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PubMed2006

Specificity of molecular interactions in transient protein-protein interaction interfaces.

In this study, we investigate what types of interactions are specific to their biological function, and what types of interactions are persistent regardless of their functional category in transient protein-protein heterocomplexes. This is the first approach to analyze protein-protein interfaces systematically at the molecular interaction level in the context of protein functions. We perform systematic analysis at the molecular interaction level using classification and feature subset selection technique prevalent in the field of pattern recognition. To represent the physicochemical properties of protein-protein interfaces, we design 18 molecular interaction types using canonical and noncanonical interactions. Then, we construct input vector using the frequency of each interaction type in protein-protein interface. We analyze the 131 interfaces of transient protein-protein heterocomplexes in PDB: 33 protease-inhibitors, 52 antibody-antigens, 46 signaling proteins including 4 cyclin dependent kinase and 26 G-protein. Using kNN classification and feature subset selection technique, we show that there are specific interaction types based on their functional category, and such interaction types are conserved through the common binding mechanism, rather than through the sequence or structure conservation. The extracted interaction types are C(alpha)-- H...O==C interaction, cation...anion interaction, amine...amine interaction, and amine...cation interaction. With these four interaction types, we achieve the classification success rate up to 83.2% with leave-one-out cross-validation at k = 15. Of these four interaction types, C(alpha)--H...O==C shows binding specificity for protease-inhibitor complexes, while cation-anion interaction is predominant in signaling complexes. The amine ... amine and amine...cation interaction give a minor contribution to the classification accuracy. When combined with these two interactions, they increase the accuracy by 3.8%. In the case of antibody-antigen complexes, the sign is somewhat ambiguous. From the evolutionary perspective, while protease-inhibitors and sig-naling proteins have optimized their interfaces to suit their biological functions, antibody-antigen interactions are the happenstance, implying that antibody-antigen complexes do not show distinctive interaction types. Persistent interaction types such as pi...pi, amide-carbonyl, and hydroxyl-carbonyl interaction, are also investigated. Analyzing the structural orientations of the pi...pi stacking interactions, we find that herringbone shape is a major configuration in transient protein-protein interfaces. This result is different from that of protein core, where parallel-displaced configurations are the major configuration. We also analyze overall trend of amide-carbonyl and hydroxyl-carbonyl interactions. It is noticeable that nearly 82% of the interfaces have at least one hydroxyl-carbonyl interactions.

Animals↗
PubMed2006

Predisposition of the dark state of rhodopsin to functional changes in structure.

As the only member of the family of G-protein-coupled receptors for which atomic coordinates are available, rhodopsin is widely studied for insight into the molecular mechanism of G-protein-coupled receptor activation. The currently available structures refer to the inactive, dark state, of rhodopsin, rather than the light-activated metarhodopsin II (Meta II) state. A model for the Meta II state is proposed here by analyzing elastic network normal modes in conjunction with experimental data. Key mechanical features and interactions broken/formed in the proposed model are found to be consistent with the experimental data. The model is further tested by using a set of Meta II fluorescence decay rates measured to empirically characterize the deactivation of rhodopsin mutants. The model is found to correctly predict 93% of the experimentally observed effects in 119 rhodopsin mutants for which the decay rates and misfolding data have been measured, including a systematic analysis of Cys-->Ser replacements reported here. Based on the detailed comparison between model and experiments, a cooperative activation mechanism is deduced that couples retinal isomerization to concerted changes in conformation, facilitated by the intrinsic dynamics of rhodopsin. A global hinge site is identified near the retinal-binding pocket that ensures the efficient propagation of signals from the central transmembrane region to both cytoplasmic and extracellular ends. The predicted activation mechanism opens the transmembrane helices at the critical G-protein binding cytoplasmic domain. This model provides a detailed, mechanistic description of the activation process, extending experimental observations and yielding new insights for further tests.

Algorithms↗
PubMed2001

Protein design and folding: template trapping of self-assembled helical bundles.

An experimental system is described, permitting a detailed and systematic analysis of the factors governing self-assembly of amphipathic helices, e.g. to a four-helical bundle, a subject of major relevance for tertiary structure formation, protein folding and design. Following the Template Assembled Synthetic Proteins (TASP) approach, helices of different packing potential are competitively assembled in solution with a preformed two-helix TASP molecule, and after equilibration are covalently attached ('template trapping') via chemoselective thioether formation. The quantitative analysis of the individual TASP molecules by high performance liquid chromatography (HPLC) and electrospray mass spectrometry (ES-MS) allows the delineation of the role of complementary packing in helix bundle formation. The procedure established represents a general tool for the experimental verification of modern concepts in molecular recognition.

