Biological networks: from physical principles to biological insights

A report on the Fourth Georgia Tech and UGA International Conference on Bioinformatics 'Biological Networks: From Genomics to Epidemiology', Atlanta, USA, 13-16 November 2003.     

Hybridomas: A new dimension in biological analyses

Summary Since the first report of hybridomas producing monoclonal antibodies by Kohler and Milstein in 1975, this technique has spread to nearly all areas of biological, biochemical, and biomedical research. Watching the use of these methods spread from immunologists to cell biologists, developmental biologists, biochemists and to other biological disciplines and observing the nearly logarithmic increase in publications using these reagents has been in itself fascinating and informative. An overview of the development of this technology and its applications is presented including the use of monoclonal antibodies to study cell surface molecules, differentiation antigens, receptors, and histocompatibility antigens. The use of these antibodies to analyze microorganisms and parasitic antigens as well as their use in the genetic analysis of human cell surface antigens and the detection of polymorphic variation in enzymes and other proteins is discussed. Examples of the application of monoclonal reagents to the study of tumor cell biology including the labeling of metastatic tumor cells and the detection of cell surface molecules implicated in the regulation of growth control and cell division are provided. Presented in the symposium on The Biology of Hybridomas at the 32nd Annual Meeting of the Tissue Culture Association. Washington, D.C., June 7–11. 1981. This symposium was supported in part by the following organizations: Bethesda Research Laboratories, Cetus Corporation, Hybritech Incorporated, MAB-Monoclonal Antibodies, Inc., National Capital Area Branch of the Tissue Culture Association, New England Nuclear Corporation, and Ortho Pharmaceutical Corporation.     

A solution to the problems of cytolysis assays with additional applications to other immunological and biochemical assays

After cellular immunoassays are compared with classical bioassays, conventional methods and consequent problems of data analysis for cytolysis assays are reviewed and a new solution is proposed. This solution incorporates new methods, called dose-response surface assays and analysis (DRSA), which estimate cytolytic activity coefficients on a surface in a three-dimensional space with two dose variables (killers and targets) and one response variable (counts). These new methods based on dose-response surfaces are demonstrated to be more informative and reliable than classical methods based on dose-response curves. In a test of the methods' robustness (sensitivity of parameter estimates to changes in the dose levels of the assay design), cytolytic activity coefficients estimated by DRSA varied by less than or equal to 30% over a reduction of three to four orders of magnitude in the dose levels. This remarkable robustness should be compared with the corresponding figures of as much as 500% over less than 1 order of magnitude for previously published results of coefficients estimated by conventional methods. DRSA is distinguished from replot-of-plots methods such as those used for enzyme inhibition assays in biochemistry, and is recommended as a more efficient method that should replace replot-of-plot methods now antiquated by the advent of microcomputers. DRSA can be applied to any experimental system that requires an activity coefficient to be estimated on a dose-response surface in a space of greater than or equal to 3 dimensions (greater than or equal to 2 dose variables and one response variable), regardless of the mathematical model and statistical estimators used to analyze the dose-response interaction. Finally, DRSA is compared with the methods known as response surface methodology (RSM), and is described as a new class of methods to be added to those that constitute RSM.     

Beyond antibodies: using biological principles to guide the development of next-generation protein therapeutics

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Improving fluorescence-based assays for the in vitro analysis of cell adhesion and migration

Cell adhesion and cell migration are two primary cellular phenomena to be approached in vitro in order to allow for the effective dissection of the individual events and the unravelling of their underlying molecular mechanisms. The use of assays dedicated to the analysis of cell adhesion and migration in vitro also affords an efficient way of conducting larger basic and applied research screenings of the conditions affecting these processes and are potentially exploitable in the context of routine tests in the biological and medical fields. Therefore, there is a substantial interest in devicing more rationale such assays and major contributions in this direction have been provided by the advent of procedures based on fluorescent cell tagging. In this article we describe three fluorescence-based model assays for the qualitative and quantitative assessment of cell adhesion and cell locomotion in static and dynamic conditions. The assays are easily performed, accurate and reproducible, and can be automatized for high-throughput screenings of cell behavior in vitro. Performance of the assays involves the use of certain dedicated disposable accessories, which are commercially available, and a few instruments that, due to their versatility, can be regarded as constituents of a more generic laboratory setup.     

