A high-throughput method for quantification of glycoprotein sialylation

Sialic acid can improve qualities of therapeutic glycoproteins such as circulatory half-life, biological activity, and solubility. In production of therapeutic glycoproteins, a high-throughput method is required for process monitoring and optimization to ensure consistent and optimal sialic acid content. Current methods for quantifying sialic acid, however, require chromatographic separation that is time-consuming and cannot rapidly analyze many samples in parallel. Here we present a novel high-throughput method for quantifying glycoprotein sialylation. Using chemical reduction, enzymatic release of sialic acid, and chemical derivatization of the sialic acid, the method can accurately, rapidly (15 min), and specifically analyze many samples in parallel. It requires only 45 μl of sample and has a quantitation limit of 2 μM sialic acid. It has also been validated for monitoring sialylation of recombinant interferon gamma (IFN-γ) produced in Chinese hamster ovary (CHO) cell culture. This method is useful for various applications in upstream and downstream bioprocesses.     

Performance of high-throughput DNA quantification methods

Background

The accuracy and precision of estimates of DNA concentration are critical factors for efficient use of DNA samples in high-throughput genotype and sequence analyses. We evaluated the performance of spectrophotometric (OD) DNA quantification, and compared it to two fluorometric quantification methods, the PicoGreen^® assay (PG), and a novel real-time quantitative genomic PCR assay (QG) specific to a region at the human BRCA1 locus. Twenty-Two lymphoblastoid cell line DNA samples with an initial concentration of ~350 ng/uL were diluted to 20 ng/uL. DNA concentration was estimated by OD and further diluted to 5 ng/uL. The concentrations of multiple aliquots of the final dilution were measured by the OD, QG and PG methods. The effects of manual and robotic laboratory sample handling procedures on the estimates of DNA concentration were assessed using variance components analyses.

Results

The OD method was the DNA quantification method most concordant with the reference sample among the three methods evaluated. A large fraction of the total variance for all three methods (36.0–95.7%) was explained by sample-to-sample variation, whereas the amount of variance attributable to sample handling was small (0.8–17.5%). Residual error (3.2–59.4%), corresponding to un-modelled factors, contributed a greater extent to the total variation than the sample handling procedures.

Conclusion

The application of a specific DNA quantification method to a particular molecular genetic laboratory protocol must take into account the accuracy and precision of the specific method, as well as the requirements of the experimental workflow with respect to sample volumes and throughput. While OD was the most concordant and precise DNA quantification method in this study, the information provided by the quantitative PCR assay regarding the suitability of DNA samples for PCR may be an essential factor for some protocols, despite the decreased concordance and precision of this method.

     

Fluorescence analysis of receptor-G protein interactions in cell membranes

The dynamics of G protein heterotrimer complex formation and disassembly in response to nucleotide binding and receptor activation govern the rate of responses to external stimuli. We use a novel flow cytometry approach to study the effects of lipid modification, isoform specificity, lipid environment, and receptor stimulation on the affinity and kinetics of G protein subunit binding. Fluorescein-labeled myristoylated Galpha(i1) (F-alpha(i1)) was used as the ligand bound to Gbetagamma in competition binding studies with differently modified Galpha subunit isoforms. In detergent solutions, the binding affinity of Galpha(i) to betagamma was 2 orders of magnitude higher than for Galpha(o) and Galpha(s) (IC50 of 0.2 nM vs 17 and 27 nM, respectively), while in reconstituted bovine brain lipid vesicles, binding was slightly weaker. The effects of receptor on the G protein complex were assessed in alpha(2A)AR receptor expressing CHO cell membranes into which purified betagamma subunits and F-alpha(i1) were reconstituted. These cell membrane studies led to the following observations: (1) binding of alpha subunit to the betagamma was not enhanced by receptor in the presence or absence of agonist, indicating that betagamma contributed essentially all of the binding energy for alpha(i1) interaction with the membrane; (2) activation of the receptor facilitated GTPgammaS-stimulated detachment of F-alpha(i1) from betagamma and the membrane. Thus flow cytometry permits quantiatitive and real-time assessments of protein-protein interactions in complex membrane environments.     

Image-based high-throughput quantification of cellular fat accumulation

A number of biochemical methods are available for measuring fat accumulation in cell culture. The authors report a simple image-based method for measuring fat accumulation in adipocytes using a combination of high-throughput brightfield microscopy and image analysis, which was validated biochemically using Oil-Red-O. The quickest and most accurate method of analysis was one based on thresholding brightfield images and determining the area of fat droplets per image. Thus, the authors have developed a simple high-throughput, label-free method for measuring fat accumulation that is applicable to any cell or tissue type where fat droplets are visible under light microscopy.     