Amino Acid Sequence↗
PubMed2004

Rapid and selective identification of molecular species in phosphatidylcholine and sphingomyelin by conditional neutral loss scanning and MS3.

Analyses of molecular species of phospholipids containing choline (Ch), such as phosphatidylcholine (PC) and sphingomyelin (SM), are reported. Neutral loss scanning was applied for the selective detection of these lipids using a quadrupole-linear ion trap mass spectrometer. By using ammonium formate as an elution buffer, both PC and SM were detected as [M+HCOO]- ions in the negative ion mode. Upon collisional activation, the [M+HCOO]- adduct ions underwent facile elimination of HCO2, to yield an ion which, in turn, readily underwent collisional-induced dissociation (CID) to eliminate CH3 to yield an [M-CH3]- ion. By selecting the proper conditions for scanning for neutral loss of 60 Da (HCO2+CH3), SM species were identified separately from PCs. Further, by selection of this [M-CH3]- ion as the precursor ion, the identities of the fatty acyl chains of PC species can be effectively obtained by MS3 experiments. Furthermore, by the MS3 analyses of [M-CH3]- specifically obtained from SM molecules, identification of sphingosine or sphinganine derivatives and their N-acyl species can also be effectively obtained. This systematic analysis of PCs and SMs by conditional neutral loss scanning, with subsequent analyses by MS3, using a linear ion trap mass spectrometer in the negative ion mode, appears to be a very effective and sensitive method. Further, MS/MS in the positive ion mode at relatively low collision energy was also effective for the identification of positional specificities in individual molecular PC species from their lysoPC-related fragments. The present paper deals only with qualitative identification of individual molecular species, and the related quantitative studies are now underway.

Animals↗
PubMed1990

The relationship between megakaryocyte nuclear DNA content and gene expression.

Megakaryocytes are a distinct population of bone marrow cells that have the unique feature of increasing their DNA content without undergoing division. The biological effect of ploidy distribution on gene expression, receptor expression and protein synthesis is still unknown. Using molecular hybridization techniques, we have started a systematic analysis of mRNA expression in megakaryocytes for a number of proteins involved in clot formation. These data will be related to ploidy. Platelets are the unnucleated product of megakaryocytes, having their protein content derived from the precursor cell. Therefore, the understanding of the molecular mechanisms regulating megakaryocyte biology and the consequent type and reactivity of platelets produced is of fundamental importance in both physiological and pathological conditions.

Blood Proteins↗
PubMed1996

Optimization of radioligand binding and radioimmuno assays.

Radioligand binding assay (RLA) and radioimmunoassay (RIA) development involves consideration of a large number variables which influence signal readout or system errors, with contrary effects on assay performance. We have developed an optimization strategy according to statistical criteria which incorporates these variables and which specifies a minimum data set for a systematic analysis. Increased background and error fractions are seen to reduce assay power, whereas increased specific activity, affinity, and counting time increase power. The optimal concentration of radiolabeled developer in the test is dependent upon a balance of these factors, but in general yields a broad optimum. These analyses suggest several strategies available to the investigator for improving assay performance. The optimization method is adapted to standard microcomputer spreadsheet formats which allow ready application of these procedures in any research laboratory.

Models, Chemical↗
PubMed1997

Molecular cloning and expression of a novel human aquaporin from adipose tissue with glycerol permeability.

In a systematic analysis of genes expressed in human adipose tissue, we detected a novel gene that is expressed uniquely in adipose tissue. The sequence showed that it encodes a 342-amino-acid protein containing six putative transmembrane domains, and is a new member of the aquaporin family of water-selective membrane channels. We named this gene aquaporin 9. It features a cyclic-AMP protein kinase phosphorylation consensus site in the NH3-terminal domain. Expression of the cRNA in Xenopus oocytes yielded a 7-fold increase in osmotic water permeability blocked by 0.3 mM HgCl2, and also facilitated the uptake of glycerol. Northern blot analysis demonstrated that the mRNA is abundant in adipose tissue, but not in other tissues. Thus, this gene product may participate in glycerol transport in adipocytes.

Adipose Tissue↗
PubMed1998

Using discriminant function for prediction of subcellular location of prokaryotic proteins.

