Multiple imputations applied to the DREAM3 phosphoproteomics challenge: a winning strategy.

DREAM is an initiative that allows researchers to assess how well their methods or approaches can describe and predict networks of interacting molecules [1]. Each year, recently acquired datasets are released to predictors ahead of publication. Researchers typically have about three months to predict the masked data or network of interactions, using any predictive method. Predictions are assessed prior to an annual conference where the best predictions are unveiled and discussed. Here we present the strategy we used to make a winning prediction for the DREAM3 phosphoproteomics challenge. We used Amelia II, a multiple imputation software method developed by Gary King, James Honaker and Matthew Blackwell[2] in the context of social sciences to predict the 476 out of 4624 measurements that had been masked for the challenge. To chose the best possible multiple imputation parameters to apply for the challenge, we evaluated how transforming the data and varying the imputation parameters affected the ability to predict additionally masked data. We discuss the accuracy of our findings and show that multiple imputations applied to this dataset is a powerful method to accurately estimate the missing data. We postulate that multiple imputations methods might become an integral part of experimental design as a mean to achieve cost savings in experimental design or to increase the quantity of samples that could be handled for a given cost.

Sociodemographic and occupational risk factors associated with the development of different burnout types: the cross-sectional University of Zaragoza study

BACKGROUND: Three different burnout types have been described: The "frenetic" type describes involved and ambitious subjects who sacrifice their health and personal lives for their jobs; the "underchallenged" type describes indifferent and bored workers who fail to find personal development in their jobs, and the "worn-out" in type describes neglectful subjects who feel they have little control over results and whose efforts go unacknowledged. The study aimed to describe the possible associations between burnout types and general sociodemographic and occupational characteristics. METHODS: A cross-sectional study was carried out on a multi-occupational sample of randomly selected university employees (n = 409). The presence of burnout types was assessed by means of the "Burnout Clinical Subtype Questionnaire (BCSQ-36)", and the degree of association between variables was assessed using an adjusted odds ratio (OR) obtained from multivariate logistic regression models. RESULTS: Individuals working more than 40 hours per week presented with the greatest risk for "frenetic" burnout compared to those working fewer than 35 hours (adjusted OR = 5.69; 95% CI = 2.52-12.82; p < 0.001). Administration and service personnel presented the greatest risk of "underchallenged" burnout compared to teaching and research staff (adjusted OR = 2.85; 95% CI = 1.16-7.01; p = 0.023). Employees with more than sixteen years of service in the organisation presented the greatest risk of "worn-out" burnout compared to those with less than four years of service (adjusted OR = 4.56; 95% CI = 1.47-14.16; p = 0.009). CONCLUSIONS: This study is the first to our knowledge that suggests the existence of associations between the different burnout subtypes (classified according to the degree of dedication to work) and the different sociodemographic and occupational characteristics that are congruent with the definition of each of the subtypes. These results are consistent with the clinical profile definitions of burnout syndrome. In addition, they assist the recognition of distinct profiles and reinforce the idea of differential characterisation of the syndrome for more effective treatment.

Étude de la fonction de GLUT8 sur un modèle de souris "knock-out"

