Data handling for interactive metabolomics: tools for studying the dynamics of metabolome-macromolecule interactions

All published metabolomics studies investigate changes in either absolute or relative quantities of metabolites. However, blood plasma, one of the most commonly studied biofluids for metabolomics applications, is a complex, heterogeneous mixture of lipoproteins, proteins, small organic molecules and ions which together undergo a variety of possible molecular interactions including metal complexation, chemical exchange processes, micellular compartmentation of metabolites, enzyme-mediated biotransformations and small-molecule-macromolecule binding. In particular, many low molecular weight (MW) compounds (including drugs) can exist both ‘free’ in solution and bound to proteins or within organised aggregates of macromolecules. To study the effects of e.g. disease on these interactions we suggest that new approaches are needed. We have developed a technique termed ‘interactive metabolomics’ or i-metabolomics. i-metabolomics can be defined as: “The study of interactions between low MW biochemicals and macromolecules in heterogeneous biosamples such as blood plasma, without pre-selection of the components of interest”. Standard 1D NMR experiments commonly used in metabolomics allow metabolite concentration differences between samples to be investigated because the intensity of each peak depends on the concentration of the compound in question. On the other hand, the instrument can be set-up to measure molecular interactions by monitoring the diffusion coefficients of molecules. According to the Stokes–Einstein equation, the diffusion coefficient of a molecule is inversely proportional to its effective size, as represented by the hydrodynamic radius. Therefore, when low MW compounds are non-covalently bound to proteins, the observed diffusion coefficient for the compound will be intermediate between those of its free and bound forms. By measuring diffusion by NMR, the degree of protein binding can be estimated for either low MW endogenous biochemicals or xenobiotics. This type of experiment is referred to as either Diffusion-Ordered Spectroscopy (DOSY) or Diffusion-Edited Spectroscopy, depending on the type of post-acquisition data processing applied to the spectra. Results presented in this paper demonstrate approaches for the non-selective modelling of metabolite-macromolecule interactions (i-metabolomics), whilst additionally highlighting some of the all too frequently ignored issues associated with interpretation of data derived from profiling of blood plasma.     

Data handling for interactive metabolomics: tools for studying the dynamics of metabolome-macromolecule interactions

All published metabolomics studies investigate changes in either absolute or relative quantities of metabolites. However, blood plasma, one of the most commonly studied biofluids for metabolomics applications, is a complex, heterogeneous mixture of lipoproteins, proteins, small organic molecules and ions which together undergo a variety of possible molecular interactions including metal complexation, chemical exchange processes, micellular compartmentation of metabolites, enzyme-mediated biotransformations and small-molecule-macromolecule binding. In particular, many low molecular weight (MW) compounds (including drugs) can exist both ‘free’ in solution and bound to proteins or within organised aggregates of macromolecules. To study the effects of e.g. disease on these interactions we suggest that new approaches are needed. We have developed a technique termed ‘interactive metabolomics’ or i-metabolomics. i-metabolomics can be defined as: “The study of interactions between low MW biochemicals and macromolecules in heterogeneous biosamples such as blood plasma, without pre-selection of the components of interest”. Standard 1D NMR experiments commonly used in metabolomics allow metabolite concentration differences between samples to be investigated because the intensity of each peak depends on the concentration of the compound in question. On the other hand, the instrument can be set-up to measure molecular interactions by monitoring the diffusion coefficients of molecules. According to the Stokes–Einstein equation, the diffusion coefficient of a molecule is inversely proportional to its effective size, as represented by the hydrodynamic radius. Therefore, when low MW compounds are non-covalently bound to proteins, the observed diffusion coefficient for the compound will be intermediate between those of its free and bound forms. By measuring diffusion by NMR, the degree of protein binding can be estimated for either low MW endogenous biochemicals or xenobiotics. This type of experiment is referred to as either Diffusion-Ordered Spectroscopy (DOSY) or Diffusion-Edited Spectroscopy, depending on the type of post-acquisition data processing applied to the spectra. Results presented in this paper demonstrate approaches for the non-selective modelling of metabolite-macromolecule interactions (i-metabolomics), whilst additionally highlighting some of the all too frequently ignored issues associated with interpretation of data derived from profiling of blood plasma.

