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PubMed2005

Fabrication of protein function microarrays for systems-oriented proteomic analysis.

Protein microarrays have many potential applications in high-throughput analysis of protein function. However, simple, reproducible, and robust methods for array fabrication are required. Here we discuss the background to different routes to array fabrication and describe in detail one approach in which the purification and immobilization procedures are combined into a single step, dramatically simplifying the array fabrication process. We illustrate this approach by reference to the creation of an array of p53 variants, and discuss methods for assay and data analysis on such arrays.

Humans↗

PubMed2000

Regulation of protein function by native metastability.

In common globular proteins, the native form is in its most stable state. In contrast, each native form exists in a metastable state in inhibitory serpins (serine protease inhibitors) and some viral membrane fusion proteins. Metastability in these proteins is critical to their biological functions. Mutational analyses and structural examination have previously revealed unusual interactions, such as side-chain overpacking, buried polar groups, and cavities as the structural basis of the native metastability. However, the mechanism by which these structural defects regulate protein functions has not been elucidated. We report here characterization of cavity-filling mutations of alpha(1)-antitrypsin, a prototype serpin. Conformational stability of the molecule increased linearly with the van der Waals volume of the side chains. Increasing conformational stability is correlated with decreasing inhibitory activity. Moreover, the activity loss appears to correlate with the decrease in the rate of the conformational switch during complex formation with a target protease. These results strongly suggest that the native metastability of proteins is indeed a structural design that regulates protein functions.

Amino Acids↗

PubMed2006

Micro-scale open-tube capillary separations of functional proteins.

This article describes a novel technique whereby fully functional proteins or multiprotein complexes are efficiently extracted from biological samples to chemically derivatized walls of fused-silica open-tube capillary columns. Proteins are eluted with very high yields into elution volumes that are smaller in volume than the internal volume of the open-tube capillary column itself, thereby achieving 100-fold increases in target protein concentrations from starting samples of less than 1 ml. The open-tube capillary columns are designed for single use; combined with the physical and chemical characteristics of the open-tube capillary column, this provides exceptional purity to the eluted proteins. Affinity-based open-tube capillary columns are demonstrated here to purify, enrich, and maintain functionality for a monomeric and dimeric enzyme, a low-abundance HeLa nuclear complex, and a light-harvesting octadecameric membrane protein complex. The design of the open-tube capillary column allows for facile direction of the processed protein sample to any number of final detection techniques and is capable of generating final protein concentrations required for many structural biology experiments. The open-tube capillary columns are also characterized by exceptional ease of use. Current designs allow for up to 10 open-tube capillary columns to be applied simultaneously with no fundamental impediments to even greater parallel operation.

Bacterial Proteins↗

PubMed2001

Yeast Gga coat proteins function with clathrin in Golgi to endosome transport.

Gga proteins represent a newly recognized, evolutionarily conserved protein family with homology to the "ear" domain of the clathrin adaptor AP-1 gamma subunit. Yeast cells contain two Gga proteins, Gga1p and Gga2p, that have been proposed to act in transport between the trans-Golgi network and endosomes. Here we provide genetic and physical evidence that yeast Gga proteins function in trans-Golgi network clathrin coats. Deletion of Gga2p (gga2Delta), the major Gga protein, accentuates growth and alpha-factor maturation defects in cells carrying a temperature-sensitive allele of the clathrin heavy chain gene. Cells carrying either gga2Delta or a deletion of the AP-1 beta subunit gene (apl2Delta) alone are phenotypically normal, but cells carrying both gga2Delta and apl2Delta are defective in growth, alpha-factor maturation, and transport of carboxypeptidase S to the vacuole. Disruption of both GGA genes and APL2 results in cells so severely compromised in growth that they form only microcolonies. Gga proteins can bind clathrin in vitro and cofractionate with clathrin-coated vesicles. Our results indicate that yeast Gga proteins play an important role in cargo-selective clathrin-mediated protein traffic from the trans-Golgi network to endosomes.

