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Pulse oximetry: evolution and directions.

Pulse oximetry monitoring is a relatively recent technique that has been embraced enthusiastically by medical, nursing and paramedical personnel in many clinical situations. Few people, however, have any idea of how it provides the reading of arterial blood saturation. This review performs several functions: it discusses the haemoglobin molecular structure and explains its relation to spectrophotometry, describes the history and principles of pulse oximetry and the nature of the equipment used, and reviews its common uses. It also explores the principles and proposed uses of its lesser known corollary, photoplethysmography.

Hemoglobins↗

Evolution of directional preferences in the supplementary eye field during acquisition of conditional oculomotor associations.

We assessed the preferred directions (PDs) of supplementary eye field (SEF) neurons during conditional visuomotor learning. Monkeys learned to select one of four saccadic eye movements in response to a foveal instruction stimulus (IS). ISs were either familiar or novel. Each familiar IS reliably evoked one saccade: 7 degrees left, right, up, or down form the central fixation point. Novel ISs initially triggered virtually random responses among those four possibilities, but the monkeys ultimately learned to select the instructed saccade. As reported previously, activity rates on novel IS trials significantly changed during learning. Some of these cells (learning-dependent) also have significant modulation on familiar IS trials, but others (learning-selective) lack such activity. Of the former, the familiar IS activity can be either directionally selective or omnidirectional. For most neurons, PDs were apparent during all phases of learning, but they were rarely constant. Only infrequently did a neuron's PD for novel ISs closely match that for familiar ISs throughout the learning process. In directional learning-dependent cells, the PD usually reoriented near the end of learning to resemble that for familiar IS trials. In omnidirectional cells, initially evident PDs dissipated with learning, even as the cell became more strongly modulated. Learning-selective cells typically began with significant PDs, but became unmodulated as learning progressed. Our findings show a pervasive lability in SEF PDs that may reflect a flexible and rapid remapping between inputs and responses within the premotor cortical network.

Animals↗

DNA shuffling and vaccines.

One challenge of biotechnology is to find ways to optimize enzymes, cytokines, vaccines or transgenes in new contexts that are typically not found in nature. The approach of DNA shuffling is a test-tube process that takes advantage of recombination to generate libraries of chimeric genes, which can then be screened to identify the encoded proteins improved in one or more functions. DNA shuffling of two or more genes that are structurally similar and homologous in function is particularly efficacious in generating large libraries of functionally novel molecules. Other directed evolution methods, such as those involving directed or random mutagenesis, have several limitations compared to the DNA shuffling recombination process. A wide variety of genes have been submitted to DNA shuffling, and significant improvements in various functional parameters have been obtained. Several examples of the application of DNA shuffling to vaccine development, therapeutics and gene therapy are discussed here.

Allergens↗

High-throughput screening of enzyme libraries.

Directed evolution is becoming a widely used technique for modifying or enhancing protein performance. Ultimately, the success of directed protein evolution experiments hinges on the efficiency of the methods used to screen libraries for mutants with properties of interest. Although there is still a paucity of general methods for enzyme library screening, in recent years a number of promising strategies have emerged and are increasingly being used to explore challenging issues in protein engineering.

Directed Molecular Evolution↗

Rational evolution of a medium chain-specific cytochrome P-450 BM-3 variant.

The single mutant F87A of cytochrome P-450 BM-3 from Bacillus megaterium was engineered by rational evolution to achieve improved hydroxylation activity for medium chain length substrates (C8-C10). Rational evolution combines rational design and directed evolution to overcome the drawbacks of these methods when applied individually. Based on the X-ray structure of the enzyme, eight mutation sites (P25, V26, R47, Y51, S72, A74, L188, and M354) were identified by modeling. Sublibraries created by site-specific randomization mutagenesis of each single site were screened using a spectroscopic assay based on omega-p-nitrophenoxycarboxylic acids (pNCA). The mutants showing activity for shorter chain length substrates were combined, and these combi-libraries were screened again for mutants with even better catalytic properties. Using this approach, a P-450 BM-3 variant with five mutations (V26T, R47F, A74G, L188K, and F87A) that efficiently hydrolyzes 8-pNCA was obtained. The catalytic efficiency of this mutant towards omega-p-nitrophenoxydecanoic acid (10-pNCA) and omega-p-nitrophenoxydodecanoic acid (12-pNCA) is comparable to that of the wild-type P-450 BM-3.

