Nanoparticle-enzyme hybrid systems for nanobiotechnology

Biomolecule-nanoparticle (NP) [or quantum-dot (QD)] hybrid systems combine the recognition and biocatalytic properties of biomolecules with the unique electronic, optical, and catalytic features of NPs and yield composite materials with new functionalities. The biomolecule-NP hybrid systems allow the development of new biosensors, the synthesis of metallic nanowires, and the fabrication of nanostructured patterns of metallic or magnetic NPs on surfaces. These advances in nanobiotechnology are exemplified by the development of amperometric glucose sensors by the electrical contacting of redox enzymes by means of AuNPs, and the design of an optical glucose sensor by the biocatalytic growth of AuNPs. The biocatalytic growth of metallic NPs is used to fabricate Au and Ag nanowires on surfaces. The fluorescence properties of semiconductor QDs are used to develop competitive maltose biosensors and to probe the biocatalytic functions of proteases. Similarly, semiconductor NPs, associated with electrodes, are used to photoactivate bioelectrocatalytic cascades while generating photocurrents.     

Fluorescent epsilon-ATP analogues for probing physicochemical properties of proteins. Synthesis, biochemical evaluation, and sensitivity to properties of the medium

Despite the significance of the elucidation of proteins' physicochemical parameters to understand various molecular phenomena, direct methods for measuring these parameters are not readily available. Here, we propose the use of 8-[p-amino-Ph]-epsilon-ATP, 3b, as a fluorescent probe for the elucidation of physicochemical parameters of binding sites in certain proteins. We synthesized novel fluorescent nucleotide analogues based on an extension of the epsilon-ATP scaffold. These analogues bear a primary or tertiary p-amino-phenyl moiety on the etheno-bridge. We explored the recognition of the fluorescent analogues by the target proteins: P2Y(1)-receptor (P2Y(1)-R) and NTPDase1. Based on the high affinity to the P2Y(1)-R (EC(50) 100nM), 3b proved a suitable probe for the investigation of this receptor. Next, we elucidated the dependencies of the absorption and emission spectra of 3b on environmental parameters, for establishing correlation equations. These equations will help determine the properties of the ATP-binding site from the spectral data of the protein-bound 3b. For this purpose, the sensitivity of the probe to acidity, dielectricity, H-bonding, viscosity, and to correlation between these parameters was determined. Thus, the pH-dependence of 3b emission intensity is bell shaped. At pH2.8 the quantum yield (phi) is enhanced 150-fold, as compared to neutral pH. The basic nitrogen atoms of 3b were assigned and pK(a) values were determined. A linear relationship was found between log phi and log viscosity, however, emission maxima (lambda(max)) remained constant. A linear relationship was found between both phi and lambda(max) and dielectricity, as measured in protic or aprotic solvents of comparable viscosity. pK(a)-like values were measured in acid-titrated alcohols with varying dielectricity but comparable viscosity, or with varying viscosity but comparable dielectricity. An inverse relationship and a linear relationship were found between the pK(a) values of 3b and the medium dielectricity and viscosity, respectively. These correlations help the calibration of properties of a protein ATP-binding site.     

A method for biomolecular structural recognition and docking allowing conformational flexibility.

In this work, we present an algorithm developed to handle biomolecular structural recognition problems, as part of an interdisciplinary research endeavor of the Computer Vision and Molecular Biology fields. A key problem in rational drug design and in biomolecular structural recognition is the generation of binding modes between two molecules, also known as molecular docking. Geometrical fitness is a necessary condition for molecular interaction. Hence, docking a ligand (e.g., a drug molecule or a protein molecule), to a protein receptor (e.g., enzyme), involves recognition of molecular surfaces. Conformational transitions by "hinge-bending" involves rotational movements of relatively rigid parts with respect to each other. The generation of docked binding modes between two associating molecules depends on their three dimensional structures (3-D) and their conformational flexibility. In comparison to the particular case of rigid-body docking, the computational difficulty grows considerably when taking into account the additional degrees of freedom intrinsic to the flexible molecular docking problem. Previous docking techniques have enabled hinge movements only within small ligands. Partial flexibility in the receptor molecule is enabled by a few techniques. Hinge-bending motions of protein receptors domains are not addressed by these methods, although these types of transitions are significant, e.g., in enzymes activity. Our approach allows hinge induced motions to exist in either the receptor or the ligand molecules of diverse sizes. We allow domains/subdomains/group of atoms movements in either of the associating molecules. We achieve this by adapting a technique developed in Computer Vision and Robotics for the efficient recognition of partially occluded articulated objects. These types of objects consist of rigid parts which are connected by rotary joints (hinges). Our method is based on an extension and generalization of the Hough transform and the Geometric Hashing paradigms for rigid object recognition. We show experimental results obtained by the successful application of the algorithm to cases of bound and unbound molecular complexes, yielding fast matching times. While the "correct" molecular conformations of the known complexes are obtained with small RMS distances, additional, predictive good-fitting binding modes are generated as well. We conclude by discussing the algorithm's implications and extensions, as well as its application to investigations of protein structures in Molecular Biology and recognition problems in Computer Vision.     