Antibody arrays for high-throughput screening of antibody-antigen interactions

We have developed a novel technique for high-throughput screening of recombinant antibodies, based on the creation of antibody arrays. Our method uses robotic picking and high-density gridding of bacteria containing antibody genes followed by filter-based enzyme-linked immunosorbent assay (ELISA) screening to identify clones that express binding antibody fragments. By eliminating the need for liquid handling, we can thereby screen up to 18,342 different antibody clones at a time and, because the clones are arrayed from master stocks, the same antibodies can be double spotted and screened simultaneously against 15 different antigens. We have used our technique in several different applications, including isolating antibodies against impure proteins and complex antigens, where several rounds of phage display often fail. Our results indicate that antibody arrays can be used to identify differentially expressed proteins.     

Fluorescence approaches for determining protein conformations, interactions and mechanisms at membranes

Processes that occur at membranes are essential for the viability of every cell, but such processes are the least well understood at the molecular level. The complex nature and physical properties of the molecular components involved, as well as the requirement for two separated aqueous compartments, restrict the experimental approaches that can be successfully applied to examine the structure, conformational changes and interactions of the membrane-bound proteins that accomplish these processes. In particular, to accurately elucidate the molecular mechanisms that effect and regulate such processes, one must use experimental approaches that do not disrupt the structural integrity or functionality of the protein-membrane complexes being examined. To best accomplish this goal, especially when large multicomponent complexes and native membranes are involved, the optimal experimental approach to use is most often fluorescence spectroscopy. Using multiple independent fluorescence techniques, one can determine structural information in real time and in intact membranes under native conditions that cannot be obtained by crystallography, electron microscopy and NMR techniques, among others. Furthermore, fluorescence techniques provide a comprehensive range of information, from kinetic to thermodynamic, about the assembly, structure, function and regulation of membrane-bound proteins and complexes. This article describes the use of various fluorescence techniques to characterize different aspects of proteins bound to or embedded in membranes.     

Fluorescence polarization assays for high-throughput screening of neuropeptide FF receptors

We have developed the first fluorescence polarization assays of human neuropeptide FF2 receptors in 384-well microtiter plates. Assays are completed in a single well with no transfer, separation, or wash steps. The performance is suitable for high-throughput drug screening applications with regard to speed of analysis, magnitude of displaceable signal, precision, and sensitivity of various reagents. The rank order of potency of agonists and antagonists agrees well relative to the published radiometric filtration assays: DMe NPFF > NPFF > frog PP (Rana temporaria pancreatic polypeptide) > PQRFamide > BIBP 3226. The effect of highly colored compounds is very small on the polarization signal up to micromolar concentrations. The method serves as a simple and fast alternative to radioligand binding assays of antiobesity drug candidates related to NPFF receptors.     

鉴定cyclic di-GMP效应蛋白：高通量筛选策略与实验验证方法

环二鸟苷单磷酸(cyclic di-GMP或c-di-GMP)是细菌细胞中广泛存在的第二信使,调控细菌生物被膜发育、致病力、运动性、胞外多糖产生及细胞周期在内的诸多重要生理表型。c-di-GMP通过结合多种类型的效应子(包括核糖开关或效应蛋白)来发挥调控功能。由于c-di-GMP分子在构象上具有多变性,其结合的效应子同样具有多样性。新型效应蛋白的筛选、鉴定是当前细菌信号转导领域的研究热点和难点,也是解析c-di-GMP调控机制的首要环节。本文在阐述c-di-GMP结合不同类型的效应蛋白并调控细菌生物被膜发育的基础上,综述了目前筛选c-di-GMP效应蛋白的方法,包括遗传筛选、亲和色谱结合质谱鉴定、DRa CALA系统鉴定以及基于分子对接的预测等。同时,对验证c-di-GMP效应蛋白的技术,如等温微量热滴定、表面等离子共振、微量热泳动在内的多种验证方法进行了总结,对比了这些策略和方法在应用上的优、缺点,为在细菌及其真核宿主基因组水平鉴定c-di-GMP效应蛋白的研究提供参考。     

Detection and quantification of protein-microtubules interactions using green fluorescent protein photoconversion

We present an in vitro system to analyze quantitatively the interactions of green fluorescent protein (GFP)-tagged recombinant proteins with microtubules. This method relies on photoconversion of GFP and time-lapse microscopy. Specific interactions can be detected and binding kinetics can be determined rapidly and accurately. This method provides an alternative to classical in vitro microtubule-binding assays to analyze microtubule-associated proteins binding to microtubules. It has the potential to be extended to study interactions of proteins or multi-protein complexes with different biopolymers like actin microfilaments or organelle membranes.     

