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Sequence alignment kernel for recognition of promoter regions.

UNLABELLED: In this paper we propose a new method for recognition of prokaryotic promoter regions with startpoints of transcription. The method is based on Sequence Alignment Kernel, a function reflecting the quantitative measure of match between two sequences. This kernel function is further used in Dual SVM, which performs the recognition. Several recognition methods have been trained and tested on positive data set, consisting of 669 sigma70-promoter regions with known transcription startpoints of Escherichia coli and two negative data sets of 709 examples each, taken from coding and non-coding regions of the same genome. The results show that our method performs well and achieves 16.5% average error rate on positive & coding negative data and 18.6% average error rate on positive & non-coding negative data. AVAILABILITY: The demo version of our method is accessible from our website http://mendel.cs.rhul.ac.uk/

Algorithms↗

Thermosynthesis as energy source for the RNA World: a model for the bioenergetics of the origin of life.

The thermosynthesis concept, biological free energy gain from thermal cycling, is combined with the concept of the RNA World. The resulting overall origin of life model suggests new explanations for the emergence of the genetic code and the ribosome. It is proposed that the first protein named pF(1) obtained the energy to support the RNA World by a thermal variation of F(1) ATP synthase's binding change mechanism. It is further proposed that this pF(1) was the single translation product during the emergence of the genetic machinery. During thermal cycling pF(1) condensed many substrates with broad specificity, yielding NTPs and randomly constituted protein and RNA libraries that contained self-replicating RNA. The smallness of pF(1) permitted the emergence of the genetic machinery by selection of RNA that increased the fraction of pF(1)s in the protein library: (1) an amino acids concatenating progenitor of rRNA bound to (2) a chain of 'positional tRNAs' linked by mutual recognition, and yielded a pF(1) (or its main motif); this positional tRNA set gradually evolved to a set of regular tRNAs functioning according to the genetic code, with concomitant emergence of (3) an mRNA coding for pF(1).

Energy Metabolism↗

Mouse UDP-GlcNAc: dolichyl-phosphate N-acetylglucosaminephosphotransferase. Molecular cloning of the cDNA, generation of anti-peptide antibodies and chromosomal localization.

A cDNA encoding UDP-GlcNAc-dolichyl-phosphate N-acetylglucosaminephosphotransferase (GPT; EC 2.7.8.15), an enzyme that catalyses the first step in the synthesis of dolichol-linked oligosaccharides, was isolated from mRNA prepared from mouse mammary glands. The cDNA contains an open reading frame that codes for a protein of 410 amino acids with a predicted molecular mass of 46.472 kDa. Mouse GPT has two copies of a putative dolichol-recognition sequence that has so far been identified in all eukaryotic enzymes which interact with dolichol, and four consensus sites for asparagine-linked glycosylation. It shows a high degree of conservation with yeast and hamster GPTs at the amino acid level. The mouse GPT cDNA recognized a single mRNA species of about 2 kb in mouse mammary glands when used as a probe in Northern blot analysis. An antiserum raised against a 15-residue peptide, derived from the predicted amino acid sequence of the cloned mouse cDNA, specifically precipitated the activity of GPT from solubilized mouse mammary gland microsomes, and detected a protein of about 48 kDa on Western blot. This size is in good agreement with that predicted from the cDNA sequence, and also with that (46 and 50 kDa) of purified bovine GPT. With the use of a panel of mouse/hamster somatic-cell hybrids and a specific probe derived from the 3'-non-coding region of the mouse cDNA, the GPT gene was mapped to mouse chromosome 17.

Amino Acid Sequence↗

A comprehensive library of DNA-binding site matrices for 55 proteins applied to the complete Escherichia coli K-12 genome.

A major mode of gene regulation occurs via the binding of specific proteins to specific DNA sequences. The availability of complete bacterial genome sequences offers an unprecedented opportunity to describe networks of such interactions by correlating existing experimental data with computational predictions. Of the 240 candidate Escherichia coli DNA-binding proteins, about 55 have DNA-binding sites identified by DNA footprinting. We used these sites to construct recognition matrices, which we used to search for additional binding sites in the E. coli genomic sequence. Many of these matrices show a strong preference for non-coding DNA. Discrepancies are identified between matrices derived from natural sites and those derived from SELEX (Systematic Evolution of Ligands by Exponential enrichment) experiments. We have constructed a database of these proteins and binding sites, called DPInteract (available at http://arep.med.harvard.edu/dpinteract).

Bacterial Proteins↗

Coding from a distance: dissection of the mRNA determinants required for the incorporation of selenocysteine into protein.

