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PubMed1990

Plastic adaptation toward mutations in proteins: structural comparison of thymidylate synthases.

The structure of thymidylate synthase (TS) from Escherichia coli was solved from cubic crystals with a = 133 A grown under reducing conditions at pH 7.0, and refined to R = 22% at 2.1 A resolution. The structure is compared with that from Lactobacillus casei solved to R = 21% at 2.3 A resolution. The structures are compared using a difference distance matrix, which identifies a common core of residues that retains the same relationship to one another in both species. After subtraction of the effects of a 50 amino acid insert present in Lactobacillus casei, differences in position of atoms correlate with temperature factors and with distance from the nearest substituted residue. The dependence of structural difference on thermal factor is parameterized and reflects both errors in coordinates that correlate with thermal factor, and the increased width of the energy well in which atoms of high thermal factor lie. The dependence of structural difference on distance from the nearest substitution also depends on thermal factors and shows an exponential dependence with half maximal effect at 3.0 A from the substitution. This represents the plastic accommodation of the protein which is parameterized in terms of thermal B factor and distance from a mutational change.

Amino Acid Sequence↗

PubMed1990

A helix-turn-strand structural motif common in alpha-beta proteins.

By exhaustive structural comparisons, we have found that about one-third of the alpha-helix-turn-beta-strand polypeptides in alpha-beta barrel domains share a common structural motif. The chief characteristics of this motif are that first, the geometry of the turn between the alpha-helix and the beta-strand is somewhat constrained, and second, the beta-strand contains a hydrophobic patch that fits into a hydrophobic pocket on the alpha-helix. The geometry of the turn does not seem to be a major determinant of the alpha-beta unit, because the turns vary in length from four to six residues. However, the motif does not occur when there are few constraints on the geometry of the turn-for instance, when the turns between the alpha-helix and the beta-strands are very long. It also occurs much less frequently in flat-sheet alpha-beta proteins, where the topology is much less regular and the amount of twist on the sheet varies considerably more than in the barrel proteins. The motif may be one of the basic building blocks from which alpha-beta barrels are constructed.

Alcohol Dehydrogenase↗

PubMed1995

A critical assessment of comparative molecular modeling of tertiary structures of proteins.

In spite of the tremendous increase in the rate at which protein structures are being determined, there is still an enormous gap between the numbers of known DNA-derived sequences and the numbers of three-dimensional structures. In order to shed light on the biological functions of the molecules, researchers often resort to comparative molecular modeling. Earlier work has shown that when the sequence alignment is in error, then the comparative model is guaranteed to be wrong. In addition, loops, the sites of insertions and deletions in families of homologous proteins, are exceedingly difficult to model. Thus, many of the current problems in comparative molecular modeling are minor versions of the global protein folding problem. In order to assess objectively the current state of comparative molecular modeling, 13 groups submitted blind predictions of seven different proteins of undisclosed tertiary structure. This assessment shows that where sequence identity between the target and the template structure is high (> 70%), comparative molecular modeling is highly successful. On the other hand, automated modeling techniques and sophisticated energy minimization methods fail to improve upon the starting structures when the sequence identity is low (approximately 30%). Based on these results it appears that insertions and deletions are still major problems. Successfully deducing the correct sequence alignment when the local similarity is low is still difficult. We suggest some minimal testing of submitted coordinates that should be required of authors before papers on comparative molecular modeling are accepted for publication in journals.

Amino Acid Sequence↗

PubMed1995

Evaluation of comparative protein modeling by MODELLER.

We evaluate 3D models of human nucleoside diphosphate kinase, mouse cellular retinoic acid binding protein I, and human eosinophil neurotoxin that were calculated by MODELLER, a program for comparative protein modeling by satisfaction of spatial restraints. The models have good stereochemistry and are at least as similar to the crystallographic structures as the closest template structures. The largest errors occur in the regions that were not aligned correctly or where the template structures are not similar to the correct structure. These regions correspond predominantly to exposed loops, insertions of any length, and non-conserved side chains. When a template structure with more than 40% sequence identity to the target protein is available, the model is likely to have about 90% of the mainchain atoms modeled with an rms deviation from the X-ray structure of approximately 1 A, in large part because the templates are likely to be that similar to the X-ray structure of the target. This rms deviation is comparable to the overall differences between refined NMR and X-ray crystallography structures of the same protein.