A comparison of RT-PCR-based assays for the detection of HAV from shellfish

The hepatitis A virus (HAV) is the most common cause of viral infection linked to shellfish consumption. The lack of correlation between the fecal coliform indicators and the presence of enteric viruses in shellfish and their harvesting waters points to the need for molecular methods to detect viruses. We compared two RT-PCR based techniques currently available for the detection of the hepatitis A virus (HAV) in shellfish. Both approaches involve extraction of viral particles by glycine buffer and concentration of virus particles by one or two PEG precipitation steps. One procedure involves as RNA extraction method the use of oligo (dT) cellulose to select poly (A) RNA, and the other uses a system in which total RNA is bound on silica membrane. Comparison of the two RT-PCR based methods highlighted the efficiency of the first approach which is less time-consuming and technically demanding than the second.     

Metal ions in biological catalysis: from enzyme databases to general principles

We analysed the roles and distribution of metal ions in enzymatic catalysis using available public databases and our new resource Metal-MACiE (). In Metal-MACiE, a database of metal-based reaction mechanisms, 116 entries covering 21% of the metal-dependent enzymes and 70% of the types of enzyme-catalysed chemical transformations are annotated according to metal function. We used Metal-MACiE to assess the functions performed by metals in biological catalysis and the relative frequencies of different metals in different roles, which can be related to their individual chemical properties and availability in the environment. The overall picture emerging from the overview of Metal-MACiE is that redox-inert metal ions are used in enzymes to stabilize negative charges and to activate substrates by virtue of their Lewis acid properties, whereas redox-active metal ions can be used both as Lewis acids and as redox centres. Magnesium and zinc are by far the most common ions of the first type, while calcium is relatively less used. Magnesium, however, is most often bound to phosphate groups of substrates and interacts with the enzyme only transiently, whereas the other metals are stably bound to the enzyme. The most common metal of the second type is iron, which is prevalent in the catalysis of redox reactions, followed by manganese, cobalt, molybdenum, copper and nickel. The control of the reactivity of redox-active metal ions may involve their association with organic cofactors to form stable units. This occurs sometimes for iron and nickel, and quite often for cobalt and molybdenum. Electronic supplementary material  The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

A fluorescence-based method for the detection of adhesive properties of lactic acid bacteria to Caco-2 cells

AIMS: The ability of probiotic micro-organisms to adhere to the intestinal surface is regarded as a substantial advantage in terms of bacteria persistence in the gastrointestinal tract. The aim of the present study was the development of a method based on fluorescent staining of bacteria and subsequent spectrofluorimetric detection to quantify the adhesion of several strains of Lactobacillus and Bifidobacterium to Caco-2 cells. METHODS AND RESULTS: Lactic acid bacteria strains were subjected to fluorescent staining using the viable probe carboxyfluorescein diacetate and subsequently incubated on Caco-2 monolayers. The adhesion of the micro-organisms was determined by spectrofluorimetry following the lysis of the attached bacterial cells and expressed as adhesion percentage. The values obtained for the micro-organisms tested ranged from 4% for Bifidobacterium infantis Bi1 to 10% for a Bifidobacterium mixture containing three different strains. CONCLUSIONS: In the present study we successfully applied fluorescent labelling and fluorimetric detection to investigate the adhesive properties of some Lactobacillus and Bifidobacterium strains and a Bifidobacterium mixture to Caco-2 cells. SIGNIFICANCE AND IMPACT OF THE STUDY: The results proved that fluorescent labelling is suitable for adhesion studies and provides a reliable and safer alternative to radioactive labelling.     

