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1.
Protein co-evolution under structural and functional constraints necessitates the preservation of important interactions. Identifying functionally important regions poses many obstacles in protein engineering efforts. In this paper, we present a bioinformatics-inspired approach (residue correlation analysis, RCA) for predicting functionally important domains from protein family sequence data. RCA is comprised of two major steps: (i) identifying pairs of residue positions that mutate in a coordinated manner, and (ii) using these results to identify protein regions that interact with an uncommonly high number of other residues. We hypothesize that strongly correlated pairs result not only from contacting pairs, but also from residues that participate in conformational changes involved during catalysis or important interactions necessary for retaining functionality. The results show that highly mobile loops that assist in ligand association/dissociation tend to exhibit high correlation. RCA results exhibit good agreement with the findings of experimental and molecular dynamics studies for the three protein families that are analyzed: (i) DHFR (dihydrofolate reductase), (ii) cyclophilin, and (iii) formyl-transferase. Specifically, the specificity (percentage of correct predictions) in all three cases is substantially higher than those obtained by entropic measures or contacting residue pairs. In addition, we use our approach in a predictive fashion to identify important regions of a transmembrane amino acid transporter protein for which there is limited structural and functional information available. 相似文献
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Sumandea MP Pyle WG Kobayashi T de Tombe PP Solaro RJ 《The Journal of biological chemistry》2003,278(37):35135-35144
Cardiac Troponin T (cTnT) is one prominent substrate through which protein kinase C (PKC) exerts its effect on cardiomyocyte function. To determine the specific functional effects of the cTnT PKC-dependent phosphorylation sites (Thr197, Ser201, Thr206, and Thr287) we first mutated these residues to glutamate (E) or alanine (A). cTnT was selectively mutated to generate single, double, triple, and quadruple mutants. Bacterially expressed mutants were evaluated in detergent-treated mouse left ventricular papillary muscle fiber bundles where the endogenous troponin was replaced with a recombinant troponin complex containing either cTnT phosphorylated by PKC-alpha or a mutant cTnT. We simultaneously determined isometric tension development and actomyosin Mg-ATPase activity of the exchanged fiber bundles as a function of Ca2+ concentration. Our systematic analysis of the functional role of the multiple PKC phosphorylation sites on cTnT identified a localized region that controls maximum tension, ATPase activity, and Ca2+ sensitivity of the myofilaments. An important and novel finding of our study was that Thr206 is a functionally critical cTnT PKC phosphorylation residue. Its exclusive phosphorylation by PKC-alpha or replacement by Glu (mimicking phosphorylation) significantly decreased maximum tension, actomyosin Mg-ATPase activity, myofilament Ca2+ sensitivity, and cooperativity. On the other hand the charge modification of the other three residues together (T197/S201/T287-E) had no functional effect. Fibers bundles containing phosphorylated cTnT-wt (but not the T197/S201/T206/T287-E) exhibited a significant decrease of tension cost as compared with cTnT-wt. 相似文献
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Protein microarrays contain a defined set of proteins spotted and analyzed at high density, and can be generally classified into two categories; protein profiling arrays and functional protein arrays. Functional protein arrays can be made up of any type of protein, and therefore have a diverse set of useful applications. Advantages of these arrays include low reagent consumption, rapid interpretation of results, and the ability to easily control experimental conditions. The ultimate form of a functional protein array consists of all of the proteins encoded by the genome of an organism; such an array would be the whole proteome equivalent of the whole genome DNA arrays that are now available. While proteome microarrays may not have reached the stage of maturity of DNA microarrays, recent developments have shown that many of the barriers holding back the technology can be overcome. Arrays of this type have already been used to rapidly screen large numbers of proteins simultaneously for biochemical activities, protein-protein interactions, protein-lipid interactions, protein-nucleic acid interactions, and protein-small molecule interactions. Eventually, functional protein arrays will be used to facilitate various steps in the drug discovery and early development processes that are currently bottlenecks in the drug development continuum. 相似文献
5.
