfE) with k(cat)/K(m) of 162.8 +/- 0.1 mM(-1) min(-1). Moreover, HMT31 showed improved substrate specificity toward seven more NDP-sugars. This study presents a domain swapping method as a potential means to glycorandomization toward various syntheses of 2-DOS-based aminoglycoside derivatives.     

常压室温等离子体(ARTP)诱变及高通量筛选那西肽高产菌株

采用新型常压室温等离子体(ARTP)诱变活跃链霉菌(Streptomyces actuosu),并应用抑菌圈和48孔板培养方法高通量筛选高产那西肽菌株。研究表明抑菌圈径的大小与48孔板效价之间以及48孔板效价与摇瓶效价之间均有较好的相关性,系数R分别达到0.534和0.896。通过多轮ARTP诱变及高通量筛选最终获得了3株相对效价提高50%以上的遗传性能稳定的突变株。ARTP诱变技术作为获得那西肽高产菌株的有效途径,与传统摇瓶发酵筛选相比,48孔板及抑菌圈法能显著提高那西肽高产菌株的筛选效率。     

Identification of acetylcholinesterase inhibitors using homogenous cell‐based assays in quantitative high‐throughput screening platforms

Acetylcholinesterase (AChE) is an enzyme responsible for metabolism of acetylcholine, a neurotransmitter associated with muscle movement, cognition, and other neurobiological processes. Inhibition of AChE activity can serve as a therapeutic mechanism, but also cause adverse health effects and neurotoxicity. In order to efficiently identify AChE inhibitors from large compound libraries, homogenous cell‐based assays in high‐throughput screening platforms are needed. In this study, a fluorescent method using Amplex Red (10‐acetyl‐3,7‐dihydroxyphenoxazine) and the Ellman absorbance method were both developed in a homogenous format using a human neuroblastoma cell line (SH‐SY5Y). An enzyme‐based assay using Amplex Red was also optimized and used to confirm the potential inhibitors. These three assays were used to screen 1368 compounds, which included a library of pharmacologically active compounds (LOPAC) and 88 additional compounds from the Tox21 program, at multiple concentrations in a quantitative high‐throughput screening (qHTS) format. All three assays exhibited exceptional performance characteristics including assay signal quality, precision, and reproducibility. A group of inhibitors were identified from this study, including known (e.g. physostigmine and neostigmine bromide) and potential novel AChE inhibitors (e.g. chelerythrine chloride and cilostazol). These results demonstrate that this platform is a promising means to profile large numbers of chemicals that inhibit AChE activity.     

Discarding multidrug resistance inducers, the possible role of a biosensing reporter in antimicrobial discovery.

The aim of the present work was to determine whether the luminescence-based reporter plasmid pQacLux could be applied to drug discovery in order to discard compounds with defined properties. Non-pathogenic Staphylococcus aureus RN4220 cells bearing pQacLux were incubated with different concentrations of a disinfectant of common use in hospitals. The in vivo light emission response of the plasmid to the given stimuli was then quantified and compared to a negative control for the construction of dose-response curves. The selected disinfectant provided a convenient model for the activity of quaternary ammonium compounds. In spite of the use of a raw model solution, the system revealed high levels of sensitivity. According to the results obtained, pQacLux could be conveniently used in the first steps of drug development in order to discard all possible multidrug resistance inducers.     

黑色素皮质素受体激动剂的高通量筛选模型研究

为了建立黑色素皮质素受体（MC4R）激动剂的高通量筛选方法,将人的MC4R基因质粒（hMC4R/pCDNA3.1）与报告基因质粒（3×CRE/3×MRE/SRE-LUC）按1∶5的比例共转染到HEK293细胞,通过G418筛选,建立了稳定的MC4R激动剂筛选细胞株.利用MC4R内源激动剂α-MSH探索和优化了每孔接种细胞数目、激动剂孵育时间、溶剂DMSO终浓度、荧光素酶底物浓度等筛选条件,建立了可靠的筛选方法.实验表明：当细胞数目为4×10⁴个/孔,激动剂孵育时间为8 h,每孔DMSO终浓度小于1％和α-MSH终浓度为1 μmol/L时,系统Z'-因子接近0.7,能够用于MC4R激动剂的高通量筛选.     

