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1.
Biophys J ; 102(4): 927-33, 2012 Feb 22.
Article in English | MEDLINE | ID: mdl-22385864

ABSTRACT

Proteins are dynamic molecules whose function in virtually all biological processes requires conformational motion. Direct experimental probes of protein structure in solution are needed to characterize these motions. Anomalous scattering from proteins in solution has the potential to act as a precise molecular ruler to determine the positions of specific chemical groups or atoms within proteins under conditions in which structural changes can take place free from the constraints of crystal contacts. In solution, anomalous diffraction has two components: a set of cross-terms that depend on the relative location of the anomalous centers and the rest of the protein, and a set of pure anomalous terms that depend on the distances between the anomalous centers. The cross-terms are demonstrated here to be observable and to provide direct information about the distance between the anomalous center and the center of mass of the protein. The second set of terms appears immeasurably small in the context of current experimental capabilities. Here, we outline the theory underlying anomalous scattering from proteins in solution, predict the anomalous differences expected on the basis of atomic coordinate sets, and demonstrate the measurement of anomalous differences at the iron edge for solutions of myoglobin and hemoglobin.


Subject(s)
Hemoglobin A/chemistry , Myoglobin/chemistry , X-Ray Diffraction/methods , Animals , Humans , Solutions
2.
J Mol Biol ; 408(5): 909-21, 2011 May 20.
Article in English | MEDLINE | ID: mdl-21420976

ABSTRACT

Specific ligation states of hemoglobin are, when crystallized, capable of taking on multiple quaternary structures. The relationship between these structures, captured in crystal lattices, and hemoglobin structure in solution remains uncertain. Wide-angle X-ray solution scattering (WAXS) is a sensitive probe of protein structure in solution that can distinguish among similar structures and has the potential to contribute to these issues. We used WAXS to assess the relationships among the structures of human and bovine hemoglobins in different liganded forms in solution. WAXS data readily distinguished among the various forms of hemoglobins. WAXS patterns confirm some of the relationships among hemoglobin structures that have been defined through crystallography and NMR and extend others. For instance, methemoglobin A in solution is, as expected, nearly indistinguishable from HbCO A. Interestingly, for bovine hemoglobin, the differences between deoxy-Hb, methemoglobin and HbCO are smaller than the corresponding differences in human hemoglobin. WAXS data were also used to assess the spatial extent of structural fluctuations of various hemoglobins in solution. Dynamics has been implicated in allosteric control of hemoglobin, and increased dynamics has been associated with lowered oxygen affinity. Consistent with that notion, WAXS patterns indicate that deoxy-Hb A exhibits substantially larger structural fluctuations than HbCO A. Comparisons between the observed WAXS patterns and those predicted on the basis of atomic coordinate sets suggest that the structures of Hb in different liganded forms exhibit clear differences from known crystal structures.


Subject(s)
Carboxyhemoglobin/chemistry , Methemoglobin/chemistry , Scattering, Small Angle , Allosteric Regulation , Animals , Cattle , Crystallography, X-Ray , Humans , Models, Molecular , Solutions , X-Ray Diffraction
3.
J Struct Funct Genomics ; 7(1): 23-30, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16688392

ABSTRACT

We outline an expression strategy using Escherichia coli to obtain soluble components of a selected group of human proteins implicated in angiogenesis. These targets represent a heterogeneous group of proteins which for expression purposes were separated into cytoplasmic and helical membrane protein categories. Target selection was refined using a bioinformatic approach to generate a list of 50 experimental targets. A group consisting of forty-four cytoplasmic and signal-containing protein targets were amplified and cloned into multiple expression vectors. For this target category, we obtained 48% soluble expression products. In addition, we used a domain expression approach for six high molecular weight proteins predicted to contain membrane spanning helices to obtain soluble domain products. These results validate the utility of a bioinformatically driven high throughput approach to increase the number of soluble proteins or protein domains which can be used for multiple downstream applications.


Subject(s)
Angiogenesis Inducing Agents/metabolism , Escherichia coli , Gene Expression , Recombinant Proteins/biosynthesis , Escherichia coli/genetics , Escherichia coli/metabolism , Humans , Protein Structure, Secondary/genetics , Protein Structure, Tertiary/genetics , Recombinant Proteins/genetics , Solubility
4.
Chem Biol ; 11(10): 1431-43, 2004 Oct.
Article in English | MEDLINE | ID: mdl-15489170

ABSTRACT

A chemical genetics approach to functional analysis of gene products utilizes high-throughput target-based screens of compound libraries to identify ligands that modulate the activity of proteins of interest. Candidates are further screened using functional assays designed specifically for the protein--and function--of interest, suffering from the need to customize the assay to each protein. An alternative strategy is to utilize a probe to detect the structural changes that usually accompany binding of a functional ligand. Wide-angle X-ray scattering from proteins provides a means to identify a broad range of ligand-induced changes in secondary, tertiary, and quaternary structure. The speed and accuracy of data acquisition, combined with the label-free targets and binding conditions achievable, indicate that WAXS is well suited as a moderate-throughput assay in the detection and analysis of protein-ligand interactions.