ADP-Ribosylation Factors↗

PubMed2001

Domain shuffling as a tool for investigation of protein function: substitution of the cysteine-rich region of Raf kinase and PKC eta for that of yeast Pkc1p.

With the completion of the sequences of entire genomes, the need for functional characterisation of proteins and their domains is becoming acute. Conserved regions within proteins often share overlapping functions but despite this conservation may fulfil quite different tasks in different species. In this work, we investigated the cysteine-rich motif (C1 domain) of yeast protein kinase C (Pkc1p) as a model to establish a test system for domain function. C1 domains activate kinases through binding of either diacylglycerol and/or phosphatidylserine, as in many members of the protein kinase C (PKC) family, or by binding small GTPases, as in Raf kinase. In contrast to other members of the protein kinase C superfamily, Pkc1p of Saccharomyces cerevisiae is activated via binding of the small G-protein Rho1p to its C1 domain. We developed a system for domain shuffling to establish the function of C1 domains from human Raf kinase and rat PKC eta in yeast. Only the C1 domain from Raf kinase enabled the chimeric enzyme to bind Rho1p when substituted for the native yeast domain. Accordingly, a chimeric Pkc1p carrying the C1 from Raf kinase, but not that from PKC eta, was able to partially complement the phenotypes of a yeast pkc1 deletion mutant. We interpret these data as further evidence that interaction with a small GTPase is the main regulatory function of the C1 domain in yeast.

Amino Acid Motifs↗

PubMed2001

On the nature of a glassy state of matter in a hydrated protein: Relation to protein function.

Diverse biochemical and biophysical experiments indicate that all proteins, regardless of size or origin, undergo a dynamic transition near 200 K. The cause of this shift in dynamic behavior, termed a "glass transition," and its relation to protein function are important open questions. One explanation postulated for the transition is solidification of correlated motions in proteins below the transition. We verified this conjecture by showing that crambin's radius of gyration (Rg) remains constant below approximately 180 K. We show that both atom position and dynamics of protein and solvent are physically coupled, leading to a novel cooperative state. This glassy state is identified by negative slopes of the Debye-Waller (B) factor vs. temperature. It is composed of multisubstate side chains and solvent. Based on generalization of Adam-Gibbs' notion of a cooperatively rearranging region and decrease of the total entropy with temperature, we calculate the slope of the Debye-Waller factor. The results are in accord with experiment.

Crystallography, X-Ray↗

PubMed1993

Phosducin-like protein: an ethanol-responsive potential modulator of guanine nucleotide-binding protein function.

Acute and chronic exposure to ethanol produces specific changes in several signal transduction cascades. Such alterations in signaling are thought to be a crucial aspect of the central nervous system's adaptive response, which occurs with chronic exposure to ethanol. We have recently identified and isolated several genes whose expression is specifically induced by ethanol in neural cell cultures. The product of one of these genes has extensive sequence homology to phosducin, a phosphoprotein expressed in retina and pineal gland that modulates trimeric guanine nucleotide-binding protein (G protein) function by binding to G-protein beta gamma subunits. We identified from a rat brain cDNA library an isolate encoding the phosducin-like protein (PhLP), which has 41% identity and 65% amino acid homology to phosducin. PhLP cDNA is expressed in all tissues screened by RNA blot-hybridization analysis and shows marked evolutionary conservation on Southern hybridization. We have identified four forms of PhLP cDNA varying only in their 5' ends, probably due to alternative splicing. This 5'-end variation generates two predicted forms of PhLP protein that differ by 79 aa at the NH2 terminus. Treatment of NG108-15 cells for 24 hr with concentrations of ethanol seen in actively drinking alcoholics (25-100 mM) causes up to a 3-fold increase in PhLP mRNA levels. Induction of PhLP by ethanol could account for at least some of the widespread alterations in signal transduction and G-protein function that are known to occur with chronic exposure to ethanol.