The discriminant function algorithm was introduced to predict the subcellular location of proteins in prokaryotic organisms from their amino-acid composition. The rate of correct prediction for the three possible subcellular locations of prokaryotic proteins studied by Reinhardt and Hubbard (Nucleic Acid Research, 1998, 26:2230-2236) was 90% by the self-consistency test, and 87% by the jackknife test. These rates are considerably higher than the results recently reported by them using the neural network method. Furthermore, the test procedure adopted here is also more rigorous. The core of the current algorithm is the covariance matrix, through which the collective interactions among different amino-acid components of a protein can be reflected. It is anticipated that, owing to the intimate correlation of the function of a protein with its subcellular location, the current algorithm will become a useful tool for the systematic analysis of genome data.

Algorithms↗
PubMed1995

The evolution of haematopoietic cytokine/receptor complexes.

The evolutionary expansion of the haematopoietic cytokines and their receptors is characterized by the duplication of both cytokines and receptors. A systematic analysis of primary sequence homology indicates that receptors for gp130-associated cytokines group into signal transducing and non-signal transducing receptors. This observation is consistent with the evolution of the interleukins 6, 11 and 12, granulocyte colony stimulating factor (G-CSF), leukemia inhibitory factor (LIF), oncostatin M, and the ciliary neurotrophic factor complexes from a common ancestral complex which included a homodimer of gp130-like signalling receptors and an interleukin 6 receptor-like non-signalling receptor. Alterations in the components of the complex are proposed to have arisen by receptor duplication and divergence to allow signal transduction via a LIF receptor/gp130 heterodimer, and loss of the non-signalling receptor component in the G-CSF and the LIF lineage. The short-chain haematopoietins and their receptors do not group clearly, although interleukins 4 and 13 grouped together, as did 2 and 10. Internal duplication of the ligand-binding domain appears to have occurred independently in three separate lineages. These observations have implications for the classification of cytokines and receptors, and for the modelling by homology of their structures and interactions.

Amino Acid Sequence↗
PubMed1998

Association of autonomous replication activity with replication origins in a human chromosome.

A systematic analysis of the correlation of autonomous replication activity with initiation of replication in a human chromosome was performed. The temporal order of replication of segments in a pericentric 320-kb MEN203 locus on human chromosome 10 (10q11.2) was determined by pulse-labeling of cells with 5-bromodeoxyuridine after synchronization with aphidicolin. The entire MEN203 locus replicated during the late S phase. Two distinct segments replicated earlier than the others in the locus, indicating that replication was initiated within or near these segments. Two other segments also showed an earlier response than the respective neighboring regions. These results suggest that the MEN203 locus contains two distinct replication origins and two possible origins that may be used less frequently. The results were essentially confirmed by synchronization of the cell cycle with mimosine. Analysis of autonomous replication activity of 10-kb long chromosome fragments covering the 320-kb region showed that certain fragments replicated two or three times more efficiently than others. The results are consistent with our previous observations with randomly cloned human chromosome fragments. The replication origins colocalized with fragments exhibiting relatively high autonomous replication activity. Thus, the capacity for autonomous replication of chromosome fragments might be prerequisite for the initiation of chromosomal replication.

Aphidicolin↗
PubMed1995

The melanoma antigen gene (MAGE) family is clustered in the chromosomal band Xq28.

The melanoma antigen gene (MAGE) family comprises 12 known genes, of which 6 are expressed in tumors. In the course of a systematic analysis of transcripts in Xq28, we have identified cDNAs related to different MAGE genes. Analysis of cell hybrids, ordered YACs, and cosmids showed that all MAGE genes are located in Xq28 and are clustered in three main intervals within 3.5 Mb. The six genes expressed in tumors are contained in the two intervals closest to the telomere and are highly homologous to each other. Analysis of different species suggests that human MAGE sequences are conserved in primates, but less well conserved in other vertebrate species.

Animals↗
PubMed1999

Novel human and mouse annexin A10 are linked to the genome duplications during early chordate evolution.

We have identified and characterized a 12th subfamily of vertebrate annexins by systematic analysis of the primary structure, chromosomal mapping, and molecular evolution of unique cDNA and protein sequences from human and mouse. Distinctive features included rare expression, a codon deletion in conserved repeat 3, and an unusual ablation of the type II calcium-binding sites in tetrad core repeats 1, 3, and 4. The paralogy of novel annexin A10 (following revised nomenclature) was confirmed by FISH-mapping human ANXA10 to chromosome 4q33 and genetic linkage mapping mouse Anxa10 to midchromosome 8. Phylogenetic analysis established that the 5' and 3' halves of the annexin A6 octad are more closely related to annexins A5 and A10, respectively, than they are to each other. Molecular date estimates, paralogy linkage maps between human chromosomes 4 and 5, and annexin structural considerations led to the proposal that annexins A5 and A10 may have been the direct progenitors of annexin A6 octad formation via chromosomal duplication during the genome expansion in early chordates.

