Sensitivity analysis of Repast computational ecology models with R/Repast

Computational ecology is an emerging interdisciplinary discipline founded mainly on modeling and simulation methods for studying ecological systems. Among the existing modeling formalisms, the individual‐based modeling is particularly well suited for capturing the complex temporal and spatial dynamics as well as the nonlinearities arising in ecosystems, communities, or populations due to individual variability. In addition, being a bottom‐up approach, it is useful for providing new insights on the local mechanisms which are generating some observed global dynamics. Of course, no conclusions about model results could be taken seriously if they are based on a single model execution and they are not analyzed carefully. Therefore, a sound methodology should always be used for underpinning the interpretation of model results. The sensitivity analysis is a methodology for quantitatively assessing the effect of input uncertainty in the simulation output which should be incorporated compulsorily to every work based on in‐silico experimental setup. In this article, we present R/Repast a GNU R package for running and analyzing Repast Simphony models accompanied by two worked examples on how to perform global sensitivity analysis and how to interpret the results.     

Embryonic development of adriatic sturgeon,Acipenser naccarii (Bonaparte 1836), in farming conditions: a guide

The sequence and timing of the embryonic development of Adriatic sturgeon (Acipenser naccarii) are described at a constant temperature (17 ± 1 °C), from fertilisation to hatch in a hatchery. Fertilised eggs, obtained from one female and two males, were held in a flow‐through system. On the first day, embryos were sampled every 20 min during the first 12 h, and every 40 min in the following 12 h. Embryos were sampled hourly on the second day. On the third and fourth days, embryos were sampled every 2 h, and every 3 h on the fifth and sixth days. The first cleavage furrow appeared at 1 h 40 min postfertilisation. Blastulation concluded at 12 HPF (hours postfertilisation), when the dorsal blastopore lip formed. The completion of gastrulation was at 18 HPF, closing of the neural tube at 23 HPF and formation of the s‐shape heart at 31 HPF. The mass hatch occurred at 120 HPF. A. naccarii is a relatively common sturgeon species in aquaculture and possesses similar developmental patterns to those of other sturgeons; hence, we can use this species as a model for further studies about sturgeon species which are more difficult to breed artificially. Information about the embryonic development of the Adriatic sturgeon could assist restocking programmes.     

Diet–demography relationships in a long‐lived predator: from territories to populations

Understanding the mechanisms that shape animal population dynamics is of fundamental interest in ecology, evolution and conservation biology. Food supply is an important limiting factor in most animal populations and may have demographic consequences. Optimal foraging theory predicts greater consumption of preferred prey and less diet diversity when food is abundant, which may benefit key fitness parameters such as productivity and survival. Nevertheless, the correspondence between individual resource use and demographic processes in populations of avian predators inhabiting large geographic areas remains largely unexplored, particularly in complex ecosystems such as those of the Mediterranean basin. Based on a long‐term monitoring program of the diet and demography of Bonelli's eagle Aquila fasciata in western Europe, here we test the hypothesis that a predator's diet is correlated to its breeding productivity and survival at both the territorial and population levels, and ultimately to its population growth rate. At the territorial level, we found that productivity increased with greater consumption of European rabbits Oryctolagus cuniculus, the Bonelli's eagle's preferred prey, and pigeons, an important alternative prey for this predator. The survival of territorial pairs was negatively affected by higher diet diversity, which probably reflected the inability to find sufficient high quality prey. Diet effects at the population level were similar but more noticeable than at the territorial level, i.e. a greater consumption of rabbits, together with lesser consumption of small‐to‐medium avian species (‘other birds’; non‐preferred prey), increased productivity, while greater diet diversity and lower consumption of rabbits was associated with reduced survival and population growth rate. Overall, our study illustrates how the diet of a predator species can be closely related to key individual vital rates, which, in turn, leave a measurable fingerprint on population dynamics within and among populations across large spatial scales.     

Evolutionary Dynamics of the Leucine-Rich Repeat Receptor-Like Kinase (LRR-RLK) Subfamily in Angiosperms