Amino Acid Sequence↗

PubMed1995

Threading a database of protein cores.

We present an analysis of 10 blind predictions prepared for a recent conference, "Critical Assessment of Techniques for Protein Structure Prediction." The sequences of these proteins are not detectably similar to those of any protein in the structure database then available, but we attempted, by a threading method, to recognize similarity to known domain folds. Four of the 10 proteins, as we subsequently learned, do indeed show significant similarity to then-known structures. For 2 of these proteins the predictions were accurate, in the sense that a similar structure was at or near the top of the list of threading scores, and the threading alignment agreed well with the corresponding structural alignment. For the best predicted model mean alignment error relative to the optimal structural alignment was 2.7 residues, arising entirely from small "register shifts" of strands or helices. In the analysis we attempt to identify factors responsible for these successes and failures. Since our threading method does not use gap penalties, we may readily distinguish between errors arising from our prior definition of the "cores" of known structures and errors arising from inherent limitations in the threading potential. It would appear from the results that successful substructure recognition depends most critically on accurate definition of the "fold" of a database protein. This definition must correctly delineate substructures that are, and are not, likely to be conserved during protein evolution.

Amino Acid Sequence↗

PubMed1995

Homology modeling by the ICM method.

Five models have been built by the ICM method for the Comparative Modeling section of the Meeting on the Critical Assessment of Techniques for Protein Structure Prediction. The targets have homologous proteins with known three-dimensional structure with sequence identity ranging from 25 to 77%. After alignment of the target sequence with the related three-dimensional structure, the modeling procedure consists of two subproblems: side-chain prediction and loop prediction. The ICM method approaches these problems with the following steps: (1) a starting model is created based on the homologous structure with the conserved portion fixed and the nonconserved portion having standard covalent geometry and free torsion angles; (2) the Biased Probability Monte Carlo (BPMC) procedure is applied to search the subspaces of either all the nonconservative side-chain torsion angles or torsion angles in a loop backbone and surrounding side chains. A special algorithm was designed to generate low-energy loop deformations. The BPMC procedure globally optimizes the energy function consisting of ECEPP/3 and solvation energy terms. Comparison of the predictions with the NMR or crystallographic solutions reveals a high proportion of correctly predicted side chains. The loops were not correctly predicted because imprinted distortions of the backbone increased the energy of the near-native conformation and thus made the solution unrecognizable. Interestingly, the energy terms were found to be reliable and the sampling of conformational space sufficient. The implications of this finding for the strategies of future comparative modeling are discussed.

Antibodies, Anti-Idiotypic↗

PubMed1995

Homology modeling of histidine-containing phosphocarrier protein and eosinophil-derived neurotoxin: construction of models and comparison with experiment.

Homology modeling methods have been used to construct models of two proteins--the histidine-containing phosphocarrier protein (HPr) from Mycoplasma capricolum and human eosinophil-derived neurotoxin (EDN). Comparison of the models with the subsequently determined X-ray crystal structures indicates that the core regions of both proteins are reasonably well reproduced, although the template structures are closer to the X-ray structures in these regions--possible enhancements are discussed. The conformations of most of the side chains in the core of HPr are well reproduced in the modeled structure. As expected, the conformations of surface side chains in this protein differ significantly from the X-ray structure. The loop regions of EDN were incorrectly modeled--reasons for this and possible enhancements are discussed.

Algorithms↗

PubMed1995

Evaluation of current techniques for ab initio protein structure prediction.

