Validated predictive modelling of the environmental resistome

Multi-drug-resistant bacteria pose a significant threat to public health. The role of the environment in the overall rise in antibiotic-resistant infections and risk to humans is largely unknown. This study aimed to evaluate drivers of antibiotic-resistance levels across the River Thames catchment, model key biotic, spatial and chemical variables and produce predictive models for future risk assessment. Sediment samples from 13 sites across the River Thames basin were taken at four time points across 2011 and 2012. Samples were analysed for class 1 integron prevalence and enumeration of third-generation cephalosporin-resistant bacteria. Class 1 integron prevalence was validated as a molecular marker of antibiotic resistance; levels of resistance showed significant geospatial and temporal variation. The main explanatory variables of resistance levels at each sample site were the number, proximity, size and type of surrounding wastewater-treatment plants. Model 1 revealed treatment plants accounted for 49.5% of the variance in resistance levels. Other contributing factors were extent of different surrounding land cover types (for example, Neutral Grassland), temporal patterns and prior rainfall; when modelling all variables the resulting model (Model 2) could explain 82.9% of variations in resistance levels in the whole catchment. Chemical analyses correlated with key indicators of treatment plant effluent and a model (Model 3) was generated based on water quality parameters (contaminant and macro- and micro-nutrient levels). Model 2 was beta tested on independent sites and explained over 78% of the variation in integron prevalence showing a significant predictive ability. We believe all models in this study are highly useful tools for informing and prioritising mitigation strategies to reduce the environmental resistome.     

Relationship of aerobic and anaerobic parameters with 400 m front crawl swimming performance

The aims of the present study were to investigate the relationship of aerobic and anaerobic parameters with 400 m performance, and establish which variable better explains long distance performance in swimming. Twenty-two swimmers (19.1±1.5 years, height 173.9±10.0 cm, body mass 71.2±10.2 kg; 76.6±5.3% of 400 m world record) underwent a lactate minimum test to determine lactate minimum speed (LMS) (i.e., aerobic capacity index). Moreover, the swimmers performed a 400 m maximal effort to determine mean speed (S400m), peak oxygen uptake (V.O2PEAK) and total anaerobic contribution (C_ANA). The C_ANA was assumed as the sum of alactic and lactic contributions. Physiological parameters of 400 m were determined using the backward extrapolation technique (V.O2PEAK and alactic contributions of C_ANA) and blood lactate concentration analysis (lactic anaerobic contributions of C_ANA). The Pearson correlation test and backward multiple regression analysis were used to verify the possible correlations between the physiological indices (predictor factors) and S400m (independent variable) (p < 0.05). Values are presented as mean ± standard deviation. Significant correlations were observed between S400m (1.4±0.1 m·s^-1) and LMS (1.3±0.1 m·s^-1; r = 0.80), V.O2PEAK (4.5±3.9 L·min^-1; r = 0.72) and C_ANA (4.7±1.5 L·O₂; r= 0.44). The best model constructed using multiple regression analysis demonstrated that LMS and V.O2PEAK explained 85% of the 400 m performance variance. When backward multiple regression analysis was performed, C_ANA lost significance. Thus, the results demonstrated that both aerobic parameters (capacity and power) can be used to predict 400 m swimming performance.     

Spectroscopic properties of the carotenoid 3'-hydroxyechinenone in the orange carotenoid protein from the cyanobacterium Arthrospira maxima

The cyanobacterial water-soluble orange carotenoid binding protein (OCP) is an ideal system for study of the effects of protein environment on photophysical properties of carotenoids. It contains a single pigment, the carotenoid 3'-hydoxyechinenone (hECN). In this study, we focus on spectroscopic properties of hECN in solution and in the OCP, aiming to elucidate the spectroscopic effects of the carotenoid-protein interaction in the context of the function(s) of the OCP. The noncovalent binding of hECN to the OCP causes a conformational change in the hECN, leading to a prolongation of the effective conjugation length. This change is responsible for shortening of the S(1) lifetime from 6.5 ps in solution to 3.3 ps in the OCP. The conformational change and the hydrogen bonding via the carbonyl group of hECN result in stabilization of an intramolecular charge-transfer (ICT) state. No signs of the ICT state were found in hECN in solution, regardless of the solvent polarity; spectral bands in transient absorption spectra of OCP-bound hECN exhibit features typical for the ICT state. Application of global fitting analysis revealed further effects of binding hECN in the OCP. The S(1) state of hECN in the OCP decays with two time constants of 0.9 and 3.3 ps. Modeling of the excited-state processes suggests that these two components are due to two populations of hECN in the OCP that differ in the hydrogen bonding via the carbonyl group. These results support the hypothesis that the OCP functions as a photoprotective shield under excess light. Mechanistically, the broadening of the hECN absorption spectrum upon binding to OCP enhances filtering effect of hECN. Furthermore, the binding-induced conformational change and activation of the ICT state that leads to a shortening of hECN lifetime effectively makes the protein-bound hECN a more effective energy dissipator.     