Development of a high-throughput screening system for the compounds that inhibit collagen–protein interactions

Collagen-binding proteins (CBPs) play important roles in various physiological events. Some CBPs are regarded as targets for drug development; for example, platelet glycoprotein VI (GPVI) and heat shock protein 47 (HSP47) are promising targets for the development of novel antiplatelet and antifibrotic drugs, respectively. However, no systematic screening method to search compounds that inhibit collagen–CBP interactions have been developed, and only a few CBP inhibitors have been reported to date. In this study, a facile turbidimetric multiwell plate assay was developed to evaluate inhibitors of CBPs. The assay is based on the finding that CBPs retard spontaneous collagen fibril formation in vitro and that fibril formation is restored in the presence of compounds that interfere with the collagen–CBP interactions. Using the same platform, the assay was performed in various combinations of fibril-forming collagen types and CBPs. This homogeneous assay is simple, convenient, and suitable as an automated high-throughput screening system.     

Fluorescence correlation spectroscopy for the study of membrane dynamics and protein/lipid interactions

Fluorescence correlation spectroscopy (FCS) is a powerful technique to study dynamic biomolecular processes. It allows the estimation of concentrations, diffusion coefficients, molecular interactions, and other processes causing fluctuations in the fluorescence intensity, thus yielding information about aggregation processes, enzymatic reactions, or partition coefficients. During the last years, FCS has been successfully applied to model and cellular membranes, proving to be a promising tool for the study of membrane dynamics and protein/lipid interactions. Here we describe the theoretical basis of FCS and some practical implications for its application in membrane studies. We discuss sources of potential artifacts, such as membrane undulations, positioning of the detection volume, and photobleaching. Special attention is paid to aspects related to instrumentation and sample preparation as well as data acquisition and analysis. Finally, we comment on some strategies recently developed for the specific improvement of FCS measurements on membranes.     

Selection strategies for marker-assisted backcrossing with high-throughput marker systems

Application of marker-assisted backcrossing for gene introgression is still limited by the high costs of marker analysis. High-throughput (HT) assays promise to reduce these costs, but new selection strategies are required for their efficient implementation in breeding programs. The objectives of our study were to investigate the properties of HT marker systems compared to single-marker (SM) assays, and to develop optimal selection strategies for marker-assisted backcrossing with HT assays. We employed computer simulations with a genetic model consisting of 10 chromosomes of 160 cM length to investigate the introgression of a dominant target gene. We found that a major advantage of HT marker systems is that they can provide linkage maps with equally spaced markers, whereas the possibility to provide linkage maps with high marker densities smaller than 10 cM is only of secondary use in marker-assisted backcrossing. A three-stage selection strategy that combines selection for recombinants at markers flanking the target gene with SM assays and genome-wide background selection with HT markers in the first backcross generation was more efficient than genome-wide background selection with HT markers alone. Selection strategies that combine SM and HT assays were more efficient than genome-wide background selection with HT assays alone. This result was obtained for a broad range of cost ratios of HT and SM assays. A further considerable reduction of the costs could be achieved if the population size in the first backcross generation was twice the population size in generations BC₂ and BC₃ of a three-generation backcrossing program. We conclude that selection strategies combining SM and HT assays have the potential to greatly increase the efficiency and flexibility of marker-assisted backcrossing.     

Flow cytometric analysis of immunoprecipitates: high-throughput analysis of protein phosphorylation and protein-protein interactions

BACKGROUND: Activation-induced protein phosphorylation can be studied by Western blotting, but this method is time consuming and depends on the use of radioactive probes for quantitation. We present a novel assay for the assessment of protein phosphorylation based on latex particles and flow cytometry. METHODS: This method employs monoclonal antibodies coupled to latex particles to immobilize protein kinase substrates. Their phosphorylation status is assessed by reactivity with phosphoepitope-specific antibodies. The amount of immobilized protein on the particles was analyzed by direct or indirect immunofluorescence with antibodies to nonphosphorylated epitopes. RESULTS: The assay allowed measurement of phosphorylation of multiple protein kinase substrates in stimulated T cells, including the zeta chain of the T-cell receptor, ZAP-70, CD3, CD5, SHP-1, and ERK-2, using 1-3 microg of total cell protein per sample. The assay provided high resolution of kinetics of phosphorylation and dephosphorylation. Interactions of protein kinase substrates with associated signaling molecules were demonstrated. CONCLUSIONS: The novel assay allows high-throughput quantitative measurement of protein modifications during signal transduction.     