Incorporation of selenocysteine into proteins is directed by specifically 'programmed' UGA codons. The determinants for recognition of the selenocysteine codon have been investigated by analysing the effect of mutations in fdhF, the gene for formate dehydrogenase H of Escherichia coli, on selenocysteine incorporation. It was found that selenocysteine was also encoded when the UGA codon was replaced by UAA and UAG, provided a proper codon-anticodon interaction was possible with tRNA(Sec). This indicates that none of the three termination codons can function as efficient translational stop signals in that particular mRNA position. The discrimination of the selenocysteine 'sense' codon from a regular stop codon has previously been shown to be dependent on an RNA secondary structure immediately 3' of the UGA codon in the fdhF mRNA. It is demonstrated here that the correct folding of this structure as well as the existence of primary sequence elements located within the loop portion at an appropriate distance to the UGA codon are absolutely required. A recognition sequence can be defined which mediates specific translation of a particular codon inside an mRNA with selenocysteine and a model is proposed in which translation factor SELB interacts with this recognition sequence, thus forming a quaternary complex at the mRNA together with GTP and selenocysteyl-tRNA(Sec).

Anticodon↗

Do protein-lipid interactions determine the recognition of transmembrane helices at the ER translocon?

Membrane-protein integration, folding and assembly processes in vivo depend on complex targeting, translocation, chaperoning, and sorting machineries that somehow read the 'molecular code' built into the nascent polypeptide, ultimately producing a properly folded protein integrated into the correct target membrane. Although the main molecular constituents and the basic mechanistic principles of many of these machines are known in outline, the codes remain poorly defined and there is little quantitative information on how protein sequence affects the final structure of membrane proteins. By carefully designing model protein constructs, we have derived the first true biological hydrophobicity scale and have been able to get a first impression of how the position of a given type of residue within a transmembrane segment affects its ability to promote membrane insertion.

Computer Simulation↗

The role of DNA structure and dynamics in the recognition of bovine papillomavirus E2 protein target sequences.

The papillomavirus E2 transcription and replication factors bind to the DNA consensus ACCGN(4)CGGT sequence (E2-BS), through both direct and indirect readout mechanisms. The two symmetric half-sites ACCG.CGGT are highly conserved in the genomes and are hydrogen bound with E2. Although E2 does not contact the N4 spacer, the affinities are modulated by the base composition of this DNA part. Nevertheless, the origin of either the global recognition mechanism or the spacer effect remains unclear, particularly in the case of the bovine papillomavirus type 1 E2 (BPV-1-E2) system, used as model to study the papillomaviruses. We present, herein, studies carried out on oligomers differently recognized by the BPV-1-E2 protein and based on molecular dynamic simulations including counterions and water. The sequences contain the conserved half-sites but three different spacers (CCAT, ACGT and AAAC), resulting in very high, high and low affinity targets for BPV-1-E2. In order to estimate how much the free DNAs resemble the bound conformations, comparisons are made with two DNAs extracted from E2-BS-BPV-1 crystallographic complexes, representative of high and moderate affinity structures. The analysis of 15 ns trajectories reveals that the ACCG/CGGT half-sites, whatever the spacer, have the same behavior and adopt average stable base-pair parameters very close to those of the bound conformations. In contrast, the three different free spacers strongly differ in their BI <--> BII backbone dynamics. The low affinity AAAC spacer exhibits stable BI backbone conformations, the high affinity ACGT spacer is characterized by a dramatic instability of the CpG phosphate groups, and the CpA and GpG backbones in the very high affinity CCAT.ATGG spacer are trapped in BII conformations. All resemble more of the moderate affinity complex DNA than the high affinity one. Nevertheless, the particular behavior of the CCAT and ACGT backbones allows the emergence of BII-rich spacers, a configuration reproducing both local and global helical features of the bound DNA conformation of the high affinity complex and favoring the minor groove curvature required in the complex. In particular, the CCAT-containing site spends almost half of the time in this form that well mimics the bound one. Thus, we propose that the E2 protein could take advantage of the invariant favorable structures of the half-sites to form a pre-complex, but would require a specific spacer intrinsic malleability to lock the interaction. Finally, the backbone conformational states, by their ability to translate information coded in the sequence into structural properties, provide insight into the mechanisms that contribute to fine binding site selection and specific nucleic acid ligand recognition.

Base Sequence↗

On the pairing rules for recognition in the minor groove of DNA by pyrrole-imidazole polyamides.