A soluble carotenoid protein involved in phycobilisome-related energy dissipation in cyanobacteria

Photosynthetic organisms have developed multiple protective mechanisms to survive under high-light conditions. In plants, one of these mechanisms is the thermal dissipation of excitation energy in the membrane-bound chlorophyll antenna of photosystem II. The question of whether or not cyanobacteria, the progenitor of the chloroplast, have an equivalent photoprotective mechanism has long been unanswered. Recently, however, evidence was presented for the possible existence of a mechanism dissipating excess absorbed energy in the phycobilisome, the extramembrane antenna of cyanobacteria. Here, we demonstrate that this photoprotective mechanism, characterized by blue light-induced fluorescence quenching, is indeed phycobilisome-related and that a soluble carotenoid binding protein, ORANGE CAROTENOID PROTEIN (OCP), encoded by the slr1963 gene in Synechocystis PCC 6803, plays an essential role in this process. Blue light is unable to quench fluorescence in the absence of phycobilisomes or OCP. The fluorescence quenching is not DeltapH-dependent, and it can be induced in the absence of the reaction center II or the chlorophyll antenna, CP43 and CP47. Our data suggest that OCP, which strongly interacts with the thylakoids, acts as both the photoreceptor and the mediator of the reduction of the amount of energy transferred from the phycobilisomes to the photosystems. These are novel roles for a soluble carotenoid protein.     

Structural Determinants Underlying Photoprotection in the Photoactive Orange Carotenoid Protein of Cyanobacteria

The photoprotective processes of photosynthetic organisms involve the dissipation of excess absorbed light energy as heat. Photoprotection in cyanobacteria is mechanistically distinct from that in plants; it involves the orange carotenoid protein (OCP), a water-soluble protein containing a single carotenoid. The OCP is a new member of the family of blue light-photoactive proteins; blue-green light triggers the OCP-mediated photoprotective response. Here we report structural and functional characterization of the wild type and two mutant forms of the OCP, from the model organism Synechocystis PCC6803. The structural analysis provides high resolution detail of the carotenoid-protein interactions that underlie the optical properties of the OCP, unique among carotenoid-proteins in binding a single pigment per polypeptide chain. Collectively, these data implicate several key amino acids in the function of the OCP and reveal that the photoconversion and photoprotective responses of the OCP to blue-green light can be decoupled.     

Elucidating essential role of conserved carboxysomal protein CcmN reveals common feature of bacterial microcompartment assembly

Bacterial microcompartments are organelles composed of a protein shell that surrounds functionally related proteins. Bioinformatic analysis of sequenced genomes indicates that homologs to shell protein genes are widespread among bacteria and suggests that the shell proteins are capable of encapsulating diverse enzymes. The carboxysome is a bacterial microcompartment that enhances CO(2) fixation in cyanobacteria and some chemoautotrophs by sequestering ribulose-1,5-bisphosphate carboxylase/oxygenase and carbonic anhydrase in the microcompartment shell. Here, we report the in vitro and in vivo characterization of CcmN, a protein of previously unknown function that is absolutely conserved in β-carboxysomal gene clusters. We show that CcmN localizes to the carboxysome and is essential for carboxysome biogenesis. CcmN has two functionally distinct regions separated by a poorly conserved linker. The N-terminal portion of the protein is important for interaction with CcmM and, by extension, ribulose-1,5-bisphosphate carboxylase/oxygenase and the carbonic anhydrase CcaA, whereas the C-terminal peptide is essential for interaction with the carboxysome shell. Deletion of the peptide abolishes carboxysome formation, indicating that its interaction with the shell is an essential step in microcompartment formation. Peptides with similar length and sequence properties to those in CcmN can be bioinformatically detected in a large number of diverse proteins proposed to be encapsulated in functionally distinct microcompartments, suggesting that this peptide and its interaction with its cognate shell proteins are common features of microcompartment assembly.     

Protein-based organelles in bacteria: carboxysomes and related microcompartments

Many bacteria contain intracellular microcompartments with outer shells that are composed of thousands of protein subunits and interiors that are filled with functionally related enzymes. These microcompartments serve as organelles by sequestering specific metabolic pathways in bacterial cells. The carboxysome, a prototypical bacterial microcompartment that is found in cyanobacteria and some chemoautotrophs, encapsulates ribulose-l,5-bisphosphate carboxylase/oxygenase (RuBisCO) and carbonic anhydrase, and thereby enhances carbon fixation by elevating the levels of CO2 in the vicinity of RuBisCO. Evolutionarily related, but functionally distinct, microcompartments are present in diverse bacteria. Although bacterial microcompartments were first observed more than 40 years ago, a detailed understanding of how they function is only now beginning to emerge.