Amino Acid Sequence↗

PubMed1997

Effects of reduced muscle glycogen concentration on force, Ca2+ release and contractile protein function in intact mouse skeletal muscle.

1. The purpose of this study was to examine the effects of reduced glycogen concentration on force, Ca2+ release and myofibrillar protein function during fatigue in skeletal muscle. Force and intracellular free Ca2+ concentration ([Ca2+]i) were measured in single mammalian skeletal muscle fibres during fatigue and recovery. Glycogen was measured in bundles of 20-40 fibres from the same muscle under the same conditions. 2. Fatigue was induced by repeated maximum tetani until force was reduced to 30% of initial. This was associated with a reduction in muscle glycogen to 27 +/- 6% of control values. In fibres allowed to recover for 60 min in the presence of 5.5 mM glucose (n = 6), tetanic (100 Hz) force recovered fully but tetanic [Ca2+]i remained at 82 +/- 8% of initial values. This prolonged depression in Ca2+ release was not associated with decreased muscle glycogen since glycogen had recovered to pre-fatigue levels (157 +/- 42%). 3. To examine the responses under conditions of reduced muscle glycogen concentration, fibres recovered from fatigue for 60 min in the absence of glucose (n = 6). After glucose-free recovery, the decreases in tetanic force and [Ca2+]i were only partially reversed (to 64 +/- 8% and 57 +/- 7% of initial values, respectively). These alterations were associated with a sustained reduction in muscle glycogen concentration (27 +/- 4% of initial values). 4. In another set of fibres, fatigue was followed by 50 Hz intermittent stimulation for 22.6 +/- 4 min. With this protocol, tetanic force and [Ca2+]i partially recovered to 76 +/- 9% and 55 +/- 6% of initial levels, respectively. These changes were associated with a recovery of muscle glycogen (to 85 +/- 10%). 5. During fatigue, Ca2+ sensitivity and maximum Ca(2+)-activated force (Fmax) were depressed but these alterations were fully reversed when muscle glycogen recovered. When glycogen did not recover, Ca2+ sensitivity remained depressed but Fmax partially recovered. The altered myofibrillar protein function is probably due to alterations in inorganic phosphate levels or other metabolites associated with reduced levels of muscle glycogen. 6. These data indicate that the reductions in force, Ca2+ release and contractile protein inhibition observed during fatigue are closely associated with reduced muscle glycogen concentration. These findings also suggest that the changes in Ca2+ release associated with fatigue and recovery have two components-one which is glycogen dependent and another which is independent of glycogen but depends on previous activity.

Animals↗

PubMed2004

Predicting protein functions with message passing algorithms.

MOTIVATION: In the last few years, a growing interest in biology has been shifting toward the problem of optimal information extraction from the huge amount of data generated via large-scale and high-throughput techniques. One of the most relevant issues has recently emerged that of correctly and reliably predicting the functions of a given protein with that of functions exploiting information coming from the whole network of proteins physically interacting with the functionally undetermined one. In the present work, we will refer to an 'observed' protein as the one present in the protein-protein interaction networks published in the literature. METHODS: The method proposed in this paper is based on a message passing algorithm known as Belief Propagation, which accepts the network of protein's physical interactions and a catalog of known protein's functions as input, and returns the probabilities for each unclassified protein of having one chosen function. The implementation of the algorithm allows for fast online analysis, and can easily be generalized into more complex graph topologies taking into account hypergraphs, i.e. complexes of more than two interacting proteins. RESULTS: Benchmarks of our method are the two Saccharomyces cerevisiae protein-protein interaction networks and the Database of Interacting Proteins. The validity of our approach is successfully tested against other available techniques. CONTACT: leone@isiosf.isi.it SUPPLEMENTARY INFORMATION: http://isiosf.isi.it/~pagnani

Algorithms↗

PubMed2004

Functional protein nanoarrays for biomarker profiling.