     

Synthesis, purification, and characterization of 2,4,6-trinitrophenyl-UDP-galactose: a fluorescent substrate for galactosyltransferase

Glycosyltransferases enzymatically transfer monosaccharides from sugar-nucleotides to complex oligosaccharide chains and, as cell surface molecules, exhibit receptor-like activity. We have modified the substate UDP-galactose to produce a compound that has useful absorbance and fluorescence properties upon binding to galactosyltransferase (GalTase). Using strategies similar to those for preparing fluorescent ATP analogs, we were able to synthesize 2,4,6-trinitrophenyl-5'-UDP-galactose (TUG). In solution, the absorbance properties of TUG are pH dependent, with absorbance maxima at 260, 408, and 453 nm and an isobestic point at 353 nm. In the presence of soluble GalTase extracted from bovine milk, TUG exhibited an excitation maximum at 368 nm with emission maxima at 436 and 533 nm; in the absence of GalTase only the 533-nm peak was present. Under enzymatic conditions, TUG acted as a competitive substrate of UDP-galactose with GalTase. Under noncatalytic conditions, the fluorescence emission of TUG at 436 nm increased monotonically with Gal-Tase concentration, with a half-maximal response at approximately 4 microM. This compound may be useful for quantifying GalTase function as both an enzyme and a cell adhesion molecule.     

Propidium iodide and S1 nuclease: tools for studying DNA reassociation kinetics

A method for the determination of the amount of double-stranded DNA in a reassociation mixture is described. Reassociated DNA resistant to S1 nuclease digestion is measured fluorometrically using propidium iodide. A direct comparison is made between this method and an established method in which radiolabeled Escherichia coli DNA resistant to S1 digestion is measured by scintillation counting after separation of nucleotides by Sephadex G-100 chromatography. Reassociation curves determined for calf thymus and E. coli DNA are presented.     

High-throughput plasmid DNA purification for 3 cents per sample

To accommodate the increasingly rapid rates of DNA sequencing we have developed and implemented an inexpensive, expeditious method for the purification of double-stranded plasmid DNA clones. The robust nature, high throughput, low degree of technical difficulty and extremely low cost have made it the plasmid DNA preparation method of choice in both our expressed sequence tag (EST) and genome sequencing projects. Here we report the details of the method and describe its application in the generation of more than 700 000 ESTs at a rate exceeding 16 000 per week.     

Synthetic chemokines directly labeled with a fluorescent dye as tools for studying chemokine and chemokine receptor interactions

Chemokines constitute a protein family that exhibit a variety of biological activities involved in normal and pathological physiological processes. CCL11 (eotaxin), CCL19 (MIP-3beta), CCL22 (MDC), CXCL11 (I-TAC) and CXCL12 (SDF-1alpha) chemokines, modified with the Alexa Fluor 647 fluorescent dye at specific positions along their sequence, were produced by a chemical route and their biological activities were characterized. In a migration assay, fluorescent chemokines were as biologically active as the unmodified forms. All labeled chemokines specifically stained cell lines transfected with the appropriate human chemokine receptors. The specificity of binding was further established by showing that the unlabeled ligands efficiently competed with the labeled chemokines for binding to their respective receptor. A low molecular weight antagonist of CXCR4 prevented binding of labeled CXCL12 to CXCR4 comparably to a neutralizing anti-CXCR4 antibody. Finally, labeled CCL19 was used for the staining of primary cells, illustrating that this reagent can be used for studying CCR7 expression on different cell types. Together, these results demonstrate that fluorescent synthetic chemokines constitute promising ligands for the development of chemokine receptor-binding assays on intact cells, for applications such as cell-based, high throughput screening, and studies of chemokine receptor expression by primary cells.     

A cost-effective plasmid purification protocol suitable for fluorescent automated DNA sequencing

A cost-effective, reliable, and reproducible method has been developed to produce good-quality, double-stranded plasmid DNA for automated sequence analysis. The method incorporates modifications to a previously described plasmid-purification protocol used in manual sequencing. The quality of the DNA produced from the present protocol is suitable for automated fluorescent sequencing. Using a dye-terminator sequencing protocol, most runs using plasmid DNA prepared using this protocol produced over 700 bases with greater than 99% base-calling accuracy.     

Mouse embryonic chimeras: tools for studying mammalian development

Embryonic chimeras of the mouse are well-established tools for studying cell lineage and cell potential. They are also a key part of the analysis of complex phenotypes of mutant mice. By combining embryonic stem cell technology, molecularly tagged mutations and sensitive cell lineage markers, chimeras can provide invaluable insights into the tissue-specific requirement and the mode of action of many mouse genes.     