Amino Acid Sequence↗
PubMed2002

Molecular characterization of the Pb recombination hotspot in the mouse major histocompatibility complex class II region.

In the mouse major histocompatibility complex (MHC) class II region, meiotic recombination breakpoints are clustered in four specific sites known as hotspots. Here we reveal the primary structure of a hotspot near the Pb gene. A total of 12 crossover points were found to be confined to a 15-kb DNA segment of the Pb pseudogene. Moreover, the crossover points are concentrated in a 341-bp segment, which includes a part of exon 4 and intron 4 of the Pb gene. All four MHC hotspots appear to be located within genes or at the 3' end of genes, contrasting with characterized hotspots in budding yeast, which are mostly located at the 5'-promoter regions of genes. The Pb hotspot has several consensus motifs, an octamer transcription factor-binding sequence, the B-motif-like transcription factor-binding sequence, and tandem repeats of tetramer sequence-all of which are shared by the other three hotspots. Systematic analysis of the public database demonstrated that the full motif set occurs rarely in the nucleotide sequence of the entire MHC class II region. All results suggest that the motif set has an indispensable role in determining their site specificity.

Animals↗
PubMed1993

Plant bZIP protein DNA binding specificity.

Plant bZIP proteins exhibit a relaxed DNA-binding specificity for DNA sequence motifs containing an ACGT core. Gel mobility shift experiments employing ten different recombinant plant bZIP proteins demonstrated that nucleotides flanking the ACGT core affected binding specificity and identified three different types of ACGT elements: G-box, CACGTG; C-box, GACGTC; and A-box, TACGTA, motifs. These ten different bZIP proteins could be categorized into three groups according to their qualitative and quantitative specificity for G-box and C-box elements. Dissociation constant values (Kd values) of these bZIP proteins for high affinity G-box and C-box elements and reciprocal competition gel mobility shift assays confirmed our classification scheme. Group 1 proteins exhibit a stronger binding affinity for G-box elements, group 2 proteins bind both G-box and C-box motifs with comparable binding affinity, whereas the group 3 proteins display a stronger binding affinity for C-box oligonucleotides. Studies using a panel of G-box and C-box oligonucleotides differing in their flanking sequences identified high affinity binding sites. All ten plant bZIP proteins examined, except TGA1a, exhibited type A G-box binding activity preferring class I G-box elements. In contrast to the situation observed for G-box elements, C-box motifs displayed a very much more stringent flanking nucleotide requirement for binding activity. Protein/DNA binding experiments using scanning mutants of a high affinity G-box element and G-box/C-box hybrid elements demonstrated that bZIP protein binding activity depends upon the affinity of protein dimer subunits for ACGT half-sites. Information provided by our systematic analysis of plant bZIP DNA binding specificity can be used to identify high affinity binding sites for the plant bZIP proteins studied here. Assuming that only high affinity bZIP binding sites are likely to function in vivo, identification of these sites will allow us to predict which genes are activated by a particular bZIP protein.

Base Sequence↗
PubMed1999

Exploring the folding funnel of a polypeptide chain by biophysical studies on protein fragments.

We are examining possible roles of native and non-native interactions in early events in protein folding by a systematic analysis of the structures of fragments of proteins whose folding pathways are well characterised. Seven fragments of the 110-residue protein barnase, corresponding to the progressive elongation from its N terminus, have been characterised by a battery of biophysical and spectroscopic methods. Barnase is a multi-modular protein that folds via an intermediate in which the C-terminal region of its major alpha-helix (alpha-helix1, residues Thr6-His18) is substantially formed as is also its anti-parallel beta-sheet, centred around a beta-hairpin (residues Ser92-Leu95). Fragments up to, and including, residues 1-95 (fragment B95), appeared to be mainly disordered, although a small amount of helical secondary structure in each was inferred from far-UV CD experiments, and fluorescence studies indicated some native-like tertiary interactions in B95. The largest fragment (residues 1-105, B105) is compactly folded. The secondary structure in alpha-helix1 in the seven fragments was found by NMR to increase with increasing chain length faster than the build-up of tertiary interactions, indicating that alpha-helix1 is being stabilised by non-native interactions. This behaviour contrasts with that in fragments of the 64-residue chymotrypsin inhibitor 2 (CI2), in which tertiary and secondary structures build up in parallel with increasing length. CI2 consists of a single module of structure that folds without a detectable intermediate. The largest fragment of barnase, B105, has interactions that resemble its folding intermediate, whereas one of the largest fragments of CI2 (residues 1-60) resembles the folding transition state. The folding pathways of both proteins are consistent with a scheme in which there are low levels of native-like secondary structure in the denatured state that become stabilised by long-range interactions as folding proceeds. Neither protein forms a stable fold when lacking the last ten residues at the C terminus. Since at least 20 amino acid residues are bound to the ribosome during protein biosynthesis, these small proteins do not fold until they have left the ribosome, and so the studies of the folding of such proteins in vitro may be relevant to their folding in vivo, especially as the molecular chaperone GroEL binds only weakly to denatured CI2 and does not discernibly alter the folding mechanism of barnase.

