PubMed Health⌕ Search

SEARCH · PubMed Health

Results for “Feature selection stability”

Explore indexed PubMed citations for clinical trials, systematic reviews and public health research. Read source abstracts and follow each citation to its original PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 307 records · Page 17Linked to original sources

Powering DNA repair through substrate electrostatic interactions.

The reaction catalyzed by the DNA repair enzyme uracil DNA glycosylase (UDG) proceeds through an unprecedented stepwise mechanism involving a positively charged oxacarbenium ion sugar and uracil anion leaving group. Here we use a novel approach to evaluate the catalytic contribution of electrostatic interactions between four essential phosphodiester groups of the DNA substrate and the cationic transition state. Our strategy was to substitute each of these phosphate groups with an uncharged (R)- or (S)-methylphosphonate linkage (MeP). We then compared the damaging effects of these methylphosphonate substitutions on catalysis with their damaging effects on binding of a cationic 1-azadeoxyribose (1-aza-dR(+)) oxacarbenium ion analogue to the UDG-uracil anion binary complex. A plot of log k(cat)/K(m) for the series of MeP-substituted substrates against log K(D) for binding of the 1-aza-dR(+) inhibitors gives a linear correlation of unit slope, confirming that the electronic features of the transition state resemble that of the 1-aza-dR(+), and that the anionic backbone of DNA is used in transition state stabilization. We estimate that all of the combined phosphodiester interactions with the substrate contribute 6-8 kcal/mol toward lowering the activation barrier, a stabilization that is significant compared to the 16 kcal/mol catalytic power of UDG. However, unlike groups of the enzyme that selectively stabilize the charged transition state by an estimated 7 kcal/mol, these phosphodiester groups also interact strongly in the ground state. To our knowledge, these results provide the first experimental evidence for electrostatic stabilization of a charged enzymatic transition state and intermediate using the anionic backbone of DNA.

Catalysis↗

Role of modified nucleosides of yeast tRNA(Phe) in ribosomal binding.

Naturally occurring nucleoside modifications are an intrinsic feature of transfer RNA (tRNA), and have been implicated in the efficiency, as well as accuracy-of codon recognition. The structural and functional contributions of the modified nucleosides in the yeast tRNA(Phe) anticodon domain were examined. Modified nucleosides were site-selectively incorporated, individually and in combinations, into the heptadecamer anticodon stem and loop domain, (ASL(Phe)). The stem modification, 5-methylcytidine, improved RNA thermal stability, but had a deleterious effect on ribosomal binding. In contrast, the loop modification, 1-methylguanosine, enhanced ribosome binding, but dramatically decreased thermal stability. With multiple modifications present, the global ASL stability was mostly the result of the individual contributions to the stem plus that to the loop. The effect of modification on ribosomal binding was not predictable from thermodynamic contributions or location in the stem or loop. With 4/5 modifications in the ASL, ribosomal binding was comparable to that of the unmodified ASL. Therefore, modifications of the yeast tRNA(Phe) anticodon domain may have more to do with accuracy of codon reading than with affinity of this tRNA for the ribosomal P-site. In addition, we have used the approach of site-selective incorporation of specific nucleoside modifications to identify 2'O-methylation of guanosine at wobble position 34 (Gm34) as being responsible for the characteristically enhanced chemical reactivity of C1400 in Escherichia coli 16S rRNA upon ribosomal footprinting of yeast tRNA(Phe). Thus, effective ribosome binding of tRNA(Phe) is a combination of anticodon stem stability and the correct architecture and dynamics of the anticodon loop. Correct tRNA binding to the ribosomal P-site probably includes interaction of Gm34 with 16S rRNA C1400.

Nucleosides↗

Computational protein design is a challenge for implicit solvation models.