WRN interacts physically and functionally with the recombination mediator protein RAD52 总被引:1,自引:0,他引:1
Baynton K Otterlei M Bjørås M von Kobbe C Bohr VA Seeberg E 《The Journal of biological chemistry》2003,278(38):36476-36486
Werner syndrome (WS) is a premature aging disorder that predisposes affected individuals to cancer development. The affected gene, WRN, encodes an RecQ homologue whose precise biological function remains elusive. Altered DNA recombination is a hallmark of WS cells suggesting that WRN plays an important role in these pathways. Here we report a novel physical and functional interaction between WRN and the homologous recombination mediator protein RAD52. Fluorescence resonance energy transfer (FRET) analyses show that WRN and RAD52 form a complex in vivo that co-localizes in foci associated with arrested replication forks. Biochemical studies demonstrate that RAD52 both inhibits and enhances WRN helicase activity in a DNA structure-dependent manner, whereas WRN increases the efficiency of RAD52-mediated strand annealing between non-duplex DNA and homologous sequences contained within a double-stranded plasmid. These results suggest that coordinated WRN and RAD52 activities are involved in replication fork rescue after DNA damage. 相似文献
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Swint-Kruse L 《Biochemistry》2004,43(34):10886-10895
The vast increase in available data from the "-omics" revolution has enabled the fields of structural proteomics and structure prediction to make great progress in assigning realistic three-dimensional structures to each protein molecule. The challenge now lies in determining the fine structural details that endow unique functions to sequences that assume a common fold. Similar problems are encountered in understanding how distinct conformations contribute to different phases of a single protein's dynamic function. However, efforts are hampered by the complexity of these large, three-dimensional molecules. To overcome this limitation, structural data have been recast as two-dimensional networks. This analysis greatly reduces visual complexity but retains information about individual residues. Such diagrams are very useful for comparing multiple structures, including (1) homologous proteins, (2) time points throughout a dynamics simulation, and (3) functionally different conformations of a given protein. Enhanced structural examination results in new functional hypotheses to test experimentally. Here, network representations were key to discerning a difference between unliganded and inducer-bound lactose repressor protein (LacI), which were previously presumed to be identical structures. Further, the interface of unliganded LacI was surprisingly similar to that of the K84L variant and various structures generated by molecular dynamics simulations. Apo-LacI appears to be poised to adopt the conformation of either the DNA- or inducer-bound structures, and the K84L mutation appears to freeze the structure partway through the conformational transition. Additional examination of the effector binding pocket results in specific hypotheses about how inducer, anti-inducer, and neutral sugars exert their effects on repressor function. 相似文献
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We consider 12 event-related potentials and one electroencephalogram measure as disease-related traits to compare alcohol-dependent individuals (cases) to unaffected individuals (controls). We use two approaches: 1) two-way analysis of variance (with sex and alcohol dependency as the factors), and 2) likelihood ratio tests comparing sex adjusted values of cases to controls assuming that within each group the trait has a 2 (or 3) component normal mixture distribution. In the second approach, we test the null hypothesis that the parameters of the mixtures are equal for the cases and controls. Based on the two-way analysis of variance, we find 1) males have significantly (p < 0.05) lower mean response values than females for 7 of these traits. 2) Alcohol-dependent cases have significantly lower mean response than controls for 3 traits. The mixture analysis of sex-adjusted values of 1 of these traits, the event-related potential obtained at the parietal midline channel (ttth4), found the appearance of a 3-component normal mixture in cases and controls. The mixtures differed in that the cases had significantly lower mean values than controls and significantly different mixing proportions in 2 of the 3 components. Implications of this study are: 1) Sex needs to be taken into account when studying risk factors for alcohol dependency to prevent finding a spurious association between alcohol dependency and the risk factor. 2) Mixture analysis indicates that for the event-related potential "ttth4", the difference observed reflects strong evidence of heterogeneity of response in both the cases and controls. 相似文献
8.