Post-genomics resources and tools for studying apicomplexan metabolism

The phylum Apicomplexa comprises over 5000 species of obligate intracellular parasites, many responsible for diseases that significantly impact human health and economics. To aid drug development programs, global sequencing initiatives are generating increasing numbers of apicomplexan genomes. The challenge is how best to exploit these resources to identify effective therapeutic targets. Because of its important role in growth and maintenance, much interest has centred on metabolism. However, in the absence of detailed biochemical data, reconstructing the metabolic potential from a fully sequenced genome remains problematic. In this review current resources and tools facilitating the metabolic reconstruction for apicomplexans are examined. Furthermore, how these datasets can be utilized to explore the metabolic capabilities of apicomplexans are discussed and targets for therapeutic intervention are prioritized.     

Intrastrand DNA cross-links as tools for studying DNA replication and repair: two-, three-, and four-carbon tethers between the N(2) positions of adjacent guanines

A general protocol for preparation of oligonucleotides containing intrastrand cross-links between the exocyclic amino groups of adjacent deoxyguanosines has been developed. A series of 2, 3, and 4 methylene cross-links was incorporated site-specifically into an 11-mer (5'-GGCAGGTGGTG-3', cross-linked positions are underlined) via a reaction between oligonucleotide containing 2-fluoro-O(6)-trimethylsilylethyl deoxyinosines and the appropriate diamine (ethylenediamine, 1,3-diaminopropane, 1,4-diaminobutane). These cross-linked-oligonucleotides were studied for their ability to bend DNA by the method of Koo and Crothers [Koo, H. S., and Crothers, D. M. (1988) Proc. Natl. Acad. Sci. U.S.A. 85, 1763-1767] in which the mobility of ligated oligomers in nondenaturing polyacrylamide gels is evaluated. It was found that all cross-links induced bending (2-carbon cross-link, 30.0 +/- 4.0 deg/turn; 3-carbon cross-link, 11.7 +/- 1.6 deg/turn; 4-carbon cross-link, 7.4 +/- 1.0 deg/turn). Despite the differing extent of helical distortion exhibited by the cross-links, all appeared to be equally blocking to replication by the Escherichia coli polymerases, pol I, pol II, and pol III. In contrast, when incision of the cross-links by the E. coli UvrABC nucleotide incision complex was studied, the extent of incision of the cross-link was found to correlate closely with the degree of bending measured in the gel mobility assay, i.e., the efficiency of incision was 2-carbon > 3-carbon > 4-carbon.     

Functional monolithic platforms: Chromatographic tools for antibody purification

Polymer monoliths are an efficient platform for antibody purification. The use of monoclonal antibodies (mAbs) and engineered antibody structures as therapeutics has increased exponentially over the past few decades. Several approaches use polymer monoliths to purify large quantities of antibody with defined clinical and performance requirements. Functional monolithic supports have attracted a great deal of attention as they offer practical advantages for antibody purification, such as more rapid analysis, smaller sample volume requirements and the opportunity for a greater target molecule enrichment. This review focuses on the development of synthetic and natural polymer-based monoliths for antibody purification. The materials and methods employed in monolith production are discussed, highlighting the properties of each system. We also review the structural characterization techniques available using monolithic systems and their performance under different chromatographic approaches to antibody capture and release. Finally, a summary of monolithic platforms developed for antibody separation is presented, as well as expected trends in research to solve current and future challenges in this field. This review comprises a comprehensive analysis of proposed solutions highlighting the remarkable potential of monolithic platforms.     

Experimental and analytical tools for studying the human microbiome

The human microbiome substantially affects many aspects of human physiology, including metabolism, drug interactions and numerous diseases. This realization, coupled with ever-improving nucleotide sequencing technology, has precipitated the collection of diverse data sets that profile the microbiome. In the past 2 years, studies have begun to include sufficient numbers of subjects to provide the power to associate these microbiome features with clinical states using advanced algorithms, increasing the use of microbiome studies both individually and collectively. Here we discuss tools and strategies for microbiome studies, from primer selection to bioinformatics analysis.     