BACKGROUND: Cell-permeable small molecules that target predetermined DNA sequences with high affinity and specificity have the potential to control gene expression. A binary code has been developed to correlate DNA sequence with side-by-side pairings between N-methylpyrrole (Py) and N-methylimidazole (Im) carboxamides in the DNA minor groove. We set out to determine the relative energetics of pairings of Im/Py, Py/Im, Im/Im, and Py/Py for targeting G.C and A.T base pairs. A key specificity issue, which has not been previously addressed, is whether an Im/Im pair is energetically equivalent to an Im/Py pair for targeting G.C base pairs. RESULTS: Equilibrium association constants were determined at two five-base-pair sites for a series of four six-ring hairpin polyamides, in order to test the relative energetics of the four aromatic amino-acid pairings opposite G.C and A.T base pairs in the central position. We observed that a G.C base pair was effectively targeted with Im/Py but not Py/Im, Py/Py, or Im/Im. The A.T base pair was effectively targeted with Py/Py but not Im/Py, Py/Im, or Im/Im. CONCLUSIONS: An Im/Im pairing is energetically disfavored for the recognition of both A.T and G.C. This specificity will create important limitations on undesirable slipped motifs that are available for unlinked dimers in the minor groove. Baseline energetic parameters will thus be created which, using the predictability of the current pairing rules for specific molecular recognition of double-helical DNA, will guide further second-generation polyamide design for DNA recognition.

Base Composition↗

What's lost in inverted faces?

Disproportionate inversion decrements for recognizing faces and other homogeneous stimuli are often interpreted as evidence that experts use relational features to recognize stimuli that share a configuration. However, it has never directly been shown that inversion disrupts the coding of relational features more than isolated features. Here we report three studies that compare inversion decrements for detecting changes that span the isolated-relational features continuum. Relatively large inversion decrements occurred for relational features (Thatcher illusion changes, internal feature spacing), with smaller decrements for isolated features (presence/absence of facial hair or glasses). The one discrepancy was a relatively large inversion decrement for detecting changes to the eyes and mouth, which we had classified as an isolated feature change. However, this decrement disappeared when the features were presented out of the face context (Experiments 2 and 3), suggesting that it occurs because subjects spontaneously code relations between the features and the rest of the face. Although the results support the interpretation of disproportionate inversion effects as evidence of relational coding, the difficulty of classifying changes as isolated or relational highlights an undesirable ambiguity in the isolated-relational feature distinction. We therefore consider alternative construals of the configural coding notion.

Facial Expression↗

Orientation acuity for sine-wave gratings with random variation of spatial frequency.

Orientation discrimination thresholds were estimated for sine-wave grating stimuli using a two-alternative forced-choice procedure on the two principal, and the two main oblique axes. The two discriminanda within any trial were subject to independent random variation of their spatial frequency. The variation of spatial frequency was defined by a Gaussian probability density function. Thresholds were obtained for five different depths of frequency variation within the range 0.0-1.0 octave. We find that orientation acuity on any of the axes tested is unaffected by variation in the spatial frequency of the targets. The data support the hypothesis that orientation and spatial frequency are independent and orthogonal neural codes.

Discrimination, Psychological↗

Automatic processing, code dissimilarity, and the efficiency of successive memory searches.

Two experiments examined the effects of automatic processing and code dissimilarity on the performance of successive memory searches through a single memory set having the same or different kinds of information (i.e., verbal and spatial). The results of both experiments showed that the total time to complete the successive searches was less when automatic processing was involved compared with when both searches required controlled processing. Performance of the successive searches improved substantially with practice. Both experiments also showed an asymmetrical temporal interference between the two searches. Aspects of the to-be-performed second search did not affect first-search reaction times (RTs), but performing the first search did affect the second-search RTs. The interfering effect of the first search was greatest when controlled processes that used the same code were required for both searches, whether the code was verbal or spatial. Several interpretations are offered for the interference generated by the first search. The joint effects of automatic processing and code dissimilarity are also discussed.

Adult↗

Performance differences as a function of stimulus-response compatibility with rapid serial visual presentation and spatially distributed presentation styles.

A means of presenting information temporally has been developed from the basic research on reading. Temporal displays allowed for faster processing speeds by reducing the number of saccades normally required to process spatially distributed information; however, a potential disadvantage to using temporal displays was an increased rate of error. Payne and Lang reported that a tradeoff between speed and accuracy is sometimes the result of using temporally distributed displays. As they used an alphabetic coding scheme which may not have facilitated the most optimal stimulus-response mapping, the current experiment tested the effects of a directional coding scheme on a temporally distributed display with 24 subjects. Analysis indicated the coding scheme did improve processing speed on the temporal display, but the error rate for the temporal display was higher than with the alphabetic coding scheme. Therefore, the limitation of temporal displays in a tradeoff between speed and accuracy persisted using the directional coding scheme.

Adult↗

How much information is associated with a particular stimulus?