A contribution to the theory of biological staining based on the principles for structural organization of biological macromolecules

Biological staining is to a large degree explainable based on the principles governing folding and aggregation of macromolecules in aqueous solution. Most macromolecules are polyions, which, except for heteropolysaccharides, have a large proportion of nonpolar or only slightly polar residues. Because they are amphiphilic, they react in water by a complex set of hydrophobic interactions involving charged residues, nonpolar residues and water molecules. The hydrophobic interactions lead to complex folding systems or micelle-like structures. Dyes are amphiphilic molecules with a tendency to form micelles, but with limitations due to geometric constraints and charge repulsion. Macromolecules and dyes react with each other in aqueous solution following the same principles as for the structural organization of macromolecules, as in protein folding for example. Dye binding requires near contact between nonpolar groups in both the dye and macromolecule, and this is accomplished by choosing a pH at which the dye and macromolecule have opposite net charges. Charge attraction is insufficient for binding in most cases, but it is directive because it determines which macromolecules a given dye ion is able to contact. These considerations apply to the staining of globular (cytoplasmic) proteins and to nucleic acid staining. The staining mechanism is by hydrophobic interactions. Above approximately pH 3.5, DNA may also bind dyes by hydrophobic intercalation between the bases of the double helix; at lower pH the double helix opens and dye binding is as for RNA and globular proteins. Heteroglycans (mucins) have virtually no nonpolar groups, so nonpolar interactions are restricted to the dye molecules. Metachromatic staining of heteroglycans is due to hydrophobic bonding or micelle formation between the monovalent planar dye molecules aided by charge neutralization by the negatively charged heteroglycans. Alternatively, as the charge attraction increases with the number of closely placed charges, acidic heteroglycans may be stained by a polycation such as alcian blue or colloidal iron. For elastic fiber and collagen staining, actual hydrophobic interactions are less important and hydrogen bonding and simple nonpolar interactions play a major role. These macromolecules may therefore be stained using a nonaqueous alcoholic solution.     

A contribution to the theory of biological staining based on the principles for structural organization of biological macromolecules

Biological staining is to a large degree explainable based on the principles governing folding and aggregation of macromolecules in aqueous solution. Most macromolecules are polyions, which, except for heteropolysaccharides, have a large proportion of nonpolar or only slightly polar residues. Because they are amphiphilic, they react in water by a complex set of hydrophobic interactions involving charged residues, nonpolar residues and water molecules. The hydrophobic interactions lead to complex folding systems or micelle-like structures. Dyes are amphiphilic molecules with a tendency to form micelles, but with limitations due to geometric constraints and charge repulsion. Macromolecules and dyes react with each other in aqueous solution following the same principles as for the structural organization of macromolecules, as in protein folding for example. Dye binding requires near contact between nonpolar groups in both the dye and macromolecule, and this is accomplished by choosing a pH at which the dye and macromolecule have opposite net charges. Charge attraction is insufficient for binding in most cases, but it is directive because it determines which macromolecules a given dye ion is able to contact. These considerations apply to the staining of globular (cytoplasmic) proteins and to nucleic acid staining. The staining mechanism is by hydrophobic interactions. Above approximately pH 3.5, DNA may also bind dyes by hydrophobic intercalation between the bases of the double helix; at lower pH the double helix opens and dye binding is as for RNA and globular proteins. Heteroglycans (mucins) have virtually no nonpolar groups, so nonpolar interactions are restricted to the dye molecules. Metachromatic staining of heteroglycans is due to hydrophobic bonding or micelle formation between the monovalent planar dye molecules aided by charge neutralization by the negatively charged heteroglycans. Alternatively, as the charge attraction increases with the number of closely placed charges, acidic heteroglycans may be stained by a polycation such as alcian blue or colloidal iron. For elastic fiber and collagen staining, actual hydrophobic interactions are less important and hydrogen bonding and simple nonpolar interactions play a major role. These macromolecules may therefore be stained using a nonaqueous alcoholic solution.     