Résumé GLUT8 est la première des nouvelles isoformes des GLUT récemment identifiés. Il est fortement exprimé dans les testicules et plus faiblement dans les blastocystes, le cerveau, particulièrement au niveau de l'hippocampe, et le coeur. En conditions basales, il est retenu dans un compartiment intracellulaire. Si on l'exprime en surface cellulaire, par la mutation du motif d'internalisation dileucine, il transporte le glucose avec une bonne affinité. Dans le but d'étudier sa fonction au niveau de l'organisme, nous avons créé un modèle de knock out conditionnel, en entourant le dernier exon du gène de GLUT8 par deux sites loxP. En croisant nos souris avec une souche de souris transgénique exprimant la cre-recombinase dans les cellules de la lignée germinale, nous avons généré un modèle de souris portant la délétion totale de GLUT8 de manière constitutionnelle. Les statistiques effectuées sur les premières naissances indiquent qu'une partie des souris knock out ne survit pas, suggérant un rôle de GLUT8 au niveau du développement embryonnaire. Les souris qui ont survécu ne présentent toutefois pas d'anomalies durant la croissance et sont fertiles. Elles ont des taux de glucose et d'insuline sanguins normaux. Au niveau cérébral, la structure de l'hippocampe n'est pas modifiée par la suppression de GLUT8, cependant, les souris GLUT8-/- présentent une prolifération cellulaire augmentée dans le gyrus denté. Cette augmentation de division cellulaire pourrait être la réponse adaptée à une éventuelle augmentation de la mort cellulaire au niveau de l'hippocampe. Elles ne semblent toutefois pas présenter de défauts cognitifs majeurs dans le bassin de Morris en conditions normales. Toutefois, en conditions de jeûne, elles tendent à une meilleure mémorisation à court terme. Les études morphologiques et histologiques au niveau cardiaque n'ont pas révélé de d'hypertrophie au niveau ventriculaire. La stimulation de la contraction à l'isoprotérénol n'a pas mis en évidence de défaut d'adaptation des coeurs GLUT8-/-. Cependant l'analyse fonctionnelle par électrocardiogramme, en conditions basales, a montré une augmentation de la durée de l'onde P, suggérant un défaut dans la dépolarisation des oreillettes. Nos résultats indiquent que GLUT8 ne joue pas un rôle prédominant dans la survie et la fonction basale des souris. Il pourrait jouer un rôle plus important dans des situations stressantes pour l'organisme, comme l'hypoglycémie ou les conditions d'ischémie qui induiraient son expression à la membrane plasmique et stimuleraient le captage du glucose. Abstract GLUT8 was the first of the recently identified isoform of the GLUT family proteins. It is strongly expressed in the testis. It is also found at a lower level in the blastocyst, in heart and in the brain. Under basal conditions, it is retained in the intracellular compartment, but when the internalization motif dileucine is mutated, GLUT8 translocates to the plasma membrane and transports glucose with a relatively high affinity. To study its function in vivo, we created a conditional knock out mouse model. To do so, we targeted the last exon of the GLUT8 gene with two loxP sites. We then crossed these mice with a transgenic model expressing the cre-recombinase in the gem' line to generate a constitutional total knock out mouse. The statistics made on the first breedings showed that some of the knock out mice do not survive, suggesting a role of GLUT8 in the embryonic development. Conversely mice who survive do not show developmental defects and they are fertile with normal glucose and insulin blood levels. In the brain, the general structure of the hippocampus is not modified by the deletion of GLUT8. However, GLUT8-/- mice show an increase in the cell proliferation in the dentate gyms. This cell proliferation could be due to an increase in the cell death in the hippocampus. When tested in the morris water maze, these mice do not show any cognitive defects in the basal conditions, but they have a tendency to learn better in fasted conditions. The morphological and histological studies made at the heart level did not show any cardiac hypertrophy in the ventricles. The stimulation with isoproterenol did not show any adaptation defects in the GLUT8-/- hearts. However, the functional analysis made in basal conditions with the electrocardiogram showed an increase in the P wave length, suggesting a defect in the atrial depolarization in the knock out mice. Overall, our results show that GLUT8 does not play an important role in the basal general functions in the mice, but might play a more important role during whole organism stress. Hypoglycaemia or ischemia, for example could stimulate the GLUT8 translocation to the plasma membrane to increase specifically glucose uptake. Résumé tout public Les différentes cellules de l'organisme possèdent des propriétés particulières, qui leur permettent de maintenir les fonctions de l'organe auquel elles appartiennent. La membrane plasmique qui les délimite sélectionne les substances qui vont pénétrer à l'intérieur de la cellule et permet ainsi de maintenir un environnement interne constant. Le glucose est une source d'énergie importante pour la cellule et doit pouvoir pénétrer à l'intérieur de la cellule. Il utilise pour cela des protéines de transport qui le feront passer de part et d'autre de la membrane. Les protéines de la famille des GLUT (pour GLUcose Transporter) possèdent cette capacité. GLUT8 est un membre de la famille des GLUT identifié récemment. Il possède la capacité de transporter le glucose quand il se présente à la surface de la cellule. Il est principalement exprimé dans les testicules, dans le coeur et le cerveau et durant le développement embryonnaire. Son rôle n'est toutefois pas encore défini. Ce travail consiste à étudier la fonction de GLUT8 au niveau de l'organisme entier. Nous avons créé un modèle de souris dans lesquelles l'expression de GLUT8 a été supprimée pour mettre en évidence son importance dans le maintien de l'intégrité des fonctions du corps. Les observations effectuées sur les souris qui n'expriment plus GLUT8 nous indiquent que leurs cellules prolifèrent plus vite au niveau de l'hippocampe. L'hippocampe est une structure située dans le cerveau qui est impliquée dans les phénomènes d'apprentissage. Les souris qui ont été testées dans des tâches d'apprentissage n'ont malgré cela pas montré une amélioration de la mémorisation. Dans le coeur, la suppression de GLUT8 semble présenter un défaut quand on mesure l'activité électrique du coeur par électrocardiogramme. Toutefois, ils fonctionnent normalement et ne présentent pas de défauts morphologiques en conditions normales. Les expériences effectuées sur les modèles de souris indiquent que GLUT8 ne jouerait pas un rôle prédominant dans le fonctionnement normal du corps. Il pourrait exercer sa fonction dans des situations plus particulières comme l'hypoglycémie, où il permettrait une meilleure capacité à transporter le glucose dans les cellules.