The results of a protein structure prediction contest are reviewed. Twelve different groups entered predictions on 14 proteins of known sequence whose structures had been determined but not yet disseminated to the scientific community. Thus, these represent true tests of the current state of structure prediction methodologies. From this work, it is clear that accurate tertiary structure prediction is not yet possible. However, protein fold and motif prediction are possible when the motif is recognizable similar to another known structure. Internal symmetry and the information inherent in an aligned family of homologous sequences facilitate predictive efforts. Novel folds remain a major challenge for prediction efforts.

Amino Acid Sequence↗

PubMed1995

Ab initio structure prediction for small polypeptides and protein fragments using genetic algorithms.

Ab initio folding simulations have been performed on three peptides, using a genetic algorithm-based search method which operates on a full atom representation. Conformations are evaluated with an empirical force field parameterized by a potential of mean force analysis of experimental structures. The dominant terms in the force field are local and nonlocal main chain electrostatics and the hydrophobic effect. Two of the simulated structures were for fragments of complete proteins (eosinophil-derived neurotoxin (EDN) and the subtilisin propeptide) that were identified as being likely initiation sites for folding. The experimental structure of one of these (EDN) was subsequently found to be consistent with that prediction (using local hydrophobic burial as the determinant for independent folding). The simulations of the structures of these two peptides were only partly successful. The most successful folding simulation was that of a 22-residue peptide corresponding to the membrane binding domain of blood coagulation factor VIII (Membind). Three simulations were performed on this peptide and the lowest energy conformation was found to be the most similar to the experimental structure. The conformation of this peptide was determined with a C alpha rms deviation of 4.4 A. Although these simulations were partly successful there are still many unresolved problems, which we expect to be able to address in the next structure prediction experiment.

Algorithms↗

PubMed1995

Atomic and residue hydrophilicity in the context of folded protein structures.

Water-protein interactions drive protein folding, stabilize the folded structure, and influence molecular recognition and catalysis. We analyzed the closest protein contacts of 10,837 water molecules in crystallographic structures to define a specific hydrophilicity scale reflecting specific rather than bulk solvent interactions. The tendencies of different atom and residue types to be the nearest protein neighbors of bound water molecules correlated with other hydrophobicity scales, verified the relevance of crystallographically determined water positions, and provided a direct experimental measure of water affinity in the context of the folded protein. This specific hydrophilicity was highly correlated with hydrogen-bonding capacity, and correlated better with experimental than computationally derived measures of partitioning between aqueous and organic phases. Atoms with related chemistry clustered with respect to the number of bound water molecules. Neutral and negatively charged oxygen atoms were the most hydrophilic, followed by positively-charged then neutral nitrogen atoms, followed by carbon and sulfur atoms. Agreement between observed side-chain specific hydrophilicity values and values derived from the atomic hydrophilicity scale showed that hydrophilicity values can be synthesized for different functional groups, such as unusual side or main chains, discontinuous epitopes, and drug molecules. Two methods of atomic hydrophilicity analysis provided a measure of complementarity in the interfaces of trypsin:pancreatic trypsin inhibitor and HIV protease:U-75875 inhibitor complexes.

Amino Acids↗

PubMed1986

Multistep modeling (MSM) of biomolecular structure application to the A-G mispair in the B-DNA environment.

A multistep modeling procedure has been evolved to study the structural changes introduced by lesions in DNA. We report here the change in the structure of regular B-DNA geometry due to the incorporation of Ganti-Aanti mispair in place of a regular G-C pair, preserving the helix continuity. The energetics of the structure so obtained is compared with the Ganti-Asyn configuration under similar constrained conditions. We present the methodology adopted and discuss the results.

Computer Graphics↗

PubMed1986

Multistep modeling of protein structure: application to bungarotoxin.