The use of microarrays for parallel screening of nucleic acid profiles has become an industry standard. Similar efforts for screening protein-protein interactions are gaining momentum, however, they remain limited by the requirement for relatively large sample volumes. One strategy for overcoming this problem is to significantly decrease the size and consequently the sample volume of the protein interaction assay. We report here on our progress over the last two years in the construction of ultraminiaturized, functional protein capture assays. Each one micron spot in these array-based assays covers less than 1/1000(th) of the surface area of a conventional microarray spot while still maintaining enough antibodies to provide a useful dynamic range. These nanoarray assays can be read by conventional optical fluorescence microscopy as well as by novel label-free methods such as atomic force microscopy. The size reduction realized by functional protein nanoarrays also creates opportunities for novel applications including highly multiplexed single cell analysis and integration with microfluidics and other "lab-on-a-chip" technologies.

Biomarkers↗

PubMed2006

Shiga toxin exposure modulates intestinal brush border membrane functional proteins in rabbit ileum.

The activities of lactase, sucrase and alkaline phosphatase (AP) were studied in intestinal brush border membranes of control and toxin-treated rabbits. Purified Shiga toxin (Stx) exposure to ileal mucosa inhibited activities of brush border enzymes by 50%. Kinetic analysis revealed that the observed decrease in BBM enzyme activities was due to reduced V(max) with no change in the affinity constants of the systems. The observed changes in enzyme activities were corroborated by Western Blot analysis of lactase, sucrase and AP. The mRNA levels encoding sucrase and lactase proteins in control and Shiga toxin-treated rabbit ileum did not show any change in the rabbit ileum. Histopathological analysis showed short, blunt villi with increased number of inflammatory cells in the lamina propria and extrusion of cells in to the lumen of Stx-treated rabbit ileum. The present findings suggest that Shiga toxin act by inhibiting protein synthesis of these brush border functional proteins beyond their transcriptional level and by the direct damage to intestinal epithelium, which could be implicated in the pathogenesis of diarrhea.

Alkaline Phosphatase↗

PubMed2004

Mediation of Af4 protein function in the cerebellum by Siah proteins.

We have established that the gene AF4, which had long been recognized as disrupted in childhood leukemia, also plays a role in the CNS. Af4 is mutated in the robotic mouse that is characterized by ataxia and Purkinje cell loss. To determine the molecular basis of this mutation, we carried out a yeast two-hybrid screen and show that Af4 binds the E3 ubiquitin ligases Drosophila seven in absentia (sina) homologues (Siah)-1a and Siah-2 in the brain. Siah-1a and Af4 are expressed in Purkinje cells and colocalize in the nucleus of human embryonic kidney 293T and P19 cells. In vitro binding assays and coimmunoprecipitation reveal a significant reduction in affinity between Siah-1a and robotic mutant Af4 compared with wild-type, which correlates with the almost complete abolition of mutant Af4 degradation by Siah-1a. These data strongly suggest that an accumulation of mutant Af4 occurs in the robotic mouse due to a reduction in its normal turnover by the proteasome. A significant increase in the transcriptional activity of mutant Af4 relative to wild-type was obtained in mammalian cells, suggesting that the activity of Af4 is controlled through Siah-mediated degradation. Another member of the Af4 family, Fmr2, which is involved in mental handicap in humans, binds Siah proteins in a similar manner. These results provide evidence that a common regulatory mechanism exists that controls levels of the Af4/Fmr2 protein family. The robotic mouse thus provides a unique opportunity to understand how these proteins play a role in disorders as diverse as leukemia, mental retardation, and neurodegenerative disease.

Amino Acid Sequence↗

PubMed1989

Characterization of the phage phi 29 protein p5 as a single-stranded DNA binding protein. Function in phi 29 DNA-protein p3 replication.