Design rules for nanomedical engineering: from physical virology to the applications of virus-based materials in medicine

Physical virology seeks to define the principles of physics underlying viral infections, traditionally focusing on the fundamental processes governing virus assembly, maturation, and disassembly. A detailed understanding of virus structure and assembly has facilitated the development and analysis of virus-based materials for medical applications. In this Physical Virology review article, we discuss the recent developments in nanomedicine that help us to understand how physical properties affect the in vivo fate and clinical impact of (virus-based) nanoparticles. We summarize and discuss the design rules that need to be considered for the successful development and translation of virus-based nanomaterials from bench to bedside.     

A novel fluorescence-based assay for the rapid detection and quantification of cellular deoxyribonucleoside triphosphates

Current methods for measuring deoxyribonucleoside triphosphates (dNTPs) employ reagent and labor-intensive assays utilizing radioisotopes in DNA polymerase-based assays and/or chromatography-based approaches. We have developed a rapid and sensitive 96-well fluorescence-based assay to quantify cellular dNTPs utilizing a standard real-time PCR thermocycler. This assay relies on the principle that incorporation of a limiting dNTP is required for primer-extension and Taq polymerase-mediated 5–3′ exonuclease hydrolysis of a dual-quenched fluorophore-labeled probe resulting in fluorescence. The concentration of limiting dNTP is directly proportional to the fluorescence generated. The assay demonstrated excellent linearity (R² > 0.99) and can be modified to detect between ∼0.5 and 100 pmol of dNTP. The limits of detection (LOD) and quantification (LOQ) for all dNTPs were defined as <0.77 and <1.3 pmol, respectively. The intra-assay and inter-assay variation coefficients were determined to be <4.6% and <10%, respectively with an accuracy of 100 ± 15% for all dNTPs. The assay quantified intracellular dNTPs with similar results obtained from a validated LC–MS/MS approach and successfully measured quantitative differences in dNTP pools in human cancer cells treated with inhibitors of thymidylate metabolism. This assay has important application in research that investigates the influence of pathological conditions or pharmacological agents on dNTP biosynthesis and regulation.     

Development and assessment of radioreceptor binding assays for the detection of saxitoxin binding proteins in biological extracts

Several radioreceptor assays using tritiated saxitoxin ([(3)H]STX) were developed to identify a suitable primary screening method for the detection and characterization of soluble saxitoxin binding proteins from biological extracts. Assays using anion and cation exchange, protein binding, and traditional charcoal radioreceptor methods were compared with two previously reported formats. A protein binding assay incorporating filters of mixed cellulose esters (MCE) outperformed all other assay strategies with maximal signal, low background, exceptional reproducibility, minimal matrix effects, and high throughput. Binding site titrations verified that an increase in total protein in the assay led to a concomitant linear increase in the amount of specifically bound [(3)H]STX within the range of 1-90microg total protein. Saturation binding experiments demonstrated that the binding sites were saturable and that nonspecific binding was linear. The MCE assay was unaffected by 600mM NaCl and 500mM KCl. Likewise, minimal variation of specific binding was observed between pH 5 and pH 9, but inhibition was observed below pH 5.     

Design and applications of methods for fluorescence detection of iron in biological systems

Fluorescence metalosensors provide a means to detect iron in biological systems that is versatile, economical, sensitive and of a high-throughput nature. They rely on relatively high-affinity iron-binding carriers conjugated to highly fluorescent probes that undergo quenching after metal complexation. Metal specificity is determined by probes containing either an iron-binding moiety of high affinity (type A) or of relatively lower affinity (type B) used in combination with a strong specific iron chelator. Due to the heterogeneous nature of biological systems, the apparent metal-binding affinity and complexation stoichiometry ought to be specifically defined. Fluoresceinated moieties coupled to metal-binding cores detect Fe at sub-micromolar concentrations and even sub-microlitre volumes (i.e. cells). Although an ideal probe should also be specific for a particular oxidation state of iron, in physiological conditions that property might be difficult to attain. Quantification of labile iron in cells has relied on the ability of permeant iron chelators to restore the fluorescence of probes quenched by intracellular Fe. Modern design of probes aims to (a) improve probe targeting to specific cell compartments and (b) create probes that respond to metal binding by signal enhancement.     