Modelling of bungarotoxin in atomic details is presented in this article. The model-building procedure utilizes the low-resolution crystal coordinates of the c-alpha atoms of bungarotoxin, sequence homology within the neurotoxin family, as well as high-resolution x-ray diffraction data of cobratoxin and erabutoxin. Our model-building procedure involves: (a) principles of comparative modelling, (b) embedding procedures of distance geometry, and (c) use of molecular mechanics for optimizing packing. The model is not only consistent with the c-alpha coordinates of crystal structure, but also agrees with solution conformational features of the triple-stranded beta sheet as observed by NOE measurements.

Bungarotoxins↗

PubMed1993

The function of tyrosine 74 of cytochrome b5.

Tyrosine 74, which is part of a hydrophobic patch on the surface of rat cytochrome b5, also forms van der Waals contacts with the heme prosthetic group of the protein. In addition it is a member of an aromatic network of amino acids which includes Phe-35 and the axial ligand, His-39. Because of its strategic location in the protein, the Tyr-74 residue was mutated to a lysine in order to investigate how it affected the interaction of heme with the protein and whether it might be an alternative binding site and an electron transfer path which cytochrome b5 would use with its amphipathic electron transfer partners cytochrome P450 and its corresponding NADPH cytochrome P450 reductase. The mutant protein receives electrons from NADPH cytochrome P450 reductase and provides the second electron to cytochrome P450 to catalyze the metabolism of methoxyflurane, a substrate which requires cytochrome b5 for its metabolism, at the same rate as the wild type protein. The Tyr74Lys mutant exhibits a normal redox potential and spectroscopic properties identical to those of the wild type protein. Under equilibrium conditions in the presence of urea, heme dissociation and denaturation occur simultaneously with a free energy of 3.4 kcal/mol. The free energy of activation of heme dissociation from the wild type protein is 22.7 kcal/mol. The free energy and free energy of activation of the Tyr74Lys mutant are 1.4 kcal/mol less than the wild type values, indicating that the mutant binds heme 10-fold less tightly and dissociates heme 10 times faster than the wild type protein. Heme transfer experiments demonstrate that heme spontaneously dissociates 6 times faster from the mutant than the wild type protein (t1/2 = 1.9 and 11.5 h, respectively). The most likely conformation of Lys-74 in the mutant protein was determined by calculating the Lys-74 rotamer with the minimal energy using an energy-based conformation search method. This conformation was subsequently modeled on the computer graphics. Not unexpectedly, the side chain of Lys-74 is shifted toward the surface of the protein to allow solvation of the positive charge on the epsilon amino group of lysine. This movement of the lysine residue results in the formation of a cavity on the surface of the cytochrome b5 molecule, which exposes a heme methyl and vinyl group to aqueous solvent thereby destabilizing the binding between the protein and its hydrophobic prosthetic heme group.

Animals↗

PubMed1994

Effects of hand and age upon abductive and adductive movements: a kinematic analysis.

Older and younger dextral subjects performed targeting movements to left and right with their preferred and nonpreferred hands upon a computer graphics tablet. Kinematic analysis revealed that older subjects produced larger constant errors than younger, paused more, and differed from younger individuals in a number of ways with respect to adductive/abductive asymmetries. The right hand was associated with shorter stroke durations and higher peak velocities, and both shorter times to peak velocity and from peak velocity to zero, suggesting superior ballistic preprogramming by the preferred right hand which was also more accurate. While both hands showed small abductive superiorities in terms of peak velocity and time from peak to zero, the largest directional asymmetries, stroke duration, showed leftward superiorities by both hands. We cannot therefore conclude either that experience with the rightward patterns of writing or that a reported tendency towards mirror-symmetrical movements by the two hands can account for the present results. Rather a right-hemisphere mediation of visually directed movements into left hemispace, along with a left-hemisphere mediation of fast, precise, temporal sequencing may jointly determine observable asymmetries. These may appear as a vector representing the opposing contributions of the two specialized hemispheres.

Adolescent↗

PubMed1997

The digital anatomist information system and its use in the generation and delivery of Web-based anatomy atlases.