A targeted proteomics toolkit for high-throughput absolute quantification of Escherichia coli proteins

Transformation of engineered Escherichia coli into a robust microbial factory is contingent on precise control of metabolism. Yet, the throughput of omics technologies used to characterize cell components has lagged far behind our ability to engineer novel strains. To expand the utility of quantitative proteomics for metabolic engineering, we validated and optimized targeted proteomics methods for over 400 proteins from more than 20 major pathways in E. coli metabolism. Complementing these methods, we constructed a series of synthetic genes to produce concatenated peptides (QconCAT) for absolute quantification of the proteins and made them available through the Addgene plasmid repository (www.addgene.org). To facilitate high sample throughput, we developed a fast, analytical-flow chromatography method using a 5.5-min gradient (10 min total run time). Overall this toolkit provides an invaluable resource for metabolic engineering by increasing sample throughput, minimizing development time and providing peptide standards for absolute quantification of E. coli proteins.     

不同结构类型糖类物质的荧光标记策略

为阐明糖链结构与功能的关系,寻找高灵敏度和高分离度的微量分析方法对糖 类物质的分析至关重要.近几年来,荧光标记方法作为糖类物质的色谱定量及辅助结 构分析的最佳选择,日益受到人们的广泛关注.荧光标记法分为柱前标记和柱后标记 两种,且灵敏度高、分离度好、有多种标记试剂可供选择.本文根据不同糖类物质的 结构特点,分别对中性糖和氨基糖以及含有唾液酸、糖醛酸、硫酸基的酸性糖的荧光 标记方法及其应用进行了系统的综述,并对近年来报道的荧光标记试剂的特点和反应 机理进行了比较和总结,以期为糖类物质微量分析方法的研究提供参考.     

A dual luciferase multiplexed high-throughput screening platform for protein-protein interactions

To study the biology of regulators of G-protein signaling (RGS) proteins and to facilitate the identification of small molecule modulators of RGS proteins, the authors recently developed an advanced yeast 2-hybrid (YTH) assay format for GalphaZ and RGS-Z1. Moreover, they describe the development of a multiplexed luciferase-based assay that has been successfully adapted to screen large numbers of small molecule modulators of protein-protein interactions. They generated and evaluated 2 different luciferase reporter gene systems for YTH interactions, a Gal4 responsive firefly luciferase reporter gene and a Gal4 responsive Renilla luciferase reporter gene. Both the firefly and Renilla luciferase reporter genes demonstrated a 40- to 50-fold increase in luminescence in strains expressing interacting YTH fusion proteins versus negative control strains. Because the firefly and Renilla luciferase proteins have different substrate specificity, the assays were multiplexed. The multiplexed luciferase-based YTH platform adds speed, sensitivity, simplicity, quantification, and efficiency to YTH high-throughput applications and therefore greatly facilitates the identification of small molecule modulators of protein-protein interactions as tools or potential leads for drug discovery efforts.     

A simple method for high-throughput quantification of genome-wide DNA methylation by fluorescence polarization

To rapidly determine DNA methylation levels from a large number of biological or clinical samples, we have developed an accurate and sensitive method for high-throughput quantification of global methylation of 5′-Cm⁵CGG-3′ sites in the genome, visualized by fluorescence polarization (FP) based measurement of DNA methylation (FPDM). In FPDM, the methyl-sensitive HpaII and methyl-insensitive MspI restriction enzymes were employed to achieve DNA cleavage, followed by incorporation of fluorescent dCMP into the enzyme-cleavage products through polymerase chain extension, yielding an FP-ratio between the HpaII- and MspI-restricted preparations as a measure of methylation. FPDM provided stable estimates of methylation level of submicrograms of lambda or human DNA, and of a 255-bp DNA segment containing a single HpaII/MspI restriction site in accord with, and more accurate than, determination by gel electrophoresis. FPDM was also applied to measure dose-dependent DNA hypomethylation in human embryonic kidney 293T cells treated with the DNA-methyltransferase inhibitor 5-aza-dC.