A method for the detection of superoxide in biological systems

The ability to detect superoxide in biological milieu is filled with a number of difficult problems. For example, the ferricytochrome c assay method cannot be used in the presence of NADPH-cytochrome P-450 reductase since cytochrome c is preferentially reduced by this enzyme. We have found that the superoxide-dependent oxidation of one particular hydroxylamine, 2-ethyl-1-hydroxy-2,5,5-trimethyl-3-oxazolidine, to its corresponding nitroxide, 2-ethyl-2,5,5-trimethyl-3-oxazolidinoxyl, can be used to quantitate superoxide production by hepatic microsomes and purified enzymes. We determined that this assay method is free from most of the problems inherent in other methods for the identification of superoxide.     

A fluorescence-based technique to construct size distributions from single-object measurements: application to the extrusion of lipid vesicles

We report a novel approach to quantitatively determine complete size distributions of surface-bound objects using fluorescence microscopy. We measure the integrated intensity of single particles and relate it to their size by taking into account the object geometry and the illumination profile of the microscope, here a confocal laser scanning microscope. Polydisperse (as well as monodisperse) size distributions containing objects both below and above the optical resolution of the microscope are recorded and analyzed. The data is collected online within minutes, which allows the user to correlate the size of an object with the response from any given fluorescence-based biochemical assay. We measured the mean diameter of extruded fluorescently labeled lipid vesicles using the proposed method, dynamic light scattering, and cryogenic transmission electron microscopy. The three techniques were in excellent agreement, measuring the same values within 7-9%. Furthermore we demonstrated here, for the first time that we know of, the ability to determine the full size distribution of polydisperse samples of nonextruded lipid vesicles. Knowledge of the vesicle size distribution before and after extrusion allowed us to propose an empirical model to account for the effect of extrusion on the complete size distribution of vesicle samples.     

Confocal microscopy: principles and applications to the field of reproductive biology

Confocal microscopy allows analysis of fluorescent labeled thick specimens without physical sectioning. Optical sections are generated by eliminating out-of-focus fluorescence and displayed as digitalized images. It allows 3-dimensional reconstruction (XYZ) and time-analysis (XYT), thus providing unique chance to link morphology with cell function. Since images are obtained by scanning, excess illumination of the specimen and quick decrease of the fluorescent signal are avoided. Resolution obtained with a Laser Scanning Confocal Microscopy (LSCM) is theoretically better than that of a conventional microscope. The preparation of the specimen may be based on standard techniques, such as immunocytochemistry applied to fixed cells, or on staining of living cells, following the use of different fluorescent probes at the same time (colocalization). In our laboratory, we use the LSCM system Fluoview version 2.1 (Olympus) to study reproductive biology of animals and humans. We work on stainings of oocytes and blastocysts (mouse, bovine, human), and human ovarian tissues. We study mitochondrial distribution, cortical granule migration, calcium oscillations and spindle quality to link culture conditions and oocyte quality. Staining of F-actin is used to check transzonal projections (in zona pellucida) or to detect abnormalities following experimental treatment. Blastocyst quality is analyzed in sequential optical sections for microfilament organization and counting of total cell number (staining with phalloidin (actin) and picogreen (DNA). Trophectoderm and inner cell mass distribution (differential staining), apoptotic cells (TUNEL method) and viable cells (live/dead test) are also evaluated. Confocal imaging can be helpful for rapid determination of follicle density (staining with AM Calcein) and follicle morphology (picogreen) in ovarian cortical biopsies. The current review describes the principles of confocal microscopy and illustrates its applications to the field of reproductive biology by a large collection of pictures.