Integrated nanoparticle-biomolecule systems for biosensing and bioelectronics

The similar dimensions of biomolecules such as enzymes, antibodies or DNA, and metallic or semiconductor nanoparticles (NPs) enable the synthesis of biomolecule-NP hybrid systems where the unique electronic, photonic and catalytic properties of NPs are combined with the specific recognition and biocatalytic properties of biomolecules. The unique functions of biomolecule-NP hybrid systems are discussed with several examples: (i) the electrical contacting of redox enzymes with electrodes is the basis for the development of enzymatic electrodes for amperometric biosensors or biofuel cell elements. The reconstitution of the apo-glucose oxidase or apo-glucose dehydrogenase on flavin adenine dinucleotide (FAD)-functionalized Au NPs (1.4 nm) associated with electrodes, or on pyrroloquinoline quinone (PQQ)-functionalized Au NPs (1.4 nm) associated with electrodes, respectively, yields electrically contacted enzyme electrodes. The aligned, reconstituted enzymes on the electrode surfaces reveal effective electrical contacting, and the glucose oxidase and glucose dehydrogenase reveal turnover rates of 5000 and 11,800 s(-1), respectively. (ii) The photoexcitation of semiconductor nanoparticles yields fluorescence with a wavelength controlled by the size of the NPs. The fluorescence functions of semiconductor NPs are used to develop a fluorescence resonance energy transfer (FRET) assay for nucleic acids, and specifically, for analyzing telomerase activity in cancer cells. CdSe-ZnS NPs are functionalized by a primer recognized by telomerase, and this is elongated by telomerase extracted from HeLa cancer cells in the presence of dNTPs and Texas-red-functionalized dUTP. The dye integrated into the telomers allows the FRET process that is intensified as telomerization proceeds. Also, the photoexcited electron-hole pair generated in semiconductor NPs is used to generate photocurrents in a CdS-DNA hybrid system associated with an electrode. A redox-active intercalator, methylene blue, was incorporated into a CdS-duplex DNA monolayer associated with a Au electrode, and this facilitated the electron transfer between the electrode and the CdS NPs. The direction of the photocurrent was controlled by the oxidation state of the intercalator. (iii) Biocatalysts grow metallic NPs, and the absorbance of the NPs provides a means to assay the biocatalytic transformations. This is exemplified with the glucose oxidase-induced growth of Au NPs and with the tyrosinase-stimulated growth of Au NPs, in the presence of glucose or tyrosine, respectively. The biocatalytic growth of the metallic NPs is used to grow nanowires on surfaces. Glucose oxidase or alkaline phosphatase functionalized with Au NPs (1.4 nm) acted as 'biocatalytic inks' for the synthesis of metallic nanowires. The deposition of the Au NP-modified glucose oxidase, or the Au NP-modified alkaline phosphatase on Si surfaces by dip-pen nanolithography led to biocatalytic templates, that after interaction with glucose/AuCl4- or p-aminophenolphosphate/Ag+, allowed the synthesis of Au nanowires or Ag nanowires, respectively.     