Increasingly complex schemes for representing solvent effects in an implicit fashion are being used in computational analyses of biological macromolecules. These schemes speed up the calculations by orders of magnitude and are assumed to compromise little on essential features of the solvation phenomenon. In this work we examine this assumption. Five implicit solvation models, a surface area-based empirical model, two models that approximate the generalized Born treatment and a finite difference Poisson-Boltzmann method are challenged in situations differing from those where these models were calibrated. These situations are encountered in automatic protein design procedures, whose job is to select sequences, which stabilize a given protein 3D structure, from a large number of alternatives. To this end we evaluate the energetic cost of burying amino acids in thousands of environments with different solvent exposures belonging, respectively, to decoys built with random sequences and to native protein crystal structures. In addition we perform actual sequence design calculations. Except for the crudest surface area-based procedure, all the tested models tend to favor the burial of polar amino acids in the protein interior over nonpolar ones, a behavior that leads to poor performance in protein design calculations. We show, on the other hand, that three of the examined models are nonetheless capable of discriminating between the native fold and many nonnative alternatives, a test commonly used to validate force fields. It is concluded that protein design is a particularly challenging test for implicit solvation models because it requires accurate estimates of the solvation contribution of individual residues. This contrasts with native recognition, which depends less on solvation and more on other nonbonded contributions.

Algorithms↗

Cold-shock induced high-yield protein production in Escherichia coli.

Overexpression of proteins in Escherichia coli at low temperature improves their solubility and stability. Here, we apply the unique features of the cspA gene to develop a series of expression vectors, termed pCold vectors, that drive the high expression of cloned genes upon induction by cold-shock. Several proteins were produced with very high yields, including E. coli EnvZ ATP-binding domain (EnvZ-B) and Xenopus laevis calmodulin (CaM). The pCold vector system can also be used to selectively enrich target proteins with isotopes to study their properties in cell lysates using NMR spectroscopy. We have cloned 38 genes from a range of prokaryotic and eukaryotic organisms into both pCold and pET14 (ref. 3) systems, and found that pCold vectors are highly complementary to the widely used pET vectors.

Amino Acid Sequence↗

TR surfaces and conformations required to bind nuclear receptor corepressor.

Residues of the TR that are critical for binding the nuclear receptor corepressor (N-CoR) were identified by testing more than 100 separate mutations of the full-length human TRbeta that scan the surface of its ligand binding domain. The primary inferred interaction surface overlaps the surface described for binding of p160 coactivators, but differs by extending to a novel site underneath which helix 12 rests in the liganded TR, rather than including residues of helix 12. Nonconservative mutations of this surface diminished binding similarly to three isolated N-CoR receptor interaction domains (RIDs), but conservative mutations affected binding variably, consistent with a role for this surface in RID selectivity. The commonality of this surface in binding N-CoR was confirmed for the RXRs and ERs. Deletion of helix 12 increased N-CoR binding by the TR modestly, and by the RXR and ER to a much greater extent, indicating a competition between this helix and the corepressor that regulates the extent of corepressor binding by nuclear receptors. When helix 12 was deleted, N-CoR binding by the ER was stimulated by tamoxifen, and binding by the TR was stimulated by Triac, indicating that helix 12 is not the only feature that regulates corepressor binding. Two additional mutationsensitive surfaces were found alongside helix 1, near the previously described CoR box, and above helix 11, nearby but separate from residues that help link receptor in dimers. Based on effects of selected mutations on T(3) and coactivator binding, and on results of combined mutations of the three sites on corepressor binding, we propose that the second and third surfaces stabilize TR unliganded conformation(s) required for efficient N-CoR binding. In transfection assays mutations of all three surfaces impaired the corepressor-mediated functions of unliganded TR repression or activation. These detailed mapping results suggest approaches for selective modulation of corepressor interaction that include the shape of the molecular binding surface, the competitive occupancy by helix 12, pharmacological stimulation, and specific conformational stabilization.

Animals↗

Formulation development of a filter-sterilizable lipid emulsion for lipophilic KW-3902, a newly synthesized adenosine A1-receptor antagonist.