Bacillus megaterium↗

One dimensional chemical shift modulated correlation spectroscopy of single-crystals.

A simple 1D modulation method is presented for determining the spatial correlation of chemical shifts in two different single-crystal orientations. This proposed chemical shift modulated correlation (CSMC) spectroscopy utilizes a Jeener pulse sequence to give 1D spectra containing peaks that are amplitude modulated by the chemical shifts associated with the single-crystal's evolution orientation. Conversely, the spectral frequencies in these 1D CSMC spectra designate the shifts in the crystal's orientation during the detection period. By observing the amplitude modulation of these spectral frequencies, the spatial correlation between the two chemical environments can be established for a specific nucleus from a single 1D spectrum. The CSMC procedure finishes by acquiring a normal 1D static spectrum for the crystal oriented in the evolution direction, thereby providing very accurate evolution frequencies approximated by the amplitude modulation in the CSMC spectra. The CSMC method improves the time efficiency over both the traditional goniometer method and the 2D chemical shift-chemical shift correlation method, and therefore is beneficial for the study of samples with longer T1 values.

Algorithms↗

Protein-fold evolution in the test tube.

Currently, the combination of library selection and directed evolution is the most powerful approach for finding proteins with novel folds or functions. In the past, most studies concentrated either on protein scaffolds with a given fold or on short peptides. With the recent development of potent in vitro selection and evolution techniques, the screening of much larger sequence space is possible, allowing for the de novo generation of proteins.

Adenosine Triphosphate↗

Strategies for the in vitro evolution of protein function: enzyme evolution by random recombination of improved sequences.

Sets of genes improved by directed evolution can be recombined in vitro to produce further improvements in protein function. Recombination is particularly useful when improved sequences are available; costs of generating such sequences, however, must be weighed against the costs of further evolution by sequential random mutagenesis. Four genes encoding para-nitrobenzyl (pNB) esterase variants exhibiting enhanced activity were recombined in two cycles of high-fidelity DNA shuffling and screening. Genes encoding enzymes exhibiting further improvements in activity were analyzed in order to elucidate evolutionary processes at the DNA level and begin to provide an experimental basis for choosing in vitro evolution strategies and setting key parameters for recombination. DNA sequencing of improved variants from the two rounds of DNA shuffling confirmed important features of the recombination process: rapid fixation and accumulation of beneficial mutations from multiple parent sequences as well as removal of silent and deleterious mutations. The five to sixfold further enhancement of total activity towards the para-nitrophenyl (pNP) ester of loracarbef was obtained through recombination of mutations from several parent sequences as well as new point mutations. Computer simulations of recombination and screening illustrate the trade-offs between recombining fewer parent sequences (in order to reduce screening requirements) and lowering the potential for further evolution. Search strategies which may substantially reduce screening requirements in certain situations are described.

Carboxylic Ester Hydrolases↗

Laboratory evolution of toluene dioxygenase to accept 4-picoline as a substrate.

We are using directed evolution to extend the range of dioxygenase-catalyzed biotransformations to include substrates that are either poorly accepted or not accepted at all by the naturally occurring enzymes. Here we report on the oxidation of a heterocyclic substrate, 4-picoline, by toluene dioxygenase (TDO) and improvement of the enzyme's activity by laboratory evolution. The biotransformation of 4-picoline proceeds at only approximately 4.5% of the rate of the natural reaction on toluene. Random mutagenesis, saturation mutagenesis, and screening directly for product formation using a modified Gibbs assay generated mutant TDO 3-B38, in which the wild-type stop codon was replaced with a codon encoding threonine. Escherichia coli-expressed TDO 3-B38 exhibited 5.6 times higher activity toward 4-picoline and approximately 20% more activity towards toluene than wild-type TDO. The product of the biotransformation of 4-picoline is 3-hydroxy-4-picoline; no cis-diols of 4-picoline were observed.

Amino Acid Sequence↗

Disruption of efflux activity reduces biofilm formation through multiple pathways.