Subject(s)
Protein Conformation , Alcohol Dehydrogenase/chemistry , Alcohol Dehydrogenase/metabolism , Carrier Proteins/chemistry , Carrier Proteins/metabolism , Crystallography, X-Ray/methods , Ligands , Maltose-Binding Proteins , Protein Binding , Protein Folding , Protein Structure, Tertiary , Scattering, Radiation , Solutions , Transferrin/chemistry , Transferrin/metabolism , X-Rays
5.
Comb Chem High Throughput Screen ; 4(7): 553-72, 2001 Nov.
Article in English | MEDLINE | ID: mdl-11562259

ABSTRACT

Affinity selection of peptides displayed on phage particles was used as the basis for mapping molecular contacts between small molecule ligands and their protein targets. Analysis of the crystal structures of complexes between proteins and small molecule ligands revealed that virtually all ligands of molecular weight 300 Da or greater have a continuous binding epitope of 5 residues or more. This observation led to the development of a technique for binding site identification which involves statistical analysis of an affinity-selected set of peptides obtained by screening of libraries of random, phage-displayed peptides against small molecules attached to solid surfaces. A random sample of the selected peptides is sequenced and used as input for a similarity scanning program which calculates cumulative similarity scores along the length of the putative receptor. Regions of the protein sequence exhibiting the highest similarity with the selected peptides proved to have a high probability of being involved in ligand binding. This technique has been employed successfully to map the contact residues in multiple known targets of the anticancer drugs paclitaxel (Taxol), docetaxel (Taxotere) and 2-methoxyestradiol and the glycosaminoglycan hyaluronan, and to identify a novel paclitaxel receptor [1]. These data corroborate the observation that the binding properties of peptides displayed on the surface of phage particles can mimic the binding properties of peptides in naturally occurring proteins. It follows directly that structural context is relatively unimportant for determining the binding properties of these disordered peptides. This technique represents a novel, rapid, high resolution method for identifying potential ligand binding sites in the absence of three-dimensional information and has the potential to greatly enhance the speed of development of novel small molecule pharmaceuticals.


Subject(s)
Bacteriophages/metabolism , Proteins/chemistry , Binding Sites , Indicators and Reagents , Ligands , Models, Molecular , Protein Conformation
6.
Pac Symp Biocomput ; : 532-41, 1999.
Article in English | MEDLINE | ID: mdl-10380225

ABSTRACT

The anti-cancer drug taxol is known to bind to and induce the polymerization of tubulin and has recently been shown to bind to the anti-apoptotic protein Bcl-2, but not to its homolog, Bcl-XL. Libraries of random peptides displayed on the surface of a bacteriophage were screened to select those exhibiting affinity for taxol. The sequences of these peptides were compared to sequences of proteins involved in mitosis and apoptosis. No significant similarities were detected between the sequences of tubulins and the taxol-selected peptides. However, a high level of similarity exists between the selected peptides and the disordered loop of Bcl-2. Conversely, there was little similarity between the sequences of the selected peptides and Bcl-XL. These results indicate that peptides displayed on the surface of a bacteriophage can mimic the ligand-binding behavior of a disordered protein loop and that comparison of the sequences of affinity-selected peptides with protein sequences can be predictive for ligand binding.


Subject(s)
Paclitaxel/chemistry , Paclitaxel/pharmacokinetics , Peptide Library , Peptides/chemistry , Proto-Oncogene Proteins c-bcl-2/chemistry , Proto-Oncogene Proteins c-bcl-2/metabolism , Amino Acid Sequence , Apoptosis , Bacteriophages , Binding Sites , Humans , Molecular Sequence Data , Peptides/metabolism , Sequence Alignment , Sequence Homology, Amino Acid , Software , Viral Proteins/chemistry , Viral Proteins/metabolism , bcl-X Protein
7.
Curr Opin Biotechnol ; 10(1): 87-93, 1999 Feb.
Article in English | MEDLINE | ID: mdl-10047512

ABSTRACT

Screening of phage-displayed libraries of proteins and peptides has, for nearly a decade, proven to be a highly effective method for finding much needed 'needles' in a vast molecular 'haystack'. Over the past year, it has been used to solve an increasing diversity of problems, including identification of binding motifs for much smaller targets and the use of novel screening methods to identify chemical activities.


Subject(s)
Bacteriophage M13/physiology , Bacteriophages/genetics , Biotechnology/methods , Peptide Library , Data Display , Gene Library , Models, Molecular , Molecular Mimicry , Viral Proteins/biosynthesis , Viral Proteins/genetics , Virus Replication
8.
J Mol Biol ; 285(1): 197-203, 1999 Jan 08.
Article in English | MEDLINE | ID: mdl-9878399

ABSTRACT

A random library of phage displayed peptides was screened for binding to a biotinylated derivative of paclitaxel (Taxol). Affinity-selected peptides were analyzed for similarity to human proteins. There was no significant similarity between the paclitaxel-selected peptides and tubulin. However, a subset of the peptides was identified that exhibits significant similarity to a non-conserved region of the anti-apoptotic human protein Bcl-2: ELISA assays confirmed binding of paclitaxel to Bcl-2, and circular dichroism spectroscopy demonstrated that a substantial conformational change accompanies this binding. In vivo, treatment with paclitaxel has been shown to lead to Bcl-2 inactivation with concomitant phosphorylation of residues in a disordered, regulatory loop region of the protein. Similarity between paclitaxel-selected peptides and this loop region implicate these residues in drug binding, and suggest that the apoptotic action of paclitaxel may involve the binding of paclitaxel to Bcl-2. These results demonstrate that peptides displayed on the surface of bacteriophage particles can mimic the ligand-binding properties of disordered regions of proteins.


Subject(s)
Antineoplastic Agents, Phytogenic/metabolism , Paclitaxel/metabolism , Proto-Oncogene Proteins c-bcl-2/metabolism , Amino Acid Sequence , Bacteriophages , Circular Dichroism , Consensus Sequence , Enzyme-Linked Immunosorbent Assay , Humans , Molecular Sequence Data , Peptide Library
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