KW-3902 (a newly synthesized adenosine A1-receptor antagonist) has potent diuretic and renal protective activities. The objective of the present study was to develop an injectable formulation of KW-3902, that was water-insoluble and less than 1 microg/ml, and so lipid emulsion was selected as a favorable formulation. Changing the mixing ratio of oil to lecithin, the particle size of the lipid emulsion was controlled, and by adjusting the mixing ratio of oil/lecithin=1:1, the weight ratio, a lipid emulsion with a mean particle size of 130 nm was prepared. This small particle size makes this emulsion filter-sterilizable, which is a favorable feature for heat labile products. The stability of the KW-3902 lipid emulsion was assessed from the viewpoint of the electrostatic repulsion, and by including the oleic acid a stable lipid emulsion was developed, which was stable for at least 12 months at 10 and 25 degrees C and for 3 months at 40 degrees C. The feature of this small particle size emulsion was also characterized by comparing it with a conventional emulsion (oil/lecithin=1:0.12, the weight ratio, particle size is 220 nm). The release of KW-3902 from the oil particles was measured and the apparent permeability of KW-3902 was calculated from the equation according to Fick's theory. The apparent permeability, P, of KW-3902 was not affected by the particle size of the emulsion (1.78x10(-11) cm/s for the small emulsion and 1.76x10(-11)cm/s for the conventional emulsion). The distribution mode of KW-3902 in the lipid emulsion was also discussed by considering the findings of the permeability and solubility of KW-3902.

Drug Carriers↗

The cyclic antimicrobial peptide RTD-1 induces stabilized lipid-peptide domains more efficiently than its open-chain analogue.

The effects of a mammalian cyclic antimicrobial peptide, rhesus theta defensin 1 (RTD-1) and its open chain analogue (oRTD-1), on the phase behaviour and structure of model membrane systems (dipalmitoyl phosphatidylcholine, DPPC and dipalmitoyl phosphatidylglycerol, DPPG) were studied. The increased selectivity of RTD-1 for anionic DPPG over zwitterionic DPPC was shown by differential scanning calorimetry. RTD-1, at a molar peptide-lipid ratio of 1:100, induced considerable changes in the phase behaviour of DPPG, but not of DPPC. The main transition temperature, Tm, was unchanged, but additional phase transitions appeared above Tm. oRTD-1 induced similar effects. However, the effects were not observable below a peptide:lipid molar ratio of 1:50, which correlates with the weaker biological activity of oRTD-1. Small- and wide-angle X-ray scattering revealed for DPPG the appearance of additional structural features induced by RTD-1 above Tm, which were interpreted as correlated lamellar structures, with increased order of the fatty acyl side chains of the lipid. It is proposed that after initial electrostatic interaction of the cationic rim of the peptide with the anionic DPPG headgroups, leading to stabilized lipid-peptide clusters, the hydrophobic face of the peptide assists in its interaction with the fatty acyl side chains eventually leading to membrane disruption.

1,2-Dipalmitoylphosphatidylcholine↗

Comparison of the cold hardiness capacities of the oviparous and viviparous forms of Lacerta vivipara.

The lizard Lacerta vivipara has allopatric oviparous and viviparous populations. The cold hardiness strategy of L. vivipara has previously been studied in viviparous populations, but never in oviparous ones. The present study reveals that both the oviparous and viviparous individuals of this species are able to survive in a supercooled state at -3 degrees C for at least one week when kept on dry substrates. The mean crystallisation temperatures of the body, around -4 degrees C on dry substrata and -2 degrees C on wet substrata, do not differ between oviparous and viviparous individuals. All the individuals are able to tolerate up to 48-50% of their body fluid converted into ice, but only viviparous individuals were able to stabilize their body ice content at 48%, and hence were able to survive even when frozen at -3 degrees C for times of up 24 hours. Ice contents higher than 51% have been constantly found lethal for oviparous individuals. This suggests that, in L. vivipara, the evolution towards a higher degree of freezing tolerance could parallel the evolution of the viviparous reproductive mode, a feature believed to be strongly selected under cold climatic conditions. This is the first report, among reptiles, of an intraspecific variation regarding the freeze tolerance capacities.

