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Gregory A Weiss

Publications and source records attributed to Gregory A Weiss.

17 recordsLinked to original sources
PubMed2007

Conductance-controlled point functionalization of single-walled carbon nanotubes.

We used covalent attachments to single-walled carbon nanotubes (SWNTs) to fabricate single-molecule electronic devices. The technique does not rely on submicrometer lithography or precision mechanical manipulation, but instead uses circuit conductance to monitor and control covalent attachment to an electrically connected SWNT. Discrete changes in the circuit conductance revealed chemical processes happening in real time and allowed the SWNT sidewalls to be deterministically broken, reformed, and conjugated to target species. By controlling the chemistry through electronically controlled electrochemical potentials, we were able to achieve single chemical attachments. We routinely functionalized pristine, defect-free SWNTs at one, two, or more sites and demonstrated three-terminal devices in which a single attachment controls the electronic response.

Electric Conductivity↗
PubMed2007

M13 bacteriophage coat proteins engineered for improved phage display.

This chapter describes a method for increasing levels of protein fusions displayed on the surfaces of M13 bacteriophage particles. By introducing mutations into the anchoring M13 coat protein, protein display levels can be increased by up to two orders of magnitude. Experimental methods are presented for the design, construction, and screening of phage-displayed libraries for improved protein display.

Capsid Proteins↗
PubMed2006

Virus electrodes for universal biodetection.

A dense virus layer, readily tailored for recognition of essentially any biomarker, was covalently attached to a gold electrode surface through a self-assembled monolayer. The resistance of this "virus electrode", Z(Re), measured in the frequency range from 2 to 500 kHz in a salt-based pH 7.2 buffer, increased when the phage particles selectively bound either an antibody or prostate-specific membrane antigen (PSMA), a biomarker for prostate cancer. In contrast to prior results, we show the capacitive impedence of the virus electrode, Z(Im), is both a noisier and a less sensitive indicator of this binding compared to Z(Re). The specificity of antibody and PSMA binding, and the absence of nonspecific binding to the virus electrode, was confirmed using quartz crystal microbalance gravimetry.

Bacteriophage M13↗
PubMed2006

Exploring the interaction between the protein kinase A catalytic subunit and caveolin-1 scaffolding domain with shotgun scanning, oligomer complementation, NMR, and docking.

The techniques of phage-displayed homolog shotgun scanning, oligomer complementation, NMR secondary structure analysis, and computational docking provide a complementary suite of tools for dissecting protein-protein interactions. Focusing these tools on the interaction between the catalytic sub-unit of protein kinase A (PKAcat) and caveolin-1 scaffolding domain (CSD) reveals the first structural model for the interaction. Homolog shotgun scanning varied each CSD residue as either a wild-type or a homologous amino acid. Wild-type to homolog ratios from 116 different homologous CSD variants identified side-chain functional groups responsible for precise contacts with PKAcat. Structural analysis by NMR assigned an alpha-helical conformation to the central residues 84- 97 of CSD. The extensive mutagenesis data and NMR secondary structure information provided constraints for developing a model for the PKAcat-CSD interaction. Addition of synthetic CSD to phage-displayed CSD resulted in oligomer complementation, or enhanced binding to PKAcat. Together with previous experiments examining the interaction between CSD and endothelial nitric oxide synthase (eNOS), the results suggest a general oligomerization-dependent enhancement of binding between signal transducing enzymes and caveolin-1.

Binding Sites↗
PubMed2006

Convenient methods for the synthesis of P1-farnesyl-P2-indicator diphosphates.

To access P1-farnesyl-P2-indicator diphosphates, more efficient methods for the synthesis of farnesyl-phosphate and diphosphates were developed. The procedures reported here provide more flexible conditions than the conventional imidazolide and morpholidate coupling methods. Milder conditions for the synthesis of sensitive allylic diphosphates and greatly improved reaction efficiencies provide access to novel reagents for analysis of diphosphate-based enzymatic reactions.

Chromatography, Liquid↗
PubMed2005

Library versus library recognition and inhibition of the HIV-1 Nef allelome.

Rapid evolution of drug-resistant viruses renders essentially all small-molecule antiviral treatments ineffective. We demonstrate an in vitro library versus library approach to identify small molecules targeting a broad spectrum of HIV-1 Nef protein variants. The technique could provide more effective antiviral therapies. First, a library of clinically derived Nef allelic variants, termed an allelome, was selected for function by binding to Nef ligands p53, actin, or p56lck. Next, a library of small-molecule inhibitors challenged the Nef allelome in competition assays. In contrast to single-variant inhibition, structurally simpler molecules could better inhibit the Nef allelome. Additionally, Nef sequences selected for binding to p53 resembled sequences from patients with a rapid progression to AIDS phenotype. Thus, the allelome versus small-molecule library approach offers a route for improving antiviral drug discovery and elucidating fundamental mechanisms of viral pathogenesis and resistance.

Binding Sites↗
PubMed2004

Predicting oligonucleotide-directed mutagenesis failures in protein engineering.