Free-swimming bacteria must undergo large-scale changes in gene expression to form structured, aggregated biofilm communities. These regulatory changes are susceptible to environmental stimuli such as exposure to antimicrobials, which can affect adhesion, biofilm matrix production, pathogenicity and multidrug susceptibility. Previously, we found that genetic or chemical inactivation of efflux activity in Escherichia coli and Salmonella Typhimurium disrupts biofilm formation with a wide range of pathways sensitive to efflux inhibition, including reduced expression of csgD, a major regulator of biofilm matrix production. How the regulatory networks controlling efflux activity and biofilm formation overlap and how perturbing efflux impacts biofilm formation is still unclear. To address this, we used a combination of directed evolution experiments and large-scale functional genomics screens (TraDIS-Xpress) to identify the genes and pathways affecting efflux activity and biofilm formation in Salmonella enterica serovar Typhimurium and E. coli. This work describes the landscape of pathways linking efflux activity and biofilm formation. Whilst no singular gene or pathway was found to control the link between the two phenotypes, we propose changes in membrane potential following efflux inactivation are sensed through multiple response regulators that each in turn contribute to repression of biofilm development. These include the two-component signal transduction system EnvZ-OmpR and AraC/XylS family transcriptional regulators, RamA and MarA, which have extensive overlapping regulons and demonstrate high degrees of functional redundancy. This work deepens our understanding of the regulatory networks governing efflux activity and biofilm formation in Enterobacteriaceae and highlights the level of overlapping regulation and functional redundancy between them.

Salmonella typhimurium↗

Information dynamics of in vitro selection-amplification systems.

Selection-amplifications systems provide a means of engineering biomacromolecules with new properties. The combination of stringent functional selection with the ability to amplify single molecules confers great specificity on the evolving population. Yet such systems like many complicated chemical kinetic mechanisms can show a range of unstable and metastable behavior. These instabilities can be investigated using the Shannon entropy of the evolving population. It is shown that the Shannon entropy provides a Lyapounov function for exploring dynamic stability. A simple model of in vitro evolution is presented and stability conditions are established. It is seen that fairly simple directed evolution models can exhibit a range of dynamical behavior.

Directed Molecular Evolution↗

Isolation of novel ribozymes that ligate AMP-activated RNA substrates.

BACKGROUND: The protein enzymes RNA ligase and DNA ligase catalyze the ligation of nucleic acids via an adenosine-5'-5'-pyrophosphate 'capped' RNA or DNA intermediate. The activation of nucleic acid substrates by adenosine 5'-monophosphate (AMP) may be a vestige of 'RNA world' catalysis. AMP-activated ligation seems ideally suited for catalysis by ribozymes (RNA enzymes), because an RNA motif capable of tightly and specifically binding AMP has previously been isolated. RESULTS: We used in vitro selection and directed evolution to explore the ability of ribozymes to catalyze the template-directed ligation of AMP-activated RNAs. We subjected a pool of 10(15) RNA molecules, each consisting of long random sequences flanking a mutagenized adenosine triphosphate (ATP) aptamer, to ten rounds of in vitro selection, including three rounds involving mutagenic polymerase chain reaction. Selection was for the ligation of an oligonucleotide to the 5'-capped active pool RNA species. Many different ligase ribozymes were isolated; these ribozymes had rates of reaction up to 0.4 ligations per hour, corresponding to rate accelerations of approximately 5 x10(5) over the templated, but otherwise uncatalyzed, background reaction rate. Three characterized ribozymes catalyzed the formation of 3'-5'-phosphodiester bonds and were highly specific for activation by AMP at the ligation site. CONCLUSIONS: The existence of a new class of ligase ribozymes is consistent with the hypothesis that the unusual mechanism of the biological ligases resulted from a conservation of mechanism during an evolutionary replacement of a primordial ribozyme ligase by a more modern protein enzyme. The newly isolated ligase ribozymes may also provide a starting point for the isolation of ribozymes that catalyze the polymerization of AMP-activated oligonucleotides or mononucleotides, which might have been the prebiotic analogs of nucleoside triphosphates.

Adenosine Monophosphate↗

Novel approaches for discovering industrial enzymes.

New technologies for enzyme discovery are changing the rules of the game for industrial biocatalysis. More kinds of enzymes are available, their hardiness is increasing, and their costs are coming down. These changes are the key drivers for a rebirth of interest in industrial applications of enzymes. The major enabling discovery approaches include screening of biodiversity, genomic sequencing, directed evolution and phage display.

Directed Molecular Evolution↗

Combinatorial protein design by in vitro recombination.

DNA recombination is a powerful engine for the creation of new phenotypes. Recently, methods for in vitro DNA recombination (DNA shuffling) have been developed and applied to the evolution of novel molecules in the laboratory. An exciting new development is the shuffling of homologous genes to create diversity for directed evolution.

DNA↗