Adaptation, Physiological↗

Detection of low-level promoter activity within open reading frame sequences of Escherichia coli.

The search for promoters has largely been confined to sequences upstream of open reading frames (ORFs) or stable RNA genes. Here we used a cloning approach to discover other potential promoters in Escherichia coli. Chromosomal fragments of approximately 160 bp were fused to a promoterless lacZ reporter gene on a multi-copy plasmid. Eight clones were deliberately selected for high activity and 105 clones were selected at random. All eight of the high-activity clones carried promoters that were located upstream of an ORF. Among the randomly-selected clones, 56 had significantly elevated activity. Of these, 7 had inserts which also mapped upstream of an ORF, while 49 mapped within or downstream of ORFs. Surprisingly, the eight promoters selected for high activity matched the canonical sigma70 -35 and -10 sequences no better than sequences from the randomly-selected clones. For six of the nine most active sequences with orientations opposite to that of the ORF, chromosomal expression was detected by RT-PCR, but defined transcripts were not detected by northern analysis. Our results indicate that the E.coli chromosome carries numerous -35 and -10 sequences with weak promoter activity but that most are not productively expressed because other features needed to enhance promoter activity and transcript stability are absent.

Base Sequence↗

Possible involvement of copper(II) in Alzheimer disease.

The beta-amyloid (Abeta) peptide is a principal component of insoluble amyloid plaques that are characteristic neuropathological features of Alzheimer disease (AD). The amyloid peptide also exists as a normal soluble protein that undergoes a pathogenic transition to an aggregated, fibrous form. This transition can be affected by extraneous proteinaceous elements and nonproteinaceous elements such as copper ions, which may promote aggregation and/or stabilization of the fibrils. Copper has been found in abnormally high concentrations in amyloid plaques and AD-affected neuropil, and copper-selective chelators have been shown to dissolve Abeta peptide from postmortem brain specimens. Although Cu(2+) is an essential element for life and the function of numerous enzymes is basic to neurobiology, free or incorrectly bound Cu(2+) can also catalyze generation of the most damaging radicals, such as hydroxyl radical, giving a chemical modification of the protein, alternations in protein structure and solubility, and oxidative damage to surrounding tissue.

Alzheimer Disease↗

Chromosome inversions, local adaptation and speciation.

We study the evolution of inversions that capture locally adapted alleles when two populations are exchanging migrants or hybridizing. By suppressing recombination between the loci, a new inversion can spread. Neither drift nor coadaptation between the alleles (epistasis) is needed, so this local adaptation mechanism may apply to a broader range of genetic and demographic situations than alternative hypotheses that have been widely discussed. The mechanism can explain many features observed in inversion systems. It will drive an inversion to high frequency if there is no countervailing force, which could explain fixed differences observed between populations and species. An inversion can be stabilized at an intermediate frequency if it also happens to capture one or more deleterious recessive mutations, which could explain polymorphisms that are common in some species. This polymorphism can cycle in frequency with the changing selective advantage of the locally favored alleles. The mechanism can establish underdominant inversions that decrease heterokaryotype fitness by several percent if the cause of fitness loss is structural, while if the cause is genic there is no limit to the strength of underdominance that can result. The mechanism is expected to cause loci responsible for adaptive species-specific differences to map to inversions, as seen in recent QTL studies. We discuss data that support the hypothesis, review other mechanisms for inversion evolution, and suggest possible tests.

Adaptation, Physiological↗

Health care in the 1990s: a buyer's market.