The phage phi 29 protein p5, required in vivo in the elongation step of phi 29 DNA replication, was highly purified from Escherichia coli cells harbouring a gene 5-containing plasmid and from phi 29-infected Bacillus subtilis. The protein was characterized as the gene 5 product by amino acid analysis and NH2-terminal sequence determination. The purified protein p5 was shown to bind to single-stranded DNA and to protect it against nuclease degradation. No effect of protein p5 was observed either on the formation of the p3-dAMP initiation complex or on the rate of elongation. However, protein p5 greatly stimulated phi 29 DNA-protein p3 replication at incubation times where the replication in the absence of p5 leveled off.

Amino Acids↗

PubMed1991

Protein secretion in Pseudomonas aeruginosa: the xcpA gene encodes an integral inner membrane protein homologous to Klebsiella pneumoniae secretion function protein PulO.

xcp mutations have pleiotropic effects on the secretion of proteins in Pseudomonas aeruginosa PAO. The nucleotide sequence of a 1.2-kb DNA fragment that complements the xcp-1 mutation has been determined. Sequence analysis shows the xcpA gene product to be a 31.8-kDa polypeptide, with a highly hydrophobic character. This is consistent with a localization in the cytoplasmic membrane in P. aeruginosa, determined after specific expression of the xcpA gene under control of the T7 phi 10 promoter. A very strong homology was found between XcpA and PulO, a membrane protein required for pullulanase secretion in Klebsiella pneumoniae. This suggests the existence of a signal sequence-dependent secretion process common to these two unrelated gram-negative bacteria.

Amino Acid Sequence↗

PubMed2006

Minimotif Miner: a tool for investigating protein function.

In addition to large domains, many short motifs mediate functional post-translational modification of proteins as well as protein-protein interactions and protein trafficking functions. We have constructed a motif database comprising 312 unique motifs and a web-based tool for identifying motifs in proteins. Functional motifs predicted by MnM can be ranked by several approaches, and we validated these scores by analyzing thousands of confirmed examples and by confirming prediction of previously unidentified 14-3-3 motifs in EFF-1.

14-3-3 Proteins↗

PubMed2003

Modeling protein functional properties from amino acid composition.

Physicochemical and functional properties of proteins were modeled as a function of the contributions of each of the 20 coded amino acids to three (z-scores) or five (extended z-scores) amino acid principal properties using partial least squares regression. The five term models were in all cases stronger in both fit and prediction than the three term models, indicating that useful information is contained in the fourth and fifth property scores. Models predicting protein hydrophobicity (R = 0.932), viscosity (R = 0.737), and foam capacity (R = 0.880) from amino acid composition rather than sequence were obtained. It is likely that additional functional and physicochemical properties of proteins can be modeled in this way.

Amino Acids↗

PubMed2003

Protein function classification via support vector machine approach.

Support vector machine (SVM) is introduced as a method for the classification of proteins into functionally distinguished classes. Studies are conducted on a number of protein classes including RNA-binding proteins; protein homodimers, proteins responsible for drug absorption, proteins involved in drug distribution and excretion, and drug metabolizing enzymes. Testing accuracy for the classification of these protein classes is found to be in the range of 84-96%. This suggests the usefulness of SVM in the classification of protein functional classes and its potential application in protein function prediction.

Amino Acid Sequence↗

PubMed2004

AnaGram: protein function assignment.

SUMMARY: AnaGram is a web service for protein function assignment based on identity detection of small significant fragments (protomotifs) that can act as modular pieces in peptide construction. The system is able to assign function by finding correlations between protomotifs and functional annotations contained in SWISS-PROT and Medline databases. In addition, function ontologies are used for hierarchical organization of the predicted functions. Extensive tests have been carried out to evaluate the accuracy and performance of the system. AVAILABILITY: http://jaguar.genetica.uma.es/anagram.htm

Algorithms↗