Solving dynamical inverse problems by means of Metabolic P systems

MP (Metabolic P) systems are a class of P systems introduced for modelling metabolic processes. We refer to the dynamical inverse problem as the problem of identifying (discrete) mathematical models exhibiting an observed dynamics. In this paper, we complete the definition of the algorithm LGSS (Log-gain Stoichiometric Stepwise regression) introduced in Manca and Marchetti (2011) for solving a general class of dynamical inverse problems. To this aim, we develop a reformulation of the classical stepwise regression in the context of MP systems. We conclude with a short review of two applications of LGSS for discovering the internal regulation logic of two phenomena relevant in systems biology.     

Lactic acid bacteria isolated from apples are able to catabolise arginine

We investigated the potentiality of lactic acid bacteria (LAB) isolated from two apples variety to utilize arginine at different initial pH values. Apples surface contained average levels of bacteria ranging from log 2.49 ± 0.53 to log 3.73 ± 0.48 cfu/ml for Red Delicious and Golden Delicious varieties, respectively. Thirty-one strains able to develop in presence of arginine at low pH were phenotypically and genotipically identified as belonging to Lactobacillus, Pediococcus and Leuconostoc genera. In general, they did not produce ammonia from arginine when cultivated in basal medium with arginine (BMA) at pH 4.5 or 5.2. When this metabolite was quantified only six strains belonging to Leuconostoc dextranicum, Lactobacillus brevis and Lactobacillus plantarum species formed higher ammonia amounts in BMA as compared to control. This was correlated with arginine utilization and it was more pronounced at pH 4.5 than 5.2. Analysis of citrulline production confirmed the arginine utilization in these bacteria by the arginine deiminase (ADI) pathway. Maxima citrulline production was observed for Lactobacillus brevis M15 at the two pH values. In this strain ammonia was formed at higher rate than citrulline, which was detected in concentration lower than 1 mM. Thus, main LAB species found on apple surfaces with abilities to degrade arginine by the ADI pathway under different conditions were reported here at the first time. The results suggested that the ADI pathway in apples LAB might not be mainly relevant for their survival in the acid natural environmental, despite leading to the ammonia formation, which may contribute to the increase in pH, coping the acid stress.     

Microbiome dynamics of human epidermis following skin barrier disruption

Background

Recent advances in sequencing technologies have enabled metagenomic analyses of many human body sites. Several studies have catalogued the composition of bacterial communities of the surface of human skin, mostly under static conditions in healthy volunteers. Skin injury will disturb the cutaneous homeostasis of the host tissue and its commensal microbiota, but the dynamics of this process have not been studied before. Here we analyzed the microbiota of the surface layer and the deeper layers of the stratum corneum of normal skin, and we investigated the dynamics of recolonization of skin microbiota following skin barrier disruption by tape stripping as a model of superficial injury.

Results

We observed gender differences in microbiota composition and showed that bacteria are not uniformly distributed in the stratum corneum. Phylogenetic distance analysis was employed to follow microbiota development during recolonization of injured skin. Surprisingly, the developing neo-microbiome at day 14 was more similar to that of the deeper stratum corneum layers than to the initial surface microbiome. In addition, we also observed variation in the host response towards superficial injury as assessed by the induction of antimicrobial protein expression in epidermal keratinocytes.

Conclusions

We suggest that the microbiome of the deeper layers, rather than that of the superficial skin layer, may be regarded as the host indigenous microbiome. Characterization of the skin microbiome under dynamic conditions, and the ensuing response of the microbial community and host tissue, will shed further light on the complex interaction between resident bacteria and epidermis.     

D-glucose induces microtubular changes in C1300 neuroblastoma cell line through the incorporation of 3-nitro-L-tyrosine into tubulin

The microtubular network of neurons is involved in several functions such as formation and tropism of cellular processes, cell division and intracellular transport. A lot of evidences testify that the microtubular network of neurons can be impaired by oxidative stress. A condition of oxidative stress is often possible when D-glucose overloads its metabolic pathway, resulting in an increase in reactive oxygen species and subsequent neurological disorders. The aim of this work was to check in undifferentiated mouse neuroblastoma cells (C1300) the possible oxidative effects of D-glucose on microtubules. Using a concentration of 110mM D-glucose, cell morphology, growth rate, viability and catalase activity were seriously altered. Noteworthy, an increase in 3-nitro-L-tyrosine and a downregulation of tubulins was found in D-glucose-exposed cells, whereas another cytoskeletal proteins, namely actin, did not show any changes. In conclusion, microtubular network can be impaired by D-glucose through specific nitrosative effects, suggesting a possible mechanism at the basis of hyperglycemia-induced neuronal damage.     