Photochemical tools for studying metal ion signaling and homeostasis

Metal ions have well-established catalytic and structural roles in proteins. Much of the knowledge acquired about metalloenzymes has been derived using spectroscopic techniques and X-ray crystallography, but these methodologies are less effective for studying metal ions that are not tightly bound to biomacromolecules. In order to prevent deleterious chemistry, cells tightly regulate the uptake, distribution, and intracellular concentrations of metal ions. Investigation into these homeostasis mechanisms has necessitated the development of alternative ways to study metal ions. Photochemical tools such as small molecule and protein-based fluorescent sensors as well as photocaged complexes have provided insight into the homeostasis and signaling mechanisms of Ca(2+), Zn(2+), and Cu(+), but a comprehensive picture of metal ions in biology will require additional development of these techniques, which are reviewed in this Current Topics article.     

Synthesis of a novel fluorescent probe useful for DNA detection

In this paper, a novel fluorescent probe 2-methylbenzo[b][1,10] phenanthrolin-7(12H)-one (m-BPO) is synthesized, and its molecular structure has been characterized by IR, UV, MS, (1)H-NMR and elements analysis. The fluorescent characteristics of m-BPO were investigated in detail. It was found that DNA had the ability to quench the fluorescence of m-BPO at 411 nm (lambda(ex)=286 nm), and the quenched intensity of fluorescence was proportional to the concentration of DNA. Based on this fact, m-BPO has been used as the fluorescent probe for detection of calf thymus DNA (ctDNA) and fish semen DNA (fsDNA). Under the optimal conditions, the calibration curves are linear up to 15.0 microg/ml for both ctDNA and fsDNA. The corresponding detection limits are 3.6 ng/ml for ctDNA and 5.5 ng/ml for fsDNA, respectively. The interaction mechanism for the binding of m-BPO to ctDNA was studied in detail, and the results suggested that the interaction mode between m-BPO and ctDNA was groove binding.     

Resources, standards and tools for systems biology.

Modelling and simulation techniques are valuable tools for the understanding of complex biological systems. The design of a computer model necessarily has many diverse inputs, such as information on the model topology, reaction kinetics and experimental data, derived either from the literature, databases or direct experimental investigation. In this review, we describe different data resources, standards and modelling and simulation tools that are relevant to integrative systems biology.     

A rapid protocol for the purification of mitochondrial DNA suitable for studying restriction fragment length polymorphisms

When analyzing mitochondrial DNA (mtDNA) from various normal and malignant human tissues, it became necessary to enhance mtDNA isolation for improved yields and quality. The method described here consists of rapid and simple-to-perform steps, avoiding complicated instrumentation. It was designed for preparation of undegraded mtDNA and is highly useful when limited amounts of tissues, cells and unique biopsies of tumors (fresh or frozen) are available. The resulting mtDNA is sufficiently pure for restriction analysis, subcloning, labeling and various types of hybridization. Using Sau3A and MspI, restriction analysis revealed new restriction-fragment length polymorphisms for Caucasians, independent of the DNA source, and hence excluding tissue-specific DNA modifications.     

A critical review of permeabilized cell systems for studying mammalian DNA repair

Permeabilized cell systems have proven valuable for studies of the enzymology of mammalian DNA repair and this review will summarize and contrast the different systems used to this end. Results from permeable cell studies will be reviewed which pertain to 3 questions of DNA repair: the role(s) of ATP, DNA polymerase enzymology, and the isolation of repair factors by in vitro correction of repair-defective cells.     

Models and tools for studying drought stress responses in peas

The pea (Pisum sativum L.) is an important pulse crop but the growing area is limited because of its relatively low yield stability. In many parts of the world the most important abiotic factor limiting the survival and yield of plants is the restricted water supply, and the crop productivity can only be increased by improving drought tolerance. Development of pea cultivars well adapted to dry conditions has been one of the major tasks in breeding programs. Conventional breeding of new cultivars for dry conditions required extensive selection and testing for yield performance over diverse environments using various biometrical approaches. Several morphological and biochemical traits have been proven to be related to drought resistance, and methods based on physiological attributes can also be used in development of better varieties. Osmoregulation plays a role in the maintenance of turgor pressure under water stress conditions, and information on the behaviour of genotypes under osmotic stress can help selection for drought resistance. Biotechnological approaches including in vitro test, genetic transformation, and the use of molecular markers and mutants could be useful tools in breeding of pea. In this minireview we summarized the present status of different approaches related to drought stress improvement in the pea.