Pattern recognition ecological niche models fit to presence-only and presence-absence data

1. Identifying the boundary of a species' niche from observational and environmental data is a common problem in ecology and conservation biology and a variety of techniques have been developed or applied to model niches and predict distributions. Here, we examine the performance of some pattern-recognition methods as ecological niche models (ENMs). Particularly, one-class pattern recognition is a flexible and seldom used methodology for modelling ecological niches and distributions from presence-only data. The development of one-class methods that perform comparably to two-class methods (for presence/absence data) would remove modelling decisions about sampling pseudo-absences or background data points when absence points are unavailable. 2. We studied nine methods for one-class classification and seven methods for two-class classification (five common to both), all primarily used in pattern recognition and therefore not common in species distribution and ecological niche modelling, across a set of 106 mountain plant species for which presence-absence data was available. We assessed accuracy using standard metrics and compared trade-offs in omission and commission errors between classification groups as well as effects of prevalence and spatial autocorrelation on accuracy. 3. One-class models fit to presence-only data were comparable to two-class models fit to presence-absence data when performance was evaluated with a measure weighting omission and commission errors equally. One-class models were superior for reducing omission errors (i.e. yielding higher sensitivity), and two-classes models were superior for reducing commission errors (i.e. yielding higher specificity). For these methods, spatial autocorrelation was only influential when prevalence was low. 4. These results differ from previous efforts to evaluate alternative modelling approaches to build ENM and are particularly noteworthy because data are from exhaustively sampled populations minimizing false absence records. Accurate, transferable models of species' ecological niches and distributions are needed to advance ecological research and are crucial for effective environmental planning and conservation; the pattern-recognition approaches studied here show good potential for future modelling studies. This study also provides an introduction to promising methods for ecological modelling inherited from the pattern-recognition discipline.

Distinct sets of alphabeta TCRs confer similar recognition of tumor antigen NY-ESO-1157-165 by interacting with its central Met/Trp residues.

Naturally acquired immune responses against human cancers often include CD8(+) T cells specific for the cancer testis antigen NY-ESO-1. Here, we studied T cell receptor (TCR) primary structure and function of 605 HLA-A*0201/NY-ESO-1(157-165)-specific CD8 T cell clones derived from five melanoma patients. We show that an important proportion of tumor-reactive T cells preferentially use TCR AV3S1/BV8S2 chains, with remarkably conserved CDR3 amino acid motifs and lengths in both chains. All remaining T cell clones belong to two additional sets expressing BV1 or BV13 TCRs, associated with alpha-chains with highly diverse VJ usage, CDR3 amino acid sequence, and length. Yet, all T cell clonotypes recognize tumor antigen with similar functional avidity. Two residues, Met-160 and Trp-161, located in the middle region of the NY-ESO-1(157-165) peptide, are critical for recognition by most of the T cell clonotypes. Collectively, our data show that a large number of alphabeta TCRs, belonging to three distinct sets (AVx/BV1, AV3/BV8, AVx/BV13) bind pMHC with equal antigen sensitivity and recognize the same peptide motif. Finally, this in-depth study of recognition of a self-antigen suggests that in part similar biophysical mechanisms shape TCR repertoires toward foreign and self-antigens.

Interaction analysis and psychology: A dialogical perspective

Interaction analysis is not a prerogative of any discipline in social sciences. It has its own history within each disciplinary field and is related to specific research objects. From the standpoint of psychology, this article first draws upon a distinction between factorial and dialogical conceptions of interaction. It then briefly presents the basis of a dialogical approach in psychology and focuses upon four basic assumptions. Each of them is examined on a theoretical and on a methodological level with a leading question: to what extent is it possible to develop analytical tools that are fully coherent with dialogical assumptions? The conclusion stresses the difficulty of developing methodological tools that are fully consistent with dialogical assumptions and argues that there is an unavoidable tension between accounting for the complexity of an interaction and using methodological tools which necessarily "monologise" this complexity.

Ferromagnetic instabilities in neutron matter at finite temperature with the Skyrme interaction

The properties of spin-polarized neutron matter are studied at both zero and finite temperature using Skyrme-type interactions. It is shown that the critical density at which ferromagnetism takes place decreases with temperature. This unexpected behavior is associated to an anomalous behavior of the entropy that becomes larger for the polarized phase than for the unpolarized one above a certain critical density. This fact is a consequence of the dependence of the entropy on the effective mass of the neutrons with different third spin component. A new constraint on the parameters of the effective Skyrme force is derived if this behavior is to be avoided.