Amino Acid Sequence↗
PubMed1999

The influence of helix morphology on co-operative polyamide backbone conformational flexibility in peptide nucleic acid complexes.

A systematic analysis of peptide nucleic acid (PNA) complexes deposited in the Protein Data Bank has been carried out using a set of contiguous atom torsion angle definitions. The analysis is complemented by molecular mechanics adiabatic potential energy calculations on hybrid PNA-nucleic acid model systems. Hitherto unobserved correlations in the values of the (alpha and epsilon) dihedral angles flanking the backbone secondary amide bond are found. This dihedral coupling forms the basis of a PNA backbone conformation classification scheme. Six conformations are thus characterised in experimental structures. Helix morphology is found to exert a significant influence on backbone conformation and flexibility: Watson-Crick PNA strands in complexes with DNA and RNA, that possess A-like base-pair stacking, adopt backbone conformations distinct from those in PNA.DNA-PNA triplex and PNA-PNA duplex P-helix forms. Solvation effects on Watson-Crick PNA backbone conformation in heterotriplexes are discussed and the possible involvement of inter-conformational transitions and dihedral angle uncoupling in asymmetric heteroduplex base-pair breathing is suggested.

Base Pairing↗
PubMed2000

Cyclophilin-promoted folding of mouse dihydrofolate reductase does not include the slow conversion of the late-folding intermediate to the active enzyme.

Cyclophilins accelerate slow protein folding reactions in vitro by catalyzing the cis/trans isomerization of peptidyl-prolyl bonds. Cyclophilins were reported to be involved in a variety of cellular functions, including the promotion of protein folding by use of the substrate mouse dihydrofolate reductase (DHFR). The interaction of cyclophilin with DHFR has only been studied under limited conditions so far, not taking into account that native DHFR exists in equilibrium with a non-native late-folding intermediate. Here we report a systematic analysis of catalysis of DHFR folding by cyclophilins. The specific ligand methotrexate traps DHFR in its native state, permitting a specific analysis of the action of cyclophilin on both denatured DHFR with non-native prolyl bonds and denatured DHFR with all-native prolyl bonds. Cyclophilins from yeast and Neurospora crassa as well as the related prolyl isomerase b from Escherichia coli promote the folding of different forms of DHFR to the enzymatically active form, demonstrating the generality of cyclophilin-catalyzed folding of DHFR. The slow equilibrium between the late-folding intermediate and native DHFR suggests that prolyl isomerization may be required for this final phase of conversion to native DHFR. However, by reversible trapping of the intermediate, we analyze the slow interconversion between native and late-folding conformations in the backward and forward reactions and show a complete independence of cyclophilin. We conclude that cyclophilin catalyzes folding of DHFR, but surprisingly not in the last slow folding step.

Animals↗
PubMed2000

The anatomy of protein beta-sheet topology.

Here, we present a systematic analysis of the open-faced beta-sheet topologies in a set of non-redundant protein domain structures; in particular, we focus on the topological diversity of four-stranded beta-sheet motifs. Of the 96 topologies that are possible for a four-stranded beta-sheet, 42 were identified in known protein structures. Of these, four account for 50% of the structures that we have studied. Two sets of the topologies that were not observed may represent the section of the topological space that is not readily accessible to proteins on either thermodynamic or kinetic grounds. The first set contains topologies with alternating parallel and antiparallel beta-ladders. Their rare occurrence reflects the expectation that it is energetically unfavorable to match different hydrogen bonding patterns. The polypeptide chains in the second set of topologies go through convoluted paths and are expected to experience great kinetic frustrations during the folding processes. A knowledge of the potential causes for the topological preference of small beta-sheets also helps us to understand the topological properties of larger beta-sheet structures which frequently contain four-stranded motifs. The notion that protein topologies can only be taken from a confined and discrete space has important implications for structural genomics.

Amino Acid Motifs↗