The successful health care organization of the 1990s will evolve from the changing relationships between buyers, providers, and consumers of health care. Under the traditional fee-for-service system, the interests of the three groups were often in conflict. As buyers, primarily government and private purchasers, become more involved in the health care industry and demand cost reductions, relationships between buyers, providers, and consumers will be substantially different. Health care organizations that hope to survive and prosper will need to develop new skills such as performance standards, risk-sharing arrangements, and selection and pricing criteria for this changed environment. They will also need to become involved in all aspects of the provision of health care, with responsibility for management, marketing, and maintaining quality while controlling money, services, and promises. Buyers will increasingly demand certain features from health care organizations, including flexibility in benefits and financial arrangements; controls on price and utilization of services; monitoring the quality of care; and financial stability. Organizations that come close to this ideal are likely to become a dominant force in the health care field.

Community Participation↗

[Nature of the phenotypic variability of somatic cells in culture: unstable phenotypic changes].

It was stated elsewhere ( Glebov , Abramyan , 1983) that the appearance of a number of phenotypic variants detected in somatic cell populations with high frequency should be provided by genetical unstable alterations. The properties of somatic cell variants that reproduce unstably a changable phenotype in the course of cell generations are analysed. These variants: (1) appear accidentally and independently on selectivity agent; (2) as a rule, the frequency of the variant arising does not increase under the action of mutagens; (3) the phenotypic reversion of unstable variants is a stochastic process; (4) such variants are characterized by intraclonal heterogeneity and by the segregation of stable alternative variants. The number of properties of phenotypically unstable variants isolated by one-step selection is similar to those for somatic cell variants isolated in the course of multistep selection. The latter are characterized by phenotypic reversion too. The appearance of unstable phenotypic variants is concluded to be associated with the genetical unstable alterations. It is argued that at least part of above alterations should be induced by the insertion of mobile genetic elements. The features of karyotypical variation in somatic cell population allow to conclude that the karyotype of cultured somatic cells is a genetically unstable attribute. The features mentioned above are: a high frequency of karyotypical alterations which is inherited by the cells with difference in the frequency of arising of karyotypical alteratons . The unstability of karyotype is restricted to the genetic unstability that is seen from non-random karyotypic variation, and interclonal difference in the chromosome stability. The site-specificity of karyotype alterations that proceed with high frequency allow to put forward a hypothesis that the process of mobile genetic element transposition is induced on the early stages of the history of constant cultured cell lines.

Animals↗

New trends in the development of opioid peptide analogues as advanced remedies for pain relief.

The search for new peptides to be used as analgesics in place of morphine has been mainly directed to develop peptide analogues or peptidomimetics having higher biological stability and receptor selectivity. Indeed, most of the alkaloid opioid counterindications are due to the scarce stability and the contemporary activation of different receptor types. However, the development of several extremely stable and selective peptide ligands for the different opioid receptors, and the recent discovery of the micro-receptor selective endomorphins, rendered this search less fundamental. In recent years, other opioid peptide properties have been investigated in the search for new pharmacological tools. The utility of a drug depends on its ability to reach appropriate receptors at the target tissue and to remain metabolically stable in order to produce the desired effect. This review deals with the recent investigations on peptide bioavailability, in particular barrier penetration and resistance against enzymatic degradation; with the development of peptides having activity at different receptors; with chimeric peptides, with propeptides, and with non-conventional peptides, lacking basic pharmacophoric features.

Amino Acids↗

Prognostic features of asymptomatic multiple myeloma.

Approximately 20% of patients with multiple myeloma are recognized by chance without significant symptoms. In order to prevent morbidity with timely therapy, reliable criteria are needed that distinguish those likely to show early or late disease progression. Multiple clinical features were assessed in 101 consecutive, asymptomatic and previously untreated patients. Patients with one or more lytic bone lesions were excluded because this feature had been found previously to be associated with early progression. Multivariate analysis indicated that only serum myeloma globulin > 30 g/l, IgA protein type, and Bence Jones protein excretion > 50 mg/d remained as significant independent variables. The presence of two or more of these features signified high-risk disease with early progression (median 17 months) whereas the absence of any adverse variable was associated with prolonged stability (median 95 months) (P < 0.01). Magnetic resonance (MR) imaging of the spine was useful only in patients with one adverse feature and an intermediate time to progression (median 39 months). An abnormal pattern (40% of patients) helped to distinguish patients with an imminent complication from those with more stable disease. Because a serious complication (fracture, hypercalcaemia) occurred in 35% of patients with early disease progression, chemotherapy seems justified for selected patients with asymptomatic disease at diagnosis. The remaining patients were at such low risk for progression (median 6 years) that they may be followed safely at long intervals without treatment.