Shedding (i.e. proteolysis of ectodomains of membrane proteins) plays an important pathophysiological role. In order to study the feasibility of identifying shed proteins, we analyzed serum-free media of human mammary epithelial cells by mass spectrometry following induction of shedding by the phorbol ester, 4 beta-phorbol 12-myristate 13-acetate (PMA). Different means of sample preparation, including biotinylation of cell surface proteins, isolation of glycosylated proteins, and preparation of crude protein fractions, were carried out to develop the optimal method of sample processing. The collected proteins were digested with trypsin and analyzed by reversed-phase capillary liquid chromatography interfaced to an ion-trap mass spectrometer. The resulting peptide spectra were interpreted using the program SEQUEST. Analyzing the sample containing the crude protein mixture without chemical modification or separation resulted in the greatest number of identifications, including putatively shed proteins. Overall, 45 membrane-associated proteins were identified including 22 that contain at least one transmembrane domain and 23 that indirectly associate with the extracellular surface of the plasma membrane. Of the 22 transmembrane proteins, 18 were identified by extracellular peptides providing strong evidence they originate from regulated proteolysis or shedding processes. We combined results from the different experiments and used a peptide count method to estimate changes in protein abundance. Using this approach, we identified two proteins, syndecan-4 and hepatoma-derived growth factor, whose abundances increased in media of cells treated with PMA. We also detected proteins whose abundances decreased after PMA treatment such as 78 kDa glucose-regulated protein and lactate dehydrogenase A. Further analysis using immunoblotting validated the abundance changes for syndecan-4 and 78 kDa glucose-regulated protein as a result of PMA treatment. These results demonstrate that tandem mass spectrometry can be used to identify shed proteins and to estimate changes in protein abundance. 相似文献
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Deepa Ramachandran Chuan Luo Tony S Ma John W Clark Jr 《Theoretical biology & medical modelling》2009,6(1):15-28
Background
Cardiac tamponade is a condition whereby fluid accumulation in the pericardial sac surrounding the heart causes elevation and equilibration of pericardial and cardiac chamber pressures, reduced cardiac output, changes in hemodynamics, partial chamber collapse, pulsus paradoxus, and arterio-venous acid-base disparity. Our large-scale model of the human cardiovascular-respiratory system (H-CRS) is employed to study mechanisms underlying cardiac tamponade and pulsus paradoxus. The model integrates hemodynamics, whole-body gas exchange, and autonomic nervous system control to simulate pressure, volume, and blood flow. 相似文献10.
A. Martínez 《Amino acids》1995,9(3):285-292
Summary Recombinant human tyrosine hydroxylase isozyme 1 (hTH1) shows a time- and concentration-dependent loss of catalytic activity when incubated with diethylpyrocarbonate (DEP) after reconstitution with Fe(II). The inactivation follows pseudo-first order kinetics with a second order rate constant of 300 M–1 min–1 at pH 6.8 and 20°C and is partially reversed by hydroxylamine. The difference absorption spectrum of the DEP-modified vs native enzyme shows a peak at 244 nm, characteristic of mono-N-carbethoxy-histidine. Up to five histidine residues are modified per enzyme subunit by a five-fold excess of the reagent, and two of them are protected from inactivation by the active site inhibitor dopamine. However, derivatization of only one residue appears to be responsible for the inactivation. Thus, no inactivation by DEP was found when the apoenzyme was preincubated with this reagent prior to its reconstitution with Fe(II), modifying four histidine residues.Abbreviations BH4
(6R)-l-erythro-tetrahydrobiopterin
- DEP
diethylpyrocarbonate
- DOPA
3,4-dihydroxyphenylalanine
- hTH1
human tyrosine hydroxylase isoenzyme 1
- apo-hTH1
apoenzyme of hTH1
- Fe(II)-hTH1
holoenzyme (iron reconstituted) of hTH1
- dopamine-Fe(III)-hTH1
holoenzyme of hTH1 with dopamine bound
- TH
tyrosine hydroxylase 相似文献
11.