Transition to parenthood: The role of social interaction and endogenous networks

Empirical studies indicate that the transition to parenthood is influenced by an individual's peer group. To study the mechanisms creating interdepen- dencies across individuals' transition to parenthood and its timing we apply an agent-based simulation model. We build a one-sex model and provide agents with three different characteristics regarding age, intended education and parity. Agents endogenously form their network based on social closeness. Network members then may influence the agents' transition to higher parity levels. Our numerical simulations indicate that accounting for social inter- actions can explain the shift of first-birth probabilities in Austria over the period 1984 to 2004. Moreover, we apply our model to forecast age-specific fertility rates up to 2016.

Double folding with a density-dependent effective interaction and it s analytical approximation

The real part of the optical potential for heavy ion elastic scattering is obtained by double folding of the nuclear densities with a density-dependent nucleon-nucleon effective interaction which was successful in describing the binding, size, and nucleon separation energies in spherical nuclei. A simple analytical form is found to differ from the resulting potential considerably less than 1% all through the important region. This analytical potential is used so that only few points of the folding need to be computed. With an imaginary part of the Woods-Saxon type, this potential predicts the elastic scattering angular distribution in very good agreement with experimental data, and little renormalization (unity in most cases) is needed.

1/c expansion of a separable model of direct-interaction type

The properties of a proposed model of N point particles in direct interaction are considered in the limit of small velocities. It is shown that, in this limit, time correlations cancel out and that Newtonian dynamics is recovered for the system in a natural way.

Promoter recognition and activation by the global response regulator CbrB in Pseudomonas aeruginosa.

In Pseudomonas aeruginosa, the CbrA/CbrB two-component system is instrumental in the maintenance of the carbon-nitrogen balance and for growth on carbon sources that are energetically less favorable than the preferred dicarboxylate substrates. The CbrA/CbrB system drives the expression of the small RNA CrcZ, which antagonizes the repressing effects of the catabolite repression control protein Crc, an RNA-binding protein. Dicarboxylates appear to cause carbon catabolite repression by inhibiting the activity of the CbrA/CbrB system, resulting in reduced crcZ expression. Here we have identified a conserved palindromic nucleotide sequence that is present in upstream activating sequences (UASs) of promoters under positive control by CbrB and σ(54) RNA polymerase, especially in the UAS of the crcZ promoter. Evidence for recognition of this palindromic sequence by CbrB was obtained in vivo from mutational analysis of the crcZ promoter and in vitro from electrophoretic mobility shift assays using crcZ promoter fragments and purified CbrB protein truncated at the N terminus. Integration host factor (IHF) was required for crcZ expression. CbrB also activated the lipA (lipase) promoter, albeit less effectively, apparently by interacting with a similar but less conserved palindromic sequence in the UAS of lipA. As expected, succinate caused CbrB-dependent catabolite repression of the lipA promoter. Based on these results and previously published data, a consensus CbrB recognition sequence is proposed. This sequence has similarity to the consensus NtrC recognition sequence, which is relevant for nitrogen control.

Premartensitic transition driven by magnetoelastic interaction in bcc ferromagnetic Ni2MnGa

We show that the magnetoelastic coupling between the magnetization and the amplitude of a short wavelength phonon enables the existence of a first order premartensitic transition from a bcc to a micromodulated phase in Ni2MnGa. Such a magnetoelastic coupling has been experimentally evidenced by ac susceptibility and ultrasonic measurements under an applied magnetic field. A latent heat around 9 J/mol has been measured using a highly sensitive calorimeter. This value is in very good agreement with the value predicted by a proposed model.

Characterization of the expression, regulation and function of Sorting Nexin 9 and Sorting Nexin 18