Institutional entrepreneurship and professionalization of the rural development of the sisal region in Brazil

This work analyses the professionalization of rural development in the Brazilian Northeastern region and how this created opportunities for entrepreneurship when the professional practices of funding bodies were transformed in accordance with local reality. This professionalization has its own characteristics, including fluid formats and the rolling out of networks, and it contributes to the theorization and dissemination of certain practices instead of being concentrated in professional associations and formal links with educational institutions. The main implications are commonly related to institutional processes related to professionalization, such as the emergence of certain organizational formats and the dissemination of professional practices that are considered legitimate. An additional consequence was observed in the area of rural development: the ideas and practices disseminated through professionalization were reinterpreted when the local entrepreneurs adapted them to their own thinking and needs.

Entrepreneurial structure of the mercantile company in pre-industrial Catalonia

The mercantile company was the basic form of enterprise in pre-industrial Catalonia. The aim of this paper is to study the formation and development of the mercantile companies in Barcelona whose end was the wholesale and retail sale of textiles in the botigues de teles (textile retail shops) throughout the eighteenth century. These firms were officially registered before a notary and their deeds reveal how these establishments were administered and managed.The study covers a sample of 121 mercantile companies, and the articles and documentation that were put into effect by 32 notaries who were active in Barcelona in the 18th century have been consulted in their entirety. From an initial selection of documentation, a total of 228 deeds registering companies have been found, 107 of which (47%) relate to the creation of companies whose various activities were centred in taverns, textile manufacturing, braiding.... While the 121 companies, which make up our sample and which account for 53% of the deeds registered with the notaries mentioned above, focused exclusively on the management of textile retail shops located in the commercial heart of the city. Thus one point of interest that the documentation reveals is that the majority of the mercantile companies registered by Barcelona notaries throughout the 18th century were establishments which traded in textiles. The first part of the article focuses on the structural characteristics of these enterprises, the number and socio-professional status of the partners and the extent of each partner s involvement in the administration and management. The second part of the article examines the capital investment made by each partner, their rights and obligations agreed on, the sharing out of profits and possible losses and the duration of the companies. The final aim of the paper is to highlight the evolution of these companies through one specific case.

Nest plasticity of Cornitermes silvestrii (Isoptera, Termitidae, Syntermitinae) in response to flood pulse in the Pantanal, Mato Grosso, Brazil

Nest plasticity of Cornitermes silvestrii (Isoptera, Termitidae, Syntermitinae) in response to flood pulse in the Pantanal, Mato Grosso, Brazil. The Pantanal is one of the largest wetlands in the world. Since many areas in Pantanal are flooded during part of the year, it is expected that plants and animals would have mechanisms for their survival during the flooded period. This study investigated the existence of differences in nest shape and inquilines of Cornitermes silvestrii in areas influenced by the flood pulse. We measured the volume, height, width, and height/width ratio of 32 nests in flooded areas and 27 in dry areas, and performed an one-way-Anova with the quasi-Poisson distribution to determine if there were differences in the nest measurements between the points. To analyze the relationship of nest inquilines to flood pulse and nest shape, we performed a regression with a Poisson distribution with the inquiline richness and flood pulse, and the above measurements. The nests of C. silvestrii in flooded areas were significantly higher than nests in dry areas, and had a larger height/width ratio. Colonies in periodically flooded areas would probably make a larger effort to extend their nests vertically, to maintain at least some portion of the structure out of the water and prevent the entire colony from being submerged. Neither the size of the nest nor the flood pulses influenced the assemblage of 11 species found in nests of C. silvestrii.