Gene duplications are an important factor in plant evolution, and lineage-specific expanded (LSE) genes are of particular interest. Receptor-like kinases expanded massively in land plants, and leucine-rich repeat receptor-like kinases (LRR-RLK) constitute the largest receptor-like kinases family. Based on the phylogeny of 7,554 LRR-RLK genes from 31 fully sequenced flowering plant genomes, the complex evolutionary dynamics of this family was characterized in depth. We studied the involvement of selection during the expansion of this family among angiosperms. LRR-RLK subgroups harbor extremely contrasting rates of duplication, retention, or loss, and LSE copies are predominantly found in subgroups involved in environmental interactions. Expansion rates also differ significantly depending on the time when rounds of expansion or loss occurred on the angiosperm phylogenetic tree. Finally, using a d_N/d_S-based test in a phylogenetic framework, we searched for selection footprints on LSE and single-copy LRR-RLK genes. Selective constraint appeared to be globally relaxed at LSE genes, and codons under positive selection were detected in 50% of them. Moreover, the leucine-rich repeat domains, and specifically four amino acids in them, were found to be the main targets of positive selection. Here, we provide an extensive overview of the expansion and evolution of this very large gene family.Receptor-like kinases (RLKs) constitute one of the largest gene families in plants and expanded massively in land plants (Embryophyta; Lehti-Shiu et al., 2009, 2012). For plant RLK gene families, the functions of most members are often not known (especially in recently expanded families), but some described functions include innate immunity (Albert et al., 2010), pathogen response (Dodds and Rathjen, 2010), abiotic stress (Yang et al., 2010), development (De Smet et al., 2009), and sometimes multiple functions (Lehti-Shiu et al., 2012). The RLKs usually consist of three domains: an N-terminal extracellular domain, a transmembrane domain, and a C-terminal kinase domain (KD). In plants, the KD usually has a Ser/Thr specificity (Shiu and Bleecker, 2001), but Tyr-specific RLKs were also described (e.g. BRASSINOSTEROID INSENSITIVE1; Oh et al., 2009). Interestingly, it was estimated that approximately 20% of RLKs contain a catalytically inactive KD (e.g. STRUBBELIG and CORYNE; Chevalier et al., 2005; Castells and Casacuberta, 2007; Gish and Clark, 2011). In Arabidopsis (Arabidopsis thaliana), 44 RLK subgroups (SGs) were defined by inferring the phylogenetic relationships between the KDs (Shiu and Bleecker, 2001). Interestingly, different SGs show different duplication/retention rates (Lehti-Shiu et al., 2009). Specifically, RLKs involved in stress responses show a high number of tandemly duplicated genes whereas those involved in development do not (Shiu et al., 2004), which suggests that some RLK genes are important for the responses of land plants to a changing environment (Lehti-Shiu et al., 2012). There seem to be relatively few RLK pseudogenes compared with other large gene families, and copy retention was argued to be driven by both drift and selection (Zou et al., 2009; Lehti-Shiu et al., 2012). As most SGs are relatively old and RLK subfamilies expanded independently in several plant lineages, duplicate retention cannot be explained by drift alone, and natural selection is expected to be an important driving factor in RLK gene family retention (Lehti-Shiu et al., 2009).Leucine-rich repeat-receptor-like kinases (LRR-RLKs), which contain up to 30 leucine-rich repeat (LRRs) in their extracellular domain, constitute the largest RLK family (Shiu and Bleecker, 2001). Based on the KD, 15 LRR-RLK SGs have been established in Arabidopsis (Shiu et al., 2004; Lehti-Shiu et al., 2009). So far, two major functions have been attributed to them: defense against pathogens and development (Tang et al., 2010b). LRR-RLKs involved in defense are predominantly found in lineage-specific expanded (LSE) gene clusters, whereas LRR-RLKs involved in development are mostly found in nonexpanded groups (Tang et al., 2010b). It was also discovered that the LRR domains are significantly less conserved than the remaining domains of the LRR-RLK genes (Tang et al., 2010b). In addition, a study of four plant genomes (Arabidopsis, grape [Vitis vinifera], poplar [Populus trichocarpa], and rice [Oryza sativa]) showed that LRR-RLK genes from LSE gene clusters show significantly more indications of positive selection or relaxed constraint than LRR-RLKs from nonexpanded groups (Tang et al., 2010b).The genomes of flowering plants (angiosperms) have been shown to be highly dynamic compared with most other groups of land plants (Leitch and Leitch, 2012). This dynamic is mostly caused by the frequent multiplication of genetic material, followed by a complex pattern of differential losses (i.e. the fragmentation process) and chromosomal rearrangements (Langham et al., 2004; Leitch and Leitch, 2012). Most angiosperm genomes sequenced so far show evidence for at least one whole-genome multiplication event during their evolution (Jaillon et al., 2007; D’Hont et al., 2012; Tomato Genome Consortium, 2012). At a smaller scale, tandem and segmental duplications are also very common in angiosperms (Arabidopsis Genome Initiative, 2000; International Rice Genome Sequencing Project, 2005; Rizzon et al., 2006). Although the most common fate of duplicated genes is to be progressively lost, in some cases they can be retained in the genome, and adaptive as well as nonadaptive scenarios have been discussed to play a role in this preservation process (for review, see Moore and Purugganan, 2005; Hahn, 2009; Innan, 2009; Innan and Kondrashov, 2010). Whole-genome sequences also revealed that the same gene may undergo several rounds of duplication and retention. These LSE genes were shown to evolve under positive selection more frequently than single-copy genes in angiosperms (Fischer et al., 2014). That study analyzed general trends over whole genomes. Here, we ask if, and to what extent, this trend is observable at LRR-RLK genes. As this gene family is very dynamic and large, and in accordance with the results of Tang et al. (2010b), we expect the effect of positive selection to be even more pronounced than in the whole-genome average.We analyzed 33 Embryophyta genomes to investigate the evolutionary history of the LRR-RLK gene family in a phylogenetic framework. Twenty LRR-RLK SGs were identified, and from this data set, we deciphered the evolutionary dynamics of this family within angiosperms. The expansion/reduction rates were contrasted between SGs and species as well as in ancestral branches of the angiosperm phylogeny. We then focused on genes whose number increased dramatically in an SG- and/or species-specific manner (i.e. LSE genes). Those genes are likely to be involved in species-specific cellular processes or adaptive interactions and were used as a template to infer the potential occurrence of positive selection. This led to the identification of sites at which positive selection likely acted. We discuss our results in the light of angiosperm genome evolution and current knowledge of LRR-RLK functions. Positive selection footprints identified in LSE genes highlight the importance of combining evolutionary analysis and functional knowledge to guide further investigations.     