Ulrike Obertegger Hilary A. Smith Giovanna Flaim Robert L. Wallace 《Hydrobiologia》2011,662(1):157-162
Ecological research is moving from a species-based to a functional-based approach to better understand the underlying principles
that govern community dynamics. Studies of functional-based ecology, however, have been limited for zooplankton and particularly
for rotifers. While rotifers show a variety of trophi types and coronal shapes, suggesting the importance of niche differentiation
in their feeding strategy, relatively little is known of how this relates to rotifer dynamics. We used the guild ratio (GR′,
a ratio of raptorial to microphagous species), an index based on a functional trait (i.e. feeding strategy), as a novel approach
to rotifer dynamics. We extracted the seasonal GR′ by using seasonal trend decomposition and investigated similarities between
study sites (Lake Washington, USA and Lake Caldonazzo, Italy) and its relation to cladocerans by cross-correlation analysis.
Our study indicated that (i) raptorial and microphagous rotifers showed alternating dominance, and that raptorial rotifers
and cladocerans had a synchronous pattern, (ii) the seasonal pattern of the GR′ was consistent across different sampling frequencies,
and (iii) the GR′ was similar in both lakes. We interpreted these patterns as the general strength of the GR′: discernment
of species–environment relationships and robustness across sampling regimes. The limitations of the GR′ (i.e. species identity
is neglected, simplification of food preferences) can also be seen as its strong point: synthesis of multi-species patterns.
In addition, the independence of GR′ from species-level identification and its potential to make use of datasets with infrequent
sampling intervals and low taxon resolution could further support its innovative aspect. 相似文献
12.
Novel approaches to map protein interactions 总被引:4,自引:0,他引:4
Figeys D 《Current opinion in biotechnology》2003,14(1):119-125
Although we now have the sequence of the human genome at hand, we face the challenge of assigning function to the identified genes. Genes usually ascribe their function through proteins, and the role of proteins is to interact with other molecules. Therefore, if we could map the interactions of proteins we would be able to understand protein function. The challenge of mapping protein interactions is vast and many novel approaches have recently been developed for this task using molecular biology, mass spectrometry and chemiproteomic techniques. 相似文献
13.
The problem of mapping the positions of the unique binding sitesof several monoclonal antibodies on a linear protein structureis considered. Data giving the incidence of binding of individualantibodies to fragments of the protein obtained from it by theincomplete chemical or enzymatic digestion are used to formulatea series of linear programming problems. The solution to theseproblems shows which orderings of binding sites are possible,and gives upper and lower bounds for the relative positionsof the sites. 相似文献
14.
HP1: a functionally multifaceted protein 总被引:5,自引:0,他引:5
HP1 (heterochromatin protein 1) is a nonhistone chromosomal protein first discovered in Drosophila melanogaster because of its association with heterochromatin. Numerous studies have shown that such a protein plays a role in heterochromatin formation and gene silencing in many organisms, including fungi and animals. Cytogenetic and molecular studies, performed in Drosophila and other organisms, have revealed that HP1 associates with heterochromatin, telomeres and multiple euchromatic sites. There is increasing evidence that the different locations of HP1 are related to multiple different functions. In fact, recent work has shown that HP1 has a role not only in heterochromatin formation and gene silencing, but also in telomere stability and in positive regulation of gene expression. 相似文献
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The roles of inversion and crossover recombination in determining the spacing between two functionally linked genes on an individual strand of DNA and the resulting genetic organization throughout the population is not well understood. We employ a computer simulation to look at the spacing between functionally linked genes after many generations of a population of haploid individuals, each with a single chromosome. Simulations show that inversion and crossover recombination combine to create four attractors in gene spacing. The two major attractors include one in which the linked genes are forced to be near each other and one in which the linked genes are forced to be separated by one third of the chromosome length. Multiplicative functional linkage between two linked genes also causes a decreased average spacing compared to additive and random functional linkage. 相似文献
17.