A joint back calculation model for the imputation of the date of HIV infection in a prevalent cohort.

In studies of the natural history of HIV-1 infection, the time scale of primary interest is the time since infection. Unfortunately, this time is very often unknown for HIV infection and using the follow-up time instead of the time since infection is likely to provide biased results because of onset confounding. Laboratory markers such as the CD4 T-cell count carry important information concerning disease progression and can be used to predict the unknown date of infection. Previous work on this topic has made use of only one CD4 measurement or based the imputation on incident patients only. However, because of considerable intrinsic variability in CD4 levels and because incident cases are different from prevalent cases, back calculation based on only one CD4 determination per person or on characteristics of the incident sub-cohort may provide unreliable results. Therefore, we propose a methodology based on the repeated individual CD4 T-cells marker measurements that use both incident and prevalent cases to impute the unknown date of infection. Our approach uses joint modelling of the time since infection, the CD4 time path and the drop-out process. This methodology has been applied to estimate the CD4 slope and impute the unknown date of infection in HIV patients from the Swiss HIV Cohort Study. A procedure based on the comparison of different slope estimates is proposed to assess the goodness of fit of the imputation. Results of simulation studies indicated that the imputation procedure worked well, despite the intrinsic high volatility of the CD4 marker.

Nonideal particle distributions from kinetic freeze-out models

In fluid dynamical models the freeze-out of particles across a three-dimensional space-time hypersurface is discussed. The calculation of final momentum distribution of emitted particles is described for freeze-out surfaces, with both spacelike and timelike normals, taking into account conservation laws across the freeze-out discontinuity.

Freeze-out in hydrodynamical models

We study the effects of strict conservation laws and the problem of negative contributions to final momentum distribution during the freeze-out through 3-dimensional hypersurfaces with spacelike normal. We study some suggested solutions for this problem, and demonstrate it in one example.

Transobturator surgery for female stress incontinence: a comparative anatomical study of outside-in vs inside-out techniques.

OBJECTIVE To assess the specific risks of injury to neural and vascular structures inherent in two approaches to transobturator surgery for inserting a suburethral sling, i.e. the outside-in (standard technique) and inside-out approaches. MATERIALS AND METHODS The study comprised seven cadavers, providing 14 obturator regions. Five specimens had a tape inserted outside-in on one side, and inside-out on the other; of the remaining two cadavers, one had an inside-out tape and one an outside-in tape, bilaterally. After tape insertion, the cadavers were dissected. Particular attention was paid to the distances between the tape and the deep external pudendal vessels, and between the tape and the posterior branch of the obturator nerve. RESULTS With the inside-out technique, the safety margins were reduced, and the external pudendal vessels and the posterior branch of the obturator nerve were at greater risk of injury. CONCLUSION The two techniques are not equivalent, with a lower risk of injury to vascular and nerve structures with the outside-in technique.

Reinforcement learning utilizes proxemics: an avatar learns to manipulate the position of people in immersive virtual reality

A reinforcement learning (RL) method was used to train a virtual character to move participants to a specified location. The virtual environment depicted an alleyway displayed through a wide field-of-view head-tracked stereo head-mounted display. Based on proxemics theory, we predicted that when the character approached within a personal or intimate distance to the participants, they would be inclined to move backwards out of the way. We carried out a between-groups experiment with 30 female participants, with 10 assigned arbitrarily to each of the following three groups: In the Intimate condition the character could approach within 0.38m and in the Social condition no nearer than 1.2m. In the Random condition the actions of the virtual character were chosen randomly from among the same set as in the RL method, and the virtual character could approach within 0.38m. The experiment continued in each case until the participant either reached the target or 7 minutes had elapsed. The distributions of the times taken to reach the target showed significant differences between the three groups, with 9 out of 10 in the Intimate condition reaching the target significantly faster than the 6 out of 10 who reached the target in the Social condition. Only 1 out of 10 in the Random condition reached the target. The experiment is an example of applied presence theory: we rely on the many findings that people tend to respond realistically in immersive virtual environments, and use this to get people to achieve a task of which they had been unaware. This method opens up the door for many such applications where the virtual environment adapts to the responses of the human participants with the aim of achieving particular goals.