Studies of Mg2+/Ca2+ complexes of naturally occurring dinucleotides: potentiometric titrations, NMR, and molecular dynamics

Dinucleotides (Np(n)N'; N and N' are A, U, G, or C, n = 2-7) are naturally occurring physiologically active compounds. Despite the interest in dinucleotides, the composition of their complexes with metal ions as well as their conformations and species distribution in living systems are understudied. Therefore, we investigated a series of Mg(2+) and Ca(2+) complexes of Np(n)N's. Potentiometric titrations indicated that a longer dinucleotide polyphosphate (N is A or G, n = 3-5) linker yields more stable complexes (e.g., log K of 2.70, 3.27, and 3.73 for Ap(n)A-Mg(2+), n = 3, 4, 5, respectively). The base (A or G) or ion (Mg(2+) or Ca(2+)) has a minor effect on K(M)(ML) values. In a physiological medium, the longer Ap(n)As (n = 4, 5) are predicted to occur mostly as the Mg(2+)/Ca(2+) complexes. (31)P NMR monitored titrations of Np(n)N's with Mg(2+)/Ca(2+) ions showed that the middle phosphates of the dinucleotides coordinate with Mg(2+)/Ca(2+). Multidimensional potential of mean force (PMF) molecular dynamics (MD) simulations suggest that Ap(2)A and Ap(4)A coordinate Mg(2+) and Ca(2+) ions in both inner-sphere and outer-sphere modes. The PMF MD simulations additionally provide a detailed picture of the possible coordination sites, as well as the cation binding process. Moreover, both NMR and MD simulations showed that the conformation of the nucleoside moieties in Np(n)N'-Mg(2+)/Ca(2+) complexes remains the same as that of free mononucleotides.     

Can nucleotides prevent Cu-induced oxidative damage?

Cu-induced oxidative damage is associated with cancer, diabetes, neurodegenerative and age related diseases. The quest for Cu-chelators as potential antioxidants spans the past decades. Yet, biocompatible Cu-chelators that do not alter the normal metal-ion homeostasis are still lacking. Here, we explored the potential of natural and synthetic nucleotides and inorganic phosphates as inhibitors of the Cu(I)/(II)-induced ()OH formation via either the Fenton or Haber-Weiss mechanisms. For this purpose, we studied by ESR the modulation of Cu-induced ()OH production, from the decomposition of H(2)O(2), by nucleotides and phosphates. ATP inhibited both Cu(I) and Cu(II) catalyzed reactions (IC(50) 0.11 and 0.04mM, respectively). Likewise, adenosine 5'-beta,gamma-methylene triphosphate (AMP-PCP), adenosine 5'-O-(3-thiotriphosphate) (ATP-gamma-S), ADP and tripolyphosphate were identified as good inhibitors. However, AMP and adenosine were poor inhibitors in the Cu(I)-H(2)O(2) system, IC(50) ca. 1.2mM, and radical enhancers in the Cu(II)-H(2)O(2) system. The best antioxidant was adenosine 5'-[beta,gamma-imino] triphosphate (AMP-PNP) (IC(50) 0.05mM at Cu(I)-H(2)O(2) system) which was 15 times more active than the known antioxidant Trolox. ATP and analogues inhibit Cu-induced ()OH formation through an ion chelation rather than a scavenging mechanism. Two phosphate groups are required for making active Fenton-reaction inhibitors. Nucleotides and phosphates triggered a biphasic modulation of the Haber-Weiss reaction, but a monophasic inhibition of the Fenton reaction. We conclude that nucleotides at sub mM concentrations can prevent Cu-induced OH radical formation from H(2)O(2), and hence may possibly prevent oxidative damage.     

Flexible docking allowing induced fit in proteins: Insights from an open to closed conformational isomers

Here we dock a ligand onto a receptor surface allowing hinge-bending domain/substructural movements. Our approach mimics and manifests induced fit in molecular recognition. All angular rotations are allowed on the one hand, while a conformational space search is avoided on the other. Rather than dock each of the molecular parts separately with subsequent reconstruction of the consistently docked molecules, all parts are docked simultaneously while still utilizing the position of the hinge from the start. Like pliers closing on a screw, the receptor automatically closes on its ligand in the best surface-matching way. Movements are allowed either in the ligand or in the larger receptor, hence reproducing induced molecular fit. Hinge bending movements are frequently observed when molecules associate. There are numerous examples of open versus closed conformations taking place upon binding. Such movements are observed when the substrate binds to its respective enzyme. In particular, such movements are of interest in allosteric enzymes. The movements can involve entire domains, subdomains, loops, (other) secondary structure elements, or between any groups of atoms connected by flexible joints. We have implemented the hinges at points and at bonds. By allowing 3-dimensional (3-D) rotation at the hinge, several rotations about (consecutive or nearby) bonds are implicitly taken into account. Alternatively, if required, the point rotation can be restricted to bond rotation. Here we illustrate this hinge-bending docking approach and the insight into flexibility it provides on a complex of the calmodulin with its M13 ligand, positioning the hinges either in the ligand or in the larger receptor. This automated and efficient method is adapted from computer vision and robotics. It enables utilizing entire molecular surfaces rather than focusing a priori on active sites. Hence, allows attaining the overall optimally matching surfaces, the extent and type of motions which are involved. Here we do not treat the conformational flexibility of side-chains or of very small pieces of the molecules. Therefore, currently available methods addressing these issues and the method presented here, are complementary to each other, expanding the repertoire of computational docking tools foreseen to aid in studies of recognition, conformational flexibility and drug design. Proteins 32:159–174, 1998. © 1998 Wiley-Liss, Inc.     