Protein engineering uses oligonucleotide-directed mutagenesis to modify DNA sequences through a two-step process of hybridization and enzymatic synthesis. Inefficient reactions confound attempts to introduce mutations, especially for the construction of vast combinatorial protein libraries. This paper applied computational approaches to the problem of inefficient mutagenesis. Several results implicated oligonucleotide annealing to non-target sites, termed 'cross-hybridization', as a significant contributor to mutagenesis reaction failures. Test oligonucleotides demonstrated control over reaction outcomes. A novel cross-hybridization score, quickly computable for any plasmid and oligonucleotide mixture, directly correlated with yields of deleterious mutagenesis side products. Cross-hybridization was confirmed conclusively by partial incorporation of an oligonucleotide at a predicted cross-hybridization site, and by modification of putative template secondary structure to control cross-hybridization. Even in low concentrations, cross-hybridizing species in mixtures poisoned reactions. These results provide a basis for improved mutagenesis efficiencies and increased diversities of cognate protein libraries.

Algorithms↗
PubMed2004

Guanidine alkaloid analogs as inhibitors of HIV-1 Nef interactions with p53, actin, and p56lck.

With current anti-HIV treatments targeting only 4 of the 15 HIV proteins, many potential viral vulnerabilities remain unexploited. We report small-molecule inhibitors of the HIV-1 protein Nef. In addition to expanding the anti-HIV arsenal, small-molecule inhibitors against untargeted HIV proteins could be used to dissect key events in the HIV lifecycle. Numerous incompletely characterized interactions between Nef and cellular ligands, for example, present a challenge to understanding molecular events during HIV progression to AIDS. Assays with phage-displayed Nef from HIV(NL4-3) were used to identify a series of guanidine alkaloid-based inhibitors of Nef interactions with p53, actin, and p56(lck). The guanidines, synthetic analogs of batzellidine and crambescidin natural products, inhibit the Nef-ligand interactions with IC(50) values in the low micromolar range. In addition, sensitive in vivo assays for Nef inhibition are reported. Although compounds that are effective in vitro proved to be too cytotoxic for cellular assays, the reported Nef inhibitors provide proof-of-concept for disrupting a new HIV target and offer useful leads for drug development.

Actins↗
PubMed2004

A phage display selection of engrailed homeodomain mutants and the importance of residue Q50.

Mutants of engrailed homeodomain (HD) that retain DNA-binding activity were isolated using a phage display selection. This selection was used to enrich for active DNA-binding clones from a complex library consisting of over a billion members. A more focused library of mutant homeodomains consisting of all possible amino acid combinations at two DNA-contacting residues (I47 and Q50) was constructed and screened for members capable of binding tightly and specifically to the engrailed consensus sequence, TAATTA. The isolated mutants largely recapitulated the distribution of amino acids found at these positions in natural homeodomains thus validating the in vitro selection conditions. In particular, the unequivocal advantage enjoyed by glutamine at residue 50 is surprising in light of reports that minimize the importance of this residue. Here, the subtle contributions of residue Q50 are demonstrated to play a functionally important role in specific recognition of DNA. These results highlight the complex subtlety of protein-DNA interactions, underscoring the value of the first reported in vitro selection of a homeodomain.

Binding Sites↗
PubMed2004

Dissecting the Engrailed homeodomain-DNA interaction by phage-displayed shotgun scanning.

Phage-displayed alanine shotgun scanning was used to dissect contributions by engrailed homedomain (En-HD) residues 17 through 46, which indirectly influence recognition of DNA. The relative contributions of such indirect contacts, quantified by shotgun scanning, highlight previously unexplored En-HD residues. Two motifs dominate En-HD function in this region. First, two surface-exposed aromatic residues (F20 and Y25) bracket the hydrophobic core. Second, two sets of turn-forming residues are highlighted, including carboxamide-requiring residues E22/N23 and a leucine/isoleucine splint. The En-HD hydrophobic core exhibits a surprising degree of malleability, as demonstrated by homolog shotgun scanning. Most selectants from in vitro shotgun scanning mirror the consensus human homeodomain sequence. Thus, natural evolution and in vitro selection use similar selection criteria: affinity, specificity, and stability. However, homolog shotgun scanning identified mutations capable of improving the affinity and specificity of En-HD.

Bacteriophages↗
PubMed2003

Comprehensive mutagenesis of the C-terminal domain of the M13 gene-3 minor coat protein: the requirements for assembly into the bacteriophage particle.

Filamentous bacteriophage assemble at the host membrane in a non-lytic process; the gene-3 minor coat protein (P3) is required for release from the membrane and subsequently, for recognition and infection of a new host. P3 contains at least three distinct domains: two N-terminal domains that mediate host recognition and infection, and a C-terminal domain (P3-C) that is required for release from the host cell following phage assembly and contributes to the structural stability of the phage particle. A comprehensive mutational analysis of the 150 residue P3-C revealed that only 24 side-chains, located within the last 70 residues of sequence, were necessary for efficient incorporation into a wild-type coat. The results reveal that the requirements for the assembly of P3 into the phage particle are quite lax and involve only a few key side-chains. These findings shed light on the functional and structural requirements for filamentous phage assembly, and they may provide guidelines for the engineering of improved coat proteins as scaffolds for phage display technology.