Reinforcement learning utilizes proxemics: an avatar learns to manipulate the position of people in immersive virtual reality

A reinforcement learning (RL) method was used to train a virtual character to move participants to a specified location. The virtual environment depicted an alleyway displayed through a wide field-of-view head-tracked stereo head-mounted display. Based on proxemics theory, we predicted that when the character approached within a personal or intimate distance to the participants, they would be inclined to move backwards out of the way. We carried out a between-groups experiment with 30 female participants, with 10 assigned arbitrarily to each of the following three groups: In the Intimate condition the character could approach within 0.38m and in the Social condition no nearer than 1.2m. In the Random condition the actions of the virtual character were chosen randomly from among the same set as in the RL method, and the virtual character could approach within 0.38m. The experiment continued in each case until the participant either reached the target or 7 minutes had elapsed. The distributions of the times taken to reach the target showed significant differences between the three groups, with 9 out of 10 in the Intimate condition reaching the target significantly faster than the 6 out of 10 who reached the target in the Social condition. Only 1 out of 10 in the Random condition reached the target. The experiment is an example of applied presence theory: we rely on the many findings that people tend to respond realistically in immersive virtual environments, and use this to get people to achieve a task of which they had been unaware. This method opens up the door for many such applications where the virtual environment adapts to the responses of the human participants with the aim of achieving particular goals.

The eTwinning Experience: Beyond the Classroom

The purpose of this paper is to give a presentation of the programme eTwinning, the use of CLIL methodology in eTwinning projects, give a glimpse of a successful project carried out by secondary students and present the future ahead regarding Higher Education. eTwinning offers the suitable environment to use the English language in a “real” context; it can be integrated in any subject due to its cross-curricular nature. In short, it prepares the student for the real world: international research, to get to know other cultures, to communicate and to learn content. I will start by giving a general view of what eTwinning is about. The second part will deal will eTwinning and CLIL. How CLIL methodology fits perfectly in the carrying out of eTwinning projects. In the third part, and drawn from personal experience, a project will be shown: “Addressing the Energy Crunch; Every Little Action Helps” as a good example of how to integrate content-learning in a collaborative project between different schools in Europe. The last part will deal with the future of eTwinning and Higher Education, within the new programme just approved by the European Parliament: Erasmus+ (2014-20).

A Headspace needle-trap method for the analysis of volatile organic compounds in whole blood

Needle trap devices (NTDs) are a relatively new and promising tool for headspace (HS) analysis. In this study, a dynamic HS sampling procedure is evaluated for the determination of volatile organic compounds (VOCs) in whole blood samples. A full factorial design was used to evaluate the influence of the number of cycles and incubation time and it is demonstrated that the controlling factor in the process is the number of cycles. A mathematical model can be used to determine the most appropriate number of cycles required to adsorb a prefixed amount of VOCs present in the HS phase whenever quantitative adsorption is reached in each cycle. Matrix effect is of great importance when complex biological samples, such as blood, are analyzed. The evaluation of the salting out effect showed a significant improvement in the volatilization of VOCs to the HS in this type of matrices. Moreover, a 1:4 (blood:water) dilution is required to obtain quantitative recoveries of the target analytes when external calibration is used. The method developed gives detection limits in the 0.020–0.080 μg L−1 range (0.1–0.4 μg L−1 range for undiluted blood samples) with appropriate repeatability values (RSD < 15% at high level and <23% at LOQ level). Figure of merits of the method can be improved by using a smaller phase ratio (i.e., an increase in the blood volume and a decrease in the HS volume), which lead to lower detection limits, better repeatability values and greater sensibility. Twenty-eight blood samples have been evaluated with the proposed method and the results agree with those indicated in other studies. Benzene was the only target compound that gave significant differences between blood levels detected in volunteer non-smokers and smokers

Fiscal policy and interest rates: the role of financial and economic integration

It is commonly believed that a fiscal expansion raises interest rates. However, these crowding out effects of deficits have been found to be small or non-existent. One explanation is that financial integration offsets interest rate differentials on globalised bond markets. This paper measures the degree of integration of government bond markets, using spatial modelling techniques to take this spillover on financial markets into account. Our main finding is that the crowding out effect on domestic interest rates is significant, but is reduced by spillover across borders. This spillover is important in major crises or in periods of coordinated policy actions. This result is generally robust to various measures of cross-country linkages. We find spillover to be much stronger among EU countries.