Although the Shannon mutual information can be used to reveal general features of the neural code, it cannot directly address which symbols of the code are significant. Further insight can be gained by using information measures that are specific to particular stimuli or responses. The specific information is a previously proposed measure of the amount of information associated with a particular response; however, as I show, it does not properly characterize the amount of information associated with particular stimuli. Instead, I propose a new measure: the stimulus-specific information (SSI), defined to be the average specific information of responses given the presence of a particular stimulus. Like other information theoretic measures, the SSI does not rely on assumptions about the neural code, and is robust to non-linearities of the system. To demonstrate its applicability, the SSI is applied to data from simulated visual neurons, and identifies stimuli consistent with the neuron's linear kernel. While the SSI reveals the essential linearity of the visual neurons, it also successfully identifies the well-encoded stimuli in a modified example where linear analysis techniques fail. Thus, I demonstrate that the SSI is an appropriate measure of the information associated with particular stimuli, and provides a new unbiased method of analysing the significant stimuli of a neural code.

Action Potentials↗

Translation-invariant pattern recognition based on Synfire chains.

Most of current neural network architectures are not suited to recognize a pattern at various displaced positions. This lack seems due to the prevailing neuron model which reduces a neuron's information transmission to its firing rate. With this information code, a neuronal assembly cannot distinguish between different combinations of its entities and therefore fails to represent the fine structure within a pattern. In our approach, the main idea of the correlation theory is accepted that spatial relationships in a pattern should be coded by temporal relations in the timing of action potentials. However, we do not assume that synchronized spikes are a sign for strong synapses between the neurons concerned. Instead, the synchronization of Synfire chains can be exploited to produce the relevant timing relationships between the neuronal signals. Therefore, we do not require fast synaptic plasticity to account for the precise timing of action potentials. In order to illustrate this claim, we propose a model for translation-invariant pattern recognition which does not depend on any changes in synaptic efficacies.

Action Potentials↗

The influence of depression on physician-patient interaction in primary care.

BACKGROUND: Depression is common but not well diagnosed in primary care medicine. This study examines the influence of depression and its recognition on the physician-patient encounter. METHODS: A total of 508 new adult patients were assigned randomly to 105 primary care providers. Self-reported depression was determined by the Beck Depression Inventory (BDI) on entry to the study. Initial visits were videotaped and analyzed using the Davis Observation Code. Chart notes were reviewed for diagnosis of depression. RESULTS: Seventy-seven of the 508 study patients (15%) were identified as depressed in chart notes, while 130 patients (26%) had a BDI score > or = 9, indicating moderate to severe depression. Recognition of depression was associated with increased counseling, decreased time conducting physical examination, and an increase in overall visit length. Both elevated BDI scores and physician recognition of depression were associated with decreases in chatting. Failure to recognize depression was associated with increased time taking medical history. CONCLUSIONS: Results support the potential value of psychological screening instruments in primary care and provide information for training physicians in the recognition and management of depression. The content of office visits is different when patients are depressed or are diagnosed as depressed.

Adult↗

[Function of arginine in enzymes].

The average arginine content of proteins is 3.9%. Its frequency among the 20 amino acids of the proteins (13th position) is far lower than would be anticipated from the fact that 6 of the 61 codons for amino acids in the genetic code are arginine codons. Possible explanations for the relatively low frequency of arginine in proteins are discussed. The chemical and physicochemical properties of arginine, which are determined by the guanido group, and the method for chemical modification of arginine residues in proteins are described. The most important function of arginine residues in enzymes seems to be the recognition, binding, and orientation of anionic substrates and cofactors. This function is illustrated by numerous examples.

Amino Acids↗

Fast readout of object identity from macaque inferior temporal cortex.

Understanding the brain computations leading to object recognition requires quantitative characterization of the information represented in inferior temporal (IT) cortex. We used a biologically plausible, classifier-based readout technique to investigate the neural coding of selectivity and invariance at the IT population level. The activity of small neuronal populations (approximately 100 randomly selected cells) over very short time intervals (as small as 12.5 milliseconds) contained unexpectedly accurate and robust information about both object "identity" and "category." This information generalized over a range of object positions and scales, even for novel objects. Coarse information about position and scale could also be read out from the same population.

Action Potentials↗

A conformational rationale for the wobble behaviour of the first base of the anticodon triplet in tRNA.

We present a conformational rationale for wobble behaviour of the first base in the anticodon triplet of tRNA and hence for the well-known degeneracy of the genetic code. The U-turn hydrogen bond plays an important role in the structure of the anticodon arm and particularly for the anticodon triplet to be in a geometry suitable for the process of recognition in the adaptor-mediated synthesis of proteins. This hydrogen bond in turn precludes a hydrogen bond between the first two sugars of the anticodon triplet, allowing the first base to wobble, while it facilitates one between the second and third sugars of the triplet, positioning these bases for the standard base-pairing with the codon. This neatly explains why there is a degeneracy in the code and why a RNA happens to be the adaptor for protein synthesis. Relevent conformational calculations are presented in support of the theory.

Anticodon↗