Lipid modulation by environmental stresses in two models of extremophiles isolated from Antarctica

Thermoacidophilic and halotolerant microorganisms from the Antarctic continent were studied for their lipid modulation under stress growth conditions. Temperature-induced changes in complex lipids and fatty acids of four strains belonging to the genus Alicyclobacillus involved the relative proportions of different polar lipids and the synthesis of ω-cyclohexyl-acyl chains, which were favoured by high temperatures. Studies were carried out on the lipid composition of four strains of extremely halotolerant bacteria belonging to the genus Micrococcus grown at different salt concentrations from 0 up to 4.5 M NaCl. The main lipids found were two unidentified glycolipids and two phospholipids: 1,2 diacylglycero-3-phosphoryl-glycerol (PG) and cardiolipin (DPG). Among the strains analysed, the lipids of the Micrococcus strain Erebus were shown to be strongly influenced by salt concentrations, in that DPG and one glycolipid were absent at a low salt molarity while, under these conditions, PG was the main lipid found. The predominant fatty acids in all halotolerant strains were of the anteiso type; growth under increasing salinity gave rise to an increase in long chain fatty acids and of straight chain fatty acids, while a decrease in iso fatty acids occurred. Accepted: 20 May 2000     

Goat casein genotypes are associated with milk production traits in the Sarda breed

The aim of the current work was to analyze, in the Sarda breed goat, genetic polymorphism within the casein genes and to assess their influence on milk traits. Genetic variants at the CSN1S1, CSN2, CSN1S2 and CSN3 gene loci were investigated using PCR‐based methods, cloning and sequencing. Strong alleles prevailed at the CSN1S1 gene locus and defective alleles also were revealed. Null alleles were evidenced at each calcium‐sensitive gene locus. At the CSN3 gene locus, we observed a prevalence of the CSN3 A and B alleles; the occurrence of rare alleles such as CSN3 B'', C, C', D, E and M; and the CSN3 S allele (GenBank KF644565 ) described here for the first time in Capra hircus. Statistical analysis showed that all genes, except CSN3, significantly influenced milk traits. The CSN1S1 BB and AB genotypes were associated with the highest percentages of protein (4.41 and 4.40 respectively) and fat (5.26 and 5.34 respectively) (P < 0.001). A relevant finding was that CSN2 and CSN1S2 genotypes affected milk protein content and yield. The polymorphism of the CSN2 gene affected milk protein percentage with the highest values recorded in the CSN2 AA goats (4.35, at P < 0.001). The CSN1S2 AC goats provided the highest fat (51.02 g/day) and protein (41.42 g/day) (P < 0.01) production. This information can be incorporated into selection schemes for the Sarda breed goat.     

Haemoglobin I: a new β-globin chain variant found in sheep of Italian breeds

A rather common haemoglobin variant was detected in the Sardinian and Altamurana sheep breeds. The mutated globin chain appears to be produced under the control of an allele at the HBB locus and due to a neutral amino acid substitution. The variant will be provisionally referred to as the Hb I.     

Application of a predictive approach to estimate exposure to non‐smoking urban sub‐populations to background levels of Benzene in Ontario

An indirect approach was used to estimate exposure to background levels of atmospheric benzene for a selection of Ontario non‐smoking urban sub‐populations. Activity codes obtained from nationally representative time‐budget surveys were allocated to five general microenvironments (home, work (or school), outdoors, commuting, and other indoors) and further combined with inhalation rates corresponding to specific levels of physical activity in order to develop average activity patterns for six sub‐populations believed to be differently exposed to atmospheric benzene in urban areas (children, teenagers, office workers, outdoor workers, transit workers, and seniors). These activity patterns were then combined with representative concentrations of benzene measured in the selected microenvironments in Ontario in order to evaluate exposure. Two metrics were used for this purpose, integrated exposure and potential average daily dose (intake). Potential lifetime average daily doses were also estimated for three composite sub‐groups representing average office, outdoor, and transit workers. A probabilistic approach using a Monte‐Carlo sampling procedure was used in order to estimate possible ranges of exposures experienced by the various sub‐populations. Results obtained suggested that the highest daily integrated exposure (mean: 131 μg‐hrs/m³) was associated with the average transit worker while comparable levels were estimated for the other sub‐populations investigated (mean: 77–86 μg‐hrs/m³). These levels corresponded to 24‐hours time‐weighted average (TWA)‐equivalent concentrations of 5.5 μg/m³ and 3.5 μg/m³, respectively. Statistical distributions of integrated exposures obtained with the probabilistic approach indicated levels as high as 343 μg‐hrs/m³ (97.5th percentile) in the case of the average transit worker, corresponding to TWA‐equivalents in excess of 15 μg/m³. When levels of physical activities and inhalation rates were integrated in the calculation of exposure, the highest potential average daily dose was found to be associated with the average child (mean: 3.1 μg/kg‐day; 97.5th percentile: 6.0 μg/kg‐day) whereas comparable amounts were estimated for teenager and transit workers (mean: 2.1 μg/kg‐day; 97.5th: 4.1 and 6.9 μg/kg‐day, respectively). Indoor microenvironments (home, office/school, other indoors) were identified as the major contributors to total exposure and intake of benzene (≥50%) although their relative importance varied depending on the exposure metric utilized. Potential lifetime average daily doses estimated for transit workers varied from 2.1 (mean) to 5.4 (97.5th) μg/kg‐day. This was slightly higher than those estimated for the average office and outdoor workers (mean: 1.5–1.7 μg/kg‐day). These projections suggest that average non‐smoking children and teenagers are the most exposed sub‐populations among those investigated to background levels of atmospheric benzene as a result of their daily activities. However, these projections must be interpreted with caution in view of uncertainties associated with some of the assumptions adopted, the limited database used to document benzene levels, and as a result of unaccounted sources of emissions which, under certain circumstances, can significantly modify these conclusions.