The Arabidopsis thaliana trichome development is a model system for understanding various aspects of plant cell development and differentiation. The C2H2 zinc finger proteins GIS, GIS2, and ZFP8 play important roles in controlling trichome initiation. In our recent study, we reported that a new C2H2 zinc finger protein, ZINC FINGER PROTEIN 5 (ZFP5), controls trichome cell development through GA signaling. ZFP5 acts upstream of GIS gene family and key trichome initiation regulators, and ZFP8 is the direct target gene of ZFP5. Here we show that ZFP5 encodes a protein functionally equivalent to GIS and GIS2 in controlling trichome initiation. Furthermore, similar to GIS2, ZFP5 is not involved in trichome branching. 相似文献
18.
Gunnarsson GH Gudmundsson B Thormar HG Alfredsson A Jonsson JJ 《Analytical biochemistry》2006,350(1):120-127
We describe two-dimensional strandness-dependent electrophoresis (2D-SDE) for quantification and length distribution analysis of single-stranded (ss) DNA fragments, double-stranded (ds) DNA fragments, RNA-DNA hybrids, and nicked DNA fragments in complex samples. In the first dimension nucleic acid molecules are separated based on strandness and length in the presence of 7 M urea. After the first-dimension electrophoresis all nucleic acid fragments are heat denatured in the gel. During the second-dimension electrophoresis all nucleic acid fragments are single-stranded and migrate according to length. 2D-SDE takes about 90 min and requires only basic skills and equipment. We show that 2D-SDE has many applications in analyzing complex nucleic acid samples including (1) estimation of renaturation efficiency and kinetics, (2) monitoring cDNA synthesis, (3) detection of nicked DNA fragments, and (4) estimation of quality and in vitro damage of nucleic acid samples. Results from 2D-SDE should be useful to validate techniques such as complex polymerase chain reaction, subtractive hybridization, cDNA synthesis, cDNA normalization, and microarray analysis. 2D-SDE could also be used, e.g., to characterize biological nucleic acid samples. Information obtained with 2D-SDE cannot be readily obtained with other methods. 2D-SDE can be used for preparative isolation of ssDNA fragments, dsDNA fragments, and RNA-DNA hybrids. 相似文献
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Grünbaum D 《The American naturalist》1998,151(2):97-113
ABSTRACT The success of most foragers is constrained by limits to their sensory perception, memory, and locomotion. However, a general and quantitative understanding of how these constraints affect foraging benefits, and the trade-offs they imply for foraging strategies, is difficult to achieve. This article develops foraging performance statistics to assess constraints and define trade-offs for foragers using biased random walk behaviors, a widespread class of foraging strategies that includes area-restricted searches, kineses, and taxes. The statistics are expected payoff and expected travel time and assess two components of foraging performance: how effectively foragers distinguish between resource-poor and resourcerich parts of their environments and how quickly foragers in poor parts of the environment locate resource concentrations. These statistics provide a link between mechanistic models of individuals' movement and functional responses, population-level models of forager distributions in space and time, and foraging theory predictions of optimal forager distributions and criteria for abandoning resource patches. Application of the analysis to area-restricted search in coccinellid beetles suggests that the most essential aspect of these predators's foraging strategy is the "turning threshold," the prey density at which ladybirds switch from slow to rapid turning. This threshold effectively determines whether a forager exploits or abandons a resource concentration. Foraging is most effective when the threshold is tuned to match physiological or energetic requirements. These performance statistics also help anticipate and interpret the dynamics of complex spatially and temporally varying forager-resource systems. 相似文献