Adult↗

Presynaptic events in meiocytes of Lilium longiflorum and their relation to crossing-over: a preselection hypothesis.

We are proposing a "Preselection Hypothesis" to account for the regulation of crossing-over in eukaryotic organisms. The hypothesis characterized meiosis in terms of three major physiological stages: (1) a presynaptic stage when pairs of homologous DNA stretches are selected so as to become trapped within the synaptinemal complex during synapsis, (2) an alignment of homologous chromosomes and stabilization of paired bivalents via the synaptinemal complex, and (3) a scission and rejoining of DNA stretches leading to the formation of chiasmata and crossovers. The hypothesis centers on the first stage and is based on evidence for the occurrence of significant cytological and biochemical changes prior to synapsis. The major feature of the hypothesis is that crossing-over occurs only in trapped DNA stretches. Thus, potential crossing-over sites, though not crossing-over itself, are determined well before chromosomes pair. Since, to a large degree, crossovers are distributed randomly along the length of each chromosome, the preselection process must result in a random assortment of trapped DNA stretches, the assortment differing from one meiocyte to another.

Chromosomes↗

Selective binding of looped oligonucleotides to a single-stranded DNA and its influence on replication in vitro.

Complexing of looped and circular oligonucleotides, composed of either 2'-deoxyribo- or 2'-O-methylribonucleoside units, with completely matching or partially mismatching complementary DNA sequences was studied. Melting experiments revealed considerable differences among the stabilities of these hybrid complexes. Maximum stability and selectivity was displayed by oligomers 2 and 5. It was concluded that a linear stretch, attached to 1'-O- of 3'-deoxypsicothymidine unit (Z) increases the selectivity of hybridisation and stability of the complex as a whole. This allows one to aim the target DNA very precisely at its polyadenine part as well as at adjacent sequence simultaneously. Experiments on termination of primer extension catalysed by different DNA-polymerases--Sequenase, Klenow fragment and Tth--have demonstrated that looped oligomer 5, composed of 2'-O-methylribonucleosides appears to be a highly selective and potent inhibitor of replication in vitro. Features of looped oligonucleotides, composed of 2'-O-methylribonucleosides seem to be useful for design of highly specific antigene oligonucleotides.

Base Sequence↗

Physiochemical aspects of tubulin-interacting antimitotic drugs.

A diverse group of natural biological compounds bind to microtubules and suppress microtubule dynamics. Here we review the mechanism of microtubule assembly and dynamics as well as structural features that are important for nucleotide binding, GTP hydrolysis and stabilization of longitudinal and lateral protofilament contacts. Specific emphasis is placed upon the polar structure of the microtubule, the exposure of the nucleotide hydrolysis site at the + end and the conformational and configurational plasticity of the microtubule lattice. These features have important implications for the mechanism of dynamic instability and the disruptive action of antimitotic drugs. We then discuss the various classes of tubulin binding drugs emphasizing their site and mode of binding as well as the structural and energetic basis for their effects on microtubule assembly and dynamics. A common feature of tubulin-interacting compounds is a linkage to assembly, either the stabilization of a microtubule lattice by compounds like taxol or epothilone A, or the preferential formation of alternate lattice contacts and polymers at microtubule ends by compounds like colchicine, vinca alkaloids and cryptophycin-52. Finally, we explore the likely possibility that these drugs also disrupt the regulation of microtubule dynamics. Future generations of these compounds may be selectively developed to directly target the proteins that regulate mitotic spindle dynamics.

Animals↗