Summary : Sorting nexin (SNX) family members play important roles in intracellular protein and membrane trafficking, The membrane-tubulating SNX9 protein has been shown to interact with multiple components of the endocytic machinery and to participate in clathrin-mediated endocytosis of cell surface receptors. It has not been investigated if SNX9 may also participate in other protein sorting pathways that involve vesicular transport, specifically the biogenesis of lysosome-related organelles (LROs). Closely related to SNX9 is SNXl8, whose function is largely unknown. In this work, we have characterized the expression of SNX9 and SNXl8 in LRO-containing cells and investigated their role in protein trafficking during the formation of LROs. Our results indicate that SNX9 and SNXl8 are not essential for the formation of LROs, nor for the sorting of melanosomal proteins. We investigated how the level of intracellular SNX9 protein is regulated and found that it is a substrate of the ubiquitin ligase Itch, a member of the NEDD4 family of E3 ubiquitin ligases. Itch ubiquitylates SNX9 and regulates SNX9 levels by enhancing its degradation. Using ? truncated proteins we found that the interaction with SNX9 is mediated by the proline-rich domain of Itch, a domain distinct from the conventional WW recognition domain, and the SH3 domain of SNX9. Interaction with the PRD of Itch is essential for SNX9 ubiquitylation and degradation. We further showed that Itch binding is not affected by tyrosine phosphorylation of SNX9. Using lentivector-mediated siRNA techniques, we found that Itch regulates the level of melanosomal proteins, while knock-down of SNX9 does not alter their level. Interestingly, we revealed that silencing of SNXIS affects the amount of the melanosomal protein Melan-A, but also of SNX9, and that SNXl8 can interact with SNX9. Taken together, our results highlight that the pool of substrates of NEDD4 family E3 ligases extends to proteins containing SH3 domains and provide insight into the potential functions of SNXI8. Résumé : Les membres de la famille des Sorting Nexins (SNX) jouent des rôles importants dans le trafic intracellulaire de protéines et membranes. Il a été démontré que la protéine SNX9, qui génère les tubules membranaires, interagit avec plusieurs composants de la machinerie d'endocytose et participe à l'endocytose des récepteurs de surface mediée par la clathrine. Aucune étude n'a investigué si SNX9 pourrait aussi participer à d'autres voies de trafic de protéines tel que le transport vésiculaire, et plus particulièrement la biogenèse des organites lysosomaux ("lysosome-related organelles", LR©s). SNXl8 est similaire à SNX9, mais sa fonction est largement inconnue. Dans ce travail, nous avons caractérisé l'expression de SNX9 et SNX18 dans des cellules contenants des LROs et investigué leur rôle dans le trafic de protéines pendant la formation des LROS. Nos résultats indiquent que SNX9 et SNXI8 ne sont essentiels ni pour la formation des LR©s, ni pour le trafic de protéines mélanosomales. Nous avons examiné la régulation du niveau intracellulaire de la protéine SNX9 et avons trouvé qu'elle est un substrat de l'ubiquitine ligase Itch, un membre de la famille NEDD4 des ubiquitine ligases E3. Itch ubiquitine SNX9 et régule les niveaux de SNX9 en augmentant sa dégradation. En utilisant des protéines mutées nous avons découvert que l'interaction avec SNX9 est médiée par le domaine riche en proline de Itch, qui est différent du domaine conventionnel de reconnaissance WW, et par le domaine SH3 de SNX9. L'interaction avec le domaine riche en proline de Itch est essentielle pour l'ubiquitination et la dégradation de SNX9. De plus, nous avons montré que cette liaison n'est pas affectée par la phosphorylation des résidus tyrosine de SNX9. En utilisant des vecteurs lentiviraux exprimant des siARN, nous avons trouvé que Itch régule les niveaux de protéines mélanosomales, alors que l'extinction de l'expression de SNX9 ne change pas leurs niveaux. En autre, nous avons révélé que la diminution de SNXl8 affecte le niveau de la protéine mélanosomale Melan-A et de SNX9, et aussi que SNXl8 peut interagir avec SNX9. En résumé, nos résultats démontrent que l'ensemble des substrats de la famille NEDD4 des ubiquitine ligases E3 s'élargit aux protéines contenant des domaines SH3 et ouvrent des perspectives sur les fonctions potentielles de SNXl8.

Dynamical properties of discrete breathers in curved chains with first and second neighbor interaction

We present the study of discrete breather dynamics in curved polymerlike chains consisting of masses connected via nonlinear springs. The polymer chains are one dimensional but not rectilinear and their motion takes place on a plane. After constructing breathers following numerically accurate procedures, we launch them in the chains and investigate properties of their propagation dynamics. We find that breather motion is strongly affected by the presence of curved regions of polymers, while the breathers themselves show a very strong resilience and remarkable stability in the presence of geometrical changes. For chains with strong angular rigidity we find that breathers either pass through bent regions or get reflected while retaining their frequency. Their motion is practically lossless and seems to be determined through local energy conservation. For less rigid chains modeled via second neighbor interactions, we find similarly that chain geometry typically does not destroy the localized breather states but, contrary to the angularly rigid chains, it induces some small but constant energy loss. Furthermore, we find that a curved segment acts as an active gate reflecting or refracting the incident breather and transforming its velocity to a value that depends on the discrete breathers frequency. We analyze the physical reasoning behind these seemingly general breather properties.