Role of the conserved carboxy-terminal α-helix of Rad6p in ubiquitination and DNA repair

RAD6 in the yeast Saccharomyces cerevisiae encodes a ubiquitin-conjugating enzyme essential for DNA repair as well as for a number of other biological processes. It is believed that the functions of Rad6p require the ubiquitination of target proteins, but its substrates as well as other interacting proteins are largely unknown. Rad6p homologues of higher eukaryotes have a number of amino acid residues in the C-terminal α-helix, which are conserved from yeast to man but are absent from most other yeast ubiquitin-conjugating enzymes (Ubcs). This specific conservation suggests that the C-terminal a-helix is important for the unique activities of the Rad6p family of Ubcs. We have investigated the effects of mutating this highly conserved region on the ubiquitination of model substrates in vitro and on error-free DNA repair in vivo. C-terminal point and deletion mutants of Rad6p differentially affected its in vitro activity on various substrates, raising the possibility that Rad6p interacts with its substrates in vivo by similar mechanisms. The distal part of the C-terminal u-helix is also essential for error-free DNA repair in vivo. Overexpression of Rad18p, a single-stranded DNA-binding protein that also interacts with Rad6p, alleviates the DNA repair defects of the C-terminal α-helix mutants to different degrees. This indicates that the C-terminal α-helix of Rad6p mediates its interaction with Rad18p, an essential step in DNA repair. Models of Rad6p action propose that its ubiquitination function is followed by proteolysis of unknown ubiquitinated targets. Mutants affecting several functions of the 26S proteasome retain wild-type capacity for error-free DNA repair. This raises the possibility that ubiquitination by Rad6p in DNA repair does not target proteins for proteasomal degradation.     

Characterization of T-lymphocyte subpopulations infiltrating primary breast cancer

Summary Characterization of T-lymphocyte subpopulations adjacent to and infiltrating the primary tumor of breast cancer was carried out using a direct immunofluorescence procedure with the antibodies anti-(Leu-2a) for suppressor/cytotoxic (CD8⁺) and anti-(Leu-3a) for helper/inducer (CD4⁺) T-lymphocytes. Fifty-six primary malignant tumors with lymphoid infiltration were studied. The majority (58.9%) were infiltrating duct carcinoma. There were metastases to axillary lymph nodes in 6.67% of the patients. Massive lymphoid infiltration (>40 lymphocytes per ×400 microscopic field) was found in 19.6% of the tumors and moderate infiltration (20–40 lymphocytes per field) in 51.8%. In all the tumors studied there was a reversed CD4⁺/CD8⁺ ratio as compared to that found in normal peripheral blood. In 66.1% the CD4⁺/CD8⁺ ratio (helper/suppressor) was less than 1.0. The reversed ratio was due to a significant decrease in the number of helper cells (P<0.0005). The most significant drop was in the stroma area (P<0.0001) as well as in the tumor tissue (P=0.001). Of particular interest was the significant positive correlation between the age of the patients and an increased number of CD4⁺lymphocytes in the stroma (P=0.02). Significant negative correlations were found between a reduced number of CD4⁺ lymphocytes or CD4⁺/CD8⁺ ratio and several histological parameters: tumor diameter, pleomorphism, nucleus/cytoplasm ratio. There was also a significant positive correlation between the total number of CD8⁺ lymphocytes infiltrating the tumor tissue and the number of axillary lymph nodes with metastatic disease (P=0.03). It is suggested that the reversed ratio of CD4⁺/CD8⁺ lymphocytes may significantly affect the host/tumor immune surveillance.