Advances in network and imaging technology, coupled with the availability of 3-D datasets such as the Visible Human, provide a unique opportunity for developing information systems in anatomy that can deliver relevant knowledge directly to the clinician, researcher or educator. A software framework is described for developing such a system within a distributed architecture that includes spatial and symbolic anatomy information resources, Web and custom servers, and authoring and end-user client programs. The authoring tools have been used to create 3-D atlases of the brain, knee and thorax that are used both locally and throughout the world. For the one and a half year period from June 1995-January 1997, the on-line atlases were accessed by over 33,000 sites from 94 countries, with an average of over 4000 "hits" per day, and 25,000 hits per day during peak exam periods. The atlases have been linked to by over 500 sites, and have received at least six unsolicited awards by outside rating institutions. The flexibility of the software framework has allowed the information system to evolve with advances in technology and representation methods. Possible new features include knowledge-based image retrieval and tutoring, dynamic generation of 3-D scenes, and eventually, real-time virtual reality navigation through the body. Such features, when coupled with other on-line biomedical information resources, should lead to interesting new ways for managing and accessing structural information in medicine.

Anatomy↗

PubMed2000

The polysomnogram assay: a method to represent the overnight polysomnogram in a condensed format.

We present the polysomnogram assay (PSGA), a new representation format for the polysomnogram (PSG), designed to assist in the interpretation of overnight PSG studies. The technique condenses the PSG record by a factor of 30 while preserving the ability to portray PSG features of diagnostic relevance, including sleep architecture, arousals, movement, leg jerks, cyclic alternating pattern, and increased breathing effort. The PSGA patterns associated with these events are described and illustrated by examples. The new format considerably reduces the effort required to evaluate sleep quality and continuity, making it more practicable for the polysomnographer to interpret the entire overnight PSG study. The compressed time scale also facilitates analysis of relatively long PSG episodes and allows assessment of signal activity surrounding critical PSG events. The PSGA appears capable of improving identification of arousals, leg jerks, and upper airway resistance, and may be especially amenable for automatic analysis of PSG data.

Airway Resistance↗

PubMed2001

A knowledge-based, concept-oriented view generation system for clinical data.

Information overload is a well-known problem for clinicians who must review large amounts of data in patient records. Concept-oriented views, which organize patient data around clinical concepts such as diagnostic strategies and therapeutic goals, may offer a solution to the problem of information overload. However, although concept-oriented views are desirable, they are difficult to create and maintain. We have developed a general-purpose, knowledge-based approach to the generation of concept-oriented views and have developed a system to test our approach. The system creates concept-oriented views through automated identification of relevant patient data. The knowledge in the system is represented by both a semantic network and rules. The key relevant data identification function is accomplished by a rule-based traversal of the semantic network. This paper focuses on the design and implementation of the system; an evaluation of the system is reported separately.

Artificial Intelligence↗

PubMed1995

High-affinity antigen binding by chelating recombinant antibodies (CRAbs).

We have developed a strategy for making antibody fragments with high binding affinities by harnessing the chelate effect. We create a bispecific antibody fragment (Chelating Recombinant Antibody or CRAb) that recognizes adjacent and non-overlapping epitopes of the target antigen, and is flexible enough to bind to both epitopes simultaneously. Here the strategy is illustrated with two antibodies that form complexes of known three-dimensional structure against different epitopes of lysozyme. Computer graphic modelling indicated that two single-chain antibody fragments (scFv) derived from antibodies D1.3 (Ka = 10(8) M-1) and mutant HyHEL-10 (Ka = 10(6) M-1) could be linked together on the surface of lysozyme by a flexible and hydrophilic polypeptide between the C terminus of one fragment and the N terminus of the other. The CRAb gene was assembled and the CRAb expressed by secretion from bacteria. The purified CRAb was shown to have a much higher affinity than either of the scFv fragments, as shown by competition ELISA (Kd > 10(9) M-1), bandshift on gels (Ka > 2 x 10(9) M-1) and fluorescence quench (Ka > 1.3 x 10(10) M-1).

Amino Acid Sequence↗