Amino Acid Sequence↗
PubMed2003

EF-Tu binding peptides identified, dissected, and affinity optimized by phage display.

The highly abundant GTP binding protein elongation factor Tu (EF-Tu) fulfills multiple roles in bacterial protein biosynthesis. Phage-displayed peptides with high affinity for EF-Tu were selected from a library of approximately 4.7 x 10(11) different peptides. The lack of sequence homology among the identified EF-Tu ligands demonstrates promiscuous peptide binding by EF-Tu. Homolog shotgun scanning of an EF-Tu ligand was used to dissect peptide molecular recognition by EF-Tu. All homolog shotgun scanning selectants bound to EF-Tu with higher affinity than the starting ligand. Thus, homolog shotgun scanning can simultaneously optimize binding affinity and rapidly provide detailed structure activity relationships for multiple side chains of a polypeptide ligand. The reported peptide ligands do not compete for binding to EF-Tu with various antibiotic EF-Tu inhibitors, and could identify an EF-Tu peptide binding site distinct from the antibiotic inhibitory sites.

Amino Acid Sequence↗
PubMed2003

Exploring biochemistry and cellular biology with protein libraries.

Polypeptide libraries cast a broad net for defining enzyme and binding protein specificities. In addition to uncovering rules for molecular recognition, the binding preferences and functional group tolerances from such libraries can reveal mechanisms underlying biochemical and cellular processes. Ligands obtained from protein libraries can also provide pharmaceutical lead compounds and even reagents to further explore cell biology. Here, we review selected recent examples of protein libraries demonstrating these principles. In particular, we focus on combinatorial libraries composed of randomized peptides or variations of a single protein. The characteristics of various techniques for library constructions and screening are also briefly surveyed.

Animals↗
PubMed2002

Dissecting the streptavidin-biotin interaction by phage-displayed shotgun scanning.

Shotgun scanning the streptavidin-biotin interaction identifies long-range hydrophobic interactions that contribute to one of the strongest naturally occurring noncovalent protein-ligand interactions. The femtomolar dissociation constant for this interaction makes it a useful model system to dissect the forces that govern high-affinity molecular recognition between proteins and small molecules. Shotgun scanning combines the diversity and in vitro binding selection of phage-displayed libraries with a binomial mutagenesis strategy. Libraries consist of proteins with the residues in multiple positions mutated to give a 1:1 ratio of alanine:wild type. Here, we use shotgun scanning to determine the functional contribution of the 38 C-terminal residues of streptavidin to the high-affinity interaction with biotin. The library pools were subjected to three rounds of selection for functional streptavidin variants that bind biotin and statistical analysis was used to assess side-chain contributions to biotin binding. The results demonstrate the utility of shotgun scanning for the dissection of receptor-small-molecule interactions. While shotgun scanning results were largely consistent with previous single-point, site-directed mutagenesis studies for residues in direct contact with biotin, residues distant from the biotin binding site have not previously been explored. Key streptavidin residues identified by shotgun scanning as contributors to the interaction with biotin include those with side chains that fill the beta barrel, residues at the tetramer interface, and second-sphere residues, which are reinforced by long-distance propagation of hydrophobic interactions.

Binding Sites↗
PubMed2002

A minimized M13 coat protein defines the requirements for assembly into the bacteriophage particle.

The M13 filamentous bacteriophage coat is a symmetric array of several thousand alpha-helical major coat proteins (P8) that surround the DNA core. P8 molecules initially reside in the host membrane and subsequently transition into their role as coat proteins during the phage assembly process. A comprehensive mutational analysis of the 50-residue P8 sequence revealed that only a small subset of the side-chains were necessary for efficient incorporation into a wild-type (wt) coat. In the three-dimensional structure of P8, these side-chains cluster into three functional epitopes: a hydrophobic epitope located near the N terminus and two epitopes (one hydrophobic and the other basic) located near the C terminus on opposite faces of the helix. The results support a model for assembly in which the incorporation of P8 is mediated by intermolecular interactions involving these functional epitopes. In this model, the N-terminal hydrophobic epitope docks with P8 molecules already assembled into the phage particle in the periplasm, and the basic epitope interacts with the acidic DNA backbone in the cytoplasm. These interactions could facilitate the transition of P8 from the membrane into the assembling phage, and the incorporation of a single P8 would be completed by the docking of additional P8 molecules with the second hydrophobic epitope at the C terminus. We constructed a minimized P8 that contained only nine non-Ala side-chains yet retained all three functional epitopes. The minimized P8 assembled into the wt coat almost as efficiently as wt P8, thus defining the minimum requirements for protein incorporation into the filamentous phage coat. The results suggest possible mechanisms of natural viral evolution and establish guidelines for the artificial evolution of improved coat proteins for phage display technology.

Bacteriophage M13↗