代谢型谷氨酸受体4亚型(mGluR4)高通量药物筛选模型的建立

为发现代谢型谷氨酸受体4亚型(mGluR4)的调节剂,通过荧光检测胞内钙浓度的方法,建立一个基于细胞功能性检测的高通量筛选(HTS)系统。将人mGluR4基因转染稳定表达Gα15蛋白的人胚肾细胞(HEK-293),用Zeocin筛选获得稳定表达mGluR4的细胞株,并通过钙流检测试验证实该细胞系的生物学功能。优化了实验系统中荧光染料的孵育时间,溶剂二甲基亚砜(DMSO)耐受性,以及溶剂氢氧化钠(NaOH)耐受性,建立了可靠稳定的筛选系统。钙流检测试验数据表明,mGluR4细胞系对其激动剂的活性程度排序是:L-(+)-2-Amino-4-phosphonobutyricacid(L-AP4)>L-Serine-O-phosphate(L-SOP)>L-Glutamicacid(L-Glu);拮抗剂是:(RS)-α-Methylserine-O-phosphate(MSOP)>(RS)-α-Methyl-4-phosphonophenylglycine(MPPG)。在96和384细胞微孔培养板中,得到该筛选系统Z’因子分别是0.80和0.65。结果表明,该稳定细胞系拥有一个稳定的检测系统,适合于mGluR4激动剂...     

Application of an aqueous two‐phase systems high‐throughput screening method to evaluate mAb HCP separation

Aqueous two‐phase systems (ATPSs) as separation technique have regained substantial interest from the biotech industry. Biopharmaceutical companies faced with increasing product titers and stiffening economic competition reconsider ATPS as an alternative to chromatography. As the implementation of an ATPS is material, time, and labor intensive, a miniaturized and automated screening process would be beneficial. In this article such a method, its statistical evaluation, and its application to a biopharmaceutical separation task are shown. To speed up early stage ATPS profiling an automated application of the cloud‐point method for binodal determination was developed. PEG4000–PO₄ binodals were measured automatically and manually and were found to be identical within the experimental error. The ATPS screening procedure was applied to a model system and an industrial separation task. PEG4000–PO₄ systems at a protein concentration of 0.75 mg/mL were used. The influence of pH, NaCl addition, and tie line length was investigated. Lysozyme as model protein, two monoclonal antibodies, and a host cell protein pool were used. The method was found to yield partition coefficients identical to manually determined values for lysozyme. The monoclonal antibodies were shifted from the bottom into the upper phase by addition of NaCl. This shift occurred at lower NaCl concentration when the pH of the system was closer to the pI of the distributed protein. Addition of NaCl, increase in PEG4000 concentration and pH led to significant loss of the mAb due to precipitation. Capacity limitations of these systems were thus demonstrated. The chosen model systems allowed a reduction of up to 50% HCP with a recovery of greater than 95% of the target proteins. As these values might not be industrially relevant when compared to current chromatographic procedures, the developed screening procedure allows a fast evaluation of more suitable and optimized ATPS system for a given task. Biotechnol. Bioeng. 2011; 108:69–81. © 2010 Wiley Periodicals, Inc.     

High throughput screening setup of a scale-down device for membrane chromatography-aggregate removal of monoclonal antibodies

In biopharmaceutical process development, resin-based high throughput screening (HTS) is well known for overcoming experimental limitations by permitting automated parallel processing at miniaturized scale, which results in fast data generation and reduced feed consumption. For membrane adsorber (MA), HTS solutions have so far only been available to a partial extent. Three case studies were performed with the aim of aligning HTS applications for MAs with those established for column chromatography: Process parameter range determination, mechanistic modeling (MM), and scalability. In order to exploit the MA typically features, such as high mass transfer and easy scalability, for scalable high throughput process development, a scale-down device (SDD) for MA was developed. Its applicability is confirmed for a monoclonal antibody aggregate removal step. The first case study explores the experimental application of the SDD developed. It uses bind and elute mode and variations of pH and salt concentration to obtain process operation windows for ion-exchange MAs Sartobind® S and Q. In the second case study, we successfully developed a mechanistic model based on parameters obtained from the SDD–HTS setup. The results proved to validate the use of the SDD developed for parameter estimation and thus model-based process development. The third case study shows the transferability and scalability of data from the SDD–HTS setup using both a direct scale factor and MM. Both approaches show good applicability with a deviation below 20% in the prediction of 10% dynamic breakthrough capacity and reliable scale-up from 0.42 to 800 ml.