Early habituation of maize (Zea mays) suspension‐cultured cells to 2,6‐dichlorobenzonitrile is associated with the enhancement of antioxidant status

The cellulose biosynthesis inhibitor 2,6‐dichlorobenzonitrile (DCB) has been widely used to gain insights into cell wall composition and architecture. Studies of changes during early habituation to DCB can provide information on mechanisms that allow tolerance/habituation to DCB. In this context, maize‐cultured cells with a reduced amount of cellulose (～20%) were obtained by stepwise habituation to low DCB concentrations. The results reported here attempt to elucidate the putative role of an antioxidant strategy during incipient habituation. The short‐term exposure to DCB of non‐habituated maize‐cultured cells induced a substantial increase in oxidative damage. Concomitantly, short‐term treated cells presented an increase in class III peroxidase and glutathione S‐transferase activities and total glutathione content. Maize cells habituated to 0.3–1 µM DCB (incipient habituation) were characterized by a reduction in the relative cell growth rate, an enhancement of ascorbate peroxidase and class III peroxidase activities, and a net increment in total glutathione content. Moreover, these cell lines showed increased levels of glutathione S‐transferase activity. Changes in antioxidant/conjugation status enabled 0.3 and 0.5 µM DCB‐habituated cells to control lipid peroxidation levels, but this was not the case of maize cells habituated to 1 μM DCB, which despite showing an increased antioxidant capacity were not capable of reducing the oxidative damage to control levels. The results reported here confirm that exposure and incipient habituation of maize cells to DCB are associated with an enhancement in antioxidant/conjugation activities which could play a role in incipient DCB habituation of maize‐cultured cells.     

<Emphasis Type="Italic">Gr</Emphasis> and <Emphasis Type="Italic">hp</Emphasis>-<Emphasis Type="Italic">1</Emphasis> tomato mutants unveil unprecedented interactions between arbuscular mycorrhizal symbiosis and fruit ripening

Main conclusion

Systemic responses to an arbuscular mycorrhizal fungus reveal opposite phenological patterns in two tomato ripening mutants depending whether ethylene or light reception is involved. The availability of tomato ripening mutants has revealed many aspects of the genetics behind fleshy fruit ripening, plant hormones and light signal reception. Since previous analyses revealed that arbuscular mycorrhizal symbiosis influences tomato berry ripening, we wanted to test the hypothesis that an interplay might occur between root symbiosis and fruit ripening. With this aim, we screened seven tomato mutants affected in the ripening process for their responsiveness to the arbuscular mycorrhizal fungus Funneliformis mosseae. Following their phenological responses we selected two mutants for a deeper analysis: Green ripe (Gr), deficient in fruit ethylene perception and high-pigment-1 (hp-1), displaying enhanced light signal perception throughout the plant. We investigated the putative interactions between ripening processes, mycorrhizal establishment and systemic effects using biochemical and gene expression tools. Our experiments showed that both mutants, notwithstanding a normal mycorrhizal phenotype at root level, exhibit altered arbuscule functionality. Furthermore, in contrast to wild type, mycorrhization did not lead to a higher phosphate concentration in berries of both mutants. These results suggest that the mutations considered interfere with arbuscular mycorrhiza inducing systemic changes in plant phenology and fruits metabolism. We hypothesize a cross talk mechanism between AM and ripening processes that involves genes related to ethylene and light signaling.

     

OeFAD8, OeLIP and OeOSM expression and activity in cold-acclimation of Olea europaea,a perennial dicot without winter-dormancy

Planta - Cold-acclimation genes in woody dicots without winter-dormancy, e.g., olive-tree, need investigation. Positive relationships between OeFAD8, OeOSM , and OeLIP19 and olive-tree...